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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">BR</journal-id>
<journal-title-group>
<journal-title>Biomedical Reports</journal-title>
</journal-title-group>
<issn pub-type="ppub">2049-9434</issn>
<issn pub-type="epub">2049-9442</issn>
<publisher>
<publisher-name>D.A. Spandidos</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="publisher-id">BR-16-4-01509</article-id>
<article-id pub-id-type="doi">10.3892/br.2022.1509</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Articles</subject>
</subj-group>
</article-categories>
<title-group>
<article-title>Detection of genetic mutations in patients with breast cancer from Saudi Arabia using Ion AmpliSeq&#x2122; Cancer Hotspot Panel v.2.0</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="yes">
<name><surname>Messaoudi</surname><given-names>Safia A.</given-names></name>
<xref rid="af1-BR-16-4-01509" ref-type="aff">1</xref>
<xref rid="c1-BR-16-4-01509" ref-type="corresp"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Al Sharhan</surname><given-names>Nourah A.</given-names></name>
<xref rid="af1-BR-16-4-01509" ref-type="aff">1</xref>
</contrib>
<contrib contrib-type="author">
<name><surname>Alharthi</surname><given-names>Bandar</given-names></name>
<xref rid="af2-BR-16-4-01509" ref-type="aff">2</xref>
</contrib>
<contrib contrib-type="author">
<name><surname>Babu</surname><given-names>Saranya R.</given-names></name>
<xref rid="af1-BR-16-4-01509" ref-type="aff">1</xref>
</contrib>
<contrib contrib-type="author">
<name><surname>Alsaleh</surname><given-names>Abrar B.</given-names></name>
<xref rid="af1-BR-16-4-01509" ref-type="aff">1</xref>
</contrib>
<contrib contrib-type="author">
<name><surname>Alasiri</surname><given-names>Alanoud M.</given-names></name>
<xref rid="af1-BR-16-4-01509" ref-type="aff">1</xref>
</contrib>
<contrib contrib-type="author">
<name><surname>Assidi</surname><given-names>Mourad</given-names></name>
<xref rid="af3-BR-16-4-01509" ref-type="aff">3</xref>
<xref rid="af4-BR-16-4-01509" ref-type="aff">4</xref>
</contrib>
<contrib contrib-type="author">
<name><surname>Buhmeida</surname><given-names>Abdelbaset</given-names></name>
<xref rid="af3-BR-16-4-01509" ref-type="aff">3</xref>
</contrib>
<contrib contrib-type="author">
<name><surname>Almawi</surname><given-names>Wassim Y.</given-names></name>
<xref rid="af5-BR-16-4-01509" ref-type="aff">5</xref>
</contrib>
</contrib-group>
<aff id="af1-BR-16-4-01509"><label>1</label>Department of Forensic Science, Naif Arab University for Security Sciences, Riyadh 11452, Saudi Arabia</aff>
<aff id="af2-BR-16-4-01509"><label>2</label>Department of Surgery, King Fahad Medical City, Riyadh 12231, Saudi Arabia</aff>
<aff id="af3-BR-16-4-01509"><label>3</label>Center of Excellence in Genomic Medicine Research, King Abdulaziz University, Jeddah 21589, Saudi Arabia</aff>
<aff id="af4-BR-16-4-01509"><label>4</label>Medical Laboratory Department, Faculty of Applied Medical Sciences, King Abdulaziz University, Jeddah 21589, Saudi Arabia</aff>
<aff id="af5-BR-16-4-01509"><label>5</label>Faculty of Sciences, El-Manar University, 1068 Tunis, Tunisia</aff>
<author-notes>
<corresp id="c1-BR-16-4-01509"><italic>Correspondence to:</italic> Dr Safia A. Messaoudi, Department of Forensic Science, Naif Arab University for Security Sciences, Khurais Road, Riyadh 11452, Saudi Arabia <email>smassoudi@nauss.edu.sa</email></corresp>
</author-notes>
<pub-date pub-type="ppub">
<month>04</month>
<year>2022</year></pub-date>
<pub-date pub-type="epub">
<day>14</day>
<month>02</month>
<year>2022</year></pub-date>
<volume>16</volume>
<issue>4</issue>
<elocation-id>26</elocation-id>
<history>
<date date-type="received">
<day>13</day>
<month>10</month>
<year>2021</year>
</date>
<date date-type="accepted">
<day>12</day>
<month>01</month>
<year>2022</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright: &#x00A9; Messaoudi et al.</copyright-statement>
<copyright-year>2020</copyright-year>
<license license-type="open-access">
<license-p>This is an open access article distributed under the terms of the <ext-link ext-link-type="uri" xlink:href="https://creativecommons.org/licenses/by-nc-nd/4.0/">Creative Commons Attribution-NonCommercial-NoDerivs License</ext-link>, which permits use and distribution in any medium, provided the original work is properly cited, the use is non-commercial and no modifications or adaptations are made.</license-p></license>
</permissions>
<abstract>
<p>Next-Generation Sequencing allows for quick and precise sequencing of multiple genes concurrently. Recently, this technology has been employed for the identification of novel gene mutations responsible for disease manifestation among breast cancer (BC) patients, the most common type of cancer amongst Arabian women, and the major cause of disease-associated death in women worldwide. Genomic DNA was extracted from the peripheral blood of 32 Saudi Arabian BC patients with histologically confirmed invasive BC stages I-III and IV, as well from 32 healthy Saudi Arabian women using a QIAamp<sup>&#x00AE;</sup> DNA Mini Kit. The isolated DNA was quantified using a Qubit&#x2122; dsDNA BR Assay Kit with a Qubit 2.0 Fluorometer. Ion semiconductor sequencing technology with an Ion S5 System and AmpliSeq&#x2122; Cancer Hotspot Panel v2 were utilized to analyze &#x007E;2,800 mutations described in the Catalogue of Somatic Mutations in Cancer from 50 oncogenes and tumor suppressor genes. Ion Reporter Software v.5.6 was used to evaluate the genomic alterations in all the samples after alignment to the hg19 human reference genome. The results showed that out of the 50 genes, 26 mutations, including 17 (65&#x0025;) missense point mutations (single nucleotide variants), and 9 (35&#x0025;) frameshift (insertion/deletion) mutations, were identified in 11 genes across the cohort in 61 samples (95&#x0025;). Mutations were predominantly focused on two genes, PIK3CA and TP53, in the BC genomes of the sample set. <italic>PIK3CA</italic> mutation, c.1173A&#x003E;G located in exon 9, was identified in 15 patients (46.9&#x0025;). The <italic>TP53</italic> mutations detected were a missense mutation (c.215C&#x003E;G) in 26 patients (86.70&#x0025;) and 1 frameshift mutation (c.215_216insG) in 1 patient (3.33&#x0025;), located within exon 3 and 5, respectively. This study revealed specific mutation profiles for every BC patient, Thus, the results showed that Ion Torrent DNA Sequencing technology may be a possible diagnostic and prognostic method for developing personalized therapy based on the patient&#x0027;s individual BC genome.</p>
</abstract>
<kwd-group>
<kwd>breast cancer</kwd>
<kwd>Next-Generation Sequencing</kwd>
<kwd>genetic mutations</kwd>
<kwd>Saudi population</kwd>
<kwd>hotspot panel v2.0</kwd>
</kwd-group>
<funding-group>
<funding-statement><bold>Funding:</bold> This work was supported by Naif Arab University for Security Sciences, Kingdom of Saudi Arabia.</funding-statement>
</funding-group>
</article-meta>
</front>
<body>
<sec sec-type="intro">
<title>Introduction</title>
<p>Breast cancer (BC) is the most common malignancy in females and the second leading cause of cancer-related death after lung cancer worldwide (<xref rid="b1-BR-16-4-01509" ref-type="bibr">1</xref>). BC has a significant impact on a women&#x0027;s health (<xref rid="b2-BR-16-4-01509" ref-type="bibr">2</xref>), and its incidence rates have been steadily increasing in recent years in Arab-speaking communities, with a significant number of cases being diagnosed in the first instance at advanced stages of the disease (<xref rid="b3-BR-16-4-01509" ref-type="bibr">3</xref>). BC incidence varies widely globally (<xref rid="b4-BR-16-4-01509" ref-type="bibr">4</xref>), and its incidence amongst Saudi Arabian women has progressively increased (<xref rid="b3-BR-16-4-01509" ref-type="bibr">3</xref>). BC is a complex and multifactorial disease, and genetic, hormonal and environmental factors contribute to its pathogenesis (<xref rid="b5-BR-16-4-01509" ref-type="bibr">5</xref>). The interplay between the genetic background and the environment in BC development has been proposed, but with mixed results on the importance of each (<xref rid="b6-BR-16-4-01509 b7-BR-16-4-01509 b8-BR-16-4-01509" ref-type="bibr">6-8</xref>). Female sex, age and ethnicity are the strongest risk factors associated with increased incidence (<xref rid="b9-BR-16-4-01509" ref-type="bibr">9</xref>). In addition, obesity (<xref rid="b10-BR-16-4-01509" ref-type="bibr">10</xref>), age at first delivery of a child (<xref rid="b11-BR-16-4-01509" ref-type="bibr">11</xref>), early menarche/late menopause (<xref rid="b12-BR-16-4-01509" ref-type="bibr">12</xref>), ionizing radiation exposure (<xref rid="b13-BR-16-4-01509" ref-type="bibr">13</xref>), breastfeeding (<xref rid="b14-BR-16-4-01509" ref-type="bibr">14</xref>), past/current estrogen treatment (<xref rid="b15-BR-16-4-01509" ref-type="bibr">15</xref>), breast tissue density (<xref rid="b16-BR-16-4-01509" ref-type="bibr">16</xref>), smoking and alcohol consumption (<xref rid="b17-BR-16-4-01509" ref-type="bibr">17</xref>) and steroid hormone receptors (<xref rid="b18-BR-16-4-01509" ref-type="bibr">18</xref>) are all known risk factors of BC.</p>
<p>BC aggregates in families, and an estimated 5-10&#x0025; of BC cases are hereditary in origin caused by a myriad of susceptibility genes, transmitted from parent to child (<xref rid="b19-BR-16-4-01509" ref-type="bibr">19</xref>). These include rare variants in <italic>BRCA1</italic>, <italic>BRCA2</italic>, <italic>PALB2</italic>, <italic>ATM</italic> and <italic>CHEK2</italic> genes, which reportedly confer a moderate-high lifetime risk of the disease. Other variants of &#x003E;70 loci, which were identified through genome-wide association study, and large-scale replication studies (<xref rid="b20-BR-16-4-01509" ref-type="bibr">20</xref>), were also reported to confer heightened risk of disease, though to varying extents.</p>
<p>While hereditary BC is linked to a well-established set of susceptibility genes, the exact contribution of these genes to disease pathogenesis remains largely unknown (<xref rid="b21-BR-16-4-01509" ref-type="bibr">21</xref>). <italic>BRCA1</italic> (chromosome 17) and <italic>BRCA2</italic> (chromosome 13), described as regulators of DNA repair, transcription and cell cycle progression in response to DNA damage, were confirmed genetic loci associated with genetic susceptibility to BC (<xref rid="b22-BR-16-4-01509" ref-type="bibr">22</xref>,<xref rid="b23-BR-16-4-01509" ref-type="bibr">23</xref>). In this regard, it was shown that pathogenic <italic>BRCA1</italic>/<italic>BRCA2</italic> mutations account for almost 30&#x0025; of BC cases in high-risk families (<xref rid="b24-BR-16-4-01509" ref-type="bibr">24</xref>). Polymorphisms in other genes are also involved in BC, but to variable extents (<xref rid="b25-BR-16-4-01509" ref-type="bibr">25</xref>), suggesting that genetic variations may explain the heterogeneous nature of BC, and thus inter-individual differences with regard to tumor behavior (<xref rid="b20-BR-16-4-01509" ref-type="bibr">20</xref>).</p>
<p><italic>AKT1</italic>, <italic>PIK3CA</italic>, <italic>PTEN</italic> and <italic>TP53</italic> have been identified as recurrently mutated genes, and somatic mutations in these genes are found at a high frequency in BC patients. According to the Catalogue of Somatic Mutations in Cancer (COSMIC) database (<xref rid="b26-BR-16-4-01509" ref-type="bibr">26</xref>), high prevalence rates of <italic>PIK3CA</italic> (26.4&#x0025;), <italic>TP53</italic> (24.7&#x0025;), <italic>PTEN</italic> (3.8&#x0025;), and <italic>AKT1</italic> (2.8&#x0025;) were reported for BC.</p>
<p>In addition to the aforementioned mutated genes, two kinds of genomic instability have been often reported in BC and seldom in proliferative breast disease: Microsatellite instability (MSI) and loss of heterozygosity (<xref rid="b27-BR-16-4-01509" ref-type="bibr">27</xref>). Clinical testing for MSI involves immunohistochemistry and PCR testing for four proteins of the mismatch repair pathway: MSH2, MSH6, MLH1 and PMS2. MSI has been documented in BC, but at a lower frequency compared with other types of cancer. Previous studies reported that 0.9&#x0025; of primary Triple Negative BC (<xref rid="b28-BR-16-4-01509" ref-type="bibr">28</xref>) and 1.53&#x0025; of BC of all subtypes (<xref rid="b29-BR-16-4-01509" ref-type="bibr">29</xref>) have MSI.</p>
<p>In view of its heterogeneous etiology, the manifestations of BC vary widely among individual patients, with each patient having a unique profile, hence highlighting the potential value of precision medicine and individualized therapies for effective management (<xref rid="b30-BR-16-4-01509 b31-BR-16-4-01509 b32-BR-16-4-01509" ref-type="bibr">30-32</xref>). Next-Generation sequencing (NGS) was recently employed to improve identification of novel gene mutations responsible for disease manifestation amongst BC patients (<xref rid="b33-BR-16-4-01509 b34-BR-16-4-01509 b35-BR-16-4-01509 b36-BR-16-4-01509" ref-type="bibr">33-36</xref>).</p>
<p>Ion Torrent&#x2122; technology allows the parallel sequencing of several genes, thus overcoming the problems inherent with conventional sequencing. In this study, Ion semiconductor sequencing technology with the Ion S5 System and AmpliSeq&#x2122; Cancer Hotspot Panel v2 was used to analyze &#x007E;2,800 COSMIC mutations from 50 oncogenes and tumor suppressor genes in a cohort of 32 BC cases from Saudi Arabia. Therefore, the present study aims to investigate the efficiency of AmpliSeq&#x2122; Cancer Hotspot Panel v2 on the detection of mutations in the genomic DNA extracted from the whole blood of the Saudi BC patients.</p>
</sec>
<sec sec-type="Patients|methods">
<title>Patients and methods</title>
<sec>
<title/>
<sec>
<title>Study subjects</title>
<p>Ethical approval for the present study was obtained from the Ethics Committee of King Fahad Medical City (KFMC; Riyadh, Saudi Arabia; IRB approval no. FWA00018774), and the study was performed in accordance with the guidelines described in the Helsinki Declaration (<xref rid="b37-BR-16-4-01509" ref-type="bibr">37</xref>). A total of 32 Saudi Arabian patients with BC (mean age 48.5&#x00B1;8.2 years; median age 45 years &#x005B;age range, 31-85 years; interquartile range (IQR) 42.5-55.5)&#x005D;, and with histologically confirmed invasive BC, were recruited from Medical Oncology Department, KFMC. None of the patients had a history of other cancer types and were not subjected to chemo-, radio or hormone therapy. In addition, 32 healthy Saudi women with no familial history of any cancer types served as the controls (mean age 49.1&#x00B1;11.0 years; median age, 47.5 years (age range, 35-71 years; IQR, 42.5-55), were recruited into this retrospective case-controlled study from the blood bank (<xref rid="tI-BR-16-4-01509" ref-type="table">Table I</xref>). Demographic and clinical data of BC patients and control women were collected from the hospital records. All participants provided signed informed consent prior to inclusion in this study.</p>
</sec>
<sec>
<title>DNA extraction and quantification</title>
<p>Peripheral blood (2 ml) was collected in EDTA tubes from each participant. Genomic DNA was extracted using a QIAamp<sup>&#x00AE;</sup> DNA Mini Kit according to manufacturer&#x0027;s instructions (Qiagen GmbH) then quantified using a Qubit&#x2122; dsDNA BR Assay Kit on a Qubit 2.0 Fluorometer (Thermo Fisher Scientific, Inc.), following the manufacturer&#x0027;s instructions.</p>
</sec>
<sec>
<title>Library preparation</title>
<p>Manual library preparations were performed using an Ion AmpliSeq&#x2122; Cancer Hotspot Panel v.2, Ion Xpress barcoded adapters, and an Ion AmpliSeq Library Kit 2.0 (Thermo Fisher Scientific, Inc.). The panel consisted of 207 amplicons, covering &#x007E;20,000 bases surveying hotspot regions, including up to 2,855 COSMIC mutations in 50 oncogenes and tumor suppressor genes, all with known cancer associations. The genes included in this panel were: <italic>ABL1</italic>, <italic>AKT1</italic>, <italic>ALK</italic>, <italic>APC</italic>, <italic>ATM</italic>, <italic>BRAF</italic>, <italic>CDH1</italic>, <italic>CDKN2A</italic>, <italic>CSF1R</italic>, <italic>CTNNB1</italic>, <italic>EGFR</italic>, <italic>ERBB2</italic>, <italic>ERBB4</italic>, <italic>EZH2</italic>, <italic>FBXW7</italic>, <italic>FGFR1</italic>, <italic>FGFR2</italic>, <italic>FGFR3</italic>, <italic>FLT3</italic>, <italic>GNA11</italic>, <italic>GNAS</italic>, <italic>GNAQ</italic>, <italic>HNF1A</italic>, <italic>HRAS</italic>, <italic>IDH1</italic>, <italic>IDH2</italic>, <italic>JAK2</italic>, <italic>JAK3</italic>, <italic>KDR</italic>, <italic>KIT</italic>, <italic>KRAS</italic>, <italic>MET</italic>, <italic>MLH1</italic>, <italic>MPL</italic>, <italic>NOTCH1</italic>, <italic>NPM1</italic>, <italic>NRAS</italic>, <italic>PDGFRA</italic>, <italic>PIK3CA</italic>, <italic>PTEN</italic>, <italic>PTPN11</italic>, <italic>RB1</italic>, <italic>RET</italic>, <italic>SMAD4</italic>, <italic>SMARCB1</italic>, <italic>SMO</italic>, <italic>SRC</italic>, <italic>STK11</italic>, <italic>TP53</italic> and <italic>VHL</italic>.</p>
<p>Multiplex PCR was performed using 10 ng genomic DNA with a premixed primer pool and Ion AmpliSeq HiFi master mix (Ion AmpliSeq Library Kit 2.0). The amplicons were treated with 2 <italic>&#x00B5;</italic>l FuPa reagent to partially digest the primer sequences and phosphorylate the amplicons. Amplicons were ligated to adapters with the diluted barcodes of Ion Xpress Barcode Adapters kit (Thermo Fisher Scientific, Inc.). The adapter-ligated amplicons (library) were purified using the Agencourt AMPure XP reagent (Beckman Coulter, Inc.). Quantification of the final libraries was performed using an Ion Library TaqMan&#x2122; Quantitation Kit (Thermo Fisher Scientific, Inc.) on the Applied Biosystems<sup>&#x00AE;</sup> 7500 Real-Time PCR System, following the manufacturer&#x0027;s protocols.</p>
</sec>
<sec>
<title>Template preparation and chip loading</title>
<p>After library dilution to &#x007E;100 pM, the clonal amplification of barcoded DNA library (AmpliSeq libraries) onto ion spheres was performed on an Ion Chef&#x2122; Instrument using Ion 520&#x2122; &#x0026; Ion 530&#x2122; Kit-Chef, according to the manufacturer&#x0027;s instructions (Thermo Fisher Scientific, Inc.). Template-positive spheres from barcoded libraries were multiplexed and loaded onto Ion 530&#x2122; Chips following the manufacturer&#x0027;s protocol, and sequencing was run on the Ion Gene Studio S5 system (Thermo Fisher Scientific, Inc.).</p>
</sec>
<sec>
<title>Statistical analysis</title>
<p>Samples were evaluated for genomic alterations, including single nucleotide variants (SNVs), and insertions and deletions, using Ion Reporter Software v.5.6 (Thermo Fisher Scientific, Inc.), after alignment to the hg19 human reference genome. Of note, higher quality requirements for variant analysis and selection, high-quality SNVs and insertion/deletion variants were strictly followed in this study and were defined as: i) FILTER=PASS, ii) QUAL &#x2265;100, iii) depth coverage &#x2265;20X, and iv) variant fraction &#x2265;20&#x0025;. The sequencing data analysis using such approach yielded high-quality variants that did not necessary require additional confirmatory testing (such as through Sanger sequencing validation) as recommended by Arteche-L&#x00F3;pez group (<xref rid="b38-BR-16-4-01509" ref-type="bibr">38</xref>). Furthermore, the &#x2018;bam&#x2019; files of each clinically actionable variant were carefully reviewed in order to provide additional confidence to the accuracy and reliability of the NGS calls.</p>
<p>Qualitative and quantitative data were analyzed using SPSS v.21 (IBM Corp.). Qualitative data are presented as the frequency and percentage of total, and these data were compared using a &#x03C7;<sup>2</sup> goodness-of-fit test, while continuous variables are presented as the mean &#x00B1; SD, and were compared using an unpaired two-tailed Student&#x0027;s t-test. P&#x003C;0.05 was considered to indicate a statistically significant difference.</p>
</sec>
</sec>
</sec>
<sec sec-type="Results">
<title>Results</title>
<sec>
<title/>
<sec>
<title>Study subjects</title>
<p>The clinical and demographic characteristics of the study subjects are summarized in <xref rid="tI-BR-16-4-01509" ref-type="table">Table I</xref>. Patients were clinically characterized in terms of tumor size, location, stage, histological classification and presence/absence of tumor markers, including estrogen receptor (ER), progesterone receptor (PR), and human epidermal growth factor receptor 2 (HER2). In addition, age, body mass index (BMI), use of oral contraception and breastfeeding were compared between the two groups. No statistically significant differences were noted between patients and controls regarding mean age (P=0.90), and oral contraceptive use (P=0.50). However, a significant difference was noted between BC patients and healthy subjects for mean BMI, which was higher in patients compared with the control group (P=0.004), and breastfeeding (P=0.011), which was higher in the healthy control group.</p>
