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2019 | OriginalPaper | Chapter

Functional Connectivity Analysis After SCI—A FMRI Study

Authors : Mainda Q. S. A. Almeida, Mariana C. Melo, Dhainner R. Macedo, Gabriela Dyonisio, Eduardo D. Carvalho, Alcimar B. Soares

Published in: XXVI Brazilian Congress on Biomedical Engineering

Publisher: Springer Singapore

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Abstract

This study explored the differences in the functional connectivity after spinal cord injury (SCI). We studied 04 SCI subjects and 04 healthy non-SCI controls. All participants underwent structural and functional MRI on a 1.5-T magnetic resonance system while executing specific motor related tasks. Functional connectivity (FC) analysis was performed using SEED-to-Voxel correlation. The supplementary motor area and the precentral and postcentral gyri were chosen as references for FC evaluation. Results showed that the control group had additional reinforced connections in relation to the SCI group. In general, there was no reinforcement of connections in common regions between the groups. The areas whose connections were more strengthened for SCI were usually related to attention and concentration, whereas for the control group reinforcement occurred more expressively in regions directly related to the execution, planning and motor control. The results found in our study support that SCI causes a great impact in the cortical reorganization, especially in motor related regions.

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Literature
1.
go back to reference Nardone, R., Höller, Y., Brigo, F., Seidl, M., Christova, M., Bergmann, J., Golaszewski, S., Trinka, E.: Functional brain reorganization after spinal cord injury: Systematic review of animal and human studies. Brain Res. 1504, 58–73 (2013)CrossRef Nardone, R., Höller, Y., Brigo, F., Seidl, M., Christova, M., Bergmann, J., Golaszewski, S., Trinka, E.: Functional brain reorganization after spinal cord injury: Systematic review of animal and human studies. Brain Res. 1504, 58–73 (2013)CrossRef
2.
go back to reference Jazayeri, S.B., Beygi, S., Shokraneh, F., Hagen, E.M., Rahimi-Movagar, V.: Incidence of traumatic spinal cord injury worldwide: a systematic review. Eur. Spin. J. 24, 905–918 (2015)CrossRef Jazayeri, S.B., Beygi, S., Shokraneh, F., Hagen, E.M., Rahimi-Movagar, V.: Incidence of traumatic spinal cord injury worldwide: a systematic review. Eur. Spin. J. 24, 905–918 (2015)CrossRef
3.
go back to reference Athanasiou, A., Klados, M.A., Pandria, N., Foroglou, N., Kavazidi, K.R., Polyzoidis, K., Bamidis, P.D.: A Systematic Review of Investigations into Functional Brain Connectivity Following Spinal Cord Injury. Front. Hum. Neurosci. 11, 1–9 (2017)CrossRef Athanasiou, A., Klados, M.A., Pandria, N., Foroglou, N., Kavazidi, K.R., Polyzoidis, K., Bamidis, P.D.: A Systematic Review of Investigations into Functional Brain Connectivity Following Spinal Cord Injury. Front. Hum. Neurosci. 11, 1–9 (2017)CrossRef
4.
go back to reference Hou, J.-M., Sun, T.-S., Xiang, Z.-M., Zhang, J.-Z., Zhang, Z.-C., Zhao, M., Zhong, J.-F., Liu, J., Zhang, H., Liu, H.-L., Yan, R.-B., Li, H.-T.: Alterations of resting-state regional and network-level neural function after acute spinal cord injury. Neuroscience 277, 446–454 (2014)CrossRef Hou, J.-M., Sun, T.-S., Xiang, Z.-M., Zhang, J.-Z., Zhang, Z.-C., Zhao, M., Zhong, J.-F., Liu, J., Zhang, H., Liu, H.-L., Yan, R.-B., Li, H.-T.: Alterations of resting-state regional and network-level neural function after acute spinal cord injury. Neuroscience 277, 446–454 (2014)CrossRef
6.
go back to reference Hou, J., Xiang, Z., Yan, R., Zhao, M., Wu, Y., Zhong, J., Guo, L., Li, H., Wang, J., Wu, J., Sun, T., Liu, H.: Motor Recovery at 6 Months After Admission Is Related to Structural and Functional Reorganization of the Spine and Brain in Patients with Spinal Cord Injury. Hum. Brain Mapp. 37(6), 2195–2209 (2016)CrossRef Hou, J., Xiang, Z., Yan, R., Zhao, M., Wu, Y., Zhong, J., Guo, L., Li, H., Wang, J., Wu, J., Sun, T., Liu, H.: Motor Recovery at 6 Months After Admission Is Related to Structural and Functional Reorganization of the Spine and Brain in Patients with Spinal Cord Injury. Hum. Brain Mapp. 37(6), 2195–2209 (2016)CrossRef
7.
