Research Summary
Analyzed using Evidence Intelligence™

Dietary intervention reduces insulin use in gestational diabetes

Last updated September 9, 2026

Key finding

The low-energy diet was significantly associated with a reduced likelihood of long-acting insulin use (OR 0.60, 95% CI 0.37-0.99, P = .044).

This study analyzed the effects of a reduced-energy diet on gestational diabetes outcomes. It found that the low-energy diet was linked to less long-acting insulin use.

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 analyzed the effects of a reduced-energy diet on gestational diabetes outcomes. It found that the low-energy diet was linked to less long-acting insulin use.

Clinical relevance

Understanding dietary impacts on gestational diabetes is crucial for managing the condition effectively. The findings suggest that a reduced-energy diet could help lower insulin dependency, potentially leading to better health outcomes for both mothers and infants.

Keep in mind

The study's sample size may limit the generalizability of the findings. The analysis focused on a specific population, which may not represent all women with gestational diabetes. Potential confounding factors were not fully addressed in the analysis.

Published in

Journal Reference

Publication details and source links for this paper.

Laura CK, Zhaohui L, Sarah D, et al. Dietary Intervention in Gestational Diabetes: A Secondary Analysis of the DiGest Trial. The Journal of Clinical Endocrinology and Metabolism. 2026;111(7):2027-2038. doi:10.1210/clinem/dgag026

Main Effects

The low-energy diet was associated with a decreased likelihood of long-acting insulin use (OR 0.60, P = .044).

Maternal weight change showed no significant difference between the two diet groups (B = -0.20, P = .63).

Higher rates of neonatal jaundice were observed in infants of women with GDM and PCOS (24.4% vs 8.9%, P = .002).

Evidence network

How this study fits

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Evidence Context

This study contributes evidence to Reduced-energy intervention diet (1200 kcal/day), Standard diet and Gestational weight gain, Long-acting insulin use, Neonatal jaundice.

Primary intervention

Reduced-energy intervention diet (1200 kcal/day)

Primary outcomes

  • Gestational weight gain
  • Long-acting insulin use
  • Neonatal jaundice

Evidence relationships

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

6
Evidence pairs
6
Relationships
1
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: 63

1

Related topics

6

Evidence pairs

332

Related studies

High relevance in at least one topic

Why it is useful

  • Contributes to 6 evidence relationships
  • Includes primary outcome data
  • Linked to 1 direct semantic evidence topic

Topic contributions

Evidence topic

Contributes evidence

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Primary evidence

Evidence topic

Weight Loss

matched_outcome

Core evidence

Study findings

The primary outcomes reported in this study.

Gestational weight gain

Reduced-energy intervention diet (1200 kcal/day) → Gestational weight gain

Reduced-energy intervention diet (1200 kcal/day) → Gestational weight gain

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

Long-acting insulin use

Reduced-energy intervention diet (1200 kcal/day) → Long-acting insulin use

Reduced-energy intervention diet (1200 kcal/day) → Long-acting insulin use

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

Neonatal jaundice

Reduced-energy intervention diet (1200 kcal/day) → Neonatal jaundice

Reduced-energy intervention diet (1200 kcal/day) → Neonatal jaundice

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

Gestational weight gain

Standard diet → Gestational weight gain

Standard diet → Gestational weight gain

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

Long-acting insulin use

Standard diet → Long-acting insulin use

Standard diet → Long-acting insulin use

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

Neonatal jaundice

Standard diet → Neonatal jaundice

Standard diet → Neonatal jaundice

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

  • Low-energy diet linked to reduced long-acting insulin use (OR 0.60).
  • No significant maternal weight change between diet groups.
  • Increased neonatal jaundice rates in GDM and PCOS cases (24.4%).
who this applies

Who this applies to

  • Women diagnosed with gestational diabetes.
  • Women with polycystic ovary syndrome (PCOS) during pregnancy.
keep in mind

Keep in Mind

  • Results may not apply to women outside the study's demographic.
  • The study did not explore long-term effects of dietary changes.
  • Further research is needed to confirm these findings in larger populations.
between the lines

Between the Lines

  • The study's sample size may limit the generalizability of the findings.
  • The analysis focused on a specific population, which may not represent all women with gestational diabetes.
  • Potential confounding factors were not fully addressed in the analysis.

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 Reduced-energy intervention diet (1200 kcal/day) and Long-acting insulin use, Reduced-energy intervention diet (1200 kcal/day) and Neonatal jaundice.

Related evidence relationships

Explore in Evidence Explorer

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

Included in these evidence collections

Curated evidence collections and hubs this study is part of.

Questions answered by this study

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

Does Reduced-energy intervention diet (1200 kcal/day) improve long-acting insulin use?

Emerging Evidence

Reduced-energy intervention diet (1200 kcal/day) appears to improve long-acting insulin use.

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

Ranked evidence signals

  1. 1

    Long-acting insulin use

    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 Reduced-energy intervention diet (1200 kcal/day) improve neonatal jaundice?

Emerging Evidence

Reduced-energy intervention diet (1200 kcal/day) appears to improve neonatal jaundice.

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

Ranked evidence signals

  1. 1

    Neonatal jaundice

    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 Standard diet improve long-acting insulin use?

Emerging Evidence

Standard diet appears to improve long-acting insulin use.

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

Ranked evidence signals

  1. 1

    Long-acting insulin use

    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 Standard diet improve neonatal jaundice?

Emerging Evidence

Standard diet appears to improve neonatal jaundice.

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

Ranked evidence signals

  1. 1

    Neonatal jaundice

    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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