Whole-Genome Sequencing Identifies PPARGC1A as a Putative Modifier of Cancer Risk in BRCA1/2 Mutation Carriers

Simple Summary In search of genetic factors that affect cancer risks in BRCA carriers, we carried out the first whole-genome sequencing study in a unique registry of familial ovarian cancer, selected to enrich with BRCA1/2 carriers. We are the first to survey rare variants, particularly the non-coding variants for BRCA modifier genes and identified PPARGC1A, a master regulator of mitochondrial biogenesis, as a novel putative BRCA modifier. This finding can help improve cancer risk prediction and provide personalized preventive care for BRCA carriers. Abstract While BRCA1 and BRCA2 mutations are known to confer the largest risk of breast cancer and ovarian cancer, the incomplete penetrance of the mutations and the substantial variability in age at cancer onset among carriers suggest additional factors modifying the risk of cancer in BRCA1/2 mutation carriers. To identify genetic modifiers of BRCA1/2, we carried out a whole-genome sequencing study of 66 ovarian cancer patients that were enriched with BRCA carriers, followed by validation using data from the Pan-Cancer Analysis of Whole Genomes Consortium. We found PPARGC1A, a master regulator of mitochondrial biogenesis and function, to be highly mutated in BRCA carriers, and patients with both PPARGC1A and BRCA1/2 mutations were diagnosed with breast or ovarian cancer at significantly younger ages, while the mutation status of each gene alone did not significantly associate with age of onset. Our study suggests PPARGC1A as a possible BRCA modifier gene. Upon further validation, this finding can help improve cancer risk prediction and provide personalized preventive care for BRCA carriers.

[1]  M. V. van Vugt,et al.  When breaks get hot: inflammatory signaling in BRCA1/2-mutant cancers. , 2022, Trends in cancer.

[2]  Brian J. Stevenson,et al.  Cell-autonomous inflammation of BRCA1-deficient ovarian cancers drives both tumor-intrinsic immunoreactivity and immune resistance via STING , 2021, Cell reports.

[3]  E. V. Van Allen,et al.  Detection of Pathogenic Variants With Germline Genetic Testing Using Deep Learning vs Standard Methods in Patients With Prostate Cancer and Melanoma. , 2020, JAMA.

[4]  S. Friedman,et al.  NCCN Guidelines Insights: Genetic/Familial High-Risk Assessment: Breast, Ovarian, and Pancreatic, Version 1.2020. , 2020, Journal of the National Comprehensive Cancer Network : JNCCN.

[5]  Mary Goldman,et al.  Genomic basis for RNA alterations in cancer , 2020, Nature.

[6]  J. St-Pierre,et al.  Metabolic Fitness and Plasticity in Cancer Progression. , 2020, Trends in cancer.

[7]  Ryan L. Collins,et al.  The mutational constraint spectrum quantified from variation in 141,456 humans , 2020, Nature.

[8]  Zhiping Weng,et al.  A curated benchmark of enhancer-gene interactions for evaluating enhancer-target gene prediction methods , 2019, Genome Biology.

[9]  Q. Hu,et al.  Whole‐exome sequencing of ovarian cancer families uncovers putative predisposition genes , 2019, International journal of cancer.

[10]  S. Chia,et al.  Cancer screening and prevention in BRCA mutation carriers: a missed opportunity? , 2019, British Journal of Cancer.

[11]  Qiang Hu,et al.  SeqSQC: A Bioconductor Package for Evaluating the Sample Quality of Next-generation Sequencing Data , 2019, Genom. Proteom. Bioinform..

[12]  A. Vincent-Salomon,et al.  PML-Regulated Mitochondrial Metabolism Enhances Chemosensitivity in Human Ovarian Cancers , 2019, Cell metabolism.

[13]  Thomas Colthurst,et al.  A universal SNP and small-indel variant caller using deep neural networks , 2018, Nature Biotechnology.

[14]  Steven J. M. Jones,et al.  Pathogenic Germline Variants in 10,389 Adult Cancers. , 2018, Cell.

[15]  Simon-Pierre Gravel Deciphering the Dichotomous Effects of PGC-1α on Tumorigenesis and Metastasis , 2018, Front. Oncol..

[16]  C. Marth,et al.  BRCA1/2 and TP53 mutation status associates with PD-1 and PD-L1 expression in ovarian cancer , 2018, Oncotarget.

