Association Between Allostatic Load, Genetic Susceptibility, and Liver Cancer Incidence: A Large‐Scale Prospective Cohort Study

Allostatic load (AL) reflects the cumulative physiological burden of chronic stress throughout life, potentially influencing cancer onset and prognosis. However, its association with primary liver cancer (PLC) risk and potential interaction with genetic susceptibility remains unclear. To investigate this, we analyzed 374,632 UK Biobank participants. AL was evaluated using a composite score of 13 cardiovascular, metabolic, and immune biomarkers, while a weighted polygenic risk score (PRS) categorized genetic susceptibility. Multivariable Cox proportional hazards models and restricted cubic splines were utilized to estimate hazard ratios (HRs) and evaluate dose-response relationships. Over a median 12.4-year follow-up, a significant dose-response correlation between AL and PLC risk was observed. In the fully adjusted model, a 1-unit increase in AL was associated with a 17% increased risk (HR = 1.17, 95% CI: 1.12-1.23), and participants in the highest AL quartile exhibited a 2.60-times higher risk than those in the lowest (HR = 2.60, 95% CI: 1.72-3.95). Despite no multiplicative interaction, stratified analyses revealed AL's impact was most substantial in individuals with intermediate genetic risk (HR = 2.00, 95% CI: 1.38-2.90), who constitute the population majority. Additionally, the risk was heightened in overweight/obese individuals and more pronounced among non-smokers. Ultimately, cumulative physiological stress, indicated by AL, is strongly associated with PLC, supporting the "wear-and-tear" theory of its development. This research highlights a "malleable zone" in individuals with moderate genetic risk, suggesting that lowering AL may meaningfully aid in preventing PLC.

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Publication Details

Journal
International Journal of Cancer
Published
2026-07-17
DOI
https://doi.org/10.1002/ijc.70583
Primary Topic
Stress Responses and Cortisol
Type
article
Field-Weighted Citation Impact
0.00
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article

Association Between Allostatic Load, Genetic Susceptibility, and Liver Cancer Incidence: A Large‐Scale Prospective Cohort Study

Ganbo Liang, Yexi Chen, D R Li, Zhuoer Zhou et al.
International Journal of Cancer
Stress Responses and Cortisol
article

Association Between Allostatic Load, Genetic Susceptibility, and Liver Cancer Incidence: A Large‐Scale Prospective Cohort Study

Ganbo Liang, Yexi Chen, D R Li, Zhuoer Zhou, Zhiyang Li, Zhongming Zhou, Dongyu Zeng, Yanjie Zhang, Xinyan Li, Jingchao Lin, Tianchun Qiu
article en

Abstract

Allostatic load (AL) reflects the cumulative physiological burden of chronic stress throughout life, potentially influencing cancer onset and prognosis. However, its association with primary liver cancer (PLC) risk and potential interaction with genetic susceptibility remains unclear. To investigate this, we analyzed 374,632 UK Biobank participants. AL was evaluated using a composite score of 13 cardiovascular, metabolic, and immune biomarkers, while a weighted polygenic risk score (PRS) categorized genetic susceptibility. Multivariable Cox proportional hazards models and restricted cubic splines were utilized to estimate hazard ratios (HRs) and evaluate dose-response relationships. Over a median 12.4-year follow-up, a significant dose-response correlation between AL and PLC risk was observed. In the fully adjusted model, a 1-unit increase in AL was associated with a 17% increased risk (HR = 1.17, 95% CI: 1.12-1.23), and participants in the highest AL quartile exhibited a 2.60-times higher risk than those in the lowest (HR = 2.60, 95% CI: 1.72-3.95). Despite no multiplicative interaction, stratified analyses revealed AL's impact was most substantial in individuals with intermediate genetic risk (HR = 2.00, 95% CI: 1.38-2.90), who constitute the population majority. Additionally, the risk was heightened in overweight/obese individuals and more pronounced among non-smokers. Ultimately, cumulative physiological stress, indicated by AL, is strongly associated with PLC, supporting the "wear-and-tear" theory of its development. This research highlights a "malleable zone" in individuals with moderate genetic risk, suggesting that lowering AL may meaningfully aid in preventing PLC.

International Journal of Cancer
Guangdong University of Technology (CN), Shantou University (CN), Shantou University Medical College (CN), Second Affiliated Hospital of Shantou University Medical College (CN)
Good health and well-being
Openalex Percentile: Top 9%
Stress Responses and Cortisol
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