SynthesisFrontiers in endocrinology2024
Exercise training modalities in prediabetes: a systematic review and network meta-analysis.
Synthesis in Frontiers in endocrinology, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 20 papers, 3 of them syntheses that pooled it.
What it found
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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.
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.
Who cites it
20 citing papers in PubMed, 3 syntheses or guidelines pooled it, 24 citations in OpenAlex.
- Effects of energy-matched low- versus high-carbohydrate diets on glycaemic control, lipid profile, and body composition in healthy adults: a systematic review and meta-analysis of randomised controlled trials.European journal of nutrition · 2026Pooled it
- Comparative effectiveness of different exercise modality on glycaemic control and lipid profile for prediabetes: systematic review and network meta-analysis.Frontiers in endocrinology · 2025Pooled it
- Optimal dosage and modality of exercise on glycemic control in people with prediabetes: a systematic review and network meta-analysis.Frontiers in endocrinology · 2025Pooled it
- Core Exercise as Non-Pharmacological Strategy for Improving Metabolic Health in Prediabetic Women.Medicina (Kaunas, Lithuania) · 2025Trial
- Association between CVAI-defined body composition phenotypes and prediabetes outcomes in Chinese adults undergoing health check-ups: a cross-sectional study.Frontiers in nutrition · 2026Article
- Translational Lifestyle Medicine Approaches to Cardiovascular-Kidney-Metabolic Syndrome.Healthcare (Basel, Switzerland) · 2025Review
- Exercise in CKM syndrome progression: a stage-specific approach to cardiovascular, metabolic, and renal health.Cardiovascular diabetology · 2025Review
- Optimal exercise dose for glycemic control in prediabetes across different exercise types.iScience · 2025Article
- Efficacy of exercise-based interventions for prediabetes: an umbrella review of meta-analyses of randomised controlled trials.EClinicalMedicine · 2025Article
- The impact of non-high-density lipoprotein cholesterol to high-density lipoprotein cholesterol ratio (NHHR) on the development of prediabetes in middle-aged and older Chinese adults: a national cohort study.Journal of health, population, and nutrition · 2025Observational
- The impact of exercise on skeletal muscle proteome of prediabetic subjects analyzed with data independent mass spectrometry.Scientific reports · 2025Article
- The Impact of Blood Flow Restriction Training on Glucose and Lipid Metabolism in Overweight or Obese Adults: A Systematic Review and Meta-Analysis.Life (Basel, Switzerland) · 2025Review
- Article
- Consensus-Driven Development of an Exercise Base Manual Programme for Prediabetic Patients: A Delphi Study.Journal of multidisciplinary healthcare · 2025Article
- Integrated strategies for type 2 diabetes prevention: The role of diet and exercise.AIMS public health · 2025Review
- Association between remnant cholesterol levels and reversion to normoglycemia from prediabetes: a 5-year longitudinal cohort study of Chinese non-obese adults.Frontiers in endocrinology · 2025Article
- Article
- Ameliorated lipid distribution in prediabetes - Effects of 12 weeks traditional Chinese YiJinJing exercise plus TheraBand: A randomized controlled trial.Journal of exercise science and fitness · 2024Article
- Exposure of cumulative atherogenic index of plasma and the development of prediabetes in middle-aged and elderly individuals: evidence from the CHARLS cohort study.Cardiovascular diabetology · 2024Article
- Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
7 authors at 2 institutions in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Background: Lifestyle modification based on exercise intervention is still the primary way to delay or reverse the development of diabetes in patients with prediabetes. However, there are still challenges in setting up a detailed exercise prescription for people with prediabetes. This study mainly ranks exercise prescriptions by comparing the improvement of glucose and lipid metabolism and the level of weight loss in patients. Method: All studies on exercise intervention in prediabetes were identified by searching five electronic databases. Risk assessment and meta-analysis were performed on eligible studies. Results: Twenty-four studies involving 1946 patients with prediabetes and seven exercise intervention models were included in the final analysis. The meta-analysis showed that exercise of any type was more effective for glycemic control in prediabetes than no exercise. However, the changes in blood glucose were moderate. In prediabetes, combining moderate-intensity aerobic exercise with low-to moderate-load resistance training showed the most significant improvements in glycosylated hemoglobin (HbA1c), body mass index (BMI), body weight (BW), total cholesterol (TC), and low-density lipoprotein cholesterol (LDL) (P-score=0.82; 0.70; 0.87; 1; 0.99), low-to moderate-load resistance training showed the most significant improvements in fasting blood glucose (FBG) (P-score=0.98), the vigorous-intensity aerobic exercise showed the most significant improvements in 2-hour post-meal blood glucose (2hPG) and systolic blood pressure (SBP) (P-score=0.79; 0.78), and moderate-intensity aerobic exercise showed the most significant improvements in diastolic blood pressure (DBP) (P-score=0.78). Conclusion: In summary, moderate-intensity aerobic exercise, low-to moderate-load resistance training and the combination of both have beneficial effects on glycemic control, weight loss, and cardiovascular health in patients with prediabetes. These findings provide valuable guidance for rehabilitation clinicians and patients alike to follow. Systematic review registration: https://www.crd.york.ac.uk/PROSPERO/, identifier CRD 42021284922.
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Registered trials
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.