Evidence map›Paper›PMID 42015341›Full record

ArticleDiabetes & metabolism journal2026

Genetic and Lifestyle Factors Influence High 1-Hour Plasma Glucose, a Predictor of Type 2 Diabetes Mellitus.

Soobin Cho, Hyunsuk Lee, Joon Ha, Yeonsoo Park, Joon Ho Moon, Hak Chul Jang, Kyong Soo Park, Nam H Cho, Michael Bergman, Soo Heon Kwak

Abstract read
In one paragraph

Article in Diabetes & metabolism journal, 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

10 authors.

Soobin Cho *Kosin University College of Medicine, Busan, Korea.
Hyunsuk Lee *Department of Translational Medicine, Seoul National University College of Medicine, Seoul, Korea.
Joon HaDepartment of Mathematics, Howard University, Washington, DC, USA.
Yeonsoo ParkDepartment of Internal Medicine, Seoul National University Hospital, Seoul National University College of Medicine, Seoul, Korea.
Joon Ho MoonDepartment of Internal Medicine, Seoul National University Bundang Hospital, Seoul National University College of Medicine, Seongnam, Korea.
Hak Chul JangDepartment of Internal Medicine, Seoul National University Bundang Hospital, Seoul National University College of Medicine, Seongnam, Korea.
Kyong Soo ParkDepartment of Internal Medicine, Konkuk University Medical Center, Seoul, Korea.
Nam H ChoDepartment of Preventive Medicine, Ajou University School of Medicine, Suwon, Korea.
Michael BergmanNYU Grossman School of Medicine, Departments of Medicine and of Population Health, Holman Division of Endocrinology, Diabetes and Metabolism, VA New York Harbor Healthcare System, New York, NY, USA.
Soo Heon KwakDepartment of Internal Medicine, Seoul National University Hospital, Seoul National University College of Medicine, Seoul, Korea. shkwak@snu.ac.kr.

Funding

Korea Basic Science InstituteKorea Health Industry Development InstituteKorea National Institute of Health 2024-ER1104-00Korea National Institute of Health 2024-ER1104-01Korea National Institute of Health 2024-ER1104-02Korea National Institute of Health 2025-ER1103-00Korea National Institute of Health 2025-ER1103-01Ministry of Education RS-2020-NR049600Ministry of Education RS2021-NF000547Ministry of Food and Drug Safety 23212MFDS202Ministry of Health and Welfare RS-2026-25516569Ministry of Science and ICTNational Research Facilities and Equipment CenterNational Research Foundation of Korea RS-2023-00262002National Science Foundation DMS2401921Seoul National University Hospital
6 · The paper itself

Abstract

backgruoundHigh 1-hour plasma glucose (1-h PG) level has been proposed by the International Diabetes Federation to identify high-risk individuals and diagnose type 2 diabetes mellitus (T2DM). In a longitudinal cohort, we examined T2DM risk, β-cell function, and the effects of genetic and lifestyle factors on high 1-h PG.

methodsWe analyzed 7,464 participants without T2D at baseline from a community-based prospective cohort in Korea, who underwent biennial 2-h 75-g oral glucose tolerance tests over 14 years. Incident T2D risk were assessed across 1-h PG groups: < 155, 155-208, and ≥ 209 mg/dL. In 6,588 participants with at least two 1-h PG measurements, we analyzed 1-h PG trajectories by T2D polygenic risk score (PRS; low, 1st quintile; intermediate, 2nd-4th quintiles; high, 5th quintile) and lifestyle, assessed using Life's Essential 8.

resultsCompared to the <155 mg/dL group, hazard ratios for T2DM were 3.34 (95% confidence interval [CI], 2.99 to 3.74; P<0.001) for 155-208 mg/dL, and 6.81 (95% CI, 5.81 to 7.98; P<0.001) for ≥209 mg/dL. Both groups had lower baseline disposition index compared to the <155 mg/dL group (57.3% and 72.7%, respectively; both P<0.001). Higher T2DM PRS was associated with elevated baseline 1-h PG (low: 131 mg/dL, intermediate: 141 mg/dL, high: 151 mg/dL) and faster increase in 1-h PG (1.36 vs. 1.85 vs. 2.21 mg/dL/year; all P<0.001). Importantly, healthy lifestyle attenuated the rate of increase across all PRS groups.

conclusionHigh 1-h PG predicts T2DM risk and is associated with β-cell dysfunction. The 1-h PG level is influenced by genetic risk and can be modified with a healthy lifestyle.

Indexed as

Blood GlucoseDiabetes Mellitus, Type 2Life StyleAdultFemaleGenetic Predisposition to DiseaseGenetic Risk ScoreGlucose Tolerance TestHumansLongitudinal StudiesMaleMiddle AgedProspective StudiesRepublic of KoreaRisk FactorsBlood GlucoseDiabetes mellitus, type 2Genetic risk scoreGlucose tolerance testLifestyle

Identifiers

PMID42015341
PMCPMC13561655

What OpenQuestion holds

Textmetadata
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.