A cross-sectional case–control study on the structural connectome in recovered hospitalized COVID-19 patients

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作者
Elke Lathouwers
Ahmed Radwan
Jeroen Blommaert
Lara Stas
Bruno Tassignon
Sabine D. Allard
Filip De Ridder
Elisabeth De Waele
Nicole Hoornaert
Patrick Lacor
Rembert Mertens
Maarten Naeyaert
Hubert Raeymaekers
Lucie Seyler
Anne-Marie Vanbinst
Lien Van Liedekerke
Jeroen Van Schependom
Peter Van Schuerbeek
Steven Provyn
Bart Roelands
Marie Vandekerckhove
Romain Meeusen
Stefan Sunaert
Guy Nagels
Johan De Mey
Kevin De Pauw
机构
[1] Vrije Universiteit Brussel,Human Physiology and Sports Physiotherapy Research Group
[2] Vrije Universiteit Brussel,BruBotics
[3] Vrije Universiteit Brussel,Strategic Research Program ‘Exercise and the Brain in Health & Disease: The Added Value of Human
[4] UZ Brussel,Centered Robotics’
[5] Vrije Universiteit Brussel,Department of Radiology and Magnetic Resonance
[6] KU Leuven,Artificial Intelligence and Modelling in Clinical Science
[7] UZ Leuven,Department of Imaging and Pathology, Translational MRI
[8] KU Leuven,Department of Radiology
[9] Vrije Universiteit Brussel,Department of Oncology
[10] Vrije Universiteit Brussel,Biostatistics and Medical Informatics Research Group, Faculty of Medicine and Pharmacy, Department of Public Health
[11] Vrije Universiteit Brussel,Core Facility
[12] UZ Brussel,Support for Quantitative and Qualitative Research (SQUARE)
[13] Vrije Universiteit Brussel,Department of Electronics and Informatics (ETRO)
[14] UZ Brussel,Infectious Diseases Unit, Department of Internal Medicine
[15] Vrije Universiteit Brussel,Department of Anatomical Research and Clinical Studies (ARCS)
[16] Vrije Universiteit Brussel,Intensive Care Unit
[17] University of Ghent,Faculty of Psychology and Educational Sciences
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摘要
COVID-19 can induce neurological sequelae, negatively affecting the quality of life. Unravelling this illness's impact on structural brain connectivity, white-matter microstructure (WMM), and cognitive performance may help elucidate its implications. This cross-sectional study aimed to investigate differences in these factors between former hospitalised COVID-19 patients (COV) and healthy controls. Group differences in structural brain connectivity were explored using Welch-two sample t-tests and two-sample Mann–Whitney U tests. Multivariate linear models were constructed (one per region) to examine fixel-based group differences. Differences in cognitive performance between groups were investigated using Wilcoxon Rank Sum tests. Possible effects of bundle-specific FD measures on cognitive performance were explored using a two-group path model. No differences in whole-brain structural organisation were found. Bundle-specific metrics showed reduced fiber density (p = 0.012, Hedges’ g = 0.884) and fiber density cross-section (p = 0.007, Hedges’ g = 0.945) in the motor segment of the corpus callosum in COV compared to healthy controls. Cognitive performance on the motor praxis and digit symbol substitution tests was worse in COV than healthy controls (p < 0.001, r = 0.688; p = 0.013, r = 422, respectively). Associations between the cognitive performance and bundle-specific FD measures differed significantly between groups. WMM and cognitive performance differences were observed between COV and healthy controls.
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