Distinct telomere length and molecular signatures in seminoma and non-seminoma of testicular germ cell tumor
Abstract Testicular germ cell tumors (TGCTs) are classified into two main subtypes, seminoma (SE) and non-seminoma (NSE), but their molecular distinctions remain largely unexplored. Here, we used expression data for mRNAs and microRNAs (miRNAs) from The Cancer Genome Atlas (TCGA) to perform a system...
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Testicular germ cell tumors (TGCTs) are classified into two main subtypes, seminoma (SE) and non-seminoma (NSE), but their molecular distinctions remain largely unexplored. Here, we used expression data for mRNAs and microRNAs (miRNAs) from The Cancer Genome Atlas (TCGA) to perform a systematic investigation to explain the different telomere length (TL) features between NSE (n = 48) and SE (n = 55). We found that TL elongation was dominant in NSE, whereas TL shortening prevailed in SE. We further showed that both mRNA and miRNA expression profiles could clearly distinguish these two subtypes. Notably, four telomere-related genes (TelGenes) showed significantly higher expression and positively correlated with telomere elongation in NSE than SE: three telomerase activity-related genes (TERT, WRAP53 and MYC) and an independent telomerase activity gene (ZSCAN4). We also found that the expression of genes encoding Yamanaka factors was positively correlated with telomere lengthening in NSE. Among them, SOX2 and MYC were highly expressed in NSE versus SE, while POU5F1 and KLF4 had the opposite patterns. These results suggested that enhanced expression of both TelGenes (TERT, WRAP53, MYC and ZSCAN4) and Yamanaka factors might induce telomere elongation in NSE. Conversely, the relative lack of telomerase activation and low expression of independent telomerase activity pathway during cell division may be contributed to telomere shortening in SE. Taken together, our results revealed the potential molecular profiles and regulatory roles involving the TL difference between NSE and SE, and provided a better molecular understanding of this complex disease. |
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Testicular germ cell tumors (TGCTs) are classified into two main subtypes, seminoma (SE) and non-seminoma (NSE), but their molecular distinctions remain largely unexplored. Here, we used expression data for mRNAs and microRNAs (miRNAs) from The Cancer Genome Atlas (TCGA) to perform a systematic investigation to explain the different telomere length (TL) features between NSE (n = 48) and SE (n = 55). We found that TL elongation was dominant in NSE, whereas TL shortening prevailed in SE. We further showed that both mRNA and miRNA expression profiles could clearly distinguish these two subtypes. Notably, four telomere-related genes (TelGenes) showed significantly higher expression and positively correlated with telomere elongation in NSE than SE: three telomerase activity-related genes (TERT, WRAP53 and MYC) and an independent telomerase activity gene (ZSCAN4). We also found that the expression of genes encoding Yamanaka factors was positively correlated with telomere lengthening in NSE. Among them, SOX2 and MYC were highly expressed in NSE versus SE, while POU5F1 and KLF4 had the opposite patterns. These results suggested that enhanced expression of both TelGenes (TERT, WRAP53, MYC and ZSCAN4) and Yamanaka factors might induce telomere elongation in NSE. Conversely, the relative lack of telomerase activation and low expression of independent telomerase activity pathway during cell division may be contributed to telomere shortening in SE. Taken together, our results revealed the potential molecular profiles and regulatory roles involving the TL difference between NSE and SE, and provided a better molecular understanding of this complex disease.