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Heterogeneity in patterns of pain development after nerve injury in rats and the influence of sex
The genesis of neuropathic pain is complex, as sensory abnormalities may differ between patients with different or similar etiologies, suggesting mechanistic heterogeneity, a concept that is largely unexplored. Yet, data are usually grouped for analysis based on the assumption that they share the sa...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Elsevier
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8339380/ https://www.ncbi.nlm.nih.gov/pubmed/34381929 http://dx.doi.org/10.1016/j.ynpai.2021.100069 |
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author | Sherman, Katherine Woyach, Victoria Eisenach, James C. Hopp, Francis A. Cao, Freddy Hogan, Quinn H. Dean, Caron |
author_facet | Sherman, Katherine Woyach, Victoria Eisenach, James C. Hopp, Francis A. Cao, Freddy Hogan, Quinn H. Dean, Caron |
author_sort | Sherman, Katherine |
collection | PubMed |
description | The genesis of neuropathic pain is complex, as sensory abnormalities may differ between patients with different or similar etiologies, suggesting mechanistic heterogeneity, a concept that is largely unexplored. Yet, data are usually grouped for analysis based on the assumption that they share the same underlying pathogenesis. Sex is a factor that may contribute to differences in pain responses. Neuropathic pain is more prevalent in female patients, but pre-clinical studies that can examine pain development in a controlled environment have typically failed to include female subjects. This study explored patterns of development of hyperalgesia-like behavior (HLB) induced by noxious mechanical stimulation in a neuropathic pain model (spared nerve injury, SNI) in both male and female rats, and autonomic dysfunction that is associated with chronic pain. HLB was analyzed across time, using both discrete mixture modeling and rules-based longitudinal clustering. Both methods identified similar groupings of hyperalgesia trajectories after SNI that were not evident when data were combined into groups by sex only. Within the same hyperalgesia development group, mixed models showed that development of HLB in females was delayed relative to males and reached a magnitude similar to or higher than males. The data also indicate that sympathetic tone (as indicated by heart rate variability) drops below pre-SNI level before or at the onset of development of HLB. This study classifies heterogeneity in individual development of HLB and identifies sexual dimorphism in the time course of development of neuropathic pain after nerve injury. Future studies addressing mechanisms underlying these differences could facilitate appropriate pain treatments. |
format | Online Article Text |
id | pubmed-8339380 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Elsevier |
record_format | MEDLINE/PubMed |
spelling | pubmed-83393802021-08-10 Heterogeneity in patterns of pain development after nerve injury in rats and the influence of sex Sherman, Katherine Woyach, Victoria Eisenach, James C. Hopp, Francis A. Cao, Freddy Hogan, Quinn H. Dean, Caron Neurobiol Pain Original Research Article The genesis of neuropathic pain is complex, as sensory abnormalities may differ between patients with different or similar etiologies, suggesting mechanistic heterogeneity, a concept that is largely unexplored. Yet, data are usually grouped for analysis based on the assumption that they share the same underlying pathogenesis. Sex is a factor that may contribute to differences in pain responses. Neuropathic pain is more prevalent in female patients, but pre-clinical studies that can examine pain development in a controlled environment have typically failed to include female subjects. This study explored patterns of development of hyperalgesia-like behavior (HLB) induced by noxious mechanical stimulation in a neuropathic pain model (spared nerve injury, SNI) in both male and female rats, and autonomic dysfunction that is associated with chronic pain. HLB was analyzed across time, using both discrete mixture modeling and rules-based longitudinal clustering. Both methods identified similar groupings of hyperalgesia trajectories after SNI that were not evident when data were combined into groups by sex only. Within the same hyperalgesia development group, mixed models showed that development of HLB in females was delayed relative to males and reached a magnitude similar to or higher than males. The data also indicate that sympathetic tone (as indicated by heart rate variability) drops below pre-SNI level before or at the onset of development of HLB. This study classifies heterogeneity in individual development of HLB and identifies sexual dimorphism in the time course of development of neuropathic pain after nerve injury. Future studies addressing mechanisms underlying these differences could facilitate appropriate pain treatments. Elsevier 2021-07-24 /pmc/articles/PMC8339380/ /pubmed/34381929 http://dx.doi.org/10.1016/j.ynpai.2021.100069 Text en https://creativecommons.org/licenses/by-nc-nd/4.0/This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/). |
spellingShingle | Original Research Article Sherman, Katherine Woyach, Victoria Eisenach, James C. Hopp, Francis A. Cao, Freddy Hogan, Quinn H. Dean, Caron Heterogeneity in patterns of pain development after nerve injury in rats and the influence of sex |
title | Heterogeneity in patterns of pain development after nerve injury in rats and the influence of sex |
title_full | Heterogeneity in patterns of pain development after nerve injury in rats and the influence of sex |
title_fullStr | Heterogeneity in patterns of pain development after nerve injury in rats and the influence of sex |
title_full_unstemmed | Heterogeneity in patterns of pain development after nerve injury in rats and the influence of sex |
title_short | Heterogeneity in patterns of pain development after nerve injury in rats and the influence of sex |
title_sort | heterogeneity in patterns of pain development after nerve injury in rats and the influence of sex |
topic | Original Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8339380/ https://www.ncbi.nlm.nih.gov/pubmed/34381929 http://dx.doi.org/10.1016/j.ynpai.2021.100069 |
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