Multilevel pathways to esophageal cancer: Population attributable risks of modifiable exposures, surrogate blood biomarkers, and genetic susceptibility, and the mediation effects based on a 10‐year prospective cohort study

Numerous studies have elucidated the contributions of modifiable risk factors, blood-based biomarkers, and genetic variants to the etiology of esophageal cancer (EC). However, it lacks systematic evaluation of their contribution to EC risk in prospective cohorts of the Chinese population. We prospectively examined the association between 10 modifiable risk factors, 54 blood biomarkers, an established 11-locus polygenic risk score (PRS), and EC risk using the Cox model in the Taizhou Longitudinal Study. The participants were enrolled between 2011 and 2014 and followed up to December 31, 2023. Mediation analysis was also conducted to explore the mediation effect of blood biomarkers. Finally, we calculated population attributable fractions (PAFs) to summarize the relative contribution of the three types of risk factors. Participants enrolled between 2018 and 2021 were used for validation. Four modifiable risk factors and 14 tumor/non-tumor blood biomarkers were identified as associated with EC risk. The highest PRS quintile had a 1.59-fold increased risk of EC compared to the combined low-risk group of the bottom 40% population (p = .049). High-density lipoprotein mediated 7.56% of the total effect of alcohol drinking on EC risk, a value of 12.78% in the validation dataset with a borderline significance of p = .054. The combined PAF of EC incidence attributable to high modifiable risk and blood biomarkers was 58.55%, and the PAF increased to 63.35% when PRS was added. Our study offers a comprehensive evaluation of the contribution of modifiable risk factors, clinical blood biomarkers, and genetic factors to EC risk in the Chinese population.

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Publication Details

Journal
International Journal of Cancer
Published
2026-02-16
DOI
https://doi.org/10.1002/ijc.70383
Primary Topic
Esophageal Cancer Research and Treatment
Type
article
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article

Multilevel pathways to esophageal cancer: Population attributable risks of modifiable exposures, surrogate blood biomarkers, and genetic susceptibility, and the mediation effects based on a 10‐year prospective cohort study

Huangbo Yuan, Renjia Zhao, Yidan Zhao, Xi Chen et al.
International Journal of Cancer
Esophageal Cancer Research and Treatment
article

Multilevel pathways to esophageal cancer: Population attributable risks of modifiable exposures, surrogate blood biomarkers, and genetic susceptibility, and the mediation effects based on a 10‐year prospective cohort study

Huangbo Yuan, Renjia Zhao, Yidan Zhao, Xi Chen, Tiejun Zhang, Qiaoyi Xu, Zixuan Cui, Chen Suo
article en

Abstract

Numerous studies have elucidated the contributions of modifiable risk factors, blood-based biomarkers, and genetic variants to the etiology of esophageal cancer (EC). However, it lacks systematic evaluation of their contribution to EC risk in prospective cohorts of the Chinese population. We prospectively examined the association between 10 modifiable risk factors, 54 blood biomarkers, an established 11-locus polygenic risk score (PRS), and EC risk using the Cox model in the Taizhou Longitudinal Study. The participants were enrolled between 2011 and 2014 and followed up to December 31, 2023. Mediation analysis was also conducted to explore the mediation effect of blood biomarkers. Finally, we calculated population attributable fractions (PAFs) to summarize the relative contribution of the three types of risk factors. Participants enrolled between 2018 and 2021 were used for validation. Four modifiable risk factors and 14 tumor/non-tumor blood biomarkers were identified as associated with EC risk. The highest PRS quintile had a 1.59-fold increased risk of EC compared to the combined low-risk group of the bottom 40% population (p = .049). High-density lipoprotein mediated 7.56% of the total effect of alcohol drinking on EC risk, a value of 12.78% in the validation dataset with a borderline significance of p = .054. The combined PAF of EC incidence attributable to high modifiable risk and blood biomarkers was 58.55%, and the PAF increased to 63.35% when PRS was added. Our study offers a comprehensive evaluation of the contribution of modifiable risk factors, clinical blood biomarkers, and genetic factors to EC risk in the Chinese population.

International Journal of Cancer
Qingdao University (CN), Fudan University (CN), Yiwu Science and Technology Research Institute (CN), Taizhou University (CN)
Good health and well-being
Openalex Percentile: Top 54%
Esophageal Cancer Research and Treatment
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