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Towards prognostic functional brain biomarkers for cervical myelopathy: A resting-state fMRI study
Recently, there has been increasing interest in strategies to predict neurological recovery in cervical myelopathy (CM) based on clinical images of the cervical spine. In this study, we aimed to explore potential preoperative brain biomarkers that can predict postoperative neurological recovery in C...
Autores principales: | , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6639260/ https://www.ncbi.nlm.nih.gov/pubmed/31320690 http://dx.doi.org/10.1038/s41598-019-46859-5 |
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author | Takenaka, Shota Kan, Shigeyuki Seymour, Ben Makino, Takahiro Sakai, Yusuke Kushioka, Junichi Tanaka, Hisashi Watanabe, Yoshiyuki Shibata, Masahiko Yoshikawa, Hideki Kaito, Takashi |
author_facet | Takenaka, Shota Kan, Shigeyuki Seymour, Ben Makino, Takahiro Sakai, Yusuke Kushioka, Junichi Tanaka, Hisashi Watanabe, Yoshiyuki Shibata, Masahiko Yoshikawa, Hideki Kaito, Takashi |
author_sort | Takenaka, Shota |
collection | PubMed |
description | Recently, there has been increasing interest in strategies to predict neurological recovery in cervical myelopathy (CM) based on clinical images of the cervical spine. In this study, we aimed to explore potential preoperative brain biomarkers that can predict postoperative neurological recovery in CM patients by using resting-state functional magnetic resonance imaging (rs-fMRI) and functional connectivity (FC) analysis. Twenty-eight patients with CM and 28 age- and sex-matched healthy controls (HCs) underwent rs-fMRI (twice for CM patients, before and six months after surgery). A seed-to-voxel analysis was performed, and the following three statistical analyses were conducted: (i) FC comparisons between preoperative CM and HC; (ii) correlation analysis between preoperative FCs and clinical scores; and (iii) postoperative FC changes in CM. Our analyses identified three FCs between the visual cortex and the right superior frontal gyrus based on the conjunction of the first two analyses [(i) and (ii)]. These FCs may act as potential biomarkers for postoperative gain in the 10-second test and might be sufficient to provide a prediction formula for potential recovery. Our findings provide preliminary evidence supporting the possibility of novel predictive measures for neurological recovery in CM using rs-fMRI. |
format | Online Article Text |
id | pubmed-6639260 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-66392602019-07-25 Towards prognostic functional brain biomarkers for cervical myelopathy: A resting-state fMRI study Takenaka, Shota Kan, Shigeyuki Seymour, Ben Makino, Takahiro Sakai, Yusuke Kushioka, Junichi Tanaka, Hisashi Watanabe, Yoshiyuki Shibata, Masahiko Yoshikawa, Hideki Kaito, Takashi Sci Rep Article Recently, there has been increasing interest in strategies to predict neurological recovery in cervical myelopathy (CM) based on clinical images of the cervical spine. In this study, we aimed to explore potential preoperative brain biomarkers that can predict postoperative neurological recovery in CM patients by using resting-state functional magnetic resonance imaging (rs-fMRI) and functional connectivity (FC) analysis. Twenty-eight patients with CM and 28 age- and sex-matched healthy controls (HCs) underwent rs-fMRI (twice for CM patients, before and six months after surgery). A seed-to-voxel analysis was performed, and the following three statistical analyses were conducted: (i) FC comparisons between preoperative CM and HC; (ii) correlation analysis between preoperative FCs and clinical scores; and (iii) postoperative FC changes in CM. Our analyses identified three FCs between the visual cortex and the right superior frontal gyrus based on the conjunction of the first two analyses [(i) and (ii)]. These FCs may act as potential biomarkers for postoperative gain in the 10-second test and might be sufficient to provide a prediction formula for potential recovery. Our findings provide preliminary evidence supporting the possibility of novel predictive measures for neurological recovery in CM using rs-fMRI. Nature Publishing Group UK 2019-07-18 /pmc/articles/PMC6639260/ /pubmed/31320690 http://dx.doi.org/10.1038/s41598-019-46859-5 Text en © The Author(s) 2019 Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/. |
spellingShingle | Article Takenaka, Shota Kan, Shigeyuki Seymour, Ben Makino, Takahiro Sakai, Yusuke Kushioka, Junichi Tanaka, Hisashi Watanabe, Yoshiyuki Shibata, Masahiko Yoshikawa, Hideki Kaito, Takashi Towards prognostic functional brain biomarkers for cervical myelopathy: A resting-state fMRI study |
title | Towards prognostic functional brain biomarkers for cervical myelopathy: A resting-state fMRI study |
title_full | Towards prognostic functional brain biomarkers for cervical myelopathy: A resting-state fMRI study |
title_fullStr | Towards prognostic functional brain biomarkers for cervical myelopathy: A resting-state fMRI study |
title_full_unstemmed | Towards prognostic functional brain biomarkers for cervical myelopathy: A resting-state fMRI study |
title_short | Towards prognostic functional brain biomarkers for cervical myelopathy: A resting-state fMRI study |
title_sort | towards prognostic functional brain biomarkers for cervical myelopathy: a resting-state fmri study |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6639260/ https://www.ncbi.nlm.nih.gov/pubmed/31320690 http://dx.doi.org/10.1038/s41598-019-46859-5 |
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