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      <abstractText>The clonal composition of a malignant tumor strongly depends on cellular dynamics influenced by the asynchronized loss of DNA repair mechanisms. Here, our aim was to identify founder mutations leading to subsequent boosts in mutation load. The overall mutation burden in 591 colorectal cancer tumors was analyzed, including the mutation status of DNA-repair genes. The number of mutations was first determined across all patients and the proportion of genes having mutation in each percentile was ranked. Early mutations in DNA repair genes preceding a mutational expansion were designated as founder mutations. Survival analysis for gene expression was performed using microarray data with available relapse-free survival. Of the 180 genes involved in DNA repair, the top five founder mutations were in PRKDC (n = 31), ATM (n = 26), POLE (n = 18), SRCAP (n = 18), and BRCA2 (n = 15). PRKDC expression was 6.4-fold higher in tumors compared to normal samples, and higher expression led to longer relapse-free survival in 1211 patients (HR = 0.72, p = 4.4 × 10−3). In an experimental setting, the mutational load resulting from UV radiation combined with inhibition of PRKDC was analyzed. Upon treatments, the mutational load exposed a significant two-fold increase. Our results suggest PRKDC as a new key gene driving tumor heterogeneity.</abstractText>
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(&lt;span class=&quot;authorship-author-name&quot;&gt;Pálinkás Hajnalka Laura&lt;/span&gt; &lt;span class=&quot;authorAux-mtmt&quot;&gt; Molekuláris biológia&lt;/span&gt;) &lt;/a&gt; &lt;/span&gt; &lt;span class=&quot;author-affil&quot;&gt;&lt;span title=&quot;Budapesti Műszaki és Gazdaságtudományi Egyetem&quot;&gt;BME&lt;/span&gt;/&lt;span title=&quot;Vegyészmérnöki és Biomérnöki Kar&quot;&gt;VBK&lt;/span&gt;/Alkalmazott Biotechnológia és Élelmiszertudományi Tanszék&lt;/span&gt; ;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;span class=&quot;author-name&quot; mtid=&quot;10045334&quot;&gt;&lt;a href=&quot;/gui2/?type=authors&amp;mode=browse&amp;sel=10045334&quot; target=&quot;_blank&quot;&gt;Pongor L. (&lt;span class=&quot;authorship-author-name&quot;&gt;Pongor Lőrinc&lt;/span&gt; &lt;span class=&quot;authorAux-mtmt&quot;&gt; Bioinformatika&lt;/span&gt;) &lt;/a&gt; &lt;/span&gt; &lt;span class=&quot;author-affil&quot;&gt;&lt;span title=&quot;Semmelweis Egyetem&quot;&gt;SE&lt;/span&gt;/&lt;span title=&quot;Általános Orvostudományi Kar&quot;&gt;AOK&lt;/span&gt;/&lt;span title=&quot;Klinikum&quot;&gt;K&lt;/span&gt;/II. Sz. Gyermekgyógyászati Klinika; &lt;span title=&quot;Semmelweis Egyetem&quot;&gt;SE&lt;/span&gt;/&lt;span title=&quot;Általános Orvostudományi Kar&quot;&gt;AOK&lt;/span&gt;/&lt;span title=&quot;Intézet&quot;&gt;I&lt;/span&gt;/Bioinformatika Tanszék&lt;/span&gt; ;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;span class=&quot;author-name&quot; &gt;Balajti M. &lt;/span&gt; ;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;span class=&quot;author-name&quot; mtid=&quot;10047679&quot;&gt;&lt;a