Discrete Neuroimaging Metrics for Identifying Structural Alterations in COVID-19-Related Brain Atrophy

Authors

  • Duniel Delgado-Castillo National Autonomous University of Mexico, Ciudad de México, Mexico
  • Eduardo Barbará-Morales Universidad Anáhuac Mayab, Mérida, Yucatán, Mexico; Universidad Politécnica de Yucatán, Mérida, Yucatán, Mexico https://orcid.org/0000-0001-6696-7618
  • Nidiyare Hevia-Montiel Universidad Nacional Autónoma de México, Mérida, Yucatán, Mexico https://orcid.org/0000-0003-4238-7496
  • Fernando Arámbula-Cosío Universidad Nacional Autónoma de México, Mérida, Yucatán, Mexico
  • Didier Torres-Guzmán National Autonomous University of Mexico, Ciudad de México, Mexico https://orcid.org/0000-0003-4545-6880

DOI:

https://doi.org/10.3991/ijoe.v21i13.56605

Keywords:

COVID-19, Discrete tortuosity, Discrete compactness, Morphological biomarkers

Abstract


Several studies have evidenced the effects of SARS-CoV-2 on the central nervous system. In some cases, neurological symptoms have manifested with medium- to long-term persistence, suggesting the presence of brain damage. Our objective is to evaluate discrete tortuosity (Td) and discrete compactness (Cd) as potential imaging biomarkers to quantify atrophic alterations caused by the pathology in various cerebral structures. T1-weighted magnetic resonance images were utilized to compare brain morphologies between 316 recovered COVID-19 patients and 316 matched controls, all over 60 years old. Morphological biomarkers, including Td, Cd, volume (V), and mean cortical thickness (Mct), were then applied to assess structural changes in different brain regions. Compared to controls, results for the COVID-19 patients showed a statistically significant (p < 0.05) increase in Td and a decrease in Cd within the left cerebral cortex, left temporal lobe, left lateral orbitofrontal cortex, and left superior temporal gyrus, while the V and Mct metrics showed non-significant reductions in the same structures. A statistically significant decrease in Mct was observed in the right frontal lobe and left inferior temporal gyrus. Our results showed an increase in cortical gray matter atrophy in COVID-19 patients, potentially linked to neurodegenerative processes, with a greater prevalence in the left hemisphere. These findings suggest that Td and Cd are sensitive metrics for detecting subtle atrophic changes and may complement traditional measures, which could enhance the assessment of SARS-CoV-2-associated brain alterations.

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Published

2025-11-14

How to Cite

Delgado-Castillo, D., Barbará-Morales, E., Hevia-Montiel, N., Arámbula-Cosío, F., & Torres-Guzmán, D. (2025). Discrete Neuroimaging Metrics for Identifying Structural Alterations in COVID-19-Related Brain Atrophy. International Journal of Online and Biomedical Engineering (iJOE), 21(13), pp. 97–112. https://doi.org/10.3991/ijoe.v21i13.56605

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Papers