Healthcare Delivery & EducationType 2 Diabetes (T2D)Complications
Research Summary
Analyzed using Evidence Intelligence™

Team-based diabetes care may improve blood sugar, blood pressure, and albuminuria

Last updated May 29, 2026

Key finding

In 355 people with type 2 diabetes and early diabetic kidney disease, a multidisciplinary care program was linked with improved HbA1c, blood pressure, lipids, and albuminuria.

This Taiwan study reviewed outcomes after people with type 2 diabetes and early diabetic kidney disease joined an integrated care program. The program included education, exercise support, diet counseling, multimedia tools, and team follow-up. Several markers improved from baseline, but the study had no concurrent comparison group.

Quick read

Study at a glance

The essential study design details in one scan.

EvidenceScore™

Low

Study type

non-randomized clinical trial (non-RCT or NRCT)

Follow-up

Medium-Term (3–12 mo)

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

In 355 people with type 2 diabetes and early diabetic kidney disease, a multidisciplinary care program was linked with improved HbA1c, blood pressure, lipids, and albuminuria.

Published in

Journal Reference

Publication details and source links for this paper.

Lo WC, Huang YJ, Tasi YL, Chen JF, Mai HC, Hung YL, Chio YH, Chen CY, Ou YL, Chen SC. Analysis of the association of multidisciplinary team care and education intervention in patients with early-stage diabetic kidney disease in Taiwan. Endocr J. 2026;73(4):517-527. doi:10.1507/endocrj.ej25-0418

Main Effects

↓ HbA1c decreased from 7.51% to 7.10%

↓ Systolic and diastolic blood pressure decreased from baseline

↓ Total cholesterol, LDL cholesterol, and albuminuria decreased

Evidence network

How this study fits

Understand where this research contributes within the broader evidence network.

Evidence Context

This study contributes evidence to Integrated multidisciplinary diabetes and kidney care program and Albuminuria, Diastolic blood pressure, Estimated glomerular filtration rate, and 5 more.

Primary intervention

Integrated multidisciplinary diabetes and kidney care program

Primary outcomes

  • Albuminuria
  • Diastolic blood pressure
  • Estimated glomerular filtration rate

Evidence relationships

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

8
Evidence pairs
8
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: 64

3

Related topics

8

Evidence pairs

325

Related studies

High relevance in at least one topic

Why it is useful

  • Contributes to 8 evidence relationships
  • Uses a randomized study design signal
  • 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

Diabetes Self-Management Education and Support (DSMES) Programs and HbA1c

Related evidence

Evidence relationship

Diabetes Self-Management Education and Support (DSMES) Programs and Blood Pressure

Save evidence

Evidence relationship

Diabetes Self-Management Education and Support (DSMES) Programs and Adipokine and Angiogenic Markers

Save evidence

Core evidence

Study findings

The primary outcomes reported in this study.

Albuminuria

Integrated multidisciplinary diabetes and kidney care program → Albuminuria

Integrated multidisciplinary diabetes and kidney care program → Albuminuria

Evidence Intelligence™
EvidenceScore™
54
Emerging
ImpactScore™
50
Neutral
ConsistencyScore™
unclear
Not enough independent studies
Supporting studies: Based on 1 study
Add to Evidence Tracker

Diastolic blood pressure

Integrated multidisciplinary diabetes and kidney care program → Diastolic blood pressure

Integrated multidisciplinary diabetes and kidney care program → Diastolic blood pressure

Evidence Intelligence™
EvidenceScore™
54
Emerging
ImpactScore™
50
Neutral
ConsistencyScore™
unclear
Not enough independent studies
Supporting studies: Based on 1 study
Add to Evidence Tracker

Estimated glomerular filtration rate

Integrated multidisciplinary diabetes and kidney care program → Estimated glomerular filtration rate

Integrated multidisciplinary diabetes and kidney care program → Estimated glomerular filtration rate

Evidence Intelligence™
EvidenceScore™
54
Emerging
ImpactScore™
55
Slightly Positive
ConsistencyScore™
unclear
Not enough independent studies
Supporting studies: Based on 1 study
Add to Evidence Tracker

HbA1c

Integrated multidisciplinary diabetes and kidney care program → HbA1c

Integrated multidisciplinary diabetes and kidney care program → HbA1c

Evidence Intelligence™
EvidenceScore™
54
Emerging
ImpactScore™
55
Slightly Positive
ConsistencyScore™
unclear
Not enough independent studies
Supporting studies: Based on 1 study
Add to Evidence Tracker

HDL cholesterol

Integrated multidisciplinary diabetes and kidney care program → HDL cholesterol

Integrated multidisciplinary diabetes and kidney care program → HDL cholesterol

Evidence Intelligence™
EvidenceScore™
54
Emerging
ImpactScore™
55
Slightly Positive
ConsistencyScore™
unclear
Not enough independent studies
Supporting studies: Based on 1 study
Add to Evidence Tracker

