Evidence map›Paper›PMID 34243768›Full record

SynthesisEnvironmental health : a global access science source2021

Exposure to arsenic at different life-stages and DNA methylation meta-analysis in buccal cells and leukocytes.

Anne K Bozack, Philippe Boileau, Linqing Wei, Alan E Hubbard, Fenna C M Sillé, Catterina Ferreccio, Johanna Acevedo, Lifang Hou, Vesna Ilievski, Craig M Steinmaus and 4 more

Open access · goldAbstract readMeta-Analysis
In one paragraph

Synthesis in Environmental health : a global access science source, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 14 papers.

0numbers the graph read from it
0cells of the map it votes in
14citing papers in PubMed
2.4field-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

14 citing papers in PubMed, 26 citations in OpenAlex.

  1. Article
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  8. Review
  9. State of the Art of Genomic Technology in Toxicology: A Review.International journal of molecular sciences · 2023
    Review
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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

14 authors at 6 institutions in 2 countries.

Anne K BozackDivision of Environmental Health Sciences, School of Public Health, University of California, 2121 Berkeley Way, Room 5302, Berkeley, Berkeley, CA, 94720, USA. anne.bozack@berkeley.edu.ORCID 0000-0003-0046-5767
Philippe BoileauGraduate Group in Biostatistics, University of California, Berkeley, Berkeley, CA, USA.
Linqing WeiGraduate Group in Biostatistics, University of California, Berkeley, Berkeley, CA, USA.
Alan E HubbardGraduate Group in Biostatistics, University of California, Berkeley, Berkeley, CA, USA.
Fenna C M SilléDepartment of Environmental Health and Engineering, The Johns Hopkins University Bloomberg School of Public Health, Baltimore, MD, USA.
Catterina FerreccioAdvanced Center for Chronic Diseases (ACCDiS), School of Medicine, Pontificia Universidad Católica de Chile, Santiago, Chile.
Johanna AcevedoDepartment of Public Health, School of Medicine, Pontificia Universidad Católica de Chile, Santiago, Chile.
Lifang HouDepartment of Preventive Medicine, Feinberg School of Medicine, Northwestern University, Chicago, IL, USA.
Vesna IlievskiDepartment of Environmental Health Science, Mailman School of Public Health, Columbia University, New York City, NY, USA.
Craig M SteinmausDivision of Environmental Health Sciences, School of Public Health, University of California, 2121 Berkeley Way, Room 5302, Berkeley, Berkeley, CA, 94720, USA.
Martyn T SmithDivision of Environmental Health Sciences, School of Public Health, University of California, 2121 Berkeley Way, Room 5302, Berkeley, Berkeley, CA, 94720, USA.
Ana Navas-AcienDepartment of Environmental Health Science, Mailman School of Public Health, Columbia University, New York City, NY, USA.
Mary V GambleDepartment of Environmental Health Science, Mailman School of Public Health, Columbia University, New York City, NY, USA.
Andres CardenasDivision of Environmental Health Sciences, School of Public Health, University of California, 2121 Berkeley Way, Room 5302, Berkeley, Berkeley, CA, 94720, USA.
Berkeley Public Health Division · USColumbia University · USUniversity of California, Berkeley · USPontificia Universidad Católica de Chile · CLJohns Hopkins University · USNorthwestern University · US

Funding

Tumor Biology and Microenvironment ProgramP30CA013696 · NCI · COLUMBIA UNIV NEW YORK MORNINGSIDE · PI Anil K Rustgi · 1985 to 2026
$115.3M
Training CoreP42ES004705 · NIEHS · UNIVERSITY OF CALIFORNIA BERKELEY · PI MCHALE, CLIONA · 1987 to 2025
$74.6M
Training CoreP42ES010349 · NIEHS · COLUMBIA UNIVERSITY HEALTH SCIENCES · PI NAVAS-ACIEN, ANA · 2000 to 2020
$53.6M
Folic Acid and Creatine as Therapeutic Approaches for Lowering Blood ArenicR01CA133595 · NCI · COLUMBIA UNIVERSITY HEALTH SCIENCES · PI GAMBLE, MARY · 2009 to 2013
$2.3M
PRENATAL AND POSTNATAL EXPOSURE TO ENVIRONMENTAL MIXTURES: NEURODEVELOPMENT AND DNA METHYLATION BIOMARKERSR01ES031259 · NIEHS · UNIVERSITY OF CALIFORNIA BERKELEY · PI CARDENAS, ANDRES · 2020 to 2024
$1.9M
Long-term Effects of Early-Life Arsenic Exposure on ImmunityK99ES024808 · NIEHS · UNIVERSITY OF CALIFORNIA BERKELEY · PI SILLE, FENNA · 2015 to 2015
$71k
NCI NIH HHS P30 CA013696NCI NIH HHS R01 CA133595NIEHS NIH HHS K99 ES024808NIEHS NIH HHS P42 ES004705NIEHS NIH HHS P42 ES010349NIEHS NIH HHS R01 ES031259
6 · The paper itself

Abstract

backgroundArsenic (As) exposure through drinking water is a global public health concern. Epigenetic dysregulation including changes in DNA methylation (DNAm), may be involved in arsenic toxicity. Epigenome-wide association studies (EWAS) of arsenic exposure have been restricted to single populations and comparison across EWAS has been limited by methodological differences. Leveraging data from epidemiological studies conducted in Chile and Bangladesh, we use a harmonized data processing and analysis pipeline and meta-analysis to combine results from four EWAS.

methodsDNAm was measured among adults in Chile with and without prenatal and early-life As exposure in PBMCs and buccal cells (N = 40, 850K array) and among men in Bangladesh with high and low As exposure in PBMCs (N = 32, 850K array; N = 48, 450K array). Linear models were used to identify differentially methylated positions (DMPs) and differentially variable positions (DVPs) adjusting for age, smoking, cell type, and sex in the Chile cohort. Probes common across EWAS were meta-analyzed using METAL, and differentially methylated and variable regions (DMRs and DVRs, respectively) were identified using comb-p. KEGG pathway analysis was used to understand biological functions of DMPs and DVPs.

resultsIn a meta-analysis restricted to PBMCs, we identified one DMP and 23 DVPs associated with arsenic exposure; including buccal cells, we identified 3 DMPs and 19 DVPs (FDR < 0.05). Using meta-analyzed results, we identified 11 DMRs and 11 DVRs in PBMC samples, and 16 DMRs and 19 DVRs in PBMC and buccal cell samples. One region annotated to LRRC27 was identified as a DMR and DVR. Arsenic-associated KEGG pathways included lysosome, autophagy, and mTOR signaling, AMPK signaling, and one carbon pool by folate.

conclusionsUsing a two-step process of (1) harmonized data processing and analysis and (2) meta-analysis, we leverage four DNAm datasets from two continents of individuals exposed to high levels of As prenatally and during adulthood to identify DMPs and DVPs associated with arsenic exposure. Our approach suggests that standardizing analytical pipelines can aid in identifying biological meaningful signals.

Indexed as

AdultArsenicDNA MethylationFemaleGenome-Wide Association StudyHumansLeukocytesMaleMiddle AgedMouth MucosaPregnancyPrenatal Exposure Delayed EffectsWater Pollutants, ChemicalArsenicWater Pollutants, ChemicalArsenicDNA methylationEpigeneticsPrenatal exposure

Identifiers

PMID34243768
PMCPMC8272372
OpenAlexW3179216619

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.