</description><identifier>ISSN: 1467-5463</identifier><identifier>EISSN: 1477-4054</identifier><identifier>DOI: 10.1093/bib/bby020</identifier><identifier>PMID: 29579225</identifier><language>eng</language><publisher>England: Oxford University Press</publisher><subject>Cell division ; Computational Biology ; Elongation ; Gene expression ; Gene Regulatory Networks ; Genes ; Genomes ; Humans ; KLF4 protein ; Male ; MicroRNAs ; MicroRNAs - genetics ; miRNA ; Models, Genetic ; mRNA ; Myc protein ; Neoplasms, Germ Cell and Embryonal - genetics ; Oct-4 protein ; Review ; RNA, Messenger - genetics ; Seminoma ; Seminoma - genetics ; Telomerase ; Telomere Homeostasis - genetics ; Telomere Shortening - genetics ; Telomeres ; Testes ; Testicular Neoplasms - genetics ; Transcriptome ; Tumors ; Yeast</subject><ispartof>Briefings in bioinformatics, 2019-07, Vol.20 (4), p.1502-1512</ispartof><rights>The Author(s) 2018. Published by Oxford University Press. All rights reserved. For permissions, please email: journals.permissions@oup.com 2018</rights><rights>The Author(s) 2018. Published by Oxford University Press. All rights reserved. For permissions, please email: journals.permissions@oup.com.</rights><rights>The Author(s) 2018. Published by Oxford University Press. All rights reserved. For permissions, please email: journals.permissions@oup.com</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c436t-eafd8bb17326ac6fec0321ca617c863cf01acfce458b6009639342daf031edc73</citedby><cites>FETCH-LOGICAL-c436t-eafd8bb17326ac6fec0321ca617c863cf01acfce458b6009639342daf031edc73</cites><orcidid>0000-0002-3477-0914 ; 0000-0003-2169-0808</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC6781582/pdf/$$EPDF$$P50$$Gpubmedcentral$$H</linktopdf><linktohtml>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC6781582/$$EHTML$$P50$$Gpubmedcentral$$H</linktohtml><link.rule.ids>230,314,723,776,780,881,1598,27903,27904,53770,53772</link.rule.ids><linktorsrc>$$Uhttps://dx.doi.org/10.1093/bib/bby020$$EView_record_in_Oxford_University_Press$$FView_record_in_$$GOxford_University_Press</linktorsrc><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/29579225$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Sun, Hua</creatorcontrib><creatorcontrib>Kim, Pora</creatorcontrib><creatorcontrib>Jia, Peilin</creatorcontrib><creatorcontrib>Park, Ae Kyung</creatorcontrib><creatorcontrib>Liang, Han</creatorcontrib><creatorcontrib>Zhao, Zhongming</creatorcontrib><title>Distinct telomere length and molecular signatures in seminoma and non-seminoma of testicular germ cell tumor</title><title>Briefings in bioinformatics</title><addtitle>Brief Bioinform</addtitle><description>Abstract
Testicular germ cell tumors (TGCTs) are classified into two main subtypes, seminoma (SE) and non-seminoma (NSE), but their molecular distinctions remain largely unexplored. Here, we used expression data for mRNAs and microRNAs (miRNAs) from The Cancer Genome Atlas (TCGA) to perform a systematic investigation to explain the different telomere length (TL) features between NSE (n = 48) and SE (n = 55). We found that TL elongation was dominant in NSE, whereas TL shortening prevailed in SE. We further showed that both mRNA and miRNA expression profiles could clearly distinguish these two subtypes. Notably, four telomere-related genes (TelGenes) showed significantly higher expression and positively correlated with telomere elongation in NSE than SE: three telomerase activity-related genes (TERT, WRAP53 and MYC) and an independent telomerase activity gene (ZSCAN4). We also found that the expression of genes encoding Yamanaka factors was positively correlated with telomere lengthening in NSE. Among them, SOX2 and MYC were highly expressed in NSE versus SE, while POU5F1 and KLF4 had the opposite patterns. These results suggested that enhanced expression of both TelGenes (TERT, WRAP53, MYC and ZSCAN4) and Yamanaka factors might induce telomere elongation in NSE. Conversely, the relative lack of telomerase activation and low expression of independent telomerase activity pathway during cell division may be contributed to telomere shortening in SE. Taken together, our results revealed the potential molecular profiles and regulatory roles involving the TL difference between NSE and SE, and provided a better molecular understanding of this complex disease.