Youdinghuan Chen, Lucas A. Salas, Jonathan D. Marotti, Nicole P. Jenkins, Chao Cheng, Todd W. Miller, Arminja N. Kettenbach, Brock C. Christensen
{"title":"广泛的表观基因组失调是三阴性乳腺癌同源重组缺乏的标志。","authors":"Youdinghuan Chen, Lucas A. Salas, Jonathan D. Marotti, Nicole P. Jenkins, Chao Cheng, Todd W. Miller, Arminja N. Kettenbach, Brock C. Christensen","doi":"10.1002/ijc.35274","DOIUrl":null,"url":null,"abstract":"<p>Triple-negative breast cancer (TNBC) is the most aggressive breast cancer subtype with substantial disease heterogeneity, limited treatment options, and dismal clinical outcomes. Some TNBCs display homologous recombination deficiency (HRD), a phenotype with elevated genomic burden and worse prognosis if left untreated but chemotherapeutic sensitivity. While the molecular landscape of TNBC is distinct from other breast cancer subtypes, the TNBC-specific link between HRD and epigenome-wide methylation has not been established. This study reports two independent cohorts of TNBC tumors (<i>n</i> = 32 and <i>n</i> = 58) with HRD and epigenomic landscapes measured by the Multiplex Ligation-dependent Probe Amplification assay and the Illumina MethylationEPIC arrays, respectively. Genome-wide copy number and methylation alterations were significantly higher in HRD (all <i>p</i> <.05). Methylation of genome-wide repeat element <i>Alu</i> and transcriptional regulatory regions were significantly lower in HRD (all <i>p</i> <.05). An age-adjusted epigenome-wide association study of the continuous HRD probability scores revealed significant loci (all FDR <0.05) that were depleted from the CpG-rich “island” regions often seen in gene promoters but enriched in the CpG-poor “open sea” regions localized to gene enhancers. The significant loci implicated well-known candidate genes involved in the epithelial-to-mesenchymal transition, Wnt signaling, and DNA damage response. Supervised machine learning of HRD with nucleotide-specific methylation as the input enabled clinically relevant tumor stratification. Taken together, this study provides novel biological and translational insights into HRD in TNBCs.</p>","PeriodicalId":180,"journal":{"name":"International Journal of Cancer","volume":"156 6","pages":"1191-1202"},"PeriodicalIF":5.7000,"publicationDate":"2024-12-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Extensive epigenomic dysregulation is a hallmark of homologous recombination deficiency in triple-negative breast cancer\",\"authors\":\"Youdinghuan Chen, Lucas A. Salas, Jonathan D. Marotti, Nicole P. Jenkins, Chao Cheng, Todd W. Miller, Arminja N. Kettenbach, Brock C. Christensen\",\"doi\":\"10.1002/ijc.35274\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p>Triple-negative breast cancer (TNBC) is the most aggressive breast cancer subtype with substantial disease heterogeneity, limited treatment options, and dismal clinical outcomes. Some TNBCs display homologous recombination deficiency (HRD), a phenotype with elevated genomic burden and worse prognosis if left untreated but chemotherapeutic sensitivity. While the molecular landscape of TNBC is distinct from other breast cancer subtypes, the TNBC-specific link between HRD and epigenome-wide methylation has not been established. This study reports two independent cohorts of TNBC tumors (<i>n</i> = 32 and <i>n</i> = 58) with HRD and epigenomic landscapes measured by the Multiplex Ligation-dependent Probe Amplification assay and the Illumina MethylationEPIC arrays, respectively. Genome-wide copy number and methylation alterations were significantly higher in HRD (all <i>p</i> <.05). Methylation of genome-wide repeat element <i>Alu</i> and transcriptional regulatory regions were significantly lower in HRD (all <i>p</i> <.05). An age-adjusted epigenome-wide association study of the continuous HRD probability scores revealed significant loci (all FDR <0.05) that were depleted from the CpG-rich “island” regions often seen in gene promoters but enriched in the CpG-poor “open sea” regions localized to gene enhancers. The significant loci implicated well-known candidate genes involved in the epithelial-to-mesenchymal transition, Wnt signaling, and DNA damage response. Supervised machine learning of HRD with nucleotide-specific methylation as the input enabled clinically relevant tumor stratification. Taken together, this study provides novel biological and translational insights into HRD in TNBCs.</p>\",\"PeriodicalId\":180,\"journal\":{\"name\":\"International Journal of Cancer\",\"volume\":\"156 6\",\"pages\":\"1191-1202\"},\"PeriodicalIF\":5.7000,\"publicationDate\":\"2024-12-05\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"International Journal of Cancer\",\"FirstCategoryId\":\"3\",\"ListUrlMain\":\"https://onlinelibrary.wiley.com/doi/10.1002/ijc.35274\",\"RegionNum\":2,\"RegionCategory\":\"医学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"ONCOLOGY\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"International Journal of Cancer","FirstCategoryId":"3","ListUrlMain":"https://onlinelibrary.wiley.com/doi/10.1002/ijc.35274","RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"ONCOLOGY","Score":null,"Total":0}
Extensive epigenomic dysregulation is a hallmark of homologous recombination deficiency in triple-negative breast cancer
Triple-negative breast cancer (TNBC) is the most aggressive breast cancer subtype with substantial disease heterogeneity, limited treatment options, and dismal clinical outcomes. Some TNBCs display homologous recombination deficiency (HRD), a phenotype with elevated genomic burden and worse prognosis if left untreated but chemotherapeutic sensitivity. While the molecular landscape of TNBC is distinct from other breast cancer subtypes, the TNBC-specific link between HRD and epigenome-wide methylation has not been established. This study reports two independent cohorts of TNBC tumors (n = 32 and n = 58) with HRD and epigenomic landscapes measured by the Multiplex Ligation-dependent Probe Amplification assay and the Illumina MethylationEPIC arrays, respectively. Genome-wide copy number and methylation alterations were significantly higher in HRD (all p <.05). Methylation of genome-wide repeat element Alu and transcriptional regulatory regions were significantly lower in HRD (all p <.05). An age-adjusted epigenome-wide association study of the continuous HRD probability scores revealed significant loci (all FDR <0.05) that were depleted from the CpG-rich “island” regions often seen in gene promoters but enriched in the CpG-poor “open sea” regions localized to gene enhancers. The significant loci implicated well-known candidate genes involved in the epithelial-to-mesenchymal transition, Wnt signaling, and DNA damage response. Supervised machine learning of HRD with nucleotide-specific methylation as the input enabled clinically relevant tumor stratification. Taken together, this study provides novel biological and translational insights into HRD in TNBCs.
期刊介绍:
The International Journal of Cancer (IJC) is the official journal of the Union for International Cancer Control—UICC; it appears twice a month. IJC invites submission of manuscripts under a broad scope of topics relevant to experimental and clinical cancer research and publishes original Research Articles and Short Reports under the following categories:
-Cancer Epidemiology-
Cancer Genetics and Epigenetics-
Infectious Causes of Cancer-
Innovative Tools and Methods-
Molecular Cancer Biology-
Tumor Immunology and Microenvironment-
Tumor Markers and Signatures-
Cancer Therapy and Prevention