Research Summary
Analyzed using Evidence Intelligence™

Weight Loss Methods Improve Insulin Resistance in Type 2 Diabetes

Last updated July 15, 2026

Key finding

HOMA-IR decreased by 42.2% (p = 0.004)

This study compared the effects of pharmacological treatment, bariatric surgery, and a very-low-calorie diet on insulin resistance in patients with type 2 diabetes and hypertension, finding significant improvements in insulin resistance and weight loss with surgery and diet.

Quick read

Study at a glance

The essential study design details in one scan.

EvidenceScore™

Moderate

Study type

RCTs

Follow-up

Medium-Term (3–12 mo)

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 compared the effects of pharmacological treatment, bariatric surgery, and a very-low-calorie diet on insulin resistance in patients with type 2 diabetes and hypertension, finding significant improvements in insulin resistance and weight loss with surgery and diet.

Clinical relevance

The findings highlight the potential of bariatric surgery and very-low-calorie diets as effective interventions for managing insulin resistance and weight in patients with type 2 diabetes and hypertension. This could inform treatment strategies and improve patient outcomes, emphasizing the need for tailored approaches in managing these chronic conditions.

Keep in mind

The study's cohort design may limit causal inferences. Sample size and demographic diversity were not specified. Long-term effects of interventions were not assessed.

Published in

Journal Reference

Publication details and source links for this paper.

Kuat O, Aigul D, Gani K, et al. Comparative Effects of Pharmacological Treatment, Bariatric Surgery, and Very-Low-Calorie Diet on Insulin Resistance in Patients with Type 2 Diabetes and Hypertension. Journal of Clinical Medicine. 2026;15(2):546. doi:10.3390/jcm15020546

Main Effects

Bariatric surgery reduced insulin resistance by 88.7% (p < 0.0001).

Very-low-calorie diet led to a significant weight loss of 17.4% (p < 0.0001).

Pharmacological treatment showed an insignificant weight loss of 6.5% (p = 0.06).

Evidence network

How this study fits

Understand where this research contributes within the broader evidence network.

Evidence Context

This study contributes evidence to Bariatric surgery, Subcutaneous Semaglutide, Very-low-calorie ketogenic diet and Diastolic blood pressure, Insulin resistance, Systolic blood pressure, and 1 more.

Primary intervention

Bariatric surgery

Primary outcomes

  • Diastolic blood pressure
  • Insulin resistance
  • Systolic blood pressure

Evidence relationships

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

12
Evidence pairs
12
Relationships
3
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: 72

3

Related topics

12

Evidence pairs

403

Related studies

High relevance in at least one topic

Why it is useful

  • Contributes to 12 evidence relationships
  • Includes primary outcome data
  • Linked to 3 direct semantic evidence topics

Topic contributions

Evidence topic

Contributes evidence

Evidence topic

Contributes evidence

Evidence topic

Contributes evidence

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Primary evidence

Evidence relationship

Ketogenic Diets and Insulin Resistance

Related evidence

Evidence relationship

Bariatric Procedures and Blood Pressure

Save evidence

Evidence relationship

Bariatric Procedures and Insulin Resistance

Save evidence

Core evidence

Study findings

The primary outcomes reported in this study.

