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Towards precision medicine for pain: diagnostic biomarkers and repurposed drugs
We endeavored to identify objective blood biomarkers for pain, a subjective sensation with a biological basis, using a stepwise discovery, prioritization, validation, and testing in independent cohorts design. We studied psychiatric patients, a high risk group for co-morbid pain disorders and increa...
Autores principales: | , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6477790/ https://www.ncbi.nlm.nih.gov/pubmed/30755720 http://dx.doi.org/10.1038/s41380-018-0345-5 |
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author | Niculescu, A. B. Le-Niculescu, H. Levey, D. F. Roseberry, K. Soe, K. C. Rogers, J. Khan, F. Jones, T. Judd, S. McCormick, M. A. Wessel, A. R. Williams, A. Kurian, S. M. White, F. A. |
author_facet | Niculescu, A. B. Le-Niculescu, H. Levey, D. F. Roseberry, K. Soe, K. C. Rogers, J. Khan, F. Jones, T. Judd, S. McCormick, M. A. Wessel, A. R. Williams, A. Kurian, S. M. White, F. A. |
author_sort | Niculescu, A. B. |
collection | PubMed |
description | We endeavored to identify objective blood biomarkers for pain, a subjective sensation with a biological basis, using a stepwise discovery, prioritization, validation, and testing in independent cohorts design. We studied psychiatric patients, a high risk group for co-morbid pain disorders and increased perception of pain. For discovery, we used a powerful within-subject longitudinal design. We were successful in identifying blood gene expression biomarkers that were predictive of pain state, and of future emergency department (ED) visits for pain, more so when personalized by gender and diagnosis. MFAP3, which had no prior evidence in the literature for involvement in pain, had the most robust empirical evidence from our discovery and validation steps, and was a strong predictor for pain in the independent cohorts, particularly in females and males with PTSD. Other biomarkers with best overall convergent functional evidence for involvement in pain were GNG7, CNTN1, LY9, CCDC144B, and GBP1. Some of the individual biomarkers identified are targets of existing drugs. Moreover, the biomarker gene expression signatures were used for bioinformatic drug repurposing analyses, yielding leads for possible new drug candidates such as SC-560 (an NSAID), and amoxapine (an antidepressant), as well as natural compounds such as pyridoxine (vitamin B6), cyanocobalamin (vitamin B12), and apigenin (a plant flavonoid). Our work may help mitigate the diagnostic and treatment dilemmas that have contributed to the current opioid epidemic. |
format | Online Article Text |
id | pubmed-6477790 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-64777902019-06-25 Towards precision medicine for pain: diagnostic biomarkers and repurposed drugs Niculescu, A. B. Le-Niculescu, H. Levey, D. F. Roseberry, K. Soe, K. C. Rogers, J. Khan, F. Jones, T. Judd, S. McCormick, M. A. Wessel, A. R. Williams, A. Kurian, S. M. White, F. A. Mol Psychiatry Immediate Communication We endeavored to identify objective blood biomarkers for pain, a subjective sensation with a biological basis, using a stepwise discovery, prioritization, validation, and testing in independent cohorts design. We studied psychiatric patients, a high risk group for co-morbid pain disorders and increased perception of pain. For discovery, we used a powerful within-subject longitudinal design. We were successful in identifying blood gene expression biomarkers that were predictive of pain state, and of future emergency department (ED) visits for pain, more so when personalized by gender and diagnosis. MFAP3, which had no prior evidence in the literature for involvement in pain, had the most robust empirical evidence from our discovery and validation steps, and was a strong predictor for pain in the independent cohorts, particularly in females and males with PTSD. Other biomarkers with best overall convergent functional evidence for involvement in pain were GNG7, CNTN1, LY9, CCDC144B, and GBP1. Some of the individual biomarkers identified are targets of existing drugs. Moreover, the biomarker gene expression signatures were used for bioinformatic drug repurposing analyses, yielding leads for possible new drug candidates such as SC-560 (an NSAID), and amoxapine (an antidepressant), as well as natural compounds such as pyridoxine (vitamin B6), cyanocobalamin (vitamin B12), and apigenin (a plant flavonoid). Our work may help mitigate the diagnostic and treatment dilemmas that have contributed to the current opioid epidemic. Nature Publishing Group UK 2019-02-12 2019 /pmc/articles/PMC6477790/ /pubmed/30755720 http://dx.doi.org/10.1038/s41380-018-0345-5 Text en © The Author(s) 2019 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 | Immediate Communication Niculescu, A. B. Le-Niculescu, H. Levey, D. F. Roseberry, K. Soe, K. C. Rogers, J. Khan, F. Jones, T. Judd, S. McCormick, M. A. Wessel, A. R. Williams, A. Kurian, S. M. White, F. A. Towards precision medicine for pain: diagnostic biomarkers and repurposed drugs |
title | Towards precision medicine for pain: diagnostic biomarkers and repurposed drugs |
title_full | Towards precision medicine for pain: diagnostic biomarkers and repurposed drugs |
title_fullStr | Towards precision medicine for pain: diagnostic biomarkers and repurposed drugs |
title_full_unstemmed | Towards precision medicine for pain: diagnostic biomarkers and repurposed drugs |
title_short | Towards precision medicine for pain: diagnostic biomarkers and repurposed drugs |
title_sort | towards precision medicine for pain: diagnostic biomarkers and repurposed drugs |
topic | Immediate Communication |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6477790/ https://www.ncbi.nlm.nih.gov/pubmed/30755720 http://dx.doi.org/10.1038/s41380-018-0345-5 |
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