Research Summary
Analyzed using Evidence Intelligence™

Structured exercise improves metabolic health in prediabetic adults

Last updated August 25, 2026

Key finding

Fasting blood glucose decreased significantly from baseline.

This study evaluated the impact of structured exercise interventions on biochemical markers in sedentary prediabetic patients, finding significant reductions in fasting plasma glucose and HbA1c levels.

Quick read

Study at a glance

The essential study design details in one scan.

EvidenceScore™

Moderate

Study type

RCTs

Follow-up

Extended (5–20+ y)

Risk of bias

Some Concerns

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Plain-language summary

What this paper says

A plain-language read of the study’s main message and where it applies.

Study focus

This study evaluated the impact of structured exercise interventions on biochemical markers in sedentary prediabetic patients, finding significant reductions in fasting plasma glucose and HbA1c levels.

Clinical relevance

These findings are clinically significant as they suggest that structured exercise interventions can be an effective strategy for managing prediabetes and potentially preventing the progression to type 2 diabetes. By improving key biochemical markers, such interventions may help reduce the risk of developing diabetes-related complications, thus enhancing patient outcomes and quality of life.

Keep in mind

Limited sample size may affect generalizability. Short duration of the study may not capture long-term effects. Potential biases in self-reported exercise adherence.

Published in

Journal Reference

Publication details and source links for this paper.

Sana H, Syed SUR, Saima R, et al. Impact of Structured Exercise Manual Interventions on Biochemical Markers in Sedentary Prediabetic Patients: A Randomized Controlled Trial. Medicina. 2025;61(2):190. doi:10.3390/medicina61020190

Main Effects

Fasting Plasma Glucose decreased by -12.82 mg/dL (p=0.001)

HbA1c decreased by -0.67% (p=0.001)

Triglycerides decreased by -0.25 mmol/L (p=0.001)

LDL cholesterol decreased by -19.31 mg/dL (p=0.001)

Evidence network

How this study fits

Understand where this research contributes within the broader evidence network.

Evidence Context

This study contributes evidence to Control Group Usual Activity, Structured exercise manual with diet and education guidance, Unsupervised exercise manual intervention and Fasting Plasma Glucose (FPG), HDL cholesterol, HOMA-B, and 3 more.

Primary intervention

Control Group Usual Activity

Primary outcomes

  • Fasting Plasma Glucose (FPG)
  • HDL cholesterol
  • HOMA-B

Evidence relationships

Intervention and outcome relationships this study adds to the evidence network.

18
Evidence pairs
18
Relationships
2
Evidence topics
contributes_evidence

Editorial context

Why this study matters

See why this paper is useful beyond its individual results.

Evidence network role

This section describes how the study fits into the current evidence network. It does not determine whether an intervention works on its own.

Moderate contributionModerate confidenceNetwork score: 68

2

Related topics

18

Evidence pairs

777

Related studies

High relevance in at least one topic

Why it is useful

  • Contributes to 18 evidence relationships
  • Includes primary outcome data
  • Linked to 2 direct semantic evidence topics

Topic contributions

Evidence topic

Contributes evidence

Evidence topic

Contributes evidence

Add related evidence to your Evidence Tracker

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Primary evidence

Evidence topic

Glycemic Control

matched_outcome

Related evidence

Evidence topic

HbA1c Reduction

Save evidence

Core evidence

Study findings

The primary outcomes reported in this study.

Fasting Plasma Glucose (FPG)

Control Group Usual Activity → Fasting Plasma Glucose (FPG)

Control Group Usual Activity → Fasting Plasma Glucose (FPG)

Evidence Intelligence™
EvidenceScore™
Moderate
Score 69 · Based on 2 studies
ImpactScore™
50
Neutral
ConsistencyScore™
100
consistent
Supporting studies: Based on 2 studies
Add to Evidence Tracker

HbA1c

Control Group Usual Activity → HbA1c

Control Group Usual Activity → HbA1c

Evidence Intelligence™
EvidenceScore™
Emerging
Score 59 · Based on 1 study
ImpactScore™
50
Neutral
ConsistencyScore™
unclear
Not enough independent studies
Supporting studies: Based on 1 study
Add to Evidence Tracker

HDL cholesterol

Control Group Usual Activity → HDL cholesterol

Control Group Usual Activity → HDL cholesterol

Evidence Intelligence™
EvidenceScore™
Emerging
Score 59 · Based on 1 study
ImpactScore™
50
Neutral
ConsistencyScore™
unclear
Not enough independent studies
Supporting studies: Based on 1 study
Add to Evidence Tracker

HOMA-B

Control Group Usual Activity → HOMA-B

Control Group Usual Activity → HOMA-B

Evidence Intelligence™
EvidenceScore™
Emerging
Score 59 · Based on 1 study
ImpactScore™
50
Neutral
ConsistencyScore™
unclear
Not enough independent studies
Supporting studies: Based on 1 study
Add to Evidence Tracker

