Evidence map›Paper›PMID 41522208›Full record

ArticleJournal of diabetes and metabolic disorders2026

Body mass index mediates the association between serum fibroblast growth factor-19 and diabetes.

Lin Liu, Shuyun Liu, Juanying Zhen, Lijie Ren, Guoru Zhao, Jianguo Liang, Aimin Xu, Chao Li, Jun Wu, Bernard My Cheung

Abstract read
In one paragraph

Article in Journal of diabetes and metabolic disorders, 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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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

10 authors.

Lin LiuDepartment of Medicine, School of Clinical Medicine, The University of Hong Kong, Hong Kong, China.
Shuyun LiuDepartment of Neurology, Shenzhen Longhua District Central Hospital, Shenzhen, China.
Juanying ZhenDepartment of Medicine, School of Clinical Medicine, The University of Hong Kong, Hong Kong, China.
Lijie RenDepartment of Neurology, The First Affiliated Hospital of Shenzhen University, Shenzhen Second People's Hospital, Shenzhen, China.
Guoru ZhaoCAS Key Laboratory of Human-Machine Intelligence-Synergy Systems, Research Center for Neural Engineering, Shenzhen Institute of Advanced Technology, Chinese Academy of Sciences, Shenzhen, China.
Jianguo LiangPrecision Health Research Center Company Limited, Hong Kong, SAR China.
Aimin XuDepartment of Medicine, School of Clinical Medicine, The University of Hong Kong, Hong Kong, China.
Chao LiDepartment of Medicine, School of Clinical Medicine, The University of Hong Kong, Hong Kong, China.
Jun WuDepartment of Neurology, Peking University Shenzhen Hospital, Shenzhen, China.
Bernard My CheungDepartment of Medicine, School of Clinical Medicine, The University of Hong Kong, Hong Kong, China.ORCID 0000-0001-9106-7363

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: This study aimed to investigate the relationship between serum fibroblast growth factor-19 (FGF19) levels and diabetes, as well as the potential mediating role of body mass index (BMI). Methods: Data from 1,018 participants with valid serum FGF19 measurements from the Shenzhen-Hong Kong United Network on Cardiovascular Disease study were analyzed. Logistic regression models were used to estimate odds ratios (ORs) and 95% confidence intervals (CIs) for diabetes risk. Mediation analysis was conducted to assess the extent to which BMI mediated the association between serum FGF19 levels and diabetes. Results: The mean age of participants was 45.1 years, with 77 individuals (7.6%) diagnosed with diabetes. Natural logarithm (ln)-transformed FGF19 levels were inversely associated with BMI [age- and sex-adjusted β (95% CI): -0.30 (-0.58, -0.03)]. Ln-transformed FGF19 levels were also negatively associated with diabetes after adjusting for covariates, including age, sex, smoking status, alcohol consumption, blood pressure, BMI, waist circumference, and lipid profile [OR (95% CI): 0.66 (0.47-0.95)]. No significant interactions were observed between ln-transformed FGF19 levels and age, sex, obesity, or abdominal obesity in relation to diabetes. Mediation analysis revealed that BMI reduction accounted for 10.1% of the association between ln-transformed FGF19 levels and diabetes. Conclusion: Serum FGF19 levels are inversely associated with diabetes risk in the Chinese population, with BMI serving as a partial mediator of this relationship. Supplementary Information: The online version contains supplementary material available at 10.1007/s40200-025-01850-y.

Indexed as

Body mass indexDiabetesFibroblast growth factorMediation

Identifiers

PMID41522208
PMCPMC12783406

What Socratic holds

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LicenceCC BY
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Registered trials

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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.