Research Summary
Analyzed using Evidence Intelligence™

Novel OGTT metrics show little predictive value for prediabetes remission

Last updated August 25, 2026

Key finding

There was a non-linear association between baseline fasting glucose and prediabetes remission at 1 year (P = 0.008).

This study analyzed the predictive value of novel OGTT metrics for prediabetes remission during lifestyle interventions in the PREVIEW trial, finding unclear effectiveness.

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

High Risk

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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 predictive value of novel OGTT metrics for prediabetes remission during lifestyle interventions in the PREVIEW trial, finding unclear effectiveness.

Clinical relevance

Understanding the factors that predict prediabetes remission is crucial for developing effective interventions. This study highlights the complexity of using novel OGTT metrics, suggesting that while lifestyle changes are important, the specific metrics may not reliably indicate remission outcomes.

Keep in mind

Effectiveness of interventions remains unclear due to non-significant findings. Limited generalizability due to specific population characteristics. Potential confounding factors not accounted for in the analysis.

Published in

Journal Reference

Publication details and source links for this paper.

Ruixin Z, Jie G, Gareth S, et al. Incremental predictive value of novel OGTT metrics for prediabetes remission during lifestyle intervention: a post-hoc analysis of the PREVIEW trial. Cardiovascular Diabetology. 2026;25:168. doi:10.1186/s12933-026-03186-0

Main Effects

Prediabetes remission at 1 year showed a non-linear association with baseline fasting glucose (P = 0.008).

At 2 years, inverse linear associations were observed, independent of 2-h glucose and HbA1c.

Higher baseline HbA1c was linked to a lower likelihood of remission at 3 years.

Evidence network

How this study fits

Understand where this research contributes within the broader evidence network.

Evidence Context

This study contributes evidence to Moderate continuous exercise and 1-hour glucose level, 2-hour plasma glucose, Fasting Plasma Glucose (FPG), and 9 more.

Primary intervention

Moderate continuous exercise

Primary outcomes

  • 1-hour glucose level
  • 2-hour plasma glucose
  • Fasting Plasma Glucose (FPG)

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

796

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

Aerobic Exercise and Postprandial and OGTT Glucose

Related evidence

Evidence relationship

Aerobic Exercise and HbA1c

Save evidence

Evidence relationship

Aerobic Exercise and Fasting Glucose

Save evidence

Core evidence

Study findings

The primary outcomes reported in this study.

1-hour glucose level

Moderate continuous exercise → 1-hour glucose level

Moderate continuous exercise → 1-hour glucose level

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

2-hour plasma glucose

Moderate continuous exercise → 2-hour plasma glucose

Moderate continuous exercise → 2-hour plasma glucose

Evidence Intelligence™
EvidenceScore™
Moderate
Score 69 · Based on 2 studies
ImpactScore™
75
Positive
ConsistencyScore™
35
mixed
Supporting studies: Based on 2 studies
Add to Evidence Tracker

Fasting Plasma Glucose (FPG)

Moderate continuous exercise → Fasting Plasma Glucose (FPG)

Moderate continuous exercise → Fasting Plasma Glucose (FPG)

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

Glucose area under the curve (AUC)

Moderate continuous exercise → Glucose area under the curve (AUC)

Moderate continuous exercise → Glucose area under the curve (AUC)

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

HbA1c

Moderate continuous exercise → HbA1c

Moderate continuous exercise → HbA1c

Evidence Intelligence™
EvidenceScore™
Moderate
Score 69 · Based on 2 studies
ImpactScore™
75
Positive
ConsistencyScore™
35
mixed
Supporting studies: Based on 2 studies
Add to Evidence Tracker

