<?xml version="1.0" encoding="utf-8"?>
<!DOCTYPE article PUBLIC "-//NLM//DTD Journal Publishing DTD v3.0 20080202//EN" "journalpublishing3.dtd">
<article xml:lang="en" article-type="research-article" xmlns:xlink="http://www.w3.org/1999/xlink">
<?release-delay 0|0?>
<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">MCO</journal-id>
<journal-title-group>
<journal-title>Molecular and Clinical Oncology</journal-title>
</journal-title-group>
<issn pub-type="ppub">2049-9450</issn>
<issn pub-type="epub">2049-9469</issn>
<publisher>
<publisher-name>D.A. Spandidos</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3892/mco.2019.1869</article-id>
<article-id pub-id-type="publisher-id">MCO-0-0-1869</article-id>
<article-categories>
<subj-group>
<subject>Articles</subject>
</subj-group>
</article-categories>
<title-group>
<article-title>Molecular characteristics of breast cancer according to clinicopathological factors</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author"><name><surname>Huszno</surname><given-names>Joanna</given-names></name>
<xref rid="af1-mco-0-0-1869" ref-type="aff">1</xref>
<xref rid="c1-mco-0-0-1869" ref-type="corresp"/></contrib>
<contrib contrib-type="author"><name><surname>Kolosza</surname><given-names>Zofia</given-names></name>
<xref rid="af2-mco-0-0-1869" ref-type="aff">2</xref></contrib>
</contrib-group>
<aff id="af1-mco-0-0-1869"><label>1</label>I Radiation and Clinical Oncology Department, Maria Sk&#x0142;odowska-Curie Memorial Cancer Center and Institute of Oncology, 44-101 Gliwice, Poland</aff>
<aff id="af2-mco-0-0-1869"><label>2</label>Biostatistic Unit, Maria Sk&#x0142;odowska-Curie Memorial Cancer Center and Institute of Oncology, 44-101 Gliwice, Poland</aff>
<author-notes>
<corresp id="c1-mco-0-0-1869"><italic>Correspondence to</italic>: Dr Joanna Huszno, I Radiation and Clinical Oncology Department, Maria Sk&#x0142;odowska-Curie Memorial Cancer Center and Institute of Oncology, 15 Wybrzeze Armii Krajowej Street, 44-101 Gliwice, Poland, E-mail: <email>joahus@wp.pl</email></corresp>
</author-notes>
<pub-date pub-type="ppub">
<month>08</month>
<year>2019</year></pub-date>
<pub-date pub-type="epub">
<day>28</day>
<month>05</month>
<year>2019</year></pub-date>
<volume>11</volume>
<issue>2</issue>
<fpage>192</fpage>
<lpage>200</lpage>
<history>
<date date-type="received"><day>27</day><month>08</month><year>2018</year></date>
<date date-type="accepted"><day>11</day><month>04</month><year>2019</year></date>
</history>
<permissions>
<copyright-statement>Copyright &#x00A9; 2019, Spandidos Publications</copyright-statement>
<copyright-year>2019</copyright-year>
</permissions>
<abstract>
<p>The purpose of the present study was to evaluate the correlation between molecular factors such as <italic>BRCA1 DNA repair associated</italic> (<italic>BRCA1</italic>), <italic>checkpoint kinase 2</italic> (<italic>CHEK2</italic>) and <italic>nucleotide binding oligomerization domain containing 2</italic> (<italic>NOD2</italic>) gene mutations and clinicopathological factors in patients with breast cancer (BC). Prognostic factors were analyzed in BC patients with confirmed <italic>BRCA1</italic> (n=73), <italic>CHEK2</italic> (n=51) and <italic>NOD2</italic> (n=31) mutations. The control group was selected from BC patients without mutations (n=392). The <italic>BRCA</italic>-associated cancer cases were significantly more often triple negative compared with sporadic cancer (62&#x0025; vs. 14&#x0025;; P=0.0001). Luminal B HER2-positive and HER2-positive non-luminal subtypes were observed more often in the control group (33 and 17&#x0025;). The luminal A subtype was detected in 53&#x0025; of <italic>CHEK2</italic> mutation carriers and 45&#x0025; of <italic>NOD2</italic> mutation carriers. A lower histological grade was observed significantly more often in patients with <italic>CHEK2</italic> mutations in comparison with the control group (88 vs. 69&#x0025;; P=0.003). Lymph nodes without metastases were reported more frequently in <italic>NOD2</italic> mutation carriers (74 vs. 54&#x0025;; P=0.038), in <italic>BRCA1</italic> mutations (73 vs. 54&#x0025;; P=0.004) and, although not significantly, in <italic>CHEK2</italic> mutation carriers (69 vs. 54&#x0025;; P=0.071) compared with the control group. In conclusion, <italic>BRCA1</italic> mutation was associated with TNBC and the luminal B HER2 (&#x2212;) subtype. HER2-positive subtypes were characteristic of the control group. <italic>CHEK2</italic> and <italic>NOD2</italic> mutation carriers had a more favorable profile of prognostic factors.</p>
</abstract>
<kwd-group>
<kwd>breast cancer</kwd>
<kwd><italic>BRCA</italic> gene mutation</kwd>
<kwd><italic>CHEK2</italic> gene mutation</kwd>
<kwd><italic>NOD2</italic> gene mutation</kwd>
<kwd>clinicopathological factors</kwd>
</kwd-group>
</article-meta>
</front>
<body>
<sec sec-type="intro">
<title>Introduction</title>
<p>Breast cancer is a heterogeneous complex of diseases, comprising a spectrum of numerous subtypes with distinct biological features. These biological subtypes lead to differences in treatment responses and clinical outcomes (<xref rid="b1-mco-0-0-1869" ref-type="bibr">1</xref>). Traditional classification systems include biological characteristics, including tumor size, lymph node involvement, histological grade, patient age, estrogen receptors (ER), progesterone receptors (PR) and human epidermal growth factor receptor 2 (HER2 or c-erbB2) status (<xref rid="b2-mco-0-0-1869" ref-type="bibr">2</xref>). The diagnosis of breast cancer is based on clinical examination in combination with imaging and is confirmed by pathological assessment. Clinical examination includes bimanual palpation of the breasts and locoregional lymph nodes. Imaging diagnostics facilitate the assessment of the presence of distant metastases (bones, liver and lungs). A neurological examination is only required when symptoms are present (<xref rid="b3-mco-0-0-1869" ref-type="bibr">3</xref>).</p>
<p>The pathological report should include the histological type, grade, immunohistochemical (IHC) evaluation of estrogen receptor (ER) status (using a standardized assessment methodology, e.g., Allred or H-score), and progesterone receptor (PR) and human epidermal growth factor 2 receptor (HER2) gene expression. HER2 gene amplification status may be determined directly from all invasive tumors using <italic>in situ</italic> hybridization (fluorescent, chromogenic or silver), either as a replacement for IHC or for tumors with an ambiguous (2&#x002B;) IHC score (<xref rid="b4-mco-0-0-1869" ref-type="bibr">4</xref>). Proliferation markers such as Ki67 should also be assessed (<xref rid="b5-mco-0-0-1869" ref-type="bibr">5</xref>).</p>
<p>Breast cancer tumors are divided into subtypes according to aforementioned factors, defined by routine histology and IHC (the 2015 St Gallen Consensus Conference). This classification is very important for prognosis and treatment decisions (<xref rid="b1-mco-0-0-1869" ref-type="bibr">1</xref>,<xref rid="b6-mco-0-0-1869" ref-type="bibr">6</xref>). Luminal-A is the most common subtype and represents 50&#x2013;60&#x0025; of all breast cancer cases. This subtype is defined as ER-positive and/or PR-positive tumors with a negative HER2 and low Ki67 (proliferating cell nuclear antigen) index, assessed by immunohistochemistry. Patients with luminal-A breast cancer have a good prognosis and the relapse rate is significantly lower compared with that for other subtypes (<xref rid="b7-mco-0-0-1869" ref-type="bibr">7</xref>). Luminal-B tumors comprise 15&#x2013;20&#x0025; of breast cancer cases and have a more aggressive phenotype, higher histological grade, increased proliferative index and a worse prognosis. There are distinct HER2-negative (ER-positive; HER2-negative; Ki67&#x0025; high; PR low) and HER2-positive (ER-positive; HER2-positive; any Ki67; any PR) luminal B subtypes. HER2-positive cancer accounts for 15&#x2013;20&#x0025; of breast cancer subtypes. These tumors are characterized by high expression of the HER2 gene and other genes associated with the HER2 pathway and/or HER2 amplicon located on the 17q12 chromosome (<xref rid="b8-mco-0-0-1869" ref-type="bibr">8</xref>). The HER2-positive non-luminal subtype is highly proliferative, with negative steroid receptor status. The other group are basal-like tumors (triple negative, HER2-negative, ER and PR absent) (<xref rid="b9-mco-0-0-1869" ref-type="bibr">9</xref>). The progress in genetic diagnostics has led to the identification of novel molecular factors, including the <italic>BRCA1/2, CHEK2, TP53</italic> and <italic>PALB2</italic> genes (<xref rid="b10-mco-0-0-1869" ref-type="bibr">10</xref>&#x2013;<xref rid="b13-mco-0-0-1869" ref-type="bibr">13</xref>). Additionally, the role of tumor-infiltrating lymphocytes (TILs) in carcinogenesis and cancer progression has been confirmed (<xref rid="b14-mco-0-0-1869" ref-type="bibr">14</xref>,<xref rid="b15-mco-0-0-1869" ref-type="bibr">15</xref>). The development of novel specific molecular targets within cancer cells is currently an important goal of oncology and part of treatment individualization. In recent years there has been a significant increase in the influence of genetic factors on the diagnostic process and the therapeutic decisions of patients with cancer, particularly breast cancer.</p>
<p>The purpose of the present study was to evaluate the correlation between molecular factors, including <italic>BRCA1, CHEK2</italic> and <italic>NOD2</italic> gene mutations, and well known clinicopathological factors in patients with breast cancer. As a follow-up study, it sought to assess the usefulness of molecular factors in the traditional classification systems of breast cancer.</p>
</sec>
<sec sec-type="subjects|methods">
<title>Patients and methods</title>
<sec>
<title/>
<sec>
<title>Patients</title>
<p>The present study retrospectively analyzed a data from a previous study conducted between the years 2007 and 2016 in the MSC Memorial Cancer Centre and Institute of Oncology, Gliwice Branch (COI; Poland), clinicopathological prognostic factors were analyzed in patients with breast cancer with confirmed <italic>BRCA1</italic> (n=73), <italic>CHEK2</italic> (n=51) and <italic>NOD2</italic> (n=31) mutations. The control group was selected from breast cancer patients without mutations (n=392). The patients in all groups (<italic>BRCA1, CHEK2</italic> and <italic>NOD2</italic> mutation carriers, and the control group) were treated according to the same protocol. All patients provided written informed consent allowing their biological material to be used to clinical research.</p>
