Evidence map›Paper›PMID 41820721›Full record

ArticleDiscover oncology2026

Genetic evidence supporting obesity as a risk factor for lung squamous cell carcinoma and the identification of MFAP1 as a shared genetic target.

Kai Xu, Tao Liu, Zhen Li, Manhua Wang, Zixuan Yang, Xinyu Chen, Yuqing Wang, Yizhou Chen, Yiyun Lin, Yu Wang and 2 more

Abstract read
In one paragraph

Article in Discover oncology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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1 · What the graph read from it

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2 · The registry

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3 · Its place in the literature

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4 · The record

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5 · Who and what money

Authors and funding

12 authors.

Kai Xu *Department of Thoracic Surgery, West China Hospital, Sichuan University, Chengdu, Sichuan, China.
Tao Liu *West China School of Medicine, Sichuan University, Chengdu, Sichuan, China.
Zhen Li *West China School of Medicine, Sichuan University, Chengdu, Sichuan, China.
Manhua WangWest China School of Medicine, Sichuan University, Chengdu, Sichuan, China.
Zixuan YangWest China School of Basic Medical Sciences & Forensic Medicine, Sichuan University, Chengdu, Sichuan, China.
Xinyu ChenCollege of Life Sciences, Sichuan University, Chengdu, Sichuan, China.
Yuqing WangMontefiore Medical Center, Albeit Einstein College of Medicine, Bronx, NY, USA.
Yizhou ChenNeuroscience Institute, Carnegie Mellon University, 4400 Fifth Ave, Pittsburgh, PA, 15213, USA.
Yiyun LinGraduate School of Biomedical Sciences, University of Texas MD Anderson Cancer Center, Houston, TX, USA.
Yu WangDepartment of Mathematics, University of Georgia, 200 D. W. Brooks Drive, Athens, GA, 30602, USA. yuwang@lsu.edu.
Gang ZhongDepartment of Orthopedic Surgery, West China Hospital, Sichuan University, Chengdu, Sichuan, China. zg730927@163.com.
Xiaoqian Zhai *Lung Cancer Center/Lung Cancer Institute, West China Hospital, Sichuan University, No. 37 Guoxue Alley, Chengdu, 610041, Sichuan, PR China. xiaoqzhai@scu.edu.cn.

Funding

China Postdoctoral Science Foundation 2023M742488"From 0 to 1" innovative research project of Sichuan University 2023SCUH0031National Natural Science Foundation of China 82300185Postdoctoral Fund of West China Hospital 2023HXBH004Sichuan Provincial Natural Science Fund 24NSFSC6690
6 · The paper itself

Abstract

backgroundObservational studies have suggested that obesity may protect against lung cancer, particularly lung squamous cell carcinoma (LUSC). However, these findings are likely influenced by confounding factors such as smoking. We aimed to clarify the genetic relationship between body mass index (BMI) and LUSC and to identify potential shared therapeutic targets.

methodsWe combined several genome-wide approaches to investigate shared genetic architecture between BMI and LUSC, including genetic correlation analyses and bidirectional Mendelian randomization (MR). We then examined tissue- and cell-level heritability enrichment and used gene-level integrative analyses to prioritize functional candidates. Finally, phenome-wide MR was applied to explore potential clinical consequences of targeting key genes.

resultsBMI and LUSC showed a significant positive genetic correlation. MR analyses provided genetic evidence consistent with acausal effect of higher BMI on increased LUSC risk. Genetic signals were enriched in selected tissues and cell types, including epithelial and neuronal populations. Genetic signals were enriched in selected tissues and cell types, including epithelial and neuronal populations. Across SMR and colocalization analyses, MFAP1 emerged as a shared functional gene linking BMI and LUSC. Phenome-wide MR identified limited but notable associations between higher MFAP1 levels and connective tissue–related and other clinical phenotypes, suggesting that potential on-target effects would need to be considered carefully.

conclusionsThis study supports obesity as a genetic risk factor for LUSC and highlights MFAP1 as a potential shared target at the interface of adiposity and squamous lung carcinogenesis. These findings provide a genetic framework for understanding obesity-related LUSC risk and offer hypotheses for future mechanistic and translational research.

Indexed as

Genetic correlationLung squamous cell carcinomaMendelian randomizationMFAP1Multi-omicsObesity

Identifiers

PMID41820721
PMCPMC13096280

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