Evidence map›Paper›PMID 36668811›Full record

ArticleToxics2023

Perinatal Lead Exposure Promotes Sex-Specific Epigenetic Programming of Disease-Relevant Pathways in Mouse Heart.

Laurie K Svoboda, Kai Wang, Jaclyn M Goodrich, Tamara R Jones, Justin A Colacino, Karen E Peterson, Martha M Tellez-Rojo, Maureen A Sartor, Dana C Dolinoy

Open access · goldAbstract read
In one paragraph

Article in Toxics, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 10 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
10citing papers in PubMed, 1 pooled it
2.5field-weighted citation impact, top 12% 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

10 citing papers in PubMed, 1 synthesis or guideline pooled it, 16 citations in OpenAlex.

  1. Pooled it
  2. Article
  3. Article
  4. Review
  5. Article
  6. Article
  7. Article
  8. Article
  9. Review
  10. 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 at 2 institutions in 2 countries.

Laurie K SvobodaEnvironmental Health Sciences, University of Michigan School of Public Health, Ann Arbor, MI 48109, USA.ORCID 0000-0002-0003-4513
Kai WangDepartment of Computational Medicine and Bioinformatics, University of Michigan Medical School, Ann Arbor, MI 48109, USA.
Jaclyn M GoodrichEnvironmental Health Sciences, University of Michigan School of Public Health, Ann Arbor, MI 48109, USA.ORCID 0000-0002-8289-9253
Tamara R JonesEnvironmental Health Sciences, University of Michigan School of Public Health, Ann Arbor, MI 48109, USA.
Justin A ColacinoEnvironmental Health Sciences, University of Michigan School of Public Health, Ann Arbor, MI 48109, USA.ORCID 0000-0002-5882-4569
Karen E PetersonNutritional Sciences, University of Michigan School of Public Health, Ann Arbor, MI 48109, USA.ORCID 0000-0003-0471-1427
Martha M Tellez-RojoCenter for Research on Nutrition and Health, National Institute of Public Health, Cuernavaca 62100, Mexico.ORCID 0000-0003-3322-3334
Maureen A SartorDepartment of Computational Medicine and Bioinformatics, University of Michigan Medical School, Ann Arbor, MI 48109, USA.
Dana C DolinoyEnvironmental Health Sciences, University of Michigan School of Public Health, Ann Arbor, MI 48109, USA.
University of Michigan · USInstituto Nacional de Salud Pública · MX

