1. Limited influence of germline genetic variation on all-cause mortality in women with early onset breast cancer: evidence from gene-based tests, single-marker regression, and whole-genome prediction
- Author
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Marilie D. Gammon, Maria Argos, Irene L. Andrulis, Lin Chen, Molly Scannell Bryan, Esther M. John, Jeanine M. Genkinger, O. I. Olopade, Mary Beth Terry, Jenny Chang-Claude, Farzana Jasmine, Saundra S. Buys, John L. Hopper, Kathleen E. Malone, Mary B. Daly, Muhammad G. Kibriya, Habibul Ahsan, and Dezheng Huo
- Subjects
Adult ,0301 basic medicine ,Cancer Research ,Genotyping Techniques ,Breast Neoplasms ,Biology ,Bioinformatics ,Article ,Germline ,03 medical and health sciences ,0302 clinical medicine ,Breast cancer ,Exome Sequencing ,Genetic variation ,Biomarkers, Tumor ,medicine ,Humans ,Age of Onset ,Risk factor ,Exome ,Gene ,Germ-Line Mutation ,Oligonucleotide Array Sequence Analysis ,Middle Aged ,medicine.disease ,Survival Analysis ,Regression ,030104 developmental biology ,Oncology ,030220 oncology & carcinogenesis ,Regression Analysis ,Female ,Imputation (genetics) - Abstract
Women diagnosed with breast cancer have heterogeneous survival outcomes that cannot be fully explained by known prognostic factors, and germline variation is a plausible but unconfirmed risk factor. We used three approaches to test the hypothesis that germline variation drives some differences in survival: mortality loci identification, tumor aggressiveness loci identification, and whole-genome prediction. The 2954 study participants were women diagnosed with breast cancer before age 50, with a median follow-up of 15 years who were genotyped on an exome array. We first searched for loci in gene regions that were associated with all-cause mortality. We next searched for loci in gene regions associated with five histopathological characteristics related to tumor aggressiveness. Last, we also predicted 10-year all-cause mortality on a subset of 1903 participants (3,245,343 variants after imputation) using whole-genome prediction methods. No risk loci for mortality or tumor aggressiveness were identified. This null result persisted when restricting to women with estrogen receptor-positive tumors, when examining suggestive loci in an independent study, and when restricting to previously published risk loci. Additionally, the whole-genome prediction model also found no evidence to support an association. Despite multiple complementary approaches, our study found no evidence that mortality in women with early onset breast cancer is influenced by germline variation.
- Published
- 2017