Evidence map›Paper›PMID 42129703›Full record

ArticleBMC cancer2026

Lipid-dominated metabolites mediate the association between low body mass index and esophageal malignancy: a population-based nested case-control study.

Mengfei Liu, Hongrui Tian, Minmin Wang, Chuanhai Guo, Ruiping Xu, Fenglei Li, Anxiang Liu, Haijun Yang, Liping Duan, Lin Shen and 10 more

Abstract read
In one paragraph

Article in BMC cancer, 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
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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

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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

20 authors.

Mengfei Liu *Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing), Department of Genetics, Peking University Cancer Hospital & Institute, 100142, Beijing, China.
Hongrui Tian *Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing), Department of Genetics, Peking University Cancer Hospital & Institute, 100142, Beijing, China.
Minmin WangKey Laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing), Department of Genetics, Peking University Cancer Hospital & Institute, 100142, Beijing, China.
Chuanhai GuoKey Laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing), Department of Genetics, Peking University Cancer Hospital & Institute, 100142, Beijing, China.
Ruiping XuAnyang Cancer Hospital, 455000, Anyang, China.
Fenglei LiHua County People's Hospital, 456400, Anyang, China.
Anxiang LiuEndoscopy Center, Anyang Cancer Hospital, 455000, Anyang, China.
Haijun YangDepartment of Pathology, Anyang Cancer Hospital, 455000, Anyang, China.
Liping DuanDepartment of Gastroenterology, Peking University Third Hospital, 100191, Beijing, China.
Lin ShenState Key Laboratory of Holistic Integrative Management of Gastrointestinal Cancers, Beijing Key Laboratory of Carcinogenesis and Translational Research, Department of Gastrointestinal Oncology, Peking University Cancer Hospital & Institute, 100142, Beijing, China.
Qi WuState Key Laboratory of Holistic Integrative Management of Gastrointestinal Cancers, Beijing Key Laboratory of Carcinogenesis and Translational Research, Endoscopy Center, Peking University Cancer Hospital & Institute, 100142, Beijing, China.
Zhen LiuKey Laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing), Department of Genetics, Peking University Cancer Hospital & Institute, 100142, Beijing, China.
Ying LiuKey Laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing), Department of Genetics, Peking University Cancer Hospital & Institute, 100142, Beijing, China.
Fangfang LiuKey Laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing), Department of Genetics, Peking University Cancer Hospital & Institute, 100142, Beijing, China.
Yaqi PanKey Laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing), Department of Genetics, Peking University Cancer Hospital & Institute, 100142, Beijing, China.
Zhe HuKey Laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing), Department of Genetics, Peking University Cancer Hospital & Institute, 100142, Beijing, China.
Huanyu ChenKey Laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing), Department of Genetics, Peking University Cancer Hospital & Institute, 100142, Beijing, China.
Hong CaiKey Laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing), Department of Genetics, Peking University Cancer Hospital & Institute, 100142, Beijing, China.
Zhonghu HeState Key Laboratory of Molecular Oncology, Beijing Key Laboratory of Carcinogenesis and Translational Research, Department of Genetics, Peking University Cancer Hospital & Institute, 100142, Beijing, China. zhonghuhe@foxmail.com.
Yang KeState Key Laboratory of Molecular Oncology, Beijing Key Laboratory of Carcinogenesis and Translational Research, Department of Genetics, Peking University Cancer Hospital & Institute, 100142, Beijing, China. keyang@bjmu.edu.cn.

Funding

Beijing Natural Science Foundation 7222243Key R&D Program of Ningxia Hui Autonomous Region 2025BEG01011Science and Technology Planning Project of Tibet Autonomous Region XZ202501JD0021
6 · The paper itself

Abstract

backgroundThe biological mechanism underlying the association between low body mass index (BMI) and increased risk of esophageal malignancy remains uncertain. We aimed to explore the role of metabolic alterations in the effect of low BMI on esophageal malignancy.

methodsWe conducted a nested case-control study using a large-scale community-based screening cohort in a high-risk region for esophageal cancer (263 cases and 263 matched controls). Metabolomic profiling was performed based on untargeted ultra-high-performance liquid chromatography-tandem mass spectrometry, using the serum samples collected at enrollment prior to cancer diagnosis. Linear regression and conditional logistic regression were used to identify BMI-related metabolites and metabolites associated with esophageal malignancy, respectively, and the shared metabolites were included in mediation analysis.

resultsLow BMI was positively associated with esophageal malignancy (odds ratio (OR) = 1.8 (95% confidence interval: 1.1-2.8)). A total of 160 metabolites were identified to be associated with low BMI, and 107 metabolites were associated with esophageal malignancy. Among the 21 shared metabolites, four metabolites (three lipids and one amino acid) were identified as mediators for the association between low BMI and esophageal malignancy, with the mediation effect (OR) of 1.1 for each mediator. The metabolic signature constructed based on these mediators could explain 46.0% of the effect of low BMI on esophageal malignancy.

conclusionsLipid-dominated metabolites mediate the association between low BMI and esophageal malignancy, which has provided crucial clues for understanding the etiology of esophageal malignancy and selection of early-warning metabolic biomarkers.

Indexed as

Body Mass IndexEsophageal NeoplasmsLipidsAgedCase-Control StudiesFemaleHumansMaleMetabolomeMetabolomicsMiddle AgedRisk FactorsLipidsBody mass indexEsophageal cancerMediation effectMetabolic alteration

Identifiers

PMID42129703
PMCPMC13339270

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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.