JNCI Journal of the National Cancer InstituteGenetic & Genomic MedicinePeer-reviewed journal article
Genetic analysis of lung cancer reveals novel susceptibility loci and germline impact on somatic mutation burden
Aurélie AG GabrieliD, Joshua Ronald AtkinsiD, Ricardo Cortez Cardoso PenhaiD, Karl Smith-ByrneiD, Valérie GaborieauiD, Catherine VoegeleiD, Behnoush Abedi‐ArdekaniiD, Maja MilojeviciD, Robert OlasoiD, Vincent MeyeriD, Anne BolandiD, Jean‐François DeleuzeiD, David Georgievich ZaridzeiD, Мукерия Ануш ФеликсовнаiD, Beata ŚwiątkowskaiD, Vladimir JanoutiD, Miriam SchejbalováiD, Dana MateșiD, Jelena M. StojšićiD, Miodrag OgnjanoviciD, John S. WitteiD, Sara R. RashkiniD, Linda KachuriiD, Rayjean J. HungiD, Siddhartha KariD, , James McKayiD
- Citations
- 25
- FWCI
- 0.85
- Field percentile
- top 34%
Abstract
Germline genetic variants are involved in lung cancer (LC) susceptibility. Previous genome-wide association studies (GWAS) have implicated genes involved in smoking propensity and DNA repair but further work is required to identify additional LC susceptibility variants and to investigate LC disease development dynamics. We have undertaken a family history-based genome-wide association (GWAx) study of LC, analysing 48,843 European cases with a parent/sibling with LC compared to 195,387 controls from the UK Biobank. This was meta-analysed with previously described LC GWAS results. We performed Polygenic Risk Scores (PRS) analyses and further evaluated the PRS influence on the somatic environment in exome (N=736) and genome sequencing (N=61) profiled cohorts. Eight novel loci were identified including DNA repair genes (CHEK1, MDM4), metabolic genes (CYP1A1) and variants that were also associated with smoking propensity, such as both subunits of the neuronal 4{beta}2 nicotinic acetylcholine receptor (CHRNA4 and CHRNB2). PRS analysis demonstrated that variants related to eQTLs and/or smoking propensity are enriched for susceptibility variants, including variants below genome-wide significant threshold. PRS of LC variants related to smoking propensity were associated with somatic mutation burden in two case cohorts, with individuals with higher polygenic genetic risk having increased numbers of somatic mutations in their lung tumours. This study has expanded the number of susceptibility loci linked with LC and provided insights into the molecular mechanisms by which these susceptibility variants contribute to the development of lung cancer.
- organism: human
- assay: whole-exome sequencing
- assay: whole-genome sequencing
- research focus: GWAS / association mapping
- approach: statistical model
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