Evidence map›Paper›PMID 33407552›Full record

ArticleEnvironmental health : a global access science source2021

Prenatal metal mixtures and child blood pressure in the Rhea mother-child cohort in Greece.

Caitlin G Howe, Katerina Margetaki, Marina Vafeiadi, Theano Roumeliotaki, Marianna Karachaliou, Manolis Kogevinas, Rob McConnell, Sandrah P Eckel, David V Conti, Maria Kippler and 2 more

Open access · goldAbstract read
In one paragraph

Article 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 23 papers.

0numbers the graph read from it
0cells of the map it votes in
23citing papers in PubMed
4.8field-weighted citation impact, top 4% 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

23 citing papers in PubMed, 52 citations in OpenAlex.

  1. Review
  2. Review
  3. Article
  4. Article
  5. Article
  6. Article
  7. Article
  8. Article
  9. Scientific opinion on the tolerable upper intake level for selenium.EFSA journal. European Food Safety Authority · 2023
    Article
  10. Review
  11. Article
  12. Article
  13. Article
  14. Article
  15. Article
  16. Article
  17. Article
  18. Article
  19. Article
  20. Review
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

12 authors at 5 institutions in 4 countries.

Caitlin G Howe *Department of Epidemiology, Geisel School of Medicine at Dartmouth, Dartmouth College, 1 Medical Center Dr, Lebanon, NH, 03766, USA. Caitlin.G.Howe@Dartmouth.edu.ORCID http://orcid.org/0000-0002-4935-9298
Katerina Margetaki *Department of Preventive Medicine, University of Southern California, Los Angeles, CA, USA.
Marina VafeiadiDepartment of Social Medicine, Faculty of Medicine, University of Crete, Heraklion, Crete, Greece.
Theano RoumeliotakiDepartment of Social Medicine, Faculty of Medicine, University of Crete, Heraklion, Crete, Greece.
Marianna KarachaliouDepartment of Social Medicine, Faculty of Medicine, University of Crete, Heraklion, Crete, Greece.
Manolis KogevinasISGlobal, Barcelona, Spain.
Rob McConnellDepartment of Preventive Medicine, University of Southern California, Los Angeles, CA, USA.
Sandrah P EckelDepartment of Preventive Medicine, University of Southern California, Los Angeles, CA, USA.
David V ContiDepartment of Preventive Medicine, University of Southern California, Los Angeles, CA, USA.
Maria KipplerInstitute of Environmental Medicine, Karolinska Institutet, Stockholm, Sweden.
Shohreh F Farzan *Department of Preventive Medicine, University of Southern California, Los Angeles, CA, USA.
Leda Chatzi *Department of Preventive Medicine, University of Southern California, Los Angeles, CA, USA.
University of Southern California · USUniversity of Crete · GRDartmouth College · USKarolinska Institutet · SEUniversitat Pompeu Fabra · ES

