BMC Cancer · 2023 · 10 citations · 35 references
MedicineGeneticsOncologyCancer EpidemiologyEpidemiologic MethodsEpidemiologyBladder CancerCancer RiskGenetic RiskGenetic Risk AssessmentGenetic Risk FactorsGenitourinary Cancer EpidemiologyCox RegressionGenetic Risk MarkersGenetic Risk StratificationGenetic Risk VariantsPolygenic Risk Score ConstructionPolygenic Score ModelingSingle-nucleotide Polymorphism Risk AnalysisSingle-nucleotide Polymorphisms
BACKGROUND: Genetic and lifestyle factors both contribute to the pathogenesis of bladder cancer, but the extent to which the increased genetic risk can be mitigated by adhering to a healthy lifestyle remains unclear. We aimed to investigate the association of combined lifestyle factors with bladder cancer risk within genetic risk groups. METHODS: We conducted a prospective study of 375 998 unrelated participants of European ancestry with genotype and lifestyle data and free of cancer from the UK biobank. We generated a polygenic risk score (PRS) using 16 single nucleotide polymorphisms and a healthy lifestyle score based on body weight, smoking status, physical activity, and diet. Cox models were fitted to estimate the hazard ratios (HRs) and 95% confidence intervals (CIs) of genetic and lifestyle factors on bladder cancer. RESULTS: During a median follow-up of 11.8 years, 880 participants developed bladder cancer. Compared with those with low PRS, participants with intermediate and high PRS had a higher risk of bladder cancer (HR 1.29, 95% CI 1.07-1.56; HR 1.63, 95% CI 1.32-2.02, respectively). An optimal lifestyle was associated with an approximately 50% lower risk of bladder cancer than a poor lifestyle across all genetic strata. Participants with a high genetic risk and a poor lifestyle had 3.6-fold elevated risk of bladder cancer compared with those with a low genetic risk and an optimal lifestyle (HR 3.63, 95% CI 2.23 -5.91). CONCLUSIONS: Adhering to a healthy lifestyle could substantially reduce the bladder cancer risk across all genetic strata, even for high-genetic risk individuals. For all populations, adopting an intermediate lifestyle is more beneficial than a poor one, and adhering to an optimal lifestyle is the ideal effective strategy for bladder cancer prevention.
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The UK Biobank resource with deep phenotyping and genomic data
Clare Bycroft, Colin Freeman, Desislava Petkova et al. · Nature · 2018 · 9.7K citations · Full text
Genetic Risk, Adherence to a Healthy Lifestyle, and Coronary Disease
Amit V. Khera, Connor A. Emdin, Isabel Drake et al. · New England Journal of Medicine · 2016 · 1.5K citations · Full text
Medicine, Cardiology, Genetics +17