<p>Invasive ductal carcinoma of no specific type (n=29, 90.6&#x0025;) was the predominant histological type of primary tumor, followed by invasive lobular carcinoma (n=2, 6.3&#x0025;), and ductal carcinoma <italic>in situ</italic> (n=1, 3.1&#x0025;). The majority of cases were stage III (n=13, 40.6&#x0025;) and stage II (n=11, 34.4&#x0025;), whereas stage I (n=3, 9.3&#x0025;) and stage IV (n=5, 15.6&#x0025;) were less common. In addition, 4 patients (12.5&#x0025;) had ER<sup>+</sup>, PR<sup>+</sup>, HER2<sup>-</sup> tumors; 21 patients (65.6&#x0025;) had ER<sup>+</sup>, and/or PR<sup>+</sup>, HER2<sup>+</sup> tumors, 4 patients (12.5&#x0025;) had ER<sup>-</sup>, PR<sup>-</sup>, HER2<sup>+</sup> tumors, and 3 patients (9.4&#x0025;) had triple-negative (ER<sup>-</sup>, PR<sup>-</sup>, HER2<sup>-</sup>) tumors.</p>
</sec>
<sec>
<title>Somatic mutations</title>
<p>There were only three unclassified samples, two from patients (sample &#x0023;2 and sample &#x0023;13) and 1 from a control individual (sample &#x0023;4) that did not possess any identified mutations (<xref rid="f1-BR-16-4-01509" ref-type="fig">Fig. 1</xref>). The observed mutations were detected with varied frequencies across BC patients (<xref rid="tII-BR-16-4-01509" ref-type="table">Table II</xref>) and healthy controls (<xref rid="tIII-BR-16-4-01509" ref-type="table">Table III</xref>); 26 mutations, including 17 (65&#x0025;) missense point mutations (SNV), and 9 (35&#x0025;) frameshift (insertion/deletion) mutations in 11 genes (out of 50); <italic>TP53</italic>, <italic>PIK3CA</italic>, <italic>KDR</italic>, <italic>KIT</italic>, <italic>ATM</italic>, <italic>HRAS</italic>, <italic>ERBB2</italic>, <italic>FGFR3</italic>, <italic>GNAQ</italic>, <italic>APC</italic> and <italic>JAK3</italic> (<xref rid="f2-BR-16-4-01509" ref-type="fig">Fig. 2</xref>) across the cohort in the 61 samples (95&#x0025;).</p>
<p>Amongst BC patients, 27 patients (84.8&#x0025;) were positive for &#x003E;1 somatic mutation, compared with 17 control subjects (53.1&#x0025;) (<xref rid="f1-BR-16-4-01509" ref-type="fig">Fig. 1</xref>). The most frequently observed concurrent mutations were some combination of c.215C&#x003E;G (<italic>TP53</italic>), c.1173A&#x003E;G (<italic>PIK3CA</italic>), c.1416A&#x003E;T (<italic>KDR</italic>) and c.1621A&#x003E;C (<italic>KIT</italic>) in patients (<xref rid="f3-BR-16-4-01509" ref-type="fig">Fig. 3A</xref>), and <italic>c.215C&#x003E;G</italic> (<italic>TP53</italic>), <italic>c.1173A&#x003E;G</italic> (<italic>PIK3CA</italic>) and <italic>c.1416A&#x003E;T</italic> (<italic>KDR</italic>) in healthy controls (<xref rid="f3-BR-16-4-01509" ref-type="fig">Fig. 3B</xref>).</p>
<p>The site of the most frequent mutations within <italic>TP53</italic> and <italic>PIK3CA</italic> differed between samples. The most common <italic>TP53</italic> mutation detected was a missense mutation (c.215C&#x003E;G) in 26 patients (86.70&#x0025;), with only 1 frameshift mutation (c.215_216insG) identified in 1 patient (3.33&#x0025;). The most common <italic>PIK3CA</italic> mutation detected was c.1173A&#x003E;G, located in exon 9, and was identified in 15 (50&#x0025;) patients.</p>
<p><xref rid="tIV-BR-16-4-01509" ref-type="table">Table IV</xref> summarizes the distribution of the most frequent missense mutations in <italic>TP53</italic> and <italic>PIK3CA</italic> (c.215C&#x003E;G and c.1173A&#x003E;G, respectively), between patients and healthy control samples. A significant difference (P=0.020) was observed in the frequency of c.215C&#x003E;G (Pro72Arg), which was higher in patients (0.87) than in controls (0.61). Similarly, a significant difference was observed in the frequency of c.1173A&#x003E;G (Pro72Arg) (P=0.041) that was higher in patients (0.53) compared with the healthy control participants (0.25).</p>
<p>A unique mutational status was identified for every BC patient except for patients &#x0023;8, &#x0023;10, &#x0023;18, and &#x0023;20 (<xref rid="tII-BR-16-4-01509" ref-type="table">Table II</xref>).</p>
</sec>
</sec>
</sec>
<sec sec-type="Discussion">
<title>Discussion</title>
<p>BC is the most common type of cancer amongst Arabian women, and the major cause of disease-associated mortality in women worldwide (<xref rid="b39-BR-16-4-01509" ref-type="bibr">39</xref>). In the Middle East, Arabian women face a significantly higher risk of mortality, as the cancer is often diagnosed at a later stage in disease progression (<xref rid="b40-BR-16-4-01509 b41-BR-16-4-01509 b42-BR-16-4-01509 b43-BR-16-4-01509 b44-BR-16-4-01509 b45-BR-16-4-01509" ref-type="bibr">40-45</xref>).</p>
<p>Current efforts to manage BC include on improving prevention, diagnosis and an increased armamentarium of effective treatment choices for patients with BC (<xref rid="b46-BR-16-4-01509" ref-type="bibr">46</xref>). Due to the heterogeneity of BC and the interactions between genetic and environmental factors, each patient&#x0027;s tumor possibly exhibits an unique gene mutation profile (<xref rid="b47-BR-16-4-01509" ref-type="bibr">47</xref>). By profiling an individual&#x0027;s cancer genome, it becomes possible to differentiate the oncogenic mechanisms that regulate cancer and, therefore, the genetic biomarkers that may be specifically associated with the disease state (<xref rid="b5-BR-16-4-01509" ref-type="bibr">5</xref>).</p>
<p>In this study, massively parallel sequencing was performed to identify frequent mutations in 32 BC Saudi Arabian patients and 32 healthy controls using Ion Torrent sequencing technology.</p>
<p>In this study, 32 BC patients were clinically characterized in terms of tumor size, location, stage, histological classification, and the presence or absence of tumor markers such as ER, PR, and HER2. In addition, four common risk factors, including age, BMI, oral contraceptives use and breastfeeding, were also evaluated and compared between healthy controls and BC patients. The statistical analysis showed no significant difference in the mean age between BC patients and healthy controls as the two study groups were already age matched.</p>
<p>BMI was significantly higher in BC patients compared with the healthy control group. This finding is in agreement with several reports, highlighting BMI as one of the most important risk factors for the BC (<xref rid="b48-BR-16-4-01509" ref-type="bibr">48</xref>,<xref rid="b49-BR-16-4-01509" ref-type="bibr">49</xref>). Chronic low-levels of inflammation that are usually observed in obese people can lead to BC through the increased likelihood of DNA damage (<xref rid="b50-BR-16-4-01509" ref-type="bibr">50</xref>). Additionally, fat cells can produce an excess amount of estrogen and adipokines, which can stimulate cell growth, as observed in BC (<xref rid="b49-BR-16-4-01509" ref-type="bibr">49</xref>,<xref rid="b51-BR-16-4-01509" ref-type="bibr">51</xref>). Similarly, a significant difference was observed for breastfeeding, which was higher in control group compared to the BC patients group, supporting the previously published literature linking breastfeeding to reduced BC risk (<xref rid="b52-BR-16-4-01509" ref-type="bibr">52</xref>).</p>
<p><italic>PIK3CA</italic> and <italic>TP53</italic> are the most frequently mutated genes, and harbor most of the mutations in this cohort. The p53 tumor suppressor gene, located on chromosome 17p13, is 20 kb long, encompassing 11 exons encoding a 53 kDa phosphoprotein (<xref rid="b53-BR-16-4-01509" ref-type="bibr">53</xref>). In the present study the detected mutations in this gene were 1 missense mutations (c.215C&#x003E;G) in 26 patients (86.70&#x0025;) and 1 frameshift mutation (c.215_216insG) in 1 patient (3.33&#x0025;). These results are in agreement with the current release of the International Agency for Research on Cancer <italic>TP53</italic> database (<ext-link ext-link-type="uri" xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="http://www-p53.iarc.fr/">http://www-p53.iarc.fr/</ext-link>), which also shows that all <italic>TP53</italic> mutations were missense mutations in the coding region (<xref rid="b54-BR-16-4-01509" ref-type="bibr">54</xref>). The detected mutations were located within exons 3 and 5, encoding the Proline-rich domain, which plays a role in <italic>p53</italic>-mediated apoptosis and in the DNA-binding and oligomerization domain. These regions are required for interactions with FBX042, HIPK1 and AXIN1, the DNA major groove, and a domain containing a nuclear export signal (<xref rid="b46-BR-16-4-01509" ref-type="bibr">46</xref>,<xref rid="b55-BR-16-4-01509" ref-type="bibr">55</xref>,<xref rid="b56-BR-16-4-01509" ref-type="bibr">56</xref>). Dysfunction of p53 can cause defective DNA replication and malignant transformation, common in dysplasia&#x0027;s of BC (<xref rid="b53-BR-16-4-01509" ref-type="bibr">53</xref>). The p53 gene exhibits several genetic alterations in patients with BC (<xref rid="b57-BR-16-4-01509" ref-type="bibr">57</xref>). This highlights the need to administer effective treatments such as cell-cycle inhibitors in the form of target therapies and combinatorial target therapies against the wide range of <italic>TP53</italic> mutations.</p>
<p>In the current study, the high <italic>TP53</italic> mutation rate in the cohort could be explained by the high number of ER<sup>+</sup> cases, given that 67&#x0025; of the observed <italic>TP53</italic> mutations occurred in the ER<sup>+</sup> tumors. ER status is tightly associated with the molecular subtypes, and a significantly higher <italic>TP53</italic> mutation rate was demonstrated in the basal-like subtype, mainly ER-, and HER2-enriched (both ER<sup>-</sup> and ER<sup>+</sup>) tumors compared with the primarily ER<sup>+</sup> luminal type (<xref rid="b56-BR-16-4-01509" ref-type="bibr">56</xref>,<xref rid="b58-BR-16-4-01509" ref-type="bibr">58</xref>). A recent study by Bai <italic>et al</italic> (<xref rid="b59-BR-16-4-01509" ref-type="bibr">59</xref>) conducted in 2021 using NGS to detect <italic>TP53</italic> mutations in the cell free DNA in Chinese metastatic BC (MBC) patients indicated that TP53 mutations could be used as a prognostic marker for worse outcomes in MBC and for the response of adjuvant endocrine therapy. <italic>TP53</italic>-mutated MBC patients had a significantly worse outcome than <italic>TP53</italic> wild-type patients, especially those in the HR<sup>+</sup>/HER2<sup>-</sup> and triple-negative BC (TNBC) cohorts. <italic>TP53</italic> mutations were also associated with endocrine resistance (<xref rid="b59-BR-16-4-01509" ref-type="bibr">59</xref>).</p>
<p>In the present study TP53 mutations were not associated with HER2<sup>-</sup> tumors, which is comparable to the previously published research. <italic>TP53</italic> mutation status was an independent predictive factor of survival especially in HR<sup>+</sup>/HER2<sup>-</sup> and TNBC cohorts, but not in the HER2<sup>+</sup> cohort (<xref rid="b59-BR-16-4-01509" ref-type="bibr">59</xref>,<xref rid="b60-BR-16-4-01509" ref-type="bibr">60</xref>).</p>
<p>In the present study, the somatic TP53 mutation c.215C&#x003E;G p.(Pro72Arg) was the most frequently detected mutation in all BC patients, particularly those with Stage III BC. A previous study showed that TP53 mutation NM_000546.5:c.824G&#x003E;A p.(Cys275Tyr) was the most common mutation detected in 82 patients with Stage I-III BC who underwent NGS using tissue and blood samples, and they showed that TP53 pathogenic somatic mutations were associated with an 8-fold risk of recurrence in the univariate Cox regression analysis (<xref rid="b61-BR-16-4-01509" ref-type="bibr">61</xref>). The same study showed that the coexistence of TP53 and PIK3CA mutations was a common finding in BC patients (<xref rid="b61-BR-16-4-01509" ref-type="bibr">61</xref>). <italic>PIK3CA</italic> mutation (c.1173A&#x003E;G) and p.(Ile391Met) located in exon 9, was identified in 15 (50&#x0025;) patients. This exon encodes the helical domain, and mutations, represented by single amino acid substitutions, in this domain are associated with increased lipid kinase activity, and thus induce oncogenic transformation (<xref rid="b62-BR-16-4-01509" ref-type="bibr">62</xref>,<xref rid="b63-BR-16-4-01509" ref-type="bibr">63</xref>).</p>
<p>The PI3K pathway has been identified as a major player in cancer development and progression (<xref rid="b62-BR-16-4-01509 b63-BR-16-4-01509 b64-BR-16-4-01509 b65-BR-16-4-01509 b66-BR-16-4-01509" ref-type="bibr">62-66</xref>). PI3K is a heterodimeric enzyme composed of a p110&#x03B1; catalytic subunit encoded by the PIK3CA gene and a p85 regulatory subunit encoded by the PIK3R1 gene (<xref rid="b67-BR-16-4-01509" ref-type="bibr">67</xref>). In the present study, 47&#x0025; of the BC patients were carriers of <italic>PIK3CA</italic> mutations. This result corroborates the findings of the previous work, reporting that <italic>PIK3CA</italic> mutations occur in 20-40&#x0025; of BC and &#x2248;30&#x0025; of tumors of the prostate, cervix and endometrium (<xref rid="b68-BR-16-4-01509" ref-type="bibr">68</xref>,<xref rid="b69-BR-16-4-01509" ref-type="bibr">69</xref>). Several studies have suggested that <italic>PIK3CA</italic> mutations are more frequent in ER<sup>+</sup> and HER2<sup>+</sup> BC cases (<xref rid="b68-BR-16-4-01509" ref-type="bibr">68</xref>,<xref rid="b69-BR-16-4-01509" ref-type="bibr">69</xref>). Accordingly, the low mutation rate can be explained by a bias in the subtype distribution of the cohort. In the present study, 2 out of 5 (40&#x0025;) of the <italic>PIK3CA</italic> mutations occurred in ER<sup>+</sup> primary tumors. The small size of the cohort may have influenced this distribution. Mart&#x00ED;nez-S&#x00E1;ez <italic>et al</italic> (<xref rid="b70-BR-16-4-01509" ref-type="bibr">70</xref>) showed that 28&#x0025; of <italic>PIK3CA</italic> mutations identified in circulating tumor DNA (ctDNA) in 48 patients with advanced HR<sup>+</sup>/HER2<sup>-</sup> BC were not part of the therascreen<sup>&#x00AE;</sup> <italic>PIK3CA</italic> test (QIAGEN GmbH), a FDA approved kit used to select patients who possessed <italic>PIK3CA</italic> mutations in tumor tissue specimens and/or in circulating tumor DNA (ctDNA) isolated from plasma specimens (<xref rid="b71-BR-16-4-01509" ref-type="bibr">71</xref>). Therascreen PIK3CA detects 11 <italic>PIK3CA</italic> hotspot mutations, mostly found in exons 9 and 20(<xref rid="b71-BR-16-4-01509" ref-type="bibr">71</xref>).</p>
<p>It is important to remember that only a subset of genes was examined in the present study, and that for a deeper understanding of the mutational profiles of BC patients, considerably more extensive sequencing is required. The hotspot panel was not specifically developed for BC, and it includes areas and genes that are more commonly mutated in other cancer types (<xref rid="b72-BR-16-4-01509" ref-type="bibr">72</xref>).</p>
<p>Recently, Hempel <italic>et al</italic> (<xref rid="b73-BR-16-4-01509" ref-type="bibr">73</xref>) utilized a wide NGS panel to investigate 41 MBC samples and found that <italic>PIK3CA</italic> mutations appear in 34&#x0025; of the patients. A recent study reported that 22&#x0025; of the total population and 28&#x0025; of patients with HR<sup>+</sup> BC have a <italic>PIK3CA</italic> mutation (<xref rid="b74-BR-16-4-01509" ref-type="bibr">74</xref>). Further research using a large NGS panel targeting 1,021 genes in 193 MBC samples by Tang <italic>et al</italic> (<xref rid="b75-BR-16-4-01509" ref-type="bibr">75</xref>) detected 36 (18.7&#x0025;) mutations in the kinase domain and 26 (13.5&#x0025;) substitutions in the helical domain, with 10 (5.2&#x0025;) additional alterations distributed in the remaining <italic>PIK3CA</italic> sequence.</p>
<p><italic>PIK3CA</italic> mutations in the ctDNA of patients with BC have also been reported (<xref rid="b76-BR-16-4-01509" ref-type="bibr">76</xref>). Board <italic>et al</italic> (<xref rid="b77-BR-16-4-01509" ref-type="bibr">77</xref>) was able to detect <italic>PIK3CA</italic> mutations in the vast majority (80&#x0025;) of ctDNA samples from <italic>PIK3CA</italic>-mutated MBC, but not in early BC (<xref rid="b78-BR-16-4-01509" ref-type="bibr">78</xref>).</p>
<p>In conclusion, the results of this investigation showed that Ion Torrent DNA Sequencing technology using AmpliSeq Cancer Hotspot Panel v2 was found to be a suitable method to perform molecular characterization of the genotype of BC patients and healthy controls using peripheral blood samples. The present study revealed specific mutational profiles for every BC patient; for this reason, it may be a possible to improve diagnosis and prognosis, and recommend personalized treatments for each BC patient based on the mutational profile. The primary benefits of NGS are that it allows for the identification of multiple mutations at the same time, eliminating the need for sequential individual tests. Therefore, this technique could be routinely implemented in cancer diagnosis, as it can precisely identify fusions, SNPs, copy number variants, and insertion/deletions. Additionally, confirmation of NGS variants must be carefully investigated and validated through Sanger sequencing to avoid false positive outcomes. The results of the present study add to the existing body of knowledge and practice in the diagnosis and treatment of BC patients.</p>
</sec>
</body>
<back>
<ack>
<title>Acknowledgements</title>
<p>Not applicable.</p>
</ack>
<sec sec-type="data-availability">
<title>Availability of data and materials</title>
<p>The datasets used and/or analyzed during the present study are available from the corresponding author on reasonable request.</p>
</sec>
<sec>
<title>Authors&#x0027; contributions</title>
<p>SAM conceived the study, curated the data, analyzed the data, performed the experiments and wrote and reviewed the manuscript. NAAS, BA and SRB contributed to the design of the study, performed the experiments and drafted the manuscript. ABA and AMA performed the experiments and contributed to data analysis and interpretation. MA, AB and WYA conceived the study, performed data interpretation, and wrote and critically reviewed the manuscript. SAM, MA and AB confirm the authenticity of all the raw data. All the authors have read and approved the final manuscript.</p>
</sec>
<sec>
<title>Ethics approval and consent to participate</title>
<p>Ethical approval for this study was obtained from the Ethics Committee of King Fahad Medical City (KFMC; Riyadh, Saudi Arabia; IRB approval no. FWA00018774), and the study was performed in accordance with the guidelines described in the Helsinki Declaration. All participants provided signed informed consent prior to inclusion in this study.</p>
</sec>
<sec>
<title>Patient consent for publication</title>
<p>Not applicable.</p>
</sec>
<sec sec-type="COI-statement">
<title>Competing interests</title>
<p>The authors declare that they have no competing interests.</p>
</sec>
<ref-list>
<title>References</title>
<ref id="b1-BR-16-4-01509"><label>1</label><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Stewart</surname><given-names>BW</given-names></name><name><surname>Wild</surname><given-names>CP (eds)</given-names></name></person-group><comment>World Cancer Report 2014. International Agency for Research on Cancer, WHO, 2014.</comment></element-citation></ref>
<ref id="b2-BR-16-4-01509"><label>2</label><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Testa</surname><given-names>U</given-names></name><name><surname>Castelli</surname><given-names>G</given-names></name><name><surname>Pelosi</surname><given-names>E</given-names></name></person-group><article-title>Breast cancer: A molecularly heterogenous disease needing subtype-specific treatments</article-title><source>Med Sci (Basel)</source><volume>8</volume><issue>18</issue><year>2020</year><pub-id pub-id-type="pmid">32210163</pub-id><pub-id pub-id-type="doi">10.3390/medsci8010018</pub-id></element-citation></ref>
<ref id="b3-BR-16-4-01509"><label>3</label><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Almutlaq</surname><given-names>BA</given-names></name><name><surname>Almuazzi</surname><given-names>RF</given-names></name><name><surname>Almuhayfir</surname><given-names>AA</given-names></name><name><surname>Alfouzan</surname><given-names>AM</given-names></name><name><surname>Alshammari</surname><given-names>BT</given-names></name><name><surname>AlAnzi</surname><given-names>HS</given-names></name><name><surname>Ahmed</surname><given-names>HG</given-names></name></person-group><article-title>Breast cancer in Saudi Arabia and its possible risk factors</article-title><source>J Cancer Policy</source><volume>12</volume><fpage>83</fpage><lpage>89</lpage><year>2017</year></element-citation></ref>
<ref id="b4-BR-16-4-01509"><label>4</label><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Siegel</surname><given-names>RL</given-names></name><name><surname>Miller</surname><given-names>KD</given-names></name><name><surname>Jemal</surname><given-names>A</given-names></name></person-group><article-title>Cancer statistics, 2018</article-title><source>CA Cancer J Clin</source><volume>68</volume><fpage>7</fpage><lpage>30</lpage><year>2018</year><pub-id pub-id-type="pmid">29313949</pub-id><pub-id pub-id-type="doi">10.3322/caac.21442</pub-id></element-citation></ref>
