SARS-CoV-2’s brain impact: revealing cortical and cerebellar differences via cluster analysis in COVID-19 recovered patients

Angel Omar Romero-Molina,Gabriel Ramirez-Garcia, Amanda Chirino-Perez, David Alejandro Fuentes-Zavaleta,Carlos Roberto Hernandez-Castillo, Oscar Marrufo-Melendez, Diana Lopez-Gonzalez, Mónica Rodriguez-Rodriguez, Armando Castorena-Maldonado, Yaneth Rodriguez-Agudelo,Francisco Paz-Rodriguez, Mireya Chavez-Oliveros, Susana Lozano-Tovar, Alonso Gutierrez-Romero, Antonio Arauz-Gongora, Raul Anwar Garcia-Santos,Juan Fernandez-Ruiz

Neurological Sciences(2024)

引用 0|浏览0
暂无评分
摘要
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.
更多
查看译文
关键词
COVID-19,Cortical thickness,Inflammatory markers,Cognitive performance,Cluster analysis
AI 理解论文
溯源树
样例
生成溯源树,研究论文发展脉络
Chat Paper
正在生成论文摘要