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Germline rare deleterious variant load alters cancer risk, age of onset and tumor characteristics.

Myvizhi Esai SelvanKenan OnelSacha GnjaticRobert J KleinZeynep Hülya Gümüş
Published in: NPJ precision oncology (2023)
Recent studies show that rare, deleterious variants (RDVs) in certain genes are critical determinants of heritable cancer risk. To more comprehensively understand RDVs, we performed the largest-to-date germline variant calling analysis in a case-control setting for a multi-cancer association study from whole-exome sequencing data of 20,789 participants, split into discovery and validation cohorts. We confirm and extend known associations between cancer risk and germline RDVs in specific gene-sets, including DNA repair (OR = 1.50; p-value = 8.30e-07; 95% CI: 1.28-1.77), cancer predisposition (OR = 1.51; p-value = 4.58e-08; 95% CI: 1.30-1.75), and somatic cancer drivers (OR = 1.46; p-value = 4.04e-06; 95% CI: 1.24-1.72). Furthermore, personal RDV load in these gene-sets associated with increased risk, younger age of onset, increased M1 macrophages in tumor and, increased tumor mutational burden in specific cancers. Our findings can be used towards identifying high-risk individuals, who can then benefit from increased surveillance, earlier screening, and treatments that exploit their tumor characteristics, improving prognosis.
Keyphrases
  • dna repair
  • papillary thyroid
  • copy number
  • case control
  • dna damage
  • genome wide
  • squamous cell
  • small molecule
  • squamous cell carcinoma
  • childhood cancer
  • oxidative stress
  • high throughput
  • machine learning
  • big data