<?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">OL</journal-id>
<journal-title-group>
<journal-title>Oncology Letters</journal-title>
</journal-title-group>
<issn pub-type="ppub">1792-1074</issn>
<issn pub-type="epub">1792-1082</issn>
<publisher>
<publisher-name>D.A. Spandidos</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3892/ol.2015.2980</article-id>
<article-id pub-id-type="publisher-id">OL-0-0-2980</article-id>
<article-categories>
<subj-group>
<subject>Articles</subject>
</subj-group>
</article-categories>
<title-group>
<article-title>Somatic mutations in glioblastoma are associated with methylguanine-DNA methyltransferase methylation</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author"><name><surname>MCDONALD</surname><given-names>KERRIE L.</given-names></name>
<xref rid="af1-ol-0-0-2980" ref-type="aff">1</xref>
<xref rid="c1-ol-0-0-2980" ref-type="corresp"/></contrib>
<contrib contrib-type="author"><name><surname>TABONE</surname><given-names>TANIA</given-names></name>
<xref rid="af2-ol-0-0-2980" ref-type="aff">2</xref></contrib>
<contrib contrib-type="author"><name><surname>NOWAK</surname><given-names>ANNA K.</given-names></name>
<xref rid="af3-ol-0-0-2980" ref-type="aff">3</xref></contrib>
<contrib contrib-type="author"><name><surname>ERBER</surname><given-names>WENDY N.</given-names></name>
<xref rid="af2-ol-0-0-2980" ref-type="aff">2</xref></contrib>
</contrib-group>
<aff id="af1-ol-0-0-2980"><label>1</label>Cure Brain Cancer Neuro-oncology Group, Prince of Wales Clinical School, Lowy Cancer Research Centre C25, University of New South Wales, Sydney, NSW 2052, Australia</aff>
<aff id="af2-ol-0-0-2980"><label>2</label>School of Pathology and Laboratory Medicine, University of Western Australia, Crawley WA 6009, Australia</aff>
<aff id="af3-ol-0-0-2980"><label>3</label>Harry Perkins Institute of Medical Research, Nedlands WA 6009, Australia</aff>
<author-notes>
<corresp id="c1-ol-0-0-2980"><italic>Correspondence to</italic>: Dr Kerrie L. McDonald, Cure Brain Cancer Neuro-oncology Group, Prince of Wales Clinical School, Lowy Cancer Research Centre C25, University of New South Wales, Sydney, NSW 2052, Australia, E-mail: <email>k.mcdonald@unsw.edu.au</email></corresp>
</author-notes>
<pub-date pub-type="ppub"><year>2015-05-01</year></pub-date>
<pub-date pub-type="epub"><year>2015-02-20</year></pub-date>
<volume>9</volume>
<issue>5</issue>
<fpage>2063</fpage>
<lpage>2067</lpage>
<history>
<date date-type="received"><day>22</day><month>08</month><year>2014</year></date>
<date date-type="accepted"><day>02</day><month>02</month><year>2015</year></date>
</history>
<permissions>
<copyright-statement>Copyright &#x00A9; 2015, Spandidos Publications</copyright-statement>
<copyright-year>2015</copyright-year>
</permissions>
<abstract>
<p>The high level of methylguanine-DNA methyltransferase (MGMT) in glioblastoma is responsible for resistance to alkylating agents, such as temozolomide (TMZ). In glioblastomas with a methylated <italic>MGMT</italic> promoter, MGMT deficiency is presumed, resulting in an enhanced effect of TMZ. The aim of the present study was to investigate whether genomic alterations work synergistically with <italic>MGMT</italic> methylation status and contribute to the response to treatment and overall prognosis in glioblastoma. The current study included a cohort of 35 glioblastoma patients, with <italic>MGMT</italic> promoter methylation present in 48&#x0025; of tumors. <italic>MGMT</italic> methylation was associated with significantly longer median survival (29.0 months) compared with patients without <italic>MGMT</italic> methylated tumors (12.0 months), as well as longer median time to progression following TMZ treatment (13.2 months, compared with 5.6 months for patients with an unmethylated <italic>MGMT</italic> status). In addition, somatic variants in hot spot exonic regions of 50 key cancer genes were examined in these glioblastomas. Non-synonymous mutations in methylated <italic>MGMT</italic> glioblastomas were four times higher compared with unmethylated <italic>MGMT</italic> glioblastomas. Furthermore, significantly increased frequencies of mutations in the <italic>TP53</italic>, <italic>CDKN2A</italic>, <italic>PTEN</italic> and <italic>PIK3CA</italic> genes were detected in <italic>MGMT</italic> methylated glioblastomas. The relative significance of these mutations, and their contribution to TMZ sensitivity, adjunct to <italic>MGMT</italic> methylation, require further investigation in a larger cohort.</p>
</abstract>
<kwd-group>
<kwd>methylguanine-DNA methyltransferase methylation</kwd>
<kwd>mutations</kwd>
<kwd>glioblastoma</kwd>
</kwd-group>
</article-meta>
</front>
<body>
<sec sec-type="intro">
<title>Introduction</title>
<p>Glioblastoma (GBM) is the most common type of brain tumor, with high mortality rates. The aggressive biology of GBM and resistance to therapy are major clinical problems for patients diagnosed with the disease (<xref rid="b1-ol-0-0-2980" ref-type="bibr">1</xref>). At present, standard treatment includes maximal safe surgery, concomitant radiotherapy and temozolomide (TMZ) chemotherapy, where a median survival time of &#x003C;15 months is observed in patients fit for this current first-line therapy (<xref rid="b1-ol-0-0-2980" ref-type="bibr">1</xref>). In terms of years of life lost, the population burden from GBM is the highest of all malignancies (<xref rid="b2-ol-0-0-2980" ref-type="bibr">2</xref>). GBM frequently affects young people (30&#x2013;40 years of age), as well as the elderly (<xref rid="b3-ol-0-0-2980" ref-type="bibr">3</xref>). Physically or cognitively disabled patients require care from the early stages of the disease, which results in increased expenses. Despite advances in therapeutic strategies, no significant reductions in the age-standardised incidence and mortality rates of this disease have been observed within the last decade (<xref rid="b3-ol-0-0-2980" ref-type="bibr">3</xref>).</p>
