Research Summary
Analyzed using Evidence Intelligence™

Vitamin D may reduce diabetes risk in certain adults with prediabetes

Last updated September 3, 2026

Key finding

1480 adults with AC and CC genotypes had a reduced risk of diabetes (HR, 0.81 [95% CI, 0.66-0.99]).

This study investigated the impact of vitamin D supplementation on diabetes risk in adults with prediabetes, revealing a reduced risk in certain genetic subgroups.

Quick read

Study at a glance

The essential study design details in one scan.

EvidenceScore™

Moderate

Study type

RCTs

Follow-up

Long-Term (1–5 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 investigated the impact of vitamin D supplementation on diabetes risk in adults with prediabetes, revealing a reduced risk in certain genetic subgroups.

Clinical relevance

Understanding how genetic variations affect responses to vitamin D supplementation can help tailor diabetes prevention strategies. This research highlights the importance of personalized medicine, potentially guiding clinicians in recommending vitamin D to those most likely to benefit.

Keep in mind

The study's effectiveness findings were unclear for some outcomes. Sample size may limit the generalizability of results. The study did not assess long-term effects of vitamin D supplementation.

Published in

Journal Reference

Publication details and source links for this paper.

Bess D, Gordon SH, Jason N, Ellen V, Sarah NP, Anastassios GP. Genetic Variation in the Vitamin D Receptor and Diabetes Risk Reduction with Vitamin D Supplementation in Adults with Prediabetes. JAMA Network Open. 2026;9(4):e267332. doi:10.1001/jamanetworkopen.2026.7332

Main Effects

Participants with AC and CC genotypes had a reduced diabetes risk (HR, 0.81 [95% CI, 0.66-0.99]).

Adults with the AA genotype did not respond to vitamin D3 treatment (HR, 1.02 [95% CI, 0.72-1.44]).

Evidence network

How this study fits

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Evidence Context

This study contributes evidence to Vitamin D supplementation and Incident diabetes risk, No response to treatment.

Primary intervention

Vitamin D supplementation

Primary outcomes

  • Incident diabetes risk
  • No response to treatment

Evidence relationships

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

2
Evidence pairs
2
Relationships
0
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: 46

0

Related topics

2

Evidence pairs

0

Related studies

Why it is useful

  • Contributes to 2 evidence relationships
  • Includes primary outcome data
  • Linked to 0 direct semantic evidence topics

Core evidence

Study findings

The primary outcomes reported in this study.

Incident diabetes risk

Vitamin D supplementation → Incident diabetes risk

Vitamin D supplementation → Incident diabetes risk

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

No response to treatment

Vitamin D supplementation → No response to treatment

Vitamin D supplementation → No response to treatment

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

Evidence Library

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evidence suggest

Evidence Suggest

  • Vitamin D supplementation reduced diabetes risk in adults with AC and CC genotypes (HR, 0.81).
  • No significant response to treatment was observed in adults with the AA genotype (HR, 1.02).
who this applies

Who this applies to

  • Adults aged 18 and older with prediabetes.
  • Individuals with specific genetic variations in the vitamin D receptor.
keep in mind

Keep in Mind

  • Results may not apply to populations outside the study's demographic.
  • The study did not explore the effects of vitamin D on diabetes prevention in other genetic backgrounds.
  • Further research is needed to confirm long-term benefits of vitamin D supplementation.
between the lines

Between the Lines

  • The study's effectiveness findings were unclear for some outcomes.
  • Sample size may limit the generalizability of results.
  • The study did not assess long-term effects of vitamin D supplementation.

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 Vitamin D supplementation and Incident diabetes risk, Vitamin D supplementation and No response to treatment.

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 Vitamin D supplementation reduce incident diabetes risk?

Emerging Evidence

Vitamin D supplementation appears to reduce incident diabetes risk.

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

Ranked evidence signals

  1. 1

    Incident diabetes risk

    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 Vitamin D supplementation improve no response to treatment?

Emerging Evidence

Current evidence does not show a clear benefit of Vitamin D supplementation for no response to treatment.

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

Ranked evidence signals

  1. 1

    No response to treatment

    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.
1 supporting study
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