<p>All patients were women diagnosed, treated and followed-up at the COI in Gliwice. Patient underwent clinical follow-up examinations every 3 months in the first 2 years, every 6 months thereafter until the 5th year following diagnosis, and every year subsequently. Inclusion criteria were as follows: Breast cancer confirmed by microscopic examination; performance status ZUBROD 0&#x2013;1; age &#x003E;18 years; and normal values of renal and liver function, bone marrow. Data for age at onset, menopausal status, surgical procedures, disease stage according to TNM classification (T-the size of the tumor; N-spread of cancer to nearby lymph nodes; and M-metastasis), histology, estrogen and progesterone receptor status, HER2 status and contralateral breast cancer were gathered from hospital records and pathology reports. The analysis of patient medical records was performed according to national legal regulation. The complete characteristics of patients with regard to demographic and clinicopathological features are presented in <xref rid="tI-mco-0-0-1869" ref-type="table">Tables I</xref> and <xref rid="tII-mco-0-0-1869" ref-type="table">II</xref>. Treatment strategies are illustrated in <xref rid="tIII-mco-0-0-1869" ref-type="table">Table III</xref>. Preliminary results of this study for <italic>BRCA, CHEK2</italic> and <italic>NOD2</italic> mutations have been presented in our previous publications (<xref rid="b16-mco-0-0-1869" ref-type="bibr">16</xref>&#x2013;<xref rid="b18-mco-0-0-1869" ref-type="bibr">18</xref>).</p>
</sec>
<sec>
<title>Methods</title>
<p>The status of <italic>CHEK2</italic>&#x002A;1100delC and I157T mutations (GenBank NM_007194.3) was assessed by ASA-PCR and RFLP-PCR techniques, respectively. The present study examined the most common mutations in <italic>BRCA1</italic> (c.68_69delAG, c.181T&#x003E;G, c.4034delA, c.5266dupC and c.3700_3704del5; GenBank NM_007294.3) and <italic>BRCA2</italic> (c.5946delT and c.9403delC; GenBank NM_000059.3) present in the Silesian population. The presence of thec.3016_3017insC mutation of <italic>NOD2</italic> (GenBank NM_022162.1) was also evaluated in the study group (<xref rid="tIV-mco-0-0-1869" ref-type="table">Table IV</xref>). Each patient provided informed consent prior to venous blood collection for a genetic test. Genomic DNA was isolated from peripheral blood leucocytes.</p>
</sec>
<sec>
<title>Statistical analysis</title>
<p>Statistical analysis was performed using STATISTICA 13 software (StatSoft, Inc., Tulsa, OK, USA). The frequency of side effects was counted. The qualitative features are presented as the percentage of their occurrence and were evaluated with Fisher&#x0027;s test and &#x03C7;<sup>2</sup> test with the Yates correction. 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>Clinical factors and mutations</title>
<p><italic>BRCA1</italic> mutation carriers were significantly younger in comparison with patients without detected mutations (P=0.0001). The median age of <italic>BRCA1</italic> mutation carriers was 43 years (range, 25&#x2013;74 years) and for the control group it was 53 years (range, 26&#x2013;78 years). Patients with <italic>BRCA</italic>-associated breast cancer were also significantly more often in the premenopausal age range compared with the control group (71 vs. 49&#x0025;; P=0.0005). The median age at menarche was 14 years old, which was similar in the two groups (P=0.559). However, the median number of births was significantly lower in patients with <italic>BRCA1</italic> mutations (P=0.0001). The median age of <italic>CHEK2</italic> carriers was 50 years (range, 26&#x2013;71). In the present analysis, <italic>CHEK2</italic> carriers were younger, although not significantly, compared with the control group (P=0.081). No significant differences were identified between <italic>CHEK2</italic> mutation carriers and the control group according to postmenopausal status (47 vs. 51&#x0025;; P=0.656). The median age at breast cancer diagnosis for the carriers of the <italic>NOD2</italic> mutation was 47 years (range, 27&#x2013;68). All mutation carriers were younger compared with patients in the control group. The youngest patients were <italic>BRCA1</italic> mutation carriers (median age, 43 years), followed by those with the <italic>NOD2</italic> mutation (median age, 47 years) and those with the <italic>CHEK2</italic> mutation (median age, 50 years) (<xref rid="tI-mco-0-0-1869" ref-type="table">Table I</xref>). There were no differences in age between <italic>BRCA1</italic> and <italic>NOD2</italic> mutation carriers (P=0.338) or between patients with <italic>CHEK2</italic> and <italic>NOD2</italic> mutations (P=0.268). <italic>BRCA1</italic> mutation carriers were younger in comparison with patients with <italic>CHEK2</italic> mutation (P=0.015). <italic>BRCA1</italic> mutation carriers were more frequently in the premenopausal period compared with patients with the <italic>CHEK2</italic> (P=0.037) or <italic>NOD2</italic> mutation (P=0.054).</p>
<p>A history of cancer in the family was reported in 123 (31&#x0025;) in control group and 80 (52&#x0025;) patients with mutations (P=0.0001). A family history of cancer was observed more frequently in <italic>CHEK2</italic> mutation carriers (61 vs. 31&#x0025;; P=0.0001) and <italic>NOD2</italic> mutation carriers (58 vs. 31&#x0025;; P=0.005) compared with control group patients. There was a detected tendency towards a family history of cancer in patients with <italic>BRCA1</italic> mutations (42 vs. 31&#x0025;; P=0.065). A family history of breast cancer was reported in patients with mutations in <italic>BRCA1</italic> (25 vs. 10&#x0025;; P=0.0009), <italic>CHEK2</italic> (27 vs. 10&#x0025;; P=0.001) or <italic>NOD2</italic> (35 vs. 10&#x0025;; P=0.0003) in comparison with the control group. Colorectal cancer (14 vs. 5&#x0025;; P=0.017) and gastric cancer (10 vs. 3&#x0025;; P=0.044) within the family history were observed more frequently in patients with <italic>CHEK2</italic> mutation compared with the control group. Similarly, a significant family history of CNS tumors was identified in patients with <italic>CHEK2</italic> mutations (8 vs. 1&#x0025;; P=0.013) (<xref rid="tI-mco-0-0-1869" ref-type="table">Table I</xref>). There was reported no association between other types of cancer in family history and <italic>BRCA1, CHEK2</italic> or <italic>NOD2</italic> mutations.</p>
</sec>
<sec>
<title>Histopathological factors and mutations</title>
<p>Clinicopathological analysis was conducted. <italic>BRCA1</italic>-associated cancer had significantly more frequent negative steroid receptor status compared with the control group (62 vs. 31&#x0025;; P=0.0001). HER2 overexpression was significantly more frequently detected in women without mutations compared with <italic>BRCA1</italic> carriers (51 vs. 7&#x0025;; P=0.0001; <xref rid="tII-mco-0-0-1869" ref-type="table">Table II</xref>, <xref rid="f1-mco-0-0-1869" ref-type="fig">Fig. 1</xref>). Histological type G3 was detected more frequently in patients with <italic>BRCA1</italic> mutations (55 vs. 31&#x0025;; P=0.0001; <xref rid="f2-mco-0-0-1869" ref-type="fig">Fig. 2</xref>). There were observed differences between two of the analyzed groups (<italic>CHEK2</italic> carriers and the control group) with respect to ER-positive status (82 vs. 66&#x0025;; P=0.001), PR-positive status (78 vs. 59&#x0025;; P=0.009) and HER2 overexpression (18 vs. 51&#x0025;; P=0.0001; <xref rid="tII-mco-0-0-1869" ref-type="table">Table II</xref>, <xref rid="f1-mco-0-0-1869" ref-type="fig">Figs. 1</xref>, <xref rid="f3-mco-0-0-1869" ref-type="fig">3</xref> and <xref rid="f4-mco-0-0-1869" ref-type="fig">4</xref>). The histological grade of breast cancer differed between patients with <italic>CHEK2</italic> mutations and the control group (12&#x0025; G3 vs. 31&#x0025; G3; P=0.003; <xref rid="tII-mco-0-0-1869" ref-type="table">Table II</xref>, <xref rid="f2-mco-0-0-1869" ref-type="fig">Fig. 2</xref>). The absence of HER2 overexpression was observed significantly more frequently in <italic>NOD2</italic> mutation carriers (90 vs. 49&#x0025;; P=0.0001) compared with the control group (<xref rid="tII-mco-0-0-1869" ref-type="table">Table II</xref>, <xref rid="f1-mco-0-0-1869" ref-type="fig">Fig. 1</xref>). By contrast, there were no differences between <italic>NOD2</italic> mutation carriers and the control group with respect to ER (29 vs. 34&#x0025;; P=0.253) and PR (32 vs. 41&#x0025;; P=0.447) negative steroid receptor status (<xref rid="tII-mco-0-0-1869" ref-type="table">Table II</xref>, <xref rid="f3-mco-0-0-1869" ref-type="fig">Figs. 3</xref> and <xref rid="f4-mco-0-0-1869" ref-type="fig">4</xref>). A lower histological grade, G1-G2, was observed with similar frequency in <italic>NOD2</italic> mutation carriers and the control group (74 vs. 69&#x0025;; P=0.687; <xref rid="tII-mco-0-0-1869" ref-type="table">Table II</xref>, <xref rid="f2-mco-0-0-1869" ref-type="fig">Fig. 2</xref>). G3 tumors were detected in 26&#x0025; of mutation carriers and 31&#x0025; of subjects in the control group.</p>
<p>Lymph nodes metastases occurred more frequently in the control group of patients compared with the group with <italic>BRCA1</italic> mutations (46 vs. 27&#x0025;; P=0.004). There was an observed tendency towards the presence of lymph node metastases in patients of the control group compared with <italic>CHEK2</italic> mutation carriers (46 vs. 31&#x0025;; P=0.071). Lymph nodes without metastases (N0) were reported more frequently in patients with <italic>NOD2</italic> mutations compared with the control group (74&#x0025; vs. 54&#x0025;; P=0.038) (<xref rid="tII-mco-0-0-1869" ref-type="table">Table II</xref>, <xref rid="f5-mco-0-0-1869" ref-type="fig">Fig. 5</xref>).</p>
<p>In the present study, patients with <italic>BRCA1</italic> mutations had significantly more frequent large tumor sizes (T3-T4) compared with the control group (34 vs. 18&#x0025;; P=0.002). <italic>CHEK2</italic> mutation carriers were slightly more likely to present with locally advanced breast cancer (T3-T4) compared with the control group (25 vs. 18&#x0025;; P=0.186) and patients with <italic>NOD2</italic> mutations exhibited no differences in T grade (<xref rid="tII-mco-0-0-1869" ref-type="table">Table II</xref>, <xref rid="f6-mco-0-0-1869" ref-type="fig">Fig. 6</xref>).</p>
<p>The majority of patients in studied groups had the ductal invasive carcinoma subtype: 77&#x0025; of <italic>BRCA1</italic> mutation carriers, 63&#x0025; of <italic>CHEK2</italic> mutation carriers and 87&#x0025; of patients with <italic>NOD2</italic> mutations. The lobular type of breast cancer was detected significantly more frequently in <italic>CHEK2</italic> mutation carriers compared with the control group (22 vs. 10&#x0025;; P=0.033) (<xref rid="tII-mco-0-0-1869" ref-type="table">Table II</xref>).</p>
