Evidence map›Paper›PMID 42528691›Full record

SynthesisFrontiers in endocrinology2026

The optimal exercise modality and dose for glycemic control in older adults with type 2 diabetes mellitus: a systematic review and network meta-analysis.

Li Zhan, Lin Wang, Shijie Liu, Sijun Wu, Chicheng Zhou, Zhiji Wang, Fengrui Shi, Youling Qian, Jiewen Xiao, Shuliang Xu

Abstract readSystematic ReviewNetwork Meta-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.

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

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

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.

Li ZhanSchool of Physical Education, Wuhan University of Technology, Wuhan, China.
Lin WangSchool of Physical Education, Wuhan University of Technology, Wuhan, China.
Shijie LiuSchool of Physical Education, Wuhan University of Technology, Wuhan, China.
Sijun WuSchool of Physical Education, Shanghai University of Sport, Shanghai, China.
Chicheng ZhouSchool of Physical Education, Wuhan University of Technology, Wuhan, China.
Zhiji WangSchool of Physical Education, Wuhan University of Technology, Wuhan, China.
Fengrui ShiSchool of Wushu, Wuhan Sports University, Wuhan, China.
Youling QianSchool of Physical Education, Hubei Minzu University, Enshi, China.
Jiewen XiaoSchool of Physical Education, Hubei Minzu University, Enshi, China.
Shuliang XuSchool of Music and Physical Education, Hubei Enshi College, Enshi, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Objective: While exercise remains an essential part of managing type 2 diabetes mellitus (T2DM), evidence remains limited regarding which exercise modalities and doses provide the greatest benefit for glycemic control in older adults. Accordingly, we assessed the effects of exercise modality and dose on glycated hemoglobin (HbA1c), fasting blood glucose (FBG), and 2-hour postprandial glucose (2hPG) in older adults with T2DM. Methods: We searched seven databases from inception to 18 August 2025. Eligible studies were RCTs involving adults with T2DM in which the mean participant age was at least 60 years. Under a Bayesian framework, we conducted a random-effects network meta-analysis combined with dose-response modeling, using MET-min/week as the standardized metric for exercise dose, to assess the effects of exercise on glycemic control in older adults. Results: Thirty-four RCTs involving 2461 participants were ultimately included. The intervention network comprised continuous aerobic exercise (CAE), combined aerobic and resistance exercise (CE), traditional Chinese sports (TCS), resistance exercise (RE), high-intensity interval training (HIIT), and control group (CG). For HbA1c, CE (MD = -1.05%; 95% CrI: -1.43, -0.64), TCS (MD = -0.80%; 95% CrI: -1.09, -0.52), HIIT (MD = -0.63%; 95% CrI: -1.07, -0.19), CAE (MD = -0.48%; 95% CrI: -0.74, -0.24) and RE (MD = -0.44%; 95% CrI: -0.80, -0.08) showed greater reductions than CG. The SUCRA ranking probabilities favored CE for HbA1c (SUCRA = 94.86%). For FBG, significant reductions versus CG were observed for CE (MD = -1.44 mmol/L; 95% CrI: -2.16, -0.66), CAE (MD = -0.98 mmol/L; 95% CrI: -1.52, -0.41), and TCS (MD = -0.77 mmol/L; 95% CrI: -1.30, -0.23). Ranking probabilities favored CE (SUCRA = 88.03%). In the overall dose-response analyses, significant improvements began at approximately 520 MET-min/week for HbA1c and 500 MET-min/week for FBG. For 2hPG, evidence was limited. Only CE showed a significant reduction versus CG (MD = -3.15 mmol/L; 95% CrI: -5.42, -0.83), and no dose-response analysis was performed because of sparse evidence. Conclusions: Exercise interventions improved glycemic control in older adults with T2DM, and CE appeared to show a favorable overall profile across glycemic outcomes. Total exercise volume showed nonlinear dose-response relationships with HbA1c and FBG. Further well-designed studies are needed to confirm these dose-response patterns, refine dose ranges for specific exercise modalities, and support more individualized exercise strategies. Systematic Review Registration: https://www.crd.york.ac.uk/PROSPERO/view/CRD420251127345, identifier CRD420251127345.

Indexed as

Blood GlucoseDiabetes Mellitus, Type 2ExerciseExercise TherapyGlycemic ControlAgedGlycated HemoglobinHumansBlood GlucoseGlycated Hemoglobindose-response relationshipsexerciseglycemic contrololder adultsphysical activitytype 2 diabetes mellitus

Identifiers

PMID42528691
PMCPMC13414825

What OpenQuestion holds

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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.