Inflammatory and Vascular Markers in Diabetes Evidence

Evidence on improving inflammatory and vascular markers

Evidence related to inflammatory, oxidative stress, endothelial, and vascular biomarkers measured in diabetes studies.

Crea tu Evidence Workspace

Guarda evidencia sobre los temas que te importan.

32
Studies
55
Evidence Pairs
Moderate Research
Evidence Base: 58/100

Evidence summary for AI and search

Among 32 indexed studies and 31 interventions, the strongest signals are summarized from deterministic graph patterns. Vitamin D supplementation appears to be one of the clearer current evidence signals.

  • Evidence is consistently positive across multiple studies.
  • Some evidence is positive, but results are not consistent across all studies.
  • Early findings are encouraging, but stronger trials are needed.

Dediabetes summarizes indexed research evidence for education and discovery. This content is not medical advice and should not replace guidance from a qualified clinician.

Supporting Studies

32

Research documents analyzed

Evidence Pairs

55

Intervention-outcome relationships

Latest Publication

May 2026
Powered by the Dediabetes Evidence Intelligence™ framework

Evidence Snapshot

Qualitative overview of the evidence landscape

Moderate Confidence

Based on 32 studies, moderate evidence suggests Semaglutide, Vitamin D supplementation, Acarbose are the strongest-supported interventions for inflammatory and vascular markers.

Evidence Intelligence™

Evidence Snapshot

A structured summary of where the evidence is strongest, mixed, or still emerging.

View all supporting studies

Evidence at a Glance

32
Studies
31
Interventions
14
Outcomes
1
Strong evidence signals
0
Mixed evidence areas
Evidence freshness
May 2026
Latest indexed
Evidence Story

Inflammatory and Vascular Markers evidence appears to center on Vitamin D supplementation.

Among 32 indexed studies and 31 interventions, the strongest signals are summarized from deterministic graph patterns. Vitamin D supplementation appears to be one of the clearer current evidence signals.

  • Evidence is consistently positive across multiple studies.
  • Some evidence is positive, but results are not consistent across all studies.
  • Early findings are encouraging, but stronger trials are needed.
Caution

This summary reflects the currently indexed evidence and should not be interpreted as treatment advice.

Freshness

Latest indexed evidence: May 2026

Key Finding

Evidence is consistently positive across multiple studies.

Interventions with strongest consistent evidence

Strongest consistent evidence

Why it matters

Consistent positive findings are easier to interpret than isolated or mixed results.

Interpretation

Vitamin D supplementation appears to have a consistent beneficial signal in the indexed evidence.

View supporting studies
Evidence basis: 4 evidence pairs - 3 studies

Why this appears here

Strong evidenceGenerally consistentPositive effect signalMultiple RCTs
Vitamin D supplementation
3 studies
EvidenceScore™
77/100
ConsistencyScore™
53/100

Supporting Evidence

Mixed or conflicting evidence

Some evidence is positive, but results are not consistent across all studies.

Areas where results are mixed

Why it matters

Mixed results suggest effects may depend on population, comparator, duration, or study design.

Interpretation

Vitamin D supplementation is mixed in the currently indexed evidence.

Caution

Some supporting studies reported neutral, negative, or mixed findings.

Top entities

Vitamin D supplementation
Curcumin plus piperine
Vitamin D supplementation
3 studies
EvidenceScore™
77/100
ConsistencyScore™
53/100

Why this appears here

Mixed Or Conflicting ResultsPositive Signal PresentNeutral Results Present
Evidence basis: 8 evidence pairs - 6 studies
View supporting studies
Promising but understudied

Early findings are encouraging, but stronger trials are needed.

Promising areas needing more evidence

Why it matters

Promising signals can guide further review, but they should not be treated as settled evidence.

Interpretation

Vitamin D supplementation may have a beneficial signal, but the evidence base is still developing.

Caution

Current support is limited by study volume, RCT depth, or evidence strength.

Top entities

Vitamin D supplementation
BeaT-2/Sugarburner
Vitamin D supplementation
3 studies
EvidenceScore™
77/100
ConsistencyScore™
53/100

Why this appears here

Positive effect signalLimited study volumeFew randomized trialsEmerging Or Limited Strength
Evidence basis: 8 evidence pairs - 7 studies
View supporting studies

Practical Questions

Organized using the Dediabetes Evidence Intelligence™ framework.

