ReviewAnnual review of public health2017
Toward Greater Implementation of the Exposome Research Paradigm within Environmental Epidemiology.
Review in Annual review of public health, 2017. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 53 papers.
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.
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.
Who cites it
53 citing papers in PubMed.
- Environmental Mixture-Health Associations: Current Analytical Practice and Reporting Recommendations.China CDC weekly · 2026Article
- Article
- Ancestral diversity in complex disease genetics: from discovery to translation.Nature reviews. Genetics · 2026Review
- Review
- Sharing common measures of the environment across continents: challenges and opportunities for global studies of aging.The journals of gerontology. Series B, Psychological sciences and social sciences · 2026Article
- The development of the Human Health Exposure Analysis Resource (HHEAR) Data Repository for environmental epidemiology research.Environment international · 2026Article
- Harnessing Geospatial Artificial Intelligence (GeoAI) for Environmental Epidemiology: A Narrative Review.Current environmental health reports · 2025Review
- Article
- A protocol for estimating health burden posed by early life exposure to ambient fine particulate matter and its heavy metal composition: a mother-child birth (ELitE) cohort from Central India.Frontiers in public health · 2025Article
- Geospatial Science for the Environmental Epidemiology of Cancer in the Exposome Era.Cancer epidemiology, biomarkers & prevention : a publication of the American Association for Cancer Research, cosponsored by the American Society of Preventive Oncology · 2024Article
- Article
- Linked Exposures Across Databases: an exposure common data elements aggregation framework to facilitate clinical exposure review.Frontiers in public health · 2024Article
- Seminar: Scalable Preprocessing Tools for Exposomic Data Analysis.Environmental health perspectives · 2023Article
- Oral and craniofacial research in the Generation R study: an executive summary.Clinical oral investigations · 2023Article
- Reducing the complexity of high-dimensional environmental data: An analytical framework using LASSO with considerations of confounding for statistical inference.International journal of hygiene and environmental health · 2023Article
- Impact of occupational pesticide exposure on the human gut microbiome.Frontiers in microbiology · 2023Article
- Community-level exposomics: a population-centered approach to address public health concerns.Exposome · 2023Article
- A roadmap to advance exposomics through federation of data.Exposome · 2023Article
- Silicone wristbands as personal passive sampling devices: Current knowledge, recommendations for use, and future directions.Environment international · 2022Review
- Next-generation biomonitoring of the early-life chemical exposome in neonatal and infant development.Nature communications · 2022Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
8 authors.
Funding
Abstract
Investigating a single environmental exposure in isolation does not reflect the actual human exposure circumstance nor does it capture the multifactorial etiology of health and disease. The exposome, defined as the totality of environmental exposures from conception onward, may advance our understanding of environmental contributors to disease by more fully assessing the multitude of human exposures across the life course. Implementation into studies of human health has been limited, in part owing to theoretical and practical challenges including a lack of infrastructure to support comprehensive exposure assessment, difficulty in differentiating physiologic variation from environmentally induced changes, and the need for study designs and analytic methods that accommodate specific aspects of the exposome, such as high-dimensional exposure data and multiple windows of susceptibility. Recommendations for greater data sharing and coordination, methods development, and acknowledgment and minimization of multiple types of measurement error are offered to encourage researchers to embark on exposome research to promote the environmental health and well-being of all populations.
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What OpenQuestion holds
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.