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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...
Autores principales: | , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2017
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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. |
format | Online Article Text |
id | pubmed-5802695 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
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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