<ref id="b5-BR-16-4-01509"><label>5</label><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Zhang</surname><given-names>J</given-names></name><name><surname>Sp&#x00E4;th</surname><given-names>SS</given-names></name><name><surname>Marjani</surname><given-names>SL</given-names></name><name><surname>Zhang</surname><given-names>W</given-names></name><name><surname>Pan</surname><given-names>X</given-names></name></person-group><article-title>Characterization of cancer genomic heterogeneity by next-generation sequencing advances precision medicine in cancer treatment</article-title><source>Precis Clin Med</source><volume>1</volume><fpage>29</fpage><lpage>48</lpage><year>2018</year><pub-id pub-id-type="pmid">30687561</pub-id><pub-id pub-id-type="doi">10.1093/pcmedi/pby007</pub-id></element-citation></ref>
<ref id="b6-BR-16-4-01509"><label>6</label><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Fasching</surname><given-names>PA</given-names></name><name><surname>Ekici</surname><given-names>AB</given-names></name><name><surname>Adamietz</surname><given-names>BR</given-names></name><name><surname>Wachter</surname><given-names>DL</given-names></name><name><surname>Hein</surname><given-names>A</given-names></name><name><surname>Bayer</surname><given-names>CM</given-names></name><name><surname>H&#x00E4;berle</surname><given-names>L</given-names></name><name><surname>Loehberg</surname><given-names>CR</given-names></name><name><surname>Jud</surname><given-names>SM</given-names></name><name><surname>Heusinger</surname><given-names>K</given-names></name><etal/></person-group><article-title>Breast cancer risk-genes, environment and clinics</article-title><source>Geburtshilfe Frauenheilkd</source><volume>71</volume><fpage>1056</fpage><lpage>1066</lpage><year>2011</year><pub-id pub-id-type="pmid">25253900</pub-id><pub-id pub-id-type="doi">10.1055/s-0031-1280437</pub-id></element-citation></ref>
<ref id="b7-BR-16-4-01509"><label>7</label><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Rudolph</surname><given-names>A</given-names></name><name><surname>Chang-Claude</surname><given-names>J</given-names></name><name><surname>Schmidt</surname><given-names>MK</given-names></name></person-group><article-title>Gene-environment interaction and risk of breast cancer</article-title><source>Br J Cancer</source><volume>114</volume><fpage>125</fpage><lpage>133</lpage><year>2016</year><pub-id pub-id-type="pmid">26757262</pub-id><pub-id pub-id-type="doi">10.1038/bjc.2015.439</pub-id></element-citation></ref>
<ref id="b8-BR-16-4-01509"><label>8</label><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Hiatt</surname><given-names>RA</given-names></name><name><surname>Haslam</surname><given-names>SZ</given-names></name><name><surname>Osuch</surname><given-names>J</given-names></name></person-group><comment>Breast Cancer and the Environment Research Centers</comment><article-title>The breast cancer and the environment research centers: Transdisciplinary research on the role of the environment in breast cancer etiology</article-title><source>Environ Health Perspect</source><volume>117</volume><fpage>1814</fpage><lpage>1822</lpage><year>2009</year><pub-id pub-id-type="pmid">20049199</pub-id><pub-id pub-id-type="doi">10.1289/ehp.0800120</pub-id></element-citation></ref>
<ref id="b9-BR-16-4-01509"><label>9</label><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Winters</surname><given-names>S</given-names></name><name><surname>Martin</surname><given-names>C</given-names></name><name><surname>Murphy</surname><given-names>D</given-names></name><name><surname>Shokar</surname><given-names>NK</given-names></name></person-group><article-title>Breast cancer epidemiology, prevention, and screening</article-title><source>Prog Mol Biol Transl Sci</source><volume>151</volume><fpage>1</fpage><lpage>32</lpage><year>2017</year><pub-id pub-id-type="pmid">29096890</pub-id><pub-id pub-id-type="doi">10.1016/bs.pmbts.2017.07.002</pub-id></element-citation></ref>
<ref id="b10-BR-16-4-01509"><label>10</label><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Parkin</surname><given-names>DM</given-names></name><name><surname>Boyd</surname><given-names>L</given-names></name></person-group><article-title>8. Cancers attributable to overweight and obesity in the UK in 2010</article-title><source>Br J Cancer</source><volume>105 (Suppl 2)</volume><fpage>S34</fpage><lpage>S37</lpage><year>2011</year><pub-id pub-id-type="pmid">22158318</pub-id><pub-id pub-id-type="doi">10.1038/bjc.2011.481</pub-id></element-citation></ref>
<ref id="b11-BR-16-4-01509"><label>11</label><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Nelson</surname><given-names>HD</given-names></name><name><surname>Zakher</surname><given-names>B</given-names></name><name><surname>Cantor</surname><given-names>A</given-names></name><name><surname>Fu</surname><given-names>R</given-names></name><name><surname>Griffin</surname><given-names>J</given-names></name><name><surname>O&#x0027;Meara</surname><given-names>ES</given-names></name><name><surname>Buist</surname><given-names>DS</given-names></name><name><surname>Kerlikowske</surname><given-names>K</given-names></name><name><surname>van Ravesteyn</surname><given-names>NT</given-names></name><name><surname>Trentham-Dietz</surname><given-names>A</given-names></name><etal/></person-group><article-title>Risk factors for breast cancer for women aged 40 to 49 years: A systematic review and meta-analysis</article-title><source>Ann Intern Med</source><volume>156</volume><fpage>635</fpage><lpage>648</lpage><year>2012</year><pub-id pub-id-type="pmid">22547473</pub-id><pub-id pub-id-type="doi">10.7326/0003-4819-156-9-201205010-00006</pub-id></element-citation></ref>
<ref id="b12-BR-16-4-01509"><label>12</label><element-citation publication-type="journal"><comment>Collaborative Group on Hormonal Factors in Breast Cancer</comment><article-title>Menarche, menopause, and breast cancer risk: Individual participant meta-analysis, including 118 964 women with breast cancer from 117 epidemiological studies</article-title><source>Lancet Oncol</source><volume>13</volume><fpage>1141</fpage><lpage>1151</lpage><year>2012</year><pub-id pub-id-type="pmid">23084519</pub-id><pub-id pub-id-type="doi">10.1016/S1470-2045(12)70425-4</pub-id></element-citation></ref>
<ref id="b13-BR-16-4-01509"><label>13</label><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Fenga</surname><given-names>C</given-names></name></person-group><article-title>Occupational exposure and risk of breast cancer</article-title><source>Biomed Rep</source><volume>4</volume><fpage>282</fpage><lpage>292</lpage><year>2016</year><pub-id pub-id-type="pmid">26998264</pub-id><pub-id pub-id-type="doi">10.3892/br.2016.575</pub-id></element-citation></ref>
<ref id="b14-BR-16-4-01509"><label>14</label><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Elkum</surname><given-names>N</given-names></name><name><surname>Al-Tweigeri</surname><given-names>T</given-names></name><name><surname>Ajarim</surname><given-names>D</given-names></name><name><surname>Al-Zahrani</surname><given-names>A</given-names></name><name><surname>Amer</surname><given-names>SM</given-names></name><name><surname>Aboussekhra</surname><given-names>A</given-names></name></person-group><article-title>Obesity is a significant risk factor for breast cancer in Arab women</article-title><source>BMC Cancer</source><volume>14</volume><issue>788</issue><year>2014</year><pub-id pub-id-type="pmid">25351244</pub-id><pub-id pub-id-type="doi">10.1186/1471-2407-14-788</pub-id></element-citation></ref>
<ref id="b15-BR-16-4-01509"><label>15</label><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Gnant</surname><given-names>M</given-names></name><name><surname>Mlineritsch</surname><given-names>B</given-names></name><name><surname>Schippinger</surname><given-names>W</given-names></name><name><surname>Luschin-Ebengreuth</surname><given-names>G</given-names></name><name><surname>P&#x00F6;stlberger</surname><given-names>S</given-names></name><name><surname>Menzel</surname><given-names>C</given-names></name><name><surname>Jakesz</surname><given-names>R</given-names></name><name><surname>Seifert</surname><given-names>M</given-names></name><name><surname>Hubalek</surname><given-names>M</given-names></name><name><surname>Bjelic-Radisic</surname><given-names>V</given-names></name><etal/></person-group><article-title>Endocrine therapy plus zoledronic acid in premenopausal breast cancer</article-title><source>N Engl J Med</source><volume>360</volume><fpage>679</fpage><lpage>691</lpage><year>2009</year><pub-id pub-id-type="pmid">19213681</pub-id><pub-id pub-id-type="doi">10.1056/NEJMoa0806285</pub-id></element-citation></ref>
<ref id="b16-BR-16-4-01509"><label>16</label><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>McCormack</surname><given-names>VA</given-names></name><name><surname>dos Santos Silva</surname><given-names>I</given-names></name></person-group><article-title>Breast density and parenchymal patterns as markers of breast cancer risk: A meta-analysis</article-title><source>Cancer Epidemiol Biomarkers Prev</source><volume>15</volume><fpage>1159</fpage><lpage>1169</lpage><year>2006</year><pub-id pub-id-type="pmid">16775176</pub-id><pub-id pub-id-type="doi">10.1158/1055-9965.EPI-06-0034</pub-id></element-citation></ref>
<ref id="b17-BR-16-4-01509"><label>17</label><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Druesne-Pecollo</surname><given-names>N</given-names></name><name><surname>Touvier</surname><given-names>M</given-names></name><name><surname>Barrandon</surname><given-names>E</given-names></name><name><surname>Chan</surname><given-names>DS</given-names></name><name><surname>Norat</surname><given-names>T</given-names></name><name><surname>Zelek</surname><given-names>L</given-names></name><name><surname>Hercberg</surname><given-names>S</given-names></name><name><surname>Latino-Martel</surname><given-names>P</given-names></name></person-group><article-title>Excess body weight and second primary cancer risk after breast cancer: A systematic review and meta-analysis of prospective studies</article-title><source>Breast Cancer Res Treat</source><volume>135</volume><fpage>647</fpage><lpage>654</lpage><year>2012</year><pub-id pub-id-type="pmid">22864804</pub-id><pub-id pub-id-type="doi">10.1007/s10549-012-2187-1</pub-id></element-citation></ref>
<ref id="b18-BR-16-4-01509"><label>18</label><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Abderrahman</surname><given-names>B</given-names></name><name><surname>Jordan</surname><given-names>VC</given-names></name></person-group><article-title>Rethinking extended adjuvant antiestrogen therapy to increase survivorship in breast cancer</article-title><source>JAMA Oncol</source><volume>4</volume><fpage>15</fpage><lpage>16</lpage><year>2018</year><pub-id pub-id-type="pmid">29145574</pub-id><pub-id pub-id-type="doi">10.1001/jamaoncol.2017.3510</pub-id></element-citation></ref>
<ref id="b19-BR-16-4-01509"><label>19</label><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Apostolou</surname><given-names>P</given-names></name><name><surname>Fostira</surname><given-names>F</given-names></name></person-group><article-title>Hereditary breast cancer: The era of new susceptibility genes</article-title><source>Biomed Res Int</source><volume>2013</volume><issue>747318</issue><year>2013</year><pub-id pub-id-type="pmid">23586058</pub-id><pub-id pub-id-type="doi">10.1155/2013/747318</pub-id></element-citation></ref>
<ref id="b20-BR-16-4-01509"><label>20</label><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Michailidou</surname><given-names>K</given-names></name><name><surname>Beesley</surname><given-names>J</given-names></name><name><surname>Lindstrom</surname><given-names>S</given-names></name><name><surname>Canisius</surname><given-names>S</given-names></name><name><surname>Dennis</surname><given-names>J</given-names></name><name><surname>Lush</surname><given-names>MJ</given-names></name><name><surname>Maranian</surname><given-names>MJ</given-names></name><name><surname>Bolla</surname><given-names>MK</given-names></name><name><surname>Wang</surname><given-names>Q</given-names></name><name><surname>Shah</surname><given-names>M</given-names></name><etal/></person-group><article-title>Genome-wide association analysis of more than 120,000 individuals identifies 15 new susceptibility loci for breast cancer</article-title><source>Nat Genet</source><volume>47</volume><fpage>373</fpage><lpage>380</lpage><year>2015</year><pub-id pub-id-type="pmid">25751625</pub-id><pub-id pub-id-type="doi">10.1038/ng.3242</pub-id></element-citation></ref>
<ref id="b21-BR-16-4-01509"><label>21</label><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Luen</surname><given-names>S</given-names></name><name><surname>Virassamy</surname><given-names>B</given-names></name><name><surname>Savas</surname><given-names>P</given-names></name><name><surname>Salgado</surname><given-names>R</given-names></name><name><surname>Loi</surname><given-names>S</given-names></name></person-group><article-title>The genomic landscape of breast cancer and its interaction with host immunity</article-title><source>Breast</source><volume>29</volume><fpage>241</fpage><lpage>250</lpage><year>2016</year><pub-id pub-id-type="pmid">27481651</pub-id><pub-id pub-id-type="doi">10.1016/j.breast.2016.07.015</pub-id></element-citation></ref>
<ref id="b22-BR-16-4-01509"><label>22</label><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Mundhofir</surname><given-names>FE</given-names></name><name><surname>Wulandari</surname><given-names>CE</given-names></name><name><surname>Prajoko</surname><given-names>YW</given-names></name><name><surname>Winarni</surname><given-names>TI</given-names></name></person-group><article-title>BRCA1 gene mutation screening for the hereditary breast and/or ovarian cancer syndrome in breast cancer cases: A first high resolution DNA melting analysis in Indonesia</article-title><source>Asian Pac J Cancer Prev</source><volume>17</volume><fpage>1539</fpage><lpage>1546</lpage><year>2016</year><pub-id pub-id-type="pmid">27039803</pub-id><pub-id pub-id-type="doi">10.7314/apjcp.2016.17.3.1539</pub-id></element-citation></ref>
<ref id="b23-BR-16-4-01509"><label>23</label><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Yoshida</surname><given-names>K</given-names></name><name><surname>Miki</surname><given-names>Y</given-names></name></person-group><article-title>Role of BRCA1 and BRCA2 as regulators of DNA repair, transcription, and cell cycle in response to DNA damage</article-title><source>Cancer Sci</source><volume>95</volume><fpage>866</fpage><lpage>871</lpage><year>2004</year><pub-id pub-id-type="pmid">15546503</pub-id><pub-id pub-id-type="doi">10.1111/j.1349-7006.2004.tb02195.x</pub-id></element-citation></ref>
<ref id="b24-BR-16-4-01509"><label>24</label><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Couch</surname><given-names>FJ</given-names></name><name><surname>Nathanson</surname><given-names>KL</given-names></name><name><surname>Offit</surname><given-names>K</given-names></name></person-group><article-title>Two decades after BRCA: Setting paradigms in personalized cancer care and prevention</article-title><source>Science</source><volume>343</volume><fpage>1466</fpage><lpage>1470</lpage><year>2014</year><pub-id pub-id-type="pmid">24675953</pub-id><pub-id pub-id-type="doi">10.1126/science.1251827</pub-id></element-citation></ref>
<ref id="b25-BR-16-4-01509"><label>25</label><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Byler</surname><given-names>S</given-names></name><name><surname>Goldgar</surname><given-names>S</given-names></name><name><surname>Heerboth</surname><given-names>S</given-names></name><name><surname>Leary</surname><given-names>M</given-names></name><name><surname>Housman</surname><given-names>G</given-names></name><name><surname>Moulton</surname><given-names>K</given-names></name><name><surname>Sarkar</surname><given-names>S</given-names></name></person-group><article-title>Genetic and epigenetic aspects of breast cancer progression and therapy</article-title><source>Anticancer Res</source><volume>34</volume><fpage>1071</fpage><lpage>1077</lpage><year>2014</year><pub-id pub-id-type="pmid">24596345</pub-id></element-citation></ref>
<ref id="b26-BR-16-4-01509"><label>26</label><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Forbes</surname><given-names>SA</given-names></name><name><surname>Beare</surname><given-names>D</given-names></name><name><surname>Boutselakis</surname><given-names>H</given-names></name><name><surname>Bamford</surname><given-names>S</given-names></name><name><surname>Bindal</surname><given-names>N</given-names></name><name><surname>Tate</surname><given-names>J</given-names></name><name><surname>Cole</surname><given-names>CG</given-names></name><name><surname>Ward</surname><given-names>S</given-names></name><name><surname>Dawson</surname><given-names>E</given-names></name><name><surname>Ponting</surname><given-names>L</given-names></name><etal/></person-group><article-title>COSMIC: Somatic cancer genetics at high-resolution</article-title><source>Nucleic Acids Res</source><volume>45</volume><fpage>D777</fpage><lpage>D783</lpage><year>2017</year><pub-id pub-id-type="pmid">27899578</pub-id><pub-id pub-id-type="doi">10.1093/nar/gkw1121</pub-id></element-citation></ref>
<ref id="b27-BR-16-4-01509"><label>27</label><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Marcus</surname><given-names>L</given-names></name><name><surname>Lemery</surname><given-names>SJ</given-names></name><name><surname>Keegan</surname><given-names>P</given-names></name><name><surname>Pazdur</surname><given-names>R</given-names></name></person-group><article-title>FDA approval summary: Pembrolizumab for the treatment of microsatellite instability-high solid tumors</article-title><source>Clin Cancer Res</source><volume>25</volume><fpage>3753</fpage><lpage>3758</lpage><year>2019</year><pub-id pub-id-type="pmid">30787022</pub-id><pub-id pub-id-type="doi">10.1158/1078-0432.CCR-18-4070</pub-id></element-citation></ref>
<ref id="b28-BR-16-4-01509"><label>28</label><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Kurata</surname><given-names>K</given-names></name><name><surname>Kubo</surname><given-names>M</given-names></name><name><surname>Mori</surname><given-names>H</given-names></name><name><surname>Kawaji</surname><given-names>H</given-names></name><name><surname>Motoyama</surname><given-names>Y</given-names></name><name><surname>Kuroki</surname><given-names>L</given-names></name><name><surname>Yamada</surname><given-names>M</given-names></name><name><surname>Kaneshiro</surname><given-names>K</given-names></name><name><surname>Kai</surname><given-names>M</given-names></name><name><surname>Nakamura</surname><given-names>M</given-names></name></person-group><article-title>Abstract P1-06-11: Microsatellite instability in triple negative breast cancers</article-title><source>Cancer Res</source><volume>79 (Suppl 4)</volume><issue>P1-06-11</issue><year>2019</year></element-citation></ref>
<ref id="b29-BR-16-4-01509"><label>29</label><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Bonneville</surname><given-names>R</given-names></name><name><surname>Krook</surname><given-names>MA</given-names></name><name><surname>Kautto</surname><given-names>EA</given-names></name><name><surname>Miya</surname><given-names>J</given-names></name><name><surname>Wing</surname><given-names>MR</given-names></name><name><surname>Chen</surname><given-names>HZ</given-names></name><name><surname>Reeser</surname><given-names>JW</given-names></name><name><surname>Yu</surname><given-names>L</given-names></name><name><surname>Roychowdhury</surname><given-names>S</given-names></name></person-group><comment>Landscape of microsatellite instability across 39 cancer types. JCO Precis Oncol: Oct 3, 2017 (Epub ahead of print). doi: 10.1200/PO.17.00073</comment></element-citation></ref>
<ref id="b30-BR-16-4-01509"><label>30</label><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Le Du</surname><given-names>F</given-names></name><name><surname>Eckhardt</surname><given-names>BL</given-names></name><name><surname>Lim</surname><given-names>B</given-names></name><name><surname>Litton</surname><given-names>JK</given-names></name><name><surname>Moulder</surname><given-names>S</given-names></name><name><surname>Meric-Bernstam</surname><given-names>F</given-names></name><name><surname>Gonzalez-Angulo</surname><given-names>AM</given-names></name><name><surname>Ueno</surname><given-names>NT</given-names></name></person-group><article-title>Is the future of personalized therapy in triple-negative breast cancer based on molecular subtype?</article-title><source>Oncotarget</source><volume>6</volume><fpage>12890</fpage><lpage>12908</lpage><year>2015</year><pub-id pub-id-type="pmid">25973541</pub-id><pub-id pub-id-type="doi">10.18632/oncotarget.3849</pub-id></element-citation></ref>