<p>Patients with a good Eastern Cooperative Oncology Group performance status or Karnofsky score at the time of diagnosis undergo surgical resection (<xref rid="b4-ol-0-0-2980" ref-type="bibr">4</xref>,<xref rid="b5-ol-0-0-2980" ref-type="bibr">5</xref>). Complete removal of the tumor is challenging due to the infiltrative nature of GBM; however, 80&#x2013;95&#x0025; debulking is typically achieved unless the disease is in a neurologically eloquent location (<xref rid="b6-ol-0-0-2980" ref-type="bibr">6</xref>). The standard treatment, known as &#x2018;The Stupp Protocol&#x2019;, consists of concurrent temozolomide (TMZ) therapy and radiotherapy (60 Gy/30 fractions), followed by subsequent adjuvant TMZ therapy for 6&#x2013;12 cycles (<xref rid="b1-ol-0-0-2980" ref-type="bibr">1</xref>). TMZ functions by alkylating the guanine residues in DNA, resulting in mispairing with thymine during DNA replication and cellular arrest in rapidly dividing cells (<xref rid="b7-ol-0-0-2980" ref-type="bibr">7</xref>,<xref rid="b8-ol-0-0-2980" ref-type="bibr">8</xref>).</p>
<p>Methylguanine-DNA methyltransferase (MGMT) removes mutagenic alkyl adducts and, thus, protects DNA from the damage induced by TMZ and other alkylating agents. Loss of MGMT expression commonly occurs in human neoplasia (<xref rid="b9-ol-0-0-2980" ref-type="bibr">9</xref>). The expression of MGMT is regulated by hypermethylation of the CpG islands within the promoter and enhancer regions of the gene (<xref rid="b10-ol-0-0-2980" ref-type="bibr">10</xref>&#x2013;<xref rid="b12-ol-0-0-2980" ref-type="bibr">12</xref>). MGMT deficiency is presumed in GBMs with a methylated <italic>MGMT</italic> promoter, resulting in the enhanced cytotoxicity of TMZ (<xref rid="b13-ol-0-0-2980" ref-type="bibr">13</xref>). Studies have demonstrated that presence of <italic>MGMT</italic> promoter methylation is correlated with the response of patients to treatment with TMZ; thus, it is considered to be a predictive biomarker in TMZ-treated GBMs, even in elderly patients (<xref rid="b14-ol-0-0-2980" ref-type="bibr">14</xref>,<xref rid="b15-ol-0-0-2980" ref-type="bibr">15</xref>). Between 25 and 50&#x0025; of GBMs are methylated at the <italic>MGMT</italic> promoter; therefore, using <italic>MGMT</italic> methylation status clinically as a predictive biomarker for GBM patients has received increased attention, with the long-term aim to use it as a biomarker to assign alkylating therapy to individual patients. However, a number of studies have reported discordance between <italic>MGMT</italic> methylation status and treatment outcome, and no clear alternative treatment is available for patients with unmethylated <italic>MGMT</italic> tumors, who derive only limited benefit from TMZ (<xref rid="b13-ol-0-0-2980" ref-type="bibr">13</xref>).</p>
<p>Based on the signatory gene expression profiles using data generated from The Cancer Genome Atlas (TCGA) (<xref rid="b16-ol-0-0-2980" ref-type="bibr">16</xref>), four distinct molecular subtypes of GBM were described: Classical, mesenchymal, neural and proneural (<xref rid="b17-ol-0-0-2980" ref-type="bibr">17</xref>). These subtypes have also been associated with characteristic genetic alterations (<xref rid="b17-ol-0-0-2980" ref-type="bibr">17</xref>). The classical subtype is associated with an astrocytic expression profile, with frequent epidermal growth factor receptor (<italic>EGFR</italic>) amplification, concomitant chromosome 7 amplification and chromosome 10 loss, and focal deletions of 9p encompassing cyclin-dependent kinase inhibitor 2A (<italic>CDKN2A</italic>). Notably, the classical subtype is not associated with <italic>TP53</italic> mutations, which are common in GBMs (<xref rid="b17-ol-0-0-2980" ref-type="bibr">17</xref>). The mesenchymal subtype is typified by the expression of mesenchymal markers, with frequent deletions or mutations of the neurofibromin 1 (<italic>NF1</italic>) and phosphatase and tensin homolog (<italic>PTEN</italic>) genes. The neural subtype exhibits expression of neuronal markers and displays various mutations and copy number alterations, including amplification of <italic>EGFR</italic> and deletion of <italic>PTEN</italic>. The proneural subtype exhibits an oligodendrocytic expression signature and is characterized by <italic>TP53</italic> mutations. In addition, focal amplifications of the chromosome 4q12 region, which contains the oligodendrocytic development gene &#x03B1;-type platelet-derived growth factor receptor (<italic>PDGFRA</italic>), or mutations of the isocitrate dehydrogenase 1 gene (<italic>IDH1</italic>) are observed. The TCGA group has recently published an updated comprehensive genomic, epigenomic, transcriptomic and proteomic analysis of &#x003E;500 GBMs (<xref rid="b18-ol-0-0-2980" ref-type="bibr">18</xref>). Patients were categorized into the four different groups and the overall survival was stratified based on <italic>MGMT</italic> methylation. Notably, the findings indicated that <italic>MGMT</italic> methylation may be a predictive biomarker for response to treatment, but only in the classical subtype of GBM.</p>
<p>In the present study, <italic>MGMT</italic> methylation and somatic mutations were assessed using semiconductor sequencing technology in the same tumor DNA. The cohort included biopsies from 35 GBM patients, who had been treated uniformly with standard concurrent radiotherapy plus TMZ. The association between <italic>MGMT</italic> methylation status/mutation profile and survival was also evaluated.</p>
</sec>
<sec sec-type="materials|methods">
<title>Materials and methods</title>
<sec>
<title/>
<sec>
<title>Patient samples</title>