Diastolic blood pressure

Bariatric surgery → Diastolic blood pressure

Bariatric surgery → Diastolic blood pressure

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

Insulin resistance

Bariatric surgery → Insulin resistance

Bariatric surgery → Insulin resistance

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

Systolic blood pressure

Bariatric surgery → Systolic blood pressure

Bariatric surgery → Systolic blood pressure

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

Weight loss of 10% or more at 52 weeks

Bariatric surgery → Weight loss of 10% or more at 52 weeks

Bariatric surgery → Weight loss of 10% or more at 52 weeks

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

Diastolic blood pressure

Subcutaneous Semaglutide → Diastolic blood pressure

Subcutaneous Semaglutide → Diastolic blood pressure

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

Insulin resistance

Subcutaneous Semaglutide → Insulin resistance

Subcutaneous Semaglutide → Insulin resistance

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

Systolic blood pressure

Subcutaneous Semaglutide → Systolic blood pressure

Subcutaneous Semaglutide → Systolic blood pressure

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

Weight loss of 10% or more at 52 weeks

Subcutaneous Semaglutide → Weight loss of 10% or more at 52 weeks

Subcutaneous Semaglutide → Weight loss of 10% or more at 52 weeks

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

Diastolic blood pressure

Very-low-calorie ketogenic diet → Diastolic blood pressure

Very-low-calorie ketogenic diet → Diastolic blood pressure

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

Insulin resistance

Very-low-calorie ketogenic diet → Insulin resistance

Very-low-calorie ketogenic diet → Insulin resistance

Evidence Intelligence™
EvidenceScore™
76
Strong
ImpactScore™
85
Very Positive
ConsistencyScore™
100
consistent
Supporting studies: Based on 3 studies
Add to Evidence Tracker

Systolic blood pressure

Very-low-calorie ketogenic diet → Systolic blood pressure

Very-low-calorie ketogenic diet → Systolic blood pressure

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

Weight loss of 10% or more at 52 weeks

Very-low-calorie ketogenic diet → Weight loss of 10% or more at 52 weeks

Very-low-calorie ketogenic diet → Weight loss of 10% or more at 52 weeks

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

Evidence Library

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evidence suggest

Evidence Suggest

  • Bariatric surgery significantly decreased insulin resistance by 88.7%.
  • Very-low-calorie diet resulted in a weight loss of 17.4%.
  • Pharmacological treatment had minimal impact on weight loss.
who this applies

Who this applies to

  • Adults with type 2 diabetes and hypertension.
  • Patients seeking weight loss interventions.
keep in mind

Keep in Mind

  • Results may not be generalizable to all populations.
  • Long-term outcomes of interventions were not evaluated.
  • Variability in individual responses to treatments exists.
between the lines

Between the Lines

  • The study's cohort design may limit causal inferences.
  • Sample size and demographic diversity were not specified.
  • Long-term effects of interventions were not assessed.

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 Ketogenic Diets and Insulin Resistance, Bariatric Procedures and Blood Pressure.

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 Ketogenic Diets improve insulin resistance?

Strong Evidence

Ketogenic Diets may improve Insulin Resistance.

ConsistencyScore™: Results are consistent across studies.

Ranked evidence signals

  1. 1

    Insulin resistance

    EvidenceScore™ Strong | EvidenceScore™ 76.2 | strong positive | ConsistencyScore™ Consistent | 1 study

Why this answer: This answer is based on 4 supporting studies with consistent results and a positive effect signal.

Limitations

  • Population details are unavailable.
4 supporting studiesUpdated: Jul 2026

Does Bariatric Procedures improve blood pressure?

Moderate Evidence

Bariatric Procedures appears to improve Blood Pressure.

ConsistencyScore™: Results are consistent across studies.

Ranked evidence signals

  1. 1

    Diastolic blood pressure

    EvidenceScore™ Moderate | EvidenceScore™ 69.0 | strong positive | ConsistencyScore™ Consistent | 1 study

  2. 2

    Systolic blood pressure

    EvidenceScore™ Moderate | EvidenceScore™ 69.0 | strong positive | ConsistencyScore™ Consistent | 1 study

Why this answer: This answer is based on a small number of supporting studies and should be interpreted cautiously.

Limitations

  • Only a small number of supporting studies are available.
  • Population details are unavailable.
2 supporting studiesUpdated: Jul 2026

Does Bariatric Procedures improve insulin resistance?

Emerging Evidence

Bariatric Procedures appears to improve Insulin Resistance.

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

Ranked evidence signals

  1. 1

    Insulin resistance

    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: Jul 2026

Does Ketogenic Diets improve blood pressure?

Emerging Evidence

Ketogenic Diets appears to improve Blood Pressure.

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

Ranked evidence signals

  1. 1

    Diastolic blood pressure

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

  2. 2

    Systolic blood pressure

    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: Jul 2026
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