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      Personalized Exposure Assessment: Promising Approaches for Human Environmental Health Research

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          Abstract

          New technologies and methods for assessing human exposure to chemicals, dietary and lifestyle factors, infectious agents, and other stressors provide an opportunity to extend the range of human health investigations and advance our understanding of the relationship between environmental exposure and disease. An ad hoc Committee on Environmental Exposure Technology Development was convened to identify new technologies and methods for deriving personalized exposure measurements for application to environmental health studies. The committee identified a “toolbox” of methods for measuring external (environmental) and internal (biologic) exposure and assessing human behaviors that influence the likelihood of exposure to environmental agents. The methods use environmental sensors, geographic information systems, biologic sensors, toxicogenomics, and body burden (biologic) measurements. We discuss each of the methods in relation to current use in human health research; specific gaps in the development, validation, and application of the methods are highlighted. We also present a conceptual framework for moving these technologies into use and acceptance by the scientific community. The framework focuses on understanding complex human diseases using an integrated approach to exposure assessment to define particular exposure–disease relationships and the interaction of genetic and environmental factors in disease occurrence. Improved methods for exposure assessment will result in better means of monitoring and targeting intervention and prevention programs.

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          Most cited references110

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          Multiplexed detection of oligonucleotide targets has been performed with gold nanoparticle probes labeled with oligonucleotides and Raman-active dyes. The gold nanoparticles facilitate the formation of a silver coating that acts as a surface-enhanced Raman scattering promoter for the dye-labeled particles that have been captured by target molecules and an underlying chip in microarray format. The strategy provides the high-sensitivity and high-selectivity attributes of gray-scale scanometric detection but adds multiplexing and ratioing capabilities because a very large number of probes can be designed based on the concept of using a Raman tag as a narrow-band spectroscopic fingerprint. Six dissimilar DNA targets with six Raman-labeled nanoparticle probes were distinguished, as well as two RNA targets with single nucleotide polymorphisms. The current unoptimized detection limit of this method is 20 femtomolar.
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            Ambient Air Pollution and Atherosclerosis in Los Angeles

            Associations have been found between long-term exposure to ambient air pollution and cardiovascular morbidity and mortality. The contribution of air pollution to atherosclerosis that underlies many cardiovascular diseases has not been investigated. Animal data suggest that ambient particulate matter (PM) may contribute to atherogenesis. We used data on 798 participants from two clinical trials to investigate the association between atherosclerosis and long-term exposure to ambient PM up to 2.5 μm in aerodynamic diameter (PM2.5). Baseline data included assessment of the carotid intima-media thickness (CIMT), a measure of subclinical atherosclerosis. We geocoded subjects’ residential areas to assign annual mean concentrations of ambient PM2.5. Exposure values were assigned from a PM2.5 surface derived from a geostatistical model. Individually assigned annual mean PM2.5 concentrations ranged from 5.2 to 26.9 μg/m3 (mean, 20.3). For a cross-sectional exposure contrast of 10 μg/m3 PM2.5, CIMT increased by 5.9% (95% confidence interval, 1–11%). Adjustment for age reduced the coefficients, but further adjustment for covariates indicated robust estimates in the range of 3.9–4.3% (p-values, 0.05–0.1). Among older subjects (≥60 years of age), women, never smokers, and those reporting lipid-lowering treatment at baseline, the associations of PM2.5 and CIMT were larger with the strongest associations in women ≥60 years of age (15.7%, 5.7–26.6%). These results represent the first epidemiologic evidence of an association between atherosclerosis and ambient air pollution. Given the leading role of cardiovascular disease as a cause of death and the large populations exposed to ambient PM2.5, these findings may be important and need further confirmation.
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              Stochastic sensors inspired by biology.

              Sensory systems use a variety of membrane-bound receptors, including responsive ion channels, to discriminate between a multitude of stimuli. Here we describe how engineered membrane pores can be used to make rapid and sensitive biosensors with potential applications that range from the detection of biological warfare agents to pharmaceutical screening. Notably, use of the engineered pores in stochastic sensing, a single-molecule detection technology, reveals the identity of an analyte as well as its concentration.
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                Author and article information

                Journal
                Environ Health Perspect
                Environmental Health Perspectives
                National Institue of Environmental Health Sciences
                0091-6765
                July 2005
                3 March 2005
                : 113
                : 7
                : 840-848
                Affiliations
                1Division of Extramural Research and Training, National Institute of Environmental Health Sciences, National Institutes of Health, Department of Health and Human Services, Research Triangle Park, North Carolina, USA
                2Centers for Disease Control and Prevention, Atlanta, Georgia, USA
                3Office of the Director, National Institute of Environmental Health Sciences, National Institutes of Health, Department of Health and Human Services, Research Triangle Park, North Carolina, USA
                4Department of Neuroscience, University of California at San Diego, La Jolla, California, USA
                5Environmental and Occupational Health Sciences Institute, University of Medicine and Dentistry of New Jersey at Rutgers University, Piscataway, New Jersey, USA
                6Schools of Medicine and Public Health, University of Michigan, Ann Arbor, Michigan, USA
                7Fred Hutchinson Cancer Research Center, Seattle, Washington, USA
                8School of Public Health and
                9Department of Mechanical Engineering, University of California at Berkeley, Berkeley, California, USA
                10Research Triangle Institute, Research Triangle Park, North Carolina, USA
                11Department of Environmental Science and Engineering, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA
                12Department of Chemistry, Tufts University, Medford, Massachusetts, USA
                13 Department of Cell Biology and Physiology, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
                Author notes
                Address correspondence to B.K. Weis, NIEHS/DERT, P.O. Box 12233, MD EC-27, 111 TW Alexander Dr., Research Triangle Park, NC 27709 USA Telephone: (919) 541-4964. Fax: (919) 541-4937. E-mail: weis@niehs.nih.gov

                We thank A.P. Sassaman for her careful review of the manuscript.

                The authors declare they have no competing financial interests.

                Article
                ehp0113-000840
                10.1289/ehp.7651
                1257643
                16002370
                6873b6ca-b97b-422a-8354-887e12899ed3
                This is an Open Access article: verbatim copying and redistribution of this article are permitted in all media for any purpose, provided this notice is preserved along with the article's original DOI.
                History
                : 9 October 2004
                : 3 March 2005
                Categories
                Reviews

                Public health
                body burden,geographic information systems,gis,exposure assessment,sensors,exposure technology,exposure,epidemiology

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