What improves inflammatory and vascular markers?

outcome achievement
Emerging Evidence

Semaglutide, Vitamin D supplementation, and Acarbose are among the most studied approaches for Inflammatory and Vascular Markers.

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

Ranked evidence signals

  1. 1

    Vitamin D supplementation

    EvidenceScore™ Strong | EvidenceScore™ 77.4 | moderate positive | ConsistencyScore™ Generally Consistent | 3 studies

  2. 2

    Semaglutide

    EvidenceScore™ Moderate | EvidenceScore™ 69.0 | neutral | ConsistencyScore™ Consistent | 2 studies

  3. 3

    BeaT-2/Sugarburner

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

Why this answer: This answer is based on 32 supporting studies and existing graph evidence signals.

Limitations

  • Consistency cannot yet be determined.

Applicability

Population details were available for 1 of 32 supporting studies: 78-year-old man with 40-year T2D history, 31 years insulin-dependent, sarcopenic obesity, extensive cardiovascular disease history, moderate glycemic control (HbA1c 7.0%).

32 supporting studies31 RCTsLatest publication: May 2026Updated: Jul 2026

Does Semaglutide improve inflammatory and vascular markers?

intervention effectiveness
Moderate Evidence

Current evidence does not show a clear benefit of Semaglutide for C-reactive protein.

ConsistencyScore™: Results are consistent across studies.

Ranked evidence signals

  1. 1

    Semaglutide

    EvidenceScore™ Moderate | EvidenceScore™ 69.0 | neutral | ConsistencyScore™ Consistent | 2 studies

Why this answer: This answer is based on a small number of supporting studies and should be interpreted cautiously.

Limitations

  • Only a small number of supporting studies are available.
  • Population details are unavailable.
2 supporting studies2 RCTsUpdated: Jul 2026

Does Vitamin D supplementation improve inflammatory and vascular markers?

intervention effectiveness
Emerging Evidence

Vitamin D supplementation may improve C-reactive protein.

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

Ranked evidence signals

  1. 1

    Vitamin D supplementation

    EvidenceScore™ Strong | EvidenceScore™ 77.4 | moderate positive | ConsistencyScore™ Generally Consistent | 3 studies

Why this answer: This answer is based on 3 supporting studies and existing graph evidence signals.

Limitations

  • Consistency cannot yet be determined.
  • Population details are unavailable.
3 supporting studies3 RCTsUpdated: Jul 2026

Does Acarbose improve inflammatory and vascular markers?

intervention effectiveness
Emerging Evidence

Current evidence does not show a clear benefit of Acarbose for C-reactive protein.

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

Ranked evidence signals

  1. 1

    Acarbose

    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 study1 RCTUpdated: Jul 2026

Semaglutide vs Vitamin D supplementation for inflammatory and vascular markers?

compare
Moderate Evidence

Semaglutide and Vitamin D supplementation have available evidence for Inflammatory and Vascular Markers, but the comparison requires review of the underlying studies.

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

Ranked evidence signals

  1. 1

    Vitamin D supplementation

    EvidenceScore™ Strong | EvidenceScore™ 77.4 | moderate positive | ConsistencyScore™ Generally Consistent | 3 studies

  2. 2

    Semaglutide

    EvidenceScore™ Moderate | EvidenceScore™ 69.0 | neutral | ConsistencyScore™ Consistent | 2 studies

Why this answer: This answer is based on 5 supporting studies and existing graph evidence signals.

Limitations

  • Consistency cannot yet be determined.
  • Population details are unavailable.
5 supporting studies5 RCTsUpdated: Jul 2026

How can I lower c-reactive protein?

sub outcome
Emerging Evidence

Semaglutide, Vitamin D supplementation, and Acarbose are among the most studied approaches for C-reactive protein.

