Cargando…
Regional Homogeneity and Multivariate Pattern Analysis of Cervical Spondylosis Neck Pain and the Modulation Effect of Treatment
Objects: We investigated brain functional alteration in patients with chronic cervical spondylosis neck pain (CSNP) compared to healthy controls (HCs) and the effect of intervention. Methods: 104 CSNP patients and 96 matched HCs were recruited. Patients received 4 weeks of treatment. Resting-state f...
Autores principales: | , , , , , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2018
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6292425/ https://www.ncbi.nlm.nih.gov/pubmed/30574062 http://dx.doi.org/10.3389/fnins.2018.00900 |
_version_ | 1783380398153138176 |
---|---|
author | Chen, Jun Wang, Zengjian Tu, Yiheng Liu, Xian Jorgenson, Kristen Ye, Guoxi Lin, Chenlin Liu, Jianhua Park, Joel Lang, Courtney Liu, Bo Kong, Jian |
author_facet | Chen, Jun Wang, Zengjian Tu, Yiheng Liu, Xian Jorgenson, Kristen Ye, Guoxi Lin, Chenlin Liu, Jianhua Park, Joel Lang, Courtney Liu, Bo Kong, Jian |
author_sort | Chen, Jun |
collection | PubMed |
description | Objects: We investigated brain functional alteration in patients with chronic cervical spondylosis neck pain (CSNP) compared to healthy controls (HCs) and the effect of intervention. Methods: 104 CSNP patients and 96 matched HCs were recruited. Patients received 4 weeks of treatment. Resting-state fMRI and Northwick Park Neck Pain Questionnaire (NPQ) were collected before and after treatment. Resting state regional homogeneity (rs-ReHo) and multivariate pattern analysis (MVPA) were applied to (1) investigate rs-ReHo differences between CSNP patients and controls and the effect of longitudinal treatment and (2) classify CSNP patients from HCs and predict clinical outcomes before treatment using MVPA. Results: We found that (1) CSNP patients showed decreased rs-ReHo in the left sensorimotor cortex and right temporo-parietal junction (rTPJ), and rs-ReHo at the rTPJ significantly increased after treatment; (2) rs-ReHo at rTPJ was associated with NPQ at baseline, and pre- and post-treatment rs-ReHo changes at rTPJ were associated with NPQ changes in CSNP patients; and (3) MVPA could discriminate CSNP patients from HCs with 72% accuracy and predict clinical outcomes with a mean absolute error of 19.6%. Conclusion: CSNP patients are associated with dysfunction of the rTPJ and sensorimotor area. Significance: rTPJ plays on important role in the pathophysiology and development of CSNP. |
format | Online Article Text |
id | pubmed-6292425 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-62924252018-12-20 Regional Homogeneity and Multivariate Pattern Analysis of Cervical Spondylosis Neck Pain and the Modulation Effect of Treatment Chen, Jun Wang, Zengjian Tu, Yiheng Liu, Xian Jorgenson, Kristen Ye, Guoxi Lin, Chenlin Liu, Jianhua Park, Joel Lang, Courtney Liu, Bo Kong, Jian Front Neurosci Neuroscience Objects: We investigated brain functional alteration in patients with chronic cervical spondylosis neck pain (CSNP) compared to healthy controls (HCs) and the effect of intervention. Methods: 104 CSNP patients and 96 matched HCs were recruited. Patients received 4 weeks of treatment. Resting-state fMRI and Northwick Park Neck Pain Questionnaire (NPQ) were collected before and after treatment. Resting state regional homogeneity (rs-ReHo) and multivariate pattern analysis (MVPA) were applied to (1) investigate rs-ReHo differences between CSNP patients and controls and the effect of longitudinal treatment and (2) classify CSNP patients from HCs and predict clinical outcomes before treatment using MVPA. Results: We found that (1) CSNP patients showed decreased rs-ReHo in the left sensorimotor