LDL cholesterol

Integrated multidisciplinary diabetes and kidney care program → LDL cholesterol

Integrated multidisciplinary diabetes and kidney care program → LDL cholesterol

Evidence Intelligence™
EvidenceScore™
54
Emerging
ImpactScore™
55
Slightly Positive
ConsistencyScore™
unclear
Not enough independent studies
Supporting studies: Based on 1 study
Add to Evidence Tracker

Systolic blood pressure

Integrated multidisciplinary diabetes and kidney care program → Systolic blood pressure

Integrated multidisciplinary diabetes and kidney care program → Systolic blood pressure

Evidence Intelligence™
EvidenceScore™
54
Emerging
ImpactScore™
50
Neutral
ConsistencyScore™
unclear
Not enough independent studies
Supporting studies: Based on 1 study
Add to Evidence Tracker

Total cholesterol

Integrated multidisciplinary diabetes and kidney care program → Total cholesterol

Integrated multidisciplinary diabetes and kidney care program → Total cholesterol

Evidence Intelligence™
EvidenceScore™
54
Emerging
ImpactScore™
55
Slightly 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

  • A coordinated multidisciplinary care program may support better glycemic and cardiometabolic risk marker control in early DKD
  • Albuminuria improved, but eGFR declined modestly during follow-up and needs cautious interpretation
  • Medication changes occurred during the program, so non-drug education effects cannot be separated from treatment intensification
who this applies

Who this applies to

Adults with type 2 diabetes and early-stage diabetic kidney disease

keep in mind

Keep in Mind

The study shows before-and-after changes, not definitive cause-and-effect evidence

between the lines

Between the Lines

  • Retrospective design with no concurrent comparison group
  • Single-hospital setting limits generalizability
  • The packaged intervention prevents attribution to any one component
  • Long-term kidney failure or cardiovascular outcomes were not evaluated

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 Kidney Function, Diabetes Self-Management Education and Support (DSMES) Programs and Blood Pressure.

Related evidence relationships

Explore in Evidence Explorer

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

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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 HbA1c?

Strong Evidence

Diabetes Self-Management Education and Support (DSMES) Programs may improve HbA1c.

ConsistencyScore™: Results are generally consistent across studies.

Ranked evidence signals

  1. 1

    HbA1c

    EvidenceScore™ Emerging | EvidenceScore™ 54.5 | weak positive | ConsistencyScore™ Unclear | 1 study

Why this answer: This answer is based on 30 supporting studies with generally consistent results and a positive effect signal.

Limitations

  • Population details are unavailable.
30 supporting studiesUpdated: Jul 2026

Does Diabetes Self-Management Education and Support (DSMES) Programs improve blood pressure?

Strong Evidence

Diabetes Self-Management Education and Support (DSMES) Programs may improve Blood Pressure.

ConsistencyScore™: Results are generally consistent across studies.

Ranked evidence signals

  1. 1

    Diastolic blood pressure

    EvidenceScore™ Emerging | EvidenceScore™ 54.5 | neutral | ConsistencyScore™ Unclear | 1 study

  2. 2

    Systolic blood pressure

    EvidenceScore™ Emerging | EvidenceScore™ 54.5 | 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: Jul 2026

Does Diabetes Self-Management Education and Support (DSMES) Programs improve adipokine and angiogenic markers?

Strong Evidence

Diabetes Self-Management Education and Support (DSMES) Programs may improve Adipokine and Angiogenic Markers.

ConsistencyScore™: Results are consistent across studies.

Ranked evidence signals

  1. 1

    HDL cholesterol

    EvidenceScore™ Emerging | EvidenceScore™ 54.5 | weak positive | ConsistencyScore™ Unclear | 1 study

  2. 2

    LDL cholesterol

    EvidenceScore™ Emerging | EvidenceScore™ 54.5 | weak positive | ConsistencyScore™ Unclear | 1 study

  3. 3

    Total cholesterol

    EvidenceScore™ Emerging | EvidenceScore™ 54.5 | weak positive | 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: Jul 2026

Does Diabetes Self-Management Education and Support (DSMES) Programs improve kidney function?

Moderate Evidence

Current evidence does not show a clear benefit of Diabetes Self-Management Education and Support (DSMES) Programs for Kidney Function.

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

Ranked evidence signals

  1. 1

    Estimated glomerular filtration rate

    EvidenceScore™ Emerging | EvidenceScore™ 54.5 | weak positive | ConsistencyScore™ Unclear | 1 study

  2. 2

    Albuminuria

    EvidenceScore™ Emerging | EvidenceScore™ 54.5 | neutral | ConsistencyScore™ Unclear | 1 study

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.
  • Consistency cannot yet be determined.
  • Population details are unavailable.
2 supporting studiesUpdated: Jul 2026
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