Cargando…

Application of Neurite Orientation Dispersion and Density Imaging to Evaluate and Predict the Surgical Outcome for Degenerative Cervical Myelopathy

OBJECTIVES: Although the neurite orientation dispersion and density imaging (NODDI) has been shown useful to evaluate the spinal cord dysfunction, there are few prospective studies on analyzing the operation recovery of degenerative cervical myelopathy (DCM) disease using NODDI. This study aims to i...

Descripción completa

Detalles Bibliográficos
Autores principales: Han, Xiao, Ma, Xiaodong, Li, Donghang, Wang, Jinchao, Jiang, Wen, Li, Guangqi, Cheng, Xiaoguang, Guo, Hua, Tian, Wei
Formato: Online Artículo Texto
Lenguaje:English
Publicado: John Wiley & Sons Australia, Ltd 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9251269/
https://www.ncbi.nlm.nih.gov/pubmed/35686537
http://dx.doi.org/10.1111/os.13326
_version_ 1784739988261306368
author Han, Xiao
Ma, Xiaodong
Li, Donghang
Wang, Jinchao
Jiang, Wen
Li, Guangqi
Cheng, Xiaoguang
Guo, Hua
Tian, Wei
author_facet Han, Xiao
Ma, Xiaodong
Li, Donghang
Wang, Jinchao
Jiang, Wen
Li, Guangqi
Cheng, Xiaoguang
Guo, Hua
Tian, Wei
author_sort Han, Xiao
collection PubMed
description OBJECTIVES: Although the neurite orientation dispersion and density imaging (NODDI) has been shown useful to evaluate the spinal cord dysfunction, there are few prospective studies on analyzing the operation recovery of degenerative cervical myelopathy (DCM) disease using NODDI. This study aims to investigate the preoperative evaluation and predictive ability of NODDI in DCM patients who received posterior cervical laminoplasty. METHODS: This prospective study included 55 patients with DCM from January to December 2017. NODDI metrics, including intracellular volume fraction (Vic), isotropic volume fraction (Viso), and orientation dispersion index (ODI) were measured at the maximally compressed (MC) level and the non‐compressed C2 level in each patient at the preoperative and the 3‐ and 6‐month postoperative follow‐up stages. Neurological function was assessed using the modified Japanese Orthopaedic Association (mJOA) scoring system at each stage. Spearman's correlation and Kendall's tau‐b correlation were used to analyze the relationship between NODDI metrics and mJOA scores. Wilcoxon signed rank test was used to examine the changes in the NODDI and mJOA scores between the preoperative and 6‐month follow‐up stages. ROC analysis was used to further evaluate the predictive capability. RESULTS: Preoperative Vic at the level of C2 has a significant correlation with the preoperative mJOA score (r = 0.278, p = 0.048). Vic and Viso at the MC level were significantly different between the preoperative period and 6‐month follow‐up. Viso at the MC level was correlated with the mJOA score at 6‐month follow‐up (r = −0.302, p = 0.044). Vic and ODI at the C2 level predicted the surgical prognosis, with areas under the receiver‐operating characteristic curve of 0.663 (p = 0.042) and 0.716 (p = 0.014). CONCLUSIONS: The preoperative NODDI metrics at the C2 level are capable of evaluating the severity of spinal cord dysfunction and predict the surgical outcome.
format Online
Article
Text
id pubmed-9251269
institution National Center for Biotechnology Information
language English
publishDate 2022
publisher John Wiley & Sons Australia, Ltd
record_format MEDLINE/PubMed
spelling pubmed-92512692022-07-05 Application of Neurite Orientation Dispersion and Density Imaging to Evaluate and Predict the Surgical Outcome for Degenerative Cervical Myelopathy Han, Xiao Ma, Xiaodong Li, Donghang Wang, Jinchao Jiang, Wen Li, Guangqi Cheng, Xiaoguang Guo, Hua Tian, Wei Orthop Surg Research Articles OBJECTIVES: Although the neurite orientation dispersion and density imaging (NODDI) has been shown useful to evaluate the spinal cord dysfunction, there are few prospective studies on analyzing the operation recovery of degenerative cervical myelopathy (DCM) disease using NODDI. This study aims to investigate the preoperative evaluation and predictive ability of NODDI in DCM patients who received posterior cervical laminoplasty. METHODS: This prospective study included 55 patients with DCM from January to December 2017. NODDI metrics, including intracellular volume fraction (Vic), isotropic volume fraction (Viso), and orientation dispersion index (ODI) were measured at the maximally compressed (MC) level and the non‐compressed C2 level in each patient at the preoperative and the 3‐ and 6‐month