Longitudinal changes in global structural brain connectivity and cognitive performance in former hospitalized COVID-19 survivors : an exploratory study
- Author
- B. Tassignon, A. Radwan, J. Blommaert, L. Stas, S. D. Allard, F. De Ridder, E. De Waele, L. C. Bulnes, N. Hoornaert, P. Lacor, E. Lathouwers, R. Mertens, M. Naeyaert, H. Raeymaekers, L. Seyler, A. M. Van Binst, L. Van Imschoot, L. Van Liedekerke, J. Van Schependom, P. Van Schuerbeek, Marie Vandekerckhove (UGent) , R. Meeusen, S. Sunaert, G. Nagels, J. De Mey and K. De Pauw
- Organization
- Abstract
- Background: Long-term sequelae of COVID-19 can result in reduced functionality of the central nervous system and substandard quality of life. Gaining insight into the recovery trajectory of admitted COVID-19 patients on their cognitive performance and global structural brain connectivity may allow a better understanding of the diseases' relevance. Objectives: To assess whole-brain structural connectivity in former non-intensive-care unit (ICU)- and ICU-admitted COVID-19 survivors over 2 months following hospital discharge and correlate structural connectivity measures to cognitive performance. Methods: Participants underwent Magnetic Resonance Imaging brain scans and a cognitive test battery after hospital discharge to evaluate structural connectivity and cognitive performance. Multilevel models were constructed for each graph measure and cognitive test, assessing the groups' influence, time since discharge, and interactions. Linear regression models estimated whether the graph measurements affected cognitive measures and whether they differed between ICU and non-ICU patients. Results: Six former ICU and six non-ICU patients completed the study. Across the various graph measures, the characteristic path length decreased over time (beta = 0.97, p = 0.006). We detected no group-level effects (beta = 1.07, p = 0.442) nor interaction effects (beta = 1.02, p = 0.220). Cognitive performance improved for both non-ICU and ICU COVID-19 survivors on four out of seven cognitive tests 2 months later (p < 0.05). Conclusion: Adverse effects of COVID-19 on brain functioning and structure abate over time. These results should be supported by future research including larger sample sizes, matched control groups of healthy non-infected individuals, and more extended follow-up periods.
- Keywords
- Magnetic resonance imaging, Recovery, SARS-CoV-2, DIFFUSION MRI, RISK-TAKING, FMRI, SEGMENTATION, SIMILARITY, NETWORK
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Please use this url to cite or link to this publication: http://hdl.handle.net/1854/LU-01GYC5FTGHS9W03X45BPREYC4J
- MLA
- Tassignon, B., et al. “Longitudinal Changes in Global Structural Brain Connectivity and Cognitive Performance in Former Hospitalized COVID-19 Survivors : An Exploratory Study.” EXPERIMENTAL BRAIN RESEARCH, vol. 241, no. 3, 2023, pp. 727–41, doi:10.1007/s00221-023-06545-5.
- APA
- Tassignon, B., Radwan, A., Blommaert, J., Stas, L., Allard, S. D., De Ridder, F., … De Pauw, K. (2023). Longitudinal changes in global structural brain connectivity and cognitive performance in former hospitalized COVID-19 survivors : an exploratory study. EXPERIMENTAL BRAIN RESEARCH, 241(3), 727–741. https://doi.org/10.1007/s00221-023-06545-5
- Chicago author-date
- Tassignon, B., A. Radwan, J. Blommaert, L. Stas, S. D. Allard, F. De Ridder, E. De Waele, et al. 2023. “Longitudinal Changes in Global Structural Brain Connectivity and Cognitive Performance in Former Hospitalized COVID-19 Survivors : An Exploratory Study.” EXPERIMENTAL BRAIN RESEARCH 241 (3): 727–41. https://doi.org/10.1007/s00221-023-06545-5.