cortex and right temporo-parietal junction (rTPJ), and rs-ReHo at the rTPJ significantly increased after treatment; (2) rs-ReHo at rTPJ was associated with NPQ at baseline, and pre- and post-treatment rs-ReHo changes at rTPJ were associated with NPQ changes in CSNP patients; and (3) MVPA could discriminate CSNP patients from HCs with 72% accuracy and predict clinical outcomes with a mean absolute error of 19.6%. Conclusion: CSNP patients are associated with dysfunction of the rTPJ and sensorimotor area. Significance: rTPJ plays on important role in the pathophysiology and development of CSNP. Frontiers Media S.A. 2018-12-06 /pmc/articles/PMC6292425/ /pubmed/30574062 http://dx.doi.org/10.3389/fnins.2018.00900 Text en Copyright © 2018 Chen, Wang, Tu, Liu, Jorgenson, Ye, Lin, Liu, Park, Lang, Liu and Kong. http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Neuroscience Chen, Jun Wang, Zengjian Tu, Yiheng Liu, Xian Jorgenson, Kristen Ye, Guoxi Lin, Chenlin Liu, Jianhua Park, Joel Lang, Courtney Liu, Bo Kong, Jian Regional Homogeneity and Multivariate Pattern Analysis of Cervical Spondylosis Neck Pain and the Modulation Effect of Treatment |
title | Regional Homogeneity and Multivariate Pattern Analysis of Cervical Spondylosis Neck Pain and the Modulation Effect of Treatment |
title_full | Regional Homogeneity and Multivariate Pattern Analysis of Cervical Spondylosis Neck Pain and the Modulation Effect of Treatment |
title_fullStr | Regional Homogeneity and Multivariate Pattern Analysis of Cervical Spondylosis Neck Pain and the Modulation Effect of Treatment |
title_full_unstemmed | Regional Homogeneity and Multivariate Pattern Analysis of Cervical Spondylosis Neck Pain and the Modulation Effect of Treatment |
title_short | Regional Homogeneity and Multivariate Pattern Analysis of Cervical Spondylosis Neck Pain and the Modulation Effect of Treatment |
title_sort | regional homogeneity and multivariate pattern analysis of cervical spondylosis neck pain and the modulation effect of treatment |
topic | Neuroscience |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6292425/ https://www.ncbi.nlm.nih.gov/pubmed/30574062 http://dx.doi.org/10.3389/fnins.2018.00900 |
work_keys_str_mv | AT chenjun regionalhomogeneityandmultivariatepatternanalysisofcervicalspondylosisneckpainandthemodulationeffectoftreatment AT wangzengjian regionalhomogeneityandmultivariatepatternanalysisofcervicalspondylosisneckpainandthemodulationeffectoftreatment AT tuyiheng regionalhomogeneityandmultivariatepatternanalysisofcervicalspondylosisneckpainandthemodulationeffectoftreatment AT liuxian regionalhomogeneityandmultivariatepatternanalysisofcervicalspondylosisneckpainandthemodulationeffectoftreatment AT jorgensonkristen regionalhomogeneityandmultivariatepatternanalysisofcervicalspondylosisneckpainandthemodulationeffectoftreatment AT yeguoxi regionalhomogeneityandmultivariatepatternanalysisofcervicalspondylosisneckpainandthemodulationeffectoftreatment AT linchenlin regionalhomogeneityandmultivariatepatternanalysisofcervicalspondylosisneckpainandthemodulationeffectoftreatment AT liujianhua regionalhomogeneityandmultivariatepatternanalysisofcervicalspondylosisneckpainandthemodulationeffectoftreatment AT parkjoel regionalhomogeneityandmultivariatepatternanalysisofcervicalspondylosisneckpainandthemodulationeffectoftreatment AT langcourtney regionalhomogeneityandmultivariatepatternanalysisofcervicalspondylosisneckpainandthemodulationeffectoftreatment AT liubo regionalhomogeneityandmultivariatepatternanalysisofcervicalspondylosisneckpainandthemodulationeffectoftreatment AT kongjian regionalhomogeneityandmultivariatepatternanalysisofcervicalspondylosisneckpainandthemodulationeffectoftreatment |