<p>Formalin-fixed paraffin-embedded tissues from patients with GBM, which had been obtained during the initial surgical resection, were collected from the Australian Genomics and Clinical Outcomes of Glioma biobank (<uri xlink:href="http://www.agogbio.org.au">www.agogbio.org.au</uri>). All the patients provided written informed consent and the study was approved by the Institutional Human Research Ethics Committee of South Eastern Sydney Local Health District (SESLD) Human Research Ethics Committee (HREC), University of New South Wales (Sydney, Australia). Specimens were obtained prior to any chemotherapy or radiotherapy, and the patient information, including age, gender, extent of tumor removal, pathology and treatment, was recorded. Only patients receiving maximal debulking of the tumor (&#x003E;85&#x0025;) and undergoing concurrent chemoradiotherapy (60 Gy in 30 fractions with 75 mg/m<sup>2</sup>/day TMZ) were included in this study. The number of adjuvant cycles of TMZ, determined by clinical variables including toxicity, response to treatment and progression, was noted. Time to progression (TTP; measured from the start of chemoradiotherapy to the time of clinical progression) was determined by the treating oncologist (Professor Anna Nowak).</p>
</sec>
<sec>
<title>MGMT promoter methylation</title>
<p>Bisulfite modification prior to CpG pyrosequencing was performed to assess the percentage level of <italic>MGMT</italic> promoter methylation for each tumor specimen, as described previously (<xref rid="b19-ol-0-0-2980" ref-type="bibr">19</xref>). Chemically methylated or unmethylated universal human genomic DNA (EMD Millipore, Billerica, MA, USA) controls were included with each batch. The CpG pyrosequencing methylation assay was performed using the PyroMarkTM MGMT kit (Qiagen, Alameda, CA, USA) on a PSQTM96 MA system (Qiagen) according to the manufacturer&#x0027;s instructions.</p>
</sec>
<sec>
<title>Detection of EGFR gene amplification</title>
<p><italic>EGFR</italic> amplification was recorded in the patient pathology reports by PathWest Laboratory Medicine (Nedlands, Australia) using the Multiplex Ligation-dependent Probe Amplification assay (MLPA; MCR-Holland, Amsterdam, Netherlands), as described previously (<xref rid="b20-ol-0-0-2980" ref-type="bibr">20</xref>).</p>
</sec>
<sec>
<title>Targeted resequencing of DNA</title>
<p>In order to amplify the target regions of 50 oncogenes and tumor suppressor genes that are implicated in solid tumors, amplicon libraries for individual patient DNA samples were prepared using the Ion AmpliSeq Cancer Hot Spot Panel v2 (Life Technologies, Grand Island, NY, USA), as described previously (<xref rid="b21-ol-0-0-2980" ref-type="bibr">21</xref>). Subsequently, semi-conductor sequencing was performed using the Ion Personal Genome Machine (PGM) 200 Sequencing kit (Life Technologies) and the Ion PGM Sequencer (<xref rid="b21-ol-0-0-2980" ref-type="bibr">21</xref>). Torrent Suite&#x2122; v3.6.2 software (Life Technologies) was used to parse barcoded reads, align reads to the reference genome (human genome build 19), base call and generate run metrics, including the chip loading efficiency, total read counts, quality and total coverage. In addition, the ANNOVAR&#x2122; (Biobase Biological Databases; <uri xlink:href="http://www.biobase-international.com">http://www.biobase-international.com</uri>) and Oncomine Gene Browser (Life Technologies) software were used to identify variants, as well as predict amino acid changes and clinical significance. The Integrative Genomics Viewer (Broad Institute, Cambridge, MA, USA; <uri xlink:href="http://www.broadinstitute.org/igv/">http://www.broadinstitute.org/igv/</uri>) was used to visualize the alignment of the reads, detect the presence of variants against the reference genome and verify the integrity of variant calls by detecting possible strand bias and sequencing errors (<xref rid="b21-ol-0-0-2980" ref-type="bibr">21</xref>).</p>
</sec>
<sec>
<title>Statistical analysis</title>
<p>The primary end point was the overall survival. A Kaplan-Meier survival analysis was used to generate survival curves and estimates of median survival periods. All statistical analyses were performed using SPSS software (version 22.0; SPSS, Inc., Chicago, IL, USA). 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>Patient characteristic</title>
<p>A total of 35 patients with a diagnosis of GBM were included in the current study (<xref rid="tI-ol-0-0-2980" ref-type="table">Table I</xref>). The median age was 58 years (range, 31&#x2013;80 years) and the study included 25 males and 10 females. The median overall survival of the cohort was 13.0 months [95&#x0025; confidence interval (CI), 9.7&#x2013;16.3]. The median TTP of the cohort was 6.0 months (95&#x0025; CI, 4.7&#x2013;7.3).</p>
<p>The <italic>MGMT</italic> promoter methylation status was detected in 33 out of the 35 patients, with 16 tumors (48&#x0025;) found to be methylated at the <italic>MGMT</italic> promoter region. Tumor <italic>MGMT</italic> methylation was associated with significantly longer survival rates (median survival, 29.0 months; 95&#x0025; CI, 20.1&#x2013;32.9) compared with patients without <italic>MGMT</italic> methylated tumors (median survival, 12.0 months; 95&#x0025; CI, 10.1&#x2013;13.9; log-rank P=0.025; <xref rid="f1-ol-0-0-2980" ref-type="fig">Fig. 1A</xref>). A strong association was also observed between <italic>MGMT</italic> methylation and longer TTP, since the median TTP for patients with methylated <italic>MGMT</italic> tumors was 13.2 months (95&#x0025; CI, 4.1&#x2013;19.9) compared with 5.6 months (95&#x0025; CI, 4.5&#x2013;7.5) for patients with an unmethylated tumor <italic>MGMT</italic> status (log-rank P=0.011; <xref rid="f1-ol-0-0-2980" ref-type="fig">Fig. 1B</xref>).</p>
</sec>
<sec>
<title>Overall gene alterations</title>
