Related Experiment Video
Updated: Jan 7, 2026

A Metadata Extraction Approach for Clinical Case Reports to Enable Advanced Understanding of Biomedical Concepts
Published on: September 20, 2018
Clinical Manifestations
João Pedro Uglione Da Ros1, Lucas Uglione Da Ros2, Andrei Bieger3,4,5
1Universidade Luterana do Brazil, Canoas, RS, Brazil.
Background:
Neurological manifestations in individuals with Long COVID range from headaches to cognitive impairment and mental health issues. However, it remains unclear whether these individuals exhibit structural changes, functional changes, or both in the brain. In this study, we investigated the impact of Long COVID on mental health symptoms, cortical grey matter volume and thickness, and hippocampal volume in Brazilian individuals.
Method:
Individuals were divided into two groups based on Long COVID status: covid (symptoms of Long COVID) and control (No symptoms of Long COVID). Simultaneously, PHQ-9 and GAD-7 tests were applied on participants to evaluate severity of depression and generalized anxiety symptoms, respectively. Brain magnetic resonance imaging (MRI) of individuals presenting with Long COVID (n = 58) and of healthy control individuals (n = 21) were used for extracting volume and cortical thickness (CT) of regions of interest using FreeSurfer (v7.4.1). We performed an ANCOVA analysis and a linear regression to assess the difference between groups in PHQ-9, GAD-7, mean cortical thickness (CT), mean hippocampal volume, and total cortical grey matter volume. The data were corrected for age, sex, and years of formal education.
Result:
The Long Covid group presented significantly lower scores on PHQ-9 and GAD-7 than the control group (Beta = 6.20017 and 3.3105; p <0,001 and p <0,006, respectively). However, when comparing Long covid and control groups, we found no significant differences in the mean hippocampal volume (p = 0,831) and in the mean cortical grey matter volume (p = 0.193).
Conclusion:
These preliminary data indicate significant changes in mental health among individuals with Long Covid; however, these changes do not correspond to observable alterations in brain volume as seen in MRI scans. This suggests that the pathophysiological changes associated with these symptoms are likely functional and metabolic in nature rather than structural and may not be detectable through imaging studies that primarily focus on brain anatomy, such as MRI.
Related Concept Videos
Chronic Kidney Disease II: Clinical Manifestations
Coronary Artery Disease III: Clinical Manifestations
Endocarditis II: Clinical Features of Infective Endocarditis
Heart Failure III: Clinical Manifestations
Gastroesophageal Reflux Disease II: Clinical Features and Management
Clinical Manifestations
GERD presents itself in a multitude of ways, with symptoms varying from person to person. The hallmark symptoms are...
Hypertension III: Clinical Manifestations and Diagnostic Studies

