Evidence map›Paper›PMID 27765541›Full record

ArticleThe lancet. Diabetes & endocrinology2016

Exposure to endocrine-disrupting chemicals in the USA: a population-based disease burden and cost analysis.

Teresa M Attina, Russ Hauser, Sheela Sathyanarayana, Patricia A Hunt, Jean-Pierre Bourguignon, John Peterson Myers, Joseph DiGangi, R Thomas Zoeller, Leonardo Trasande

4 registry-linked trialsOpen access · greenAbstract read
PubMed Publisher
In one paragraph

Article in The lancet. Diabetes & endocrinology, 2016. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to 4 registered trials, which are not on this map. Cited by 96 papers, 2 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
96citing papers in PubMed, 2 pooled it
17.4field-weighted citation impact, top 1% 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.

NCT05780047 nacompletednot on this mapstarted 2022, after this paper: background citation

Personalized Mobile Intervention to Reduce Exposure to Endocrine Disrupting Chemicals (EDCs) in Women of Child-Bearing Age and Their Partners

TypeinterventionalSponsorMillion Marker Wellness, Inc.Ran2022 to 2022Enrolled434ConditionsEndocrine Disrupting Chemicals, Environmental Exposure, Health Literacy, Bisphenol AArmsMail-in Urine Test for EDCs
NCT06450951 nacompletednot on this mapstarted 2024, after this paper: background citation

A Personalized Digital Intervention Program to Reduce Exposure to Endocrine Disrupting Chemicals Among a Child-Bearing Age Cohort

TypeinterventionalSponsorMillion Marker Wellness, Inc.Ran2024 to 2026Enrolled1,074ConditionsEnvironmental ExposureArmsUrinary EDC metabolite testing, Educational curriculum
NCT07461857 nacompletednot on this mapstarted 2025, after this paper: background citation

Minority-focused Environmental Health Education and Tracking (MEET) Pilot Study

TypeinterventionalSponsorMillion Marker Wellness, Inc.Ran2025 to 2026Enrolled151ConditionsEnvironmental ExposureArmsEducation curriculum
NCT07703046 nanot yet recruitingnot on this mapstarted 2026, after this paper: background citation

Endocrine Disruptors and Men's Reproductive Health: A Randomized Behavioral Intervention to Increase Environmental Health Literacy and Reduce Exposures Among Men With Low Semen Quality

TypeinterventionalSponsorMillion Marker Wellness, Inc.Ran2026 to 2027Enrolled100ConditionsFertility, Male Fertility, Sperm Count, Low, Sperm QualityArmsEDC Education Intervention
3 · Its place in the literature

Who cites it

96 citing papers in PubMed, 2 syntheses or guidelines pooled it, 288 citations in OpenAlex.

  1. A Review of Biomonitoring for Atrazine and Atrazine Metabolites Using Blood, Urine, and Sweat-Based Assays.International journal of environmental research and public health · 2026
    Pooled it
  2. Association between Exposure toEnvironmental health perspectives · 2017
    Pooled it
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  12. Global Burden of Disease from Environmental Factors.Annual review of public health · 2025
    Review
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  15. The benefits of removing toxic chemicals from plastics.Proceedings of the National Academy of Sciences of the United States of America · 2024
    Article
  16. Public Health Risks of PFAS-Related Immunotoxicity Are Real.Current environmental health reports · 2024
    Review
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  18. Article
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36 more citing papers are in PubMed but not listed here.

4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

9 authors at 5 institutions in 2 countries.

Teresa M AttinaDepartment of Pediatrics, New York University School of Medicine, New York, NY, USA.
Russ HauserDepartment of Environmental Health, Harvard School of Public Health, Boston, MA, USA.
Sheela SathyanarayanaSeattle Children's Research Institute, Seattle, WA, USA.
Patricia A HuntSchool of Molecular Biosciences, Washington State University, Pullman, WA, USA.
Jean-Pierre BourguignonPaediatric Endocrinology, CHU Liège and Neuroendocrinology Unit, GIGA Neurosciences, Université de Liège, Liège, Belgium.
John Peterson MyersEnvironmental Health Sciences, Charlottesville, VA, USA.
Joseph DiGangiInternational Persistent Organic Pollutant Elimination Network, Gothenburg, Sweden.
R Thomas ZoellerDepartment of Biology, University of Massachusetts, Amherst, MA, USA.
Leonardo TrasandeDepartment of Pediatrics, New York University School of Medicine, New York, NY, USA; Department of Environmental Medicine, New York University School of Medicine, New York, NY, USA; Department of Population Health, New York University School of Medicine, New York, NY, USA; New York University Wagner School of Public Service, New York, NY, USA; NYU Steinhardt School of Culture, Education and Human Development, Department of Nutrition, Food and Public Health, New York, NY, USA; NYU College of Global Public Health, New York, NY, USA. Electronic address: leonardo.trasande@nyumc.org.
New York University · USUniversity of Liège · BEUniversity of Massachusetts Amherst · USWagner College · USWashington State University · US

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundEndocrine-disrupting chemicals (EDCs) contribute to disease and dysfunction and incur high associated costs (>1% of the gross domestic product [GDP] in the European Union). Exposure to EDCs varies widely between the USA and Europe because of differences in regulations and, therefore, we aimed to quantify disease burdens and related economic costs to allow comparison.

methodsWe used existing models for assessing epidemiological and toxicological studies to reach consensus on probabilities of causation for 15 exposure-response relations between substances and disorders. We used Monte Carlo methods to produce realistic probability ranges for costs across the exposure-response relation, taking into account uncertainties. Estimates were made based on population and costs in the USA in 2010. Costs for the European Union were converted to US$ (€1=$1·33).

findingsThe disease costs of EDCs were much higher in the USA than in Europe ($340 billion [2·33% of GDP] vs $217 billion [1·28%]). The difference was driven mainly by intelligence quotient (IQ) points loss and intellectual disability due to polybrominated diphenyl ethers (11 million IQ points lost and 43 000 cases costing $266 billion in the USA vs 873 000 IQ points lost and 3290 cases costing $12·6 billion in the European Union). Accounting for probability of causation, in the European Union, organophosphate pesticides were the largest contributor to costs associated with EDC exposure ($121 billion), whereas in the USA costs due to pesticides were much lower ($42 billion).

interpretationEDC exposure in the USA contributes to disease and dysfunction, with annual costs taking up more than 2% of the GDP. Differences from the European Union suggest the need for improved screening for chemical disruption to endocrine systems and proactive prevention.

fundingEndocrine Society, Ralph S French Charitable Foundation, and Broad Reach Foundation.

Indexed as

AnimalsCost of IllnessCosts and Cost AnalysisEndocrine DisruptorsEnvironmental ExposureHumansUnited StatesEndocrine Disruptors

Identifiers

PMID27765541
OpenAlexW2532454894

What OpenQuestion holds

Textmetadata
Read underepoch 390

Registered trials

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.