Evidence map›Paper›PMID 26724803›Full record

ArticleHuman reproduction (Oxford, England)2016

Adult air pollution exposure and risk of infertility in the Nurses' Health Study II.

S Mahalingaiah, J E Hart, F Laden, L V Farland, M M Hewlett, J Chavarro, A Aschengrau, S A Missmer

Abstract read
In one paragraph

Article in Human reproduction (Oxford, England), 2016. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 63 papers, 5 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
63citing papers in PubMed, 5 pooled it
–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

63 citing papers in PubMed, 5 syntheses or guidelines pooled it.

  1. Pooled it
  2. The association between air pollution and cancers: controversial evidence of a systematic review.Environmental science and pollution research international · 2020
    Pooled it
  3. Association between Female Reproductive Health and Mancozeb: Systematic Review of Experimental Models.International journal of environmental research and public health · 2020
    Pooled it
  4. Air pollution and female fertility: a systematic review of literature.Reproductive biology and endocrinology : RB&E · 2018
    Pooled it
  5. Does air pollution play a role in infertility?: a systematic review.Environmental health : a global access science source · 2017
    Pooled it
  6. Article
  7. Dynamic Associations between Ambient PMEnvironment & health (Washington, D.C.) · 2026
    Article
  8. Article
  9. Article
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  12. Article
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  16. Article
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  18. Article
  19. Residential Exposure to PMPaediatric and perinatal epidemiology · 2025
    Article
  20. Review

3 more citing papers are in PubMed but not listed here.

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

8 authors.

S MahalingaiahDepartment of Obstetrics and Gynecology, Boston University School of Medicine, Boston, MA 02118, USA shruthi@bu.edu.
J E HartDepartment of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, MA 02115, USA Department of Environmental Health, Harvard T.H. Chan School of Public Health, Boston, MA 02115, USA.
F LadenDepartment of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, MA 02115, USA Department of Environmental Health, Harvard T.H. Chan School of Public Health, Boston, MA 02115, USA Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, MA 02115, USA.
L V FarlandDepartment of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, MA 02115, USA.
M M HewlettDepartment of Obstetrics and Gynecology, Boston University School of Medicine, Boston, MA 02118, USA.
J ChavarroDepartment of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, MA 02115, USA Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, MA 02115, USA Department of Nutrition, Harvard T.H. Chan School of Public Health, Boston, MA 02115, USA.
A AschengrauDepartment of Epidemiology, Boston University School of Public Health, Boston, MA 02118, USA.
S A MissmerDepartment of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, MA 02115, USA Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, MA 02115, USA Department of Obstetrics, Gynecology, and Reproductive Biology, Brigham and Women's Hospital and Harvard Medical School, Boston, MA 02115, USA.

Funding

Project-005UL1TR001430 · NCATS · BOSTON UNIVERSITY MEDICAL CAMPUS · PI BAIR-MERRITT, MEGAN H, CENTER, DAVID M. · 2015 to 2024
$52.3M
Training CoreP42ES007381 · NIEHS · BOSTON UNIVERSITY MEDICAL CAMPUS · PI MONTI, STEFANO · 1995 to 2019
$46.1M
Translational Research Support CoreP30ES000002 · NIEHS · HARVARD UNIVERSITY (SCH OF PUBLIC HLTH) · PI SUSAN A KORRICK · 1985 to 2026
$44.6M
REPRODUCTIVE SCIENTIST TRAINING PROGRAMK12HD000849 · NICHD · WASHINGTON UNIVERSITY · PI Danny J Schust · 1988 to 2026
$33.2M
Risk Factors for Breast Cancer in Younger NursesR01CA050385 · NCI · HARVARD UNIVERSITY (SCH OF PUBLIC HLTH) · PI ELIASSEN, A. HEATHER, WILLETT, WALTER C. · 1989 to 2019
$32.3M
Life Course Cancer Epidemiology Cohort in WomenUM1CA176726 · NCI · HARVARD SCHOOL OF PUBLIC HEALTH · PI WILLETT, WALTER C. · 2013 to 2017
$15.7M
DIET, PHYSICAL ACTIVITY, AND THE RELATIONSHIP BETWEEN AIR POLLUTION AND CVDR01ES017017 · NIEHS · BRIGHAM AND WOMEN'S HOSPITAL · PI LADEN, FRANCINE · 2009 to 2012
$1.7M
Immunology, Inflammation, and EndometriosisR01HD057210 · NICHD · BRIGHAM AND WOMEN'S HOSPITAL · PI MISSMER, STACEY ANN · 2009 to 2012
$1.4M
Predoctoral Training Program in Reproductive, Perinatal & Pediatric EpidemiologyT32HD060454 · NICHD · HARVARD SCHOOL OF PUBLIC HEALTH · PI MICHELS, KARIN B · 2010 to 2014
$1.1M
NCATS NIH HHS 1UL1TR001430NCI NIH HHS R01CA50385NCI NIH HHS UM1CA176726NICHD NIH HHS K12 HD000849NICHD NIH HHS R01HD57210NICHD NIH HHS T32HD060454NIEHS NIH HHS 5 P42 ES007381NIEHS NIH HHS 5R01ES017017NIEHS NIH HHS L30 ES023231NIEHS NIH HHS P30 ES000002NIEHS NIH HHS P42 ES007381NIEHS NIH HHS R01 ES017017
6 · The paper itself

