Evidence map›Paper›PMID 41346675›Full record

SynthesisFrontiers in nutrition2025

Network meta-analysis of the effects of combined exercise and vitamin intervention on insulin resistance and related indicators in patients with type 2 diabetes.

Fangquan Deng, Yin Ji, Haijun Kong, Yebiao Fu, Hanqiao Zhang, Junting Zhang

Abstract readSystematic Review
In one paragraph

Synthesis in Frontiers in nutrition, 2025. 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

6 authors.

Fangquan DengCollege of Physical Education, Kashgar University, Kashgar, China.
Yin JiDepartment of Physical Education, Shandong Jiaotong University, Jinan, China.
Haijun KongCollege of Physical Education, Kashgar University, Kashgar, China.
Yebiao FuDepartment of Aviation Security, China Civil Aviation Flight Academy, Guanghan, China.
Hanqiao ZhangSchool of Aviation Sports, China Civil Aviation Flight Academy, Guiyang, China.
Junting ZhangCollege of Physical Education, Kashgar University, Kashgar, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Objective: This study aimed to evaluate the effects of vitamin supplementation, exercise, and their combined interventions on insulin resistance and related outcomes in patients with type 2 diabetes (T2D). Additionally, it examined the dose-response relationships between vitamin dosage, exercise intensity, and improvements in insulin resistance. Methods: Relevant studies investigating the impact of vitamin supplementation and exercise interventions on insulin resistance in T2D patients were systematically retrieved from authoritative domestic and international databases, followed by comprehensive synthesis and analysis. Results: Traditional meta-analyses revealed that both short-term (<12 weeks) and long-term (>12 weeks) interventions significantly improved insulin resistance and related outcomes. The exceptions included vitamin supplementation alone, which did not significantly improve glycated hemoglobin (HbA1c); neither exercise alone or vitamin supplementation alone, which failed to significantly reduce fasting blood glucose; and combined exercise interventions, which had no significant effects on insulin levels. All other interventions yielded significant benefits. Network meta-analysis revealed that, compared with the control group, probiotics provided the greatest improvement in insulin resistance. Vitamin D was most effective at improving HbA1c, whereas vitamin C had the strongest effects on fasting blood glucose and insulin indices. Dose-subgroup analysis indicated that vitamin supplementation up to 2000 IU/day most effectively reduced fasting blood glucose ( Conclusion: Vitamin supplementation at 4100-7500 IU/day combined with moderate-intensity exercise (approximately 4 METs) performed three times per week with each session lasting 45-60 min, yielded the most favorable improvements in insulin resistance and related metabolic outcomes in T2D patients. Systematic review registration: https://www.crd.york.ac.uk/PROSPERO/view/CRD420250655264.

Indexed as

exercise interventioninsulin resistancenetwork meta-analysistype 2 diabetesvitamin intervention

Identifiers

PMID41346675
PMCPMC12672266

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.