Evidence map›Paper›PMID 36181890›Full record

ArticleEnvironmental research2023

Association between chemical mixtures and female fertility in women undergoing assisted reproduction in Sweden and Estonia.

Andrea Bellavia, Runyu Zou, Richelle D Björvang, Kristine Roos, Ylva Sjunnesson, Ida Hallberg, Jan Holte, Anne Pikki, Virissa Lenters, Lützen Portengen and 7 more

Open access · hybridAbstract read
In one paragraph

Article in Environmental research, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 30 papers.

0numbers the graph read from it
0cells of the map it votes in
30citing papers in PubMed
6.8field-weighted citation impact, top 2% of its field
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

30 citing papers in PubMed, 64 citations in OpenAlex.

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  18. Exposure to Environmental Chemicals and Infertility Among US Reproductive-Aged Women.International journal of environmental research and public health · 2024
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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

17 authors at 7 institutions in 4 countries.

Andrea BellaviaInstitute for Risk Assessment Sciences, Utrecht University, Utrecht, the Netherlands; Department of Environmental Health, Harvard T.H. Chan School of Public Health, Boston, MA, USA.
Runyu ZouInstitute for Risk Assessment Sciences, Utrecht University, Utrecht, the Netherlands; Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht University, Utrecht, the Netherlands.
Richelle D BjörvangDivision of Obstetrics and Gynecology, Department of Clinical Science, Intervention and Technology, Karolinska Institutet and Karolinska University Hospital, Stockholm, Sweden.
Kristine RoosDepartment of Chemistry and Biotechnology, Tallinn University of Technology, Tallinn, Estonia; Nova Vita Clinic AS, Tallinn, Estonia.
Ylva SjunnessonDepartment of Clinical Sciences, Division of Reproduction, The Center for Reproductive Biology in Uppsala, Swedish University of Agricultural Sciences, Uppsala, Sweden.
Ida HallbergDepartment of Clinical Sciences, Division of Reproduction, The Center for Reproductive Biology in Uppsala, Swedish University of Agricultural Sciences, Uppsala, Sweden.
Jan HolteCarl von Linnékliniken, Uppsala, Sweden; Department of Women's and Children's Health, Uppsala University, Uppsala, Sweden.
Anne PikkiCarl von Linnékliniken, Uppsala, Sweden; Department of Women's and Children's Health, Uppsala University, Uppsala, Sweden.
Virissa LentersJulius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht University, Utrecht, the Netherlands.
Lützen PortengenInstitute for Risk Assessment Sciences, Utrecht University, Utrecht, the Netherlands.
Jacco KoekkoekAmsterdam Institute for Life and Environment, Section Environment and Health, Vrije Universiteit Amsterdam, Amsterdam, the Netherlands.
Marja LamoreeAmsterdam Institute for Life and Environment, Section Environment and Health, Vrije Universiteit Amsterdam, Amsterdam, the Netherlands.
Majorie Van DuursenAmsterdam Institute for Life and Environment, Section Environment and Health, Vrije Universiteit Amsterdam, Amsterdam, the Netherlands.
Roel VermeulenInstitute for Risk Assessment Sciences, Utrecht University, Utrecht, the Netherlands; Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht University, Utrecht, the Netherlands.
Andres SalumetsDivision of Obstetrics and Gynecology, Department of Clinical Science, Intervention and Technology, Karolinska Institutet and Karolinska University Hospital, Stockholm, Sweden; Competence Center on Health Technologies, Tartu, Estonia; Department of Obstetrics and Gynaecology, Institute of Clinical Medicine, University of Tartu, Tartu, Estonia.
Agne Velthut-MeikasDepartment of Chemistry and Biotechnology, Tallinn University of Technology, Tallinn, Estonia. Electronic address: Agne.Velthut@taltech.ee.
Pauliina DamdimopoulouDivision of Obstetrics and Gynecology, Department of Clinical Science, Intervention and Technology, Karolinska Institutet and Karolinska University Hospital, Stockholm, Sweden.
Utrecht University · NLKarolinska University Hospital · SEVrije Universiteit Amsterdam · NLSwedish University of Agricultural Sciences · SETallinn University of Technology · EEUppsala University · SEHarvard University · US

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

objectiveWomen of reproductive age are exposed to ubiquitous chemicals such as phthalates, parabens, and per- and polyfluoroalkyl substances (PFAS), which have potential endocrine disrupting properties and might affect fertility. Our objective was to investigate associations between potential endocrine-disrupting chemicals (EDCs) and female fertility in two cohorts of women attending fertility clinics.

methodsIn a total population of 333 women in Sweden and Estonia, we studied the associations between chemicals and female fertility, evaluating ovarian sensitivity index (OSI) as an indicator of ovarian response, as well as clinical pregnancy and live birth from fresh and frozen embryo transfers. We measured 59 chemicals in follicular fluid samples and detected 3 phthalate metabolites, di-2-ethylhexyl phthalate (DEHP) metabolites, 1 paraben, and 6 PFAS in >90% of the women. Associations were evaluated using multivariable-adjusted linear or logistic regression, categorizing EDCs into quartiles of their distributions, as well as with Bayesian Kernel Machine Regression.

resultsWe observed statistically significant lower OSI at higher concentrations of the sum of DEHP metabolites in the Swedish cohort (Q4 vs Q1, β = -0.21, 95% CI: -0.38, -0.05) and methylparaben in the Estonian cohort (Q3 vs Q1, β = -0.22, 95% CI: -0.44, -0.01). Signals of potential associations were also observed at higher concentrations of PFUnDA in both the combined population (Q2 vs. Q1, β = -0.16, 95% CI -0.31, -0.02) and the Estonian population (Q2 vs. Q1, β = -0.27, 95% CI -0.45, -0.08), and for PFOA in the Estonian population (Q4 vs. Q1, β = -0.31, 95% CI -0.61, -0.01). Associations of chemicals with clinical pregnancy and live birth presented wide confidence intervals.

conclusionsWithin a large chemical mixture, we observed significant inverse associations levels of DEHP metabolites and methylparaben, and possibly PFUnDA and PFOA, with OSI, suggesting that these chemicals may contribute to altered ovarian function and infertility in women.

Indexed as

Diethylhexyl PhthalateEndocrine DisruptorsEnvironmental PollutantsFluorocarbonsPhthalic AcidsBayes TheoremEstoniaFemaleHumansParabensPregnancyReproductionSwedenDiethylhexyl PhthalateEndocrine DisruptorsEnvironmental PollutantsFluorocarbonsmethylparabenParabensphthalic acidPhthalic AcidsEndocrine disruptorsenvironmental mixturesfemale fertilityovarian sensitivity indexparabensphthalates

Identifiers

PMID36181890
PMCPMC9729501
OpenAlexW4297473056

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
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.