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March 29, 2026npj Precision Oncology0 citationsOpen Access

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

JYJiajing YinYRYoulutuziayi RixiatiYXYong Xu

Key Points

  • The study aims to establish causal relationships between primary tumors and secondary primary malignancies (SPMs) using advanced genetic analysis.
  • Conducted mendelian randomization analysis to assess causal links.
  • Utilized data from two large prospective cohorts: UK Biobank and FinnGen.
  • Examined 31 cancer types from UK Biobank and 28 from FinnGen.
  • Performed single-cell sequencing analysis to identify cancer stem cells.
  • Gastric cancer showed a significant increase in risk for secondary esophageal cancer (OR = 1.29).
  • Gastric cancer also increased the risk for rectal cancer (OR = 1.13).
  • PLK1+ cancer stem cells were identified as potential drivers of the causal relationship.

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 + 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.

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Cite This Study

Yin et al. (2026) studied this question.

synapsesocial.com/papers/69c8c43ede0f0f753b39ef9fhttps://doi.org/10.1038/s41698-026-01380-7
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