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...
Autores principales: | , , , , , , , , |
---|---|
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 |