LDL cholesterol

Control Group Usual Activity → LDL cholesterol

Control Group Usual Activity → LDL cholesterol

Evidence Intelligence™
EvidenceScore™
Emerging
Score 59 · Based on 1 study
ImpactScore™
50
Neutral
ConsistencyScore™
unclear
Not enough independent studies
Supporting studies: Based on 1 study
Add to Evidence Tracker

Triglycerides

Control Group Usual Activity → Triglycerides

Control Group Usual Activity → Triglycerides

Evidence Intelligence™
EvidenceScore™
Emerging
Score 59 · Based on 1 study
ImpactScore™
50
Neutral
ConsistencyScore™
unclear
Not enough independent studies
Supporting studies: Based on 1 study
Add to Evidence Tracker

Fasting Plasma Glucose (FPG)

Structured exercise manual with diet and education guidance → Fasting Plasma Glucose (FPG)

Structured exercise manual with diet and education guidance → Fasting Plasma Glucose (FPG)

Evidence Intelligence™
EvidenceScore™
Emerging
Score 59 · Based on 1 study
ImpactScore™
100
Very Positive
ConsistencyScore™
unclear
Not enough independent studies
Supporting studies: Based on 1 study
Add to Evidence Tracker

HbA1c

Structured exercise manual with diet and education guidance → HbA1c

Structured exercise manual with diet and education guidance → HbA1c

Evidence Intelligence™
EvidenceScore™
Emerging
Score 59 · Based on 1 study
ImpactScore™
100
Very Positive
ConsistencyScore™
unclear
Not enough independent studies
Supporting studies: Based on 1 study
Add to Evidence Tracker

HDL cholesterol

Structured exercise manual with diet and education guidance → HDL cholesterol

Structured exercise manual with diet and education guidance → HDL cholesterol

Evidence Intelligence™
EvidenceScore™
Emerging
Score 59 · Based on 1 study
ImpactScore™
100
Very Positive
ConsistencyScore™
unclear
Not enough independent studies
Supporting studies: Based on 1 study
Add to Evidence Tracker

HOMA-B

Structured exercise manual with diet and education guidance → HOMA-B

Structured exercise manual with diet and education guidance → HOMA-B

Evidence Intelligence™
EvidenceScore™
Emerging
Score 59 · Based on 1 study
ImpactScore™
25
Negative
ConsistencyScore™
unclear
Not enough independent studies
Supporting studies: Based on 1 study
Add to Evidence Tracker

LDL cholesterol

Structured exercise manual with diet and education guidance → LDL cholesterol

Structured exercise manual with diet and education guidance → LDL cholesterol

Evidence Intelligence™
EvidenceScore™
Emerging
Score 59 · Based on 1 study
ImpactScore™
100
Very Positive
ConsistencyScore™
unclear
Not enough independent studies
Supporting studies: Based on 1 study
Add to Evidence Tracker

Triglycerides

Structured exercise manual with diet and education guidance → Triglycerides

Structured exercise manual with diet and education guidance → Triglycerides

Evidence Intelligence™
EvidenceScore™
Emerging
Score 59 · Based on 1 study
ImpactScore™
100
Very Positive
ConsistencyScore™
unclear
Not enough independent studies
Supporting studies: Based on 1 study
Add to Evidence Tracker

Fasting Plasma Glucose (FPG)

Unsupervised exercise manual intervention → Fasting Plasma Glucose (FPG)

Unsupervised exercise manual intervention → Fasting Plasma Glucose (FPG)

Evidence Intelligence™
EvidenceScore™
Emerging
Score 59 · Based on 1 study
ImpactScore™
100
Very Positive
ConsistencyScore™
unclear
Not enough independent studies
Supporting studies: Based on 1 study
Add to Evidence Tracker

HbA1c

Unsupervised exercise manual intervention → HbA1c

Unsupervised exercise manual intervention → HbA1c

Evidence Intelligence™
EvidenceScore™
Emerging
Score 59 · Based on 1 study
ImpactScore™
100
Very Positive
ConsistencyScore™
unclear
Not enough independent studies
Supporting studies: Based on 1 study
Add to Evidence Tracker

HDL cholesterol

Unsupervised exercise manual intervention → HDL cholesterol

Unsupervised exercise manual intervention → HDL cholesterol

Evidence Intelligence™
EvidenceScore™
Emerging
Score 59 · Based on 1 study
ImpactScore™
100
Very Positive
ConsistencyScore™
unclear
Not enough independent studies
Supporting studies: Based on 1 study
Add to Evidence Tracker

HOMA-B

Unsupervised exercise manual intervention → HOMA-B

Unsupervised exercise manual intervention → HOMA-B

Evidence Intelligence™
EvidenceScore™
Emerging
Score 59 · Based on 1 study
ImpactScore™
25
Negative
ConsistencyScore™
unclear
Not enough independent studies
Supporting studies: Based on 1 study
Add to Evidence Tracker