go back to reference Rogers, B.P., Morgan, V.L., Newton, A.T., Gore, J.C.: Assessing Functional Connectivity in the Human Brain by FMRI. Magn. Reson. Imaging 25(10), 1347–1357 (2007)CrossRef Rogers, B.P., Morgan, V.L., Newton, A.T., Gore, J.C.: Assessing Functional Connectivity in the Human Brain by FMRI. Magn. Reson. Imaging 25(10), 1347–1357 (2007)CrossRef
8.
go back to reference Kaushal, M., Oni-Orisan, A., Chen, G., Li, W., Leschke, J., Ward, B.D., Kalinosky, B., Budde, M.D., Schimit, B.D., Li, S.-J., Muqeet, V., Kurpad, S.N.: Evaluation of whole-brain resting-state functional connectivity in spinal cord injury–a large-scale network analysis using network-based statistic. J. Neurotrauma 34(6), 1278–1282 (2017)CrossRef Kaushal, M., Oni-Orisan, A., Chen, G., Li, W., Leschke, J., Ward, B.D., Kalinosky, B., Budde, M.D., Schimit, B.D., Li, S.-J., Muqeet, V., Kurpad, S.N.: Evaluation of whole-brain resting-state functional connectivity in spinal cord injury–a large-scale network analysis using network-based statistic. J. Neurotrauma 34(6), 1278–1282 (2017)CrossRef
9.
go back to reference Whitfield-Gabrieli, S., Nieto-Castanon, A.: Conn: A Functional Connectivity Toolbox for Correlated and Anticorrelated Brain Networks. Brain Connect. 2(3), 125–141 (2012)CrossRef Whitfield-Gabrieli, S., Nieto-Castanon, A.: Conn: A Functional Connectivity Toolbox for Correlated and Anticorrelated Brain Networks. Brain Connect. 2(3), 125–141 (2012)CrossRef
10.
go back to reference Friston, K.J., Worsley, K.J., Frackowiak, R.S.J., Mazziotta, J.C., Evans A.C.: Assessing the significance of focal activations using their spatial extent. Hum. Brain Mapp 1, 210–220 (1994) Friston, K.J., Worsley, K.J., Frackowiak, R.S.J., Mazziotta, J.C., Evans A.C.: Assessing the significance of focal activations using their spatial extent. Hum. Brain Mapp 1, 210–220 (1994)
11.
go back to reference Orr, J.M., Smolker, H.R., Banich, M.T.: Organization of the Human Frontal Pole Revealed by Large-Scale DTI-Based Connectivity: Implications for Control of Behavior. PLoS One 10(5), 1–23 (2015)CrossRef Orr, J.M., Smolker, H.R., Banich, M.T.: Organization of the Human Frontal Pole Revealed by Large-Scale DTI-Based Connectivity: Implications for Control of Behavior. PLoS One 10(5), 1–23 (2015)CrossRef
12.
go back to reference Seghier, M.L.: The Angular Gyrus: Multiple Functions and Multiple Subdivisions. Neuroscientist 19(1), 43–61 (2013)CrossRef Seghier, M.L.: The Angular Gyrus: Multiple Functions and Multiple Subdivisions. Neuroscientist 19(1), 43–61 (2013)CrossRef
13.
go back to reference Li, W., Qin, W., Liu, H., Fan, L., Wang, J., Jiang, T., Yu, C.: Subregions of the human superior frontal gyrus and their connections. Neuroimage 78, 46–58 (2013)CrossRef Li, W., Qin, W., Liu, H., Fan, L., Wang, J., Jiang, T., Yu, C.: Subregions of the human superior frontal gyrus and their connections. Neuroimage 78, 46–58 (2013)CrossRef
14.
go back to reference Grahn, J.A., Parkinson, J.A., Owen, A.M.: The cognitive functions of the caudate nucleus. Prog. Neurobiol. 86(3), 141–155 (2008)CrossRef Grahn, J.A., Parkinson, J.A., Owen, A.M.: The cognitive functions of the caudate nucleus. Prog. Neurobiol. 86(3), 141–155 (2008)CrossRef
15.
go back to reference Stigler, K.A., McDougle, C.J.: Chapter 3.1-Structural and Functional MRI Studies of Autism Spectrum Disorder. In: The Neuroscience of Autism Spectrum Disorders. Academic Press, San Diego (2013) Stigler, K.A., McDougle, C.J.: Chapter 3.1-Structural and Functional MRI Studies of Autism Spectrum Disorder. In: The Neuroscience of Autism Spectrum Disorders. Academic Press, San Diego (2013)
16.
go back to reference Ben-Shabat, E., Matyas, T.A., Pell, G.S., Brodtmann, A., Carey, L.M.: The Right Supramarginal Gyrus Is Important for Proprioception in Healthy and Stroke-Affected Participants: A Functional MRI Study. Front. Neurol. 6(248), 1–14 (2015) Ben-Shabat, E., Matyas, T.A., Pell, G.S., Brodtmann, A., Carey, L.M.: The Right Supramarginal Gyrus Is Important for Proprioception in Healthy and Stroke-Affected Participants: A Functional MRI Study. Front. Neurol. 6(248), 1–14 (2015)
Metadata
Title
Functional Connectivity Analysis After SCI—A FMRI Study
Authors
Mainda Q. S. A. Almeida
Mariana C. Melo
Dhainner R. Macedo
Gabriela Dyonisio
Eduardo D. Carvalho
Alcimar B. Soares
Copyright Year
2019
Publisher
Springer Singapore
DOI
https://doi.org/10.1007/978-981-13-2517-5_89