Daniele Pepe, Xander Janssens, Kalina Timcheva, Grecia M Marrón-Liñares, Benno Verbelen, Vasileios Konstantakos, Dylan De Groote, Jolien De Bie, Amber Verhasselt, Barbara Dewaele, Arne Godderis, Charlotte Cools, Mireia Franco-Tolsau, Jonathan Royaert, Jelle Verbeeck, Kim R Kampen, Karthik Subramanian, David Cabrerizo Granados, Gerben Menschaert, Kim De Keersmaecker
{"title":"基于表达RNA转录物的癌症突变重新注释揭示了黑色素瘤中功能性非编码突变。","authors":"Daniele Pepe, Xander Janssens, Kalina Timcheva, Grecia M Marrón-Liñares, Benno Verbelen, Vasileios Konstantakos, Dylan De Groote, Jolien De Bie, Amber Verhasselt, Barbara Dewaele, Arne Godderis, Charlotte Cools, Mireia Franco-Tolsau, Jonathan Royaert, Jelle Verbeeck, Kim R Kampen, Karthik Subramanian, David Cabrerizo Granados, Gerben Menschaert, Kim De Keersmaecker","doi":"10.1016/j.ajhg.2025.04.005","DOIUrl":null,"url":null,"abstract":"<p><p>The role of synonymous mutations in cancer pathogenesis is currently underexplored. We developed a method to detect significant clusters of synonymous and missense mutations in public cancer genomics data. In melanoma, we show that 22% (11/50) of these mutation clusters are misannotated as coding mutations because the reference transcripts used for their annotation are not expressed. Instead, these mutations are actually non-coding. This, for instance, applies to the mutation clusters targeting known cancer genes kinetochore localized astrin (SPAG5) binding protein (KNSTRN) and BCL2-like 12 (BCL2L12), each affecting 4%-5% of melanoma tumors. For the latter, we show that these mutations are functional non-coding mutations that target the shared promoter region of interferon regulatory factor 3 (IRF3) and BCL2L12. This results in downregulation of IRF3, BCL2L12, and tumor protein p53 (TP53) expression in a CRISPR-Cas9 primary melanocyte model and in melanoma tumors. In individuals with melanoma, these mutations were also associated with a worse response to immunotherapy. Finally, we propose a simple automated method to more accurately annotate cancer mutations based on expressed transcripts. This work shows the importance of integrating DNA- and RNA-sequencing data to properly annotate mutations and identifies a number of previously overlooked and wrongly annotated functional non-coding mutations in melanoma.</p>","PeriodicalId":7659,"journal":{"name":"American journal of human genetics","volume":" ","pages":""},"PeriodicalIF":8.1000,"publicationDate":"2025-05-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Reannotation of cancer mutations based on expressed RNA transcripts reveals functional non-coding mutations in melanoma.\",\"authors\":\"Daniele Pepe, Xander Janssens, Kalina Timcheva, Grecia M Marrón-Liñares, Benno Verbelen, Vasileios Konstantakos, Dylan De Groote, Jolien De Bie, Amber Verhasselt, Barbara Dewaele, Arne Godderis, Charlotte Cools, Mireia Franco-Tolsau, Jonathan Royaert, Jelle Verbeeck, Kim R Kampen, Karthik Subramanian, David Cabrerizo Granados, Gerben Menschaert, Kim De Keersmaecker\",\"doi\":\"10.1016/j.ajhg.2025.04.005\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><p>The role of synonymous mutations in cancer pathogenesis is currently underexplored. We developed a method to detect significant clusters of synonymous and missense mutations in public cancer genomics data. In melanoma, we show that 22% (11/50) of these mutation clusters are misannotated as coding mutations because the reference transcripts used for their annotation are not expressed. Instead, these mutations are actually non-coding. This, for instance, applies to the mutation clusters targeting known cancer genes kinetochore localized astrin (SPAG5) binding protein (KNSTRN) and BCL2-like 12 (BCL2L12), each affecting 4%-5% of melanoma tumors. For the latter, we show that these mutations are functional non-coding mutations that target the shared promoter region of interferon regulatory factor 3 (IRF3) and BCL2L12. This results in downregulation of IRF3, BCL2L12, and tumor protein p53 (TP53) expression in a CRISPR-Cas9 primary melanocyte model and in melanoma tumors. 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Reannotation of cancer mutations based on expressed RNA transcripts reveals functional non-coding mutations in melanoma.
The role of synonymous mutations in cancer pathogenesis is currently underexplored. We developed a method to detect significant clusters of synonymous and missense mutations in public cancer genomics data. In melanoma, we show that 22% (11/50) of these mutation clusters are misannotated as coding mutations because the reference transcripts used for their annotation are not expressed. Instead, these mutations are actually non-coding. This, for instance, applies to the mutation clusters targeting known cancer genes kinetochore localized astrin (SPAG5) binding protein (KNSTRN) and BCL2-like 12 (BCL2L12), each affecting 4%-5% of melanoma tumors. For the latter, we show that these mutations are functional non-coding mutations that target the shared promoter region of interferon regulatory factor 3 (IRF3) and BCL2L12. This results in downregulation of IRF3, BCL2L12, and tumor protein p53 (TP53) expression in a CRISPR-Cas9 primary melanocyte model and in melanoma tumors. In individuals with melanoma, these mutations were also associated with a worse response to immunotherapy. Finally, we propose a simple automated method to more accurately annotate cancer mutations based on expressed transcripts. This work shows the importance of integrating DNA- and RNA-sequencing data to properly annotate mutations and identifies a number of previously overlooked and wrongly annotated functional non-coding mutations in melanoma.
期刊介绍:
The American Journal of Human Genetics (AJHG) is a monthly journal published by Cell Press, chosen by The American Society of Human Genetics (ASHG) as its premier publication starting from January 2008. AJHG represents Cell Press's first society-owned journal, and both ASHG and Cell Press anticipate significant synergies between AJHG content and that of other Cell Press titles.