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Published in: Prevention Science 1/2018

01-01-2018

Informing Prevention and Intervention Policy Using Genetic Studies of Resistance

Authors: Brion S. Maher, Shawn Latendresse, Michael M. Vanyukov

Published in: Prevention Science | Issue 1/2018

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Abstract

The common paradigm for conceptualizing the influence of genetic and environmental factors on a particular disease relies on the concept of risk. Consequently, the bulk of etiologic, including genetic, work focuses on “risk” factors. These factors are aggregated at the high end of the distribution of liability to disease, the latent variable underlying the distribution of probability and severity of a disorder. However, liability has a symmetric but distinct aspect to risk, resistance to disorder. Resistance factors, aggregated at the low end of the liability distribution and supporting health and recovery, appear to be more promising for effective prevention and intervention. Herein, we discuss existing work on resistance factors, highlighting those with known genetic influences. We examine the utility of incorporating resistance genetics in prevention and intervention trials and compare the statistical power of a series of ascertainment schemes to develop a general framework for examining resistance outcomes in genetically informative designs. We find that an approach that samples individuals discordant on measured liability, a low-risk design, is the most feasible design and yields power equivalent to or higher than commonly used designs for detecting resistance genetic and environmental effects.
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Metadata
Title
Informing Prevention and Intervention Policy Using Genetic Studies of Resistance
Authors
Brion S. Maher
Shawn Latendresse
Michael M. Vanyukov
Publication date
01-01-2018
Publisher
Springer US
Published in
Prevention Science / Issue 1/2018
Print ISSN: 1389-4986
Electronic ISSN: 1573-6695
DOI
https://doi.org/10.1007/s11121-016-0730-8

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