</description><subject>Cell division</subject><subject>Computational Biology</subject><subject>Elongation</subject><subject>Gene expression</subject><subject>Gene Regulatory Networks</subject><subject>Genes</subject><subject>Genomes</subject><subject>Humans</subject><subject>KLF4 protein</subject><subject>Male</subject><subject>MicroRNAs</subject><subject>MicroRNAs - genetics</subject><subject>miRNA</subject><subject>Models, Genetic</subject><subject>mRNA</subject><subject>Myc protein</subject><subject>Neoplasms, Germ Cell and Embryonal - genetics</subject><subject>Oct-4 protein</subject><subject>Review</subject><subject>RNA, Messenger - genetics</subject><subject>Seminoma</subject><subject>Seminoma - genetics</subject><subject>Telomerase</subject><subject>Telomere Homeostasis - genetics</subject><subject>Telomere Shortening - genetics</subject><subject>Telomeres</subject><subject>Testes</subject><subject>Testicular Neoplasms - genetics</subject><subject>Transcriptome</subject><subject>Tumors</subject><subject>Yeast</subject><issn>1467-5463</issn><issn>1477-4054</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2019</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><recordid>eNp9kUtLJDEUhYMovsbN_IAhIMIglJ1HVapqMzD0zKgguBnXIZW-1R3JoyepEvrfm7a0cVy4Srj5cu499yD0lZIrSlo-60w367oNYWQPHdOyrouSVOX-9i7qoioFP0InKT2STNQNPURHrK3qlrHqGNlfJg3G6wEPYIODCNiCXw4rrPwCu2BBj1ZFnMzSq2GMkLDxOIEzPjj1Avngi10h9FkoK06_lhAd1mAtHkYX4hd00Cub4Oz1PEUPf37_nd8Ud_fXt_Ofd4UuuRgKUP2i6TpacyaUFj1owhnVStBaN4LrnlClew1l1XSCkFbwlpdsoXrCKSx0zU_Rj0l3PXYuV8APUVm5jsapuJFBGfn_izcruQxPUuT1VA3LAt9fBWL4N2Y_0pm09aE8hDFJRmhLcnu-Rc8_oI9hjD7bk3nLFWMtEW2mLidKx5BShH43DCVyG6LMIcopxAx_ez_-Dn1LLQMXExDG9WdCz_nYqBU</recordid><startdate>20190719</startdate><enddate>20190719</enddate><creator>Sun, Hua</creator><creator>Kim, Pora</creator><creator>Jia, Peilin</creator><creator>Park, Ae Kyung</creator><creator>Liang, Han</creator><creator>Zhao, Zhongming</creator><general>Oxford University Press</general><general>Oxford Publishing Limited (England)</general><scope>CGR</scope><scope>CUY</scope><scope>CVF</scope><scope>ECM</scope><scope>EIF</scope><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7QO</scope><scope>7SC</scope><scope>8FD</scope><scope>FR3</scope><scope>JQ2</scope><scope>K9.</scope><scope>L7M</scope><scope>L~C</scope><scope>L~D</scope><scope>P64</scope><scope>RC3</scope><scope>7X8</scope><scope>5PM</scope><orcidid>https://orcid.org/0000-0002-3477-0914</orcidid><orcidid>https://orcid.org/0000-0003-2169-0808</orcidid></search><sort><creationdate>20190719</creationdate><title>Distinct telomere length and molecular signatures in seminoma and non-seminoma of testicular germ cell tumor</title><author>Sun, Hua ; Kim, Pora ; Jia, Peilin ; Park, Ae Kyung ; Liang, Han ; Zhao, Zhongming</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c436t-eafd8bb17326ac6fec0321ca617c863cf01acfce458b6009639342daf031edc73</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2019</creationdate><topic>Cell division</topic><topic>Computational Biology</topic><topic>Elongation</topic><topic>Gene expression</topic><topic>Gene Regulatory Networks</topic><topic>Genes</topic><topic>Genomes</topic><topic>Humans</topic><topic>KLF4 protein</topic><topic>Male</topic><topic>MicroRNAs</topic><topic>MicroRNAs - genetics</topic><topic>miRNA</topic><topic>Models, Genetic</topic><topic>mRNA</topic><topic>Myc protein</topic><topic>Neoplasms, Germ Cell and Embryonal - genetics</topic><topic>Oct-4 protein</topic><topic>Review</topic><topic>RNA, Messenger - genetics</topic><topic>Seminoma</topic><topic>Seminoma - genetics</topic><topic>Telomerase</topic><topic>Telomere Homeostasis - genetics</topic><topic>Telomere Shortening - genetics</topic><topic>Telomeres</topic><topic>Testes</topic><topic>Testicular Neoplasms - genetics</topic><topic>Transcriptome</topic><topic>Tumors</topic><topic>Yeast</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Sun, Hua</creatorcontrib><creatorcontrib>Kim, Pora</creatorcontrib><creatorcontrib>Jia, Peilin</creatorcontrib><creatorcontrib>Park, Ae Kyung</creatorcontrib><creatorcontrib>Liang, Han</creatorcontrib><creatorcontrib>Zhao, Zhongming</creatorcontrib><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>Biotechnology