Evidence map›Paper›PMID 40897385›Full record

ArticleHuman reproduction (Oxford, England)2025

Fine particulate matter exposure and sperm DNA fragmentation in US men: a spatial cross-sectional study.

Yuval Fouks, Denis A Vaughan, Pietro Bortoletto, Jeffrey Che-Wei Chang, Daniel Lantsberg, Vivekananda X Datta, Brian McSweeney, Joel David Schwartz, Denny Sakkas

Abstract read
In one paragraph

Article in Human reproduction (Oxford, England), 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers.

0numbers the graph read from it
0cells of the map it votes in
4citing 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

4 citing papers in PubMed.

  1. Article
  2. A Review of the Increasing Impact and Effects of Air Pollution Throughout Life and Before Birth.Medical science monitor : international medical journal of experimental and clinical research · 2026
    Review
  3. Article
  4. 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

9 authors.

Yuval FouksBoston IVF-IVIRMA Global Research Alliance, Waltham, MA, USA.ORCID 0000-0001-8880-8298
Denis A VaughanDepartment of Obstetrics and Gynecology, Beth Israel Deaconess Medical Center, Boston, MA, USA.
Pietro BortolettoDepartment of Obstetrics and Gynecology, Beth Israel Deaconess Medical Center, Boston, MA, USA.
Jeffrey Che-Wei ChangMemorial Sloan Kettering Cancer Center, New York, NY, USA.
Daniel LantsbergReproductive Services Unit, The Royal Women's Hospital, Parkville, VIC, Australia.
Vivekananda X DattaQuest Diagnostics, Marlborough, MA, USA.
Brian McSweeneyQuest Diagnostics, Marlborough, MA, USA.
Joel David SchwartzHarvard T.H. Chan School of Public Health, Cambridge, MA, USA.
Denny SakkasBoston IVF-IVIRMA Global Research Alliance, Waltham, MA, USA.ORCID 0000-0002-9509-6791

Funding

X-RAY CRYSTALLOGRAPHYP30CA008748 · NCI · SLOAN-KETTERING INSTITUTE FOR CANCER RES · PI SELWYN M VICKERS · 1985 to 2026
$347.4M
NCI NIH HHS P30 CA008748
6 · The paper itself

Abstract

study questionDoes exposure to fine particulate matter (PM2.5) impact sperm DNA fragmentation? SUMMARY ANSWER: Higher PM2.5 exposure was associated with increased sperm DNA fragmentation, with greater effects observed in men of lower socioeconomic status (SES). WHAT IS KNOWN ALREADY: Environmental air pollutants such as PM2.5 have been linked to adverse reproductive and perinatal outcomes. However, their impact on sperm chromatin integrity remains underexplored, particularly in the context of geographic and sociodemographic modifiers. STUDY DESIGN, SIZE, DURATION: This was a cross-sectional study including 21 851 semen samples collected between 2005 and 2022 from men undergoing fertility evaluation across multiple US regions. PARTICIPANTS/MATERIALS, SETTING,

methodsSemen samples were obtained from men older than 18 years, with testing performed in a single reference laboratory. Exposure to PM2.5 was estimated using validated satellite-derived models and aligned with the 70-80 day spermatogenic window prior to sample collection. Spatial linear mixed-effects models incorporating natural splines and geographic correlation structures were used to assess nonlinear associations between PM2.5 and sperm DNA fragmentation index (DFI), while adjusting for age, SES, population density, and racial composition. Interaction terms were used to evaluate effect modification. MAIN RESULTS AND THE ROLE OF CHANCE: Higher PM2.5 exposure was associated with increased DFI (estimate = 0.45; P = 0.0025), with a clear nonlinear dose-response pattern peaking at ∼11 µg/m³. A significant interaction was observed between PM2.5 and SES (estimate = 0.45; P = 0.0148), indicating that men from lower SES areas experienced stronger pollution-related DNA damage. Age remained a strong independent predictor: men ≥50 years showed markedly elevated DFI (estimate = 14.36; P < 0.0001). LIMITATIONS, REASONS FOR CAUTION: The sample was derived from men seeking fertility evaluation and may not represent the general population. ZIP-code level SES and exposure proxies may not reflect to the full extent an individual-level exposures, and residual confounding is possible. WIDER IMPLICATIONS OF THE

findingsThese results underscore the reproductive health consequences of environmental air pollution and its intersection with social inequality. PM2.5 exposure may disproportionately affect sperm chromatin quality in disadvantaged populations; this finding supports targeted environmental and reproductive health interventions. Sperm DNA fragmentation may serve as a biomarker of environmental and social stress. STUDY FUNDING/COMPETING INTEREST(S): This study was internally funded. V.X.D. and B.M. are employees of ReproSource, which provided laboratory testing, and Quest Diagnostics. No other conflicts of interest were reported. TRIAL REGISTRATION NUMBER: N/A.

Indexed as

Air PollutantsDNA FragmentationEnvironmental ExposureParticulate MatterSpermatozoaAdultAir PollutionCross-Sectional StudiesHumansMaleMiddle AgedUnited StatesYoung AdultAir PollutantsParticulate Matterair pollutionepidemiologyfine particulate mattermale fertilitysocioeconomic disparitiessperm DNA fragmentation

Identifiers

PMID40897385
PMCPMC12491671

What Socratic holds

Textmetadata
LicenceCC BY
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 Socratic graph.