<p>Of the 35 specimens sequenced, multiple (&#x003E;2) non-synonymous mutations were detected in 10 specimens. In the present study, mutations were identified in the <italic>TP53</italic> (20&#x0025;), <italic>CDKN2A</italic> (11&#x0025;) and <italic>PTEN</italic> (9&#x0025;) genes, as well as mutations and/or amplifications in the <italic>EGFR</italic> gene (29&#x0025;). In addition, two tumors exhibited mutations in <italic>IDH1</italic>. Mutations in <italic>MPL</italic> (6&#x0025;), <italic>SMARCB1</italic> (9&#x0025;), <italic>NOTCH1</italic> (9&#x0025;), <italic>PIK3CA</italic> (9&#x0025;), <italic>MET</italic> (6&#x0025;) and <italic>RB1</italic> (6&#x0025;) were also detected (<xref rid="f2-ol-0-0-2980" ref-type="fig">Fig. 2</xref>).</p>
<p>The mutation profiles were mapped according to <italic>MGMT</italic> promoter methylation (<xref rid="f2-ol-0-0-2980" ref-type="fig">Fig. 2</xref>), which revealed that non-synonymous mutations were more frequent in the <italic>MGMT</italic> methylated GBMs compared with the <italic>MGMT</italic> unmethylated GBMs. Furthermore, mutations in the <italic>CDKN2A</italic>, <italic>PTEN</italic> and <italic>PIKC3A</italic> genes were only identified in <italic>MGMT</italic> methylated GBMs. Amplification and/or mutation in the <italic>EGFR</italic> gene and deletion of <italic>CDKN2A</italic> are hallmarks of the classical tumor subtype. A recent study has reported that the predictive value of <italic>MGMT</italic> methylation was only applicable in the classical subtype (<xref rid="b15-ol-0-0-2980" ref-type="bibr">15</xref>). In the current study, the frequency of <italic>EGFR</italic>/<italic>CDKN2A</italic> gene aberrations was found to be higher in the <italic>MGMT</italic> methylated group of tumors (56&#x0025;) when compared with the <italic>MGMT</italic> unmethylated tumors (24&#x0025;).</p>
</sec>
</sec>
</sec>
<sec sec-type="discussion">
<title>Discussion</title>
<p>The presence of <italic>MGMT</italic> promoter methylation in GBM is a predictor of response to TMZ treatment and of overall survival. In the present study, the mutations detected in <italic>MGMT</italic> methylated GBMs were four times higher compared with <italic>MGMT</italic> unmethylated GBMs. This observation may be attributed to a lack of DNA repair function upon presence of lower levels of the MGMT protein.</p>
<p>In 2005, <italic>MGMT</italic> promoter methylation was reported to be associated with a survival benefit from alkylating agent chemotherapy in GBM patients, in a companion study based on a phase III concurrent radiation therapy and TMZ trial (<xref rid="b13-ol-0-0-2980" ref-type="bibr">13</xref>). A number of studies have demonstrated an even higher survival benefit in patients treated with alkylating agents, who presented tumors with <italic>MGMT</italic> promoter methylation, compared with patients having tumors with an unmethylated <italic>MGMT</italic> promoter (<xref rid="b13-ol-0-0-2980" ref-type="bibr">13</xref>,<xref rid="b22-ol-0-0-2980" ref-type="bibr">22</xref>,<xref rid="b23-ol-0-0-2980" ref-type="bibr">23</xref>). Therefore, <italic>MGMT</italic> promoter methylation is a favorable prognostic marker, in addition to a favorable predictive marker for response to TMZ treatment in patients with GBM. The molecular basis for the differential response to TMZ treatment in patients is well established. Alkylating drugs, including TMZ, induce DNA damage by introducing alkyl adducts into the DNA molecules. This causes genetic mutations and cross-links between DNA strands that inhibit DNA replication and thereby trigger cell death. However, <italic>MGMT</italic> removes the alkyl adducts from the DNA as they are introduced, preventing subsequent mutational damage. Tumor cells expressing MGMT are thus resistant to alkylating drugs (<xref rid="b24-ol-0-0-2980" ref-type="bibr">24</xref>).</p>
<p>In the current study, the TTP following chemoradiotherapy and subsequent overall survival were significantly increased in patients with <italic>MGMT</italic> methylation compared with patients without methylated tumors. Thus, the present study confirmed the role of <italic>MGMT</italic> methylation and its associated sensitivity to TMZ (<xref rid="b25-ol-0-0-2980" ref-type="bibr">25</xref>,<xref rid="b26-ol-0-0-2980" ref-type="bibr">26</xref>).</p>
<p>The current study investigated the prevalence and types of genomic alterations in GBM and whether these correlate with <italic>MGMT</italic> methylation. The results demonstrated that 75&#x0025; of <italic>MGMT</italic> methylated tumors harbored one or more somatic mutations, compared with 35&#x0025; of unmethylated cases. Overall, the mutations identified in <italic>MGMT</italic> methylated were four times higher compared with <italic>MGMT</italic> unmethylated tumors. Notably, mutations were identified in the <italic>TP53</italic>, <italic>CDKN2A</italic>, <italic>PTEN</italic> and <italic>PIK3CA</italic> genes in <italic>MGMT</italic> methylated cases. Since these cases also exhibited improved overall survival, further investigations should determine whether these genomic aberrations work synergistically with <italic>MGMT</italic> methylation status and contribute to the response to treatment and overall prognosis. <italic>MGMT</italic> methylation may play a dual role, increasing sensitivity to TMZ and increasing genetic instability, particularly by facilitating the appearance of G to A transition mutations. The TCGA dataset of GBMs revealed increased frequencies of <italic>TP53</italic> and <italic>PTEN</italic> point mutations in <italic>MGMT</italic> methylated GBMs compared with <italic>MGMT</italic> unmethylated GBMs (<xref rid="b16-ol-0-0-2980" ref-type="bibr">16</xref>). In the current study, mutations in <italic>PTEN</italic> and <italic>TP53</italic> were also found to be associated with <italic>MGMT</italic> promoter methylation, confirming the findings of the TCGA. <italic>MGMT</italic> methylation is commonly associated with G:C to A:T mutations in <italic>KRAS</italic> and <italic>TP53</italic> genes in colorectal cancer (<xref rid="b27-ol-0-0-2980" ref-type="bibr">27</xref>,<xref rid="b28-ol-0-0-2980" ref-type="bibr">28</xref>). Therefore, <italic>MGMT</italic> promoter methylation may be an early event in the development of methylated GBM, preceding other characteristic mutations in this subgroup.</p>