Abstract

study questionIs there an association between air pollution exposures and incident infertility? SUMMARY ANSWER: Increased exposure to air pollution is associated with an increased incidence of infertility. WHAT IS KNOWN ALREADY: Exposures to air pollution have been associated with lower conception and fertility rates. However, the impact of pollution on infertility incidence is unknown. STUDY DESIGN, SIZE, DURATION: Prospective cohort study using data collected from 116 430 female nurses from September 1989 to December 2003 as part of the Nurses' Health Study II cohort. PARTICIPANTS/MATERIALS, SETTING,

methodsInfertility was defined by report of attempted conception for ≥12 months without success. Participants were able to report if evaluation was sought and if so, offer multiple clinical indications for infertility. After exclusion, 36 294 members were included in the analysis. Proximity to major roadways and ambient exposures to particulate matter less than 10 microns (PM10), between 2.5 and 10 microns (PM2.5-10), and less than 2.5 microns (PM2.5) were determined for residential addresses for the 36 294 members between the years of 1993 and 2003. Hazard ratios (HR) and 95% confidence intervals (CI) were calculated using multivariable adjusted Cox proportional hazard models with time-varying covariates. MAIN RESULTS AND THE ROLE OF CHANCE: Over 213 416 person-years, there were 2508 incident reports of infertility. Results for overall infertility were inconsistent across exposure types. We observed a small increased risk for those living closer to compared to farther from a major road, multivariable adjusted HR = 1.11 (CI: 1.02-1.20). This was consistent for those reporting primary or secondary infertility. For women living closer to compared to farther from a major road, for primary infertility HR = 1.05 (CI: 0.94-1.17), while for secondary infertility HR = 1.21 (CI: 1.07-1.36). In addition, the HR for every 10 µg/m(3) increase in cumulative PM2.5-10 among women with primary infertility was 1.10 (CI: 0.96-1.27), and similarly was 1.10 (CI: 0.94-1.28) for those with secondary infertility. LIMITATIONS, REASONS FOR CAUTION: Within the 2 year window of infertility diagnosis, we do not have the exact date of diagnosis or the exact timing of the start of attempting conception. As infertility status and subtypes of infertility were prospectively collected biennially, we were unable to tightly examine the timing of exposures on incidence of infertility. In terms of exposure quantification, we used ambient air pollution exposures as a proxy for personal exposures, potentially leading to exposure misclassification. However, several studies suggest that ambient measurements are an acceptable surrogate for individual level exposures in most populations. WIDER IMPLICATIONS OF THE

findingsWe observed an association between all size fractions of PM exposure, as well as traffic-related air pollution, and incidence of infertility. Of note, the strongest association was observed between cumulative average exposures over the course of follow-up and the risk of infertility, suggesting that chronic exposures may be of greater importance than short-term exposures. STUDY FUNDING/COMPETING INTERESTS: The work for this paper was supported by the following: S.M.: Reproductive Scientist Development Program HD000849, and the Building Interdisciplinary Research Careers in Women's Health HD043444, the Boston University CTSI 1UL1TR001430, and a research grant from the Boston University Department of Obstetrics and Gynecology, S.A.M.: R01HD57210 from the National Institute of Child Health and Human Development and the Massachusetts Institute of Technology Center for Environmental Health Sciences Translational Pilot Project Program, R01CA50385 from the National Cancer Institute, J.E.H. and F.L.: 5R01ES017017 from the National Institute for Environmental Health Sciences, 5 P42 ES007381 from the National Institute of Environmental Health at the National Institute of Health. L.V.F.: T32HD060454 in reproductive, perinatal, and pediatric epidemiology from the Eunice Kennedy Shriver National Institute of Child Health and Human Development. The Nurses' Health Study II is additionally supported by infrastructure grant UM1CA176726 from the National Cancer Institute, NIH, U.S. Department of Health and Human Services. The authors have no actual or potential competing financial interests to disclose.

Indexed as

Air PollutionEnvironmental ExposureAdultAir PollutantsFemaleHumansIncidenceInfertility, FemaleMultivariate AnalysisNursesParticle SizeProportional Hazards ModelsAir Pollutantsair pollutionenvironmentinfertilitynurses' health study 2particulate matter

Identifiers

PMID26724803
PMCPMC4755443

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