Maximum glucose

Moderate continuous exercise → Maximum glucose

Moderate continuous exercise → Maximum glucose

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

Maximum glucose excursion during OGTT

Moderate continuous exercise → Maximum glucose excursion during OGTT

Moderate continuous exercise → Maximum glucose excursion during OGTT

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

Minimum glucose

Moderate continuous exercise → Minimum glucose

Moderate continuous exercise → Minimum glucose

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

OGTT glucose AUC shape

Moderate continuous exercise → OGTT glucose AUC shape

Moderate continuous exercise → OGTT glucose AUC shape

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

Prediabetes remission at 1 year

Moderate continuous exercise → Prediabetes remission at 1 year

Moderate continuous exercise → Prediabetes remission at 1 year

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

Prediabetes remission at 3 years

Moderate continuous exercise → Prediabetes remission at 3 years

Moderate continuous exercise → Prediabetes remission at 3 years

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

Time to glycemic target

Moderate continuous exercise → Time to glycemic target

Moderate continuous exercise → Time to glycemic target

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

  • No significant associations of baseline novel OGTT metrics with prediabetes remission were found.
  • Adding individual novel OGTT metrics did not improve model fit or discrimination (P > 0.05).
  • Higher baseline HbA1c correlated with lower remission likelihood at 3 years.
who this applies

Who this applies to

  • Adults with prediabetes participating in lifestyle intervention programs.
  • Individuals monitored for glucose levels during diabetes prevention efforts.
keep in mind

Keep in Mind

  • Results may not apply to populations outside the study's demographic.
  • The study's findings are based on specific interventions that may not be universally applicable.
  • Further research is needed to clarify the role of novel OGTT metrics in predicting remission.
between the lines

Between the Lines

  • Effectiveness of interventions remains unclear due to non-significant findings.
  • Limited generalizability due to specific population characteristics.
  • Potential confounding factors not accounted for in the analysis.

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 Aerobic Exercise and Postprandial and OGTT Glucose, Aerobic Exercise and HbA1c.

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 Aerobic Exercise improve postprandial and ogtt glucose?

Strong Evidence

Aerobic Exercise may improve Postprandial and OGTT Glucose.

ConsistencyScore™: Results are generally consistent across studies.

Ranked evidence signals

  1. 1

    2-hour plasma glucose

    EvidenceScore™ Moderate | EvidenceScore™ 69.0 | moderate positive | ConsistencyScore™ Mixed | 1 study

  2. 2

    Glucose area under the curve (AUC)

    EvidenceScore™ Emerging | EvidenceScore™ 59.0 | neutral | ConsistencyScore™ Unclear | 1 study

Why this answer: This answer is based on 6 supporting studies with generally consistent results and a positive effect signal.

Limitations

  • Population details are unavailable.
6 supporting studiesUpdated: Aug 2026

Does Aerobic Exercise improve HbA1c?

Strong Evidence

Aerobic Exercise may improve HbA1c.

ConsistencyScore™: Results are generally consistent across studies.

Ranked evidence signals

  1. 1

    HbA1c

    EvidenceScore™ Moderate | EvidenceScore™ 69.0 | moderate positive | ConsistencyScore™ Mixed | 1 study

Why this answer: This answer is based on 7 supporting studies with generally consistent results and a positive effect signal.

Limitations

  • Population details are unavailable.
7 supporting studiesUpdated: Aug 2026

Does Aerobic Exercise improve fasting glucose?

Strong Evidence

Aerobic Exercise appears to improve Fasting Glucose.

ConsistencyScore™: Results are consistent across studies.

Ranked evidence signals

  1. 1

    Fasting Plasma Glucose (FPG)

    EvidenceScore™ Emerging | EvidenceScore™ 59.0 | neutral | ConsistencyScore™ Unclear | 1 study

Why this answer: This answer is based on 7 supporting studies with consistent results and a positive effect signal.

Limitations

  • Population details are unavailable.
7 supporting studiesUpdated: Aug 2026

Does Aerobic Exercise improve cgm time in range?

Strong Evidence

Aerobic Exercise may improve CGM Time in Range.

ConsistencyScore™: Results are generally consistent across studies.

Ranked evidence signals

  1. 1

    Time to glycemic target

    EvidenceScore™ Emerging | EvidenceScore™ 59.0 | neutral | ConsistencyScore™ Unclear | 1 study

Why this answer: This answer is based on 5 supporting studies with generally consistent results and a positive effect signal.

Limitations

  • Population details are unavailable.
5 supporting studiesUpdated: Aug 2026
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