[17]  M. Shoshan,et al.  PGC1α: Friend or Foe in Cancer? , 2018, Genes.

[18]  Icgc,et al.  Pan-cancer analysis of whole genomes , 2017, bioRxiv.

[19]  W. Chung,et al.  Risks of Breast, Ovarian, and Contralateral Breast Cancer for BRCA1 and BRCA2 Mutation Carriers , 2017, JAMA.

[20]  Doron Lancet,et al.  GeneHancer: genome-wide integration of enhancers and target genes in GeneCards , 2017, Database J. Biol. Databases Curation.

[21]  F. Cardoso,et al.  Prevention and screening in BRCA mutation carriers and other breast/ovarian hereditary cancer syndromes: ESMO Clinical Practice Guidelines for cancer prevention and screening. , 2016, Annals of oncology : official journal of the European Society for Medical Oncology.

[22]  Simon C Watkins,et al.  The Tumor Microenvironment Represses T Cell Mitochondrial Biogenesis to Drive Intratumoral T Cell Metabolic Insufficiency and Dysfunction. , 2016, Immunity.

[23]  A. Bode,et al.  The Role of PGC1α in Cancer Metabolism and its Therapeutic Implications , 2016, Molecular Cancer Therapeutics.

[24]  Xiaoyu Chen,et al.  Manta: rapid detection of structural variants and indels for germline and cancer sequencing applications , 2016, Bioinform..

[25]  Eric Talevich,et al.  CNVkit: Genome-Wide Copy Number Detection and Visualization from Targeted DNA Sequencing , 2016, PLoS Comput. Biol..

[26]  Lauren L. Ritterhouse,et al.  Association and prognostic significance of BRCA1/2-mutation status with neoantigen load, number of tumor-infiltrating lymphocytes and expression of PD-1/PD-L1 in high grade serous ovarian cancer , 2016, Oncotarget.

[27]  Alan Ashworth,et al.  BRCAness revisited , 2016, Nature Reviews Cancer.

[28]  A. Butte,et al.  Systematic pan-cancer analysis of tumour purity , 2015, Nature Communications.

[29]  Mark Yandell,et al.  Wham: Identifying Structural Variants of Biological Consequence , 2015, PLoS Comput. Biol..

[30]  Andrew Carroll,et al.  WGSA: an annotation pipeline for human genome sequencing studies , 2015, Journal of Medical Genetics.

[31]  Mark Gerstein,et al.  MetaSV: an accurate and integrative structural-variant caller for next generation sequencing , 2015, Bioinform..

[32]  Benjamin J. Raphael,et al.  Pan-Cancer Network Analysis Identifies Combinations of Rare Somatic Mutations across Pathways and Protein Complexes , 2014, Nature Genetics.

[33]  W. Huber,et al.  Moderated estimation of fold change and dispersion for RNA-seq data with DESeq2 , 2014, Genome Biology.

[34]  T. Rebbeck,et al.  Modifiers of cancer risk in BRCA1 and BRCA2 mutation carriers: systematic review and meta-analysis. , 2014, Journal of the National Cancer Institute.

[35]  Lars Feuk,et al.  The Database of Genomic Variants: a curated collection of structural variation in the human genome , 2013, Nucleic Acids Res..

[36]  Gregory A. Wyant,et al.  Transformation of the fallopian tube secretory epithelium leads to high-grade serous ovarian cancer in Brca;Tp53;Pten models. , 2013, Cancer cell.

[37]  G. Getz,et al.  Inferring tumour purity and stromal and immune cell admixture from expression data , 2013, Nature Communications.

[38]  Diana Eccles,et al.  Cancer risks for BRCA1 and BRCA2 mutation carriers: results from prospective analysis of EMBRACE. , 2013, Journal of the National Cancer Institute.

[39]  J. George,et al.  Nonequivalent Gene Expression and Copy Number Alterations in High-Grade Serous Ovarian Cancers with BRCA1 and BRCA2 Mutations , 2013, Clinical Cancer Research.

[40]  W. Chung,et al.  Genome-Wide Association Study in BRCA1 Mutation Carriers Identifies Novel Loci Associated with Breast and Ovarian Cancer Risk , 2013, PLoS genetics.

