Evidence map›Paper›PMID 41268093›Full record

ArticleFood science & nutrition2025

Metabolome-Wide Mendelian Randomization Identifies Maleate as a Mediator of the Effect of Obesity on the Risk of Small Cell Lung Cancer.

Kui Li, Zhaodi Yang, Haifei Li, Cheng Yan

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Article in Food science & nutrition, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

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

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3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

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4 · The record

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5 · Who and what money

Authors and funding

4 authors.

Kui LiDepartment of Pharmacy Xinxiang Central Hospital Xin Xiang China.
Zhaodi YangSchool of Pharmacy, Key Laboratory of Nano-Carbon Modified Film Technology of Henan Province Xinxiang University Xinxiang China.
Haifei LiSchool of Pharmacy, Key Laboratory of Nano-Carbon Modified Film Technology of Henan Province Xinxiang University Xinxiang China.
Cheng YanSchool of Pharmacy, Key Laboratory of Nano-Carbon Modified Film Technology of Henan Province Xinxiang University Xinxiang China.ORCID https://orcid.org/0000-0001-9576-5361

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Obesity is a well-established risk factor for numerous types of cancer, including small cell lung cancer (SCLC). However, the underlying mechanisms remain largely unclear. This research explores the causal relationships between obesity, circulating metabolites, and the risk of SCLC, aiming to identify potential metabolic intermediaries. To achieve this, a two-step Mendelian randomization (MR) approach was employed to examine metabolites mediating the effect of obesity on the risk of SCLC. In Step 1, MR identified metabolites causally associated with SCLC, confirmed with an independent SCLC genome-wide association study (GWAS) as the outcome. In Step 2, whole-body fat mass was examined as the exposure to assess its causal effects on the metabolites identified in Step 1, with further validation using body mass index (BMI) as an alternative exposure. Sensitivity analyses confirmed robust causal inference. The product of coefficients approach for testing mediation quantified the role of specific metabolites in linking obesity to the risk of SCLC. In the initial screening, 1400 circulating metabolites were tested for their association between obesity and the risk of SCLC, and 55 metabolites with significant causal associations were identified. Subsequent MR analyses showed that whole-body fat mass had an effect on 12 of these metabolites, and maleate levels were associated with both obesity and increased SCLC risk. Validation using BMI as an alternative exposure confirmed the causal association between obesity and maleate levels. Further validation using independent GWAS datasets for SCLC confirmed the causal association between maleate levels and the risk of SCLC. Mediation analysis revealed that maleate partially mediated the relationship between obesity and the risk of SCLC, accounting for 14.9% of the effect when using whole-body fat mass as the exposure and 5.23% when using BMI as the exposure. This study highlights maleate as a key metabolic mediator in the obesity-SCLC pathway, which may offer novel insights into the metabolic mechanisms underlying the increased risk of obesity-related cancer.

Indexed as

maleateMRobesitySCLC

Identifiers

PMID41268093
PMCPMC12626765

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