Related Experiment Video
Updated: Jan 20, 2026

An R-Based Landscape Validation of a Competing Risk Model
Published on: September 16, 2022
Establishing a valid approach for estimating familial risk of cancer explained by common genetic variants
Korbinian Weigl1,2, Jenny Chang-Claude3,4, Li Hsu5
1Division of Clinical Epidemiology and Aging Research, German Cancer Research Center (DKFZ), Heidelberg, Germany.
Abstract:
We critically examined existing approaches for the estimation of the excess familial risk of cancer that can be attributed to identified common genetic risk variants and propose an alternative, more straightforward approach for calculating this proportion using well-established epidemiological methodology. We applied the underlying equations of the traditional approaches and the new epidemiological approach for colorectal cancer (CRC) in a large population-based case-control study in Germany with 4,447 cases and 3,480 controls, who were recruited from 2003 to 2016 and for whom interview, medical and genomic data were available. Having a family history of CRC (FH) was associated with a 1.77-fold risk increase in our study population (95% CI 1.52-2.07). Traditional approaches yielded estimates of the FH-associated risk explained by 97 common genetics variants from 9.6% to 23.1%, depending on various assumptions. Our alternative approach resulted in smaller and more consistent estimates of this proportion, ranging from 5.4% to 14.3%. Commonly employed methods may lead to strongly divergent and possibly exaggerated estimates of excess familial risk of cancer explained by associated known common genetic variants. Our results suggest that familial risk and risk associated with known common genetic variants might reflect two complementary major sources of risk.
Related Concept Videos
05:37An R-Based Landscape Validation of a Competing Risk Model
Protein Families
An Overview of Genetics and Disease
04:57Establishing a Competing Risk Regression Nomogram Model for Survival Data
05:51A Strategy to Identify de Novo Mutations in Common Disorders such as Autism and Schizophrenia
Gene Families
Occasionally these regions can be adapted to take on new roles within the organism, becoming novel genes...

