Resumen de Investigación
Analyzed using Evidence Intelligence™

Low-Carbohydrate Diet Improves Liver Fat in Type 2 Diabetes

Última actualización 22 de julio de 2026

Key finding

FLI was reduced by -25.1 (p < 0.0001).

This study explored the impact of a low-carbohydrate, energy-restricted diet on beta-cell function and liver fat in adults with Type 2 diabetes, finding significant reductions in liver fat and insulin resistance.

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 explored the impact of a low-carbohydrate, energy-restricted diet on beta-cell function and liver fat in adults with Type 2 diabetes, finding significant reductions in liver fat and insulin resistance.

Clinical relevance

These findings highlight the potential of dietary interventions in managing Type 2 diabetes, particularly in reducing liver fat and improving insulin sensitivity. This could lead to better management strategies for patients, potentially reducing the risk of diabetes-related complications.

Keep in mind

Limited sample size may affect generalizability. Short duration of the study may not capture long-term effects. No significant changes in beta-cell function markers.

Published in

Referencia de la Revista

Publication details and source links for this paper.

Cody D, Hashim I, Haoning HC, et al. Exploring the Effects of a Low-Carbohydrate and Energy-Restricted Diet on Markers of Beta-Cell Function and Liver Fat in Adults with Type 2 Diabetes. Nutrition & Metabolism. 2024;21:29. doi:10.1186/s12986-024-00807-x

Efectos Principales

Fatty Liver Index (FLI) was reduced by -25.1 (p < 0.0001).

Hepatic Steatosis Index (HSI) decreased by -4.9 (p < 0.0001).

HOMA Insulin Resistance (IR) was reduced by -46.5% (p = 0.011).

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 and Beta-cell function, C-peptide to Proinsulin Ratio, Change in Hepatic Steatosis Index (HSI), and 5 more.

Primary intervention

Low-carbohydrate diet

Primary outcomes

  • Beta-cell function
  • C-peptide to Proinsulin Ratio
  • Change in Hepatic Steatosis Index (HSI)

Evidence relationships

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

8
Evidence pairs
8
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: 68

3

Related topics

8

Evidence pairs

765

Related studies

High relevance in at least one topic

Why it is useful

  • Contributes to 8 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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Evidencia principal

Relación de evidencia

Low-Carbohydrate Diet Education and Insulin Resistance

Evidencia relacionada

Relación de evidencia

Low-Carbohydrate Diet Education and Beta-cell Function

Guardar evidencia

Tema de evidencia

Dietary Patterns

Guardar evidencia

Core evidence

Study findings

The primary outcomes reported in this study.

Beta-cell function

Low-carbohydrate diet → Beta-cell function

Low-carbohydrate diet → Beta-cell function

Evidence Intelligence™
EvidenceScore™
Emerging
Score 59 · Based on 1 study
ImpactScore™
50
Neutral
ConsistencyScore™
unclear
Not enough independent studies
Estudios de apoyo: Basado en 1 estudio
Add to Evidence Tracker

C-peptide to Proinsulin Ratio

Low-carbohydrate diet → C-peptide to Proinsulin Ratio

Low-carbohydrate diet → C-peptide to Proinsulin Ratio

Evidence Intelligence™
EvidenceScore™
Emerging
Score 59 · Based on 1 study
ImpactScore™
50
Neutral
ConsistencyScore™
unclear
Not enough independent studies
Estudios de apoyo: Basado en 1 estudio
Add to Evidence Tracker

Change in Hepatic Steatosis Index (HSI)

Low-carbohydrate diet → Change in Hepatic Steatosis Index (HSI)

Low-carbohydrate diet → Change in Hepatic Steatosis Index (HSI)

Evidence Intelligence™
EvidenceScore™
Emerging
Score 59 · Based on 1 study
ImpactScore™
100
Very Positive
ConsistencyScore™
unclear
Not enough independent studies
Estudios de apoyo: Basado en 1 estudio
Add to Evidence Tracker

Circulating Fetuin-A Levels

Low-carbohydrate diet → Circulating Fetuin-A Levels

Low-carbohydrate diet → Circulating Fetuin-A Levels

Evidence Intelligence™
EvidenceScore™
Emerging
Score 59 · Based on 1 study
ImpactScore™
50
Neutral
ConsistencyScore™
unclear
Not enough independent studies
Estudios de apoyo: Basado en 1 estudio
Add to Evidence Tracker