<p>In the present study, higher frequencies of <italic>EGFR</italic> and <italic>CDKN2A</italic> alterations were observed in the <italic>MGMT</italic> methylation group. Although the tumors were not categorized into proneural, neural, mesenchymal or classical subtypes (<xref rid="b17-ol-0-0-2980" ref-type="bibr">17</xref>), the higher frequencies of <italic>EGFR</italic>/<italic>CDKN2A</italic> indicate that the <italic>MGMT</italic> methylation group may be enriched for the classical subtype. Furhtermore, the current study is in accordance with the findings of Brennan <italic>et al</italic> (<xref rid="b18-ol-0-0-2980" ref-type="bibr">18</xref>), demonstrating that the classical subtype is more responsive to TMZ, which is reflected by the longer TTP and overall survival observed.</p>
<p>In conclusion, <italic>MGMT</italic> methylation was strongly associated with the response to TMZ treatment and overall survival in GBMs, as previously reported. Methylation was also found to be associated with a significantly higher mutation rate. Therefore, it is hypothesized that methylation may be one of the earliest preneoplastic events in this subgroup. A larger cohort of patients is required to further investigate the association of <italic>MGMT</italic> methylation and specific mutations (including those in <italic>EGFR</italic>, <italic>CDKN2A</italic> and <italic>TP53</italic>) with overall survival in TMZ-treated GBMs.</p>
</sec>
</body>
<back>
<ref-list>
<title>References</title>
<ref id="b1-ol-0-0-2980"><label>1</label><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Stupp</surname><given-names>R</given-names></name><name><surname>Mason</surname><given-names>WP</given-names></name><name><surname>van den Bent</surname><given-names>MJ</given-names></name><etal/></person-group><article-title>European Organisation for Research and Treatment of Cancer Brain Tumor and Radiotherapy Groups; National Cancer Institute of Canada Clinical Trials Group: Radiotherapy plus concomitant and adjuvant temozolomide for glioblastoma</article-title><source>N Engl J Med</source><volume>352</volume><fpage>987</fpage><lpage>996</lpage><year>2005</year><pub-id pub-id-type="doi">10.1056/NEJMoa043330</pub-id><pub-id pub-id-type="pmid">15758009</pub-id></element-citation></ref>
<ref id="b2-ol-0-0-2980"><label>2</label><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Burnet</surname><given-names>NG</given-names></name><name><surname>Jefferies</surname><given-names>SJ</given-names></name><name><surname>Benson</surname><given-names>RJ</given-names></name><etal/></person-group><article-title>Years of life lost (YLL) from cancer is an important measure of population burden &#x2013; and should be considered when allocating research funds</article-title><source>Br J Cancer</source><volume>92</volume><fpage>241</fpage><lpage>245</lpage><year>2005</year><pub-id pub-id-type="pmid">15655548</pub-id></element-citation></ref>
<ref id="b3-ol-0-0-2980"><label>3</label><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Leibetseder</surname><given-names>A</given-names></name><name><surname>Ackerl</surname><given-names>M</given-names></name><name><surname>Flechl</surname><given-names>B</given-names></name><etal/></person-group><article-title>Outcome and molecular characteristics of adolescent and young adult patients with newly diagnosed primary glioblastoma: a study of the Society of Austrian Neurooncology (SANO)</article-title><source>Neuro Oncol</source><volume>15</volume><fpage>112</fpage><lpage>121</lpage><year>2013</year><pub-id pub-id-type="doi">10.1093/neuonc/nos283</pub-id><pub-id pub-id-type="pmid">23223340</pub-id></element-citation></ref>
<ref id="b4-ol-0-0-2980"><label>4</label><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Kinsella</surname><given-names>TJ</given-names></name><name><surname>Collins</surname><given-names>J</given-names></name><name><surname>Rowland</surname><given-names>J</given-names></name><etal/></person-group><article-title>Pharmacology and phase I/II study of continuous intravenous infusions of iododeoxyuridine and hyperfractionated radiotherapy in patients with glioblastoma multiforme</article-title><source>J Clin Oncol</source><volume>6</volume><fpage>871</fpage><lpage>879</lpage><year>1988</year><pub-id pub-id-type="pmid">2835444</pub-id></element-citation></ref>
<ref id="b5-ol-0-0-2980"><label>5</label><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Hammoud</surname><given-names>MA</given-names></name><name><surname>Sawaya</surname><given-names>R</given-names></name><name><surname>Shi</surname><given-names>W</given-names></name><name><surname>Thall</surname><given-names>PF</given-names></name><name><surname>Leeds</surname><given-names>NE</given-names></name></person-group><article-title>Prognostic significance of preoperative MRI scans in glioblastoma multiforme</article-title><source>J Neurooncol</source><volume>27</volume><fpage>65</fpage><lpage>73</lpage><year>1996</year><pub-id pub-id-type="doi">10.1007/BF00146086</pub-id><pub-id pub-id-type="pmid">8699228</pub-id></element-citation></ref>
