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Discovery and replication of blood-based proteomic signature of PTSD in 9/11 responders
Proteomics provides an opportunity to develop biomarkers for the early detection and monitoring of post-traumatic stress disorder (PTSD). However, research to date has been limited by small sample sizes and a lack of replication. This study performed Olink Proseek Multiplex Platform profiling of 81...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Nature Publishing Group UK
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9834302/ https://www.ncbi.nlm.nih.gov/pubmed/36631443 http://dx.doi.org/10.1038/s41398-022-02302-4 |
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author | Waszczuk, Monika A. Kuan, Pei-Fen Yang, Xiaohua Miao, Jiaju Kotov, Roman Luft, Benjamin J. |
author_facet | Waszczuk, Monika A. Kuan, Pei-Fen Yang, Xiaohua Miao, Jiaju Kotov, Roman Luft, Benjamin J. |
author_sort | Waszczuk, Monika A. |
collection | PubMed |
description | Proteomics provides an opportunity to develop biomarkers for the early detection and monitoring of post-traumatic stress disorder (PTSD). However, research to date has been limited by small sample sizes and a lack of replication. This study performed Olink Proseek Multiplex Platform profiling of 81 proteins involved in neurological processes in 936 responders to the 9/11 disaster (mean age at blood draw = 55.41 years (SD = 7.93), 94.1% white, all men). Bivariate correlations and elastic net regressions were used in a discovery subsample to identify concurrent associations between PTSD symptom severity and the profiled proteins, and to create a multiprotein composite score. In hold-out subsamples, nine bivariate associations between PTSD symptoms and differentially expressed proteins were replicated: SKR3, NCAN, BCAN, MSR1, PVR, TNFRSF21, DRAXIN, CLM6, and SCARB2 (|r| = 0.08–0.17, p < 0.05). There were three replicated bivariate associations between lifetime PTSD diagnosis and differentially expressed proteins: SKR3, SIGLEC, and CPM (OR = 1.38–1.50, p < 0.05). The multiprotein composite score retained 38 proteins, including 10/11 proteins that replicated in bivariate tests. The composite score was significantly associated with PTSD symptom severity (β = 0.27, p < 0.001) and PTSD diagnosis (OR = 1.60, 95% CI: 1.17–2.19, p = 0.003) in the hold-out subsample. Overall, these findings suggest that PTSD is characterized by altered expression of several proteins implicated in neurological processes. Replicated associations with TNFRSF21, CLM6, and PVR support the neuroinflammatory signature of PTSD. The multiprotein composite score substantially increased associations with PTSD symptom severity over individual proteins. If generalizable to other populations, the current findings may inform the development of PTSD biomarkers. |
format | Online Article Text |
id | pubmed-9834302 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-98343022023-01-13 Discovery and replication of blood-based proteomic signature of PTSD in 9/11 responders Waszczuk, Monika A. Kuan, Pei-Fen Yang, Xiaohua Miao, Jiaju Kotov, Roman Luft, Benjamin J. Transl Psychiatry Article Proteomics provides an opportunity to develop biomarkers for the early detection and monitoring of post-traumatic stress disorder (PTSD). However, research to date has been limited by small sample sizes and a lack of replication. This study performed Olink Proseek Multiplex Platform profiling of 81 proteins involved in neurological processes in 936 responders to the 9/11 disaster (mean age at blood draw = 55.41 years (SD = 7.93), 94.1% white, all men). Bivariate correlations and elastic net regressions were used in a discovery subsample to identify concurrent associations between PTSD symptom severity and the profiled proteins, and to create a multiprotein composite score. In hold-out subsamples, nine bivariate associations between PTSD symptoms and differentially expressed proteins were replicated: SKR3, NCAN, BCAN, MSR1, PVR, TNFRSF21, DRAXIN, CLM6, and SCARB2 (|r| = 0.08–0.17, p < 0.05). There were three replicated bivariate associations between lifetime PTSD diagnosis and differentially expressed proteins: SKR3, SIGLEC, and CPM (OR = 1.38–1.50, p < 0.05). The multiprotein composite score retained 38 proteins, including 10/11 proteins that replicated in bivariate tests. The composite score was significantly associated with PTSD symptom severity (β = 0.27, p < 0.001) and PTSD diagnosis (OR = 1.60, 95% CI: 1.17–2.19, p = 0.003) in the hold-out subsample. Overall, these findings suggest that PTSD is characterized by altered expression of several proteins implicated in neurological processes. Replicated associations with TNFRSF21, CLM6, and PVR support the neuroinflammatory signature of PTSD. The multiprotein composite score substantially increased associations with PTSD symptom severity over individual proteins. If generalizable to other populations, the current findings may inform the development of PTSD biomarkers. Nature Publishing Group UK 2023-01-11 /pmc/articles/PMC9834302/ /pubmed/36631443 http://dx.doi.org/10.1038/s41398-022-02302-4 Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/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/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Article Waszczuk, Monika A. Kuan, Pei-Fen Yang, Xiaohua Miao, Jiaju Kotov, Roman Luft, Benjamin J. Discovery and replication of blood-based proteomic signature of PTSD in 9/11 responders |
title | Discovery and replication of blood-based proteomic signature of PTSD in 9/11 responders |
title_full | Discovery and replication of blood-based proteomic signature of PTSD in 9/11 responders |
title_fullStr | Discovery and replication of blood-based proteomic signature of PTSD in 9/11 responders |
title_full_unstemmed | Discovery and replication of blood-based proteomic signature of PTSD in 9/11 responders |
title_short | Discovery and replication of blood-based proteomic signature of PTSD in 9/11 responders |
title_sort | discovery and replication of blood-based proteomic signature of ptsd in 9/11 responders |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9834302/ https://www.ncbi.nlm.nih.gov/pubmed/36631443 http://dx.doi.org/10.1038/s41398-022-02302-4 |
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