Evidence map›Paper›PMID 42015217›Full record

ArticleClinical epigenetics2026

DNA methylation in the placenta and household socioeconomic status: the SPAH study.

Ella O Beraldo, Ann E Borders, Amy M Inkster, Linda M Ernst, Alexa A Freedman, Jungwon Kim, Lauren S Keenan-Devlin, Maria S Peñaherrera, Wendy P Robinson, Gregory E Miller

Abstract read
In one paragraph

Article in Clinical epigenetics, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

2 citing papers in PubMed.

  1. Article
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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

10 authors.

Ella O BeraldoDepartment of Medical Genetics, University of British Columbia, 4500 Oak St., Vancouver, BC, V6H 3N1, Canada.
Ann E BordersDepartment of Obstetrics and Gynecology, Endeavor Health, University of Chicago Pritzker School of Medicine, 924 E. 57Th Street, Suite 104, Chicago, IL, 60637, USA.
Amy M InksterDepartment of Medical Genetics, University of British Columbia, 4500 Oak St., Vancouver, BC, V6H 3N1, Canada.
Linda M ErnstDepartment of Pathology and Laboratory Medicine, Endeavor Health, University of Chicago Pritzker School of Medicine, 924 E. 57Th Street, Suite 104, Chicago, IL, 60637, USA.
Alexa A FreedmanDepartment of Preventive Medicine, Northwestern University Feinberg School of Medicine, 420 E. Superior St., Chicago, IL, 60611, USA.
Jungwon KimDepartment of Psychology and Institute for Policy Research, Northwestern University, Swift Hall 102, 2029 Sheridan Road, Evanston, IL, 60208, USA.
Lauren S Keenan-DevlinDepartment of Obstetrics and Gynecology, Endeavor Health, University of Chicago Pritzker School of Medicine, 924 E. 57Th Street, Suite 104, Chicago, IL, 60637, USA.
Maria S PeñaherreraDepartment of Medical Genetics, University of British Columbia, 4500 Oak St., Vancouver, BC, V6H 3N1, Canada.
Wendy P RobinsonDepartment of Medical Genetics, University of British Columbia, 4500 Oak St., Vancouver, BC, V6H 3N1, Canada. wrobinson@bcchr.ca.
Gregory E MillerDepartment of Psychology and Institute for Policy Research, Northwestern University, Swift Hall 102, 2029 Sheridan Road, Evanston, IL, 60208, USA. greg.miller@northwestern.edu.

Funding

Understanding socioeconomic disparities in perinatal risk: The role of epigenetic and transcriptional regulation in the placentaR01MD011749 · NIMHD · NORTHWESTERN UNIVERSITY · PI BORDERS, ANN E.B., MILLER, GREGORY EVAN · 2017 to 2021
$3.9M
CIHR GSK-171375; PJT-169131NIH HHS R01MD011749NIMHD NIH HHS R01 MD011749
6 · The paper itself

Abstract

backgroundDisparities in socioeconomic status have been associated with adverse pregnancy outcomes, including preterm birth and fetal growth restriction. As the barrier between maternal exposures and the fetus, the placenta has been proposed to play a role in the mechanisms leading to poor health outcomes seen with socioeconomic disadvantage. We hypothesized that exposure to lower SES during pregnancy may lead to altered placental DNA methylation (DNAme) that is in turn associated with other pregnancy outcomes.

methodsPlacental samples from the Stress, Pregnancy, and Health Study (SPAH) study (n = 493) were processed for DNAme analysis using the Illumina Infinium MethylationEPIC BeadChip array. Linear modelling was used to assess whether placental DNAme was associated with household-level indicators of Socioeconomic Position, Financial Resources, and/or Disadvantage. We additionally tested for associations with DNAme-derived epivariables of inferred cell composition and epigenetic age acceleration.

resultsAt FDR < 0.05 and |∆β|> 0.05, we observed only 2 CpGs associated with Socioeconomic Position after correcting for gestational age and ancestry; no CpGs were associated with Resources or Disadvantage. We also examined a less stringent |∆β|> 0.02 threshold (the lower limit of technical detection in this cohort) to ensure we were not missing small-effect SES associations. At this threshold there were 77 and 22 CpGs associated with Socioeconomic Position and Disadvantage, respectively, although closer inspection revealed that these changes were strongly associated with Hispanic ethnicity, and were likely explained by unaccounted for genetic variation in this cohort. In epivariable analyses, higher values of the Resources composite were associated with decreased cytotrophoblast:syncytiotrophoblast ratios in XY placentas only; this ratio is a novel metric that may reflect patterns of placental maturation and decreases over toward term in normative pregnancies. No SES metrics were associated with epigenetic age acceleration.

conclusionsIn this diverse pregnancy cohort, we found little evidence that SES measures were associated with widespread alterations in placental DNAme. Importantly, DNAme-SES associations observed prior to adjustment for genetic ancestry were attenuated after ancestry-informed modeling, highlighting the potential for confounding in epigenetic studies of social exposures, particularly in heterogeneous cohorts. Our findings underscore the importance of carefully accounting for ancestry-related variation in DNAme studies, and will inform the design of future studies aimed at investigating the molecular correlates of socioeconomic disparities in pregnancy and early life, and the associated adverse birth and developmental outcomes.

Indexed as

DNA MethylationPlacentaSocial ClassAdultCpG IslandsEpigenesis, GeneticFemaleHumansLow Socioeconomic StatusPregnancyPregnancy OutcomeSocioeconomic Disparities in HealthDNA methylationEpigenetic agePlacentaPregnancySocioeconomic status

Identifiers

PMID42015217
PMCPMC13251017

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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.