Evidence map›Paper›PMID 40973822›Full record

ArticleMammalian genome : official journal of the International Mammalian Genome Society2025

Exploration of plasma genetic markers mediating lung cancer-induced cardiovascular disorders based on genome wide association studies.

Tongyu Wang, Xinge Miao, Yin Wang, Sadees Clarance Chandran, Yunlong Xia

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Article in Mammalian genome : official journal of the International Mammalian Genome Society, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

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0cells of the map it votes in
1citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

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2 · The registry

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3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

  1. Article
4 · The record

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5 · Who and what money

Authors and funding

5 authors.

Tongyu WangDepartment of Cardiology, First Affiliated Hospital of Dalian Medical University, Dalian, Liaoning, China.
Xinge MiaoDepartment of Cancer Medicine, First Affiliated Hospital of Dalian Medical University, Dalian, Liaoning, China.
Yin WangSchool of Biological Sciences, The University of Hong Kong, Pokfulam Road, Hong Kong SAR, China.
Sadees Clarance ChandranDepartment of Cardiology, First Affiliated Hospital of Dalian Medical University, Dalian, Liaoning, China.
Yunlong XiaDepartment of Cardiology, First Affiliated Hospital of Dalian Medical University, Dalian, Liaoning, China. dlmu_xiayunlong@163.com.

Funding

Liao Ning Revitalization Talent program NO: XLYC2002096National Key Research and Development Program of China 2022YFC2405002
6 · The paper itself

Abstract

Lung cancer is strongly associated with increased cardiovascular disease (CVD) risk, yet the molecular mechanisms remain poorly understood. Batched two-sample Mendelian randomization (MR) analysis was performed to investigate cancer types and CVDs with significant associations. Local genetic correlation analyses were performed to identify meaningful genetic regions. Genomic Structural Equation Modeling (gSEM) was applied to identify latent factors shared between selected cancer types and CVDs. A transcriptome-wide association study (TWAS) was performed to identify relevant genetic markers. A two-stage MR analysis was performed to investigate potential mediators. Colocalization analysis was performed to assess the sensitivity of the results. Seventeen cancer types were positively associated with CVD risk, with lung cancer exhibiting the strongest link. Using LAVA and ρ-HESS, we identified local genetic correlations between lung cancer and specific CVDs, including coronary artery disease (CAD), heart failure (HF), abdominal aortic aneurysm (AAA), and atrial fibrillation (AF). Weighted median MR analysis identified a negative effect for IREB2 (OR = 0.9; 95% CI 0.84-0.95; P < 0.05), and positive effects for both KRTCAP2 (OR = 1.1; 95% CI 1.02-1.21; P < 0.05) and MTX1P1 (OR = 1.1; 95% CI 1.02-1.21; P < 0.05), on lung cancer-induced AAA. ZBTB7B exhibited a positive mediating effect in the association between lung cancer and HF risk (OR = 1.04; 95% CI 1.01-1.07; P < 0.05). This study highlights IREB2, KRTCAP2, MTX1P1, and ZBTB7B as potential therapeutic targets for cancer-related CVD risk, emphasizing the importance of considering genetic factors in understanding and managing cardiovascular complications associated with lung cancer.

Indexed as

Cardiovascular DiseasesLung NeoplasmsGenetic MarkersGenetic Predisposition to DiseaseGenome-Wide Association StudyHumansMendelian Randomization AnalysisPolymorphism, Single NucleotideGenetic MarkersCardiovascular diseasesGenetic lociLung cancerMediating markersMendelian randomization

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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.