Biological markers of brain network connectivity and pain sensitivity distinguish low coping from high coping Veterans with persistent post-traumatic headache

Katrina S Monroe, Dawn M Schiehser, Aaron W Parr, Alan N Simmons, Chelsea C Hays Weeks, Barbara A Bailey, Bahar Shahidi
{"title":"Biological markers of brain network connectivity and pain sensitivity distinguish low coping from high coping Veterans with persistent post-traumatic headache","authors":"Katrina S Monroe, Dawn M Schiehser, Aaron W Parr, Alan N Simmons, Chelsea C Hays Weeks, Barbara A Bailey, Bahar Shahidi","doi":"10.1101/2024.09.16.24313761","DOIUrl":null,"url":null,"abstract":"Headache is the most common type of pain following mild traumatic brain injury. Roughly half of those with persistent post-traumatic headache (PPTH) also report neck pain which is associated with greater severity and functional impact of headache. This observational cohort study aimed to identify biological phenotypes to help inform mechanism-based approaches in the management of PPTH with and without concomitant neck pain. Thirty-three military Veterans (mean (SD) = 37±16 years, 29 males) with PPTH completed a clinical assessment, quantitative sensory testing, and magnetic resonance imaging of the brain and cervical spine. Multidimensional phenotyping was performed using a Random Forest analysis and Partitioning Around Medoids (PAM) clustering of input features from three biologic domains: 1) resting state functional connectivity (rsFC) of the periaqueductal gray (PAG), 2) quality and size of cervical muscles, and 3) mechanical pain sensitivity and central modulation of pain. Two subgroups were distinguished by biological features that included forehead pressure pain threshold and rsFC between the PAG and selected nodes within the default mode, salience, and sensorimotor networks. Compared to the High Pain Coping group, the Low Pain Coping group exhibited higher pain-related anxiety (p=0.009), higher pain catastrophizing (p=0.004), lower pain self-efficacy (p=0.010), and greater headache-related disability (p=0.012). Findings suggest that greater functional connectivity of pain modulation networks involving the PAG combined with impairments in craniofacial pain sensitivity, but not cervical muscle health, distinguish a clinically important subgroup of individuals with PPTH who are less able to cope with pain and more severely impacted by headache.","PeriodicalId":501367,"journal":{"name":"medRxiv - Neurology","volume":null,"pages":null},"PeriodicalIF":0.0000,"publicationDate":"2024-09-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"medRxiv - Neurology","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1101/2024.09.16.24313761","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0

Abstract

Headache is the most common type of pain following mild traumatic brain injury. Roughly half of those with persistent post-traumatic headache (PPTH) also report neck pain which is associated with greater severity and functional impact of headache. This observational cohort study aimed to identify biological phenotypes to help inform mechanism-based approaches in the management of PPTH with and without concomitant neck pain. Thirty-three military Veterans (mean (SD) = 37±16 years, 29 males) with PPTH completed a clinical assessment, quantitative sensory testing, and magnetic resonance imaging of the brain and cervical spine. Multidimensional phenotyping was performed using a Random Forest analysis and Partitioning Around Medoids (PAM) clustering of input features from three biologic domains: 1) resting state functional connectivity (rsFC) of the periaqueductal gray (PAG), 2) quality and size of cervical muscles, and 3) mechanical pain sensitivity and central modulation of pain. Two subgroups were distinguished by biological features that included forehead pressure pain threshold and rsFC between the PAG and selected nodes within the default mode, salience, and sensorimotor networks. Compared to the High Pain Coping group, the Low Pain Coping group exhibited higher pain-related anxiety (p=0.009), higher pain catastrophizing (p=0.004), lower pain self-efficacy (p=0.010), and greater headache-related disability (p=0.012). Findings suggest that greater functional connectivity of pain modulation networks involving the PAG combined with impairments in craniofacial pain sensitivity, but not cervical muscle health, distinguish a clinically important subgroup of individuals with PPTH who are less able to cope with pain and more severely impacted by headache.
大脑网络连接和疼痛敏感性的生物标记区分了低应对能力和高应对能力的创伤后持续性头痛退伍军人
头痛是轻度脑外伤后最常见的疼痛类型。约有一半的持续性创伤后头痛(PPTH)患者也报告有颈部疼痛,而颈部疼痛与头痛的严重程度和功能影响更大有关。这项观察性队列研究旨在确定生物表型,以便在管理伴有或不伴有颈部疼痛的持续性创伤后头痛时,为基于机制的方法提供依据。33 名患有 PPTH 的退伍军人(平均 (SD) = 37±16 岁,29 名男性)完成了临床评估、定量感觉测试以及大脑和颈椎的磁共振成像。多维表型分析采用随机森林(Random Forest)分析方法,并对来自三个生物领域的输入特征进行了环中分区(PAM)聚类:1)丘脑周围灰质(PAG)的静息状态功能连接(rsFC);2)颈部肌肉的质量和大小;3)机械痛敏感性和疼痛的中枢调节。根据生物特征(包括前额压痛阈值和 PAG 与默认模式、显著性和感觉运动网络中的选定节点之间的 rsFC)区分出两个亚组。与高疼痛应对组相比,低疼痛应对组表现出更高的疼痛相关焦虑(p=0.009)、更高的疼痛灾难化(p=0.004)、更低的疼痛自我效能感(p=0.010)和更大的头痛相关残疾(p=0.012)。研究结果表明,涉及PAG的疼痛调节网络的功能连通性更强,再加上颅面部疼痛敏感性受损(而非颈部肌肉健康受损),PPTH患者中一个具有重要临床意义的亚群被区分出来,他们应对疼痛的能力更弱,受头痛的影响更严重。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
自引率
0.00%
发文量
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信