Evidence mapPaperPMID 42016165Full record

ArticleInternational journal of chronic obstructive pulmonary disease2026

Mendelian Randomization Study in East Asian Populations Supports the Causal Relationship Between Blood Metabolites and COPD: Insights from Amino Acids, Phospholipids, Vitamin D, and Trace Elements.

Shixiang Guo, Zheng Li, Mingfeng Wei, Lefei Hu, Shuai Jiang, Fuzhi Yang, Zhengyao Yang, Xunxia Zhu, Xiaoyong Shen

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Article in International journal of chronic obstructive pulmonary disease, 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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5 · Who and what money

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9 authors.

Shixiang Guo *Department of Thoracic Surgery, Affiliated Huadong Hospital, Fudan University, Shanghai, People's Republic of China.
Zheng Li *Department of Thoracic Surgery, Affiliated Huadong Hospital, Fudan University, Shanghai, People's Republic of China.
Mingfeng Wei *Department of Thoracic Surgery, Affiliated Huadong Hospital, Fudan University, Shanghai, People's Republic of China.
Lefei HuDepartment of Thoracic Surgery, Affiliated Huadong Hospital, Fudan University, Shanghai, People's Republic of China.
Shuai JiangDepartment of Thoracic Surgery, Affiliated Huadong Hospital, Fudan University, Shanghai, People's Republic of China.
Fuzhi YangDepartment of Thoracic Surgery, Affiliated Huadong Hospital, Fudan University, Shanghai, People's Republic of China.
Zhengyao YangDepartment of General Surgery, Affiliated Huadong Hospital, Fudan University, Shanghai, People's Republic of China.
Xunxia ZhuDepartment of Thoracic Surgery, Affiliated Huadong Hospital, Fudan University, Shanghai, People's Republic of China.
Xiaoyong ShenDepartment of Thoracic Surgery, Affiliated Huadong Hospital, Fudan University, Shanghai, People's Republic of China.ORCID 0000-0001-5922-2589

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6 · The paper itself

Abstract

Background: Chronic obstructive pulmonary disease (COPD) is the most common respiratory disease among middle-aged and older adults worldwide, and its etiology remains incompletely understood. As intermediate products of biochemical reactions, blood metabolites have a debated role in the pathogenesis of COPD, with observational studies yielding conflicting results. Most existing genetic studies are based on European cohorts, whereas East Asian populations differ substantially in genetic architecture and environmental exposures, limiting the generalizability of current findings. Methods: We performed two-sample Mendelian randomization (MR) leveraging the most recently released summary statistics from large-scale genome-wide association studies (GWAS) in East Asian populations. Independent SNPs significantly associated with circulating metabolite levels were selected from multiple East Asian datasets as instrumental variables (3432 Chinese participants, 2022). Outcome data were obtained from two independent East Asian COPD GWAS cohorts: ebi-a-GCST90018587 (4017 cases, 162,653 controls, BioBank Japan, 2021) and bbj-a-103 (3315 cases, 201,592 controls, BioBank Japan, 2019). Inverse-variance weighting (IVW) served as the primary estimator, with sensitivity analyses conducted using MR-Egger regression, the weighted median, and additional complementary approaches. Results: Seven blood metabolites showed suggestive causal links with COPD. In the ebi-a-GCST90018587 cohort, genetically predicted platelet count was positively associated with COPD risk (OR = 1.51, 95% CI 1.01-2.27, Conclusion: Leveraging large East Asian cohorts, this study provides MR evidence implicating amino-acid metabolism, phospholipid metabolism, vitamin D status, and selected trace elements in COPD pathophysiology. The replicated protective signals for phosphoethanolamine and 25(OH)D

Indexed as

Amino AcidsPulmonary Disease, Chronic ObstructiveVitamin DAgedBiomarkersEast Asian PeopleFemaleGenetic Predisposition to DiseaseGenome-Wide Association StudyHumansMaleMendelian Randomization AnalysisMiddle AgedPhenotypePolymorphism, Single NucleotideRisk FactorsAmino AcidsBiomarkersVitamin Dblood metaboliteschronic obstructive pulmonary diseaseEast Asian populationmendelian randomization

Identifiers

PMID42016165
PMCPMC13094560

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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 Socratic graph.