Funding

Translational Research Support CoreP30ES007048 · NIEHS · UNIVERSITY OF SOUTHERN CALIFORNIA · PI ROB S MCCONNELL · 1996 to 2026
$46.4M
Statistical Methods for Integrative Genomics in CancerP01CA196569 · NCI · UNIVERSITY OF SOUTHERN CALIFORNIA · PI William JAMES GAUDERMAN · 2016 to 2026
$25.5M
Effects of DDE exposure on adipose tissue function, weight loss and metabolic improvement after bariatric surgery: A new paradigm for study of lipophilic chemicalsR01ES030364 · NIEHS · UNIVERSITY OF SOUTHERN CALIFORNIA · PI CHATZI, VAIA LIDA · 2020 to 2024
$3.2M
Environmental Chemical Exposures and Longitudinal Changes of Glucose Metabolism, Insulin Sensitivity and B Cell Function in YouthR01ES029944 · NIEHS · UNIVERSITY OF SOUTHERN CALIFORNIA · PI CHATZI, VAIA LIDA · 2019 to 2023
$3.1M
Incorporating intermediate biomarkers of folate with colorectal cancerR01CA140561 · NCI · UNIVERSITY OF SOUTHERN CALIFORNIA · PI CONTI, DAVID V, SCHUMACHER, FREDRICK RAY · 2011 to 2015
$1.9M
Hepatotoxic effects of perfluoroalkyl substances: a new epidemiological approach for studying environmental fatty liver diseaseR01ES030691 · NIEHS · UNIVERSITY OF SOUTHERN CALIFORNIA · PI CHATZI, VAIA LIDA · 2020 to 2022
$1.9M
HIERARCHICAL MODELING OF INTERACTIONS IN GENOME-WIDE AND PATHWAY-BASED STUDIESR01ES016813 · NIEHS · UNIVERSITY OF SOUTHERN CALIFORNIA · PI CONTI, DAVID V · 2009 to 2010
$1.1M
Preclinical Indicators & Biomarkers of Cardiovascular Effects of Arsenic ExposureR00ES024144 · NIEHS · UNIVERSITY OF SOUTHERN CALIFORNIA · PI FARZAN, SHOHREH F · 2016 to 2018
$746k
Prenatal Metal Mixtures, Fetal Growth, and the Role of MicroRNAsR00ES030400 · NIEHS · DARTMOUTH COLLEGE · PI HOWE, CAITLIN GRACE · 2020 to 2022
$726k
The adipose exposome effects on the plasma metabolome, body composition and metabolic outcomes after bariatric surgeryR21ES028903 · NIEHS · EMORY UNIVERSITY · PI CHATZI, VAIA LIDA, ZIEGLER, THOMAS R · 2018 to 2019
$455k
Developmental origins of child liver injury: Effects of prenatal environmental exposuresR21ES029681 · NIEHS · UNIVERSITY OF SOUTHERN CALIFORNIA · PI CHATZI, VAIA LIDA · 2019 to 2020
$453k
Prenatal Metal Mixtures, Fetal Growth, and the Role of MicroRNAsK99ES030400 · NIEHS · UNIVERSITY OF SOUTHERN CALIFORNIA · PI HOWE, CAITLIN GRACE · 2019 to 2020
$202k
NCI NIH HHS P01 CA196569NCI NIH HHS R01 CA140561NIEHS NIH HHS K99 ES030400NIEHS NIH HHS P30 ES007048NIEHS NIH HHS R00 ES024144NIEHS NIH HHS R00 ES030400NIEHS NIH HHS R01 ES016813NIEHS NIH HHS R01 ES029944NIEHS NIH HHS R01ES029944NIEHS NIH HHS R01 ES030364NIEHS NIH HHS R01 ES030691NIEHS NIH HHS R21 ES028903NIEHS NIH HHS R21 ES029681
6 · The paper itself

Abstract

backgroundChild blood pressure (BP) is predictive of future cardiovascular risk. Prenatal exposure to metals has been associated with higher BP in childhood, but most studies have evaluated elements individually and measured BP at a single time point. We investigated impacts of prenatal metal mixture exposures on longitudinal changes in BP during childhood and elevated BP at 11 years of age.

methodsThe current study included 176 mother-child pairs from the Rhea Study in Heraklion, Greece and focused on eight elements (antimony, arsenic, cadmium, cobalt, lead, magnesium, molybdenum, selenium) measured in maternal urine samples collected during pregnancy (median gestational age at collection: 12 weeks). BP was measured at approximately 4, 6, and 11 years of age. Covariate-adjusted Bayesian Varying Coefficient Kernel Machine Regression and Bayesian Kernel Machine Regression (BKMR) were used to evaluate metal mixture impacts on baseline and longitudinal changes in BP (from ages 4 to 11) and the development of elevated BP at age 11, respectively. BKMR results were compared using static versus percentile-based cutoffs to define elevated BP.

resultsMolybdenum and lead were the mixture components most consistently associated with BP. J-shaped relationships were observed between molybdenum and both systolic and diastolic BP at age 4. Similar associations were identified for both molybdenum and lead in relation to elevated BP at age 11. For molybdenum concentrations above the inflection points (~ 40-80 μg/L), positive associations with BP at age 4 were stronger at high levels of lead. Lead was positively associated with BP measures at age 4, but only at high levels of molybdenum. Potential interactions between molybdenum and lead were also identified for BP at age 11, but were sensitive to the cutoffs used to define elevated BP.

conclusionsPrenatal exposure to high levels of molybdenum and lead, particularly in combination, may contribute to higher BP at age 4. These early effects appear to persist throughout childhood, contributing to elevated BP in adolescence. Future studies are needed to identify the major sources of molybdenum and lead in this population.

Indexed as

Prenatal Exposure Delayed EffectsAdultArsenicBlood PressureChildChild, PreschoolCohort StudiesDrug InteractionsEnvironmental PollutantsFemaleGreeceHumansMaleMaternal ExposureMaternal-Fetal ExchangeMetals, HeavyArsenicEnvironmental PollutantsMetals, HeavySeleniumBlood pressureChildhoodMetalsMixturesPrenatal

Identifiers

PMID33407552
PMCPMC7789252
OpenAlexW3118708035

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.