Evidence map›Paper›PMID 42175454›Full record

ArticleMedicine2026

Causal effects of plasma protein-protein ratios on lung cancer subtypes: A proteome-wide Mendelian randomization and mediation analysis.

Xin Geng, Jingyuan Xue, Kaisen Liu, Zipei Song, Yuheng Wang, Xincen Cao, Zhihua Li, Liang Chen

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.

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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

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4 · The record

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5 · Who and what money

Authors and funding

8 authors.

Xin GengDepartment of Thoracic Surgery, Jiangsu Province Hospital, The First Affiliated Hospital of Nanjing Medical University, Nanjing, Jiangsu, China.
Jingyuan XueDepartment of Thoracic Surgery, Jiangsu Province Hospital, The First Affiliated Hospital of Nanjing Medical University, Nanjing, Jiangsu, China.
Kaisen LiuDepartment of Thoracic Surgery, Jiangsu Province Hospital, The First Affiliated Hospital of Nanjing Medical University, Nanjing, Jiangsu, China.
Zipei SongDepartment of Thoracic Surgery, Jiangsu Province Hospital, The First Affiliated Hospital of Nanjing Medical University, Nanjing, Jiangsu, China.
Yuheng WangDepartment of Thoracic Surgery, Suzhou Municipal Hospital, The Affiliated Suzhou Hospital of Nanjing Medical University, Suzhou, Jiangsu, China.
Xincen CaoDepartment of Thoracic Surgery, Jiangsu Province Hospital, The First Affiliated Hospital of Nanjing Medical University, Nanjing, Jiangsu, China.
Zhihua LiDepartment of Thoracic Surgery, Jiangsu Province Hospital, The First Affiliated Hospital of Nanjing Medical University, Nanjing, Jiangsu, China.
Liang ChenDepartment of Thoracic Surgery, Jiangsu Province Hospital, The First Affiliated Hospital of Nanjing Medical University, Nanjing, Jiangsu, China.ORCID 0000-0002-7985-4273

Funding

Major Program of Science and Technology Foundation of Jiangsu Province BE2023832 & BE2018746Specialized Diseases Clinical Research Fund of Jiangsu Province Hospital DL202402
6 · The paper itself

Abstract

Lung cancer remains the leading cause of cancer-related mortality worldwide, with major subtypes including lung adenocarcinoma, lung squamous cell carcinoma (LUSC), and small cell lung cancer, yet the causal role of plasma protein-protein ratios in subtype-specific development remains poorly understood. We performed a bidirectional, two-sample Mendelian randomization (MR) analysis to assess the causal effects of plasma protein-protein ratios on lung cancer. Genetic instruments for protein-protein ratios were derived from a large-scale proteomic genome-wide association study, and lung cancer summary statistics were obtained from the FinnGen and Transdisciplinary Research in Cancer of the Lung and International Lung Cancer Consortium databases. Our study identified 17 plasma protein-protein ratios associated with lung cancer across both databases, including 5 for overall lung cancer (LC), 4 for lung adenocarcinoma, 5 for LUSC, and 4 for small cell lung cancer. Notably, a higher melanoma inhibitory activity (MIA)/DAN family BMP antagonist ratio was associated with increased risk for both LC and LUSC. When analyzing the constituent proteins of these ratios individually, only the causal association between MIA and LC remained significant. Subsequent 2-step MR analysis revealed that the MIA/DAN family BMP antagonist ratio mediated the effect of body mass index on LUSC development, with consistent mediation proportions across both databases (13.46%, 95% confidence interval: 3.14%-23.77% in FinnGen; 9.26%, 95% confidence interval: 0.05%-18.47% in Transdisciplinary Research in Cancer of the Lung and International Lung Cancer Consortium). Additional exploratory mediation pathways were identified for smoking initiation and body mass index; however, these findings should be interpreted with caution, given the assumptions underlying 2-step MR and the exploratory nature of the analysis. Multiple sensitivity analyses confirmed the robustness of these findings. This MR study offers novel proteomic insights into lung cancer pathogenesis and identifies candidate protein-protein ratios that warrant further functional investigation to assess their therapeutic potential.

Indexed as

Blood ProteinsLung NeoplasmsProteomeAdenocarcinoma of LungCarcinoma, Squamous CellGenome-Wide Association StudyHumansMediation AnalysisMendelian Randomization AnalysisProteomicsSmall Cell Lung CarcinomaBlood ProteinsProteomelung cancermediation analysisMendelian randomizationMIA/NBL1protein–protein ratios

Identifiers

PMID42175454
PMCPMC13200959

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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.