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Gene expression associated with PTSD in World Trade Center responders: An RNA sequencing study

The gene expression approach has provided promising insights into the pathophysiology of posttraumatic stress disorder (PTSD). However, few studies used hypothesis-free transcriptome-wide approach to comprehensively understand gene expression underpinning PTSD. A transcriptome-wide expression study...

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Autores principales: Kuan, Pei-Fen, Waszczuk, Monika A., Kotov, Roman, Clouston, Sean, Yang, Xiaohua, Singh, Prashant K., Glenn, Sean T., Cortes Gomez, Eduardo, Wang, Jianmin, Bromet, Evelyn, Luft, Benjamin J.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5802695/
https://www.ncbi.nlm.nih.gov/pubmed/29249826
http://dx.doi.org/10.1038/s41398-017-0050-1
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author Kuan, Pei-Fen
Waszczuk, Monika A.
Kotov, Roman
Clouston, Sean
Yang, Xiaohua
Singh, Prashant K.
Glenn, Sean T.
Cortes Gomez, Eduardo
Wang, Jianmin
Bromet, Evelyn
Luft, Benjamin J.
author_facet Kuan, Pei-Fen
Waszczuk, Monika A.
Kotov, Roman
Clouston, Sean
Yang, Xiaohua
Singh, Prashant K.
Glenn, Sean T.
Cortes Gomez, Eduardo
Wang, Jianmin
Bromet, Evelyn
Luft, Benjamin J.
author_sort Kuan, Pei-Fen
collection PubMed
description The gene expression approach has provided promising insights into the pathophysiology of posttraumatic stress disorder (PTSD). However, few studies used hypothesis-free transcriptome-wide approach to comprehensively understand gene expression underpinning PTSD. A transcriptome-wide expression study using RNA sequencing of whole blood was conducted in 324 World Trade Center responders (201 with never, 81 current, 42 past PTSD). Samples from current and never PTSD reponders were randomly split to form discovery (N = 195) and replication (N = 87) cohorts. Differentially expressed genes were used in pathway analysis and to create a polygenic expression score. There were 448 differentially expressed genes in the discovery cohort, of which 99 remained significant in the replication cohort, including FKBP5, which was found to be up-regulated in current PTSD regardless of the genotypes. Several enriched biological pathways were found, including glucocorticoid receptor signaling and immunity-related pathways, but these pathways did not survive FDR correction. The polygenic expression score computed by aggregating 30 differentially expressed genes using the elastic net algorithm achieved sensitivity/specificity of 0.917/0.508, respectively for identifying current PTSD in the replication cohort. Polygenic scores were similar in current and past PTSD, with both groups scoring higher than trauma-exposed controls without any history of PTSD. Together with the pathway analysis results, these findings point to HPA-axis and immune dysregulation as key biological processes underpinning PTSD. A novel polygenic expression aggregate that differentiates PTSD patients from trauma-exposed controls might be a useful screening tool for research and clinical practice, if replicated in other populations.
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spelling pubmed-58026952018-02-08 Gene expression associated with PTSD in World Trade Center responders: An RNA sequencing study Kuan, Pei-Fen Waszczuk, Monika A. Kotov, Roman Clouston, Sean Yang, Xiaohua Singh, Prashant K. Glenn, Sean T. Cortes Gomez, Eduardo Wang, Jianmin Bromet, Evelyn Luft, Benjamin J. Transl Psychiatry Article The gene expression approach has provided promising insights into the pathophysiology of posttraumatic stress disorder (PTSD). However, few studies used hypothesis-free transcriptome-wide approach to comprehensively understand gene expression underpinning PTSD. A transcriptome-wide expression study using RNA sequencing of whole blood was conducted in 324 World Trade Center responders (201 with never, 81 current, 42 past PTSD). Samples from current and never PTSD reponders were randomly split to form discovery (N = 195) and replication (N = 87) cohorts. Differentially expressed genes were used in pathway analysis and to create a polygenic expression score. There were 448 differentially expressed genes in the discovery cohort, of which 99 remained significant in the replication cohort, including FKBP5, which was found to be up-regulated in current PTSD regardless of the genotypes. Several enriched biological pathways were found, including glucocorticoid receptor signaling and immunity-related pathways, but these pathways did not survive FDR correction. The polygenic expression score computed by aggregating 30 differentially expressed genes using the elastic net algorithm achieved sensitivity/specificity of 0.917/0.508, respectively for identifying current PTSD in the replication cohort. Polygenic scores were similar in current and past PTSD, with both groups scoring higher than trauma-exposed controls without any history of PTSD. Together with the pathway analysis results, these findings point to HPA-axis and immune dysregulation as key biological processes underpinning PTSD. A novel polygenic expression aggregate that differentiates PTSD patients from trauma-exposed controls might be a useful screening tool for research and clinical practice, if replicated in other populations. Nature Publishing Group UK 2017-12-18 /pmc/articles/PMC5802695/ /pubmed/29249826 http://dx.doi.org/10.1038/s41398-017-0050-1 Text en © The Author(s) 2017 Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/.
spellingShingle Article
Kuan, Pei-Fen
Waszczuk, Monika A.
Kotov, Roman
Clouston, Sean
Yang, Xiaohua
Singh, Prashant K.
Glenn, Sean T.
Cortes Gomez, Eduardo
Wang, Jianmin
Bromet, Evelyn
Luft, Benjamin J.
Gene expression associated with PTSD in World Trade Center responders: An RNA sequencing study
title Gene expression associated with PTSD in World Trade Center responders: An RNA sequencing study
title_full Gene expression associated with PTSD in World Trade Center responders: An RNA sequencing study
title_fullStr Gene expression associated with PTSD in World Trade Center responders: An RNA sequencing study
title_full_unstemmed Gene expression associated with PTSD in World Trade Center responders: An RNA sequencing study
title_short Gene expression associated with PTSD in World Trade Center responders: An RNA sequencing study
title_sort gene expression associated with ptsd in world trade center responders: an rna sequencing study
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5802695/
https://www.ncbi.nlm.nih.gov/pubmed/29249826
http://dx.doi.org/10.1038/s41398-017-0050-1
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