<p>Compared with the control group, <italic>BRCA1</italic> mutation carriers were younger, and more frequently had higher tumor sizes (T3-T4), G3 tumors, negative steroid receptor status (ER-) and tumors without HER2 overexpression. <italic>CHEK2</italic> mutation carriers more frequently had tumors without HER2 overexpression, ER-positive receptor status and lower histological grade (G1-G2). Patients with <italic>NOD2</italic> mutation were younger and frequently had tumors without HER2 overexpression, when compared with the control group.</p>
</sec>
<sec>
<title>Molecular subtypes of breast cancer in patients with mutations</title>
<p>The distributions of the molecular types in breast cancer patients with the <italic>BRCA1, CHEK2</italic> and <italic>NOD2</italic> mutations differed significantly from the distributions of the subtypes in the control group (<xref rid="tV-mco-0-0-1869" ref-type="table">Table V</xref>, <xref rid="f7-mco-0-0-1869" ref-type="fig">Fig. 7</xref>). The <italic>BRCA1</italic>-associated cancers were significantly more often triple negative (TNBC) compared with the tumors in the sporadic cancer cases (62 vs. 14&#x0025;; P=0.0001). Luminal B subtypes, particularly Luminal B HER2-positive subtypes, were reported more frequently in the control group (56 and 33&#x0025;, respectively) in comparison with the mutation carriers: <italic>BRCA1</italic> (34 and 7&#x0025;, respectively); <italic>CHEK2</italic> (33 and 12&#x0025;, respectively) and <italic>NOD2</italic> (26 and 6&#x0025;, respectively). Luminal A type breast cancer was diagnosed more frequently in <italic>CHEK2</italic> mutation carriers (53&#x0025;) and <italic>NOD2</italic> mutation carriers (45&#x0025;) compared with the control group (13&#x0025;) (<xref rid="tV-mco-0-0-1869" ref-type="table">Table V</xref>).</p>
</sec>
</sec>
</sec>
<sec sec-type="discussion">
<title>Discussion</title>
<p>In previous studies, patients with <italic>BRCA1</italic> mutation were characterized by their younger age, negative steroid receptor status (ER-), HER2 negative and triple negative tumors (<xref rid="b19-mco-0-0-1869" ref-type="bibr">19</xref>). The basal type of cancer was also significantly associated with <italic>BRCA1</italic> expression (<xref rid="b20-mco-0-0-1869" ref-type="bibr">20</xref>). The present results confirmed those of previous studies. In the analyzed group, the median age of patients with <italic>BRCA1</italic> mutations was significantly lower compared with that of patients in the control group (43 vs. 53 years; P&#x003C;0.0001). These mutation carriers were also more frequently in the premenopausal period (71 vs. 49&#x0025;; P=0.0005), had more locally advanced primary tumors (34 vs. 18&#x0025;; P=0.002) and were more often triple negative (62 vs. 14&#x0025;; P=0.0001). The more advanced disease stage and TNBC subtype in <italic>BRCA1</italic> mutation carriers may be associated with a more aggressive clinicopathological tumor type. These observations are consistent with those from previous studies (<xref rid="b21-mco-0-0-1869" ref-type="bibr">21</xref>&#x2013;<xref rid="b24-mco-0-0-1869" ref-type="bibr">24</xref>).</p>
<p>A study conducted by de Bock <italic>et al</italic> (<xref rid="b25-mco-0-0-1869" ref-type="bibr">25</xref>) demonstrated that patients with a <italic>CHEK2</italic> mutation were significantly younger than patients without this mutation (49.0 vs. 53.2 years; P=0.03). Patients with a germline CHEK2&#x002A;1100delC mutation more frequently had tumors with positive steroid receptor status [ER (91 vs. 69&#x0025;; P=0.03); PR (81 vs. 53&#x0025;; P=0.04)] in comparison with non-carriers. By contrast, no significant differences between these two groups were reported with respect to tumor size, histological subtype, grade, or surgical procedure, or in the choice of adjuvant systemic therapy or radiotherapy (<xref rid="b25-mco-0-0-1869" ref-type="bibr">25</xref>). In patients with early-onset breast cancer from Poland, ER-positive status was observed more frequently in carriers of <italic>CHEK2</italic> truncating mutations compared with non-carriers (72 vs. 58&#x0025;; P=0.01). Women with a <italic>CHEK2</italic> mutation had a fourfold increased risk of ER-positive breast cancer in the Polish population (<xref rid="b26-mco-0-0-1869" ref-type="bibr">26</xref>). A correlation between <italic>CHEK2</italic>&#x002A;1100delC mutation status and tumor characteristics was also reported in trial conducted by Kilpivaara <italic>et al</italic> (<xref rid="b27-mco-0-0-1869" ref-type="bibr">27</xref>). In that study, no association was observed between this mutation and hormone receptor status, tumor histology or lymph node status. Another analyzed risk factor was ionizing radiation treatment. In a study conducted by Broeks <italic>et al</italic> (<xref rid="b28-mco-0-0-1869" ref-type="bibr">28</xref>), an association was observed between <italic>BRCA1, BRCA2</italic> and <italic>CHEK2</italic> germline mutation carriers and the risk of radiation-induced contralateral breast cancer in comparison with non-carriers [odds ratio (OR), 2.51; 95&#x0025; confidence interval, 1.03&#x2013;6.10; P=0.049]. In the present analysis, the presence of luminal A type breast cancer was reported in <italic>CHEK2</italic> mutation carriers more frequently than in the control group (53&#x0025; vs. 13&#x0025;; P=0.0001). HER2 overexpression was detected more frequently in the control group. In the present study, there was observed tendency towards a family history of cancer in patients of the control group compared with mutation carriers (46 vs. 31&#x0025;; P=0.071). The present study also observed a tendency towards a family history of cancer, particularly gastric, colorectal or CNS cancer, in the carrier groups. Breast cancer within the family history was observed significantly more often in <italic>CHEK2</italic> mutation carriers in comparison with the control group (27 vs. 10&#x0025;; P=0.001). Lower histological grade was observed significantly more often in patients with <italic>CHEK2</italic> mutations compared with the control group (88 vs. 69&#x0025;; P=0.003). The carriers also had locally advanced breast cancer (T3-T4) slightly more frequently than the control group (25 vs. 18&#x0025;; P=0.186). Domagala <italic>et al</italic> (<xref rid="b29-mco-0-0-1869" ref-type="bibr">29</xref>) reported a significant association between <italic>CHEK2</italic> mutations and molecular breast cancer subtype classification (P=0.004). Patients with mutations in the <italic>CHEK2</italic> gene primarily had luminal subtypes of breast cancer (108/117=92.3&#x0025;). The CHEK2-I157T variant was associated with the luminal A subtype (P=0.01), whereas <italic>CHEK2</italic>-truncating mutations were associated with the luminal B subtype (P=0.005).</p>
<p>In certain studies, there was an observed association between the <italic>NOD2</italic> 3020insC mutation and early breast cancer (OR=1.9; P=0.01) (<xref rid="b30-mco-0-0-1869" ref-type="bibr">30</xref>). Similarly, ductal invasive carcinoma breast cancer with an <italic>in-situ</italic> component was more frequently reported in mutation carriers (OR=2.2; P=0.006) (<xref rid="b30-mco-0-0-1869" ref-type="bibr">30</xref>). In the present group, all patients had early breast cancer. Ductal invasive carcinoma was also observed more frequently in <italic>NOD2</italic> mutation carriers (87 vs. 77&#x0025;; P=0.252) in comparison with the control group. Other clinicopathological factors were also analyzed. Janiszewska <italic>et al</italic> (<xref rid="b31-mco-0-0-1869" ref-type="bibr">31</xref>) did not report any <italic>NOD2</italic> mutations in patients diagnosed with breast cancer after the age of 50 years. There was no reported association between <italic>NOD2</italic> mutations and a strong family history of breast cancer. This mutation frequency (11.4&#x0025;) was two times higher in women from families with a single case of breast cancer. The association of <italic>NOD2</italic> mutations with other common types of cancer, including digestive tract cancer, was described. The median age at breast cancer diagnosis in the present group of patients was 47 years (range, 26&#x2013;68) for the carriers of the <italic>NOD2</italic> mutation and 53 years (range, 26&#x2013;78) for the control group. Differences were observed with respect to age between the two groups. The other factors associated with <italic>NOD2</italic> mutations in the present study were: HER2 negative tumors (HER2-) and lymph nodes without metastases (N-). The most common type of breast cancer in this group was the Luminal type A and the TNBC subtype.</p>
<p>In conclusion, the presence of mutations was associated with a younger age of disease diagnosis, independent of mutation type (<italic>BRCA1, CHEK2</italic> and <italic>NOD2</italic>). <italic>BRCA1</italic> mutation was associated with TNBC cancer and the Luminal B HER2-negative breast cancer subtype, <italic>CHEK2</italic> mutation with the Luminal A and Luminal B HER2-negative subtypes, and <italic>NOD2</italic> mutation with Luminal A breast cancer and the TNBC subtype. <italic>CHEK2</italic> and <italic>NOD2</italic> mutation carriers had favorable prognostic profiles, such as G1-G2, N (&#x2212;) and HER2-negative tumors.</p>
</sec>
</body>
<back>
<ack>
<title>Acknowledgements</title>
<p>Not applicable.</p>
</ack>
<sec>
<title>Funding</title>
<p>No funding was received.</p>
</sec>
<sec>
<title>Availability of data and materials</title>
<p>The datasets used and/or analyzed during this study are available from the corresponding author on reasonable request.</p>
</sec>
<sec>
<title>Authors&#x0027; contributions</title>
<p>JH is responsible for the study design, preparation of the manuscript and final approval of the version to be published. ZK conducted the statistical analysis, corrected the manuscript, provided intellectual content and gave final approval of the version to be published.</p>
</sec>
<sec>
<title>Ethics approval and consent to participate</title>
<p>Not applicable. The present study was retrospective.</p>
</sec>
<sec>
<title>Patient consent for publication</title>
<p>Not applicable.</p>
</sec>
<sec>
<title>Competing interests</title>
<p>The authors declare that they have no competing interests.</p>
</sec>
<ref-list>
<title>References</title>
<ref id="b1-mco-0-0-1869"><label>1</label><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Yersal</surname><given-names>O</given-names></name><name><surname>Barutca</surname><given-names>S</given-names></name></person-group><article-title>Biological subtypes of breast cancer: Prognostic and therapeutic implications</article-title><source>World J Clin Oncol</source><volume>10</volume><fpage>412</fpage><lpage>424</lpage><year>2014</year><pub-id pub-id-type="doi">10.5306/wjco.v5.i3.412</pub-id></element-citation></ref>