href=&quot;/gui2/?type=authors&amp;mode=browse&amp;sel=10047679&quot; target=&quot;_blank&quot;&gt;Nagy Á. (&lt;span class=&quot;authorship-author-name&quot;&gt;Nagy Ádám&lt;/span&gt; &lt;span class=&quot;authorAux-mtmt&quot;&gt; biológia&lt;/span&gt;) &lt;/a&gt; &lt;/span&gt; &lt;span class=&quot;author-affil&quot;&gt;&lt;span title=&quot;Semmelweis Egyetem&quot;&gt;SE&lt;/span&gt;/&lt;span title=&quot;Általános Orvostudományi Kar&quot;&gt;AOK&lt;/span&gt;/&lt;span title=&quot;Klinikum&quot;&gt;K&lt;/span&gt;/II. Sz. Gyermekgyógyászati Klinika; &lt;span title=&quot;Semmelweis Egyetem&quot;&gt;SE&lt;/span&gt;/&lt;span title=&quot;Általános Orvostudományi Kar&quot;&gt;AOK&lt;/span&gt;/&lt;span title=&quot;Intézet&quot;&gt;I&lt;/span&gt;/Bioinformatika Tanszék&lt;/span&gt; ;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;span class=&quot;author-name&quot; mtid=&quot;10046690&quot;&gt;&lt;a href=&quot;/gui2/?type=authors&amp;mode=browse&amp;sel=10046690&quot; target=&quot;_blank&quot;&gt;Nagy K. (&lt;span class=&quot;authorship-author-name&quot;&gt;Nagy Kinga&lt;/span&gt; &lt;span class=&quot;authorAux-mtmt&quot;&gt; biotechnológia&lt;/span&gt;) &lt;/a&gt; &lt;/span&gt; &lt;span class=&quot;author-affil&quot;&gt;&lt;span title=&quot;Budapesti Műszaki és Gazdaságtudományi Egyetem&quot;&gt;BME&lt;/span&gt;/&lt;span title=&quot;Vegyészmérnöki és Biomérnöki Kar&quot;&gt;VBK&lt;/span&gt;/Alkalmazott Biotechnológia és Élelmiszertudományi Tanszék&lt;/span&gt; ;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;span class=&quot;author-name&quot; mtid=&quot;10018697&quot;&gt;&lt;a href=&quot;/gui2/?type=authors&amp;mode=browse&amp;sel=10018697&quot; target=&quot;_blank&quot;&gt;Békési A. (&lt;span class=&quot;authorship-author-name&quot;&gt;Békési Angéla&lt;/span&gt; &lt;span class=&quot;authorAux-mtmt&quot;&gt; Biokémia&lt;/span&gt;) &lt;/a&gt; &lt;/span&gt; &lt;span class=&quot;author-affil&quot;&gt;&lt;span title=&quot;Budapesti Műszaki és Gazdaságtudományi Egyetem&quot;&gt;BME&lt;/span&gt;/&lt;span title=&quot;Vegyészmérnöki és Biomérnöki Kar&quot;&gt;VBK&lt;/span&gt;/Alkalmazott Biotechnológia és Élelmiszertudományi Tanszék&lt;/span&gt; ;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;span class=&quot;author-name&quot; &gt;Bianchini G. &lt;/span&gt; ;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;span class=&quot;author-name&quot; mtid=&quot;10001312&quot;&gt;&lt;a href=&quot;/gui2/?type=authors&amp;mode=browse&amp;sel=10001312&quot; target=&quot;_blank&quot;&gt;Vértessy B.G. ✉ (&lt;span class=&quot;authorship-author-name&quot;&gt;Vértessy Beáta (Grolmuszné)&lt;/span&gt; &lt;span class=&quot;authorAux-mtmt&quot;&gt; Biokémia&lt;/span&gt;) &lt;/a&gt; &lt;/span&gt; &lt;span class=&quot;author-affil&quot;&gt;&lt;span title=&quot;Budapesti Műszaki és Gazdaságtudományi Egyetem&quot;&gt;BME&lt;/span&gt;/&lt;span title=&quot;Vegyészmérnöki és Biomérnöki Kar&quot;&gt;VBK&lt;/span&gt;/Alkalmazott Biotechnológia és Élelmiszertudományi Tanszék&lt;/span&gt; ;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;span class=&quot;author-name&quot; mtid=&quot;10000109&quot;&gt;&lt;a href=&quot;/gui2/?type=authors&amp;mode=browse&amp;sel=10000109&quot; target=&quot;_blank&quot;&gt;Győrffy