<ref id="b6-ol-0-0-2980"><label>6</label><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Gulati</surname><given-names>S</given-names></name><name><surname>Jakola</surname><given-names>AS</given-names></name><name><surname>Nerland</surname><given-names>US</given-names></name><name><surname>Weber</surname><given-names>C</given-names></name><name><surname>Solheim</surname><given-names>O</given-names></name></person-group><article-title>The risk of getting worse: surgically acquired deficits, perioperative complications, and functional outcomes after primary resection of glioblastoma</article-title><source>World Neurosurg</source><volume>76</volume><fpage>572</fpage><lpage>579</lpage><year>2011</year><pub-id pub-id-type="doi">10.1016/j.wneu.2011.06.014</pub-id><pub-id pub-id-type="pmid">22251506</pub-id></element-citation></ref>
<ref id="b7-ol-0-0-2980"><label>7</label><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Friedman</surname><given-names>HS</given-names></name><name><surname>Kerby</surname><given-names>T</given-names></name><name><surname>Calvert</surname><given-names>H</given-names></name></person-group><article-title>Temozolomide and treatment of malignant glioma</article-title><source>Clin Cancer Res</source><volume>6</volume><fpage>2585</fpage><lpage>2597</lpage><year>2000</year><pub-id pub-id-type="pmid">10914698</pub-id></element-citation></ref>
<ref id="b8-ol-0-0-2980"><label>8</label><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Roos</surname><given-names>WP</given-names></name><name><surname>Kaina</surname><given-names>B</given-names></name></person-group><article-title>DNA damage-induced apoptosis: from specific DNA lesions to the DNA damage response and apoptosis</article-title><source>Cancer Lett</source><volume>332</volume><fpage>237</fpage><lpage>248</lpage><year>2013</year><pub-id pub-id-type="doi">10.1016/j.canlet.2012.01.007</pub-id><pub-id pub-id-type="pmid">22261329</pub-id></element-citation></ref>
<ref id="b9-ol-0-0-2980"><label>9</label><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Esteller</surname><given-names>M</given-names></name><name><surname>Hamilton</surname><given-names>SR</given-names></name><name><surname>Burger</surname><given-names>PC</given-names></name><etal/></person-group><article-title>Inactivation of the DNA repair gene O6-methylguanine-DNA methyltransferase by promoter hypermethylation is a common event in primary human neoplasia</article-title><source>Cancer Res</source><volume>59</volume><fpage>793</fpage><lpage>797</lpage><year>1999</year><pub-id pub-id-type="pmid">10029064</pub-id></element-citation></ref>
<ref id="b10-ol-0-0-2980"><label>10</label><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Felsberg</surname><given-names>J</given-names></name><name><surname>Thon</surname><given-names>N</given-names></name><name><surname>Eigenbrod</surname><given-names>S</given-names></name><etal/></person-group><article-title>German Glioma Network: Promoter methylation and expression of MGMT and the DNA mismatch repair genes MLH1, MSH2, MSH6 and PMS2 in paired primary and recurrent glioblastomas</article-title><source>Int J Cancer</source><volume>129</volume><fpage>659</fpage><lpage>670</lpage><year>2011</year><pub-id pub-id-type="doi">10.1002/ijc.26083</pub-id><pub-id pub-id-type="pmid">21425258</pub-id></element-citation></ref>
<ref id="b11-ol-0-0-2980"><label>11</label><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Esteller</surname><given-names>M</given-names></name></person-group><article-title>Epigenetic lesions causing genetic lesions in human cancer: promoter hypermethylation of DNA repair genes</article-title><source>Eur J Cancer</source><volume>36</volume><fpage>2294</fpage><lpage>2300</lpage><year>2000</year><pub-id pub-id-type="doi">10.1016/S0959-8049(00)00303-8</pub-id><pub-id pub-id-type="pmid">11094302</pub-id></element-citation></ref>
<ref id="b12-ol-0-0-2980"><label>12</label><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Esteller</surname><given-names>M</given-names></name></person-group><article-title>CpG island hypermethylation and tumor suppressor genes: a booming present, a brighter future</article-title><source>Oncogene</source><volume>21</volume><fpage>5427</fpage><lpage>5440</lpage><year>2002</year><pub-id pub-id-type="doi">10.1038/sj.onc.1205600</pub-id><pub-id pub-id-type="pmid">12154405</pub-id></element-citation></ref>
<ref id="b13-ol-0-0-2980"><label>13</label><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Hegi</surname><given-names>ME</given-names></name><name><surname>Diserens</surname><given-names>AC</given-names></name><name><surname>Gorlia</surname><given-names>T</given-names></name><etal/></person-group><article-title>MGMT gene silencing and benefit from temozolomide in glioblastoma</article-title><source>N Engl J Med</source><volume>352</volume><fpage>997</fpage><lpage>1003</lpage><year>2005</year><pub-id pub-id-type="doi">10.1056/NEJMoa043331</pub-id><pub-id pub-id-type="pmid">15758010</pub-id></element-citation></ref>
<ref id="b14-ol-0-0-2980"><label>14</label><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Reifenberger</surname><given-names>G</given-names></name><name><surname>Hentschel</surname><given-names>B</given-names></name><name><surname>Felsberg</surname><given-names>J</given-names></name><etal/></person-group><article-title>German Glioma Network: Predictive impact of MGMT promoter methylation in glioblastoma of the elderly</article-title><source>Int J Cancer</source><volume>131</volume><fpage>1342</fpage><lpage>1350</lpage><year>2012</year><pub-id pub-id-type="doi">10.1002/ijc.27385</pub-id><pub-id pub-id-type="pmid">22139906</pub-id></element-citation></ref>
<ref id="b15-ol-0-0-2980"><label>15</label><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Stummer</surname><given-names>W</given-names></name><name><surname>Nestler</surname><given-names>U</given-names></name><name><surname>Stockhammer</surname><given-names>F</given-names></name><etal/></person-group><article-title>Favorable outcome in the elderly cohort treated by concomitant temozolomide radiochemotherapy in a multicentric phase II safety study of 5-ALA</article-title><source>J Neurooncol</source><volume>103</volume><fpage>361</fpage><lpage>370</lpage><year>2011</year><pub-id pub-id-type="doi">10.1007/s11060-010-0400-9</pub-id><pub-id pub-id-type="pmid">20922459</pub-id></element-citation></ref>