<ref id="b2-mco-0-0-1869"><label>2</label><element-citation publication-type="book"><person-group person-group-type="author"><name><surname>Brierley</surname><given-names>JD</given-names></name><name><surname>Gospodarowicz</surname><given-names>MK</given-names></name><name><surname>Wittekind</surname><given-names>C</given-names></name></person-group><article-title>TNM Classification of Malignant Tumours</article-title><edition>8th</edition><publisher-name>Oxford</publisher-name><publisher-loc>UK: Wiley Blackwell</publisher-loc><year>2017</year></element-citation></ref>
<ref id="b3-mco-0-0-1869"><label>3</label><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Senkus</surname><given-names>E</given-names></name><name><surname>Kyriakides</surname><given-names>S</given-names></name><name><surname>Ohno</surname><given-names>S</given-names></name><name><surname>Penault-Llorca</surname><given-names>F</given-names></name><name><surname>Poortmans</surname><given-names>P</given-names></name><name><surname>Rutgers</surname><given-names>E</given-names></name><name><surname>Zackrisson</surname><given-names>S</given-names></name><name><surname>Cardoso</surname><given-names>F</given-names></name><collab collab-type="corp-author">ESMO Guidelines Committee</collab></person-group><article-title>Primary breast cancer: ESMO clinical practice guidelines</article-title><source>Ann Oncol</source><volume>26</volume><supplement>(Suppl 5)</supplement><fpage>v8</fpage><lpage>v30</lpage><year>2015</year><pub-id pub-id-type="doi">10.1093/annonc/mdv298</pub-id><pub-id pub-id-type="pmid">26314782</pub-id></element-citation></ref>
<ref id="b4-mco-0-0-1869"><label>4</label><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Nadji</surname><given-names>M</given-names></name><name><surname>Gomez-Fernandez</surname><given-names>C</given-names></name><name><surname>Ganjei-Azar</surname><given-names>P</given-names></name><name><surname>Morales</surname><given-names>AR</given-names></name></person-group><article-title>Immuno-histochemistry of estrogen and progesterone receptors reconsidered: Experience with 5,993 breast cancers</article-title><source>Am J Clin Pathol</source><volume>123</volume><fpage>21</fpage><lpage>27</lpage><year>2005</year><pub-id pub-id-type="doi">10.1309/4WV79N2GHJ3X1841</pub-id><pub-id pub-id-type="pmid">15762276</pub-id></element-citation></ref>
<ref id="b5-mco-0-0-1869"><label>5</label><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Ragab</surname><given-names>HM</given-names></name><name><surname>Samy</surname><given-names>N</given-names></name><name><surname>Afify</surname><given-names>M</given-names></name><name><surname>Maksoud</surname><given-names>NA</given-names></name><name><surname>Shaaban</surname><given-names>HM</given-names></name></person-group><article-title>Assessment of Ki-67 as a potential biomarker in patients with breast cancer</article-title><source>J Genet Engineering and Biotechnol</source><volume>16</volume><fpage>479</fpage><lpage>484</lpage><year>2018</year><pub-id pub-id-type="doi">10.1016/j.jgeb.2018.03.002</pub-id></element-citation></ref>
<ref id="b6-mco-0-0-1869"><label>6</label><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Gnant</surname><given-names>M</given-names></name><name><surname>Thomssen</surname><given-names>C</given-names></name><name><surname>Harbeck</surname><given-names>N</given-names></name></person-group><article-title>St. Gallen/Vienna 2015: A Brief summary of the consensus discussion</article-title><source>Breast Care (Basel)</source><volume>10</volume><fpage>124</fpage><lpage>130</lpage><year>2015</year><pub-id pub-id-type="doi">10.1159/000430488</pub-id><pub-id pub-id-type="pmid">26195941</pub-id></element-citation></ref>
<ref id="b7-mco-0-0-1869"><label>7</label><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Carey</surname><given-names>LA</given-names></name><name><surname>Perou</surname><given-names>CM</given-names></name><name><surname>Livasy</surname><given-names>CA</given-names></name><name><surname>Dressler</surname><given-names>LG</given-names></name><name><surname>Cowan</surname><given-names>D</given-names></name><name><surname>Conway</surname><given-names>K</given-names></name><name><surname>Karaca</surname><given-names>G</given-names></name><name><surname>Troester</surname><given-names>MA</given-names></name><name><surname>Tse</surname><given-names>CK</given-names></name><name><surname>Edmiston</surname><given-names>S</given-names></name><etal/></person-group><article-title>Race, breast cancer subtypes, and survival in the Carolina breast cancer study</article-title><source>JAMA</source><volume>295</volume><fpage>2492</fpage><lpage>24502</lpage><year>2006</year><pub-id pub-id-type="doi">10.1001/jama.295.21.2492</pub-id><pub-id pub-id-type="pmid">16757721</pub-id></element-citation></ref>
<ref id="b8-mco-0-0-1869"><label>8</label><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Creighton</surname><given-names>CJ</given-names></name></person-group><article-title>The molecular profile of luminal B breast cancer</article-title><source>Biologics</source><volume>6</volume><fpage>289</fpage><lpage>297</lpage><year>2012</year><pub-id pub-id-type="pmid">22956860</pub-id></element-citation></ref>
<ref id="b9-mco-0-0-1869"><label>9</label><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Hubalek</surname><given-names>M</given-names></name><name><surname>Czech</surname><given-names>T</given-names></name><name><surname>M&#x00FC;ller</surname><given-names>H</given-names></name></person-group><article-title>Biological subtypes of triple-negative breast cancer</article-title><source>Breast Care (Basel)</source><volume>12</volume><fpage>8</fpage><lpage>14</lpage><year>2017</year><pub-id pub-id-type="doi">10.1159/000455820</pub-id><pub-id pub-id-type="pmid">28611535</pub-id></element-citation></ref>
<ref id="b10-mco-0-0-1869"><label>10</label><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Godet</surname><given-names>I</given-names></name><name><surname>Gilkes</surname><given-names>DM</given-names></name></person-group><article-title>BRCA1 and BRCA2 mutations and treatment strategies for breast cancer</article-title><source>Integr Cancer Sci Ther</source><volume>4</volume><year>2017</year><pub-id pub-id-type="pmid">28706734</pub-id></element-citation></ref>
<ref id="b11-mco-0-0-1869"><label>11</label><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Apostolou</surname><given-names>P</given-names></name><name><surname>Papasotiriou</surname><given-names>I</given-names></name></person-group><article-title>Current perspectives on CHEK2 mutations in breast cancer</article-title><source>Breast Cancer (Dove Med Press)</source><volume>9</volume><fpage>331</fpage><lpage>335</lpage><year>2017</year><pub-id pub-id-type="pmid">28553140</pub-id></element-citation></ref>
<ref id="b12-mco-0-0-1869"><label>12</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>3570</fpage><lpage>3580</lpage><year>2014</year><pub-id pub-id-type="doi">10.1158/1078-0432.CCR-13-2943</pub-id></element-citation></ref>
<ref id="b13-mco-0-0-1869"><label>13</label><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Southey</surname><given-names>MC</given-names></name><name><surname>Winship</surname><given-names>I</given-names></name><name><surname>Nguyen-Dumont</surname><given-names>T</given-names></name></person-group><article-title>PALB2: Research reaching to clinical outcomes for women with breast cancer</article-title><source>Hered Cancer Clin Pract</source><volume>14</volume><fpage>9</fpage><year>2016</year><pub-id pub-id-type="doi">10.1186/s13053-016-0049-2</pub-id><pub-id pub-id-type="pmid">27099641</pub-id></element-citation></ref>
<ref id="b14-mco-0-0-1869"><label>14</label><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Huszno</surname><given-names>J</given-names></name><name><surname>No&#x017C;y&#x0144;ska</surname><given-names>EZ</given-names></name><name><surname>Lange</surname><given-names>D</given-names></name><name><surname>Ko&#x0142;osza</surname><given-names>Z</given-names></name><name><surname>Nowara</surname><given-names>E</given-names></name></person-group><article-title>The association of tumor lymphocyte infiltration with clinicopathological factors and survival in breast cancer</article-title><source>Pol J Pathol</source><volume>68</volume><fpage>26</fpage><lpage>32</lpage><year>2017</year><pub-id pub-id-type="doi">10.5114/pjp.2017.67612</pub-id><pub-id pub-id-type="pmid">28547977</pub-id></element-citation></ref>
<ref id="b15-mco-0-0-1869"><label>15</label><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Montagna</surname><given-names>E</given-names></name><name><surname>Vingiani</surname><given-names>A</given-names></name><name><surname>Maisonneuve</surname><given-names>P</given-names></name><name><surname>Cancello</surname><given-names>G</given-names></name><name><surname>Contaldo</surname><given-names>F</given-names></name><name><surname>Pruneri</surname><given-names>G</given-names></name><name><surname>Colleoni</surname><given-names>M</given-names></name></person-group><article-title>Unfavorable prognostic role of tumor-infiltrating lymphocytes in hormone-receptor positive, HER2 negative metastatic breast cancer treated with metronomic chemotherapy</article-title><source>Breast</source><volume>34</volume><fpage>83</fpage><lpage>88</lpage><year>2017</year><pub-id pub-id-type="doi">10.1016/j.breast.2017.05.009</pub-id><pub-id pub-id-type="pmid">28544923</pub-id></element-citation></ref>
<ref id="b16-mco-0-0-1869"><label>16</label><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Huszno</surname><given-names>J</given-names></name><name><surname>Ko&#x0142;osza</surname><given-names>Z</given-names></name><name><surname>Grzybowska</surname><given-names>E</given-names></name></person-group><article-title>BRCA1 mutation in breast cancer patients: Analysis of prognostic factors and survival</article-title><source>Oncol Lett</source><volume>17</volume><fpage>1986</fpage><lpage>1995</lpage><year>2019</year><pub-id pub-id-type="pmid">30675265</pub-id></element-citation></ref>
<ref id="b17-mco-0-0-1869"><label>17</label><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Huszno</surname><given-names>J</given-names></name><name><surname>Budryk</surname><given-names>M</given-names></name><name><surname>Ko&#x0142;osza</surname><given-names>Z</given-names></name><name><surname>T&#x0119;cza</surname><given-names>K</given-names></name><name><surname>Pamu&#x0142;a Pi&#x0142;at</surname><given-names>J</given-names></name><name><surname>Nowara</surname><given-names>E</given-names></name><name><surname>Grzybowska</surname><given-names>E</given-names></name></person-group><article-title>A comparison between CHEK2&#x002A;1100delC/I157T mutation carrier and noncarrier breast cancer patients: A clinicopathological analysis</article-title><source>Oncology</source><volume>90</volume><fpage>193</fpage><lpage>198</lpage><year>2016</year><pub-id pub-id-type="doi">10.1159/000444326</pub-id><pub-id pub-id-type="pmid">26991782</pub-id></element-citation></ref>