- Chicago author-date (all authors)
- Tassignon, B., A. Radwan, J. Blommaert, L. Stas, S. D. Allard, F. De Ridder, E. De Waele, L. C. Bulnes, N. Hoornaert, P. Lacor, E. Lathouwers, R. Mertens, M. Naeyaert, H. Raeymaekers, L. Seyler, A. M. Van Binst, L. Van Imschoot, L. Van Liedekerke, J. Van Schependom, P. Van Schuerbeek, Marie Vandekerckhove, R. Meeusen, S. Sunaert, G. Nagels, J. De Mey, and K. De Pauw. 2023. “Longitudinal Changes in Global Structural Brain Connectivity and Cognitive Performance in Former Hospitalized COVID-19 Survivors : An Exploratory Study.” EXPERIMENTAL BRAIN RESEARCH 241 (3): 727–741. doi:10.1007/s00221-023-06545-5.
- Vancouver
- 1.Tassignon B, Radwan A, Blommaert J, Stas L, Allard SD, De Ridder F, et al. Longitudinal changes in global structural brain connectivity and cognitive performance in former hospitalized COVID-19 survivors : an exploratory study. EXPERIMENTAL BRAIN RESEARCH. 2023;241(3):727–41.
- IEEE
- [1]B. Tassignon et al., “Longitudinal changes in global structural brain connectivity and cognitive performance in former hospitalized COVID-19 survivors : an exploratory study,” EXPERIMENTAL BRAIN RESEARCH, vol. 241, no. 3, pp. 727–741, 2023.
@article{01GYC5FTGHS9W03X45BPREYC4J, abstract = {{Background: Long-term sequelae of COVID-19 can result in reduced functionality of the central nervous system and substandard quality of life. Gaining insight into the recovery trajectory of admitted COVID-19 patients on their cognitive performance and global structural brain connectivity may allow a better understanding of the diseases' relevance. Objectives: To assess whole-brain structural connectivity in former non-intensive-care unit (ICU)- and ICU-admitted COVID-19 survivors over 2 months following hospital discharge and correlate structural connectivity measures to cognitive performance. Methods: Participants underwent Magnetic Resonance Imaging brain scans and a cognitive test battery after hospital discharge to evaluate structural connectivity and cognitive performance. Multilevel models were constructed for each graph measure and cognitive test, assessing the groups' influence, time since discharge, and interactions. Linear regression models estimated whether the graph measurements affected cognitive measures and whether they differed between ICU and non-ICU patients. Results: Six former ICU and six non-ICU patients completed the study. Across the various graph measures, the characteristic path length decreased over time (beta = 0.97, p = 0.006). We detected no group-level effects (beta = 1.07, p = 0.442) nor interaction effects (beta = 1.02, p = 0.220). Cognitive performance improved for both non-ICU and ICU COVID-19 survivors on four out of seven cognitive tests 2 months later (p < 0.05). Conclusion: Adverse effects of COVID-19 on brain functioning and structure abate over time. These results should be supported by future research including larger sample sizes, matched control groups of healthy non-infected individuals, and more extended follow-up periods.}}, author = {{Tassignon, B. and Radwan, A. and Blommaert, J. and Stas, L. and Allard, S. D. and De Ridder, F. and De Waele, E. and Bulnes, L. C. and Hoornaert, N. and Lacor, P. and Lathouwers, E. and Mertens, R. and Naeyaert, M. and Raeymaekers, H. and Seyler, L. and Van Binst, A. M. and Van Imschoot, L. and Van Liedekerke, L. and Van Schependom, J. and Van Schuerbeek, P. and Vandekerckhove, Marie and Meeusen, R. and Sunaert, S. and Nagels, G. and De Mey, J. and De Pauw, K.}}, issn = {{0014-4819}}, journal = {{EXPERIMENTAL BRAIN RESEARCH}}, keywords = {{Magnetic resonance imaging,Recovery,SARS-CoV-2,DIFFUSION MRI,RISK-TAKING,FMRI,SEGMENTATION,SIMILARITY,NETWORK}}, language = {{eng}}, number = {{3}}, pages = {{727--741}}, title = {{Longitudinal changes in global structural brain connectivity and cognitive performance in former hospitalized COVID-19 survivors : an exploratory study}}, url = {{http://doi.org/10.1007/s00221-023-06545-5}}, volume = {{241}}, year = {{2023}}, }
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