<ref id="b16-ol-0-0-2980"><label>16</label><element-citation publication-type="journal"><article-title>Cancer Genome Atlas Research Network: Comprehensive genomic characterization defines human glioblastoma genes and core pathways</article-title><source>Nature</source><volume>455</volume><fpage>1061</fpage><lpage>1068</lpage><year>2008</year><pub-id pub-id-type="doi">10.1038/nature07385</pub-id><pub-id pub-id-type="pmid">18772890</pub-id></element-citation></ref>
<ref id="b17-ol-0-0-2980"><label>17</label><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Verhaak</surname><given-names>RG</given-names></name><name><surname>Hoadley</surname><given-names>KA</given-names></name><name><surname>Purdom</surname><given-names>E</given-names></name><etal/></person-group><article-title>Cancer Genome Atlas Research Network: Integrated genomic analysis identifies clinically relevant subtypes of glioblastoma characterized by abnormalities in PDGFRA, IDH1, EGFR, and NF1</article-title><source>Cancer Cell</source><volume>17</volume><fpage>98</fpage><lpage>110</lpage><year>2010</year><pub-id pub-id-type="doi">10.1016/j.ccr.2009.12.020</pub-id><pub-id pub-id-type="pmid">20129251</pub-id></element-citation></ref>
<ref id="b18-ol-0-0-2980"><label>18</label><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Brennan</surname><given-names>CW</given-names></name><name><surname>Verhaak</surname><given-names>RG</given-names></name><name><surname>McKenna</surname><given-names>A</given-names></name><etal/></person-group><article-title>TCGA Research Network: The somatic genomic landscape of glioblastoma</article-title><source>Cell</source><volume>155</volume><fpage>462</fpage><lpage>477</lpage><year>2013</year><pub-id pub-id-type="doi">10.1016/j.cell.2013.09.034</pub-id><pub-id pub-id-type="pmid">24120142</pub-id></element-citation></ref>
<ref id="b19-ol-0-0-2980"><label>19</label><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>McDonald</surname><given-names>KL</given-names></name><name><surname>Rapkins</surname><given-names>RW</given-names></name><name><surname>Olivier</surname><given-names>J</given-names></name><etal/></person-group><article-title>The T genotype of the MGMT C&#x003E;T (rs16906252) enhancer single-nucleotide polymorphism (SNP) is associated with promoter methylation and longer survival in glioblastoma patients</article-title><source>Eur J Cancer</source><volume>49</volume><fpage>360</fpage><lpage>368</lpage><year>2013</year><pub-id pub-id-type="doi">10.1016/j.ejca.2012.08.012</pub-id><pub-id pub-id-type="pmid">22975219</pub-id></element-citation></ref>
<ref id="b20-ol-0-0-2980"><label>20</label><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Jeuken</surname><given-names>J</given-names></name><name><surname>Sijben</surname><given-names>A</given-names></name><name><surname>Alenda</surname><given-names>C</given-names></name><etal/></person-group><article-title>Robust detection of EGFR copy number changes and EGFR variant III: technical aspects and relevance for glioma diagnostics</article-title><source>Brain Pathol</source><volume>19</volume><fpage>661</fpage><lpage>671</lpage><year>2009</year><pub-id pub-id-type="doi">10.1111/j.1750-3639.2009.00320.x</pub-id><pub-id pub-id-type="pmid">19744038</pub-id></element-citation></ref>
<ref id="b21-ol-0-0-2980"><label>21</label><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Tabone</surname><given-names>T</given-names></name><name><surname>Abuhusain</surname><given-names>HJ</given-names></name><name><surname>Nowak</surname><given-names>AK</given-names></name><etal/></person-group><article-title>Multigene profiling to identify alternative treatment options for glioblastoma: a pilot study</article-title><source>J Clin Pathol</source><volume>67</volume><fpage>550</fpage><lpage>555</lpage><year>2014</year><pub-id pub-id-type="doi">10.1136/jclinpath-2014-202173</pub-id><pub-id pub-id-type="pmid">24695838</pub-id></element-citation></ref>
<ref id="b22-ol-0-0-2980"><label>22</label><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Esteller</surname><given-names>M</given-names></name><name><surname>Garcia-Foncillas</surname><given-names>J</given-names></name><name><surname>Andion</surname><given-names>E</given-names></name><etal/></person-group><article-title>Inactivation of the DNA-repair gene MGMT and the clinical response of gliomas to alkylating agents</article-title><source>N Engl J Med</source><volume>343</volume><fpage>1350</fpage><lpage>1354</lpage><year>2000</year><pub-id pub-id-type="doi">10.1056/NEJM200011093431901</pub-id><pub-id pub-id-type="pmid">11070098</pub-id></element-citation></ref>
<ref id="b23-ol-0-0-2980"><label>23</label><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Hegi</surname><given-names>ME</given-names></name><name><surname>Diserens</surname><given-names>AC</given-names></name><name><surname>Godard</surname><given-names>S</given-names></name><etal/></person-group><article-title>Clinical trial substantiates the predictive value of O-6-methylguanine-DNA methyltransferase promoter methylation in glioblastoma patients treated with temozolomide</article-title><source>Clin Cancer Res</source><volume>10</volume><fpage>1871</fpage><lpage>1874</lpage><year>2004</year><pub-id pub-id-type="doi">10.1158/1078-0432.CCR-03-0384</pub-id><pub-id pub-id-type="pmid">15041700</pub-id></element-citation></ref>