<ref id="b18-mco-0-0-1869"><label>18</label><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Huszno</surname><given-names>J</given-names></name><name><surname>Ko&#x0142;osza</surname><given-names>K</given-names></name><name><surname>T&#x0119;cza</surname><given-names>T</given-names></name><name><surname>Pamu&#x0142;a-Pi&#x0142;at</surname><given-names>J</given-names></name><name><surname>Mazur</surname><given-names>M</given-names></name><name><surname>Grzybowska</surname><given-names>E</given-names></name></person-group><article-title>Comparison between <italic>NOD2</italic> gene mutation carriers (3020insC) and non-carriers in breast cancer patients: A clinicopathological and survival analysis</article-title><source>AMS Civilization Dis</source><volume>3</volume><fpage>10e</fpage><lpage>15e</lpage><year>2018</year><pub-id pub-id-type="doi">10.5114/amscd.2018.73276</pub-id></element-citation></ref>
<ref id="b19-mco-0-0-1869"><label>19</label><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Triantafyllidou</surname><given-names>O</given-names></name><name><surname>Vlachos</surname><given-names>IS</given-names></name><name><surname>Apostolou</surname><given-names>P</given-names></name><name><surname>Konstantopoulou</surname><given-names>I</given-names></name><name><surname>Grivas</surname><given-names>A</given-names></name><name><surname>Panopoulos</surname><given-names>C</given-names></name><name><surname>Dimitrakakis</surname><given-names>C</given-names></name><name><surname>Kassanos</surname><given-names>D</given-names></name><name><surname>Loghis</surname><given-names>C</given-names></name><name><surname>Bramis</surname><given-names>I</given-names></name><etal/></person-group><article-title>Epidemiological and clinicopathological characteristics of BRCA-positive and <italic>BRCA</italic>-negative breast cancer patients in Greece</article-title><source>J BUON</source><volume>20</volume><fpage>978</fpage><lpage>984</lpage><year>2015</year><pub-id pub-id-type="pmid">26416046</pub-id></element-citation></ref>
<ref id="b20-mco-0-0-1869"><label>20</label><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Kutomi</surname><given-names>G</given-names></name><name><surname>Ohmura</surname><given-names>T</given-names></name><name><surname>Suzuki</surname><given-names>Y</given-names></name><name><surname>Kameshima</surname><given-names>H</given-names></name><name><surname>Shima</surname><given-names>H</given-names></name><name><surname>Takamaru</surname><given-names>T</given-names></name><name><surname>Satomi</surname><given-names>F</given-names></name><name><surname>Otokozawa</surname><given-names>S</given-names></name><name><surname>Mori</surname><given-names>M</given-names></name><name><surname>Hirata</surname><given-names>K</given-names></name></person-group><article-title>Clinicopathological characteristics of basal type breast cancer in triple-negative breast cancer</article-title><source>J Cancer Therapy</source><volume>3</volume><fpage>836</fpage><lpage>840</lpage><year>2012</year><pub-id pub-id-type="doi">10.4236/jct.2012.325106</pub-id></element-citation></ref>
<ref id="b21-mco-0-0-1869"><label>21</label><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Evans</surname><given-names>DG</given-names></name><name><surname>Lalloo</surname><given-names>F</given-names></name><name><surname>Howell</surname><given-names>S</given-names></name><name><surname>Verhoef</surname><given-names>S</given-names></name><name><surname>Woodward</surname><given-names>ER</given-names></name><name><surname>Howell</surname><given-names>A</given-names></name></person-group><article-title>Low prevalence of HER2 positivity amongst BRCA1 and BRCA2 mutation carriers and in primary BRCA screens</article-title><source>Breast Cancer Res Treat</source><volume>155</volume><fpage>597</fpage><lpage>601</lpage><year>2016</year><pub-id pub-id-type="doi">10.1007/s10549-016-3697-z</pub-id><pub-id pub-id-type="pmid">26888723</pub-id></element-citation></ref>
<ref id="b22-mco-0-0-1869"><label>22</label><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Peshkin</surname><given-names>BN</given-names></name><name><surname>Alabek</surname><given-names>ML</given-names></name><name><surname>Isaacs</surname><given-names>C</given-names></name></person-group><article-title>BRCA1/2 mutations and triple negative breast cancers</article-title><source>Breast Dis</source><volume>32</volume><fpage>25</fpage><lpage>33</lpage><year>2010</year><pub-id pub-id-type="doi">10.3233/BD-2010-0306</pub-id><pub-id pub-id-type="pmid">21778580</pub-id></element-citation></ref>
<ref id="b23-mco-0-0-1869"><label>23</label><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Huszno</surname><given-names>J</given-names></name><name><surname>Budryk</surname><given-names>M</given-names></name><name><surname>Ko&#x0142;osza</surname><given-names>Z</given-names></name><name><surname>Nowara</surname><given-names>E</given-names></name></person-group><article-title>The influence of BRCA1/BRCA2 mutations on toxicity related to chemotherapy and radiotherapy in early breast cancer patients</article-title><source>Oncology</source><volume>85</volume><fpage>278</fpage><lpage>82</lpage><year>2013</year><pub-id pub-id-type="doi">10.1159/000354834</pub-id><pub-id pub-id-type="pmid">24217135</pub-id></element-citation></ref>
<ref id="b24-mco-0-0-1869"><label>24</label><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Kirova</surname><given-names>YM</given-names></name><name><surname>Savignoni</surname><given-names>A</given-names></name><name><surname>Sigal-Zafrani</surname><given-names>B</given-names></name><name><surname>de La Rochefordiere</surname><given-names>A</given-names></name><name><surname>Salmon</surname><given-names>RJ</given-names></name><name><surname>This</surname><given-names>P</given-names></name><name><surname>Asselain</surname><given-names>B</given-names></name><name><surname>Stoppa-Lyonnet</surname><given-names>D</given-names></name><name><surname>Fourquet</surname><given-names>A</given-names></name></person-group><article-title>Is the breast conserving treatment with radiotherapy appropriate in BRCA1/2 mutation carries? Long-term results and review of the literature</article-title><source>Breast Cancer Res Treat</source><volume>120</volume><fpage>119</fpage><lpage>126</lpage><year>2010</year><pub-id pub-id-type="doi">10.1007/s10549-009-0685-6</pub-id><pub-id pub-id-type="pmid">20033769</pub-id></element-citation></ref>
<ref id="b25-mco-0-0-1869"><label>25</label><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>de Bock</surname><given-names>GH</given-names></name><name><surname>Mourits</surname><given-names>MJ</given-names></name><name><surname>Schutte</surname><given-names>M</given-names></name><name><surname>Krol-Warmerdam</surname><given-names>EM</given-names></name><name><surname>Seynaeve</surname><given-names>C</given-names></name><name><surname>Blom</surname><given-names>J</given-names></name><name><surname>Brekelmans</surname><given-names>CT</given-names></name><name><surname>Meijers-Heijboer</surname><given-names>H</given-names></name><name><surname>van Asperen</surname><given-names>CJ</given-names></name><name><surname>Cornelisse</surname><given-names>CJ</given-names></name><etal/></person-group><article-title>Association between the CHEK2&#x002A;1100delC germ line mutation and estrogen receptor status</article-title><source>Int J Gynecol Cancer</source><volume>16</volume><fpage>552</fpage><lpage>555</lpage><year>2006</year><pub-id pub-id-type="doi">10.1111/j.1525-1438.2006.00694.x</pub-id><pub-id pub-id-type="pmid">17010071</pub-id></element-citation></ref>
<ref id="b26-mco-0-0-1869"><label>26</label><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Cybulski</surname><given-names>C</given-names></name><name><surname>Huzarski</surname><given-names>T</given-names></name><name><surname>Byrski</surname><given-names>T</given-names></name><name><surname>Gronwald</surname><given-names>J</given-names></name><name><surname>Debniak</surname><given-names>T</given-names></name><name><surname>Jakubowska</surname><given-names>A</given-names></name><name><surname>Gorski</surname><given-names>B</given-names></name><name><surname>Wokolorczyk</surname><given-names>D</given-names></name><name><surname>Masojc</surname><given-names>B</given-names></name><name><surname>Narod</surname><given-names>SA</given-names></name><name><surname>Lubi&#x0144;ski</surname><given-names>J</given-names></name></person-group><article-title>Estrogen receptor status in CHEK2-positive breast cancers: Implications for chemoprevention</article-title><source>Clin Genet</source><volume>75</volume><fpage>72</fpage><lpage>78</lpage><year>2009</year><pub-id pub-id-type="doi">10.1111/j.1399-0004.2008.01111.x</pub-id><pub-id pub-id-type="pmid">19021634</pub-id></element-citation></ref>
<ref id="b27-mco-0-0-1869"><label>27</label><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Kilpivaara</surname><given-names>O</given-names></name><name><surname>Bartkova</surname><given-names>J</given-names></name><name><surname>Eerola</surname><given-names>H</given-names></name><name><surname>Syrj&#x00E4;koski</surname><given-names>K</given-names></name><name><surname>Vahteristo</surname><given-names>P</given-names></name><name><surname>Lukas</surname><given-names>J</given-names></name><name><surname>Blomqvist</surname><given-names>C</given-names></name><name><surname>Holli</surname><given-names>K</given-names></name><name><surname>Heikkil&#x00E4;</surname><given-names>P</given-names></name><name><surname>Sauter</surname><given-names>G</given-names></name><etal/></person-group><article-title>Correlation of CHEK2 protein expression and c.1100delC mutation status with tumor characteristics among unselected breast cancer patients</article-title><source>Int J Cancer</source><volume>113</volume><fpage>575</fpage><lpage>580</lpage><year>2005</year><pub-id pub-id-type="doi">10.1002/ijc.20638</pub-id><pub-id pub-id-type="pmid">15472904</pub-id></element-citation></ref>
