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Romero-Molina AO, Ramirez-Garcia G, Chirino-Perez A, Fuentes-Zavaleta DA, Hernandez-Castillo CR, Marrufo-Melendez O, Lopez-Gonzalez D, Rodriguez-Rodriguez M, Castorena-Maldonado A, Rodriguez-Agudelo Y, Paz-Rodriguez F, Chavez-Oliveros M, Lozano-Tovar S, Gutierrez-Romero A, Arauz-Gongora A, Garcia-Santos RA, Fernandez-Ruiz J. SARS-CoV-2's brain impact: revealing cortical and cerebellar differences via cluster analysis in COVID-19 recovered patients. Neurol Sci 2024; 45:837-848. [PMID: 38172414 DOI: 10.1007/s10072-023-07266-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/12/2023] [Accepted: 12/12/2023] [Indexed: 01/05/2024]
Abstract
BACKGROUND COVID-19 is a disease known for its neurological involvement. SARS-CoV-2 infection triggers neuroinflammation, which could significantly contribute to the development of long-term neurological symptoms and structural alterations in the gray matter. However, the existence of a consistent pattern of cerebral atrophy remains uncertain. OBJECTIVE Our study aimed to identify patterns of brain involvement in recovered COVID-19 patients and explore potential relationships with clinical variables during hospitalization. METHODOLOGY In this study, we included 39 recovered patients and 39 controls from a pre-pandemic database to ensure their non-exposure to the virus. We obtained clinical data of the patients during hospitalization, and 3 months later; in addition we obtained T1-weighted magnetic resonance images and performed standard screening cognitive tests. RESULTS We identified two groups of recovered patients based on a cluster analysis of the significant cortical thickness differences between patients and controls. Group 1 displayed significant cortical thickness differences in specific cerebral regions, while Group 2 exhibited significant differences in the cerebellum, though neither group showed cognitive deterioration at the group level. Notably, Group 1 showed a tendency of higher D-dimer values during hospitalization compared to Group 2, prior to p-value correction. CONCLUSION This data-driven division into two groups based on the brain structural differences, and the possible link to D-dimer values may provide insights into the underlying mechanisms of SARS-COV-2 neurological disruption and its impact on the brain during and after recovery from the disease.
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Affiliation(s)
- Angel Omar Romero-Molina
- Instituto de Neuroetologia, Universidad Veracruzana, Xalapa, Veracruz, Mexico
- Laboratorio de Neuropsicologia, Facultad de Medicina, Universidad Nacional Autonoma de Mexico, Mexico City, Mexico
| | - Gabriel Ramirez-Garcia
- Laboratorio de Neuropsicologia, Facultad de Medicina, Universidad Nacional Autonoma de Mexico, Mexico City, Mexico
| | - Amanda Chirino-Perez
- Laboratorio de Neuropsicologia, Facultad de Medicina, Universidad Nacional Autonoma de Mexico, Mexico City, Mexico
| | | | | | | | | | | | | | | | | | | | | | | | | | | | - Juan Fernandez-Ruiz
- Instituto de Neuroetologia, Universidad Veracruzana, Xalapa, Veracruz, Mexico.
- Laboratorio de Neuropsicologia, Facultad de Medicina, Universidad Nacional Autonoma de Mexico, Mexico City, Mexico.
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Rodriguez-Violante M, Arciniega-Martinez G, Jorge de Sarachaga A, Rodriguez-Agudelo Y, Cervantes-Arriaga A, Chavez-Oliveros M. Visuospatial, visuoconstructive and visuoperceptive functioning in patients with Parkinson's disease. Parkinsonism Relat Disord 2016. [DOI: 10.1016/j.parkreldis.2015.10.069] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/22/2022]
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