Evidence mapPaperPMID 42298756Full record

ReviewEndocrinology and metabolism (Seoul, Korea)2026

Contemporary Type 2 Diabetes Guidelines: Converging Evidence, Diverging Strategies, and the Position of the Korean Diabetes Association Framework.

Suk Kyeong Kim, Dong-Lim Kim, Keeho Song, Shinae Kang, Byung-Wan Lee, Jong Han Choi

Abstract readReview
In one paragraph

Review in Endocrinology and metabolism (Seoul, Korea), 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

6 authors.

Suk Kyeong KimDivision of Endocrinology and Metabolism, Department of Internal Medicine, Konkuk University Medical Center, Konkuk University School of Medicine, Seoul, Korea.
Dong-Lim KimDivision of Endocrinology and Metabolism, Department of Internal Medicine, Konkuk University Medical Center, Konkuk University School of Medicine, Seoul, Korea.
Keeho SongDivision of Endocrinology and Metabolism, Department of Internal Medicine, Konkuk University Medical Center, Konkuk University School of Medicine, Seoul, Korea.
Shinae KangDepartment of Internal Medicine, Gangnam Severance Hospital, Yonsei University College of Medicine, Seoul, Korea.
Byung-Wan LeeDepartment of Internal Medicine, Severance Hospital, Yonsei University College of Medicine, Seoul, Korea.
Jong Han ChoiDivision of Endocrinology and Metabolism, Department of Internal Medicine, Konkuk University Medical Center, Konkuk University School of Medicine, Seoul, Korea. mfsily@naver.com.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The pharmacological management of type 2 diabetes mellitus has changed markedly over the past decade, largely in response to evidence generated by cardiovascular and renal outcome trials. Although contemporary guidelines are informed by a broadly shared evidence base, they differ in how they organize treatment concepts and translate evidence into clinical algorithms. This review compares major diabetes guidelines from the American Diabetes Association (ADA), the National Institute for Health and Care Excellence (NICE), the Japan Diabetes Society (JDS), and the Korean Diabetes Association (KDA), with particular attention to pharmacological algorithms, comorbidity-driven treatment strategies, and the conceptual principles underlying each framework. The ADA guideline uses a person-centered, risk-based approach that prioritizes sodium-glucose cotransporter 2 inhibitors and glucagon-like peptide 1 receptor agonists for patients with cardiorenal disease. The NICE guideline applies a more structured strategy, recommending early dual or triple therapy within a cost-effectiveness framework. The JDS guideline emphasizes pathophysiology-based treatment selection tailored to East Asian populations. The KDA guideline retains a glycemia-centered treatment structure while incorporating comorbidity-based decision-making and allowing early, flexible combination therapy. Thus, despite substantial convergence in the evidence base, these guidelines differ in how cardiovascular risk, glycemic control, and pathophysiological heterogeneity are incorporated into treatment decisions. The KDA framework can be viewed as a pragmatic hybrid model that integrates these dimensions and is further extended by recent consensus efforts addressing disease severity and pathophysiology.

Indexed as

Diabetes Mellitus, Type 2Evidence-Based MedicineHypoglycemic AgentsPractice Guidelines as TopicHumansRepublic of KoreaHypoglycemic AgentsCardiovascular diseasesDiabetes mellitus, type 2Hypoglycemic agentsPractice guidelines as topicRenal insufficiency, chronic

Identifiers

PMID42298756
PMCPMC13341183

What Socratic holds

Textmetadata
LicenceCC BY-NC
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the Socratic graph.