Evidence map›Paper›PMID 42676074›Full record

ArticleJournal of Korean medical science2026

Pre-Pregnancy Physical Activity Lowers Risk of Diet-Controlled but Not Insulin-Treated Gestational Diabetes Mellitus: A Korean Prospective Cohort Study.

Hye-Ji Han, Hyun Jung Lee, Tae Ho Kim, MinJeong Kwak, Jin Woo Kim, Su Ji Yang, Ju Yeon Kim, Yong Jun Choi, Nari Kim, Ji Hyon Jang and 5 more

Abstract readMulticenter Study
In one paragraph

Article in Journal of Korean medical science, 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

15 authors.

Hye-Ji Han *Smart MEC Healthcare R&D Center, CHA Bundang Medical Center, Seongnam, Korea.ORCID https://orcid.org/0009-0001-3699-7450
Hyun Jung Lee *Department of Obstetrics and Gynecology, CHA Bundang Medical Center, CHA University, Seongnam, Korea.ORCID https://orcid.org/0000-0002-8473-4989
Tae Ho KimDepartment of Obstetrics and Gynecology, CHA Bundang Medical Center, CHA University, Seongnam, Korea.ORCID https://orcid.org/0000-0001-9255-2504
MinJeong KwakDepartment of Obstetrics and Gynecology, CHA Bundang Medical Center, CHA University, Seongnam, Korea.ORCID https://orcid.org/0000-0003-2148-7156
Jin Woo KimSmart MEC Healthcare R&D Center, CHA Bundang Medical Center, Seongnam, Korea.ORCID https://orcid.org/0000-0001-5943-7264
Su Ji YangSmart MEC Healthcare R&D Center, CHA Bundang Medical Center, Seongnam, Korea.ORCID https://orcid.org/0009-0004-4084-108X
Ju Yeon KimSmart MEC Healthcare R&D Center, CHA Bundang Medical Center, Seongnam, Korea.ORCID https://orcid.org/0009-0001-6312-2625
Yong Jun ChoiSmart MEC Healthcare R&D Center, CHA Bundang Medical Center, Seongnam, Korea.ORCID https://orcid.org/0009-0008-7475-0054
Nari KimDepartment of Obstetrics and Gynecology, CHA Bundang Medical Center, CHA University, Seongnam, Korea.ORCID https://orcid.org/0000-0002-5297-6385
Ji Hyon JangDepartment of Obstetrics and Gynecology, CHA Bundang Medical Center, CHA University, Seongnam, Korea.ORCID https://orcid.org/0000-0001-7098-3768
You Jung HanDepartment of Obstetrics and Gynecology, CHA Gangnam Medical Center, CHA University, Seoul, Korea.ORCID https://orcid.org/0000-0003-4087-9198
Jin Hoon ChungDepartment of Obstetrics and Gynecology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Korea.ORCID https://orcid.org/0000-0002-5137-0680
Dong Wook KwakDepartment of Obstetrics and Gynecology, Ajou University School of Medicine, Suwon, Korea.ORCID https://orcid.org/0000-0003-2447-561X
Ji Hyae LimSmart MEC Healthcare R&D Center, CHA Bundang Medical Center, Seongnam, Korea.ORCID https://orcid.org/0000-0002-1105-7235
Hyun Mee RyuSmart MEC Healthcare R&D Center, CHA Bundang Medical Center, Seongnam, Korea.ORCID https://orcid.org/0000-0002-0710-2582

Funding

Korea Health Industry Development Institute RS-2022-KH129953Korea National Institute of Health 2024-ER1104-01
6 · The paper itself

Abstract

backgroundGestational diabetes mellitus (GDM) presents clinically as either diet-controlled (diet-controlled gestational diabetes mellitus, A1GDM) or medication-controlled (insulin-requiring gestational diabetes mellitus, A2GDM) subtypes. Pre-pregnancy physical activity represents a significant modifiable factor in GDM prevention and management. Therefore, this study aimed to investigate the differential effects of physical activity on these two clinical GDM subtypes.

methodsThis secondary analysis utilized data from the Korean Pregnancy Outcome Study, a longitudinal multicenter cohort. From 3,457 singleton pregnant participants, physical activity was assessed at five time points from pre-pregnancy to postpartum using the International Physical Activity Questionnaire Short Form. Logistic regression models were used to estimate adjusted odds ratios (aORs) for GDM subtypes according to physical activity. Firth's penalized logistic regression was used for A2GDM analysis.

resultsOf the participants, 231 developed GDM (overall prevalence 6.7%). Among these cases, 198 (85.7%) were diagnosed with A1GDM, and 33 (14.3%) with A2GDM. No significant differences in moderate-to-vigorous physical activity or muscle-strengthening activity were observed across three groups in baseline characteristics. However, Women who performed muscle-strengthening activity before pregnancy had a significantly lower risk of A1GDM (aOR, 0.492; 95% confidence interval, 0.262-0.923), with risk decreasing as activity frequency increased (

conclusionPre-pregnancy muscle-strengthening activity is associated with significantly reduced risk of A1GDM. These findings highlight the importance of muscle-strengthening activity before conception as a potential strategy for GDM prevention.

Indexed as

Diabetes, GestationalExerciseInsulinAdultDietFemaleHumansHypoglycemic AgentsLogistic ModelsLongitudinal StudiesOdds RatioPregnancyProspective StudiesRepublic of KoreaRisk FactorsSurveys and QuestionnairesHypoglycemic AgentsInsulinDiabetes, GestationalExerciseLongitudinal StudiesPregnancy

Identifiers

PMID42676074
PMCPMC13530413

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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.