<ref id="b31-BR-16-4-01509"><label>31</label><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Liu</surname><given-names>YR</given-names></name><name><surname>Jiang</surname><given-names>YZ</given-names></name><name><surname>Xu</surname><given-names>XE</given-names></name><name><surname>Yu</surname><given-names>KD</given-names></name><name><surname>Jin</surname><given-names>X</given-names></name><name><surname>Hu</surname><given-names>X</given-names></name><name><surname>Zuo</surname><given-names>WJ</given-names></name><name><surname>Hao</surname><given-names>S</given-names></name><name><surname>Wu</surname><given-names>J</given-names></name><name><surname>Liu</surname><given-names>GY</given-names></name><etal/></person-group><article-title>Comprehensive transcriptome analysis identifies novel molecular subtypes and subtype-specific RNAs of triple-negative breast cancer</article-title><source>Breast Cancer Res</source><volume>18</volume><issue>33</issue><year>2016</year><pub-id pub-id-type="pmid">26975198</pub-id><pub-id pub-id-type="doi">10.1186/s13058-016-0690-8</pub-id></element-citation></ref>
<ref id="b32-BR-16-4-01509"><label>32</label><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Sachdev</surname><given-names>JC</given-names></name><name><surname>Sandoval</surname><given-names>AC</given-names></name><name><surname>Jahanzeb</surname><given-names>M</given-names></name></person-group><article-title>Update on precision medicine in breast cancer</article-title><source>Cancer Treat Res</source><volume>178</volume><fpage>45</fpage><lpage>80</lpage><year>2019</year><pub-id pub-id-type="pmid">31209841</pub-id><pub-id pub-id-type="doi">10.1007/978-3-030-16391-4_2</pub-id></element-citation></ref>
<ref id="b33-BR-16-4-01509"><label>33</label><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Nagahashi</surname><given-names>M</given-names></name><name><surname>Shimada</surname><given-names>Y</given-names></name><name><surname>Ichikawa</surname><given-names>H</given-names></name><name><surname>Kameyama</surname><given-names>H</given-names></name><name><surname>Takabe</surname><given-names>K</given-names></name><name><surname>Okuda</surname><given-names>S</given-names></name><name><surname>Wakai</surname><given-names>T</given-names></name></person-group><article-title>Next generation sequencing-based gene panel tests for the management of solid tumors</article-title><source>Cancer Sci</source><volume>110</volume><fpage>6</fpage><lpage>15</lpage><year>2019</year><pub-id pub-id-type="pmid">30338623</pub-id><pub-id pub-id-type="doi">10.1111/cas.13837</pub-id></element-citation></ref>
<ref id="b34-BR-16-4-01509"><label>34</label><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Smith</surname><given-names>NG</given-names></name><name><surname>Gyanchandani</surname><given-names>R</given-names></name><name><surname>Shah</surname><given-names>OS</given-names></name><name><surname>Gurda</surname><given-names>GT</given-names></name><name><surname>Lucas</surname><given-names>PC</given-names></name><name><surname>Hartmaier</surname><given-names>RJ</given-names></name><name><surname>Brufsky</surname><given-names>AM</given-names></name><name><surname>Puhalla</surname><given-names>S</given-names></name><name><surname>Bahreini</surname><given-names>A</given-names></name><name><surname>Kota</surname><given-names>K</given-names></name><etal/></person-group><article-title>Targeted mutation detection in breast cancer using MammaSeq&#x2122;</article-title><source>Breast Cancer Res</source><volume>21</volume><issue>22</issue><year>2019</year><pub-id pub-id-type="pmid">30736836</pub-id><pub-id pub-id-type="doi">10.1186/s13058-019-1102-7</pub-id></element-citation></ref>
<ref id="b35-BR-16-4-01509"><label>35</label><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Desmedt</surname><given-names>C</given-names></name><name><surname>Voet</surname><given-names>T</given-names></name><name><surname>Sotiriou</surname><given-names>C</given-names></name><name><surname>Campbell</surname><given-names>PJ</given-names></name></person-group><article-title>Next-generation sequencing in breast cancer: First take home messages</article-title><source>Curr Opin Oncol</source><volume>24</volume><fpage>597</fpage><lpage>604</lpage><year>2012</year><pub-id pub-id-type="pmid">23014189</pub-id><pub-id pub-id-type="doi">10.1097/CCO.0b013e328359554e</pub-id></element-citation></ref>
<ref id="b36-BR-16-4-01509"><label>36</label><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Ma</surname><given-names>R</given-names></name><name><surname>Gong</surname><given-names>J</given-names></name><name><surname>Jiang</surname><given-names>X</given-names></name></person-group><article-title>Novel applications of next-generation sequencing in breast cancer research</article-title><source>Genes Dis</source><volume>4</volume><fpage>149</fpage><lpage>153</lpage><year>2017</year><pub-id pub-id-type="pmid">30258916</pub-id><pub-id pub-id-type="doi">10.1016/j.gendis.2017.07.003</pub-id></element-citation></ref>
<ref id="b37-BR-16-4-01509"><label>37</label><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Shrestha</surname><given-names>B</given-names></name><name><surname>Dunn</surname><given-names>L</given-names></name></person-group><article-title>The declaration of Helsinki on medical research involving human subjects: A review of seventh revision</article-title><source>J Nepal Health Res Counc</source><volume>17</volume><fpage>548</fpage><lpage>552</lpage><year>2020</year><pub-id pub-id-type="pmid">32001865</pub-id><pub-id pub-id-type="doi">10.33314/jnhrc.v17i4.1042</pub-id></element-citation></ref>
<ref id="b38-BR-16-4-01509"><label>38</label><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Arteche-L&#x00F3;pez</surname><given-names>A</given-names></name><name><surname>&#x00C1;vila-Fern&#x00E1;ndez</surname><given-names>A</given-names></name><name><surname>Romero</surname><given-names>R</given-names></name><name><surname>Riveiro-&#x00C1;lvarez</surname><given-names>R</given-names></name><name><surname>L&#x00F3;pez-Mart&#x00ED;nez</surname><given-names>MA</given-names></name><name><surname>Gim&#x00E9;nez-Pardo</surname><given-names>A</given-names></name><name><surname>V&#x00E9;lez-Monsalve</surname><given-names>C</given-names></name><name><surname>Gallego-Merlo</surname><given-names>J</given-names></name><name><surname>Garc&#x00ED;a-Vara</surname><given-names>I</given-names></name><name><surname>Almoguera</surname><given-names>B</given-names></name><etal/></person-group><article-title>Sanger sequencing is no longer always necessary based on a single-center validation of 1109 NGS variants in 825 clinical exomes</article-title><source>Sci Rep</source><volume>11</volume><issue>5697</issue><year>2021</year><pub-id pub-id-type="pmid">33707547</pub-id><pub-id pub-id-type="doi">10.1038/s41598-021-85182-w</pub-id></element-citation></ref>
<ref id="b39-BR-16-4-01509"><label>39</label><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Donnelly</surname><given-names>TT</given-names></name><name><surname>Khater</surname><given-names>AH</given-names></name><name><surname>Al-Bader</surname><given-names>SB</given-names></name><name><surname>Al Kuwari</surname><given-names>MG</given-names></name><name><surname>Malik</surname><given-names>M</given-names></name><name><surname>Al-Meer</surname><given-names>N</given-names></name><name><surname>Singh</surname><given-names>R</given-names></name><name><surname>Fung</surname><given-names>T</given-names></name></person-group><article-title>Factors that influence awareness of breast cancer screening among Arab women in Qatar: Results from a cross sectional survey</article-title><source>Asian Pac J Cancer Prev</source><volume>15</volume><fpage>10157</fpage><lpage>10164</lpage><year>2014</year><pub-id pub-id-type="pmid">25556441</pub-id><pub-id pub-id-type="doi">10.7314/apjcp.2014.15.23.10157</pub-id></element-citation></ref>
<ref id="b40-BR-16-4-01509"><label>40</label><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Azaiza</surname><given-names>F</given-names></name><name><surname>Cohen</surname><given-names>M</given-names></name></person-group><article-title>Health beliefs and rates of breast cancer screening among Arab women</article-title><source>J Womens Health (Larchmt)</source><volume>15</volume><fpage>520</fpage><lpage>530</lpage><year>2006</year><pub-id pub-id-type="pmid">16796479</pub-id><pub-id pub-id-type="doi">10.1089/jwh.2006.15.520</pub-id></element-citation></ref>
<ref id="b41-BR-16-4-01509"><label>41</label><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Baron-Epel</surname><given-names>O</given-names></name><name><surname>Friedman</surname><given-names>N</given-names></name><name><surname>Lernau</surname><given-names>O</given-names></name></person-group><article-title>Reducing disparities in mammography-use in a multicultural population in Israel</article-title><source>Int J Equity Health</source><volume>8</volume><issue>19</issue><year>2009</year><pub-id pub-id-type="pmid">19454004</pub-id><pub-id pub-id-type="doi">10.1186/1475-9276-8-19</pub-id></element-citation></ref>
<ref id="b42-BR-16-4-01509"><label>42</label><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Bener</surname><given-names>A</given-names></name><name><surname>Ayub</surname><given-names>H</given-names></name><name><surname>Kakil</surname><given-names>R</given-names></name><name><surname>Ibrahim</surname><given-names>W</given-names></name></person-group><article-title>Patterns of cancer incidence among the population of Qatar: A worldwide comparative study</article-title><source>Asian Pac J Cancer Prev</source><volume>9</volume><fpage>19</fpage><lpage>24</lpage><year>2008</year><pub-id pub-id-type="pmid">18439066</pub-id></element-citation></ref>
<ref id="b43-BR-16-4-01509"><label>43</label><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Najjar</surname><given-names>H</given-names></name><name><surname>Easson</surname><given-names>A</given-names></name></person-group><article-title>Age at diagnosis of breast cancer in Arab nations</article-title><source>Int J Surg</source><volume>8</volume><fpage>448</fpage><lpage>452</lpage><year>2010</year><pub-id pub-id-type="pmid">20601253</pub-id><pub-id pub-id-type="doi">10.1016/j.ijsu.2010.05.012</pub-id></element-citation></ref>
<ref id="b44-BR-16-4-01509"><label>44</label><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Soskolne</surname><given-names>V</given-names></name><name><surname>Marie</surname><given-names>S</given-names></name><name><surname>Manor</surname><given-names>O</given-names></name></person-group><article-title>Beliefs, recommendations and intentions are important explanatory factors of mammography screening behavior among Muslim Arab women in Israel</article-title><source>Health Educ Res</source><volume>22</volume><fpage>665</fpage><lpage>676</lpage><year>2007</year><pub-id pub-id-type="pmid">17138612</pub-id><pub-id pub-id-type="doi">10.1093/her/cyl132</pub-id></element-citation></ref>
<ref id="b45-BR-16-4-01509"><label>45</label><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Tarabeia</surname><given-names>J</given-names></name><name><surname>Baron-Epel</surname><given-names>O</given-names></name><name><surname>Barchana</surname><given-names>M</given-names></name><name><surname>Liphshitz</surname><given-names>I</given-names></name><name><surname>Ifrah</surname><given-names>A</given-names></name><name><surname>Fishler</surname><given-names>Y</given-names></name><name><surname>Green</surname><given-names>MS</given-names></name></person-group><article-title>A comparison of trends in incidence and mortality rates of breast cancer, incidence to mortality ratio and stage at diagnosis between Arab and Jewish women in Israel, 1979-2002</article-title><source>Eur J Cancer Prev</source><volume>16</volume><fpage>36</fpage><lpage>42</lpage><year>2007</year><pub-id pub-id-type="pmid">17220702</pub-id><pub-id pub-id-type="doi">10.1097/01.cej.0000228407.91223.85</pub-id></element-citation></ref>
<ref id="b46-BR-16-4-01509"><label>46</label><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Bai</surname><given-names>X</given-names></name><name><surname>Zhang</surname><given-names>E</given-names></name><name><surname>Ye</surname><given-names>H</given-names></name><name><surname>Nandakumar</surname><given-names>V</given-names></name><name><surname>Wang</surname><given-names>Z</given-names></name><name><surname>Chen</surname><given-names>L</given-names></name><name><surname>Tang</surname><given-names>C</given-names></name><name><surname>Li</surname><given-names>J</given-names></name><name><surname>Li</surname><given-names>H</given-names></name><name><surname>Zhang</surname><given-names>W</given-names></name><etal/></person-group><article-title>PIK3CA and TP53 gene mutations in human breast cancer tumors frequently detected by ion torrent DNA sequencing</article-title><source>PLoS One</source><volume>9</volume><issue>e99306</issue><year>2014</year><pub-id pub-id-type="pmid">24918944</pub-id><pub-id pub-id-type="doi">10.1371/journal.pone.0099306</pub-id></element-citation></ref>
<ref id="b47-BR-16-4-01509"><label>47</label><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Cho</surname><given-names>SH</given-names></name><name><surname>Jeon</surname><given-names>J</given-names></name><name><surname>Kim</surname><given-names>SI</given-names></name></person-group><article-title>Personalized medicine in breast cancer: A systematic review</article-title><source>J Breast Cancer</source><volume>15</volume><fpage>265</fpage><lpage>272</lpage><year>2012</year><pub-id pub-id-type="pmid">23091538</pub-id><pub-id pub-id-type="doi">10.4048/jbc.2012.15.3.265</pub-id></element-citation></ref>
<ref id="b48-BR-16-4-01509"><label>48</label><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>van den Brandt</surname><given-names>PA</given-names></name><name><surname>Spiegelman</surname><given-names>D</given-names></name><name><surname>Yaun</surname><given-names>SS</given-names></name><name><surname>Adami</surname><given-names>HO</given-names></name><name><surname>Beeson</surname><given-names>L</given-names></name><name><surname>Folsom</surname><given-names>AR</given-names></name><name><surname>Fraser</surname><given-names>G</given-names></name><name><surname>Goldbohm</surname><given-names>RA</given-names></name><name><surname>Graham</surname><given-names>S</given-names></name><name><surname>Kushi</surname><given-names>L</given-names></name><etal/></person-group><article-title>Pooled analysis of prospective cohort studies on height, weight, and breast cancer risk</article-title><source>Am J Epidemiol</source><volume>152</volume><fpage>514</fpage><lpage>527</lpage><year>2000</year><pub-id pub-id-type="pmid">10997541</pub-id><pub-id pub-id-type="doi">10.1093/aje/152.6.514</pub-id></element-citation></ref>
<ref id="b49-BR-16-4-01509"><label>49</label><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Gallagher</surname><given-names>EJ</given-names></name><name><surname>LeRoith</surname><given-names>D</given-names></name></person-group><article-title>Obesity and diabetes: The increased risk of cancer and cancer-related mortality</article-title><source>Physiol Rev</source><volume>95</volume><fpage>727</fpage><lpage>748</lpage><year>2015</year><pub-id pub-id-type="pmid">26084689</pub-id><pub-id pub-id-type="doi">10.1152/physrev.00030.2014</pub-id></element-citation></ref>
<ref id="b50-BR-16-4-01509"><label>50</label><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Gregor</surname><given-names>MF</given-names></name><name><surname>Hotamisligil</surname><given-names>GS</given-names></name></person-group><article-title>Inflammatory mechanisms in obesity</article-title><source>Annu Rev Immunol</source><volume>29</volume><fpage>415</fpage><lpage>445</lpage><year>2011</year><pub-id pub-id-type="pmid">21219177</pub-id><pub-id pub-id-type="doi">10.1146/annurev-immunol-031210-101322</pub-id></element-citation></ref>
<ref id="b51-BR-16-4-01509"><label>51</label><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Seo</surname><given-names>BR</given-names></name><name><surname>Bhardwaj</surname><given-names>P</given-names></name><name><surname>Choi</surname><given-names>S</given-names></name><name><surname>Gonzalez</surname><given-names>J</given-names></name><name><surname>Andresen Eguiluz</surname><given-names>RC</given-names></name><name><surname>Wang</surname><given-names>K</given-names></name><name><surname>Mohanan</surname><given-names>S</given-names></name><name><surname>Morris</surname><given-names>PG</given-names></name><name><surname>Du</surname><given-names>B</given-names></name><name><surname>Zhou</surname><given-names>XK</given-names></name><etal/></person-group><article-title>Obesity-dependent changes in interstitial ECM mechanics promote breast tumorigenesis</article-title><source>Sci Transl Med</source><volume>7</volume><issue>301ra130</issue><year>2015</year><pub-id pub-id-type="pmid">26290412</pub-id><pub-id pub-id-type="doi">10.1126/scitranslmed.3010467</pub-id></element-citation></ref>
<ref id="b52-BR-16-4-01509"><label>52</label><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Anstey</surname><given-names>EH</given-names></name><name><surname>Shoemaker</surname><given-names>ML</given-names></name><name><surname>Barrera</surname><given-names>CM</given-names></name><name><surname>O&#x0027;Neil</surname><given-names>ME</given-names></name><name><surname>Verma</surname><given-names>AB</given-names></name><name><surname>Holman</surname><given-names>DM</given-names></name></person-group><article-title>Breastfeeding and breast cancer risk reduction: Implications for black mothers</article-title><source>Am J Prev Med</source><volume>53 (Suppl 1)</volume><fpage>S40</fpage><lpage>S46</lpage><year>2017</year><pub-id pub-id-type="pmid">28818244</pub-id><pub-id pub-id-type="doi">10.1016/j.amepre.2017.04.024</pub-id></element-citation></ref>
<ref id="b53-BR-16-4-01509"><label>53</label><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Levine</surname><given-names>AJ</given-names></name></person-group><article-title>p53, the cellular gatekeeper for growth and division</article-title><source>Cell</source><volume>88</volume><fpage>323</fpage><lpage>331</lpage><year>1997</year><pub-id pub-id-type="pmid">9039259</pub-id><pub-id pub-id-type="doi">10.1016/s0092-8674(00)81871-1</pub-id></element-citation></ref>
<ref id="b54-BR-16-4-01509"><label>54</label><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Langer&#x00F8;d</surname><given-names>A</given-names></name><name><surname>Zhao</surname><given-names>H</given-names></name><name><surname>Borgan</surname><given-names>&#x00D8;</given-names></name><name><surname>Nesland</surname><given-names>JM</given-names></name><name><surname>Bukholm</surname><given-names>IR</given-names></name><name><surname>Ikdahl</surname><given-names>T</given-names></name><name><surname>K&#x00E5;resen</surname><given-names>R</given-names></name><name><surname>B&#x00F8;rresen-Dale</surname><given-names>AL</given-names></name><name><surname>Jeffrey</surname><given-names>SS</given-names></name></person-group><article-title>TP53 mutation status and gene expression profiles are powerful prognostic markers of breast cancer</article-title><source>Breast Cancer Res</source><volume>9</volume><issue>R30</issue><year>2007</year><pub-id pub-id-type="pmid">17504517</pub-id><pub-id pub-id-type="doi">10.1186/bcr1675</pub-id></element-citation></ref>
<ref id="b55-BR-16-4-01509"><label>55</label><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Petitjean</surname><given-names>A</given-names></name><name><surname>Mathe</surname><given-names>E</given-names></name><name><surname>Kato</surname><given-names>S</given-names></name><name><surname>Ishioka</surname><given-names>C</given-names></name><name><surname>Tavtigian</surname><given-names>SV</given-names></name><name><surname>Hainaut</surname><given-names>P</given-names></name><name><surname>Olivier</surname><given-names>M</given-names></name></person-group><article-title>Impact of mutant p53 functional properties on TP53 mutation patterns and tumor phenotype: Lessons from recent developments in the IARC TP53 database</article-title><source>Hum Mutat</source><volume>28</volume><fpage>622</fpage><lpage>629</lpage><year>2007</year><pub-id pub-id-type="pmid">17311302</pub-id><pub-id pub-id-type="doi">10.1002/humu.20495</pub-id></element-citation></ref>
<ref id="b56-BR-16-4-01509"><label>56</label><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Silwal-Pandit</surname><given-names>L</given-names></name><name><surname>Vollan</surname><given-names>HK</given-names></name><name><surname>Chin</surname><given-names>SF</given-names></name><name><surname>Rueda</surname><given-names>OM</given-names></name><name><surname>McKinney</surname><given-names>S</given-names></name><name><surname>Osako</surname><given-names>T</given-names></name><name><surname>Quigley</surname><given-names>DA</given-names></name><name><surname>Kristensen</surname><given-names>VN</given-names></name><name><surname>Aparicio</surname><given-names>S</given-names></name><name><surname>B&#x00F8;rresen-Dale</surname><given-names>AL</given-names></name><etal/></person-group><article-title>TP53 mutation spectrum in breast cancer is subtype specific and has distinct prognostic relevance</article-title><source>Clin Cancer Res</source><volume>20</volume><fpage>3569</fpage><lpage>3580</lpage><year>2014</year><pub-id pub-id-type="pmid">24803582</pub-id><pub-id pub-id-type="doi">10.1158/1078-0432.CCR-13-2943</pub-id></element-citation></ref>