Research Abstracts</collection><collection>Computer and Information Systems Abstracts</collection><collection>Technology Research Database</collection><collection>Engineering Research Database</collection><collection>ProQuest Computer Science Collection</collection><collection>ProQuest Health & Medical Complete (Alumni)</collection><collection>Advanced Technologies Database with Aerospace</collection><collection>Computer and Information Systems Abstracts Academic</collection><collection>Computer and Information Systems Abstracts Professional</collection><collection>Biotechnology and BioEngineering Abstracts</collection><collection>Genetics Abstracts</collection><collection>MEDLINE - Academic</collection><collection>PubMed Central (Full Participant titles)</collection><jtitle>Briefings in bioinformatics</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext_linktorsrc</fulltext></delivery><addata><au>Sun, Hua</au><au>Kim, Pora</au><au>Jia, Peilin</au><au>Park, Ae Kyung</au><au>Liang, Han</au><au>Zhao, Zhongming</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Distinct telomere length and molecular signatures in seminoma and non-seminoma of testicular germ cell tumor</atitle><jtitle>Briefings in bioinformatics</jtitle><addtitle>Brief Bioinform</addtitle><date>2019-07-19</date><risdate>2019</risdate><volume>20</volume><issue>4</issue><spage>1502</spage><epage>1512</epage><pages>1502-1512</pages><issn>1467-5463</issn><eissn>1477-4054</eissn><abstract>Abstract
Testicular germ cell tumors (TGCTs) are classified into two main subtypes, seminoma (SE) and non-seminoma (NSE), but their molecular distinctions remain largely unexplored. Here, we used expression data for mRNAs and microRNAs (miRNAs) from The Cancer Genome Atlas (TCGA) to perform a systematic investigation to explain the different telomere length (TL) features between NSE (n = 48) and SE (n = 55). We found that TL elongation was dominant in NSE, whereas TL shortening prevailed in SE. We further showed that both mRNA and miRNA expression profiles could clearly distinguish these two subtypes. Notably, four telomere-related genes (TelGenes) showed significantly higher expression and positively correlated with telomere elongation in NSE than SE: three telomerase activity-related genes (TERT, WRAP53 and MYC) and an independent telomerase activity gene (ZSCAN4). We also found that the expression of genes encoding Yamanaka factors was positively correlated with telomere lengthening in NSE. Among them, SOX2 and MYC were highly expressed in NSE versus SE, while POU5F1 and KLF4 had the opposite patterns. These results suggested that enhanced expression of both TelGenes (TERT, WRAP53, MYC and ZSCAN4) and Yamanaka factors might induce telomere elongation in NSE. Conversely, the relative lack of telomerase activation and low expression of independent telomerase activity pathway during cell division may be contributed to telomere shortening in SE. Taken together, our results revealed the potential molecular profiles and regulatory roles involving the TL difference between NSE and SE, and provided a better molecular understanding of this complex disease.</abstract><cop>England</cop><pub>Oxford University Press</pub><pmid>29579225</pmid><doi>10.1093/bib/bby020</doi><tpages>11</tpages><orcidid>https://orcid.org/0000-0002-3477-0914</orcidid><orcidid>https://orcid.org/0000-0003-2169-0808</orcidid><oa>free_for_read</oa></addata></record> |
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subjects | Cell division Computational Biology Elongation Gene expression Gene Regulatory Networks Genes Genomes Humans KLF4 protein Male MicroRNAs MicroRNAs - genetics miRNA Models, Genetic mRNA Myc protein Neoplasms, Germ Cell and Embryonal - genetics Oct-4 protein Review RNA, Messenger - genetics Seminoma Seminoma - genetics Telomerase Telomere Homeostasis - genetics Telomere Shortening - genetics Telomeres Testes Testicular Neoplasms - genetics Transcriptome Tumors Yeast |
title | Distinct telomere length and molecular signatures in seminoma and non-seminoma of testicular germ cell tumor |
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