Frontiers in Neuroscience (Mar 2022)
Alteration in the Functional Organization of the Default Mode Network Following Closed Non-severe Traumatic Brain Injury
- Muhammad Riddha Abdul Rahman,
- Muhammad Riddha Abdul Rahman,
- Muhammad Riddha Abdul Rahman,
- Aini Ismafairus Abd Hamid,
- Aini Ismafairus Abd Hamid,
- Aini Ismafairus Abd Hamid,
- Nor Azila Noh,
- Hazim Omar,
- Hazim Omar,
- Hazim Omar,
- Wen Jia Chai,
- Wen Jia Chai,
- Zamzuri Idris,
- Zamzuri Idris,
- Zamzuri Idris,
- Asma Hayati Ahmad,
- Diana Noma Fitzrol,
- Diana Noma Fitzrol,
- Diana Noma Fitzrol,
- Ab. Rahman Izaini Ghani Ab. Ghani,
- Ab. Rahman Izaini Ghani Ab. Ghani,
- Ab. Rahman Izaini Ghani Ab. Ghani,
- Wan Nor Azlen Wan Mohamad,
- Wan Nor Azlen Wan Mohamad,
- Wan Nor Azlen Wan Mohamad,
- Mohamed Faiz Mohamed Mustafar,
- Mohamed Faiz Mohamed Mustafar,
- Mohamed Faiz Mohamed Mustafar,
- Muhammad Hafiz Hanafi,
- Muhammad Hafiz Hanafi,
- Muhammad Hafiz Hanafi,
- Mohamed Faruque Reza,
- Mohamed Faruque Reza,
- Mohamed Faruque Reza,
- Hafidah Umar,
- Hafidah Umar,
- Hafidah Umar,
- Mohd Faizal Mohd Zulkifly,
- Mohd Faizal Mohd Zulkifly,
- Mohd Faizal Mohd Zulkifly,
- Song Yee Ang,
- Song Yee Ang,
- Song Yee Ang,
- Zaitun Zakaria,
- Zaitun Zakaria,
- Zaitun Zakaria,
- Kamarul Imran Musa,
- Azizah Othman,
- Zunaina Embong,
- Nur Asma Sapiai,
- Regunath Kandasamy,
- Haidi Ibrahim,
- Mohd Zaid Abdullah,
- Kannapha Amaruchkul,
- Pedro Valdes-Sosa,
- Pedro Valdes-Sosa,
- Maria Luisa-Bringas,
- Maria Luisa-Bringas,
- Bharat Biswal,
- Jitkomut Songsiri,
- Hamwira Sakti Yaacob,
- Putra Sumari,
- Paramjit Singh Jamir Singh,
- Azlinda Azman,
- Jafri Malin Abdullah,
- Jafri Malin Abdullah,
- Jafri Malin Abdullah
Affiliations
- Muhammad Riddha Abdul Rahman
- Department of Neurosciences, School of Medical Sciences, Universiti Sains Malaysia, Kota Bharu, Malaysia
- Muhammad Riddha Abdul Rahman
- School of Medical Imaging, Faculty of Health Sciences, Universiti Sultan Zainal Abidin, Kuala Nerus, Malaysia
- Muhammad Riddha Abdul Rahman
- Brain and Behavior Cluster, School of Medical Sciences, Universiti Sains Malaysia, Kota Bharu, Malaysia
- Aini Ismafairus Abd Hamid
- Department of Neurosciences, School of Medical Sciences, Universiti Sains Malaysia, Kota Bharu, Malaysia
- Aini Ismafairus Abd Hamid
- Brain and Behavior Cluster, School of Medical Sciences, Universiti Sains Malaysia, Kota Bharu, Malaysia
- Aini Ismafairus Abd Hamid
- Hospital Universiti Sains Malaysia, Universiti Sains Malaysia, Kota Bharu, Malaysia
- Nor Azila Noh
- Faculty of Medicine and Health Sciences, Universiti Sains Islam Malaysia, Nilai, Malaysia
- Hazim Omar
- Department of Neurosciences, School of Medical Sciences, Universiti Sains Malaysia, Kota Bharu, Malaysia
- Hazim Omar
- Brain and Behavior Cluster, School of Medical Sciences, Universiti Sains Malaysia, Kota Bharu, Malaysia
- Hazim Omar
- Hospital Universiti Sains Malaysia, Universiti Sains Malaysia, Kota Bharu, Malaysia
- Wen Jia Chai
- Department of Neurosciences, School of Medical Sciences, Universiti Sains Malaysia, Kota Bharu, Malaysia
- Wen Jia Chai
- Brain and Behavior Cluster, School of Medical Sciences, Universiti Sains Malaysia, Kota Bharu, Malaysia
- Zamzuri Idris
- Department of Neurosciences, School of Medical Sciences, Universiti Sains Malaysia, Kota Bharu, Malaysia
- Zamzuri Idris
- Brain and Behavior Cluster, School of Medical Sciences, Universiti Sains Malaysia, Kota Bharu, Malaysia
- Zamzuri Idris
- Hospital Universiti Sains Malaysia, Universiti Sains Malaysia, Kota Bharu, Malaysia
- Asma Hayati Ahmad
- Department of Physiology, School of Medical Sciences, Universiti Sains Malaysia, Kota Bharu, Malaysia
- Diana Noma Fitzrol
- Department of Neurosciences, School of Medical Sciences, Universiti Sains Malaysia, Kota Bharu, Malaysia
- Diana Noma Fitzrol
- Brain and Behavior Cluster, School of Medical Sciences, Universiti Sains Malaysia, Kota Bharu, Malaysia
- Diana Noma Fitzrol
- Hospital Universiti Sains Malaysia, Universiti Sains Malaysia, Kota Bharu, Malaysia
- Ab. Rahman Izaini Ghani Ab. Ghani
- Department of Neurosciences, School of Medical Sciences, Universiti Sains Malaysia, Kota Bharu, Malaysia