<ref id="b57-BR-16-4-01509"><label>57</label><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Ko</surname><given-names>LJ</given-names></name><name><surname>Prives</surname><given-names>C</given-names></name></person-group><article-title>p53: Puzzle and paradigm</article-title><source>Genes Dev</source><volume>10</volume><fpage>1054</fpage><lpage>1072</lpage><year>1996</year><pub-id pub-id-type="pmid">8654922</pub-id><pub-id pub-id-type="doi">10.1101/gad.10.9.1054</pub-id></element-citation></ref>
<ref id="b58-BR-16-4-01509"><label>58</label><element-citation publication-type="journal"><comment>Cancer Genome Atlas Network</comment><article-title>Comprehensive molecular portraits of human breast tumours</article-title><source>Nature</source><volume>490</volume><fpage>61</fpage><lpage>70</lpage><year>2012</year><pub-id pub-id-type="pmid">23000897</pub-id><pub-id pub-id-type="doi">10.1038/nature11412</pub-id></element-citation></ref>
<ref id="b59-BR-16-4-01509"><label>59</label><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Bai</surname><given-names>H</given-names></name><name><surname>Yu</surname><given-names>J</given-names></name><name><surname>Jia</surname><given-names>S</given-names></name><name><surname>Liu</surname><given-names>X</given-names></name><name><surname>Liang</surname><given-names>X</given-names></name><name><surname>Li</surname><given-names>H</given-names></name></person-group><article-title>Prognostic value of the TP53 mutation location in metastatic breast cancer as detected by next-generation sequencing</article-title><source>Cancer Manag Res</source><volume>13</volume><fpage>3303</fpage><lpage>3316</lpage><year>2021</year><pub-id pub-id-type="pmid">33889023</pub-id><pub-id pub-id-type="doi">10.2147/CMAR.S298729</pub-id></element-citation></ref>
<ref id="b60-BR-16-4-01509"><label>60</label><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Ren</surname><given-names>J</given-names></name><name><surname>Wang</surname><given-names>B</given-names></name><name><surname>Li</surname><given-names>J</given-names></name></person-group><article-title>Integrating proteomic and phosphoproteomic data for pathway analysis in breast cancer</article-title><source>BMC Syst Biol</source><volume>12 (Suppl 8)</volume><issue>S130</issue><year>2018</year><pub-id pub-id-type="pmid">30577793</pub-id><pub-id pub-id-type="doi">10.1186/s12918-018-0646-y</pub-id></element-citation></ref>
<ref id="b61-BR-16-4-01509"><label>61</label><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Andrikopoulou</surname><given-names>A</given-names></name><name><surname>Terpos</surname><given-names>E</given-names></name><name><surname>Chatzinikolaou</surname><given-names>S</given-names></name><name><surname>Apostolidou</surname><given-names>K</given-names></name><name><surname>Ntanasis-Stathopoulos</surname><given-names>I</given-names></name><name><surname>Gavriatopoulou</surname><given-names>M</given-names></name><name><surname>Dimopoulos</surname><given-names>MA</given-names></name><name><surname>Zagouri</surname><given-names>F</given-names></name></person-group><article-title>TP53 mutations determined by targeted NGS in breast cancer: A case-control study</article-title><source>Oncotarget</source><volume>12</volume><fpage>2206</fpage><lpage>2214</lpage><year>2021</year><pub-id pub-id-type="pmid">34676052</pub-id><pub-id pub-id-type="doi">10.18632/oncotarget.28071</pub-id></element-citation></ref>
<ref id="b62-BR-16-4-01509"><label>62</label><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Bader</surname><given-names>AG</given-names></name><name><surname>Kang</surname><given-names>S</given-names></name><name><surname>Vogt</surname><given-names>PK</given-names></name></person-group><article-title>Cancer-specific mutations in PIK3CA are oncogenic in vivo</article-title><source>Proc Natl Acad Sci USA</source><volume>103</volume><fpage>1475</fpage><lpage>1479</lpage><year>2006</year><pub-id pub-id-type="pmid">16432179</pub-id><pub-id pub-id-type="doi">10.1073/pnas.0510857103</pub-id></element-citation></ref>
<ref id="b63-BR-16-4-01509"><label>63</label><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Kang</surname><given-names>S</given-names></name><name><surname>Bader</surname><given-names>AG</given-names></name><name><surname>Vogt</surname><given-names>PK</given-names></name></person-group><article-title>Phosphatidylinositol 3-kinase mutations identified in human cancer are oncogenic</article-title><source>Proc Natl Acad Sci USA</source><volume>102</volume><fpage>802</fpage><lpage>807</lpage><year>2005</year><pub-id pub-id-type="pmid">15647370</pub-id><pub-id pub-id-type="doi">10.1073/pnas.0408864102</pub-id></element-citation></ref>
<ref id="b64-BR-16-4-01509"><label>64</label><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Fresno Vara</surname><given-names>JA</given-names></name><name><surname>Casado</surname><given-names>E</given-names></name><name><surname>de Castro</surname><given-names>J</given-names></name><name><surname>Cejas</surname><given-names>P</given-names></name><name><surname>Belda-Iniesta</surname><given-names>C</given-names></name><name><surname>Gonz&#x00E1;lez-Bar&#x00F3;n</surname><given-names>M</given-names></name></person-group><article-title>PI3K/Akt signalling pathway and cancer</article-title><source>Cancer Treat Rev</source><volume>30</volume><fpage>193</fpage><lpage>204</lpage><year>2004</year><pub-id pub-id-type="pmid">15023437</pub-id><pub-id pub-id-type="doi">10.1016/j.ctrv.2003.07.007</pub-id></element-citation></ref>
<ref id="b65-BR-16-4-01509"><label>65</label><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Noorolyai</surname><given-names>S</given-names></name><name><surname>Shajari</surname><given-names>N</given-names></name><name><surname>Baghbani</surname><given-names>E</given-names></name><name><surname>Sadreddini</surname><given-names>S</given-names></name><name><surname>Baradaran</surname><given-names>B</given-names></name></person-group><article-title>The relation between PI3K/AKT signalling pathway and cancer</article-title><source>Gene</source><volume>698</volume><fpage>120</fpage><lpage>128</lpage><year>2019</year><pub-id pub-id-type="pmid">30849534</pub-id><pub-id pub-id-type="doi">10.1016/j.gene.2019.02.076</pub-id></element-citation></ref>
<ref id="b66-BR-16-4-01509"><label>66</label><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Janku</surname><given-names>F</given-names></name><name><surname>Yap</surname><given-names>TA</given-names></name><name><surname>Meric-Bernstam</surname><given-names>F</given-names></name></person-group><article-title>Targeting the PI3K pathway in cancer: Are we making headway?</article-title><source>Nat Rev Clin Oncol</source><volume>15</volume><fpage>273</fpage><lpage>291</lpage><year>2018</year><pub-id pub-id-type="pmid">29508857</pub-id><pub-id pub-id-type="doi">10.1038/nrclinonc.2018.28</pub-id></element-citation></ref>
<ref id="b67-BR-16-4-01509"><label>67</label><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Liu</surname><given-names>P</given-names></name><name><surname>Cheng</surname><given-names>H</given-names></name><name><surname>Roberts</surname><given-names>TM</given-names></name><name><surname>Zhao</surname><given-names>JJ</given-names></name></person-group><article-title>Targeting the phosphoinositide 3-kinase pathway in cancer</article-title><source>Nat Rev Drug Discov</source><volume>8</volume><fpage>627</fpage><lpage>644</lpage><year>2009</year><pub-id pub-id-type="pmid">19644473</pub-id><pub-id pub-id-type="doi">10.1038/nrd2926</pub-id></element-citation></ref>
<ref id="b68-BR-16-4-01509"><label>68</label><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Cizkova</surname><given-names>M</given-names></name><name><surname>Susini</surname><given-names>A</given-names></name><name><surname>Vacher</surname><given-names>S</given-names></name><name><surname>Cizeron-Clairac</surname><given-names>G</given-names></name><name><surname>Andrieu</surname><given-names>C</given-names></name><name><surname>Driouch</surname><given-names>K</given-names></name><name><surname>Fourme</surname><given-names>E</given-names></name><name><surname>Lidereau</surname><given-names>R</given-names></name><name><surname>Bi&#x00E8;che</surname><given-names>I</given-names></name></person-group><article-title>PIK3CA mutation impact on survival in breast cancer patients and in ER&#x03B1;, PR and ERBB2-based subgroups</article-title><source>Breast Cancer Res</source><volume>14</volume><issue>R28</issue><year>2012</year><pub-id pub-id-type="pmid">22330809</pub-id><pub-id pub-id-type="doi">10.1186/bcr3113</pub-id></element-citation></ref>
<ref id="b69-BR-16-4-01509"><label>69</label><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Saal</surname><given-names>LH</given-names></name><name><surname>Holm</surname><given-names>K</given-names></name><name><surname>Maurer</surname><given-names>M</given-names></name><name><surname>Memeo</surname><given-names>L</given-names></name><name><surname>Su</surname><given-names>T</given-names></name><name><surname>Wang</surname><given-names>X</given-names></name><name><surname>Yu</surname><given-names>JS</given-names></name><name><surname>Malmstr&#x00F6;m</surname><given-names>PO</given-names></name><name><surname>Mansukhani</surname><given-names>M</given-names></name><name><surname>Enoksson</surname><given-names>J</given-names></name><etal/></person-group><article-title>PIK3CA mutations correlate with hormone receptors, node metastasis, and ERBB2, and are mutually exclusive with PTEN loss in human breast carcinoma</article-title><source>Cancer Res</source><volume>65</volume><fpage>2554</fpage><lpage>2559</lpage><year>2005</year><pub-id pub-id-type="pmid">15805248</pub-id><pub-id pub-id-type="doi">10.1158/0008-5472-CAN-04-3913</pub-id></element-citation></ref>
<ref id="b70-BR-16-4-01509"><label>70</label><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Mart&#x00ED;nez-S&#x00E1;ez</surname><given-names>O</given-names></name><name><surname>Chic</surname><given-names>N</given-names></name><name><surname>Pascual</surname><given-names>T</given-names></name><name><surname>Adamo</surname><given-names>B</given-names></name><name><surname>Vidal</surname><given-names>M</given-names></name><name><surname>Gonz&#x00E1;lez-Farr&#x00E9;</surname><given-names>B</given-names></name><name><surname>Sanfeliu</surname><given-names>E</given-names></name><name><surname>Schettini</surname><given-names>F</given-names></name><name><surname>Conte</surname><given-names>B</given-names></name><name><surname>Bras&#x00F3;-Maristany</surname><given-names>F</given-names></name><etal/></person-group><article-title>Frequency and spectrum of PIK3CA somatic mutations in breast cancer</article-title><source>Breast Cancer Res</source><volume>22</volume><issue>45</issue><year>2020</year><pub-id pub-id-type="pmid">32404150</pub-id><pub-id pub-id-type="doi">10.1186/s13058-020-01284-9</pub-id></element-citation></ref>
<ref id="b71-BR-16-4-01509"><label>71</label><element-citation publication-type="journal"><comment>QIAGEN Manchester, Ltd. therascreen<sup>&#x00AE;</sup> PIK3CA RGQ PCR Kit Instructions for Use (Handbook), 2019 (cited 2022 16 january); Available from: <ext-link ext-link-type="uri" xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="https://www.accessdata.fda.gov/cdrh_docs/pdf19/P190001C.pdf">https://www.accessdata.fda.gov/cdrh_docs/pdf19/P190001C.pdf</ext-link>.</comment></element-citation></ref>
<ref id="b72-BR-16-4-01509"><label>72</label><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Bellevicine</surname><given-names>C</given-names></name><name><surname>Sgariglia</surname><given-names>R</given-names></name><name><surname>Nacchio</surname><given-names>M</given-names></name><name><surname>De Luca</surname><given-names>C</given-names></name><name><surname>Pisapia</surname><given-names>P</given-names></name><name><surname>Pepe</surname><given-names>F</given-names></name><name><surname>Troncone</surname><given-names>G</given-names></name></person-group><article-title>Molecular testing of thyroid fine-needle aspiration: Local issues and solutions. An interventional cytopathologist perspective</article-title><source>J Mol Pathol</source><volume>2</volume><fpage>233</fpage><lpage>240</lpage><year>2021</year></element-citation></ref>
<ref id="b73-BR-16-4-01509"><label>73</label><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Hempel</surname><given-names>D</given-names></name><name><surname>Ebner</surname><given-names>F</given-names></name><name><surname>Garg</surname><given-names>A</given-names></name><name><surname>Trepotec</surname><given-names>Z</given-names></name><name><surname>Both</surname><given-names>A</given-names></name><name><surname>Stein</surname><given-names>W</given-names></name><name><surname>Gaumann</surname><given-names>A</given-names></name><name><surname>G&#x00FC;ttler</surname><given-names>L</given-names></name><name><surname>Janni</surname><given-names>W</given-names></name><name><surname>DeGregorio</surname><given-names>A</given-names></name><etal/></person-group><article-title>Real world data analysis of next generation sequencing and protein expression in metastatic breast cancer patients</article-title><source>Sci Rep</source><volume>10</volume><issue>10459</issue><year>2020</year><pub-id pub-id-type="pmid">32591580</pub-id><pub-id pub-id-type="doi">10.1038/s41598-020-67393-9</pub-id></element-citation></ref>
<ref id="b74-BR-16-4-01509"><label>74</label><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Mosele</surname><given-names>F</given-names></name><name><surname>Stefanovska</surname><given-names>B</given-names></name><name><surname>Lusque</surname><given-names>A</given-names></name><name><surname>Tran Dien</surname><given-names>A</given-names></name><name><surname>Garberis</surname><given-names>I</given-names></name><name><surname>Droin</surname><given-names>N</given-names></name><name><surname>Le Tourneau</surname><given-names>C</given-names></name><name><surname>Sablin</surname><given-names>MP</given-names></name><name><surname>Lacroix</surname><given-names>L</given-names></name><name><surname>Enrico</surname><given-names>D</given-names></name><etal/></person-group><article-title>Outcome and molecular landscape of patients with PIK3CA-mutated metastatic breast cancer</article-title><source>Ann Oncol</source><volume>31</volume><fpage>377</fpage><lpage>386</lpage><year>2020</year><pub-id pub-id-type="pmid">32067679</pub-id><pub-id pub-id-type="doi">10.1016/j.annonc.2019.11.006</pub-id></element-citation></ref>
<ref id="b75-BR-16-4-01509"><label>75</label><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Tang</surname><given-names>Y</given-names></name><name><surname>Li</surname><given-names>J</given-names></name><name><surname>Xie</surname><given-names>N</given-names></name><name><surname>Yang</surname><given-names>X</given-names></name><name><surname>Liu</surname><given-names>L</given-names></name><name><surname>Wu</surname><given-names>H</given-names></name><name><surname>Tian</surname><given-names>C</given-names></name><name><surname>He</surname><given-names>Y</given-names></name><name><surname>Wang</surname><given-names>X</given-names></name><name><surname>He</surname><given-names>Q</given-names></name><etal/></person-group><article-title>PIK3CA gene mutations in the helical domain correlate with high tumor mutation burden and poor prognosis in metastatic breast carcinomas with late-line therapies</article-title><source>Aging (Albany NY)</source><volume>12</volume><fpage>1577</fpage><lpage>1590</lpage><year>2020</year><pub-id pub-id-type="pmid">31980592</pub-id><pub-id pub-id-type="doi">10.18632/aging.102701</pub-id></element-citation></ref>
<ref id="b76-BR-16-4-01509"><label>76</label><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Anderson</surname><given-names>EJ</given-names></name><name><surname>Mollon</surname><given-names>LE</given-names></name><name><surname>Dean</surname><given-names>JL</given-names></name><name><surname>Warholak</surname><given-names>TL</given-names></name><name><surname>Aizer</surname><given-names>A</given-names></name><name><surname>Platt</surname><given-names>EA</given-names></name><name><surname>Tang</surname><given-names>DH</given-names></name><name><surname>Davis</surname><given-names>LE</given-names></name></person-group><article-title>A systematic review of the prevalence and diagnostic workup of PIK3CA mutations in HR+/HER2-metastatic breast cancer</article-title><source>Int J Breast Cancer</source><volume>2020</volume><issue>3759179</issue><year>2020</year><pub-id pub-id-type="pmid">32637176</pub-id><pub-id pub-id-type="doi">10.1155/2020/3759179</pub-id></element-citation></ref>
<ref id="b77-BR-16-4-01509"><label>77</label><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Board</surname><given-names>RE</given-names></name><name><surname>Wardley</surname><given-names>AM</given-names></name><name><surname>Dixon</surname><given-names>JM</given-names></name><name><surname>Armstrong</surname><given-names>AC</given-names></name><name><surname>Howell</surname><given-names>S</given-names></name><name><surname>Renshaw</surname><given-names>L</given-names></name><name><surname>Donald</surname><given-names>E</given-names></name><name><surname>Greystoke</surname><given-names>A</given-names></name><name><surname>Ranson</surname><given-names>M</given-names></name><name><surname>Hughes</surname><given-names>A</given-names></name><name><surname>Dive</surname><given-names>C</given-names></name></person-group><article-title>Detection of PIK3CA mutations in circulating free DNA in patients with breast cancer</article-title><source>Breast Cancer Res Treat</source><volume>120</volume><fpage>461</fpage><lpage>467</lpage><year>2010</year><pub-id pub-id-type="pmid">20107891</pub-id><pub-id pub-id-type="doi">10.1007/s10549-010-0747-9</pub-id></element-citation></ref>
<ref id="b78-BR-16-4-01509"><label>78</label><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Fusco</surname><given-names>N</given-names></name><name><surname>Malapelle</surname><given-names>U</given-names></name><name><surname>Fassan</surname><given-names>M</given-names></name><name><surname>Marchi&#x00F2;</surname><given-names>C</given-names></name><name><surname>Buglioni</surname><given-names>S</given-names></name><name><surname>Zupo</surname><given-names>S</given-names></name><name><surname>Criscitiello</surname><given-names>C</given-names></name><name><surname>Vigneri</surname><given-names>P</given-names></name><name><surname>Dei Tos</surname><given-names>AP</given-names></name><name><surname>Maiorano</surname><given-names>E</given-names></name><name><surname>Viale</surname><given-names>G</given-names></name></person-group><article-title>PIK3CA mutations as a molecular target for hormone receptor-positive, HER2-negative metastatic breast cancer</article-title><source>Front Oncol</source><volume>11</volume><issue>644737</issue><year>2021</year><pub-id pub-id-type="pmid">33842357</pub-id><pub-id pub-id-type="doi">10.3389/fonc.2021.644737</pub-id></element-citation></ref>
</ref-list>
</back>
<floats-group>
<fig id="f1-BR-16-4-01509" position="float">
<label>Figure 1</label>
<caption><p>Bar graph showing the distribution of somatic mutations in BC patients and healthy controls. BC, breast cancer.</p></caption>
<graphic xlink:href="br-16-04-01509-g00.tif" />
</fig>
<fig id="f2-BR-16-4-01509" position="float">
<label>Figure 2</label>
<caption><p>Heat maps displaying the combination of the different mutations in the 32 BC patients (A and B) and the 32 healthy controls (C and D).</p></caption>
<graphic xlink:href="br-16-04-01509-g01.tif" />
</fig>
<fig id="f3-BR-16-4-01509" position="float">
<label>Figure 3</label>
<caption><p>Bar graphs showing the distribution of the different mutations. Distribution of mutations in the (A) 32 BC patients and (B) 32 healthy controls. The most frequent mutations were found in the genes <italic>PIK3CA</italic>, <italic>TP53</italic> and <italic>KDR</italic>.</p></caption>
<graphic xlink:href="br-16-04-01509-g02.tif" />
</fig>
<table-wrap id="tI-BR-16-4-01509" position="float">
<label>Table I</label>
<caption><p>Demographics and clinical characteristics of the cohorts.</p></caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="middle">Characteristics</th>
<th align="center" valign="middle">Healthy controls, n=32</th>
<th align="center" valign="middle">Patients BC, n=32</th>
<th align="center" valign="middle">P-value</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="middle">Mean age, years<sup><xref rid="tfnc-BR-16-4-01509" ref-type="table-fn">c</xref></sup></td>
<td align="center" valign="middle">49.09&#x00B1;11.02</td>
<td align="center" valign="middle">48.80&#x00B1;8.28</td>
<td align="center" valign="middle">0.904<sup><xref rid="tfnd-BR-16-4-01509" ref-type="table-fn">d</xref></sup></td>
</tr>
<tr>
<td align="left" valign="middle">BMI, kg/m<sup>2</sup><sup><xref rid="tfnb-BR-16-4-01509" ref-type="table-fn">b</xref></sup></td>
<td align="center" valign="middle">27.60&#x00B1;5.66</td>
