Associations of tumour somatic mutations with cancer-associated venous thromboembolism
Naomi CornishiD, Rebecca WardiD, Matthew T. WarkentiniD, Christina ThirlwelliD, Andrew David MumfordiD, Sarah K. WestburyiD, Philip HaycockiD
Abstract
BackgroundVenous thromboembolism (VTE) is a common complication of cancer. Complex interactions between tumour biology and the haemostatic system may contribute to development of cancer-associated VTE. ObjectivesThis study examined associations of somatic mutations with VTE in a large multi-cancer cohort. MethodsWe analysed paired tumour and germline whole genome sequence data and electronic health records from 12,507 cancer patients recruited to the Genomics England National Genomic Research Library, to evaluate associations of somatic mutations across 608 genes, overall tumour mutational burden (TMB) and 25 single base substitution (SBS) mutational signatures with VTE. Interactions between somatic mutations and a germline polygenic risk score for VTE were also assessed. ResultsIn multivariable Cox regressions adjusted for age, sex and genetic ancestry, somatic mutations in four genes associated with higher rates of VTE at a false-discovery rate <0.1: CDKN2A (Hazard ratio, HR=1.62 [95% confidence interval, 1.23-2.13]), KRAS (HR=1.31 [1.12-1.53]), PCDH15 (HR=1.48 [1.24-1.76]) and TP53 (HR=1.55 [1.38-1.73]). SBS8, a common mutation signature of unknown aetiology, was also associated with higher rates of VTE (HR=1.39 [1.16-1.66]). In contrast, TMB [≥]20 mutations/Mb, two DNA mismatch repair signatures (SBS6 and SBS26) and one rare signature of unknown aetiology (SBS19) associated with lower rates of VTE. Evidence for these associations remained robust after additional adjustment for tumour type, stage, and systemic anti-cancer treatment. ConclusionsThese findings support the hypothesis that tumour somatic mutations influence risk of VTE. This may provide insights into the pathophysiology of cancer-associated VTE and inform future efforts to improve clinical risk prediction.
02 /Specification & Classification
Click any tag to browse matching papers- Citations
- 1
- FWCI
- 4.56
- Field percentile
- top 8%
- Organism
- Assay
- Research Focus
- Approach
Reproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- Imprints of tumor mutation burden on chromosomes and relation to cancer risk in humans: A pan-cancer analysis
X. Li, D. Thirumalai·bioRxiv·Apr 20, 2020
- Universality of distribution of tumor mutation burden - a biomarker for the tumor evolution and disease risk
X. Li, S. Sinha, D. Thirumalai·bioRxiv·Mar 3, 2022
- Cross-Ancestry Investigation of Venous Thromboembolism Genomic Predictors
Florian Thibord, Derek M. Klarin, … Nicholas L. Smith·CirculationPeer-reviewed·Oct 17, 2022
- Genomic Landscape of Thrombosis Recurrence Risk Across Venous Thromboembolism Subtypes
Gaëlle Munsch, Florian Thibord, … David‐Alexandre Trégouët·medRxiv·Dec 2, 2024
- Venous Thromboembolism Risk in Head and Neck Cancer: Significance of the Preoperative Platelet-to-Lymphocyte Ratio
T. Tham, L. Rahman, … P. Costantino·Otolaryngology–Head and Neck SurgeryPeer-reviewed·Feb 6, 2018
- Mutational signatures associated with tobacco smoking in human cancer
Ludmil B Alexandrov, Young Seok Ju, … Michael R Stratton·SciencePeer-reviewed·Nov 4, 2016