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

Ranked evidence signals

  1. 1

    Vitamin D supplementation

    EvidenceScore™ Moderate | EvidenceScore™ 69.0 | moderate positive | ConsistencyScore™ Mixed | 2 studies

  2. 2

    Semaglutide

    EvidenceScore™ Moderate | EvidenceScore™ 69.0 | neutral | ConsistencyScore™ Consistent | 2 studies

  3. 3

    BeaT-2/Sugarburner

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

Why this answer: This answer is based on 17 supporting studies and existing graph evidence signals.

Limitations

  • Consistency cannot yet be determined.

Applicability

Population details were available for 1 of 17 supporting studies: 78-year-old man with 40-year T2D history, 31 years insulin-dependent, sarcopenic obesity, extensive cardiovascular disease history, moderate glycemic control (HbA1c 7.0%).

17 supporting studies16 RCTsLatest publication: May 2026Updated: Jul 2026

What has the strongest evidence for inflammatory and vascular markers?

evidence strength
Moderate Evidence

Vitamin D supplementation and Semaglutide have the strongest available evidence signals in this evidence set.

ConsistencyScore™: Results are generally consistent across studies.

Ranked evidence signals

  1. 1

    Vitamin D supplementation

    EvidenceScore™ Strong | EvidenceScore™ 77.4 | moderate positive | ConsistencyScore™ Generally Consistent | 3 studies

  2. 2

    Semaglutide

    EvidenceScore™ Moderate | EvidenceScore™ 69.0 | neutral | ConsistencyScore™ Consistent | 2 studies

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 studies5 RCTsUpdated: Jul 2026

Top evidence-backed options for this outcome

Interventions with the strongest supporting evidence in our database

Semaglutide

2 studies
View evidence

Vitamin D supplementation

3 studies
View evidence

Acarbose

1 study
View evidence

BeaT-2/Sugarburner

1 study
View evidence

Bifidobacterium longum subsp. longum BL21

1 study
View evidence

Citrus flavonoid supplementation with metformin

1 study
View evidence

Clazakizumab

1 study
View evidence

Coriander seed powder

1 study
View evidence

Curcumin plus piperine

1 study
View evidence

Curcumin supplementation

1 study
View evidence

Note: ImpactScore™, EvidenceScore™, and ConsistencyScore™ values are provided by the Evidence Intelligence™ read model when available. Click any option to explore the supporting research in our archive.

Strongest evidence signals

Key patterns and insights identified across the research landscape

Relationships organized using the Dediabetes Evidence Intelligence™ framework.

Moderate positive signal

Vitamin D supplementation may improve Malondialdehyde (MDA)

Vitamin D supplementation → Malondialdehyde (MDA)

Across 3 studies, Vitamin D supplementation shows a moderate positive signal for Malondialdehyde (MDA).

3 studies
EvidenceScore™: 77.38461538461539/100
View supporting studies
Neutral signal

Semaglutide shows limited or neutral effect on C-reactive protein

Semaglutide → C-reactive protein

Across 2 studies, Semaglutide shows a consistent neutral signal for C-reactive protein.

2 studies
EvidenceScore™: 69/100
View supporting studies
Moderate positive signal

Vitamin D supplementation may improve C-reactive protein

Vitamin D supplementation → C-reactive protein

Across 2 studies, Vitamin D supplementation shows a moderate positive signal for C-reactive protein.

2 studies
EvidenceScore™: 69/100
View supporting studies
Strong positive signal

BeaT-2/Sugarburner shows strong evidence for improving C-reactive protein

BeaT-2/Sugarburner → C-reactive protein

Across 1 study, BeaT-2/Sugarburner shows a strong positive signal for C-reactive protein.

1 studies
EvidenceScore™: 59/100
View supporting studies
Neutral signal

Bifidobacterium longum subsp. longum BL21 shows limited or neutral effect on C-reactive protein

Bifidobacterium longum subsp. longum BL21 → C-reactive protein

Across 1 study, Bifidobacterium longum subsp. longum BL21 shows a neutral signal for C-reactive protein.

1 studies
EvidenceScore™: 59/100
View supporting studies

Supporting Research

Selected studies that best represent the evidence behind this topic.

Click any study to view the full research summary, or click interventions and outcomes to filter the archive.

Explore all supporting studies

Browse the complete evidence archive for this topic, including interventions, outcomes, and related research.

View All Supporting Studies

Filter by study type, publication date, effect size, and more to refine your research