<td align="center" valign="middle">32.89&#x00B1;7.96</td>
<td align="center" valign="middle">0.004<sup><xref rid="tfnb-BR-16-4-01509" ref-type="table-fn">b</xref>,<xref rid="tfnd-BR-16-4-01509" ref-type="table-fn">d</xref></sup></td>
</tr>
<tr>
<td align="left" valign="middle">Oral contraceptives use</td>
<td align="center" valign="middle">&#x00A0;</td>
<td align="center" valign="middle">&#x00A0;</td>
<td align="center" valign="middle">0.5<sup><xref rid="tfne-BR-16-4-01509" ref-type="table-fn">e</xref></sup></td>
</tr>
<tr>
<td align="left" valign="middle">&#x00A0;&#x00A0;&#x00A0;&#x00A0;&#x00A0;Yes</td>
<td align="center" valign="middle">19</td>
<td align="center" valign="middle">20</td>
<td align="center" valign="middle">&#x00A0;</td>
</tr>
<tr>
<td align="left" valign="middle">&#x00A0;&#x00A0;&#x00A0;&#x00A0;&#x00A0;No</td>
<td align="center" valign="middle">13</td>
<td align="center" valign="middle">12</td>
<td align="center" valign="middle">&#x00A0;</td>
</tr>
<tr>
<td align="left" valign="middle">Breastfeeding</td>
<td align="center" valign="middle">&#x00A0;</td>
<td align="center" valign="middle">&#x00A0;</td>
<td align="center" valign="middle">0.011<sup><xref rid="tfna-BR-16-4-01509" ref-type="table-fn">a</xref>,<xref rid="tfne-BR-16-4-01509" ref-type="table-fn">e</xref></sup></td>
</tr>
<tr>
<td align="left" valign="middle">&#x00A0;&#x00A0;&#x00A0;&#x00A0;&#x00A0;Yes</td>
<td align="center" valign="middle">19</td>
<td align="center" valign="middle">9</td>
<td align="center" valign="middle">&#x00A0;</td>
</tr>
<tr>
<td align="left" valign="middle">&#x00A0;&#x00A0;&#x00A0;&#x00A0;&#x00A0;No</td>
<td align="center" valign="middle">13</td>
<td align="center" valign="middle">23</td>
<td align="center" valign="middle">&#x00A0;</td>
</tr>
<tr>
<td align="left" valign="middle">Tumor size</td>
<td align="center" valign="middle">&#x00A0;</td>
<td align="center" valign="middle">&#x00A0;</td>
<td align="center" valign="middle">-</td>
</tr>
<tr>
<td align="left" valign="middle">&#x00A0;&#x00A0;&#x00A0;&#x00A0;&#x00A0;&#x003C;2 cm</td>
<td align="center" valign="middle">-</td>
<td align="center" valign="middle">4</td>
<td align="center" valign="middle">&#x00A0;</td>
</tr>
<tr>
<td align="left" valign="middle">&#x00A0;&#x00A0;&#x00A0;&#x00A0;&#x00A0;&#x2265;2 cm</td>
<td align="center" valign="middle">-</td>
<td align="center" valign="middle">28</td>
<td align="center" valign="middle">&#x00A0;</td>
</tr>
<tr>
<td align="left" valign="middle">Tumor stage</td>
<td align="center" valign="middle">&#x00A0;</td>
<td align="center" valign="middle">&#x00A0;</td>
<td align="center" valign="middle">-</td>
</tr>
<tr>
<td align="left" valign="middle">&#x00A0;&#x00A0;&#x00A0;&#x00A0;&#x00A0;I</td>
<td align="center" valign="middle">-</td>
<td align="center" valign="middle">3</td>
<td align="center" valign="middle">&#x00A0;</td>
</tr>
<tr>
<td align="left" valign="middle">&#x00A0;&#x00A0;&#x00A0;&#x00A0;&#x00A0;II</td>
<td align="center" valign="middle">-</td>
<td align="center" valign="middle">11</td>
<td align="center" valign="middle">&#x00A0;</td>
</tr>
<tr>
<td align="left" valign="middle">&#x00A0;&#x00A0;&#x00A0;&#x00A0;&#x00A0;III</td>
<td align="center" valign="middle">-</td>
<td align="center" valign="middle">13</td>
<td align="center" valign="middle">&#x00A0;</td>
</tr>
<tr>
<td align="left" valign="middle">&#x00A0;&#x00A0;&#x00A0;&#x00A0;&#x00A0;IV</td>
<td align="center" valign="middle">-</td>
<td align="center" valign="middle">5</td>
<td align="center" valign="middle">&#x00A0;</td>
</tr>
<tr>
<td align="left" valign="middle">Histological classification</td>
<td align="center" valign="middle">&#x00A0;</td>
<td align="center" valign="middle">&#x00A0;</td>
<td align="center" valign="middle">-</td>
</tr>
<tr>
<td align="left" valign="middle">&#x00A0;&#x00A0;&#x00A0;&#x00A0;&#x00A0;IDC</td>
<td align="center" valign="middle">-</td>
<td align="center" valign="middle">29</td>
<td align="center" valign="middle">&#x00A0;</td>
</tr>
<tr>
<td align="left" valign="middle">&#x00A0;&#x00A0;&#x00A0;&#x00A0;&#x00A0;ILC</td>
<td align="center" valign="middle">-</td>
<td align="center" valign="middle">2</td>
<td align="center" valign="middle">&#x00A0;</td>
</tr>
<tr>
<td align="left" valign="middle">&#x00A0;&#x00A0;&#x00A0;&#x00A0;&#x00A0;DCIS</td>
<td align="center" valign="middle">-</td>
<td align="center" valign="middle">1</td>
<td align="center" valign="middle">&#x00A0;</td>
</tr>
<tr>
<td align="left" valign="middle">Tumor location</td>
<td align="center" valign="middle">&#x00A0;</td>
<td align="center" valign="middle">&#x00A0;</td>
<td align="center" valign="middle">&#x00A0;</td>
</tr>
<tr>
<td align="left" valign="middle">&#x00A0;&#x00A0;&#x00A0;&#x00A0;&#x00A0;Left</td>
<td align="center" valign="middle">-</td>
<td align="center" valign="middle">28</td>
<td align="center" valign="middle">&#x00A0;</td>
</tr>
<tr>
<td align="left" valign="middle">&#x00A0;&#x00A0;&#x00A0;&#x00A0;&#x00A0;Right</td>
<td align="center" valign="middle">-</td>
<td align="center" valign="middle">4</td>
<td align="center" valign="middle">&#x00A0;</td>
</tr>
<tr>
<td align="left" valign="middle">ER status</td>
<td align="center" valign="middle">&#x00A0;</td>
<td align="center" valign="middle">&#x00A0;</td>
<td align="center" valign="middle">-</td>
</tr>
<tr>
<td align="left" valign="middle">&#x00A0;&#x00A0;&#x00A0;&#x00A0;&#x00A0;ER<sup>+</sup></td>
<td align="center" valign="middle">-</td>
<td align="center" valign="middle">23</td>
<td align="center" valign="middle">&#x00A0;</td>
</tr>
<tr>
<td align="left" valign="middle">&#x00A0;&#x00A0;&#x00A0;&#x00A0;&#x00A0;ER<sup>-</sup></td>
<td align="center" valign="middle">-</td>
<td align="center" valign="middle">9</td>
<td align="center" valign="middle">&#x00A0;</td>
</tr>
<tr>
<td align="left" valign="middle">PR status</td>
<td align="center" valign="middle">&#x00A0;</td>
<td align="center" valign="middle">&#x00A0;</td>
<td align="center" valign="middle">-</td>
</tr>
<tr>
<td align="left" valign="middle">&#x00A0;&#x00A0;&#x00A0;&#x00A0;&#x00A0;PR<sup>+</sup></td>
<td align="center" valign="middle">-</td>
<td align="center" valign="middle">21</td>
<td align="center" valign="middle">&#x00A0;</td>
</tr>
<tr>
<td align="left" valign="middle">&#x00A0;&#x00A0;&#x00A0;&#x00A0;&#x00A0;PR<sup>-</sup></td>
<td align="center" valign="middle">-</td>
<td align="center" valign="middle">11</td>
<td align="center" valign="middle">&#x00A0;</td>
</tr>
<tr>
<td align="left" valign="middle">HER2 status</td>
<td align="center" valign="middle">&#x00A0;</td>
<td align="center" valign="middle">&#x00A0;</td>
<td align="center" valign="middle">-</td>
</tr>
<tr>
<td align="left" valign="middle">&#x00A0;&#x00A0;&#x00A0;&#x00A0;&#x00A0;HER2<sup>+</sup></td>
<td align="center" valign="middle">-</td>
<td align="center" valign="middle">13</td>
<td align="center" valign="middle">&#x00A0;</td>
</tr>
<tr>
<td align="left" valign="middle">&#x00A0;&#x00A0;&#x00A0;&#x00A0;&#x00A0;HER2<sup>-</sup></td>
<td align="center" valign="middle">-</td>
<td align="center" valign="middle">19</td>
<td align="center" valign="middle">&#x00A0;</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn id="tfna-BR-16-4-01509"><p><sup>a</sup>P&#x003C;0.05,</p></fn>
<fn id="tfnb-BR-16-4-01509"><p><sup>b</sup>P&#x003C;0.01.</p></fn>
<fn id="tfnc-BR-16-4-01509"><p><sup>c</sup>Mean &#x00B1; standard deviation.</p></fn>
<fn id="tfnd-BR-16-4-01509"><p><sup>d</sup>Unpaired Student&#x0027;s t-test.</p></fn>
<fn id="tfne-BR-16-4-01509"><p><sup>e</sup>&#x03C7;<sup>2</sup> test. HER2, Human epidermal growth factor receptor; ER, Estrogen receptor; PR, Progesterone receptor; DCIS, Ductal carcinoma <italic>in situ</italic>; ILC, invasive lobular carcinoma; IDC, invasive ductal carcinoma.</p></fn>
</table-wrap-foot>
</table-wrap>
<table-wrap id="tII-BR-16-4-01509" position="float">
<label>Table II</label>
<caption><p>Mutational status of breast cancer patient samples analyzed using the Ion AmpliSeq&#x2122; Cancer Hotspot Panel v2.</p></caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="middle">No.</th>
<th align="center" valign="middle">Tumor histologic type</th>
<th align="center" valign="middle">Stage</th>
<th align="center" valign="middle" colspan="3">Hormone receptor status</th>
<th align="center" valign="middle">Genes</th>
<th align="center" valign="middle">Mutations detected</th>
<th align="center" valign="middle">Effect</th>
<th align="center" valign="middle">Amino acid change</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="middle">1</td>
<td align="center" valign="middle">IDC</td>
<td align="center" valign="middle">III</td>
<td align="center" valign="middle">HER2<sup>+</sup></td>
<td align="center" valign="middle">ER<sup>+</sup></td>
<td align="center" valign="middle">PR<sup>+</sup></td>
<td align="left" valign="middle">PIK3CA</td>
<td align="left" valign="middle">c.1173A&#x003E;G</td>
<td align="left" valign="middle">Missense</td>
<td align="left" valign="middle">p.Ile391Met</td>
</tr>
<tr>
<td align="left" valign="middle">&#x00A0;</td>
<td align="center" valign="middle">&#x00A0;</td>
<td align="center" valign="middle">&#x00A0;</td>
<td align="center" valign="middle">&#x00A0;</td>
<td align="center" valign="middle">&#x00A0;</td>
<td align="center" valign="middle">&#x00A0;</td>
<td align="left" valign="middle">KDR</td>
<td align="left" valign="middle">c.1416A&#x003E;T</td>
<td align="left" valign="middle">Missense</td>
<td align="left" valign="middle">p.Gln472His</td>
</tr>
<tr>
<td align="left" valign="middle">&#x00A0;</td>
<td align="center" valign="middle">&#x00A0;</td>
<td align="center" valign="middle">&#x00A0;</td>
<td align="center" valign="middle">&#x00A0;</td>
<td align="center" valign="middle">&#x00A0;</td>
<td align="center" valign="middle">&#x00A0;</td>
<td align="left" valign="middle">GNAQ</td>
<td align="left" valign="middle">c.625C&#x003E;A</td>
<td align="left" valign="middle">Missense</td>
<td align="left" valign="middle">p.Gln209Lys</td>
</tr>
<tr>
<td align="left" valign="middle">&#x00A0;</td>
<td align="center" valign="middle">&#x00A0;</td>
<td align="center" valign="middle">&#x00A0;</td>
<td align="center" valign="middle">&#x00A0;</td>
<td align="center" valign="middle">&#x00A0;</td>
<td align="center" valign="middle">&#x00A0;</td>
<td align="left" valign="middle">TP53</td>
<td align="left" valign="middle">c.215C&#x003E;G</td>
<td align="left" valign="middle">Missense</td>
<td align="left" valign="middle">p.Pro72Arg</td>
</tr>
<tr>
<td align="left" valign="middle">3</td>
<td align="center" valign="middle">IDC</td>
<td align="center" valign="middle">IV</td>
<td align="center" valign="middle">HER2<sup>-</sup></td>
<td align="center" valign="middle">ER<sup>-</sup></td>
<td align="center" valign="middle">PR<sup>-</sup></td>
<td align="left" valign="middle">PIK3CA</td>
<td align="left" valign="middle">c.1173A&#x003E;G</td>
<td align="left" valign="middle">Missense</td>
<td align="left" valign="middle">p.Ile391Met</td>
</tr>
<tr>
<td align="left" valign="middle">&#x00A0;</td>
<td align="center" valign="middle">&#x00A0;</td>
<td align="center" valign="middle">&#x00A0;</td>
<td align="center" valign="middle">&#x00A0;</td>
<td align="center" valign="middle">&#x00A0;</td>
<td align="center" valign="middle">&#x00A0;</td>
<td align="left" valign="middle">HRAS</td>
<td align="left" valign="middle">c.84_85insT,</td>
<td align="left" valign="middle">Frameshift</td>
<td align="left" valign="middle">p.Val29fs,</td>
</tr>
<tr>
<td align="left" valign="middle">&#x00A0;</td>
<td align="center" valign="middle">&#x00A0;</td>
<td align="center" valign="middle">&#x00A0;</td>
<td align="center" valign="middle">&#x00A0;</td>
<td align="center" valign="middle">&#x00A0;</td>
<td align="center" valign="middle">&#x00A0;</td>
<td align="left" valign="middle">HRAS</td>
<td align="left" valign="middle">c.80_81insC</td>
<td align="left" valign="middle">Frameshift</td>
<td align="left" valign="middle">p.Val29fs</td>
</tr>
<tr>
<td align="left" valign="middle">&#x00A0;</td>
<td align="center" valign="middle">&#x00A0;</td>
<td align="center" valign="middle">&#x00A0;</td>
<td align="center" valign="middle">&#x00A0;</td>
<td align="center" valign="middle">&#x00A0;</td>
<td align="center" valign="middle">&#x00A0;</td>
<td align="left" valign="middle">TP53</td>
<td align="left" valign="middle">c.215C&#x003E;G</td>
<td align="left" valign="middle">Missense</td>
<td align="left" valign="middle">p.Pro72Arg</td>
</tr>
<tr>
<td align="left" valign="middle">&#x00A0;</td>
<td align="center" valign="middle">&#x00A0;</td>
<td align="center" valign="middle">&#x00A0;</td>
<td align="center" valign="middle">&#x00A0;</td>
<td align="center" valign="middle">&#x00A0;</td>
<td align="center" valign="middle">&#x00A0;</td>
<td align="left" valign="middle">JAK3</td>
<td align="left" valign="middle">c.394C&#x003E;A</td>
<td align="left" valign="middle">Missense</td>
<td align="left" valign="middle">p.Pro132Thr</td>
</tr>
<tr>
<td align="left" valign="middle">4</td>
<td align="center" valign="middle">IDC</td>
<td align="center" valign="middle">III</td>
<td align="center" valign="middle">HER2<sup>-</sup></td>
<td align="center" valign="middle">ER<sup>+</sup></td>
<td align="center" valign="middle">PR<sup>+</sup></td>
<td align="left" valign="middle">PIK3CA</td>
<td align="left" valign="middle">c.1173A&#x003E;G</td>
<td align="left" valign="middle">Missense</td>
<td align="left" valign="middle">p.Ile391Met</td>
</tr>
<tr>
<td align="left" valign="middle">&#x00A0;</td>
<td align="center" valign="middle">&#x00A0;</td>
<td align="center" valign="middle">&#x00A0;</td>
<td align="center" valign="middle">&#x00A0;</td>
<td align="center" valign="middle">&#x00A0;</td>
<td align="center" valign="middle">&#x00A0;</td>
<td align="left" valign="middle">KDR</td>
<td align="left" valign="middle">c.1416A&#x003E;T</td>
<td align="left" valign="middle">Missense</td>
<td align="left" valign="middle">p.Gln472His</td>
</tr>
<tr>
<td align="left" valign="middle">&#x00A0;</td>
<td align="center" valign="middle">&#x00A0;</td>
<td align="center" valign="middle">&#x00A0;</td>
<td align="center" valign="middle">&#x00A0;</td>
<td align="center" valign="middle">&#x00A0;</td>
<td align="center" valign="middle">&#x00A0;</td>
<td align="left" valign="middle">TP53</td>
<td align="left" valign="middle">c.215C&#x003E;G</td>
<td align="left" valign="middle">Missense</td>
<td align="left" valign="middle">p.Pro72Arg</td>
</tr>
<tr>
<td align="left" valign="middle">5</td>
<td align="center" valign="middle">IDC</td>
<td align="center" valign="middle">II</td>
<td align="center" valign="middle">HER2<sup>+</sup></td>
<td align="center" valign="middle">ER<sup>+</sup></td>
<td align="center" valign="middle">PR<sup>+</sup></td>
<td align="left" valign="middle">KIT</td>
<td align="left" valign="middle">c.1621A&#x003E;C</td>
<td align="left" valign="middle">Missense</td>
<td align="left" valign="middle">p.Met541Leu</td>
</tr>
<tr>
<td align="left" valign="middle">&#x00A0;</td>
<td align="center" valign="middle">&#x00A0;</td>
<td align="center" valign="middle">&#x00A0;</td>
<td align="center" valign="middle">&#x00A0;</td>
<td align="center" valign="middle">&#x00A0;</td>
<td align="center" valign="middle">&#x00A0;</td>
<td align="left" valign="middle">TP53</td>
<td align="left" valign="middle">c.21+I9:K95C&#x003E;G</td>
<td align="left" valign="middle">Missense</td>
<td align="left" valign="middle">p.Pro72Arg</td>
</tr>
<tr>
<td align="left" valign="middle">6</td>
<td align="center" valign="middle">IDC</td>
<td align="center" valign="middle">III</td>
<td align="center" valign="middle">HER2<sup>+</sup></td>
<td align="center" valign="middle">ER<sup>+</sup></td>
<td align="center" valign="middle">PR<sup>+</sup></td>
<td align="left" valign="middle">KDR</td>
<td align="left" valign="middle">c.1416A&#x003E;T</td>
<td align="left" valign="middle">Missense</td>
<td align="left" valign="middle">p.Gln472His</td>
</tr>
<tr>
<td align="left" valign="middle">&#x00A0;</td>
<td align="center" valign="middle">&#x00A0;</td>
<td align="center" valign="middle">&#x00A0;</td>
<td align="center" valign="middle">&#x00A0;</td>
<td align="center" valign="middle">&#x00A0;</td>
<td align="center" valign="middle">&#x00A0;</td>
<td align="left" valign="middle">TP53</td>
<td align="left" valign="middle">c.215C&#x003E;G</td>
<td align="left" valign="middle">Missense</td>
<td align="left" valign="middle">p.Pro72Arg</td>
</tr>
<tr>
<td align="left" valign="middle">7</td>
<td align="center" valign="middle">IDC</td>
<td align="center" valign="middle">III</td>
<td align="center" valign="middle">HER2<sup>+</sup></td>
<td align="center" valign="middle">ER<sup>+</sup></td>
<td align="center" valign="middle">PR<sup>-</sup></td>
<td align="left" valign="middle">APC</td>
<td align="left" valign="middle">c.3949G&#x003E;C</td>
<td align="left" valign="middle">Missense</td>
<td align="left" valign="middle">p.Glu1317Gln</td>
</tr>
<tr>
<td align="left" valign="middle">&#x00A0;</td>
<td align="center" valign="middle">&#x00A0;</td>
<td align="center" valign="middle">&#x00A0;</td>
<td align="center" valign="middle">&#x00A0;</td>
<td align="center" valign="middle">&#x00A0;</td>
<td align="center" valign="middle">&#x00A0;</td>
<td align="left" valign="middle">ATM</td>
<td align="left" valign="middle">c.2572T&#x003E;C</td>
<td align="left" valign="middle">Missense</td>
<td align="left" valign="middle">p.Phe858Leu</td>
</tr>
<tr>
<td align="left" valign="middle">&#x00A0;</td>
<td align="center" valign="middle">&#x00A0;</td>
<td align="center" valign="middle">&#x00A0;</td>
<td align="center" valign="middle">&#x00A0;</td>
<td align="center" valign="middle">&#x00A0;</td>
<td align="center" valign="middle">&#x00A0;</td>
<td align="left" valign="middle">TP53</td>
<td align="left" valign="middle">c.215C&#x003E;G</td>
<td align="left" valign="middle">Missense</td>
<td align="left" valign="middle">p.Pro72Arg</td>
</tr>
<tr>
<td align="left" valign="middle">8</td>
<td align="center" valign="middle">IDC</td>
<td align="center" valign="middle">II</td>
<td align="center" valign="middle">HER2<sup>+</sup></td>
<td align="center" valign="middle">ER<sup>+</sup></td>
<td align="center" valign="middle">PR<sup>+</sup></td>
<td align="left" valign="middle">KDR</td>
<td align="left" valign="middle">c.1416A&#x003E;T</td>
<td align="left" valign="middle">Missense</td>
<td align="left" valign="middle">p.Gln472His</td>
</tr>
<tr>
<td align="left" valign="middle">&#x00A0;</td>
<td align="center" valign="middle">&#x00A0;</td>
<td align="center" valign="middle">&#x00A0;</td>
<td align="center" valign="middle">&#x00A0;</td>
<td align="center" valign="middle">&#x00A0;</td>
<td align="center" valign="middle">&#x00A0;</td>
<td align="left" valign="middle">TP53</td>
<td align="left" valign="middle">c.21G</td>
<td align="left" valign="middle">Missense</td>
<td align="left" valign="middle">p.Pro72Arg</td>
</tr>
<tr>
<td align="left" valign="middle">9</td>
<td align="center" valign="middle">IDC</td>
<td align="center" valign="middle">II</td>
<td align="center" valign="middle">HER2<sup>-</sup></td>
<td align="center" valign="middle">ER<sup>+</sup></td>
<td align="center" valign="middle">PR<sup>+</sup></td>
<td align="left" valign="middle">PIK3CA</td>
<td align="left" valign="middle">c.1173A&#x003E;G</td>
<td align="left" valign="middle">Missense</td>
<td align="left" valign="middle">p.Ile391Met</td>
</tr>
<tr>
<td align="left" valign="middle">&#x00A0;</td>
<td align="center" valign="middle">&#x00A0;</td>
<td align="center" valign="middle">&#x00A0;</td>
<td align="center" valign="middle">&#x00A0;</td>
<td align="center" valign="middle">&#x00A0;</td>
<td align="center" valign="middle">&#x00A0;</td>
<td align="left" valign="middle">TP53</td>
<td align="left" valign="middle">c.215C&#x003E;G</td>
<td align="left" valign="middle">Missense</td>
<td align="left" valign="middle">p.Pro72Arg</td>
</tr>
<tr>
<td align="left" valign="middle">10</td>
<td align="center" valign="middle">IDC</td>
<td align="center" valign="middle">II</td>
<td align="center" valign="middle">HER2<sup>+</sup></td>
<td align="center" valign="middle">ER<sup>+</sup></td>
<td align="center" valign="middle">PR<sup>+</sup></td>
<td align="left" valign="middle">TP53</td>
<td align="left" valign="middle">c.215C&#x003E;G</td>
<td align="left" valign="middle">Missense</td>
<td align="left" valign="middle">p.Pro72Arg</td>
</tr>
<tr>
<td align="left" valign="middle">11</td>
<td align="center" valign="middle">IDC</td>
<td align="center" valign="middle">IV</td>
<td align="center" valign="middle">HER2<sup>-</sup></td>
<td align="center" valign="middle">ER<sup>-</sup></td>
<td align="center" valign="middle">PR<sup>-</sup></td>
<td align="left" valign="middle">TP53</td>
<td align="left" valign="middle">c.215C&#x003E;G</td>
<td align="left" valign="middle">Missense</td>
<td align="left" valign="middle">p.Pro72Arg</td>
</tr>
<tr>
<td align="left" valign="middle">12</td>
<td align="center" valign="middle">DCIS</td>
<td align="center" valign="middle">III</td>
<td align="center" valign="middle">HER2<sup>+</sup></td>
<td align="center" valign="middle">ER-</td>
<td align="center" valign="middle">PR<sup>-</sup></td>
<td align="left" valign="middle">PIK3CA</td>
<td align="left" valign="middle">c.1173A&#x003E;G</td>
