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Translating Genetic Research into Preventive Intervention: The Baseline Target Moderated Mediator Design
In this paper we present and discuss a novel research approach, the baseline target moderated mediation (BTMM) design, that holds substantial promise for advancing our understanding of how genetic research can inform prevention research. We first discuss how genetically informed research on developm...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2016
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4703788/ https://www.ncbi.nlm.nih.gov/pubmed/26779062 http://dx.doi.org/10.3389/fpsyg.2015.01911 |
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author | Howe, George W. Beach, Steven R. H. Brody, Gene H. Wyman, Peter A. |
author_facet | Howe, George W. Beach, Steven R. H. Brody, Gene H. Wyman, Peter A. |
author_sort | Howe, George W. |
collection | PubMed |
description | In this paper we present and discuss a novel research approach, the baseline target moderated mediation (BTMM) design, that holds substantial promise for advancing our understanding of how genetic research can inform prevention research. We first discuss how genetically informed research on developmental psychopathology can be used to identify potential intervention targets. We then describe the BTMM design, which employs moderated mediation within a longitudinal study to test whether baseline levels of intervention targets moderate the impact of the intervention on change in that target, and whether change in those targets mediates causal impact of preventive or treatment interventions on distal health outcomes. We next discuss how genetically informed BTMM designs can be applied to both microtrials and full-scale prevention trials. We use simulated data to illustrate a BTMM, and end with a discussion of some of the advantages and limitations of this approach. |
format | Online Article Text |
id | pubmed-4703788 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2016 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-47037882016-01-15 Translating Genetic Research into Preventive Intervention: The Baseline Target Moderated Mediator Design Howe, George W. Beach, Steven R. H. Brody, Gene H. Wyman, Peter A. Front Psychol Psychology In this paper we present and discuss a novel research approach, the baseline target moderated mediation (BTMM) design, that holds substantial promise for advancing our understanding of how genetic research can inform prevention research. We first discuss how genetically informed research on developmental psychopathology can be used to identify potential intervention targets. We then describe the BTMM design, which employs moderated mediation within a longitudinal study to test whether baseline levels of intervention targets moderate the impact of the intervention on change in that target, and whether change in those targets mediates causal impact of preventive or treatment interventions on distal health outcomes. We next discuss how genetically informed BTMM designs can be applied to both microtrials and full-scale prevention trials. We use simulated data to illustrate a BTMM, and end with a discussion of some of the advantages and limitations of this approach. Frontiers Media S.A. 2016-01-07 /pmc/articles/PMC4703788/ /pubmed/26779062 http://dx.doi.org/10.3389/fpsyg.2015.01911 Text en Copyright © 2016 Howe, Beach, Brody and Wyman. http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) or licensor are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Psychology Howe, George W. Beach, Steven R. H. Brody, Gene H. Wyman, Peter A. Translating Genetic Research into Preventive Intervention: The Baseline Target Moderated Mediator Design |
title | Translating Genetic Research into Preventive Intervention: The Baseline Target Moderated Mediator Design |
title_full | Translating Genetic Research into Preventive Intervention: The Baseline Target Moderated Mediator Design |
title_fullStr | Translating Genetic Research into Preventive Intervention: The Baseline Target Moderated Mediator Design |
title_full_unstemmed | Translating Genetic Research into Preventive Intervention: The Baseline Target Moderated Mediator Design |
title_short | Translating Genetic Research into Preventive Intervention: The Baseline Target Moderated Mediator Design |
title_sort | translating genetic research into preventive intervention: the baseline target moderated mediator design |
topic | Psychology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4703788/ https://www.ncbi.nlm.nih.gov/pubmed/26779062 http://dx.doi.org/10.3389/fpsyg.2015.01911 |
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