<ref id="b28-mco-0-0-1869"><label>28</label><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Broeks</surname><given-names>A</given-names></name><name><surname>Braaf</surname><given-names>LM</given-names></name><name><surname>Huseinovic</surname><given-names>A</given-names></name><name><surname>Nooijen</surname><given-names>A</given-names></name><name><surname>Urbanus</surname><given-names>J</given-names></name><name><surname>Hogervorst</surname><given-names>FB</given-names></name><name><surname>Schmidt</surname><given-names>MK</given-names></name><name><surname>Klijn</surname><given-names>JG</given-names></name><name><surname>Russell</surname><given-names>NS</given-names></name><name><surname>Van Leeuwen</surname><given-names>FE</given-names></name><name><surname>Van&#x0027;t Veer</surname><given-names>LJ</given-names></name></person-group><article-title>Identification of women with an increased risk of developing radiation-induced breast cancer: A case only study</article-title><source>Breast Cancer Res</source><volume>9</volume><fpage>R26</fpage><year>2007</year><pub-id pub-id-type="doi">10.1186/bcr1668</pub-id><pub-id pub-id-type="pmid">17428320</pub-id></element-citation></ref>
<ref id="b29-mco-0-0-1869"><label>29</label><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Domagala</surname><given-names>D</given-names></name><name><surname>Wokolorczyk</surname><given-names>D</given-names></name><name><surname>Cybulski</surname><given-names>C</given-names></name><name><surname>Huzarski</surname><given-names>T</given-names></name><name><surname>Lubinski</surname><given-names>J</given-names></name><name><surname>Domagala</surname><given-names>W</given-names></name></person-group><article-title>Different CHEK2 germline mutation are associated with distinct immunophenotyping molecular subtypes of breast cancer</article-title><source>Breast Cancer Res Treat</source><volume>132</volume><fpage>937</fpage><lpage>945</lpage><year>2011</year><pub-id pub-id-type="doi">10.1007/s10549-011-1635-7</pub-id><pub-id pub-id-type="pmid">21701879</pub-id></element-citation></ref>
<ref id="b30-mco-0-0-1869"><label>30</label><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Huzarski</surname><given-names>T</given-names></name><name><surname>Lener</surname><given-names>M</given-names></name><name><surname>Domagala</surname><given-names>W</given-names></name><name><surname>Gronwald</surname><given-names>J</given-names></name><name><surname>Byrski</surname><given-names>T</given-names></name><name><surname>Kurzawski</surname><given-names>G</given-names></name><name><surname>Suchy</surname><given-names>J</given-names></name><name><surname>Chosia</surname><given-names>M</given-names></name><name><surname>Woyton</surname><given-names>J</given-names></name><name><surname>Ucinski</surname><given-names>M</given-names></name><etal/></person-group><article-title>The 3020insC allele of NOD2 predisposes to early-onset breast cancer</article-title><source>Breast Cancer Res Treat</source><volume>89</volume><fpage>91</fpage><lpage>93</lpage><year>2005</year><pub-id pub-id-type="doi">10.1007/s10549-004-1250-y</pub-id><pub-id pub-id-type="pmid">15666202</pub-id></element-citation></ref>
<ref id="b31-mco-0-0-1869"><label>31</label><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Janiszewska</surname><given-names>H</given-names></name><name><surname>Haus</surname><given-names>O</given-names></name><name><surname>Lauda-Swieciak</surname><given-names>A</given-names></name><name><surname>Bak</surname><given-names>A</given-names></name><name><surname>Mierzwa</surname><given-names>T</given-names></name><name><surname>Sir</surname><given-names>J</given-names></name><name><surname>Laskowski</surname><given-names>R</given-names></name></person-group><article-title>The NOD2 3020insC mutation in women with breast cancer from the Bydgoszcz region in Poland. First results</article-title><source>Hered Cancer Clin Pract</source><volume>4</volume><fpage>15</fpage><lpage>19</lpage><year>2006</year><pub-id pub-id-type="doi">10.1186/1897-4287-4-1-15</pub-id><pub-id pub-id-type="pmid">20222998</pub-id></element-citation></ref>
</ref-list>
</back>
<floats-group>
<fig id="f1-mco-0-0-1869" position="float">
<label>Figure 1.</label>
<caption><p>Correlation between molecular factors and HER2 overexpression. HER2, human epidermal growth factor receptor 2; <italic>BRCA1</italic>, BRCA1 DNA repair associated; <italic>CHEK2</italic>, checkpoint kinase 2; <italic>NOD2</italic>, nucleotide binding oligomerization domain containing 2.</p></caption>
<graphic xlink:href="mco-11-02-0192-g00.tif"/>
</fig>
<fig id="f2-mco-0-0-1869" position="float">
<label>Figure 2.</label>
<caption><p>Correlation between molecular factors and tumor grade. <italic>BRCA1</italic>, BRCA1 DNA repair associated; <italic>CHEK2</italic>, checkpoint kinase 2; <italic>NOD2</italic>, nucleotide binding oligomerization domain containing 2.</p></caption>
<graphic xlink:href="mco-11-02-0192-g01.tif"/>
</fig>
<fig id="f3-mco-0-0-1869" position="float">
<label>Figure 3.</label>
<caption><p>Correlation between molecular factors and ER status. ER, estrogen receptor; <italic>BRCA1</italic>, BRCA1 DNA repair associated; <italic>CHEK2</italic>, checkpoint kinase 2; <italic>NOD2</italic>, nucleotide binding oligomerization domain containing 2.</p></caption>
<graphic xlink:href="mco-11-02-0192-g02.tif"/>
</fig>
<fig id="f4-mco-0-0-1869" position="float">
<label>Figure 4.</label>
<caption><p>Correlation between molecular factors and PR status. PR, progesterone receptor; <italic>BRCA1</italic>, BRCA1 DNA repair associated; <italic>CHEK2</italic>, checkpoint kinase 2; <italic>NOD2</italic>, nucleotide binding oligomerization domain containing 2.</p></caption>
<graphic xlink:href="mco-11-02-0192-g03.tif"/>
</fig>
<fig id="f5-mco-0-0-1869" position="float">
<label>Figure 5.</label>
<caption><p>Correlation between molecular factors and node status. <italic>BRCA1</italic>, BRCA1 DNA repair associated; <italic>CHEK2</italic>, checkpoint kinase 2; <italic>NOD2</italic>, nucleotide binding oligomerization domain containing 2.</p></caption>
<graphic xlink:href="mco-11-02-0192-g04.tif"/>
</fig>
<fig id="f6-mco-0-0-1869" position="float">
<label>Figure 6.</label>
<caption><p>Correlation between molecular factors and tumor size. <italic>BRCA1</italic>, BRCA1 DNA repair associated; <italic>CHEK2</italic>, checkpoint kinase 2; <italic>NOD2</italic>, nucleotide binding oligomerization domain containing 2.</p></caption>
<graphic xlink:href="mco-11-02-0192-g05.tif"/>
</fig>
<fig id="f7-mco-0-0-1869" position="float">
<label>Figure 7.</label>
<caption><p>Correlation between molecular factors and molecular breast cancer type. <italic>BRCA1</italic>, BRCA1 DNA repair associated; <italic>CHEK2</italic>, checkpoint kinase 2; <italic>NOD2</italic>, nucleotide binding oligomerization domain containing 2.</p></caption>
<graphic xlink:href="mco-11-02-0192-g06.tif"/>
</fig>
<table-wrap id="tI-mco-0-0-1869" position="float">
<label>Table I.</label>
<caption><p>Clinicopathological characteristics of the patient according to mutation.</p></caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="bottom">Clincopathological criteria</th>
<th align="center" valign="bottom"><italic>BRCA1</italic>, n=73</th>
<th align="center" valign="bottom">P-value (<italic>BRCA1</italic> vs. Control group)</th>
<th align="center" valign="bottom"><italic>CHEK2</italic>, n=52</th>
<th align="center" valign="bottom">P-value (<italic>CHEK2</italic> vs. Control group)</th>
<th align="center" valign="bottom"><italic>NOD2</italic>, n=31</th>
<th align="center" valign="bottom">P-value (<italic>NOD2</italic> vs. Control group)</th>
<th align="center" valign="bottom">Control group, n=392</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="top">Age (median 52 years)</td>
<td align="center" valign="top">43 (24&#x2013;74)</td>
<td align="center" valign="top">0.0001</td>
<td align="center" valign="top">50 (26&#x2013;71)</td>
<td align="center" valign="top">0.081</td>
<td align="center" valign="top">47 (27&#x2013;68)</td>
<td align="center" valign="top">0.005</td>
<td align="center" valign="top">53 (26&#x2013;78)</td>
</tr>
<tr>
<td align="left" valign="top">Menopausal status</td>
<td/>
<td align="center" valign="top">0.0005</td>
<td/>
<td align="center" valign="top">0.656</td>
<td/>
<td align="center" valign="top">0.853</td>
<td/>
</tr>
<tr>
<td align="left" valign="top">&#x00A0;&#x00A0;Postmenopausal</td>
<td align="center" valign="top">21 (29&#x0025;)</td>
<td/>
<td align="center" valign="top">24 (47&#x0025;)</td>
<td/>
<td align="center" valign="top">15 (48&#x0025;)</td>
<td/>
<td align="center" valign="top">200 (51&#x0025;)</td>
</tr>
<tr>
<td align="left" valign="top">&#x00A0;&#x00A0;Premenopausal</td>
<td align="center" valign="top">52 (71&#x0025;)</td>
<td/>
<td align="center" valign="top">27 (53&#x0025;)</td>
<td/>
<td align="center" valign="top">16 (52&#x0025;)</td>
<td/>
<td align="center" valign="top">192 (49&#x0025;)</td>
</tr>
<tr>
<td align="left" valign="top">Cardiovascular diseases</td>
<td/>
<td align="center" valign="top">1.00</td>
<td/>
<td align="center" valign="top">0.513</td>
<td/>
<td align="center" valign="top">0.681</td>
<td/>
</tr>
<tr>
<td align="left" valign="top">&#x00A0;&#x00A0;Yes</td>
<td align="center" valign="top">4 (5&#x0025;)</td>
<td/>
<td align="center" valign="top">4 (8&#x0025;)</td>
<td/>
<td align="center" valign="top">2 (6&#x0025;)</td>
<td/>
<td align="center" valign="top">21 (5&#x0025;)</td>
</tr>
<tr>
<td align="left" valign="top">&#x00A0;&#x00A0;No</td>
<td align="center" valign="top">69 (95&#x0025;)</td>
<td/>
<td align="center" valign="top">47 (92&#x0025;)</td>
<td/>
<td align="center" valign="top">29 (94&#x0025;)</td>
<td/>
<td align="center" valign="top">371 (95&#x0025;)</td>
</tr>
<tr>
<td align="left" valign="top">Infectious diseases</td>
<td/>
<td align="center" valign="top">1.00</td>
<td/>
<td align="center" valign="top">0.412</td>
<td/>
<td align="center" valign="top">0.302</td>
<td/>
</tr>
<tr>
<td align="left" valign="top">&#x00A0;&#x00A0;Yes</td>
<td align="center" valign="top">2 (3&#x0025;)</td>
<td/>
<td align="center" valign="top">3 (6&#x0025;)</td>
<td/>
<td align="center" valign="top">2 (6&#x0025;)</td>
<td/>
<td align="center" valign="top">13 (3&#x0025;)</td>
</tr>
<tr>
<td align="left" valign="top">&#x00A0;&#x00A0;No</td>
<td align="center" valign="top">71 (97&#x0025;)</td>
<td/>
<td align="center" valign="top">48 (94&#x0025;)</td>
<td/>
<td align="center" valign="top">29 (94&#x0025;)</td>
<td/>
<td align="center" valign="top">379 (97&#x0025;)</td>
</tr>
<tr>
<td align="left" valign="top">Diabetes</td>
<td/>
<td align="center" valign="top">0.661</td>
<td/>
<td align="center" valign="top">0.605</td>
<td/>
<td align="center" valign="top">0.499</td>
<td/>
</tr>
<tr>
<td align="left" valign="top">&#x00A0;&#x00A0;Yes</td>
<td align="center" valign="top">2 (3&#x0025;)</td>
<td/>
<td align="center" valign="top">0 (0&#x0025;)</td>
<td/>
<td align="center" valign="top">1 (3&#x0025;)</td>
<td/>
<td align="center" valign="top">8 (2&#x0025;)</td>
</tr>
<tr>
<td align="left" valign="top">&#x00A0;&#x00A0;No</td>
<td align="center" valign="top">71 (97&#x0025;)</td>
<td/>
<td align="center" valign="top">51 (100&#x0025;)</td>
<td/>
<td align="center" valign="top">30 (97&#x0025;)</td>
<td/>