- Ab. Rahman Izaini Ghani Ab. Ghani
- Brain and Behavior Cluster, School of Medical Sciences, Universiti Sains Malaysia, Kota Bharu, Malaysia
- Ab. Rahman Izaini Ghani Ab. Ghani
- Hospital Universiti Sains Malaysia, Universiti Sains Malaysia, Kota Bharu, Malaysia
- Wan Nor Azlen Wan Mohamad
- Department of Neurosciences, School of Medical Sciences, Universiti Sains Malaysia, Kota Bharu, Malaysia
- Wan Nor Azlen Wan Mohamad
- Brain and Behavior Cluster, School of Medical Sciences, Universiti Sains Malaysia, Kota Bharu, Malaysia
- Wan Nor Azlen Wan Mohamad
- Hospital Universiti Sains Malaysia, Universiti Sains Malaysia, Kota Bharu, Malaysia
- Mohamed Faiz Mohamed Mustafar
- Department of Neurosciences, School of Medical Sciences, Universiti Sains Malaysia, Kota Bharu, Malaysia
- Mohamed Faiz Mohamed Mustafar
- Brain and Behavior Cluster, School of Medical Sciences, Universiti Sains Malaysia, Kota Bharu, Malaysia
- Mohamed Faiz Mohamed Mustafar
- Hospital Universiti Sains Malaysia, Universiti Sains Malaysia, Kota Bharu, Malaysia
- Muhammad Hafiz Hanafi
- Department of Neurosciences, School of Medical Sciences, Universiti Sains Malaysia, Kota Bharu, Malaysia
- Muhammad Hafiz Hanafi
- Brain and Behavior Cluster, School of Medical Sciences, Universiti Sains Malaysia, Kota Bharu, Malaysia
- Muhammad Hafiz Hanafi
- Hospital Universiti Sains Malaysia, Universiti Sains Malaysia, Kota Bharu, Malaysia
- Mohamed Faruque Reza
- Department of Neurosciences, School of Medical Sciences, Universiti Sains Malaysia, Kota Bharu, Malaysia
- Mohamed Faruque Reza
- Brain and Behavior Cluster, School of Medical Sciences, Universiti Sains Malaysia, Kota Bharu, Malaysia
- Mohamed Faruque Reza
- Hospital Universiti Sains Malaysia, Universiti Sains Malaysia, Kota Bharu, Malaysia
- Hafidah Umar
- Department of Neurosciences, School of Medical Sciences, Universiti Sains Malaysia, Kota Bharu, Malaysia
- Hafidah Umar
- Brain and Behavior Cluster, School of Medical Sciences, Universiti Sains Malaysia, Kota Bharu, Malaysia
- Hafidah Umar
- Hospital Universiti Sains Malaysia, Universiti Sains Malaysia, Kota Bharu, Malaysia
- Mohd Faizal Mohd Zulkifly
- Department of Neurosciences, School of Medical Sciences, Universiti Sains Malaysia, Kota Bharu, Malaysia
- Mohd Faizal Mohd Zulkifly
- Brain and Behavior Cluster, School of Medical Sciences, Universiti Sains Malaysia, Kota Bharu, Malaysia
- Mohd Faizal Mohd Zulkifly
- Hospital Universiti Sains Malaysia, Universiti Sains Malaysia, Kota Bharu, Malaysia
- Song Yee Ang
- Department of Neurosciences, School of Medical Sciences, Universiti Sains Malaysia, Kota Bharu, Malaysia
- Song Yee Ang
- Brain and Behavior Cluster, School of Medical Sciences, Universiti Sains Malaysia, Kota Bharu, Malaysia
- Song Yee Ang
- Hospital Universiti Sains Malaysia, Universiti Sains Malaysia, Kota Bharu, Malaysia
- Zaitun Zakaria
- Department of Neurosciences, School of Medical Sciences, Universiti Sains Malaysia, Kota Bharu, Malaysia
- Zaitun Zakaria
- Brain and Behavior Cluster, School of Medical Sciences, Universiti Sains Malaysia, Kota Bharu, Malaysia
- Zaitun Zakaria
- Hospital Universiti Sains Malaysia, Universiti Sains Malaysia, Kota Bharu, Malaysia
- Kamarul Imran Musa
- Department of Community Medicine, School of Medical Sciences, Universiti Sains Malaysia, Kota Bharu, Malaysia
- Azizah Othman
- Department of Paediatrics, School of Medical Sciences, Universiti Sains Malaysia, Kota Bharu, Malaysia
- Zunaina Embong
- Department of Ophthalmology, School of Medical Sciences, Universiti Sains Malaysia, Kota Bharu, Malaysia
- Nur Asma Sapiai
- 0Department of Radiology, School of Medical Sciences, Universiti Sains Malaysia, Kota Bharu, Malaysia
- Regunath Kandasamy
- 1Gleneagles Hospital Kuala Lumpur, Kuala Lumpur, Malaysia
- Haidi Ibrahim
- 2School of Electrical and Electronic Engineering, Universiti Sains Malaysia, Nibong Tebal, Malaysia
- Mohd Zaid Abdullah
- 2School of Electrical and Electronic Engineering, Universiti Sains Malaysia, Nibong Tebal, Malaysia
- Kannapha Amaruchkul
- 3Graduate School of Applied Statistics, National Institute of Development Administration (NIDA), Bangkok, Thailand
- Pedro Valdes-Sosa