[41]  D. Altshuler,et al.  Identification of a BRCA2-Specific Modifier Locus at 6p24 Related to Breast Cancer Risk , 2013, PLoS genetics.

[42]  Ryan M. Layer,et al.  LUMPY: a probabilistic framework for structural variant discovery , 2012, Genome Biology.

[43]  M. Yi,et al.  Perturbation of Rb, p53, and Brca1 or Brca2 cooperate in inducing metastatic serous epithelial ovarian cancer. , 2012, Cancer research.

[44]  B. Karlan,et al.  Oophorectomy after Menopause and the Risk of Breast Cancer in BRCA1 and BRCA2 Mutation Carriers , 2012, Cancer Epidemiology, Biomarkers & Prevention.

[45]  Sohrab P Shah,et al.  BRCA1 and BRCA2 mutations correlate with TP53 abnormalities and presence of immune cell infiltrates in ovarian high-grade serous carcinoma , 2012, Modern Pathology.

[46]  E. Boerwinkle,et al.  dbNSFP: A Lightweight Database of Human Nonsynonymous SNPs and Their Functional Predictions , 2011, Human mutation.

[47]  R. Vierkant,et al.  Inherited Variants in Mitochondrial Biogenesis Genes May Influence Epithelial Ovarian Cancer Risk , 2011, Cancer Epidemiology, Biomarkers & Prevention.

[48]  F. Couch,et al.  Genetic variation at 9p22.2 and ovarian cancer risk for BRCA1 and BRCA2 mutation carriers. , 2011, Journal of the National Cancer Institute.

[49]  Lincoln Stein,et al.  Reactome: a database of reactions, pathways and biological processes , 2010, Nucleic Acids Res..

[50]  A. Antoniou,et al.  Genetic modifiers of cancer risk for BRCA1 and BRCA2 mutation carriers. , 2011, Annals of oncology : official journal of the European Society for Medical Oncology.

[51]  Christiana Kartsonaki,et al.  A locus on 19p13 modifies risk of breast cancer in BRCA1 mutation carriers and is associated with hormone receptor–negative breast cancer in the general population , 2010, Nature Genetics.

[52]  H. Hakonarson,et al.  ANNOVAR: functional annotation of genetic variants from high-throughput sequencing data , 2010, Nucleic acids research.

[53]  R. Cooper,et al.  Complex Segregation Analysis of Pedigrees from the Gilda Radner Familial Ovarian Cancer Registry Reveals Evidence for Mendelian Dominant Inheritance , 2009, PloS one.

[54]  Georgia Chenevix-Trench,et al.  An international initiative to identify genetic modifiers of cancer risk in BRCA1 and BRCA2 mutation carriers: the Consortium of Investigators of Modifiers of BRCA1 and BRCA2 (CIMBA) , 2007, Breast Cancer Research.

[55]  Giovanni Parmigiani,et al.  Meta-analysis of BRCA1 and BRCA2 penetrance. , 2007, Journal of clinical oncology : official journal of the American Society of Clinical Oncology.

[56]  A. Ashworth,et al.  A mouse model of basal‐like breast carcinoma with metaplastic elements , 2007, The Journal of pathology.

[57]  K. Hemminki,et al.  Associations of genetic variants in the estrogen receptor coactivators PPARGC1A, PPARGC1B and EP300 with familial breast cancer. , 2006, Carcinogenesis.

[58]  M. Pignatelli,et al.  Enhancement of BRCA1 gene expression by the peroxisome proliferator-activated receptor γ in the MCF-7 breast cancer cell line , 2003, Oncogene.

[59]  J. Hopper,et al.  Average risks of breast and ovarian cancer associated with BRCA1 or BRCA2 mutations detected in case Series unselected for family history: a combined analysis of 22 studies. , 2003, American journal of human genetics.

[60]  Tom H. Pringle,et al.  The human genome browser at UCSC. , 2002, Genome research.

[61]  S. Narod Modifiers of risk of hereditary breast and ovarian cancer , 2002, Nature Reviews Cancer.

[62]  D. Bentley,et al.  Identification of the breast cancer susceptibility gene BRCA2 , 1995, Nature.

[63]  Steven E. Bayer,et al.  A strong candidate for the breast and ovarian cancer susceptibility gene BRCA1. , 1994, Science.