Evidence map›Paper›PMID 41734931›Full record

ArticleBMJ open2026

Association between smoking behaviours during early pregnancy and the severity of gestational diabetes mellitus: a secondary analysis of prospectively collected cohort data in Korea.

Ji Hyae Lim, Eun Hui Joo, Hye-Ji Han, Jun Sung Ko, Bittna Chung, Jin Woo Kim, Ju Yeon Kim, Yong Jun Choi, Su Ji Yang, You Jung Han and 3 more

Abstract readMulticenter Study
In one paragraph

Article in BMJ open, 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
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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.

Ji Hyae LimSmart MEC Healthcare R&D Center, CHA Bundang Medical Center, Seongnam-si, Korea (the Republic of).
Eun Hui JooDepartment of Obstetrics and Gynecology, CHA Bundang Medical Center, Seongnam-si, Korea (the Republic of).
Hye-Ji HanDepartment of Obstetrics and Gynecology, CHA Bundang Medical Center, Seongnam-si, Korea (the Republic of).ORCID http://orcid.org/0009-0001-3699-7450
Jun Sung KoDepartment of Obstetrics and Gynecology, CHA Bundang Medical Center, Seongnam-si, Korea (the Republic of).
Bittna ChungDepartment of Obstetrics and Gynecology, CHA Bundang Medical Center, Seongnam-si, Korea (the Republic of).
Jin Woo KimDepartment of Obstetrics and Gynecology, CHA Bundang Medical Center, Seongnam-si, Korea (the Republic of).
Ju Yeon KimSmart MEC Healthcare R&D Center, CHA Bundang Medical Center, Seongnam-si, Korea (the Republic of).
Yong Jun ChoiSmart MEC Healthcare R&D Center, CHA Bundang Medical Center, Seongnam-si, Korea (the Republic of).
Su Ji YangSmart MEC Healthcare R&D Center, CHA Bundang Medical Center, Seongnam-si, Korea (the Republic of).
You Jung HanDepartment of Obstetrics and Gynecology, CHA Gangnam Medical Center, Gangnam-gu, Korea (the Republic of).
Dong Wook KwakDepartment of Obstetrics and Gynecology, Ajou University School of Medicine, Suwon-si, Korea (the Republic of).
Hyun Jung LeeDepartment of Obstetrics and Gynecology, CHA Bundang Medical Center, Seongnam-si, Korea (the Republic of).
Hyun Mee RyuSmart MEC Healthcare R&D Center, CHA Bundang Medical Center, Seongnam-si, Korea (the Republic of) hmryu2012@naver.com.ORCID http://orcid.org/0000-0002-0710-2582

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

objectiveThis study aimed to investigate the association between smoking behaviours during early pregnancy and the risk and severity of gestational diabetes mellitus (GDM), with a particular focus on smoking status, smoking intensity and secondhand smoke exposure.

designSecondary analysis of prospectively collected cohort data.

settingMulti-centre study conducted in South Korea (Korean Pregnancy Outcome Study) between March 2013 and January 2017.

participantsFrom 4537 pregnant women initially enrolled, 3457 singleton pregnancies were included after excluding cases with transfer, loss to follow-up, twin pregnancies, miscarriages and pre-existing diabetes mellitus. All participants were women of Korean ethnicity. SECONDARY OUTCOME MEASURES: Primary outcome was GDM and its subtypes (A1GDM: diet-controlled; A2GDM: insulin-requiring). Secondary outcomes were associations with active smoking (before pregnancy and during early pregnancy), smoking intensity dose-response relationships (pack-years) and secondhand smoke exposure among never-smokers.

resultsAmong 3457 participants, 231 women (6.7%) were diagnosed with GDM (198 A1GDM, 33 A2GDM). Active smoking before pregnancy (adjusted OR (aOR) 3.98, 95% CI 1.58 to 9.30) and during early pregnancy (aOR 9.90, 95% CI 2.97 to 29.45) were significantly associated with A2GDM, while no significant association was observed with A1GDM. A clear dose-response relationship was observed, with smoking intensity >4 pack-years markedly increasing A2GDM risk (aOR 20.68, 95% CI 6.75 to 59.39). Detailed pack-year analysis showed 4-6 pack-years (aOR 20.57, 95% CI 5.80 to 65.46) and >6 pack-years (aOR 25.98, 95% CI 3.21 to 146.45). Among never-smokers, secondhand smoke exposure showed a borderline association with overall GDM risk (aOR 1.33, 95% CI 0.98 to 1.81).

conclusionsMaternal active smoking before and during early pregnancy, as well as higher smoking intensity, was associated with an increased risk of pharmacologically treated GDM (A2GDM). Although secondhand smoke exposure did not reach statistical significance, the trend suggested a potential association with GDM risk among never-smokers. These findings provide important evidence for public health strategies for prenatal care, as smoking cessation and environmental smoke avoidance during prenatal and early antenatal care in women reduce the risk of gestational diabetes.

Indexed as

Diabetes, GestationalSmokingTobacco Smoke PollutionAdultFemaleHumansPregnancyProspective StudiesRepublic of KoreaRisk FactorsSeverity of Illness IndexTobacco Smoke PollutionDiabetes in pregnancyRisk FactorsSmoking Reduction

Identifiers

PMID41734931
PMCPMC12933771

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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.