B. ✉ (&lt;span class=&quot;authorship-author-name&quot;&gt;Győrffy Balázs&lt;/span&gt; &lt;span class=&quot;authorAux-mtmt&quot;&gt; Onkológia&lt;/span&gt;) &lt;/a&gt; &lt;/span&gt; &lt;span class=&quot;author-affil&quot;&gt;&lt;span title=&quot;Semmelweis Egyetem&quot;&gt;SE&lt;/span&gt;/&lt;span title=&quot;Általános Orvostudományi Kar&quot;&gt;AOK&lt;/span&gt;/&lt;span title=&quot;Klinikum&quot;&gt;K&lt;/span&gt;/II. Sz. Gyermekgyógyászati Klinika; &lt;span title=&quot;Természettudományi Kutatóközpont&quot;&gt;TTK&lt;/span&gt;/&lt;span title=&quot;Enzimológiai Intézet&quot;&gt;EI&lt;/span&gt;/Onkológiai Biomarker Kutatócsoport (Lendület); &lt;span title=&quot;Semmelweis Egyetem&quot;&gt;SE&lt;/span&gt;/&lt;span title=&quot;Általános Orvostudományi Kar&quot;&gt;AOK&lt;/span&gt;/&lt;span title=&quot;Intézet&quot;&gt;I&lt;/span&gt;/Bioinformatika Tanszék&lt;/span&gt; &lt;/div&gt; &lt;/div&gt; &lt;div class=&quot;title&quot;&gt;&lt;a href=&quot;/gui2/?mode=browse&amp;params=publication;32587869&quot; target=&quot;_blank&quot;&gt;Primary Founder Mutations in the PRKDC Gene Increase Tumor Mutation Load in Colorectal Cancer&lt;/a&gt;&lt;/div&gt; &lt;div&gt; &lt;span class=&quot;journal-title&quot;&gt;INTERNATIONAL JOURNAL OF MOLECULAR SCIENCES&lt;/span&gt; &lt;span class=&quot;journal-issn&quot;&gt;(&lt;a target=&quot;_blank&quot; href=&quot;https://portal.issn.org/resource/ISSN/1661-6596&quot;&gt;1661-6596&lt;/a&gt; &lt;a target=&quot;_blank&quot; href=&quot;https://portal.issn.org/resource/ISSN/1422-0067&quot;&gt;1422-0067&lt;/a&gt;)&lt;/span&gt;: &lt;span class=&quot;journal-volume&quot;&gt;23&lt;/span&gt; &lt;span class=&quot;journal-issue&quot;&gt;2&lt;/span&gt; &lt;span class=&quot;page&quot;&gt; Paper 633. 14 p. &lt;/span&gt; &lt;span class=&quot;year&quot;&gt;(2022)&lt;/span&gt; &lt;/div&gt; &lt;div class=&quot;pub-footer&quot;&gt;  &lt;span class=&quot;language&quot; xmlns=&quot;http://www.w3.org/1999/html&quot;&gt;Nyelv: Angol | &lt;/span&gt; &lt;span class=&quot;identifiers&quot;&gt; &lt;span class=&quot;id identifier oa_GOLD&quot; title=&quot; Gold &quot;&gt; &lt;a style=&quot;color:blue&quot; title=&quot;10.3390/ijms23020633&quot; target=&quot;_blank&quot; href=&quot;https://doi.org/10.3390/ijms23020633&quot;&gt; DOI &lt;/a&gt; &lt;/span&gt; &lt;span class=&quot;id identifier oa_none&quot; title=&quot;none&quot;&gt; &lt;a style=&quot;color:blue&quot; title=&quot;000758378500001&quot; target=&quot;_blank&quot; href=&quot;https://www.webofscience.com/wos/woscc/full-record/000758378500001&quot;&gt; WoS &lt;/a&gt; &lt;/span&gt; &lt;span class=&quot;id identifier oa_none&quot; title=&quot;none&quot;&gt; &lt;a style=&quot;color:blue&quot; title=&quot;85122214894&quot; target=&quot;_blank&quot; href=&quot;http://www.scopus.com/record/display.url?origin=inward&amp;eid=2-s2.0-85122214894&quot;&gt; Scopus &lt;/a&gt; &lt;/span&gt; &lt;span class=&quot;id identifier oa_none&quot; title=&quot;none&quot;&gt; &lt;a style=&quot;color:blue&quot; title=&quot;35054819&quot; target=&quot;_blank&quot; href=&quot;http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?cmd=Retrieve&amp;db=PubMed&amp;list_uids=35054819&amp;dopt=Abstract&quot;&gt; PubMed &lt;/a&gt; &lt;/span&gt; &lt;/span&gt; &lt;OnlyViewableByAuthor&gt;&lt;div class=&quot;ratings&quot;&gt; &lt;div class=&quot;journal-subject&quot;&gt;Folyóirat szakterülete: Scopus - Inorganic Chemistry&amp;nbsp;&amp;nbsp;&amp;nbsp;SJR indikátor:&amp;nbsp;D1&lt;/div&gt; &lt;div class=&quot;journal-subject&quot;&gt;Folyóirat szakterülete: Scopus - Spectroscopy&amp;nbsp;&amp;nbsp;&amp;nbsp;SJR indikátor:&amp;nbsp;D1&lt;/div&gt; &lt;div class=&quot;journal-subject&quot;&gt;Folyóirat szakterülete: Scopus - Computer Science Applications&amp;nbsp;&amp;nbsp;&amp;nbsp;SJR indikátor:&amp;nbsp;Q1&lt;/div&gt; &lt;div class=&quot;journal-subject&quot;&gt;Folyóirat szakterülete: Scopus - Medicine (miscellaneous)&amp;nbsp;&amp;nbsp;&amp;nbsp;SJR indikátor:&amp;nbsp;Q1&lt;/div&gt; &lt;div class=&quot;journal-subject&quot;&gt;Folyóirat szakterülete: Scopus - Organic Chemistry&amp;nbsp;&amp;nbsp;&amp;nbsp;SJR indikátor:&amp;nbsp;Q1&lt;/div&gt; &lt;div class=&quot;journal-subject&quot;&gt;Folyóirat szakterülete: Scopus - Physical and Theoretical Chemistry&amp;nbsp;&amp;nbsp;&amp;nbsp;SJR indikátor:&amp;nbsp;Q1&lt;/div&gt; &lt;div class=&quot;journal-subject&quot;&gt;Folyóirat szakterülete: Scopus - Catalysis&amp;nbsp;&amp;nbsp;&amp;nbsp;SJR indikátor:&amp;nbsp;Q2&lt;/div&gt; &lt;div class=&quot;journal-subject&quot;&gt;Folyóirat szakterülete: Scopus - Molecular Biology&amp;nbsp;&amp;nbsp;&amp;nbsp;SJR indikátor:&amp;nbsp;Q2&lt;/div&gt; &lt;/div&gt;&lt;/OnlyViewableByAuthor&gt; &lt;div class=&quot;publication-citation&quot; style=&quot;margin-left: 0.5cm;&quot;&gt; &lt;span title=&quot;Nyilvános idézőközlemények összesen, említések nélkül&quot; class=&quot;citingPub-count&quot;&gt;Nyilvános idéző összesen: 5&lt;/span&gt; | Független: 5 | Függő: 0 | Nem jelölt: 0 | WoS jelölt: 4 | Scopus jelölt:&amp;nbsp;3 | WoS/Scopus jelölt:&amp;nbsp;4 | DOI jelölt:&amp;nbsp;5 &lt;/div&gt;   &lt;div class=&quot;publication-citation&quot;&gt; &lt;a target=&quot;_blank&quot; href=&quot;/api/publication?cond=citations.related;eq;32587869&amp;sort=publishedYear,desc&amp;sort=title&quot;&gt; Idézett közlemények száma: 2 &lt;/a&gt; &lt;/div&gt; &lt;div class=&quot;mtid&quot;&gt;&lt;span class=&quot;long-pub-mtid&quot;&gt;Közlemény: 32587869&lt;/span&gt; | &lt;span class=&quot;status-data status-VALIDATED&quot;&gt; Egyeztetett &lt;/span&gt; Forrás Idéző | &lt;span class=&quot;type-subtype&quot;&gt;Folyóiratcikk ( Szakcikk ) &lt;/span&gt; | &lt;span class=&quot;pub-category&quot;&gt;Tudományos&lt;/span&gt; | &lt;span class=&quot;publication-sourceOfData&quot;&gt;Scopus&lt;/span&gt; &lt;/div&gt; &lt;div class=&quot;funder&quot;&gt; (K135231), (VEKOP-2.3.2-16-2017-00013) Támogató: NKTH, (2018-2.1.17-TET-KR-00001) Támogató: NKFI, (2020-1.1.6-JOVO-2021-00013), (FIEK-16-1-2016-0005), (2020-4.1.1-TKP2020) Támogató: NKFIH, (NKP-2018-1.2.1-NKP-2018-00005), (BME FIKP-BIO) &lt;/div&gt; &lt;div class=&quot;lastModified&quot;&gt;Utolsó módosítás: 2024.12.06. 19:00 Milánkovics Róbert (PTE ÁOK admin 4) &lt;/div&gt; &lt;/div&gt;&lt;/div&gt;</template2>
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