Evidence map›Paper›PMID 41858879›Full record

ArticleiScience2026

Association between adipokine and metabolic dysfunction-related fatty liver disease in plateau-dwelling populations.

Jizhuo Yang, Junyi Liu, Shaoxiong Yang, Zhuohang Che, Ying Qian, Xuehui Zhang, Jianzhong Yin

Abstract read
In one paragraph

Article in iScience, 2026. 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

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

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

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

1 citing paper in PubMed.

  1. Review
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

7 authors.

Jizhuo YangSchool of Public Health, Kunming Medical University, Kunming 650500, China.
Junyi LiuSchool of Public Health, Kunming Medical University, Kunming 650500, China.
Shaoxiong YangSchool of Public Health, Kunming Medical University, Kunming 650500, China.
Zhuohang CheSchool of Public Health, Kunming Medical University, Kunming 650500, China.
Ying QianSchool of Public Health, Kunming Medical University, Kunming 650500, China.
Xuehui ZhangSchool of Public Health, Kunming Medical University, Kunming 650500, China.
Jianzhong YinSchool of Public Health, Kunming Medical University, Kunming 650500, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Previous research on the relationship between adipokines and metabolic dysfunction-associated steatotic liver disease (MASLD) has predominantly focused on low-altitude populations, despite the well-documented impact of environmental stressors on adipokine expression. This study sought to explore the relationship between adipokines and MASLD across various metabolic subtypes and to develop a predictive model for MASLD screening in high-altitude regions. This study included 750 indigenous plateau residents from the China Multi-Ethnic Cohort (CMEC). Logistic regression analyses were conducted to examine the associations of leptin, A-fatty acid binding protein, and visfatin with MASLD. Among the three adipokines, only leptin demonstrated a significant association with MASLD in both obesity and non-obesity populations. The predictive model based on leptin yielded an area under the curve of 0.86 (95% CI: 0.83-0.90). This study provides evidence that leptin serves as a diagnostic biomarker for identifying MASLD among indigenous plateau populations, applicable to both obesity and non-obesity individuals.

Indexed as

Health sciences

Identifiers

PMID41858879
PMCPMC12997308

What OpenQuestion holds

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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 OpenQuestion graph.