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

Observational 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. We 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. BMI 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. This 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.

Authors

Institutions

Publication Details

Journal
Discover Oncology
Published
2026-03-12
DOI
https://doi.org/10.1007/s12672-026-04793-9
Primary Topic
FOXO transcription factor regulation
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

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

Xiaoqian Zhai, Yiyun Lin, Zhili Yang, Tao Liu et al.
Discover Oncology
FOXO transcription factor regulation
article

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

Xiaoqian Zhai, Yiyun Lin, Zhili Yang, Tao Liu, Gang Zhong, Xinyu Chen, Yuqing Wang, Kai Xu, Yizhou Chen, Manhua Wang, Zhen Li, Yu Wang
article en

Abstract

Observational 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. We 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. BMI 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. This 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.

Discover Oncology
Software Engineering Institute (US), Louisiana State University (US), Albert Einstein College of Medicine (US), Montefiore Medical Center (US), The University of Texas MD Anderson Cancer Center (US), University of Georgia (US), Sichuan University (CN), West China Medical Center of Sichuan University (CN), China-Japan Friendship Hospital (CN), West China Hospital of Sichuan University (CN), Sichuan Cancer Hospital (CN), Carnegie Mellon University (US)
Zero hunger
Openalex Percentile: Top 25%
FOXO transcription factor regulation
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.