ReviewFrontiers in public health2020
Use of an Exposome Approach to Understand the Effects of Exposures From the Natural, Built, and Social Environments on Cardio-Vascular Disease Onset, Progression, and Outcomes.
Review in Frontiers in public health, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 45 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
45 citing papers in PubMed, 1 synthesis or guideline pooled it, 81 citations in OpenAlex.
- Impact of neighbourhood and environmental factors on the risk of incident cardiovascular disease: a systematic review and meta-analysis.European journal of preventive cardiology · 2025Pooled it
- Interpretable Machine Learning in Heavy Metal-Associated Cardiovascular and Metabolic Disease: A Review of Current Methodologies, Toxicological Insights, and Clinical Implications.Cardiovascular toxicology · 2026Review
- Ischemic heart disease burden and healthcare system readiness across sub-Saharan Africa.Nature cardiovascular research · 2026Review
- Dysglycemia-Based Chronic Disease and Lifestyle Medicine: Mechanistic Interpretation Using the Allostatic Load Model.American journal of lifestyle medicine · 2026Review
- Air Pollution Within the Public Health Exposome Framework: Impacts on Cardiovascular Health.Current epidemiology reports · 2026Review
- Genomic Perspective on Heterogeneity of Organs and Body Aging.Aging cell · 2026Review
- Anthroposomics: integrating anthropological methods into exposome research.Environmental health : a global access science source · 2025Article
- The impact of the Social Exposome in Cardiovascular Health and Disease.Journal of precision medicine (Amsterdam, Netherlands) · 2025Article
- Network toxicology and molecular docking strategy for Analyzing the toxicity and mechanisms of Bisphenol a in hypertension.Toxicology research · 2025Article
- Multilevel Racism and Discrimination and Cardiovascular Disease and Related Biopsychosocial Mechanisms: An Integrated Scoping and Literature Review and Future Research Agenda.Current cardiology reports · 2025Article
- One Health and the Exposome: providing insights for wildlife health and reproduction.F&S reports · 2025Article
- Exposomic Determinants of Atherosclerosis: Recent Evidence.Current atherosclerosis reports · 2025Review
- Article
- Social and environmental stressors of cardiometabolic health.Scientific reports · 2024Article
- 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
- Integrating the exposome and one health approach to national health surveillance: an opportunity for Latin American countries in health preventive management.Frontiers in public health · 2024Article
- External exposome and all-cause mortality in European cohorts: the EXPANSE project.Frontiers in epidemiology · 2024Article
- Questionnaire-based exposome-wide association studies for common diseases in the Personalized Environment and Genes Study.Exposome · 2024Article
- Saliva as a diagnostic tool to measure polycyclic aromatic hydrocarbon exposure in dental patients exposed to intimate partner violence (IPV).Biomedical journal · 2023Article
- Seminar: Scalable Preprocessing Tools for Exposomic Data Analysis.Environmental health perspectives · 2023Article
Corrections and comments
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Authors and funding
4 authors at 2 institutions in 1 country.
Funding
Abstract
Obesity, diabetes, and hypertension have increased by epidemic proportions in recent years among African Americans in comparison to Whites resulting in significant adverse cardiovascular disease (CVD) disparities. Today, African Americans are 30% more likely to die of heart disease than Whites and twice as likely to have a stroke. The causes of these disparities are not yet well-understood. Improved methods for identifying underlying risk factors is a critical first step toward reducing Black:White CVD disparities. This article will focus on environmental exposures in the external environment and how they can lead to changes at the cellular, molecular, and organ level to increase the personal risk for CVD and lead to population level CVD racial disparities. The external environment is defined in three broad domains: natural (air, water, land), built (places you live, work, and play) and social (social, demographic, economic, and political). We will describe how environmental exposures in the natural, built, and social environments "get under the skin" to affect gene expression though epigenetic, pan-omics, and related mechanisms that lead to increased risk for adverse CVD health outcomes and population level disparities. We also will examine the important role of metabolomics, proteomics, transcriptomics, genomics, and epigenomics in understanding how exposures in the natural, built, and social environments lead to CVD disparities with implications for clinical, public health, and policy interventions. In this review, we apply an exposome approach to Black:White CVD racial disparities. The exposome is a measure of all the exposures of an individual across the life course and the relationship of those exposures to health effects. The exposome represents the totality of exogenous (external) and endogenous (internal) exposures from conception onwards, simultaneously distinguishing, characterizing, and quantifying etiologic, mediating, moderating, and co-occurring risk and protective factors and their relationship to disease. Specifically, it assesses the biological mechanisms and underlying pathways through which chemical and non-chemical environmental exposures are associated with CVD onset, progression and outcomes. The exposome is a promising approach for understanding the complex relationships among environment, behavior, biology, genetics, and disease phenotypes that underlie population level, Black: White CVD disparities.
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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.