LDL cholesterol

Unsupervised exercise manual intervention → LDL cholesterol

Unsupervised exercise manual intervention → LDL cholesterol

Evidence Intelligence™
EvidenceScore™
Emerging
Score 59 · Based on 1 study
ImpactScore™
100
Very Positive
ConsistencyScore™
unclear
Not enough independent studies
Supporting studies: Based on 1 study
Add to Evidence Tracker

Triglycerides

Unsupervised exercise manual intervention → Triglycerides

Unsupervised exercise manual intervention → Triglycerides

Evidence Intelligence™
EvidenceScore™
Emerging
Score 59 · Based on 1 study
ImpactScore™
100
Very Positive
ConsistencyScore™
unclear
Not enough independent studies
Supporting studies: Based on 1 study
Add to Evidence Tracker

Evidence Library

Build your evidence library

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evidence suggest

Evidence Suggest

  • Structured exercise significantly reduced fasting plasma glucose levels.
  • HbA1c levels decreased significantly with structured exercise.
  • LDL cholesterol levels showed a significant decrease.
who this applies

Who this applies to

  • Sedentary adults aged 30-65 years.
  • Individuals diagnosed with prediabetes.
keep in mind

Keep in Mind

  • Results may not apply to non-sedentary individuals.
  • Further research needed to assess long-term effects.
  • Findings are based on a specific population and may not generalize.
between the lines

Between the Lines

  • Limited sample size may affect generalizability.
  • Short duration of the study may not capture long-term effects.
  • Potential biases in self-reported exercise adherence.

Evidence Library

Build your evidence library

Save research, organize studies, and quickly find important evidence again.

Connected Evidence

Explore related studies, evidence collections, and research questions.

Relationships organized using the Dediabetes Evidence Intelligence™ framework.

This study contributes to evidence on Control Group Usual Activity and Fasting Glucose, Control Group Usual Activity and HbA1c.

Related evidence relationships

Explore in Evidence Explorer

This study contributes to the evidence on the following intervention-outcome relationships.

Questions answered by this study

Generated from the study's connected evidence using Evidence Intelligence™.

Does Control Group Usual Activity improve fasting plasma glucose (fpg)?

Moderate Evidence

Current evidence does not show a clear benefit of Control Group Usual Activity for Fasting Plasma Glucose (FPG).

ConsistencyScore™: Results are consistent across studies.

Ranked evidence signals

  1. 1

    Fasting Plasma Glucose (FPG)

    EvidenceScore™ Moderate | EvidenceScore™ 69.0 | neutral | ConsistencyScore™ Consistent | 1 study

Why this answer: This answer is based on a single supporting study.

Limitations

  • Only one supporting study is available.
  • Population details are unavailable.
1 supporting studyUpdated: Aug 2026

Does Structured exercise manual with diet and education guidance improve fasting plasma glucose (fpg)?

Emerging Evidence

Structured exercise manual with diet and education guidance appears to improve Fasting Plasma Glucose (FPG).

ConsistencyScore™: Consistency cannot yet be determined from the available evidence.

Ranked evidence signals

  1. 1

    Fasting Plasma Glucose (FPG)

    EvidenceScore™ Emerging | EvidenceScore™ 59.0 | strong positive | ConsistencyScore™ Unclear | 1 study

Why this answer: This answer is based on a single supporting study.

Limitations

  • Only one supporting study is available.
  • Consistency cannot yet be determined.
  • Population details are unavailable.
1 supporting studyUpdated: Aug 2026

Does Structured exercise manual with diet and education guidance improve hdl cholesterol?

Emerging Evidence

Structured exercise manual with diet and education guidance appears to improve HDL cholesterol.

ConsistencyScore™: Consistency cannot yet be determined from the available evidence.

Ranked evidence signals

  1. 1

    HDL cholesterol

    EvidenceScore™ Emerging | EvidenceScore™ 59.0 | strong positive | ConsistencyScore™ Unclear | 1 study

Why this answer: This answer is based on a single supporting study.

Limitations

  • Only one supporting study is available.
  • Consistency cannot yet be determined.
  • Population details are unavailable.
1 supporting studyUpdated: Aug 2026

Does Structured exercise manual with diet and education guidance improve HbA1c?

Emerging Evidence

Structured exercise manual with diet and education guidance appears to improve HbA1c.

ConsistencyScore™: Consistency cannot yet be determined from the available evidence.

Ranked evidence signals

  1. 1

    HbA1c

    EvidenceScore™ Emerging | EvidenceScore™ 59.0 | strong positive | ConsistencyScore™ Unclear | 1 study

Why this answer: This answer is based on a single supporting study.

Limitations

  • Only one supporting study is available.
  • Consistency cannot yet be determined.
  • Population details are unavailable.
1 supporting studyUpdated: Aug 2026
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