ReviewAnnual review of public health2017
Informatics and Data Analytics to Support Exposome-Based Discovery for Public Health.
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 60 papers, 1 of them a synthesis that pooled 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.
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
60 citing papers in PubMed, 1 synthesis or guideline pooled it.
- How to design a national genomic project-a systematic review of active projects.Human genomics · 2021Pooled it
- Practical considerations for characterization of the external exposome in Alzheimer's disease and related dementias cohorts.Alzheimer's & dementia : the journal of the Alzheimer's Association · 2026Article
- Identifying Modifiable Factors and Their Joint Effect on Amyotrophic Lateral Sclerosis: A Prospective Cohort Study in the UK Biobank.Brain and behavior · 2026Article
- Vision for Exposomics-Scale Investigation: A Heuristic for Exposure-Wide Association Studies (ExWAS).Environmental science & technology · 2026Review
- Bridging the life-course exposome approach with a life-cycle perspective in safe and sustainable by design (SSbD) for chemical risk.Human genomics · 2026Article
- An atlas of exposome-phenome associations in health and disease risk.Nature medicine · 2026Article
- Current Advancements in Untargeted Metabolomics Analysis and Testing Driven by Machine Learning: Prospects for Artificial Intelligence in Patient-Centric Healthcare Transformation.Applied biochemistry and biotechnology · 2026Review
- Charting exposomethics: a roadmap for the ethical foundations of the human exposome project.Human genomics · 2026Review
- Modifiable influencing factors and their joint effects on early- and late-onset coronary heart disease.Nature communications · 2025Article
- Advancing translational exposomics: bridging genome, exposome and personalized medicine.Human genomics · 2025Review
- Joint effect of modifiable risk factors on Parkinson's disease: a large-scale longitudinal study.Frontiers in human neuroscience · 2025Article
- Coordination and Collaboration to Support Exposome Research in Autoimmune Diseases.Arthritis care & research · 2025Article
- High-Resolution Mass Spectrometry for Human Exposomics: Expanding Chemical Space Coverage.Environmental science & technology · 2024Review
- Challenges and opportunities for research supporting cumulative impact assessments at the United States environmental protection agency's office of research and development.Lancet regional health. Americas · 2024Review
- Assessing the genetic contribution of cumulative behavioral factors associated with longitudinal type 2 diabetes risk highlights adiposity and the brain-metabolic axis.medRxiv : the preprint server for health sciences · 2024Article
- Immune-mediated disease caused by climate change-associated environmental hazards: mitigation and adaptation.Frontiers in science · 2024Article
- The Chilean exposome-based system for ecosystems (CHiESS): a framework for national data integration and analytics platform.Frontiers in public health · 2024Article
- Questionnaire-based exposome-wide association studies for common diseases in the Personalized Environment and Genes Study.Exposome · 2024Article
- Prediction and stratification of longitudinal risk for chronic obstructive pulmonary disease across smoking behaviors.Nature communications · 2023Article
- Characterizing Families of Spectral Similarity Scores and Their Use Cases for Gas Chromatography-Mass Spectrometry Small Molecule Identification.Metabolites · 2023Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
13 authors.
Funding
Abstract
The complexity of the human exposome-the totality of environmental exposures encountered from birth to death-motivates systematic, high-throughput approaches to discover new environmental determinants of disease. In this review, we describe the state of science in analyzing the human exposome and provide recommendations for the public health community to consider in dealing with analytic challenges of exposome-based biomedical research. We describe extant and novel analytic methods needed to associate the exposome with critical health outcomes and contextualize the data-centered challenges by drawing parallels to other research endeavors such as human genomics research. We discuss efforts for training scientists who can bridge public health, genomics, and biomedicine in informatics and statistics. If an exposome data ecosystem is brought to fruition, it will likely play a role as central as genomic science has had in molding the current and new generations of biomedical researchers, computational scientists, and public health research programs.
Indexed as
Identifiers
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.