Evidence map›Paper›PMID 41931347›Full record

ArticleMedicine2026

Association of genetically determined plasma hepatocyte growth factor with lung cancer and its subtypes: Mendelian randomization and mediation analysis.

Feiqi Xu, Qingyun Xu, Jiamian Yu, Yanna Le, Hong Fu, Xiaoying Ruan, Yanpeng Shi, Lin Zhu, Jianrong Chai, Yu Zhou and 2 more

Abstract read
In one paragraph

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

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

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

12 authors.

Feiqi XuCancer Center, Department of Thoracic Surgery, Zhejiang Provincial People's Hospital, Affiliated People's Hospital, Hangzhou Medical College, Hangzhou, Zhejiang, China.
Qingyun XuDepartment of Occupational Health, Hangzhou Hospital for Prevention and Treatment of Occupational Disease, Hangzhou, Zhejiang, China.ORCID 0000-0001-7733-3813
Jiamian YuDepartment of Occupational Health, Hangzhou Hospital for Prevention and Treatment of Occupational Disease, Hangzhou, Zhejiang, China.
Yanna LeDepartment of Occupational Health, Hangzhou Hospital for Prevention and Treatment of Occupational Disease, Hangzhou, Zhejiang, China.
Hong FuDepartment of Occupational Health, Hangzhou Hospital for Prevention and Treatment of Occupational Disease, Hangzhou, Zhejiang, China.
Xiaoying RuanDepartment of Occupational Health, Hangzhou Hospital for Prevention and Treatment of Occupational Disease, Hangzhou, Zhejiang, China.
Yanpeng ShiDepartment of Occupational Health, Hangzhou Hospital for Prevention and Treatment of Occupational Disease, Hangzhou, Zhejiang, China.
Lin ZhuDepartment of Occupational Health, Hangzhou Hospital for Prevention and Treatment of Occupational Disease, Hangzhou, Zhejiang, China.
Jianrong ChaiDepartment of Occupational Health, Hangzhou Hospital for Prevention and Treatment of Occupational Disease, Hangzhou, Zhejiang, China.
Yu ZhouDepartment of Occupational Health, Hangzhou Hospital for Prevention and Treatment of Occupational Disease, Hangzhou, Zhejiang, China.
Lan DingCancer Center, Department of Thoracic Surgery, Zhejiang Provincial People's Hospital, Affiliated People's Hospital, Hangzhou Medical College, Hangzhou, Zhejiang, China.
Yanyan ShiCancer Center, Department of Thoracic Surgery, Zhejiang Provincial People's Hospital, Affiliated People's Hospital, Hangzhou Medical College, Hangzhou, Zhejiang, China.ORCID 0009-0001-8837-2559

Funding

Zhejiang Province Health and Wellness Plan (Young Innovative Talent Program) 2022RC006
6 · The paper itself

Abstract

Growing scientific evidence suggested that hepatocyte growth factor (HGF) might play a crucial role in the development of lung cancer, which might be influenced by the epidermal growth factor (EGF)/EGF receptor. However, the specific causality behind the association has not been clarified due to potential bias. Thus, a Mendelian randomization (MR) study was conducted to investigate the effects of gene-determined elevated plasma HGF on the risk of lung cancer and its subtypes, as well as the mediating effects of EGF. Thirteen instrumental variants for plasma HGF were derived from a genome-wide association study (GWAS) with 21,758 European participants, presented in SCALLOP consortium. Datasets of lung cancer and its subtypes (lung adenocarcinoma [LUAD], lung squamous cell cancer [LUSC], and small cell lung cancer [SCLC]) were based on a GWAS conducted by the Transdisciplinary Research in Cancer of the Lung and the International Lung Cancer Consortium (TRICL-ILCCO) with 29,266 lung cancer cases and 56,450 controls of European descent. We employed the inverse-variance weighted (IVW) MR analysis followed by a series of sensitive analyses to evaluate the associations between genetically determined plasma HGF and the risk of lung cancer and its subtypes. The primary IVW analysis showed that genetically determined HGF was associated with an increased risk of total lung cancer (odds ratio: 1.11, 95% confidence interval [CI]: 1.05-1.17, P = 2.27E-04) and LUAD (odds ratio: 1.18, 95% CI: 1.09-1.27, P = 1.47E-05) but not with LUSC and SCLC, by the sensitivity analyses with different MR methods further confirming these findings. Additionally, mediated analysis demonstrated that EGF mediated the causal associations of HGF with lung cancer and LUAD, with mediating effects of 28.56% and 21.2% on them. Besides, reverse-MR studies further confirmed no reverse causality between lung cancer and plasma HGF. The intercept of MR-Egger regression showed no directional pleiotropy for all associations (P > .05). Upregulated genetically determined plasma HGF levels were associated with an increasing risk of lung cancer, especially for LUAD. Mediated regulation of EGF on these associations indicated a potential pathogenesis pathway in lung cancer, which provides important implications for the prevention and management of lung cancer.

Indexed as

Hepatocyte Growth FactorLung NeoplasmsCarcinoma, Squamous CellEpidermal Growth FactorGenetic Predisposition to DiseaseGenome-Wide Association StudyHumansMendelian Randomization AnalysisPolymorphism, Single NucleotideSmall Cell Lung CarcinomaEpidermal Growth FactorHepatocyte Growth FactorHGF protein, humanepidermal growth factorhepatocyte growth factorlung adenocarcinomalung cancerMendelian randomization

Identifiers

PMID41931347
PMCPMC13052923

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC
Read underepoch 390

Registered trials

None linked

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.