Risk assessment of secondary primary malignancies: results from two large prospective European cohorts

Secondary primary malignancies (SPMs), new histologically distinct cancers that develop in patients with a history of primary tumors, represent a critical long-term adverse event in cancer survivorship. Although epidemiological studies have suggested associations between certain primary tumors and SPMs, systematic validation of their causal relationships is lacking. A Mendelian randomization analysis was employed to investigate the causal links between primary tumors and SPMs. This study systematically examined cancers spanning eight major human organ systems using data from two large European prospective cohorts: UK Biobank (31 cancer types) and FinnGen (28 cancer types). A meta-analysis of the two cohorts revealed that gastric cancer (GC) had a significant causal relationship with an increased risk of secondary esophageal cancer (odds ratio [OR] = 1.29, 95% confidence interval [95% CI]: 1.13-1.46, P < 0.001) and rectal cancer (OR = 1.13, 95% CI: 1.07-1.21, P < 0.001). Further, a single-cell sequencing analysis identified PLK1<sup>+</sup> cancer stem cells as potential drivers of this causal relationship. Our findings provide important genetic evidence of the causal links between GC and specific SPMs, which may inform the optimization of precise follow-up strategies for GC survivors.

Authors

Institutions

Publication Details

Journal
npj Precision Oncology
Published
2026-03-27
DOI
https://doi.org/10.1038/s41698-026-01380-7
Primary Topic
Multiple and Secondary Primary Cancers
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Risk assessment of secondary primary malignancies: results from two large prospective European cohorts

Peng Yang, Youlutuziayi Rixiati, Jiajing Yin, Zhengshi Wang et al.
npj Precision Oncology
Multiple and Secondary Primary Cancers
article

Risk assessment of secondary primary malignancies: results from two large prospective European cohorts

Peng Yang, Youlutuziayi Rixiati, Jiajing Yin, Zhengshi Wang, Chunjun Sheng, Yong Xu
article en

Abstract

Secondary primary malignancies (SPMs), new histologically distinct cancers that develop in patients with a history of primary tumors, represent a critical long-term adverse event in cancer survivorship. Although epidemiological studies have suggested associations between certain primary tumors and SPMs, systematic validation of their causal relationships is lacking. A Mendelian randomization analysis was employed to investigate the causal links between primary tumors and SPMs. This study systematically examined cancers spanning eight major human organ systems using data from two large European prospective cohorts: UK Biobank (31 cancer types) and FinnGen (28 cancer types). A meta-analysis of the two cohorts revealed that gastric cancer (GC) had a significant causal relationship with an increased risk of secondary esophageal cancer (odds ratio [OR] = 1.29, 95% confidence interval [95% CI]: 1.13-1.46, P < 0.001) and rectal cancer (OR = 1.13, 95% CI: 1.07-1.21, P < 0.001). Further, a single-cell sequencing analysis identified PLK1<sup>+</sup> cancer stem cells as potential drivers of this causal relationship. Our findings provide important genetic evidence of the causal links between GC and specific SPMs, which may inform the optimization of precise follow-up strategies for GC survivors.

npj Precision Oncology
Tongji University (CN), Hunan Normal University (CN), Shanghai University of Traditional Chinese Medicine (CN), Shanghai Tenth People's Hospital (CN), Yueyang Hospital (CN), Huashan Hospital (CN)
Good health and well-being
Openalex Percentile: Top 6%
Multiple and Secondary Primary Cancers
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.