Evidence map›Paper›PMID 40946429›Full record

ArticleEnvironment international2025

Integrated chemical exposome-metabolome profiling of follicular fluid and associations with fertility outcomes during assisted reproduction.

Anna S Young, Chris Gennings, Martha E Braselton, Catherine E Mullins, Parth Jariwala, Donghai Liang, Jessica B Spencer, Alicia K Smith, Heather Hipp, Weirong Shang and 4 more

Abstract read
In one paragraph

Article in Environment international, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 5 papers.

0numbers the graph read from it
0cells of the map it votes in
5citing 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

5 citing papers in PubMed.

  1. Article
  2. Estrogenic activity in tampon products.Journal of the Endocrine Society · 2026
    Article
  3. Article
  4. Article
  5. Article
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

14 authors.

Anna S YoungGangarosa Department of Environmental Health, Rollins School of Public Health, Emory University, 1518 Clifton Rd NE, Atlanta, GA 30322, USA. Electronic address: ayoung@mail.harvard.edu.
Chris GenningsDepartment of Environmental Medicine, Icahn School of Medicine at Mount Sinai, 1 Gustave L Levy Pl, New York, NY 10029, USA.
Martha E BraseltonGangarosa Department of Environmental Health, Rollins School of Public Health, Emory University, 1518 Clifton Rd NE, Atlanta, GA 30322, USA.
Catherine E MullinsGangarosa Department of Environmental Health, Rollins School of Public Health, Emory University, 1518 Clifton Rd NE, Atlanta, GA 30322, USA.
Parth JariwalaGangarosa Department of Environmental Health, Rollins School of Public Health, Emory University, 1518 Clifton Rd NE, Atlanta, GA 30322, USA.
Donghai LiangGangarosa Department of Environmental Health, Rollins School of Public Health, Emory University, 1518 Clifton Rd NE, Atlanta, GA 30322, USA; Department of Epidemiology, Rollins School of Public Health, Emory University, 1518 Clifton Rd NE, Atlanta, GA 30322, USA.
Jessica B SpencerDepartment of Gynecology and Obstetrics, Emory School of Medicine, 201 Dowman Dr, Atlanta, GA 30307, USA.
Alicia K SmithDepartment of Gynecology and Obstetrics, Emory School of Medicine, 201 Dowman Dr, Atlanta, GA 30307, USA; Department of Psychiatry & Behavioral Sciences, Emory School of Medicine, 12 Executive Park Dr NE, Atlanta, GA 30329, USA; Department of Human Genetics, Emory School of Medicine, 1365 Clifton Rd NE, Atlanta, GA 30322, USA.
Heather HippDepartment of Gynecology and Obstetrics, Emory School of Medicine, 201 Dowman Dr, Atlanta, GA 30307, USA.
Weirong ShangDepartment of Gynecology and Obstetrics, Emory School of Medicine, 201 Dowman Dr, Atlanta, GA 30307, USA.
Sina AbhariDepartment of Gynecology and Obstetrics, Emory School of Medicine, 201 Dowman Dr, Atlanta, GA 30307, USA; CCRM Fertility of Newport Beach, 3501 Jamboree Rd, Newport Beach, CA 92660, USA.
Anna K KnightDepartment of Gynecology and Obstetrics, Emory School of Medicine, 201 Dowman Dr, Atlanta, GA 30307, USA.
Audrey J GaskinsGangarosa Department of Environmental Health, Rollins School of Public Health, Emory University, 1518 Clifton Rd NE, Atlanta, GA 30322, USA; Department of Epidemiology, Rollins School of Public Health, Emory University, 1518 Clifton Rd NE, Atlanta, GA 30322, USA.
Douglas I WalkerGangarosa Department of Environmental Health, Rollins School of Public Health, Emory University, 1518 Clifton Rd NE, Atlanta, GA 30322, USA.

Funding

Pilot Project ProgramP30ES019776 · NIEHS · EMORY UNIVERSITY · PI Melanie Alice PEARSON · 2013 to 2026
$22.6M
NEXUS: Network for Exposomics in the U.S.U24ES036819 · NIEHS · COLUMBIA UNIVERSITY HEALTH SCIENCES · PI Rima Habre, GARY W MILLER · 2024 to 2026
$4.6M
Integrated exposome profiling to identify environmental risk factors of metabolic disease in mid- and late-lifeR01ES035087 · NIEHS · UNIVERSITY OF MICHIGAN AT ANN ARBOR · PI Sung Kyun Park · 2023 to 2026
$2.5M
Mapping the blood cancer exposome for environmental risk profiles of mature B-cell neoplasmsR01ES032831 · NIEHS · ICAHN SCHOOL OF MEDICINE AT MOUNT SINAI · PI Douglas Ian Walker · 2022 to 2026
$2.3M
Mapping the cosmetic chemical exposome and its role in female fertilityK99ES036289 · NIEHS · EMORY UNIVERSITY · PI YOUNG, ANNA SWIFT · 2024 to 2025
$251k
NIEHS NIH HHS K99 ES036289NIEHS NIH HHS P30 ES019776NIEHS NIH HHS R01 ES032831NIEHS NIH HHS R01 ES035087NIEHS NIH HHS U24 ES036819
6 · The paper itself

Abstract

Many endocrine-disrupting chemicals have been linked to impaired ovarian function and fertility. However, most research has focused on small numbers of known chemicals in blood or urine. We aimed to measure the untargeted chemical exposome and metabolome in follicular fluid, a more toxicologically relevant reproductive biofluid, and evaluate associations with outcomes of controlled ovarian stimulation. Follicular fluid was collected from 82 patients undergoing egg retrieval for assisted reproduction in Atlanta and analyzed using untargeted gas (GC) and liquid (LC) chromatography with high-resolution mass spectrometry (HRMS). In single-chemical regression and mixture models (weighted quantile sum with random subsets), we estimated associations of chemicals with retrieved oocyte count, adjusted for age, race, smoking, and ovarian stimulation protocol. In over 90% of follicular fluid samples, we detected 82 confirmed exogenous chemicals with known identities as plasticizers, flame retardants, pesticides, per- and polyfluoroalkyl substances, or polycyclic aromatic hydrocarbons. About 3,081 of the untargeted detected features were individually associated with fewer retrieved oocytes after multiple-testing correction. In the GC environmental mixture model, 587 untargeted chemical features were jointly associated with 21% fewer retrieved oocytes (95% CI: -30 %, -12 %) per standard-deviation (SD) increase in exposure, compared to average single-chemical effects of -10 % per SD. Twenty metabolic pathways were associated with chemical mixture indices and oocyte count, including methionine, nicotinamide, glycine, pyrimidine, selenocompounds, tryptophan, phenylacetate, and biopterin metabolism. Our findings suggest that complex chemical mixtures infiltrate oocyte microenvironments and may impair ovarian reserve through diverse mechanisms. Discovery-based untargeted exposomic approaches uncover new exposures of potential concern and highlight the larger effects of cumulative mixtures than any single chemical alone.

Indexed as

Endocrine DisruptorsEnvironmental ExposureEnvironmental PollutantsExposomeFertilityFollicular FluidMetabolomeReproductive Techniques, AssistedAdultFemaleHumansEndocrine DisruptorsEnvironmental Pollutants

Identifiers

PMID40946429
PMCPMC12720341

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC
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.