Funding

Strategic Vision & Impact on Environmental HealthP30ES017885 · NIEHS · UNIVERSITY OF MICHIGAN AT ANN ARBOR · PI Dana Dolinoy · 2011 to 2026
$21.3M
ENVIRONMENTAL TOXICOLOGY PRE/POST DOCTORAL RES.TRAININGT32ES007062 · NIEHS · UNIVERSITY OF MICHIGAN AT ANN ARBOR · PI Justin Adam Colacino · 1985 to 2026
$10.5M
Untargeted Analysis ResourceU2CES026553 · NIEHS · UNIVERSITY OF MICHIGAN AT ANN ARBOR · PI DOLINOY, DANA · 2015 to 2015
$9.5M
TSPO and Neuroinflammation in Alzheimer's DiseaseR01ES007062 · NIEHS · JOHNS HOPKINS UNIVERSITY · PI GUILARTE, TOMAS R · 1995 to 2023
$7.3M
Environmental Epigenomics and Precision Environmental HealthR35ES031686 · NIEHS · UNIVERSITY OF MICHIGAN AT ANN ARBOR · PI Dana Dolinoy · 2020 to 2026
$6.1M
Diversity SupplementR01ES028802 · NIEHS · UNIVERSITY OF MICHIGAN AT ANN ARBOR · PI Justin Adam Colacino · 2018 to 2026
$4.8M
Project 3: Developmental Exposures and Diet: Epigenetics of Metabolic SyndromeP01ES022844 · NIEHS · UNIVERSITY OF MICHIGAN AT ANN ARBOR · PI PADMANABHAN, VASANTHA, PETERSON, KAREN EILEEN · 2013 to 2018
$3.9M
DNA Methylation, Genetics, and Modifiable Risk Factors of Dementia in a Nationally Representative, Multi-Ethnic Cohort - Diversity SupplementR01AG067592 · NIA · UNIVERSITY OF MICHIGAN AT ANN ARBOR · PI BAKULSKI, KELLY, WARE, ERIN BAKSHIS · 2020 to 2025
$3.8M
Risk of Alzheimer's Disease and Related Dementias from Perinatal Lead Exposure: Brain Region and Cell Type EffectsR01AG072396 · NIA · UNIVERSITY OF MICHIGAN AT ANN ARBOR · PI Kelly Bakulski, Justin Adam Colacino · 2022 to 2026
$3.7M
Perinatal Exposures, Tissue- and Cell-specific Epigenomics, & Lifecourse OutcomesU01ES026697 · NIEHS · UNIVERSITY OF MICHIGAN AT ANN ARBOR · PI DOLINOY, DANA · 2016 to 2019
$3.6M
Sex-Specific Metabolic and Epigenetic Programming of Cardiac Differentiation by Developmental Lead Exposure.K01ES032048 · NIEHS · UNIVERSITY OF MICHIGAN AT ANN ARBOR · PI SVOBODA, LAURIE KATHLEEN · 2020 to 2022
$468k
NIA NIH HHS R01 AG067592NIA NIH HHS R01 AG072396NIEHS NIH HHS ES007062NIEHS NIH HHS ES017885NIEHS NIH HHS ES026553NIEHS NIH HHS ES026697NIEHS NIH HHS ES028802NIEHS NIH HHS ES031686NIEHS NIH HHS ES032048NIEHS NIH HHS K01 ES032048NIEHS NIH HHS P01 ES022844NIEHS NIH HHS P30 ES017885NIEHS NIH HHS R01 ES007062NIEHS NIH HHS R01 ES028802NIEHS NIH HHS R35 ES031686NIEHS NIH HHS T32 ES007062NIEHS NIH HHS U01 ES026697
6 · The paper itself

Abstract

Environmental contaminants such as the metal lead (Pb) are associated with cardiovascular disease, but the underlying molecular mechanisms are poorly understood. In particular, little is known about how exposure to Pb during early development impacts the cardiac epigenome at any point across the life course and potential differences between sexes. In a mouse model of human-relevant perinatal exposures, we utilized RNA-seq and Enhanced Reduced Representation Bisulfite Sequencing (ERRBS) to investigate the effects of Pb exposure during gestation and lactation on gene expression and DNA methylation, respectively, in the hearts of male and female mice at weaning. For ERRBS, we identified differentially methylated CpGs (DMCs) or differentially methylated 1000 bp regions (DMRs) based on a minimum absolute change in methylation of 10% and an FDR < 0.05. For gene expression data, an FDR < 0.05 was considered significant. No individual genes met the FDR cutoff for gene expression; however, we found that Pb exposure leads to significant changes in the expression of gene pathways relevant to cardiovascular development and disease. We further found that Pb promotes sex-specific changes in DNA methylation at hundreds of gene loci (280 DMCs and 99 DMRs in males, 189 DMCs and 121 DMRs in females), and pathway analysis revealed that these CpGs and regions collectively function in embryonic development. In males, differential methylation also occurred at genes related to immune function and metabolism. We then investigated whether genes exhibiting differential methylation at weaning were also differentially methylated in hearts from a cohort of Pb-exposed mice at adulthood. We found that a single gene, Galnt2, showed differential methylation in both sexes and time points. In a human cohort investigating the influence of prenatal Pb exposure on the epigenome, we also observed an inverse association between first trimester Pb concentrations and adolescent blood leukocyte DNA methylation at a locus in GALNT2, suggesting that this gene may represent a biomarker of Pb exposure across species. Together, these data, across two time points in mice and in a human birth cohort study, collectively demonstrate that Pb exposure promotes sex-specific programming of the cardiac epigenome, and provide potential mechanistic insight into how Pb causes cardiovascular disease.

Indexed as

cardiovascular diseaseDevelopmental Origins of Health and Disease (DOHaD)DNA methylationepigeneticheartsex differencestoxicoepigenetics

Identifiers

PMID36668811
PMCPMC9860846
OpenAlexW4316663177

What OpenQuestion 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 OpenQuestion graph.