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Of Screening, Stratification, and Scores

Technological innovations including risk-stratification algorithms and large databases of longitudinal population health data and genetic data are allowing us to develop a deeper understanding how individual behaviors, characteristics, and genetics are related to health risk. The clinical implementa...

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Detalles Bibliográficos
Autores principales: Knoppers, Bartha M., Bernier, Alexander, Granados Moreno, Palmira, Pashayan, Nora
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8398020/
https://www.ncbi.nlm.nih.gov/pubmed/34442379
http://dx.doi.org/10.3390/jpm11080736
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author Knoppers, Bartha M.
Bernier, Alexander
Granados Moreno, Palmira
Pashayan, Nora
author_facet Knoppers, Bartha M.
Bernier, Alexander
Granados Moreno, Palmira
Pashayan, Nora
author_sort Knoppers, Bartha M.
collection PubMed
description Technological innovations including risk-stratification algorithms and large databases of longitudinal population health data and genetic data are allowing us to develop a deeper understanding how individual behaviors, characteristics, and genetics are related to health risk. The clinical implementation of risk-stratified screening programmes that utilise risk scores to allocate patients into tiers of health risk is foreseeable in the future. Legal and ethical challenges associated with risk-stratified cancer care must, however, be addressed. Obtaining access to the rich health data that are required to perform risk-stratification, ensuring equitable access to risk-stratified care, ensuring that algorithms that perform risk-scoring are representative of human genetic diversity, and determining the appropriate follow-up to be provided to stratification participants to alert them to changes in their risk score are among the principal ethical and legal challenges. Accounting for the great burden that regulatory requirements could impose on access to risk-scoring technologies is another critical consideration.
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spelling pubmed-83980202021-08-29 Of Screening, Stratification, and Scores Knoppers, Bartha M. Bernier, Alexander Granados Moreno, Palmira Pashayan, Nora J Pers Med Review Technological innovations including risk-stratification algorithms and large databases of longitudinal population health data and genetic data are allowing us to develop a deeper understanding how individual behaviors, characteristics, and genetics are related to health risk. The clinical implementation of risk-stratified screening programmes that utilise risk scores to allocate patients into tiers of health risk is foreseeable in the future. Legal and ethical challenges associated with risk-stratified cancer care must, however, be addressed. Obtaining access to the rich health data that are required to perform risk-stratification, ensuring equitable access to risk-stratified care, ensuring that algorithms that perform risk-scoring are representative of human genetic diversity, and determining the appropriate follow-up to be provided to stratification participants to alert them to changes in their risk score are among the principal ethical and legal challenges. Accounting for the great burden that regulatory requirements could impose on access to risk-scoring technologies is another critical consideration. MDPI 2021-07-28 /pmc/articles/PMC8398020/ /pubmed/34442379 http://dx.doi.org/10.3390/jpm11080736 Text en © 2021 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Review
Knoppers, Bartha M.
Bernier, Alexander
Granados Moreno, Palmira
Pashayan, Nora
Of Screening, Stratification, and Scores
title Of Screening, Stratification, and Scores
title_full Of Screening, Stratification, and Scores
title_fullStr Of Screening, Stratification, and Scores
title_full_unstemmed Of Screening, Stratification, and Scores
title_short Of Screening, Stratification, and Scores
title_sort of screening, stratification, and scores
topic Review
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8398020/
https://www.ncbi.nlm.nih.gov/pubmed/34442379
http://dx.doi.org/10.3390/jpm11080736
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