<td align="center" valign="top">384 (98&#x0025;)</td>
</tr>
<tr>
<td align="left" valign="top">Hypertension</td>
<td/>
<td align="center" valign="top">0.159</td>
<td/>
<td align="center" valign="top">0.116</td>
<td/>
<td align="center" valign="top">0.620</td>
<td/>
</tr>
<tr>
<td align="left" valign="top">&#x00A0;&#x00A0;Yes</td>
<td align="center" valign="top">7 (10&#x0025;)</td>
<td/>
<td align="center" valign="top">13 (25&#x0025;)</td>
<td/>
<td align="center" valign="top">6 (19&#x0025;)</td>
<td/>
<td align="center" valign="top">64 (16&#x0025;)</td>
</tr>
<tr>
<td align="left" valign="top">&#x00A0;&#x00A0;No</td>
<td align="center" valign="top">66 (90&#x0025;)</td>
<td/>
<td align="center" valign="top">38 (75&#x0025;)</td>
<td/>
<td align="center" valign="top">25 (81&#x0025;)</td>
<td/>
<td align="center" valign="top">328 (84&#x0025;)</td>
</tr>
<tr>
<td align="left" valign="top">History of cancer in family</td>
<td/>
<td/>
<td/>
<td/>
<td/>
<td/>
<td/>
</tr>
<tr>
<td align="left" valign="top">&#x00A0;&#x00A0;Cancer</td>
<td align="center" valign="top">31 (42&#x0025;)</td>
<td align="center" valign="top">0.065</td>
<td align="center" valign="top">31 (61&#x0025;)</td>
<td align="center" valign="top">0.0001</td>
<td align="center" valign="top">18 (58&#x0025;)</td>
<td align="center" valign="top">0.005</td>
<td align="center" valign="top">123 (31&#x0025;)</td>
</tr>
<tr>
<td align="left" valign="top">&#x00A0;&#x00A0;Breast cancer</td>
<td align="center" valign="top">18 (25&#x0025;)</td>
<td align="center" valign="top">0.0009</td>
<td align="center" valign="top">14 (27&#x0025;)</td>
<td align="center" valign="top">0.001</td>
<td align="center" valign="top">11 (35&#x0025;)</td>
<td align="center" valign="top">0.0003</td>
<td align="center" valign="top">39 (10&#x0025;)</td>
</tr>
<tr>
<td align="left" valign="top">&#x00A0;&#x00A0;Colorectal cancer</td>
<td align="center" valign="top">1 (1&#x0025;)</td>
<td align="center" valign="top">0.336</td>
<td align="center" valign="top">7 (14&#x0025;)</td>
<td align="center" valign="top">0.017</td>
<td align="center" valign="top">3 (10&#x0025;)</td>
<td align="center" valign="top">0.193</td>
<td align="center" valign="top">18 (5&#x0025;)</td>
</tr>
<tr>
<td align="left" valign="top">&#x00A0;&#x00A0;Gastric cancer</td>
<td align="center" valign="top">3 (4&#x0025;)</td>
<td align="center" valign="top">0.726</td>
<td align="center" valign="top">5 (10&#x0025;)</td>
<td align="center" valign="top">0.044</td>
<td align="center" valign="top">2 (6&#x0025;)</td>
<td align="center" valign="top">0.302</td>
<td align="center" valign="top">13 (3&#x0025;)</td>
</tr>
<tr>
<td align="left" valign="top">&#x00A0;&#x00A0;Lung cancer</td>
<td align="center" valign="top">5 (7&#x0025;)</td>
<td align="center" valign="top">0.579</td>
<td align="center" valign="top">4 (8&#x0025;)</td>
<td align="center" valign="top">0.505</td>
<td align="center" valign="top">1 (3&#x0025;)</td>
<td align="center" valign="top">1.00</td>
<td align="center" valign="top">20 (5&#x0025;)</td>
</tr>
<tr>
<td align="left" valign="top">&#x00A0;&#x00A0;Larynx cancer</td>
<td align="center" valign="top">1 (1&#x0025;)</td>
<td align="center" valign="top">1.00</td>
<td align="center" valign="top">3 (6&#x0025;)</td>
<td align="center" valign="top">0.096</td>
<td align="center" valign="top">0 (0&#x0025;)</td>
<td align="center" valign="top">1.00</td>
<td align="center" valign="top">7 (2&#x0025;)</td>
</tr>
<tr>
<td align="left" valign="top">&#x00A0;&#x00A0;CNS</td>
<td align="center" valign="top">1 (1&#x0025;)</td>
<td align="center" valign="top">1.00</td>
<td align="center" valign="top">4 (8&#x0025;)</td>
<td align="center" valign="top">0.013</td>
<td align="center" valign="top">0 (0&#x0025;)</td>
<td align="center" valign="top">1.00</td>
<td align="center" valign="top">5 (1&#x0025;)</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn id="tfn1-mco-0-0-1869"><p><italic>BRCA1</italic>, BRCA1 DNA repair associated; <italic>CHEK2</italic>, checkpoint kinase 2; <italic>NOD2</italic>, nucleotide binding oligomerization domain containing 2; CNS, central nervous system.</p></fn>
</table-wrap-foot>
</table-wrap>
<table-wrap id="tII-mco-0-0-1869" position="float">
<label>Table II.</label>
<caption><p>Pathological characteristics of the patients.</p></caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="bottom">Pathological features</th>
<th align="center" valign="bottom"><italic>BRCA1</italic>, n=73 (&#x0025;)</th>
<th align="center" valign="bottom">P-value (<italic>BRCA1</italic> vs. Control group)</th>
<th align="center" valign="bottom"><italic>CHEK2</italic>, n=51 (&#x0025;)</th>
<th align="center" valign="bottom">P-value <italic>CHEK2</italic> vs. Control group)</th>
<th align="center" valign="bottom"><italic>NOD2</italic>, n=31 (&#x0025;)</th>
<th align="center" valign="bottom">P-value <italic>NOD2</italic> vs. Control group)</th>
<th align="center" valign="bottom">Control group, n=392 (&#x0025;)</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="top">HER2 overexpression</td>
<td/>
<td align="center" valign="top">0.0001</td>
<td/>
<td align="center" valign="top">0.0001</td>
<td/>
<td align="center" valign="top">0.0001</td>
<td/>
</tr>
<tr>
<td align="left" valign="top">&#x00A0;&#x00A0;Positive</td>
<td align="center" valign="top">5 (7)</td>
<td/>
<td align="center" valign="top">9 (18)</td>
<td/>
<td align="center" valign="top">3 (10)</td>
<td/>
<td align="center" valign="top">199 (51)</td>
</tr>
<tr>
<td align="left" valign="top">&#x00A0;&#x00A0;Negative</td>
<td align="center" valign="top">68 (93)</td>
<td/>
<td align="center" valign="top">42 (82)</td>
<td/>
<td align="center" valign="top">28 (90)</td>
<td/>
<td align="center" valign="top">193 (49)</td>
</tr>
<tr>
<td align="left" valign="top">Tumor grade</td>
<td/>
<td align="center" valign="top">0.0001</td>
<td/>
<td align="center" valign="top">0.003</td>
<td/>
<td align="center" valign="top">0.687</td>
<td/>
</tr>
<tr>
<td align="left" valign="top">&#x00A0;&#x00A0;G1-G2</td>
<td align="center" valign="top">33 (45)</td>
<td/>
<td align="center" valign="top">45 (88)</td>
<td/>
<td align="center" valign="top">23 (74)</td>
<td/>
<td align="center" valign="top">269 (69)</td>
</tr>
<tr>
<td align="left" valign="top">&#x00A0;&#x00A0;G3</td>
<td align="center" valign="top">40 (55)</td>
<td/>
<td align="center" valign="top">6 (12)</td>
<td/>
<td align="center" valign="top">8 (26)</td>
<td/>
<td align="center" valign="top">123 (31)</td>
</tr>
<tr>
<td align="left" valign="top">Estrogen status</td>
<td/>
<td align="center" valign="top">0.0001</td>
<td/>
<td align="center" valign="top">0.001</td>
<td/>
<td align="center" valign="top">0.253</td>
<td/>
</tr>
<tr>
<td align="left" valign="top">&#x00A0;&#x00A0;Positive</td>
<td align="center" valign="top">25 (34)</td>
<td/>
<td align="center" valign="top">42 (82)</td>
<td/>
<td align="center" valign="top">22 (71)</td>
<td/>
<td align="center" valign="top">258 (66)</td>
</tr>
<tr>
<td align="left" valign="top">&#x00A0;&#x00A0;Negative</td>
<td align="center" valign="top">48 (66)</td>
<td/>
<td align="center" valign="top">9 (18)</td>
<td/>
<td align="center" valign="top">9 (29)</td>
<td/>
<td align="center" valign="top">134 (34)</td>
</tr>
<tr>
<td align="left" valign="top">Progesterone status</td>
<td/>
<td align="center" valign="top">0.0001</td>
<td/>
<td align="center" valign="top">0.009</td>
<td/>
<td align="center" valign="top">0.447</td>
<td/>
</tr>
<tr>
<td align="left" valign="top">&#x00A0;&#x00A0;Positive</td>
<td align="center" valign="top">21 (29)</td>
<td/>
<td align="center" valign="top">40 (78)</td>
<td/>
<td align="center" valign="top">21 (68)</td>
<td/>
<td align="center" valign="top">231 (59)</td>
</tr>
<tr>
<td align="left" valign="top">&#x00A0;&#x00A0;Negative</td>
<td align="center" valign="top">52 (71)</td>
<td/>
<td align="center" valign="top">11 (22)</td>
<td/>
<td align="center" valign="top">10 (32)</td>
<td/>
<td align="center" valign="top">161 (41)</td>
</tr>
<tr>
<td align="left" valign="top">Clinical staging nodes</td>
<td/>
<td align="center" valign="top">0.004</td>
<td/>
<td align="center" valign="top">0.071</td>
<td/>
<td align="center" valign="top">0.038</td>
<td/>
</tr>
<tr>
<td align="left" valign="top">&#x00A0;&#x00A0;Positive</td>
<td align="center" valign="top">20 (27)</td>
<td/>
<td align="center" valign="top">16 (31)</td>
<td/>
<td align="center" valign="top">8 (26)</td>
<td/>
<td align="center" valign="top">179 (46)</td>
</tr>
<tr>
<td align="left" valign="top">&#x00A0;&#x00A0;Negative</td>
<td align="center" valign="top">53 (73)</td>
<td/>
<td align="center" valign="top">35 (69)</td>
<td/>
<td align="center" valign="top">23 (74)</td>
<td/>
<td align="center" valign="top">213 (54)</td>
</tr>
<tr>
<td align="left" valign="top">Tumor size</td>
<td/>
<td align="center" valign="top">0.002</td>
<td/>
<td align="center" valign="top">0.186</td>
<td/>
<td align="center" valign="top">0.327</td>
<td/>
</tr>
<tr>
<td align="left" valign="top">&#x00A0;&#x00A0;T1-T2</td>
<td align="center" valign="top">48 (66)</td>
<td/>
<td align="center" valign="top">38 (75)</td>
<td/>
<td align="center" valign="top">28 (90)</td>
<td/>
<td align="center" valign="top">322 (82)</td>
</tr>
<tr>
<td align="left" valign="top">&#x00A0;&#x00A0;T3-T4</td>
<td align="center" valign="top">25 (34)</td>
<td/>
<td align="center" valign="top">13 (25)</td>
<td/>
<td align="center" valign="top">3 (10)</td>
<td/>
<td align="center" valign="top">70 (18)</td>
</tr>
<tr>
<td align="left" valign="top">Clinical staging</td>
<td/>
<td align="center" valign="top">0.484</td>
<td/>
<td align="center" valign="top">0.253</td>
<td/>
<td align="center" valign="top">0.142</td>
<td/>
</tr>
<tr>
<td align="left" valign="top">&#x00A0;&#x00A0;I</td>
<td align="center" valign="top">12 (16)</td>
<td/>
<td align="center" valign="top">16 (31)</td>
<td/>
<td align="center" valign="top">12 (39)</td>
<td/>
<td align="center" valign="top">87 (22)</td>
</tr>
<tr>
<td align="left" valign="top">&#x00A0;&#x00A0;II</td>
<td align="center" valign="top">46 (63)</td>
<td/>
<td align="center" valign="top">23 (45)</td>
<td/>
<td align="center" valign="top">14 (45)</td>
<td/>
<td align="center" valign="top">221 (56)</td>
</tr>
<tr>
<td align="left" valign="top">&#x00A0;&#x00A0;III</td>
<td align="center" valign="top">15 (21)</td>
<td/>
<td align="center" valign="top">12 (24)</td>
<td/>
<td align="center" valign="top">5 (16)</td>
<td/>
<td align="center" valign="top">84 (21)</td>
</tr>
<tr>
<td align="left" valign="top">Histological type</td>
<td/>
<td align="center" valign="top">0.018</td>
<td/>
<td align="center" valign="top">0.033</td>
<td/>
<td align="center" valign="top">0.252</td>
<td/>
</tr>
<tr>
<td align="left" valign="top">&#x00A0;&#x00A0;Ductal invasive carcinoma</td>
<td align="center" valign="top">56 (77)</td>
