Evidence map›Paper›PMID 42798462›Full record

SynthesisFrontiers in endocrinology2026

Factors associated with sarcopenia in elderly patients with type 2 diabetes mellitus.

Ziqi Cao, Jiahui Li, Xinyu Gao, Wenzheng Tang, Anqi Zhang, Ziyu Ji, Yingshuai Li

Abstract readSystematic ReviewMeta-Analysis
In one paragraph

Synthesis in Frontiers in endocrinology, 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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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

7 authors.

Ziqi CaoWangqi Academy, National Institute of TCM Constitution and Preventive Medicine, Beijing University of Chinese Medicine, Beijing, China.
Jiahui LiWangqi Academy, National Institute of TCM Constitution and Preventive Medicine, Beijing University of Chinese Medicine, Beijing, China.
Xinyu GaoWangqi Academy, National Institute of TCM Constitution and Preventive Medicine, Beijing University of Chinese Medicine, Beijing, China.
Wenzheng TangWangqi Academy, National Institute of TCM Constitution and Preventive Medicine, Beijing University of Chinese Medicine, Beijing, China.
Anqi ZhangWangqi Academy, National Institute of TCM Constitution and Preventive Medicine, Beijing University of Chinese Medicine, Beijing, China.
Ziyu JiWangqi Academy, National Institute of TCM Constitution and Preventive Medicine, Beijing University of Chinese Medicine, Beijing, China.
Yingshuai LiWangqi Academy, National Institute of TCM Constitution and Preventive Medicine, Beijing University of Chinese Medicine, Beijing, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background and aims: Sarcopenia is a common geriatric syndrome that substantially impairs physical function, mobility, and quality of life in older patients with type 2 diabetes mellitus. However, evidence regarding factors associated with sarcopenia in this population remains fragmented and inconsistent, and previous studies have often included mixed-age populations or provided limited quantitative synthesis specifically focused on older adults. Therefore, this systematic review and meta-analysis aimed to comprehensively identify and quantify the associations between clinical factors and sarcopenia in older patients with type 2 diabetes mellitus, thereby providing age-specific evidence for clinical assessment, early identification, and individualized management. Methods: Relevant studies examining factors associated with sarcopenia in older patients with type 2 diabetes mellitus were systematically searched in six databases: PubMed, Web of Science, Embase, the Cochrane Library, CNKI, and Wanfang Data. The search covered the period from database inception to January 2026. Study characteristics, participant characteristics, potential associated factors, and sarcopenia-related outcomes were extracted. The methodological quality of the included cross-sectional studies was assessed using the AHRQ checklist. Meta-analyses were conducted using Review Manager version 5.3. Continuous variables were pooled using mean differences or standardized mean differences, and dichotomous variables were pooled using odds ratios. Publication bias and small-study effects were assessed using funnel plots and Egger's regression test when at least 10 studies were available for a given outcome. For outcomes with substantial heterogeneity, REML-based 95% prediction intervals and exploratory univariable meta-regression analyses were conducted when sufficient data were available. The certainty of evidence for each pooled outcome was assessed using the GRADE approach. Results: A total of 19 cross-sectional studies involving 4,727 older patients with type 2 diabetes mellitus were included. The included studies were of moderate to high methodological quality, with no low-quality studies identified. Sarcopenia was diagnosed using different criteria, including the Asian Working Group for Sarcopenia 2014 criteria, the AWGS 2019 criteria, the European Working Group on Sarcopenia in Older People criteria, and the revised EWGSOP2 criteria. Meta-analysis showed that patients with sarcopenia were significantly older than those without sarcopenia, and had a longer duration of diabetes, higher fasting blood glucose levels, higher HbA1c levels, lower body mass index, and lower hemoglobin levels. No statistically significant associations were observed for male sex, total cholesterol, triglycerides, HDL-C, LDL-C, serum albumin, 25(OH)D, hypertension, smoking exposure, insulin therapy, or coronary/ischemic heart disease. Although sensitivity analyses generally supported the directional stability of the main findings, substantial heterogeneity remained for several outcomes, and all REML-based 95% prediction intervals crossed the null value. Exploratory meta-regression identified geographic region as a significant moderator only for HbA1c. Egger's tests did not indicate statistically significant small-study effects for outcomes with sufficient studies. The certainty of evidence was rated as low for HDL-C, hypertension, and insulin therapy and as very low for all other pooled outcomes, primarily because of the cross-sectional study design, substantial inconsistency, and imprecision. Conclusion: In conclusion, older age, lower BMI, longer diabetes duration, higher fasting blood glucose, higher HbA1c, and lower hemoglobin levels were associated with sarcopenia in older patients with type 2 diabetes mellitus. However, the certainty of evidence was low to very low, and substantial heterogeneity and prediction intervals crossing the null value indicate that the magnitude and presence of these associations may vary across populations and clinical settings. These findings may heighten clinical suspicion during guideline-based sarcopenia assessment but should not be regarded as evidence of independent prediction, validated screening thresholds, or causality. Future prospective studies with standardized measurements and comprehensive adjustment for confounders are required. Systematic review registration: https://www.crd.york.ac.uk/prospero/, identifier CRD420261301123.

Indexed as

Diabetes Mellitus, Type 2SarcopeniaAgedAged, 80 and overCross-Sectional StudiesFemaleHumansMaleQuality of LifeRisk Factorsassociated factorselderly patients with type 2 diabetes mellitusmeta-analysissarcopeniasystematic review

Identifiers

PMID42798462
PMCPMC13612276

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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.