postoperative follow‐up stages. Neurological function was assessed using the modified Japanese Orthopaedic Association (mJOA) scoring system at each stage. Spearman's correlation and Kendall's tau‐b correlation were used to analyze the relationship between NODDI metrics and mJOA scores. Wilcoxon signed rank test was used to examine the changes in the NODDI and mJOA scores between the preoperative and 6‐month follow‐up stages. ROC analysis was used to further evaluate the predictive capability. RESULTS: Preoperative Vic at the level of C2 has a significant correlation with the preoperative mJOA score (r = 0.278, p = 0.048). Vic and Viso at the MC level were significantly different between the preoperative period and 6‐month follow‐up. Viso at the MC level was correlated with the mJOA score at 6‐month follow‐up (r = −0.302, p = 0.044). Vic and ODI at the C2 level predicted the surgical prognosis, with areas under the receiver‐operating characteristic curve of 0.663 (p = 0.042) and 0.716 (p = 0.014). CONCLUSIONS: The preoperative NODDI metrics at the C2 level are capable of evaluating the severity of spinal cord dysfunction and predict the surgical outcome. John Wiley & Sons Australia, Ltd 2022-06-10 /pmc/articles/PMC9251269/ /pubmed/35686537 http://dx.doi.org/10.1111/os.13326 Text en © 2022 The Authors. Orthopaedic Surgery published by Tianjin Hospital and John Wiley & Sons Australia, Ltd. https://creativecommons.org/licenses/by-nc-nd/4.0/This is an open access article under the terms of the http://creativecommons.org/licenses/by-nc-nd/4.0/ (https://creativecommons.org/licenses/by-nc-nd/4.0/) License, which permits use and distribution in any medium, provided the original work is properly cited, the use is non‐commercial and no modifications or adaptations are made.
spellingShingle Research Articles
Han, Xiao
Ma, Xiaodong
Li, Donghang
Wang, Jinchao
Jiang, Wen
Li, Guangqi
Cheng, Xiaoguang
Guo, Hua
Tian, Wei
Application of Neurite Orientation Dispersion and Density Imaging to Evaluate and Predict the Surgical Outcome for Degenerative Cervical Myelopathy
title Application of Neurite Orientation Dispersion and Density Imaging to Evaluate and Predict the Surgical Outcome for Degenerative Cervical Myelopathy
title_full Application of Neurite Orientation Dispersion and Density Imaging to Evaluate and Predict the Surgical Outcome for Degenerative Cervical Myelopathy
title_fullStr Application of Neurite Orientation Dispersion and Density Imaging to Evaluate and Predict the Surgical Outcome for Degenerative Cervical Myelopathy
title_full_unstemmed Application of Neurite Orientation Dispersion and Density Imaging to Evaluate and Predict the Surgical Outcome for Degenerative Cervical Myelopathy
title_short Application of Neurite Orientation Dispersion and Density Imaging to Evaluate and Predict the Surgical Outcome for Degenerative Cervical Myelopathy
title_sort application of neurite orientation dispersion and density imaging to evaluate and predict the surgical outcome for degenerative cervical myelopathy
topic Research Articles
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9251269/
https://www.ncbi.nlm.nih.gov/pubmed/35686537
http://dx.doi.org/10.1111/os.13326
work_keys_str_mv AT hanxiao applicationofneuriteorientationdispersionanddensityimagingtoevaluateandpredictthesurgicaloutcomefordegenerativecervicalmyelopathy
AT maxiaodong applicationofneuriteorientationdispersionanddensityimagingtoevaluateandpredictthesurgicaloutcomefordegenerativecervicalmyelopathy
AT lidonghang applicationofneuriteorientationdispersionanddensityimagingtoevaluateandpredictthesurgicaloutcomefordegenerativecervicalmyelopathy
AT wangjinchao applicationofneuriteorientationdispersionanddensityimagingtoevaluateandpredictthesurgicaloutcomefordegenerativecervicalmyelopathy
AT jiangwen applicationofneuriteorientationdispersionanddensityimagingtoevaluateandpredictthesurgicaloutcomefordegenerativecervicalmyelopathy
AT liguangqi applicationofneuriteorientationdispersionanddensityimagingtoevaluateandpredictthesurgicaloutcomefordegenerativecervicalmyelopathy
AT chengxiaoguang applicationofneuriteorientationdispersionanddensityimagingtoevaluateandpredictthesurgicaloutcomefordegenerativecervicalmyelopathy
AT guohua applicationofneuriteorientationdispersionanddensityimagingtoevaluateandpredictthesurgicaloutcomefordegenerativecervicalmyelopathy
AT tianwei applicationofneuriteorientationdispersionanddensityimagingtoevaluateandpredictthesurgicaloutcomefordegenerativecervicalmyelopathy