Circulating Fibroblast Growth Factor 21 (FGF21) levels

Low-carbohydrate diet → Circulating Fibroblast Growth Factor 21 (FGF21) levels

Low-carbohydrate diet → Circulating Fibroblast Growth Factor 21 (FGF21) levels

Evidence Intelligence™
EvidenceScore™
Emerging
Score 59 · Based on 1 study
ImpactScore™
100
Very Positive
ConsistencyScore™
unclear
Not enough independent studies
Estudios de apoyo: Basado en 1 estudio
Add to Evidence Tracker

Fatty liver index

Low-carbohydrate diet → Fatty liver index

Low-carbohydrate diet → Fatty liver index

Evidence Intelligence™
EvidenceScore™
Emerging
Score 59 · Based on 1 study
ImpactScore™
100
Very Positive
ConsistencyScore™
unclear
Not enough independent studies
Estudios de apoyo: Basado en 1 estudio
Add to Evidence Tracker

Insulin resistance

Low-carbohydrate diet → Insulin resistance

Low-carbohydrate diet → Insulin resistance

Evidence Intelligence™
EvidenceScore™
Emerging
Score 59 · Based on 1 study
ImpactScore™
100
Very Positive
ConsistencyScore™
unclear
Not enough independent studies
Estudios de apoyo: Basado en 1 estudio
Add to Evidence Tracker

Levels of circulating microRNA 375 in the blood

Low-carbohydrate diet → Levels of circulating microRNA 375 in the blood

Low-carbohydrate diet → Levels of circulating microRNA 375 in the blood

Evidence Intelligence™
EvidenceScore™
Emerging
Score 59 · Based on 1 study
ImpactScore™
50
Neutral
ConsistencyScore™
unclear
Not enough independent studies
Estudios de apoyo: Basado en 1 estudio
Add to Evidence Tracker

Evidence Library

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evidence suggest

La Evidencia Sugiere

  • Significant reduction in Fatty Liver Index by -25.1.
  • HOMA Insulin Resistance decreased by -46.5%.
  • Circulating FGF21 reduced by -161.2 pg/mL.
who this applies

A quién se aplica

  • Adults diagnosed with Type 2 diabetes.
  • Individuals seeking dietary interventions for diabetes management.
keep in mind

Tener en Cuenta

  • Results may not apply to all demographics or diabetes types.
  • The study focused on short-term dietary effects.
  • Further research is needed to assess long-term outcomes.
between the lines

Entre Líneas

  • Limited sample size may affect generalizability.
  • Short duration of the study may not capture long-term effects.
  • No significant changes in beta-cell function markers.

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 Beta-cell Function, Low-Carbohydrate Diet Education and C-peptide to Proinsulin Ratio.

Relaciones de evidencia relacionadas

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 insulin resistance?

Strong Evidence

Low-Carbohydrate Diet Education may improve Insulin Resistance.

ConsistencyScore™: Results are generally consistent across studies.

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 3 supporting studies with generally consistent results and a positive effect signal.

Limitations

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

Does Low-Carbohydrate Diet Education improve beta-cell function?

Emerging Evidence

Current evidence does not show a clear benefit of Low-Carbohydrate Diet Education for Beta-cell Function.

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

Ranked evidence signals

  1. 1

    Beta-cell function

    EvidenceScore™ Emerging | EvidenceScore™ 59.0 | neutral | 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 Low-carbohydrate diet improve change in hepatic steatosis index (hsi)?

Emerging Evidence

Low-carbohydrate diet appears to improve Change in Hepatic Steatosis Index (HSI).

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

Ranked evidence signals

  1. 1

    Change in Hepatic Steatosis Index (HSI)

    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 Low-carbohydrate diet improve circulating fibroblast growth factor 21 (fgf21) levels?

Emerging Evidence

Low-carbohydrate diet appears to improve Circulating Fibroblast Growth Factor 21 (FGF21) levels.

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

Ranked evidence signals

  1. 1

    Circulating Fibroblast Growth Factor 21 (FGF21) levels

    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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