<ref id="b24-ol-0-0-2980"><label>24</label><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Pegg</surname><given-names>AE</given-names></name></person-group><article-title>Mammalian O6-alkylguanine-DNA alkyltransferase: regulation and importance in response to alkylating carcinogenic and therapeutic agents</article-title><source>Cancer Res</source><volume>50</volume><fpage>6119</fpage><lpage>6129</lpage><year>1990</year><pub-id pub-id-type="pmid">2205376</pub-id></element-citation></ref>
<ref id="b25-ol-0-0-2980"><label>25</label><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Christians</surname><given-names>A</given-names></name><name><surname>Hartmann</surname><given-names>C</given-names></name><name><surname>Benner</surname><given-names>A</given-names></name><etal/></person-group><article-title>Prognostic value of three different methods of MGMT promoter methylation analysis in a prospective trial on newly diagnosed glioblastoma</article-title><source>PloS one</source><volume>7</volume><fpage>e33449</fpage><year>2012</year><pub-id pub-id-type="doi">10.1371/journal.pone.0033449</pub-id><pub-id pub-id-type="pmid">22428052</pub-id></element-citation></ref>
<ref id="b26-ol-0-0-2980"><label>26</label><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Karayan-Tapon</surname><given-names>L</given-names></name><name><surname>Quillien</surname><given-names>V</given-names></name><name><surname>Guilhot</surname><given-names>J</given-names></name><etal/></person-group><article-title>Prognostic value of O6-methylguanine-DNA methyltransferase status in glioblastoma patients, assessed by five different methods</article-title><source>J Neurooncol</source><volume>97</volume><fpage>311</fpage><lpage>322</lpage><year>2010</year><pub-id pub-id-type="doi">10.1007/s11060-009-0031-1</pub-id><pub-id pub-id-type="pmid">19841865</pub-id></element-citation></ref>
<ref id="b27-ol-0-0-2980"><label>27</label><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Rosty</surname><given-names>C</given-names></name><name><surname>Young</surname><given-names>JP</given-names></name><name><surname>Walsh</surname><given-names>MD</given-names></name><etal/></person-group><article-title>PIK3CA activating mutation in colorectal carcinoma: associations with molecular features and survival</article-title><source>PLoS One</source><volume>8</volume><fpage>e65479</fpage><year>2013</year><pub-id pub-id-type="doi">10.1371/journal.pone.0065479</pub-id><pub-id pub-id-type="pmid">23785428</pub-id></element-citation></ref>
<ref id="b28-ol-0-0-2980"><label>28</label><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Shen</surname><given-names>L</given-names></name><name><surname>Kondo</surname><given-names>Y</given-names></name><name><surname>Rosner</surname><given-names>GL</given-names></name><etal/></person-group><article-title>MGMT promoter methylation and field defect in sporadic colorectal cancer</article-title><source>J Natl Cancer Inst</source><volume>97</volume><fpage>1330</fpage><lpage>1338</lpage><year>2005</year><pub-id pub-id-type="doi">10.1093/jnci/dji275</pub-id><pub-id pub-id-type="pmid">16174854</pub-id></element-citation></ref>
</ref-list>
</back>
<floats-group>
<fig id="f1-ol-0-0-2980" position="float">
<label>Figure 1.</label>
<caption><p>Kaplan-Meier survival curves based on (A) TTP and (B) overall survival for glioblastoma patients stratified by MGMT methylation. Results of log-rank tests and the median survival for each group is provided. MGMT, methylguanine-DNA methyltransferase; TTP, time-to-progression.</p></caption>
<graphic xlink:href="OL-0-0-2980-g00.jpg"/>
</fig>
<fig id="f2-ol-0-0-2980" position="float">
<label>Figure 2.</label>
<caption><p>Overall gene alteration patterns for 11 target genes in 33 samples. Blue bars represent single nucleotide polymorphisms, red bars represent amplification, yellow bars represent deletions, grey bars represent MGMT methylation and black bars represent MGMT unmethylation. Numbers inside the bars show the alteration number. Sample number (no.), age (years) and OS (months) are also provided. MGMT, methylguanine-DNA methyltransferase; OS, overall survival.</p></caption>
<graphic xlink:href="OL-0-0-2980-g01.tif"/>
</fig>
<table-wrap id="tI-ol-0-0-2980" position="float">
<label>Table I.</label>
<caption><p>Summary of patient characteristics and treatment results.</p></caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th valign="bottom" align="left">Characteristic</th>
<th valign="bottom" align="center">Value</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">Patients, n</td>
<td valign="top" align="center">35</td>
</tr>
<tr>
<td valign="top" align="left">Age, years</td>
<td/>
</tr>
<tr>
<td valign="top" align="left">&#x00A0;&#x00A0;Median</td>
<td valign="top" align="center">58</td>
</tr>
<tr>
<td valign="top" align="left">&#x00A0;&#x00A0;Range</td>
<td valign="top" align="center">30.5&#x2013;79.6</td>
</tr>
<tr>
<td valign="top" align="left">Gender, n</td>
<td/>
</tr>
<tr>
<td valign="top" align="left">&#x00A0;&#x00A0;Male</td>
<td valign="top" align="center">25</td>
</tr>
<tr>
<td valign="top" align="left">&#x00A0;&#x00A0;Female</td>
<td valign="top" align="center">10</td>
</tr>
<tr>
<td valign="top" align="left">Overall survival, months</td>
<td/>
</tr>
<tr>
<td valign="top" align="left">&#x00A0;&#x00A0;Median</td>
<td valign="top" align="center">13</td>
</tr>
<tr>
<td valign="top" align="left">&#x00A0;&#x00A0;95&#x0025;CI</td>
<td valign="top" align="center">9.7&#x2013;16.3</td>
</tr>
<tr>
<td valign="top" align="left">Time to progression, months</td>
<td/>
</tr>
<tr>
<td valign="top" align="left">&#x00A0;&#x00A0;Median</td>
<td valign="top" align="center">6</td>
</tr>
<tr>
<td valign="top" align="left">&#x00A0;&#x00A0;95&#x0025; CI</td>
<td valign="top" align="center">4.7&#x2013;7.3</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn id="tfn1-ol-0-0-2980"><p>CI, confidence interval.</p></fn>
</table-wrap-foot>
</table-wrap>
</floats-group>
</article>
