Evidence map›Paper›PMID 41561051›Full record

ArticleFrontiers in endocrinology2025

Declining insulin sensitivity is a key pathological contributor to dysglycemia: a longitudinal validation study in the Korean genome and epidemiology study.

Doohwa Kim, Jinmi Kim, Myungsoo Im, Soree Ryang, Minsoo Kim, Yeong Jin Kim, In Joo Kim, Young Jin Kim, Hyuk Kang, Stephane T Chung and 3 more

Abstract readValidation Study
In one paragraph

Article in Frontiers in endocrinology, 2025. 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

13 authors.

Doohwa Kim *Division of Endocrinology and Metabolism, Department of Internal Medicine, Pusan National University Hospital, Busan, Republic of Korea.
Jinmi Kim *Biomedical Research Institute, Pusan National University Hospital, Busan, Republic of Korea.
Myungsoo ImDivision of Endocrinology and Metabolism, Department of Internal Medicine, Pusan National University Hospital, Busan, Republic of Korea.
Soree RyangDivision of Endocrinology and Metabolism, Department of Internal Medicine, Pusan National University Hospital, Busan, Republic of Korea.
Minsoo KimDivision of Endocrinology and Metabolism, Department of Internal Medicine, Pusan National University Hospital, Busan, Republic of Korea.
Yeong Jin KimBiomedical Research Institute, Pusan National University Hospital, Busan, Republic of Korea.
In Joo KimDivision of Endocrinology and Metabolism, Department of Internal Medicine, Pusan National University Hospital, Busan, Republic of Korea.
Young Jin KimCenter for Global R&D Data Analysis, Division of Data Analysis, Korea Institute of Science and Technology Information (KISTI), Seoul, Republic of Korea.
Hyuk KangDivision of Fundamental Research on Public Agenda, National Institute for Mathematical Sciences, Daejeon, Republic of Korea.
Stephane T ChungSection on Pediatric Diabetes, Obesity, and Metabolism, Diabetes, Endocrinology, and Obesity Branch, National Institute of Diabetes, Digestive and Kidney Diseases, National Institutes of Health, Bethesda, MD, United States.
Arthur S ShermanLaboratory of Biological Modeling, National Institute of Diabetes and Digestive and Kidney Diseases, National Institutes of Health, Bethesda, MD, United States.
Sang Soo KimDivision of Endocrinology and Metabolism, Department of Internal Medicine, Pusan National University Hospital, Busan, Republic of Korea.
Joon HaDepartment of Mathematics, Howard University, Washington DC, United States.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: The role of worsening insulin resistance (IR) in type 2 diabetes (T2D) progression among lean individuals is not well understood. We examined whether declining insulin sensitivity (IS), independent of beta-cell function (BCF), is associated with diabetes progression. Methods: In a 10-year longitudinal Korean cohort with normal glucose tolerance (N = 2,810; age 50 ± 8y; BMI 24.1 ± 2.8 kg/m²), participants underwent biannual oral glucose tolerance tests. Longitudinal changes in IS, BCF, BMI, and fat mass were evaluated. Participants were stratified by baseline BCF (low/high), diabetes progression status (non-progressors [Non-p], progressors to prediabetes [PreDM-p], or T2D [T2D-p] over time), and degree of IS decline (large/small). Results: Both T2D-p and PreDM-p showed greater IS decline than Non-p. At baseline, PreDM-p had IS comparable to T2D-p, but T2D-p declined more steeply. T2D-p and PreDM-p also had lower BCF at baseline, which remained low. Across baseline BCF groups (high/low), greater IS decline was consistently associated with higher risk of progression (all P<0.001). The effect size of IS decline exceeded that of BCF deterioration. Conclusions: Declining IS, independent of BCF, is associated with progression to T2D in lean Koreans. Preserving IS through lifestyle interventions is crucial for diabetes prevention, particularly in those with low BCF. Insulin resistance, β-cell function, disposition index, oral glucose tolerance test, body mass index.

Indexed as

Diabetes Mellitus, Type 2Insulin ResistancePrediabetic StateAdultBlood GlucoseBody Mass IndexDisease ProgressionFemaleGlucose Tolerance TestHumansInsulin-Secreting CellsLongitudinal StudiesMaleMiddle AgedRepublic of KoreaBlood Glucosebeta-cell functionbody mass indexdisposition indexinsulin resistanceoral glucose tolerance test (OGTT)

Identifiers

PMID41561051
PMCPMC12812719

What OpenQuestion holds

Textmetadata
LicenceCC BY
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 OpenQuestion graph.