Evidence mapPaperPMID 40357204Full record

SynthesisFrontiers in endocrinology2025

Optimal dosage and modality of exercise on glycemic control in people with prediabetes: a systematic review and network meta-analysis.

Lin Zhang, Xing Cheng, Yong Yang, Xue Li, Yuan Yuan

Abstract readNetwork Meta-AnalysisSystematic Review
In one paragraph

Synthesis in Frontiers in endocrinology, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing 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

3 citing papers in PubMed.

  1. Review
  2. Article
  3. Article
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

5 authors.

Lin ZhangDepartment of Rehabilitation, Jintang First People's Hospital, Chengdu, China.
Xing ChengCollege of Sports Medicine and Health, Chengdu Sport University, Chengdu, China.
Yong YangLaboratory of Kinesiology and Rehabilitation, School of Physical Education and Sport, Chaohu University, Hefei, China.
Xue LiThe Rehabilitation Medicine Center, People's Hospital of Deyang City, Deyang, China.
Yuan YuanDepartment of Sport and Exercise Sciences, Kunsan National University, Gunsan-Si, Republic of Korea.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Aims: This study aims to assess the effects of different exercise types and their specific doses on glycemic control among individuals with prediabetes. Methods: Multiple databases were subjected to a comprehensive search for randomized controlled trials (RCTs) published until 15 July 2024. The study protocol was prospectively registered with PROSPERO (CRD42024573186). The exercise interventions analyzed included aerobic exercise (AE), resistance training (RT), and combined aerobic-resistance training (AE+RT). Outcomes were quantified using standardized mean difference (SMD) with 95% credible intervals (CrIs), employing the confidence in network meta-analysis (CINeMA) framework for network meta-analysis to confirm the outcome reliability. Results: According to the network meta-analysis, irrespective of dose, AE+RT led to the largest decrease in fasting blood glucose (FBG) (-0.44, [-0.62 to -0.26]). AE alone resulted in the largest reductions in 2-hour post-meal blood glucose (2hPG) (-0.71, [-0.97 to -0.45]) and glycosylated hemoglobin A1c (HbA1c) (-0.30, [-0.37 to -0.22]). Dose-response (DR) analysis identified optimal doses for each exercise type: 880 metabolic equivalent of task minutes per week (METs-min/week) for both AE and RT and 800 METs-min/week for AE+RT to reduce FBG. The optimal dose for 2hPG improvement via AE was 1,100 METs-min/week, and for HbA1c reduction via RT, it was 870 METs-min/week. Conclusions: Given the variety of impaired glucose regulation (IGR), we recommend that people with prediabetes engage in RT at 1,100 METs-min/week to improve 2hPG and at 870 METs-min/week to reduce HbA1c. For FBG control, a dose of 800 METs-min/week is optimal for all exercise modalities. These evidence-based recommendations provide practical guidance for designing personalized exercise prescriptions to manage prediabetes.

Indexed as

Blood GlucoseExerciseExercise TherapyGlycemic ControlPrediabetic StateGlycated HemoglobinHumansRandomized Controlled Trials as TopicResistance TrainingBlood GlucoseGlycated Hemoglobindose-response relationshipexerciseglycemic controlprediabetesresistance training

Identifiers

PMID40357204
PMCPMC12066256

What Socratic 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 Socratic graph.