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Biomarkers for combat-related PTSD: focus on molecular networks from high-dimensional data

Posttraumatic stress disorder (PTSD) and other deployment-related outcomes originate from a complex interplay between constellations of changes in DNA, environmental traumatic exposures, and other biological risk factors. These factors affect not only individual genes or bio-molecules but also the e...

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Autores principales: Neylan, Thomas C., Schadt, Eric E., Yehuda, Rachel
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Co-Action Publishing 2014
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4138711/
https://www.ncbi.nlm.nih.gov/pubmed/25206954
http://dx.doi.org/10.3402/ejpt.v5.23938
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author Neylan, Thomas C.
Schadt, Eric E.
Yehuda, Rachel
author_facet Neylan, Thomas C.
Schadt, Eric E.
Yehuda, Rachel
author_sort Neylan, Thomas C.
collection PubMed
description Posttraumatic stress disorder (PTSD) and other deployment-related outcomes originate from a complex interplay between constellations of changes in DNA, environmental traumatic exposures, and other biological risk factors. These factors affect not only individual genes or bio-molecules but also the entire biological networks that in turn increase or decrease the risk of illness or affect illness severity. This review focuses on recent developments in the field of systems biology which use multidimensional data to discover biological networks affected by combat exposure and post-deployment disease states. By integrating large-scale, high-dimensional molecular, physiological, clinical, and behavioral data, the molecular networks that directly respond to perturbations that can lead to PTSD can be identified and causally associated with PTSD, providing a path to identify key drivers. Reprogrammed neural progenitor cells from fibroblasts from PTSD patients could be established as an in vitro assay for high throughput screening of approved drugs to determine which drugs reverse the abnormal expression of the pathogenic biomarkers or neuronal properties.
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spelling pubmed-41387112014-09-09 Biomarkers for combat-related PTSD: focus on molecular networks from high-dimensional data Neylan, Thomas C. Schadt, Eric E. Yehuda, Rachel Eur J Psychotraumatol PTSD in the Military: Prevalence, Pathophysiology, Treatment Posttraumatic stress disorder (PTSD) and other deployment-related outcomes originate from a complex interplay between constellations of changes in DNA, environmental traumatic exposures, and other biological risk factors. These factors affect not only individual genes or bio-molecules but also the entire biological networks that in turn increase or decrease the risk of illness or affect illness severity. This review focuses on recent developments in the field of systems biology which use multidimensional data to discover biological networks affected by combat exposure and post-deployment disease states. By integrating large-scale, high-dimensional molecular, physiological, clinical, and behavioral data, the molecular networks that directly respond to perturbations that can lead to PTSD can be identified and causally associated with PTSD, providing a path to identify key drivers. Reprogrammed neural progenitor cells from fibroblasts from PTSD patients could be established as an in vitro assay for high throughput screening of approved drugs to determine which drugs reverse the abnormal expression of the pathogenic biomarkers or neuronal properties. Co-Action Publishing 2014-08-14 /pmc/articles/PMC4138711/ /pubmed/25206954 http://dx.doi.org/10.3402/ejpt.v5.23938 Text en © 2014 Thomas C. Neylan et al. http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle PTSD in the Military: Prevalence, Pathophysiology, Treatment
Neylan, Thomas C.
Schadt, Eric E.
Yehuda, Rachel
Biomarkers for combat-related PTSD: focus on molecular networks from high-dimensional data
title Biomarkers for combat-related PTSD: focus on molecular networks from high-dimensional data
title_full Biomarkers for combat-related PTSD: focus on molecular networks from high-dimensional data
title_fullStr Biomarkers for combat-related PTSD: focus on molecular networks from high-dimensional data
title_full_unstemmed Biomarkers for combat-related PTSD: focus on molecular networks from high-dimensional data
title_short Biomarkers for combat-related PTSD: focus on molecular networks from high-dimensional data
title_sort biomarkers for combat-related ptsd: focus on molecular networks from high-dimensional data
topic PTSD in the Military: Prevalence, Pathophysiology, Treatment
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4138711/
https://www.ncbi.nlm.nih.gov/pubmed/25206954
http://dx.doi.org/10.3402/ejpt.v5.23938
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