- 4The Clinical Hospital of Chengdu Brain Science Institute, MOE Key Lab for Neuroinformation, University of Electronic Science and Technology of China, Chengdu, China
- Pedro Valdes-Sosa
- 5The Cuban Neurosciences Center, Havana, Cuba
- Maria Luisa-Bringas
- 4The Clinical Hospital of Chengdu Brain Science Institute, MOE Key Lab for Neuroinformation, University of Electronic Science and Technology of China, Chengdu, China
- Maria Luisa-Bringas
- 5The Cuban Neurosciences Center, Havana, Cuba
- Bharat Biswal
- 6Department of Biomedical Engineering, New Jersey Institute of Technology, Newark, NJ, United States
- Jitkomut Songsiri
- 7EE410 Control Systems Laboratory, Department of Electrical Engineering, Faculty of Engineering, Chulalongkorn University, Bangkok, Thailand
- Hamwira Sakti Yaacob
- 8Department of Computer Science, Kulliyah of Information and Communication Technology, International Islamic University Malaysia, Kuala Lumpur, Malaysia
- Putra Sumari
- 9School of Computer Sciences, Universiti Sains Malaysia, Gelugor, Malaysia
- Paramjit Singh Jamir Singh
- 0School of Social Sciences, Universiti Sains Malaysia, Gelugor, Malaysia
- Azlinda Azman
- 0School of Social Sciences, Universiti Sains Malaysia, Gelugor, Malaysia
- Jafri Malin Abdullah
- Department of Neurosciences, School of Medical Sciences, Universiti Sains Malaysia, Kota Bharu, Malaysia
- Jafri Malin Abdullah
- Brain and Behavior Cluster, School of Medical Sciences, Universiti Sains Malaysia, Kota Bharu, Malaysia
- Jafri Malin Abdullah
- Hospital Universiti Sains Malaysia, Universiti Sains Malaysia, Kota Bharu, Malaysia
- DOI
- https://doi.org/10.3389/fnins.2022.833320
- Journal volume & issue
-
Vol. 16
Abstract
The debilitating effect of traumatic brain injury (TBI) extends years after the initial injury and hampers the recovery process and quality of life. In this study, we explore the functional reorganization of the default mode network (DMN) of those affected with non-severe TBI. Traumatic brain injury (TBI) is a wide-spectrum disease that has heterogeneous effects on its victims and impacts everyday functioning. The functional disruption of the default mode network (DMN) after TBI has been established, but its link to causal effective connectivity remains to be explored. This study investigated the differences in the DMN between healthy participants and mild and moderate TBI, in terms of functional and effective connectivity using resting-state functional magnetic resonance imaging (fMRI). Nineteen non-severe TBI (mean age 30.84 ± 14.56) and twenty-two healthy (HC; mean age 27.23 ± 6.32) participants were recruited for this study. Resting-state fMRI data were obtained at the subacute phase (mean days 40.63 ± 10.14) and analyzed for functional activation and connectivity, independent component analysis, and effective connectivity within and between the DMN. Neuropsychological tests were also performed to assess the cognitive and memory domains. Compared to the HC, the TBI group exhibited lower activation in the thalamus, as well as significant functional hypoconnectivity between DMN and LN. Within the DMN nodes, decreased activations were detected in the left inferior parietal lobule, precuneus, and right superior frontal gyrus. Altered effective connectivities were also observed in the TBI group and were linked to the diminished activation in the left parietal region and precuneus. With regard to intra-DMN connectivity within the TBI group, positive correlations were found in verbal and visual memory with the language network, while a negative correlation was found in the cognitive domain with the visual network. Our results suggested that aberrant activities and functional connectivities within the DMN and with other RSNs were accompanied by the altered effective connectivities in the TBI group. These alterations were associated with impaired cognitive and memory domains in the TBI group, in particular within the language domain. These findings may provide insight for future TBI observational and interventional research.
Keywords
- default mode network
- traumatic brain injury
- functional connectivity
- effective connectivity
- neuropsychology