<td align="left" valign="middle">Missense</td>
<td align="left" valign="middle">p.Ile391Met</td>
</tr>
<tr>
<td align="left" valign="middle">&#x00A0;</td>
<td align="center" valign="middle">&#x00A0;</td>
<td align="center" valign="middle">&#x00A0;</td>
<td align="center" valign="middle">&#x00A0;</td>
<td align="center" valign="middle">&#x00A0;</td>
<td align="center" valign="middle">&#x00A0;</td>
<td align="left" valign="middle">KDR</td>
<td align="left" valign="middle">c.1416A&#x003E;T</td>
<td align="left" valign="middle">Missense</td>
<td align="left" valign="middle">p.Gln472His</td>
</tr>
<tr>
<td align="left" valign="middle">&#x00A0;</td>
<td align="center" valign="middle">&#x00A0;</td>
<td align="center" valign="middle">&#x00A0;</td>
<td align="center" valign="middle">&#x00A0;</td>
<td align="center" valign="middle">&#x00A0;</td>
<td align="center" valign="middle">&#x00A0;</td>
<td align="left" valign="middle">TP53</td>
<td align="left" valign="middle">c.215C&#x003E;G</td>
<td align="left" valign="middle">Missense</td>
<td align="left" valign="middle">p.Pro72Arg</td>
</tr>
<tr>
<td align="left" valign="middle">14</td>
<td align="center" valign="middle">IDC</td>
<td align="center" valign="middle">I</td>
<td align="center" valign="middle">HER2<sup>+</sup></td>
<td align="center" valign="middle">ER<sup>-</sup></td>
<td align="center" valign="middle">PR<sup>-</sup></td>
<td align="left" valign="middle">TP53</td>
<td align="left" valign="middle">c.215C&#x003E;G</td>
<td align="left" valign="middle">Missense</td>
<td align="left" valign="middle">p.Pro72Arg</td>
</tr>
<tr>
<td align="left" valign="middle">15</td>
<td align="center" valign="middle">IDC</td>
<td align="center" valign="middle">III</td>
<td align="center" valign="middle">HER2<sup>+</sup></td>
<td align="center" valign="middle">ER<sup>+</sup></td>
<td align="center" valign="middle">PR<sup>+</sup></td>
<td align="left" valign="middle">ATM</td>
<td align="left" valign="middle">c.2525C&#x003E;G</td>
<td align="left" valign="middle">Missense</td>
<td align="left" valign="middle">p.Thr842Ser</td>
</tr>
<tr>
<td align="left" valign="middle">&#x00A0;</td>
<td align="center" valign="middle">&#x00A0;</td>
<td align="center" valign="middle">&#x00A0;</td>
<td align="center" valign="middle">&#x00A0;</td>
<td align="center" valign="middle">&#x00A0;</td>
<td align="center" valign="middle">&#x00A0;</td>
<td align="left" valign="middle">TP53</td>
<td align="left" valign="middle">c.215C&#x003E;G</td>
<td align="left" valign="middle">Missense</td>
<td align="left" valign="middle">p.Pro72Arg</td>
</tr>
<tr>
<td align="left" valign="middle">16</td>
<td align="center" valign="middle">IDC</td>
<td align="center" valign="middle">IV</td>
<td align="center" valign="middle">HER2<sup>+</sup></td>
<td align="center" valign="middle">ER<sup>+</sup></td>
<td align="center" valign="middle">PR<sup>+</sup></td>
<td align="left" valign="middle">PIK3CA</td>
<td align="left" valign="middle">c.1173A&#x003E;G</td>
<td align="left" valign="middle">Missense</td>
<td align="left" valign="middle">p.Ile391Met</td>
</tr>
<tr>
<td align="left" valign="middle">&#x00A0;</td>
<td align="center" valign="middle">&#x00A0;</td>
<td align="center" valign="middle">&#x00A0;</td>
<td align="center" valign="middle">&#x00A0;</td>
<td align="center" valign="middle">&#x00A0;</td>
<td align="center" valign="middle">PR<sup>+</sup></td>
<td align="left" valign="middle">APC</td>
<td align="left" valign="middle">c.3920T&#x003E;A</td>
<td align="left" valign="middle">Missense</td>
<td align="left" valign="middle">p.Ile1307Lys</td>
</tr>
<tr>
<td align="left" valign="middle">&#x00A0;</td>
<td align="center" valign="middle">&#x00A0;</td>
<td align="center" valign="middle">&#x00A0;</td>
<td align="center" valign="middle">&#x00A0;</td>
<td align="center" valign="middle">&#x00A0;</td>
<td align="center" valign="middle">&#x00A0;</td>
<td align="left" valign="middle">APC</td>
<td align="left" valign="middle">c.3920_3921delTA</td>
<td align="left" valign="middle">Frameshift</td>
<td align="left" valign="middle">p.Ile1307fs</td>
</tr>
<tr>
<td align="left" valign="middle">&#x00A0;</td>
<td align="center" valign="middle">&#x00A0;</td>
<td align="center" valign="middle">&#x00A0;</td>
<td align="center" valign="middle">&#x00A0;</td>
<td align="center" valign="middle">&#x00A0;</td>
<td align="center" valign="middle">&#x00A0;</td>
<td align="left" valign="middle">APC</td>
<td align="left" valign="middle">c.3920delT</td>
<td align="left" valign="middle">Frameshift</td>
<td align="left" valign="middle">p.Ile1307fs</td>
</tr>
<tr>
<td align="left" valign="middle">&#x00A0;</td>
<td align="center" valign="middle">&#x00A0;</td>
<td align="center" valign="middle">&#x00A0;</td>
<td align="center" valign="middle">&#x00A0;</td>
<td align="center" valign="middle">&#x00A0;</td>
<td align="center" valign="middle">&#x00A0;</td>
<td align="left" valign="middle">TP53</td>
<td align="left" valign="middle">c.215C&#x003E;G</td>
<td align="left" valign="middle">Missense</td>
<td align="left" valign="middle">p.Pro72Arg</td>
</tr>
<tr>
<td align="left" valign="middle">17</td>
<td align="center" valign="middle">IDC</td>
<td align="center" valign="middle">IV</td>
<td align="center" valign="middle">HER2<sup>+</sup></td>
<td align="center" valign="middle">ER<sup>+</sup></td>
<td align="center" valign="middle">PR<sup>+</sup></td>
<td align="left" valign="middle">PIK3CA</td>
<td align="left" valign="middle">c.1173A&#x003E;G</td>
<td align="left" valign="middle">Missense</td>
<td align="left" valign="middle">p.Ile391Met</td>
</tr>
<tr>
<td align="left" valign="middle">&#x00A0;</td>
<td align="center" valign="middle">&#x00A0;</td>
<td align="center" valign="middle">&#x00A0;</td>
<td align="center" valign="middle">&#x00A0;</td>
<td align="center" valign="middle">&#x00A0;</td>
<td align="center" valign="middle">&#x00A0;</td>
<td align="left" valign="middle">KIT</td>
<td align="left" valign="middle">c.1621A&#x003E;C</td>
<td align="left" valign="middle">Missense</td>
<td align="left" valign="middle">p.Met541Leu</td>
</tr>
<tr>
<td align="left" valign="middle">&#x00A0;</td>
<td align="center" valign="middle">&#x00A0;</td>
<td align="center" valign="middle">&#x00A0;</td>
<td align="center" valign="middle">&#x00A0;</td>
<td align="center" valign="middle">&#x00A0;</td>
<td align="center" valign="middle">&#x00A0;</td>
<td align="left" valign="middle">TP53</td>
<td align="left" valign="middle">c.215_216insG</td>
<td align="left" valign="middle">Frameshift</td>
<td align="left" valign="middle">p.Val73fs</td>
</tr>
<tr>
<td align="left" valign="middle">&#x00A0;</td>
<td align="center" valign="middle">&#x00A0;</td>
<td align="center" valign="middle">&#x00A0;</td>
<td align="center" valign="middle">&#x00A0;</td>
<td align="center" valign="middle">&#x00A0;</td>
<td align="center" valign="middle">&#x00A0;</td>
<td align="left" valign="middle">TP53</td>
<td align="left" valign="middle">c.215C&#x003E;G</td>
<td align="left" valign="middle">Missense</td>
<td align="left" valign="middle">p.Pro72Arg</td>
</tr>
<tr>
<td align="left" valign="middle">18</td>
<td align="center" valign="middle">IDC</td>
<td align="center" valign="middle">II</td>
<td align="center" valign="middle">HER2<sup>+</sup></td>
<td align="center" valign="middle">ER<sup>+</sup></td>
<td align="center" valign="middle">PR<sup>+</sup></td>
<td align="left" valign="middle">KDR</td>
<td align="left" valign="middle">c.1416A&#x003E;T</td>
<td align="left" valign="middle">Missense</td>
<td align="left" valign="middle">p.Gln472His</td>
</tr>
<tr>
<td align="left" valign="middle">&#x00A0;</td>
<td align="center" valign="middle">&#x00A0;</td>
<td align="center" valign="middle">&#x00A0;</td>
<td align="center" valign="middle">&#x00A0;</td>
<td align="center" valign="middle">&#x00A0;</td>
<td align="center" valign="middle">&#x00A0;</td>
<td align="left" valign="middle">TP53</td>
<td align="left" valign="middle">c.215C&#x003E;G</td>
<td align="left" valign="middle">Missense</td>
<td align="left" valign="middle">p.Pro72Arg</td>
</tr>
<tr>
<td align="left" valign="middle">19</td>
<td align="center" valign="middle">IDC</td>
<td align="center" valign="middle">III</td>
<td align="center" valign="middle">HER2<sup>-</sup></td>
<td align="center" valign="middle">ER<sup>-</sup></td>
<td align="center" valign="middle">PR<sup>-</sup></td>
<td align="left" valign="middle">PIK3CA</td>
<td align="left" valign="middle">c.1173A&#x003E;G</td>
<td align="left" valign="middle">Missense</td>
<td align="left" valign="middle">p.Ile391Met</td>
</tr>
<tr>
<td align="left" valign="middle">&#x00A0;</td>
<td align="center" valign="middle">&#x00A0;</td>
<td align="center" valign="middle">&#x00A0;</td>
<td align="center" valign="middle">&#x00A0;</td>
<td align="center" valign="middle">&#x00A0;</td>
<td align="center" valign="middle">&#x00A0;</td>
<td align="left" valign="middle">TP53</td>
<td align="left" valign="middle">c.215C&#x003E;G</td>
<td align="left" valign="middle">Missense</td>
<td align="left" valign="middle">p.Pro72Arg</td>
</tr>
<tr>
<td align="left" valign="middle">20</td>
<td align="center" valign="middle">IDC</td>
<td align="center" valign="middle">II</td>
<td align="center" valign="middle">HER2<sup>+</sup></td>
<td align="center" valign="middle">ER<sup>+</sup></td>
<td align="center" valign="middle">PR<sup>+</sup></td>
<td align="left" valign="middle">TP53</td>
<td align="left" valign="middle">c.215C&#x003E;G</td>
<td align="left" valign="middle">Missense</td>
<td align="left" valign="middle">p.Pro72Arg</td>
</tr>
<tr>
<td align="left" valign="middle">21</td>
<td align="center" valign="middle">ILC</td>
<td align="center" valign="middle">I</td>
<td align="center" valign="middle">HER2<sup>+</sup></td>
<td align="center" valign="middle">ER<sup>+</sup></td>
<td align="center" valign="middle">PR<sup>+</sup></td>
<td align="left" valign="middle">PIK3CA</td>
<td align="left" valign="middle">c.1173A&#x003E;G</td>
<td align="left" valign="middle">Missense</td>
<td align="left" valign="middle">p.Ile391Met</td>
</tr>
<tr>
<td align="left" valign="middle">&#x00A0;</td>
<td align="center" valign="middle">&#x00A0;</td>
<td align="center" valign="middle">&#x00A0;</td>
<td align="center" valign="middle">&#x00A0;</td>
<td align="center" valign="middle">&#x00A0;</td>
<td align="center" valign="middle">&#x00A0;</td>
<td align="left" valign="middle">FGFR3</td>
<td align="left" valign="middle">c.2389G&#x003E;C</td>
<td align="left" valign="middle">Missense</td>
<td align="left" valign="middle">p.Ala797Pro</td>
</tr>
<tr>
<td align="left" valign="middle">&#x00A0;</td>
<td align="center" valign="middle">&#x00A0;</td>
<td align="center" valign="middle">&#x00A0;</td>
<td align="center" valign="middle">&#x00A0;</td>
<td align="center" valign="middle">&#x00A0;</td>
<td align="center" valign="middle">&#x00A0;</td>
<td align="left" valign="middle">ATM</td>
<td align="left" valign="middle">c.7313C&#x003E;T</td>
<td align="left" valign="middle">Missense</td>
<td align="left" valign="middle">p.Thr2438Ile</td>
</tr>
<tr>
<td align="left" valign="middle">&#x00A0;</td>
<td align="center" valign="middle">&#x00A0;</td>
<td align="center" valign="middle">&#x00A0;</td>
<td align="center" valign="middle">&#x00A0;</td>
<td align="center" valign="middle">&#x00A0;</td>
<td align="center" valign="middle">&#x00A0;</td>
<td align="left" valign="middle">TP53</td>
<td align="left" valign="middle">c.215C&#x003E;G</td>
<td align="left" valign="middle">Missense</td>
<td align="left" valign="middle">p.Pro72Arg</td>
</tr>
<tr>
<td align="left" valign="middle">22</td>
<td align="center" valign="middle">IDC</td>
<td align="center" valign="middle">III</td>
<td align="center" valign="middle">HER2<sup>+</sup></td>
<td align="center" valign="middle">ER<sup>+</sup></td>
<td align="center" valign="middle">PR<sup>+</sup></td>
<td align="left" valign="middle">PIK3CA</td>
<td align="left" valign="middle">c.1173A&#x003E;G</td>
<td align="left" valign="middle">Missense</td>
<td align="left" valign="middle">p.Ile391Met</td>
</tr>
<tr>
<td align="left" valign="middle">&#x00A0;</td>
<td align="center" valign="middle">&#x00A0;</td>
<td align="center" valign="middle">&#x00A0;</td>
<td align="center" valign="middle">&#x00A0;</td>
<td align="center" valign="middle">&#x00A0;</td>
<td align="center" valign="middle">&#x00A0;</td>
<td align="left" valign="middle">TP53</td>
<td align="left" valign="middle">c.215C&#x003E;G</td>
<td align="left" valign="middle">Missense</td>
<td align="left" valign="middle">p.Pro72Arg</td>
</tr>
<tr>
<td align="left" valign="middle">23</td>
<td align="center" valign="middle">IDC</td>
<td align="center" valign="middle">III</td>
<td align="center" valign="middle">HER2<sup>+</sup></td>
<td align="center" valign="middle">ER<sup>+</sup></td>
<td align="center" valign="middle">PR<sup>+</sup></td>
<td align="left" valign="middle">TP53</td>
<td align="left" valign="middle">c.215C&#x003E;G</td>
<td align="left" valign="middle">Missense</td>
<td align="left" valign="middle">p.Pro72Arg</td>
</tr>
<tr>
<td align="left" valign="middle">24</td>
<td align="center" valign="middle">IDC</td>
<td align="center" valign="middle">III</td>
<td align="center" valign="middle">HER2<sup>+</sup></td>
<td align="center" valign="middle">ER<sup>+</sup></td>
<td align="center" valign="middle">PR<sup>+</sup></td>
<td align="left" valign="middle">PIK3CA</td>
<td align="left" valign="middle">c.1173A&#x003E;G</td>
<td align="left" valign="middle">Missense</td>
<td align="left" valign="middle">p.Ile391Met</td>
</tr>
<tr>
<td align="left" valign="middle">&#x00A0;</td>
<td align="center" valign="middle">&#x00A0;</td>
<td align="center" valign="middle">&#x00A0;</td>
<td align="center" valign="middle">&#x00A0;</td>
<td align="center" valign="middle">&#x00A0;</td>
<td align="center" valign="middle">&#x00A0;</td>
<td align="left" valign="middle">HRAS</td>
<td align="left" valign="middle">c.84_85insT</td>
<td align="left" valign="middle">Frameshift</td>
<td align="left" valign="middle">p.Val29fs,</td>
</tr>
<tr>
<td align="left" valign="middle">&#x00A0;</td>
<td align="center" valign="middle">&#x00A0;</td>
<td align="center" valign="middle">&#x00A0;</td>
<td align="center" valign="middle">&#x00A0;</td>
<td align="center" valign="middle">&#x00A0;</td>
<td align="center" valign="middle">&#x00A0;</td>
<td align="left" valign="middle">HRAS</td>
<td align="left" valign="middle">c.80_81insC</td>
<td align="left" valign="middle">Frameshift</td>
<td align="left" valign="middle">p.Val29fs</td>
</tr>
<tr>
<td align="left" valign="middle">&#x00A0;</td>
<td align="center" valign="middle">&#x00A0;</td>
<td align="center" valign="middle">&#x00A0;</td>
<td align="center" valign="middle">&#x00A0;</td>
<td align="center" valign="middle">&#x00A0;</td>
<td align="center" valign="middle">&#x00A0;</td>
<td align="left" valign="middle">TP53</td>
<td align="left" valign="middle">c.215C&#x003E;G</td>
<td align="left" valign="middle">Missense</td>
<td align="left" valign="middle">p.Pro72Arg</td>
</tr>
<tr>
<td align="left" valign="middle">25</td>
<td align="center" valign="middle">IDC</td>
<td align="center" valign="middle">III</td>
<td align="center" valign="middle">HER2<sup>-</sup></td>
<td align="center" valign="middle">ER<sup>-</sup></td>
<td align="center" valign="middle">PR<sup>-</sup></td>
<td align="left" valign="middle">KIT</td>
<td align="left" valign="middle">c.1621A&#x003E;C</td>
<td align="left" valign="middle">Missense</td>
<td align="left" valign="middle">p.Met541Leu</td>
</tr>
<tr>
<td align="left" valign="middle">&#x00A0;</td>
<td align="center" valign="middle">&#x00A0;</td>
<td align="center" valign="middle">&#x00A0;</td>
<td align="center" valign="middle">&#x00A0;</td>
<td align="center" valign="middle">&#x00A0;</td>
<td align="center" valign="middle">&#x00A0;</td>
<td align="left" valign="middle">TP53</td>
<td align="left" valign="middle">c.215C&#x003E;G</td>
<td align="left" valign="middle">Missense</td>
<td align="left" valign="middle">p.Pro72Arg</td>
</tr>
<tr>
<td align="left" valign="middle">26</td>
<td align="center" valign="middle">ILC</td>
<td align="center" valign="middle">III</td>
<td align="center" valign="middle">HER2<sup>+</sup></td>
<td align="center" valign="middle">ER<sup>+</sup></td>
<td align="center" valign="middle">PR<sup>+</sup></td>
<td align="left" valign="middle">KIT</td>
<td align="left" valign="middle">c.1621A&#x003E;C</td>
<td align="left" valign="middle">Missense</td>
<td align="left" valign="middle">p.Met541Leu</td>
</tr>
<tr>
<td align="left" valign="middle">&#x00A0;</td>
<td align="center" valign="middle">&#x00A0;</td>
<td align="center" valign="middle">&#x00A0;</td>
<td align="center" valign="middle">&#x00A0;</td>
<td align="center" valign="middle">&#x00A0;</td>
<td align="center" valign="middle">&#x00A0;</td>
<td align="left" valign="middle">TP53</td>
<td align="left" valign="middle">c.215C&#x003E;G</td>
<td align="left" valign="middle">Missense</td>
<td align="left" valign="middle">p.Pro72Arg</td>
</tr>
<tr>
<td align="left" valign="middle">27</td>
<td align="center" valign="middle">IDC</td>
<td align="center" valign="middle">II</td>
<td align="center" valign="middle">HER2<sup>+</sup></td>
<td align="center" valign="middle">ER<sup>+</sup></td>
<td align="center" valign="middle">PR<sup>+</sup></td>
<td align="left" valign="middle">PIK3CA</td>
<td align="left" valign="middle">c.233A&#x003E;G</td>
<td align="left" valign="middle">Missense</td>
<td align="left" valign="middle">p.Glu78Gly</td>
</tr>
<tr>
<td align="left" valign="middle">&#x00A0;</td>
<td align="center" valign="middle">&#x00A0;</td>
<td align="center" valign="middle">&#x00A0;</td>
<td align="center" valign="middle">&#x00A0;</td>
<td align="center" valign="middle">&#x00A0;</td>
<td align="center" valign="middle">&#x00A0;</td>
<td align="left" valign="middle">PIK3CA</td>
<td align="left" valign="middle">c.1173A&#x003E;G</td>
<td align="left" valign="middle">Missense</td>
<td align="left" valign="middle">p.Ile391Met</td>
</tr>
<tr>
<td align="left" valign="middle">28</td>
<td align="center" valign="middle">IDC</td>
<td align="center" valign="middle">IV</td>
<td align="center" valign="middle">HER2<sup>+</sup></td>
<td align="center" valign="middle">ER<sup>+</sup></td>
<td align="center" valign="middle">PR<sup>+</sup></td>
<td align="left" valign="middle">PIK3CA</td>
<td align="left" valign="middle">c.233A&#x003E;G</td>
<td align="left" valign="middle">Missense</td>
<td align="left" valign="middle">p.Glu78Gly</td>
</tr>
<tr>
<td align="left" valign="middle">&#x00A0;</td>
<td align="center" valign="middle">&#x00A0;</td>
<td align="center" valign="middle">&#x00A0;</td>
<td align="center" valign="middle">&#x00A0;</td>
<td align="center" valign="middle">&#x00A0;</td>
<td align="center" valign="middle">&#x00A0;</td>
<td align="left" valign="middle">ATM</td>
<td align="left" valign="middle">c.1810C&#x003E;T</td>
<td align="left" valign="middle">Missense</td>
<td align="left" valign="middle">p.Pro604Ser</td>
</tr>
<tr>
<td align="left" valign="middle">&#x00A0;</td>
<td align="center" valign="middle">&#x00A0;</td>
<td align="center" valign="middle">&#x00A0;</td>
<td align="center" valign="middle">&#x00A0;</td>
<td align="center" valign="middle">&#x00A0;</td>
<td align="center" valign="middle">&#x00A0;</td>
<td align="left" valign="middle">TP53</td>
<td align="left" valign="middle">c.215C&#x003E;G</td>
<td align="left" valign="middle">Missense</td>
<td align="left" valign="middle">p.Pro72Arg</td>
</tr>
<tr>
<td align="left" valign="middle">29</td>
<td align="center" valign="middle">IDC</td>
<td align="center" valign="middle">II</td>
<td align="center" valign="middle">HER2<sup>-</sup></td>
<td align="center" valign="middle">ER<sup>+</sup></td>
<td align="center" valign="middle">PR<sup>+</sup></td>
<td align="left" valign="middle">PIK3CA</td>
<td align="left" valign="middle">c.1173A&#x003E;G</td>
<td align="left" valign="middle">Missense</td>
<td align="left" valign="middle">p.Ile391Met</td>
</tr>
<tr>
<td align="left" valign="middle">&#x00A0;</td>
<td align="center" valign="middle">&#x00A0;</td>
<td align="center" valign="middle">&#x00A0;</td>
<td align="center" valign="middle">&#x00A0;</td>
<td align="center" valign="middle">&#x00A0;</td>
<td align="center" valign="middle">&#x00A0;</td>
<td align="left" valign="middle">KDR</td>
<td align="left" valign="middle">c.1416A&#x003E;T</td>
<td align="left" valign="middle">Missense</td>
<td align="left" valign="middle">p.Gln472His</td>
</tr>
<tr>
<td align="left" valign="middle">30</td>
<td align="center" valign="middle">ILC</td>
<td align="center" valign="middle">II</td>
<td align="center" valign="middle">HER2<sup>-</sup></td>
<td align="center" valign="middle">ER<sup>+</sup></td>
<td align="center" valign="middle">PR<sup>+</sup></td>
<td align="left" valign="middle">KDR</td>
<td align="left" valign="middle">c.1416A&#x003E;T</td>
<td align="left" valign="middle">Missense</td>
<td align="left" valign="middle">p.Gln472His</td>
</tr>
<tr>
<td align="left" valign="middle">&#x00A0;</td>
<td align="center" valign="middle">&#x00A0;</td>
<td align="center" valign="middle">&#x00A0;</td>
<td align="center" valign="middle">&#x00A0;</td>
<td align="center" valign="middle">&#x00A0;</td>
<td align="center" valign="middle">&#x00A0;</td>