<td/>
<td align="center" valign="top">32 (63)</td>
<td/>
<td align="center" valign="top">27 (87)</td>
<td/>
<td align="center" valign="top">301 (77)</td>
</tr>
<tr>
<td align="left" valign="top">&#x00A0;&#x00A0;Lobular invasive carcinoma</td>
<td align="center" valign="top">1 (1)</td>
<td/>
<td align="center" valign="top">11 (22)</td>
<td/>
<td align="center" valign="top">3 (10)</td>
<td/>
<td align="center" valign="top">38 (10)</td>
</tr>
<tr>
<td align="left" valign="top">&#x00A0;&#x00A0;Other</td>
<td align="center" valign="top">16 (22)</td>
<td/>
<td align="center" valign="top">8 (16)</td>
<td/>
<td align="center" valign="top">1 (3)</td>
<td/>
<td align="center" valign="top">53 (14)</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn id="tfn2-mco-0-0-1869"><p><italic>BRCA1</italic>, BRCA1 DNA repair associated; <italic>CHEK2</italic>, checkpoint kinase 2; <italic>NOD2</italic>, nucleotide binding oligomerization domain containing 2; HER2, human epidermal growth factor receptor 2.</p></fn>
</table-wrap-foot>
</table-wrap>
<table-wrap id="tIII-mco-0-0-1869" position="float">
<label>Table III.</label>
<caption><p>Treatment strategy according to the presence of mutation.</p></caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="bottom">Treatment strategy</th>
<th align="center" valign="bottom"><italic>BRCA1</italic>, n=76 (&#x0025;)</th>
<th align="center" valign="bottom"><italic>CHEK2</italic>, n=51 (&#x0025;)</th>
<th align="center" valign="bottom"><italic>NOD2</italic>, n=31</th>
<th align="center" valign="bottom">Control group, n=392 (&#x0025;)</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="top">Chemotherapy regimen</td>
<td/>
<td/>
<td/>
<td/>
</tr>
<tr>
<td align="left" valign="top">&#x00A0;&#x00A0;ACFAC</td>
<td align="center" valign="top">48 (66)</td>
<td align="center" valign="top">22 (44)</td>
<td align="center" valign="top">12 (40)</td>
<td align="center" valign="top">328 (84)</td>
</tr>
<tr>
<td align="left" valign="top">&#x00A0;&#x00A0;AC &#x002B; taxanes</td>
<td align="center" valign="top">18 (25)</td>
<td align="center" valign="top">8 (16)</td>
<td align="center" valign="top">5 (17)</td>
<td align="center" valign="top">41 (10)</td>
</tr>
<tr>
<td align="left" valign="top">&#x00A0;&#x00A0;CMF</td>
<td align="center" valign="top">5 (7)</td>
<td align="center" valign="top">2 (4)</td>
<td align="center" valign="top">1 (3)</td>
<td align="center" valign="top">3 (1)</td>
</tr>
<tr>
<td align="left" valign="top">&#x00A0;&#x00A0;Without</td>
<td align="center" valign="top">0 (0)</td>
<td align="center" valign="top">18 (35)</td>
<td align="center" valign="top">12 (39)</td>
<td align="center" valign="top">20 (5)</td>
</tr>
<tr>
<td align="left" valign="top">Trastuzumab therapy</td>
<td/>
<td/>
<td/>
<td/>
</tr>
<tr>
<td align="left" valign="top">&#x00A0;&#x00A0;Yes</td>
<td align="center" valign="top">1 (1)</td>
<td align="center" valign="top">8 (16)</td>
<td align="center" valign="top">2 (6)</td>
<td align="center" valign="top">179 (46)</td>
</tr>
<tr>
<td align="left" valign="top">&#x00A0;&#x00A0;No</td>
<td align="center" valign="top">72 (99)</td>
<td align="center" valign="top">43 (84)</td>
<td align="center" valign="top">29 (94)</td>
<td align="center" valign="top">213 (54)</td>
</tr>
<tr>
<td align="left" valign="top">Hormonotherapy</td>
<td/>
<td/>
<td/>
<td/>
</tr>
<tr>
<td align="left" valign="top">&#x00A0;&#x00A0;Yes</td>
<td align="center" valign="top">28 (38)</td>
<td align="center" valign="top">44 (86)</td>
<td align="center" valign="top">22 (71)</td>
<td align="center" valign="top">255 (65)</td>
</tr>
<tr>
<td align="left" valign="top">&#x00A0;&#x00A0;No</td>
<td align="center" valign="top">45 (62)</td>
<td align="center" valign="top">7 (14)</td>
<td align="center" valign="top">9 (29)</td>
<td align="center" valign="top">137 (35)</td>
</tr>
<tr>
<td align="left" valign="top">Local treatment</td>
<td/>
<td/>
<td/>
<td/>
</tr>
<tr>
<td align="left" valign="top">&#x00A0;&#x00A0;Mastectomy</td>
<td align="center" valign="top">51 (70)</td>
<td align="center" valign="top">35 (69)</td>
<td align="center" valign="top">17 (55)</td>
<td align="center" valign="top">264 (67)</td>
</tr>
<tr>
<td align="left" valign="top">&#x00A0;&#x00A0;Breast conservation surgery (BCT)</td>
<td align="center" valign="top">14 (19)</td>
<td align="center" valign="top">15 (29)</td>
<td align="center" valign="top">14 (45)</td>
<td align="center" valign="top">106 (27)</td>
</tr>
<tr>
<td align="left" valign="top">&#x00A0;&#x00A0;Without surgery</td>
<td align="center" valign="top">8 (11)</td>
<td align="center" valign="top">1 (2)</td>
<td align="center" valign="top">0 (0)</td>
<td align="center" valign="top">22 (6)</td>
</tr>
<tr>
<td align="left" valign="top">Radiotherapy</td>
<td/>
<td/>
<td/>
<td/>
</tr>
<tr>
<td align="left" valign="top">&#x00A0;&#x00A0;Yes</td>
<td align="center" valign="top">51 (70)</td>
<td align="center" valign="top">27 (53)</td>
<td align="center" valign="top">24 (77)</td>
<td align="center" valign="top">282 (72)</td>
</tr>
<tr>
<td align="left" valign="top">&#x00A0;&#x00A0;No</td>
<td align="center" valign="top">22 (30)</td>
<td align="center" valign="top">24 (47)</td>
<td align="center" valign="top">7 (23)</td>
<td align="center" valign="top">110 (28)</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn id="tfn3-mco-0-0-1869"><p><italic>BRCA1</italic>, BRCA1 DNA repair associated; <italic>CHEK2</italic>, checkpoint kinase 2; <italic>NOD2</italic>, nucleotide binding oligomerization domain containing 2; AC, anthracycline and cyclophosphamide; FAC, 5-Fluorouracil, anthracycline and cyclophosphamide; CMF, cyclophosphamide, mitoxantrone, 5-Fluorouracil; BCT, breast conserving therapy.</p></fn>
</table-wrap-foot>
</table-wrap>
<table-wrap id="tIV-mco-0-0-1869" position="float">
<label>Table IV.</label>
<caption><p>Mutation sites of all analyzed molecular factors.</p></caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="bottom">Mutation sites</th>
<th align="center" valign="bottom">n</th>
<th align="center" valign="bottom">&#x0025;</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="top"><italic>CHEK2</italic></td>
<td align="center" valign="top">51</td>
<td/>
</tr>
<tr>
<td align="left" valign="top">&#x00A0;&#x00A0;c.470T&#x003E;C</td>
<td align="center" valign="top">48</td>
<td align="center" valign="top">94</td>
</tr>
<tr>
<td align="left" valign="top">&#x00A0;&#x00A0;c.1100delC</td>
<td align="center" valign="top">3</td>
<td align="center" valign="top">6</td>
</tr>
<tr>
<td align="left" valign="top"><italic>NOD2</italic></td>
<td align="center" valign="top">31</td>
<td/>
</tr>
<tr>
<td align="left" valign="top">&#x00A0;&#x00A0;c.3016_3017insC</td>
<td align="center" valign="top">31</td>
<td align="center" valign="top">100</td>
</tr>
<tr>
<td align="left" valign="top"><italic>BRCA1</italic></td>
<td align="center" valign="top">73</td>
<td/>
</tr>
<tr>
<td align="left" valign="top">&#x00A0;&#x00A0;c.5266dupC</td>
<td align="center" valign="top">41</td>
<td align="center" valign="top">56</td>
</tr>
<tr>
<td align="left" valign="top">&#x00A0;&#x00A0;c.181T&#x003E;G</td>
<td align="center" valign="top">25</td>
<td align="center" valign="top">34</td>
</tr>
<tr>
<td align="left" valign="top">&#x00A0;&#x00A0;c.68_69delAG</td>
<td align="center" valign="top">2</td>
<td align="center" valign="top">3</td>
</tr>
<tr>
<td align="left" valign="top">&#x00A0;&#x00A0;c.3700_3704delGTAAA</td>
<td align="center" valign="top">2</td>
<td align="center" valign="top">3</td>
</tr>
<tr>
<td align="left" valign="top">&#x00A0;&#x00A0;c.1692_1693delTG</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">1</td>
</tr>
<tr>
<td align="left" valign="top">&#x00A0;&#x00A0;c.213-12A&#x003E;G</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">1</td>
</tr>
<tr>
<td align="left" valign="top">&#x00A0;&#x00A0;c.5346G&#x003E;A</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">1</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn id="tfn4-mco-0-0-1869"><p><italic>BRCA1</italic>, BRCA1 DNA repair associated; <italic>CHEK2</italic>, checkpoint kinase 2; <italic>NOD2</italic>, nucleotide binding oligomerization domain containing 2.</p></fn>
</table-wrap-foot>
</table-wrap>
<table-wrap id="tV-mco-0-0-1869" position="float">
<label>Table V.</label>
<caption><p>Molecular subtype of breast cancer according to St Gallen.</p></caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="bottom">Molecular subtype</th>
<th align="center" valign="bottom"><italic>BRCA1</italic>, n=76 (&#x0025;)</th>
<th align="center" valign="bottom">P-value <italic>BRCA1</italic> vs. Control group</th>
<th align="center" valign="bottom"><italic>CHEK2</italic>, n=51 (&#x0025;)</th>
<th align="center" valign="bottom">P-value, <italic>CHEK2</italic> vs. Control group</th>
<th align="center" valign="bottom"><italic>NOD2</italic>, n=31 (&#x0025;)</th>
<th align="center" valign="bottom">P-value <italic>NOD2</italic> vs. Control group</th>
<th align="center" valign="bottom">Control group, n=392 (&#x0025;)</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="top">Luminal A</td>
<td align="center" valign="top">3 (4)</td>
<td/>
<td align="center" valign="top">27 (53)</td>
<td/>
<td align="center" valign="top">14 (45)</td>
<td/>
<td align="center" valign="top">49 (13)</td>
</tr>
<tr>
<td align="left" valign="top">Luminal B HER2 negative</td>
<td align="center" valign="top">20 (27)</td>
<td/>
<td align="center" valign="top">11 (22)</td>
<td/>
<td align="center" valign="top">6 (19)</td>
<td/>
<td align="center" valign="top">90 (23)</td>
</tr>
<tr>
<td align="left" valign="top">Luminal B HER2 positive</td>
<td align="center" valign="top">5 (7)</td>
<td align="center" valign="top">0.0001</td>
<td align="center" valign="top">6 (12)</td>
<td align="center" valign="top">0.0001</td>
<td align="center" valign="top">2 (6)</td>
<td align="center" valign="top">0.0001</td>
<td align="center" valign="top">131 (33)</td>
</tr>
<tr>
<td align="left" valign="top">HER2 positive non luminal</td>
<td align="center" valign="top">0 (0)</td>
<td/>
<td align="center" valign="top">3 (6)</td>
<td/>
<td align="center" valign="top">1 (3)</td>
<td/>
<td align="center" valign="top">68 (17)</td>
</tr>
<tr>
<td align="left" valign="top">Triple negative</td>
<td align="center" valign="top">45 (62)</td>
<td/>
<td align="center" valign="top">4 (8)</td>
<td/>
<td align="center" valign="top">8 (26)</td>
<td/>
<td align="center" valign="top">54 (14)</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn id="tfn5-mco-0-0-1869"><p><italic>BRCA1</italic>, BRCA1 DNA repair associated; <italic>CHEK2</italic>, checkpoint kinase 2; NOD2, nucleotide binding oligomerization domain containing 2; HER2, human epidermal growth factor receptor 2.</p></fn>
</table-wrap-foot>
</table-wrap>
</floats-group>
</article>
