Resumen de Investigación
Analyzed using Evidence Intelligence™

Maintaining Non-Diabetes Status Reduces Long-Term Risks

Última actualización 25 de agosto de 2026

Key finding

HR: 0.74; 95% CI: 0.57 to 0.97, p = 0.026

The study examined the long-term outcomes of individuals with impaired glucose tolerance who underwent a lifestyle intervention, finding significant reductions in mortality and cardiovascular events compared to those with diabetes.

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

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

The study examined the long-term outcomes of individuals with impaired glucose tolerance who underwent a lifestyle intervention, finding significant reductions in mortality and cardiovascular events compared to those with diabetes.

Clinical relevance

These findings highlight the importance of lifestyle interventions in preventing serious health issues in individuals at risk for diabetes. By reducing the risk of all-cause mortality and cardiovascular events, such interventions can improve quality of life and reduce healthcare costs associated with diabetes-related complications.

Keep in mind

Limited generalizability due to specific population characteristics Unclear effectiveness of the intervention in diverse settings Potential confounding factors not fully controlled

Published in

Referencia de la Revista

Publication details and source links for this paper.

Xin Q, Jinping W, Qiuhong G, et al. Years of Non-Diabetes Status After Impaired Glucose Tolerance and Long-Term Outcomes. PLOS Medicine. 2024;21(7):e1004419. doi:10.1371/journal.pmed.1004419

Efectos Principales

Significantly lower risk of all-cause mortality (HR: 0.74, p = 0.026)

Significantly lower risk of cardiovascular events (HR: 0.63, p < 0.001)

Significantly lower risk of microvascular complications (HR: 0.62, p = 0.004)

Significant reduction in cardiovascular death observed after 6 years (HR: 0.56, p = 0.002)

Evidence network

How this study fits

Understand where this research contributes within the broader evidence network.

Evidence Context

This study contributes evidence to Complex lifestyle intervention and All-cause mortality, Cardiovascular death, Cardiovascular events, and 1 more.

Primary intervention

Complex lifestyle intervention

Primary outcomes

  • All-cause mortality
  • Cardiovascular death
  • Cardiovascular events

Evidence relationships

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

4
Evidence pairs
4
Relationships
2
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: 64

2

Related topics

4

Evidence pairs

131

Related studies

High relevance in at least one topic

Why it is useful

  • Contributes to 4 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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Evidencia principal

Relación de evidencia

Diabetes Self-Management Education and Support (DSMES) Programs and Cardiovascular Outcomes

Evidencia relacionada

Tema de evidencia

Cardiovascular Risk

Guardar evidencia

Tema de evidencia

Diabetes Self-Management Education and Support

Guardar evidencia

Core evidence

Study findings

The primary outcomes reported in this study.

All-cause mortality

Complex lifestyle intervention → All-cause mortality

Complex lifestyle intervention → All-cause mortality

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

Cardiovascular death

Complex lifestyle intervention → Cardiovascular death

Complex lifestyle intervention → Cardiovascular death

Evidence Intelligence™
EvidenceScore™
Emerging
Score 59 · Based on 1 study
ImpactScore™
25
Negative
ConsistencyScore™
unclear
Not enough independent studies
Estudios de apoyo: Basado en 1 estudio
Add to Evidence Tracker

Cardiovascular events

Complex lifestyle intervention → Cardiovascular events

Complex lifestyle intervention → Cardiovascular events

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

Diabetic microvascular complication multimorbidity

Complex lifestyle intervention → Diabetic microvascular complication multimorbidity

Complex lifestyle intervention → Diabetic microvascular complication multimorbidity

Evidence Intelligence™
EvidenceScore™
Moderate
Score 69 · Based on 2 studies
ImpactScore™
75
Positive
ConsistencyScore™
35
mixed
Estudios de apoyo: Basado en 2 estudios
Add to Evidence Tracker

Evidence Library

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evidence suggest

La Evidencia Sugiere

  • Lifestyle intervention reduced all-cause mortality risk by 26%.
  • Cardiovascular events risk decreased by 37% in the intervention group.
  • Microvascular complications risk was reduced by 38%.
who this applies

A quién se aplica

  • Adults with impaired glucose tolerance
  • Individuals at risk for developing diabetes
keep in mind

Tener en Cuenta

  • Results may not apply to populations outside the study group.
  • Effectiveness of lifestyle interventions may vary by individual.
  • Long-term adherence to lifestyle changes is crucial for sustained benefits.
between the lines

Entre Líneas

  • Limited generalizability due to specific population characteristics
  • Unclear effectiveness of the intervention in diverse settings
  • Potential confounding factors not fully controlled

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 Diabetes Self-Management Education and Support (DSMES) Programs and Diabetic microvascular complication multimorbidity, Diabetes Self-Management Education and Support (DSMES) Programs and Cardiovascular Outcomes.

Relaciones de evidencia relacionadas

Explore in Evidence Explorer

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

Incluido en estas colecciones de evidencia

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 Diabetes Self-Management Education and Support (DSMES) Programs improve cardiovascular outcomes?

Strong Evidence

Diabetes Self-Management Education and Support (DSMES) Programs appears to improve Cardiovascular Outcomes.

ConsistencyScore™: Results are generally consistent across studies.

Ranked evidence signals

  1. 1

    All-cause mortality

    EvidenceScore™ Emerging | EvidenceScore™ 59.0 | strong positive | ConsistencyScore™ Unclear | 1 study

  2. 2

    Cardiovascular events

    EvidenceScore™ Emerging | EvidenceScore™ 59.0 | strong positive | ConsistencyScore™ Unclear | 1 study

  3. 3

    Cardiovascular death

    EvidenceScore™ Emerging | EvidenceScore™ 59.0 | moderate negative | ConsistencyScore™ Unclear | 1 study

Why this answer: This answer is based on 4 supporting studies with generally consistent results and a positive effect signal.

Limitations

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

Does Complex lifestyle intervention improve diabetic microvascular complication multimorbidity?

Moderate Evidence

Complex lifestyle intervention may improve Diabetic microvascular complication multimorbidity.

ConsistencyScore™: Results are mixed and should be interpreted cautiously.

Evidence caveat: The available evidence reports mixed findings.

Ranked evidence signals

  1. 1

    Diabetic microvascular complication multimorbidity

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

Why this answer: This answer is cautious because the available studies report mixed findings.

Limitations

  • Only one supporting study is available.
  • Population details are unavailable.
1 supporting studyUpdated: Aug 2026
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