<td align="left" valign="middle">ATM</td>
<td align="left" valign="middle">c.3905G&#x003E;T</td>
<td align="left" valign="middle">Missense</td>
<td align="left" valign="middle">p.Gly1302Val</td>
</tr>
<tr>
<td align="left" valign="middle">31</td>
<td align="center" valign="middle">IDC</td>
<td align="center" valign="middle">II</td>
<td align="center" valign="middle">HER2<sup>+</sup></td>
<td align="center" valign="middle">ER<sup>-</sup></td>
<td align="center" valign="middle">PR<sup>-</sup></td>
<td align="left" valign="middle">TP53</td>
<td align="left" valign="middle">c.215C&#x003E;G</td>
<td align="left" valign="middle">Missense</td>
<td align="left" valign="middle">p.Pro72Arg</td>
</tr>
<tr>
<td align="left" valign="middle">32</td>
<td align="center" valign="middle">IDC</td>
<td align="center" valign="middle">II</td>
<td align="center" valign="middle">HER2<sup>+</sup></td>
<td align="center" valign="middle">ER<sup>-</sup></td>
<td align="center" valign="middle">PR<sup>-</sup></td>
<td align="left" valign="middle">PIK3CA</td>
<td align="left" valign="middle">c.1173A&#x003E;G</td>
<td align="left" valign="middle">Missense</td>
<td align="left" valign="middle">p.Ile391Met</td>
</tr>
<tr>
<td align="left" valign="middle">&#x00A0;</td>
<td align="center" valign="middle">&#x00A0;</td>
<td align="center" valign="middle">&#x00A0;</td>
<td align="center" valign="middle">&#x00A0;</td>
<td align="center" valign="middle">&#x00A0;</td>
<td align="center" valign="middle">&#x00A0;</td>
<td align="left" valign="middle">KDR</td>
<td align="left" valign="middle">c.1416A&#x003E;T</td>
<td align="left" valign="middle">Missense</td>
<td align="left" valign="middle">p.Gln472His</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn><p>Del, deletion; ins, insertion; fs, frameshift; HER2, Human epidermal growth factor receptor; ER, Estrogen receptor; PR, Progesterone receptor; DCIS, Ductal carcinoma <italic>in situ</italic>; ILC, invasive lobular carcinoma; IDC, invasive ductal carcinoma.</p></fn>
</table-wrap-foot>
</table-wrap>
<table-wrap id="tIII-BR-16-4-01509" position="float">
<label>Table III</label>
<caption><p>Mutational status of healthy control samples analyzed using the Ion AmpliSeq&#x2122; Cancer Hotspot Panel v2.</p></caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="middle">No.</th>
<th align="center" valign="middle">Genes</th>
<th align="center" valign="middle">Mutations detected</th>
<th align="center" valign="middle">Effect</th>
<th align="center" valign="middle">Amino acid change</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="middle">1</td>
<td align="left" valign="middle">KDR</td>
<td align="left" valign="middle">c.1416A&#x003E;T</td>
<td align="left" valign="middle">Missense</td>
<td align="left" valign="middle">p.Gln472His</td>
</tr>
<tr>
<td align="left" valign="middle">&#x00A0;</td>
<td align="left" valign="middle">HRAS</td>
<td align="left" valign="middle">c.80_81insC</td>
<td align="left" valign="middle">Frameshift</td>
<td align="left" valign="middle">p.Val29fs</td>
</tr>
<tr>
<td align="left" valign="middle">&#x00A0;</td>
<td align="left" valign="middle">HRAS</td>
<td align="left" valign="middle">c.80_81insC</td>
<td align="left" valign="middle">Frameshift</td>
<td align="left" valign="middle">p.Val29fs</td>
</tr>
<tr>
<td align="left" valign="middle">&#x00A0;</td>
<td align="left" valign="middle">ERBB2</td>
<td align="left" valign="middle">c.2380G&#x003E;T</td>
<td align="left" valign="middle">Missense</td>
<td align="left" valign="middle">p.Val794Leu</td>
</tr>
<tr>
<td align="left" valign="middle">2</td>
<td align="left" valign="middle">KDR</td>
<td align="left" valign="middle">c.1416A&#x003E;T</td>
<td align="left" valign="middle">Missense</td>
<td align="left" valign="middle">p.Gln472His</td>
</tr>
<tr>
<td align="left" valign="middle">&#x00A0;</td>
<td align="left" valign="middle">TP53</td>
<td align="left" valign="middle">c.215C&#x003E;G</td>
<td align="left" valign="middle">Missense</td>
<td align="left" valign="middle">p.Pro72Arg</td>
</tr>
<tr>
<td align="left" valign="middle">3</td>
<td align="left" valign="middle">TP53</td>
<td align="left" valign="middle">c.215C&#x003E;G</td>
<td align="left" valign="middle">Missense</td>
<td align="left" valign="middle">p.Pro72Arg</td>
</tr>
<tr>
<td align="left" valign="middle">&#x00A0;</td>
<td align="left" valign="middle">&#x00A0;</td>
<td align="left" valign="middle">c.209_215delCTCCCCCinsTCCCCCG</td>
<td align="left" valign="middle">Frameshift</td>
<td align="left" valign="middle">p.Ala70_Pro72delinsValProArg</td>
</tr>
<tr>
<td align="left" valign="middle">5</td>
<td align="left" valign="middle">TP53</td>
<td align="left" valign="middle">c.215C&#x003E;G</td>
<td align="left" valign="middle">Missense</td>
<td align="left" valign="middle">p.Pro72Arg</td>
</tr>
<tr>
<td align="left" valign="middle">6</td>
<td align="left" valign="middle">PIK3CA</td>
<td align="left" valign="middle">c.1173A&#x003E;G</td>
<td align="left" valign="middle">Missense</td>
<td align="left" valign="middle">p.Ile391Met</td>
</tr>
<tr>
<td align="left" valign="middle">&#x00A0;</td>
<td align="left" valign="middle">APC</td>
<td align="left" valign="middle">c.3920T&#x003E;A</td>
<td align="left" valign="middle">Missense</td>
<td align="left" valign="middle">p.Ile1307Lys</td>
</tr>
<tr>
<td align="left" valign="middle">&#x00A0;</td>
<td align="left" valign="middle">TP53</td>
<td align="left" valign="middle">c.215C&#x003E;G</td>
<td align="left" valign="middle">Missense</td>
<td align="left" valign="middle">p.Pro72Arg</td>
</tr>
<tr>
<td align="left" valign="middle">7</td>
<td align="left" valign="middle">TP53</td>
<td align="left" valign="middle">c.215C&#x003E;G</td>
<td align="left" valign="middle">Missense</td>
<td align="left" valign="middle">p.Pro72Arg</td>
</tr>
<tr>
<td align="left" valign="middle">8</td>
<td align="left" valign="middle">PIK3CA</td>
<td align="left" valign="middle">c.233A&#x003E;G</td>
<td align="left" valign="middle">Missense</td>
<td align="left" valign="middle">p.Glu78Gly</td>
</tr>
<tr>
<td align="left" valign="middle">&#x00A0;</td>
<td align="left" valign="middle">FGFR3</td>
<td align="left" valign="middle">c.2389G&#x003E;C</td>
<td align="left" valign="middle">Missense</td>
<td align="left" valign="middle">p.Ala797Pro</td>
</tr>
<tr>
<td align="left" valign="middle">&#x00A0;</td>
<td align="left" valign="middle">KDR</td>
<td align="left" valign="middle">c.1416A&#x003E;T</td>
<td align="left" valign="middle">Missense</td>
<td align="left" valign="middle">p.Gln472His</td>
</tr>
<tr>
<td align="left" valign="middle">9</td>
<td align="left" valign="middle">TP53</td>
<td align="left" valign="middle">c.215C&#x003E;G</td>
<td align="left" valign="middle">Missense</td>
<td align="left" valign="middle">p.Pro72Arg</td>
</tr>
<tr>
<td align="left" valign="middle">10</td>
<td align="left" valign="middle">TP53</td>
<td align="left" valign="middle">c.215C&#x003E;G</td>
<td align="left" valign="middle">Missense</td>
<td align="left" valign="middle">p.Pro72Arg</td>
</tr>
<tr>
<td align="left" valign="middle">11</td>
<td align="left" valign="middle">APC</td>
<td align="left" valign="middle">c.3920T&#x003E;A</td>
<td align="left" valign="middle">Missense</td>
<td align="left" valign="middle">p.Ile1307Lys</td>
</tr>
<tr>
<td align="left" valign="middle">&#x00A0;</td>
<td align="left" valign="middle">APC</td>
<td align="left" valign="middle">c.3920delT</td>
<td align="left" valign="middle">Frameshift</td>
<td align="left" valign="middle">p.Ile1307fs</td>
</tr>
<tr>
<td align="left" valign="middle">12</td>
<td align="left" valign="middle">ATM</td>
<td align="left" valign="middle">c.1811delC</td>
<td align="left" valign="middle">Frameshift</td>
<td align="left" valign="middle">p.Pro604fs</td>
</tr>
<tr>
<td align="left" valign="middle">&#x00A0;</td>
<td align="left" valign="middle">ATM</td>
<td align="left" valign="middle">c.1810C&#x003E;T</td>
<td align="left" valign="middle">Missense</td>
<td align="left" valign="middle">p.Pro604Ser</td>
</tr>
<tr>
<td align="left" valign="middle">&#x00A0;</td>
<td align="left" valign="middle">TP53</td>
<td align="left" valign="middle">c.215C&#x003E;G</td>
<td align="left" valign="middle">Missense</td>
<td align="left" valign="middle">p.Pro72Arg</td>
</tr>
<tr>
<td align="left" valign="middle">&#x00A0;</td>
<td align="left" valign="middle">PIK3CA</td>
<td align="left" valign="middle">c.1173A&#x003E;G</td>
<td align="left" valign="middle">Missense</td>
<td align="left" valign="middle">p.Ile391Met</td>
</tr>
<tr>
<td align="left" valign="middle">&#x00A0;</td>
<td align="left" valign="middle">KIT</td>
<td align="left" valign="middle">c.1621A&#x003E;C</td>
<td align="left" valign="middle">Missense</td>
<td align="left" valign="middle">p.Met541Leu</td>
</tr>
<tr>
<td align="left" valign="middle">13</td>
<td align="left" valign="middle">KDR</td>
<td align="left" valign="middle">c.1416A&#x003E;T</td>
<td align="left" valign="middle">Missense</td>
<td align="left" valign="middle">p.Gln472His</td>
</tr>
<tr>
<td align="left" valign="middle">&#x00A0;</td>
<td align="left" valign="middle">APC</td>
<td align="left" valign="middle">c.3920T&#x003E;A</td>
<td align="left" valign="middle">Missense</td>
<td align="left" valign="middle">p.Ile1307Lys</td>
</tr>
<tr>
<td align="left" valign="middle">&#x00A0;</td>
<td align="left" valign="middle">APC</td>
<td align="left" valign="middle">c.3920_3921delTA</td>
<td align="left" valign="middle">Frameshift</td>
<td align="left" valign="middle">p.Ile1307fs</td>
</tr>
<tr>
<td align="left" valign="middle">14</td>
<td align="left" valign="middle">PIK3CA</td>
<td align="left" valign="middle">c.233A&#x003E;G</td>
<td align="left" valign="middle">Missense</td>
<td align="left" valign="middle">p.Glu78Gly</td>
</tr>
<tr>
<td align="left" valign="middle">&#x00A0;</td>
<td align="left" valign="middle">TP53</td>
<td align="left" valign="middle">c.215C&#x003E;G</td>
<td align="left" valign="middle">Missense</td>
<td align="left" valign="middle">p.Pro72Arg</td>
</tr>
<tr>
<td align="left" valign="middle">15</td>
<td align="left" valign="middle">PIK3CA</td>
<td align="left" valign="middle">c.1173A&#x003E;G</td>
<td align="left" valign="middle">Missense</td>
<td align="left" valign="middle">p.Ile391Met</td>
</tr>
<tr>
<td align="left" valign="middle">&#x00A0;</td>
<td align="left" valign="middle">GNAQ</td>
<td align="left" valign="middle">c.625C&#x003E;A</td>
<td align="left" valign="middle">Missense</td>
<td align="left" valign="middle">p.Gln209Lys</td>
</tr>
<tr>
<td align="left" valign="middle">&#x00A0;</td>
<td align="left" valign="middle">TP53</td>
<td align="left" valign="middle">c.215C&#x003E;G</td>
<td align="left" valign="middle">Missense</td>
<td align="left" valign="middle">p.Pro72Arg</td>
</tr>
<tr>
<td align="left" valign="middle">&#x00A0;</td>
<td align="left" valign="middle">TP53</td>
<td align="left" valign="middle">c.209_215delCTCCCCCinsTCCCCCG</td>
<td align="left" valign="middle">Frameshift</td>
<td align="left" valign="middle">p.Ala70_Pro72delinsValProArg</td>
</tr>
<tr>
<td align="left" valign="middle">16</td>
<td align="left" valign="middle">KDR</td>
<td align="left" valign="middle">c.1416A&#x003E;T</td>
<td align="left" valign="middle">Missense</td>
<td align="left" valign="middle">p.Gln472His</td>
</tr>
<tr>
<td align="left" valign="middle">&#x00A0;</td>
<td align="left" valign="middle">TP53</td>
<td align="left" valign="middle">c.215C&#x003E;G</td>
<td align="left" valign="middle">Missense</td>
<td align="left" valign="middle">p.Pro72Arg</td>
</tr>
<tr>
<td align="left" valign="middle">17</td>
<td align="left" valign="middle">PIK3CA</td>
<td align="left" valign="middle">c.1173A&#x003E;G</td>
<td align="left" valign="middle">Missense</td>
<td align="left" valign="middle">p.Ile391Met</td>
</tr>
<tr>
<td align="left" valign="middle">18</td>
<td align="left" valign="middle">PIK3CA</td>
<td align="left" valign="middle">c.1173A&#x003E;G</td>
<td align="left" valign="middle">Missense</td>
<td align="left" valign="middle">p.Ile391Met</td>
</tr>
<tr>
<td align="left" valign="middle">&#x00A0;</td>
<td align="left" valign="middle">KDR</td>
<td align="left" valign="middle">c.1416A&#x003E;T</td>
<td align="left" valign="middle">Missense</td>
<td align="left" valign="middle">p.Gln472His</td>
</tr>
<tr>
<td align="left" valign="middle">&#x00A0;</td>
<td align="left" valign="middle">ATM</td>
<td align="left" valign="middle">c.2572T&#x003E;C</td>
<td align="left" valign="middle">Missense</td>
<td align="left" valign="middle">p.Phe858Leu</td>
</tr>
<tr>
<td align="left" valign="middle">&#x00A0;</td>
<td align="left" valign="middle">TP53</td>
<td align="left" valign="middle">c.215C&#x003E;G</td>
<td align="left" valign="middle">Missense</td>
<td align="left" valign="middle">p.Pro72Arg</td>
</tr>
<tr>
<td align="left" valign="middle">19</td>
<td align="left" valign="middle">KDR</td>
<td align="left" valign="middle">c.1416A&#x003E;T</td>
<td align="left" valign="middle">Missense</td>
<td align="left" valign="middle">p.Gln472His</td>
</tr>
<tr>
<td align="left" valign="middle">&#x00A0;</td>
<td align="left" valign="middle">JAK3</td>
<td align="left" valign="middle">c.394C&#x003E;A</td>
<td align="left" valign="middle">Missense</td>
<td align="left" valign="middle">p.Pro132Thr</td>
</tr>
<tr>
<td align="left" valign="middle">20</td>
<td align="left" valign="middle">TP53</td>
<td align="left" valign="middle">c.215C&#x003E;G</td>
<td align="left" valign="middle">Missense</td>
<td align="left" valign="middle">p.Pro72Arg</td>
</tr>
<tr>
<td align="left" valign="middle">21</td>
<td align="left" valign="middle">ATM</td>
<td align="left" valign="middle">c.2572T&#x003E;C</td>
<td align="left" valign="middle">Missense</td>
<td align="left" valign="middle">p.Phe858Leu</td>
</tr>
<tr>
<td align="left" valign="middle">&#x00A0;</td>
<td align="left" valign="middle">TP53</td>
<td align="left" valign="middle">c.215C&#x003E;G</td>
<td align="left" valign="middle">Missense</td>
<td align="left" valign="middle">p.Pro72Arg</td>
</tr>
<tr>
<td align="left" valign="middle">22</td>
<td align="left" valign="middle">PIK3CA</td>
<td align="left" valign="middle">c.1173A&#x003E;G</td>
<td align="left" valign="middle">Missense</td>
<td align="left" valign="middle">p.Ile391Met</td>
</tr>
<tr>
<td align="left" valign="middle">&#x00A0;</td>
<td align="left" valign="middle">KDR</td>
<td align="left" valign="middle">c.1416A&#x003E;T</td>
<td align="left" valign="middle">Missense</td>
<td align="left" valign="middle">p.Gln472His</td>
</tr>
<tr>
<td align="left" valign="middle">23</td>
<td align="left" valign="middle">KIT</td>
<td align="left" valign="middle">c.1621A&#x003E;C</td>
<td align="left" valign="middle">Missense</td>
<td align="left" valign="middle">p.Met541Leu</td>
</tr>
<tr>
<td align="left" valign="middle">&#x00A0;</td>
<td align="left" valign="middle">KDR</td>
<td align="left" valign="middle">c.1416A&#x003E;T</td>
<td align="left" valign="middle">Missense</td>
<td align="left" valign="middle">p.Gln472His</td>
</tr>
<tr>
<td align="left" valign="middle">&#x00A0;</td>
<td align="left" valign="middle">TP53</td>
<td align="left" valign="middle">c.215C&#x003E;G</td>
<td align="left" valign="middle">Missense</td>
<td align="left" valign="middle">p.Pro72Arg</td>
</tr>
<tr>
<td align="left" valign="middle">24</td>
<td align="left" valign="middle">PIK3CA</td>
<td align="left" valign="middle">c.1173A&#x003E;G</td>
<td align="left" valign="middle">Missense</td>
<td align="left" valign="middle">p.Ile391Met</td>
</tr>
<tr>
<td align="left" valign="middle">&#x00A0;</td>
<td align="left" valign="middle">APC</td>
<td align="left" valign="middle">c.3920T&#x003E;A</td>
<td align="left" valign="middle">Missense</td>
<td align="left" valign="middle">p.Ile1307Lys</td>
</tr>
<tr>
<td align="left" valign="middle">&#x00A0;</td>
<td align="left" valign="middle">TP53</td>
<td align="left" valign="middle">c.215C&#x003E;G</td>
<td align="left" valign="middle">Missense</td>
<td align="left" valign="middle">p.Pro72Arg</td>
</tr>
<tr>
<td align="left" valign="middle">25</td>
<td align="left" valign="middle">PIK3CA</td>
<td align="left" valign="middle">c.1173A&#x003E;G</td>
<td align="left" valign="middle">Missense</td>
<td align="left" valign="middle">p.Ile391Met</td>
</tr>
<tr>
<td align="left" valign="middle">&#x00A0;</td>
<td align="left" valign="middle">TP53</td>
<td align="left" valign="middle">c.215C&#x003E;G</td>
<td align="left" valign="middle">Missense</td>
<td align="left" valign="middle">p.Pro72Arg</td>
</tr>
<tr>
<td align="left" valign="middle">26</td>
<td align="left" valign="middle">KIT</td>
<td align="left" valign="middle">c.1621A&#x003E;C</td>
<td align="left" valign="middle">Missense</td>
<td align="left" valign="middle">p.Met541Leu</td>
</tr>
<tr>
<td align="left" valign="middle">&#x00A0;</td>
<td align="left" valign="middle">TP53</td>
<td align="left" valign="middle">c.215C&#x003E;G</td>
<td align="left" valign="middle">Missense</td>
<td align="left" valign="middle">p.Pro72Arg</td>
</tr>
<tr>
<td align="left" valign="middle">27</td>
<td align="left" valign="middle">TP53</td>
<td align="left" valign="middle">c.215C&#x003E;G</td>
<td align="left" valign="middle">Missense</td>
<td align="left" valign="middle">p.Pro72Arg</td>
</tr>
<tr>
<td align="left" valign="middle">28</td>
<td align="left" valign="middle">TP53</td>
<td align="left" valign="middle">c.215C&#x003E;G</td>
<td align="left" valign="middle">Missense</td>
<td align="left" valign="middle">p.Pro72Arg</td>
</tr>
<tr>
<td align="left" valign="middle">29</td>
<td align="left" valign="middle">PIK3CA</td>
<td align="left" valign="middle">c.1173A&#x003E;G</td>
<td align="left" valign="middle">Missense</td>
<td align="left" valign="middle">p.Ile391Met</td>
</tr>
<tr>
<td align="left" valign="middle">&#x00A0;</td>
<td align="left" valign="middle">APC</td>
<td align="left" valign="middle">c.3920delT</td>
<td align="left" valign="middle">Frameshift</td>
<td align="left" valign="middle">p.Ile1307fs</td>
</tr>
<tr>
<td align="left" valign="middle">&#x00A0;</td>
<td align="left" valign="middle">TP53</td>
<td align="left" valign="middle">c.215C&#x003E;G</td>
<td align="left" valign="middle">Missense</td>
<td align="left" valign="middle">p.Pro72Arg</td>
</tr>
<tr>
<td align="left" valign="middle">30</td>
<td align="left" valign="middle">TP53</td>
<td align="left" valign="middle">c.215C&#x003E;G</td>
<td align="left" valign="middle">Missense</td>
<td align="left" valign="middle">p.Pro72Arg</td>
</tr>
<tr>
<td align="left" valign="middle">31</td>
<td align="left" valign="middle">TP53</td>
<td align="left" valign="middle">c.215C&#x003E;G</td>
<td align="left" valign="middle">Missense</td>
<td align="left" valign="middle">p.Pro72Arg</td>
</tr>
<tr>
<td align="left" valign="middle">32</td>
<td align="left" valign="middle">TP53</td>
<td align="left" valign="middle">c.215C&#x003E;G</td>
<td align="left" valign="middle">Missense</td>
<td align="left" valign="middle">p.Pro72Arg</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn><p>Del, deletion; ins, insertion; fs, frameshift.</p></fn>
</table-wrap-foot>
</table-wrap>
<table-wrap id="tIV-BR-16-4-01509" position="float">
<label>Table IV</label>
<caption><p>Frequency distributions of the most frequent mutations TP53 and PIK3CA between the breast cancer patients and the healthy controls.</p></caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="middle">Gene</th>
<th align="center" valign="middle">Mutation</th>
<th align="center" valign="middle">Amino acid change</th>
<th align="center" valign="middle">Chromosome</th>
<th align="center" valign="middle">Exon</th>
<th align="center" valign="middle">NCBI 1000 Genomes Browser ID</th>
<th align="center" valign="middle">Variant frequency in the patients</th>
<th align="center" valign="middle">Variant frequency in the healthy controls</th>
<th align="center" valign="middle">P-value<sup><xref rid="tfn1-b-BR-16-4-01509" ref-type="table-fn">b</xref></sup></th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="middle"><italic>TP53</italic></td>
<td align="left" valign="middle">c.215C&#x003E;G</td>
<td align="left" valign="middle">p.Pro72Arg</td>
<td align="center" valign="middle">17</td>
<td align="center" valign="middle">3</td>
<td align="center" valign="middle">rs1042522</td>
<td align="center" valign="middle">0.87</td>
<td align="center" valign="middle">0.61</td>
<td align="center" valign="middle">0.020<sup><xref rid="tfn1-a-BR-16-4-01509" ref-type="table-fn">a</xref></sup></td>
</tr>
<tr>
<td align="left" valign="middle"><italic>PIK3CA</italic></td>
<td align="left" valign="middle">c.1173A&#x003E;G</td>
<td align="left" valign="middle">p.Ile391Met</td>
<td align="center" valign="middle">3</td>
<td align="center" valign="middle">9</td>
<td align="center" valign="middle">rs2230461</td>
<td align="center" valign="middle">0.53</td>
<td align="center" valign="middle">0.25</td>
<td align="center" valign="middle">0.041<sup><xref rid="tfn1-a-BR-16-4-01509" ref-type="table-fn">a</xref></sup></td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn id="tfn1-a-BR-16-4-01509"><p><sup>a</sup>P&#x003C;0.05.</p></fn>
<fn id="tfn1-b-BR-16-4-01509"><p><sup>b</sup>&#x03C7;<sup>2</sup> test.</p></fn>
</table-wrap-foot>
</table-wrap>
</floats-group>
</article>
