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62859 Bringing Exposures into Mainstream Translational Research: Informatics Opportunities and Methods

ABSTRACT IMPACT: This work will discuss informatics methods enabling the use of exposure health data in translational research. OBJECTIVES/GOALS: 1. Characterize gaps and formal informatics methods and approaches for enabling use of exposure health in translational research. 2. Education of informat...

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Autores principales: Gouripeddi, Ram, Riches, Naomi, Cummins, Mollie, Sward, Katherine, Facelli, Julio
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Cambridge University Press 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8827750/
http://dx.doi.org/10.1017/cts.2021.520
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author Gouripeddi, Ram
Riches, Naomi
Cummins, Mollie
Sward, Katherine
Facelli, Julio
author_facet Gouripeddi, Ram
Riches, Naomi
Cummins, Mollie
Sward, Katherine
Facelli, Julio
author_sort Gouripeddi, Ram
collection PubMed
description ABSTRACT IMPACT: This work will discuss informatics methods enabling the use of exposure health data in translational research. OBJECTIVES/GOALS: 1. Characterize gaps and formal informatics methods and approaches for enabling use of exposure health in translational research. 2. Education of informatics methods enabling use of exposure health data in translational research. METHODS/STUDY POPULATION: We performed a scoping review of selected literature from PubMed and Scopus. In addition we reviewed literature and documentation of projects using exposure health data in translation research. RESULTS/ANTICIPATED RESULTS: Primary challenges to use of exposure health data in translational research include: (1) Generation of comprehensive spatio-temporal records of exposures, (2) Integration of exposure data with other types of biomedical data, and (3) Uncertainties associated with using data as exact quantifications of exposure which are dependent on both - the proximity of measurement to subject under consideration and the capabilities of measuring devices. We identified 9 major informatics methods that enable incorporation and use of exposure health data in translational research. While there are existing and ongoing efforts in developing informatics methods for ease of incorporating exposure health in translational research, there is a need to further develop formal informatics methods and approaches. DISCUSSION/SIGNIFICANCE OF FINDINGS: Depending on the source about 50 - 75% of our health can be quantified to be a contribution of our environment and lifestyles. In this presentation, we summarize the studies and literature we identified and discuss our key findings and gaps in informatics methods and conclude by discussing how we are covering these topics in an informatics courses.
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spelling pubmed-88277502022-02-28 62859 Bringing Exposures into Mainstream Translational Research: Informatics Opportunities and Methods Gouripeddi, Ram Riches, Naomi Cummins, Mollie Sward, Katherine Facelli, Julio J Clin Transl Sci Data Science/Biostatistics/Informatics ABSTRACT IMPACT: This work will discuss informatics methods enabling the use of exposure health data in translational research. OBJECTIVES/GOALS: 1. Characterize gaps and formal informatics methods and approaches for enabling use of exposure health in translational research. 2. Education of informatics methods enabling use of exposure health data in translational research. METHODS/STUDY POPULATION: We performed a scoping review of selected literature from PubMed and Scopus. In addition we reviewed literature and documentation of projects using exposure health data in translation research. RESULTS/ANTICIPATED RESULTS: Primary challenges to use of exposure health data in translational research include: (1) Generation of comprehensive spatio-temporal records of exposures, (2) Integration of exposure data with other types of biomedical data, and (3) Uncertainties associated with using data as exact quantifications of exposure which are dependent on both - the proximity of measurement to subject under consideration and the capabilities of measuring devices. We identified 9 major informatics methods that enable incorporation and use of exposure health data in translational research. While there are existing and ongoing efforts in developing informatics methods for ease of incorporating exposure health in translational research, there is a need to further develop formal informatics methods and approaches. DISCUSSION/SIGNIFICANCE OF FINDINGS: Depending on the source about 50 - 75% of our health can be quantified to be a contribution of our environment and lifestyles. In this presentation, we summarize the studies and literature we identified and discuss our key findings and gaps in informatics methods and conclude by discussing how we are covering these topics in an informatics courses. Cambridge University Press 2021-03-30 /pmc/articles/PMC8827750/ http://dx.doi.org/10.1017/cts.2021.520 Text en © The Association for Clinical and Translational Science 2021 https://creativecommons.org/licenses/by/4.0/This is an Open Access article, distributed under the terms of the Creative Commons Attribution licence (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted re-use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Data Science/Biostatistics/Informatics
Gouripeddi, Ram
Riches, Naomi
Cummins, Mollie
Sward, Katherine
Facelli, Julio
62859 Bringing Exposures into Mainstream Translational Research: Informatics Opportunities and Methods
title 62859 Bringing Exposures into Mainstream Translational Research: Informatics Opportunities and Methods
title_full 62859 Bringing Exposures into Mainstream Translational Research: Informatics Opportunities and Methods
title_fullStr 62859 Bringing Exposures into Mainstream Translational Research: Informatics Opportunities and Methods
title_full_unstemmed 62859 Bringing Exposures into Mainstream Translational Research: Informatics Opportunities and Methods
title_short 62859 Bringing Exposures into Mainstream Translational Research: Informatics Opportunities and Methods
title_sort 62859 bringing exposures into mainstream translational research: informatics opportunities and methods
topic Data Science/Biostatistics/Informatics
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8827750/
http://dx.doi.org/10.1017/cts.2021.520
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