Research Summary
Analyzed using Evidence Intelligence™

Ketogenic Diet Reduces Proinsulin More Than Low-Fat Diet

Last updated September 12, 2026

Key finding

Diet assignment was a significant predictor of change in fasting PICP (PICP 0) (KD vs LFD β = −0.18 [−11.16, −0.05])

This study compared the effects of a ketogenic diet and a low-fat diet on proinsulin levels in individuals with type 2 diabetes, finding that the ketogenic diet led to a greater reduction in proinsulin levels.

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 a ketogenic diet and a low-fat diet on proinsulin levels in individuals with type 2 diabetes, finding that the ketogenic diet led to a greater reduction in proinsulin levels.

Clinical relevance

These findings are significant for clinical practice as they suggest that dietary interventions, specifically a ketogenic diet, can lead to improved metabolic markers in individuals with type 2 diabetes. Reducing proinsulin levels may help in better managing diabetes and reducing the risk of complications associated with the disease.

Keep in mind

The study's sample size and demographic diversity were not specified. Long-term effects of the diets were not assessed beyond the 12-week period. Potential confounding factors were not fully explored.

Published in

Journal Reference

Publication details and source links for this paper.

Marian LY, Amanda RF, Lauren AF, Sara LV, Barbara AG. A Ketogenic Diet Reduces Proinsulin Levels More Than a Low-Fat Diet in Type 2 Diabetes. Journal of the Endocrine Society. 2026;10(5):bvag073. doi:10.1210/jendso/bvag073

Main Effects

The ketogenic diet reduced fasting proinsulin to C-peptide ratio (PICP 0) by β = -0.18 (p = 0.048).

The ketogenic diet reduced 190-minute proinsulin to C-peptide ratio (PICP 190) by β = -0.23 (p = 0.007).

Changes in acute C-peptide response were inversely associated with changes in both PICP 0 and PICP 190.

Evidence network

How this study fits

Understand where this research contributes within the broader evidence network.

Evidence Context

This study contributes evidence to Low-carbohydrate diet, Low-fat diet and 190-minute proinsulin to C-peptide ratio (PICP 190), Fasting blood sugar (FBS), acute C-peptide response (ACP).

Primary intervention

Low-carbohydrate diet

Primary outcomes

  • 190-minute proinsulin to C-peptide ratio (PICP 190)
  • Fasting blood sugar (FBS)
  • acute C-peptide response (ACP)

Evidence relationships

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

6
Evidence pairs
6
Relationships
2
Evidence topics
contributes_evidence

Editorial context

Why this study matters

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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

6

Evidence pairs

886

Related studies

High relevance in at least one topic

Why it is useful

  • Contributes to 6 evidence relationships
  • Includes primary outcome data
  • Linked to 2 direct semantic evidence topics

Topic contributions

Evidence topic

Contributes evidence

Evidence topic

Contributes evidence

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Primary evidence

Evidence relationship

Low-Carbohydrate Diet Education and Fasting Glucose

Related evidence

Evidence relationship

Low-fat Diets and Fasting Glucose

Save evidence

Evidence topic

Fasting Blood Glucose

Save evidence

Core evidence

Study findings

The primary outcomes reported in this study.

190-minute proinsulin to C-peptide ratio (PICP 190)

Low-carbohydrate diet → 190-minute proinsulin to C-peptide ratio (PICP 190)

Low-carbohydrate diet → 190-minute proinsulin to C-peptide ratio (PICP 190)

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

acute C-peptide response (ACP)

Low-carbohydrate diet → acute C-peptide response (ACP)

Low-carbohydrate diet → acute C-peptide response (ACP)

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 blood sugar (FBS)

Low-carbohydrate diet → Fasting blood sugar (FBS)

Low-carbohydrate diet → Fasting blood sugar (FBS)

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

190-minute proinsulin to C-peptide ratio (PICP 190)

Low-fat diet → 190-minute proinsulin to C-peptide ratio (PICP 190)

Low-fat diet → 190-minute proinsulin to C-peptide ratio (PICP 190)

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

acute C-peptide response (ACP)

Low-fat diet → acute C-peptide response (ACP)

Low-fat diet → acute C-peptide response (ACP)

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 blood sugar (FBS)

Low-fat diet → Fasting blood sugar (FBS)

Low-fat diet → Fasting blood sugar (FBS)

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

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evidence suggest

Evidence Suggest

  • The ketogenic diet led to a significant decrease in fasting proinsulin levels compared to the low-fat diet.
  • A decrease in 190-minute proinsulin levels was also observed with the ketogenic diet.
  • Changes in acute C-peptide response correlated inversely with proinsulin levels.
who this applies

Who this applies to

  • Adults diagnosed with type 2 diabetes.
  • Individuals looking for dietary interventions to manage insulin levels.
keep in mind

Keep in Mind

  • Results may not be generalizable to all populations with diabetes.
  • The study did not evaluate the long-term sustainability of the diets.
  • Further research is needed to explore the mechanisms behind the observed effects.
between the lines

Between the Lines

  • The study's sample size and demographic diversity were not specified.
  • Long-term effects of the diets were not assessed beyond the 12-week period.
  • Potential confounding factors were not fully explored.

Evidence Library

Build your evidence library

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Connected Evidence

Explore related studies, evidence collections, and research questions.

Relationships organized using the Dediabetes Evidence Intelligence™ framework.

This study contributes to evidence on Low-Carbohydrate Diet Education and Fasting Glucose, Low-Carbohydrate Diet Education and 190-minute proinsulin to C-peptide ratio (PICP 190).

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 Low-Carbohydrate Diet Education improve fasting glucose?

Strong Evidence

Low-Carbohydrate Diet Education appears to improve fasting glucose.

ConsistencyScore™: Results are consistent across studies.

Ranked evidence signals

  1. 1

    Fasting blood sugar (FBS)

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

Why this answer: This answer is based on 13 supporting studies with consistent results and a positive effect signal.

13 supporting studies

Do Low-fat Diets improve fasting glucose?

Moderate Evidence

Low-fat Diets appear to improve fasting glucose.

ConsistencyScore™: Results are consistent across studies.

Ranked evidence signals

  1. 1

    Fasting blood sugar (FBS)

    EvidenceScore™ Emerging | EvidenceScore™ 59.0 | strong positive | ConsistencyScore™ Unclear | 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.
2 supporting studies

Does Low-carbohydrate diet improve 190-minute proinsulin to c-peptide ratio (picp 190)?

Emerging Evidence

Low-carbohydrate diet appears to improve 190-minute proinsulin to c-peptide ratio (picp 190).

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

Ranked evidence signals

  1. 1

    190-minute proinsulin to C-peptide ratio (PICP 190)

    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.
1 supporting study

Does Low-fat diet improve 190-minute proinsulin to c-peptide ratio (picp 190)?

Emerging Evidence

Low-fat diet appears to improve 190-minute proinsulin to c-peptide ratio (picp 190).

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

Ranked evidence signals

  1. 1

    190-minute proinsulin to C-peptide ratio (PICP 190)

    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.
1 supporting study
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