Evidence map›Paper›PMID 42344419›Full record

ArticleFrontiers in endocrinology2026

Changes in ambient environmental conditions correspond to variations in

Heeyon Kim, Hyun Jun Kim, Soyeong Park, Yun Soo Chung, Jin Kyung Baek, Yebon Kim, Jeongmi Yoon, Chungsoon Ryu, Bo Hyon Yun, Young Sik Choi and 3 more

Abstract read
In one paragraph

Article in Frontiers in endocrinology, 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

13 authors.

Heeyon Kim *Department of Obstetrics and Gynecology, Severance Hospital, Yonsei University College of Medicine, Seoul, Republic of Korea.
Hyun Jun Kim *Department of Computer Science, Yonsei University, Wonju, Republic of Korea.
Soyeong ParkDepartment of Medical Information, Yonsei Wonju Health System, Wonju, Republic of Korea.
Yun Soo ChungDepartment of Obstetrics and Gynecology, Severance Hospital, Yonsei University College of Medicine, Seoul, Republic of Korea.
Jin Kyung BaekDepartment of Obstetrics and Gynecology, Severance Hospital, Yonsei University College of Medicine, Seoul, Republic of Korea.
Yebon KimDepartment of Computing, Imperial College London, London, United Kingdom.
Jeongmi YoonDepartment of Obstetrics and Gynecology, Severance Hospital, Yonsei University College of Medicine, Seoul, Republic of Korea.
Chungsoon RyuDepartment of Obstetrics and Gynecology, Severance Hospital, Yonsei University College of Medicine, Seoul, Republic of Korea.
Bo Hyon YunDepartment of Obstetrics and Gynecology, Severance Hospital, Yonsei University College of Medicine, Seoul, Republic of Korea.
Young Sik ChoiDepartment of Obstetrics and Gynecology, Severance Hospital, Yonsei University College of Medicine, Seoul, Republic of Korea.
Daewoo PakDepartment of Medical Information, Yonsei Wonju Health System, Wonju, Republic of Korea.
Seok Kyo SeoDepartment of Obstetrics and Gynecology, Severance Hospital, Yonsei University College of Medicine, Seoul, Republic of Korea.
Yohan KoDivision of Software, Yonsei University, Wonju, Republic of Korea.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Air pollution is associated with impaired oocyte and embryo development, but the modifying effects of large-scale societal disruptions remain unclear. The aim of this study was to examine whether Methods: We retrospectively analyzed oocyte retrieval cycles performed at a single tertiary infertility center in Seoul, South Korea (2018-2024). Complete-case analyses included 1, 871 cycles for mature oocyte rate, 1, 234 cycles for fertilization rate, and 662 cycles for clinical pregnancy. Environmental exposures (PM Results: The mature oocyte rate was significantly lower in the during-COVID (β = -0.32, 95% CI -0.45 to -0.19, p < 0.001) and post-COVID (β = -0.45, 95% CI -0.59 to -0.31, p < 0.001) groups than in the pre-COVID reference. The fertilization rate was higher in the post-COVID group than in the pre-COVID group in the regression model (β = 0.22, 95% CI 0.02 to 0.42, p = 0.030), whereas the during-COVID comparison was not significant (p = 0.637). Pregnancy rate did not differ significantly across the three periods (Wald χ² = 2.12, p = 0.346). Long-term (365-day) exposures exhibited significant Env × COVID interactions on the Likelihood Ratio Test for mature oocyte rate (O Conclusions: IVF outcomes varied across COVID-19 pandemic periods, and long-term ambient environmental exposures modified these effects, particularly for oocyte maturation. Recent and long-term environmental exposures should be considered when evaluating IVF success.

Indexed as

Air PollutionCOVID-19Environmental ExposureFertilization in VitroAdultFemaleHumansOocytesPandemicsPregnancyPregnancy RateRepublic of KoreaRetrospective StudiesSARS-CoV-2air pollutionCOVID-19fertilization ratein vitro fertilizationoocyte maturation

Identifiers

PMID42344419
PMCPMC13286806

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Registered trials

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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.