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Zamarian L, Rass V, Goettfried E, Mayr V, Carbone F, Kindl P, Delazer M, Djamshidian A, Fanciulli A, Mahlknecht P, Heim B, Peball M, Schiefecker AJ, Seppi K, Löffler-Ragg J, Beer R, Pfausler B, Kiechl S, Helbok R. Objective and subjective cognitive outcomes one year after COVID-19. Ann Clin Transl Neurol 2024. [PMID: 39031013 DOI: 10.1002/acn3.52149] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/17/2024] [Revised: 06/17/2024] [Accepted: 07/07/2024] [Indexed: 07/22/2024] Open
Abstract
OBJECTIVE This study aimed to evaluate subjective cognitive, physical, and mental health symptoms as well as objective cognitive deficits in COVID-19 patients 1 year after infection. METHODS This was a cross-sectional study. Seventy-four patients, who contracted a SARS-CoV-2 infection in 2020, underwent an in-person neuropsychological assessment in 2021. This included standardized tests of memory, attention, and executive functions. In addition, participants also responded to scales on subjective attention deficits, mental health symptoms, and fatigue. Patients' scores were compared to published norms. RESULTS Patients (N = 74) had a median age of 56 years (42% female). According to the initial disease severity, they were classified as mild (outpatients, 32%), moderate (hospitalized, non-ICU-admitted, 45%), or severe (ICU-admitted, 23%). Hospitalized patients were more often affected than outpatients. In general, deficits were most common in attention (23%), followed by memory (15%) and executive functions (3%). Patients reported increased levels of fatigue (51%), anxiety (30%), distractibility in everyday situations (20%), and depression (15%). An additional analysis suggested an association between lower scores in an attention task and hyperferritinemia. As indicated by a hierarchical regression analysis, subjective distractibility was significantly predicted by current anxiety and fatigue symptoms but not by objective attention performance (final model, adj-R2 = 0.588, P < 0.001). INTERPRETATION One year after infection, COVID-19 patients can have frequent attention deficits and can complain about symptoms such as fatigue, anxiety, and distractibility. Anxiety and fatigue, more than objective cognitive deficits, have an impact on the patients' experienced impairments in everyday life.
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Affiliation(s)
- Laura Zamarian
- Department of Neurology, Medical University of Innsbruck, Innsbruck, Austria
| | - Verena Rass
- Department of Neurology, Medical University of Innsbruck, Innsbruck, Austria
| | | | - Valentina Mayr
- Department of Neurology, Medical University of Innsbruck, Innsbruck, Austria
| | - Federico Carbone
- Department of Neurology, Medical University of Innsbruck, Innsbruck, Austria
| | - Philipp Kindl
- Department of Neurology, Medical University of Innsbruck, Innsbruck, Austria
| | - Margarete Delazer
- Department of Neurology, Medical University of Innsbruck, Innsbruck, Austria
| | - Atbin Djamshidian
- Department of Neurology, Medical University of Innsbruck, Innsbruck, Austria
| | | | - Philipp Mahlknecht
- Department of Neurology, Medical University of Innsbruck, Innsbruck, Austria
| | - Beatrice Heim
- Department of Neurology, Medical University of Innsbruck, Innsbruck, Austria
| | - Marina Peball
- Department of Neurology, Medical University of Innsbruck, Innsbruck, Austria
| | | | - Klaus Seppi
- Department of Neurology, Medical University of Innsbruck, Innsbruck, Austria
- Department of Neurology, Provincial Hospital of Kufstein, Kufstein, Austria
| | - Judith Löffler-Ragg
- Department of Internal Medicine II, Medical University of Innsbruck, Innsbruck, Austria
- Department of Pneumology, State Hospital of Hochzirl-Natters, Natters, Austria
| | - Ronny Beer
- Department of Neurology, Medical University of Innsbruck, Innsbruck, Austria
| | - Bettina Pfausler
- Department of Neurology, Medical University of Innsbruck, Innsbruck, Austria
| | - Stefan Kiechl
- Department of Neurology, Medical University of Innsbruck, Innsbruck, Austria
| | - Raimund Helbok
- Department of Neurology, Medical University of Innsbruck, Innsbruck, Austria
- Department of Neurology, Johannes Kepler University Linz, Linz, Austria
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Benito-León J, Lapeña J, García-Vasco L, Cuevas C, Viloria-Porto J, Calvo-Córdoba A, Arrieta-Ortubay E, Ruiz-Ruigómez M, Sánchez-Sánchez C, García-Cena C. Exploring Cognitive Dysfunction in Long COVID Patients: Eye Movement Abnormalities and Frontal-Subcortical Circuits Implications via Eye-Tracking and Machine Learning. Am J Med 2024:S0002-9343(24)00217-1. [PMID: 38583751 DOI: 10.1016/j.amjmed.2024.04.004] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/24/2024] [Revised: 03/01/2024] [Accepted: 04/02/2024] [Indexed: 04/09/2024]
Abstract
BACKGROUND Cognitive dysfunction is regarded as one of the most severe aftereffects following coronavirus disease 2019 (COVID-19). Eye movements, controlled by various brain regions, including the dorsolateral prefrontal cortex and frontal-thalamic circuits, offer a potential metric for evaluating cognitive dysfunction. We aimed to examine the utility of eye movement measurements in identifying cognitive impairments in long COVID patients. METHODS We recruited 40 long COVID patients experiencing subjective cognitive complaints and 40 healthy controls and used a certified eye-tracking medical device to record saccades and antisaccades. Machine learning was applied to enhance the analysis of eye movement data. RESULTS Patients did not differ from the healthy controls regarding age, sex, and years of education. However, the patients' Montreal Cognitive Assessment total score was significantly lower than healthy controls. Most eye movement parameters were significantly worse in patients: the latencies, gain, and velocity of visually and memory-guided saccades, the number of correct memory saccades, the latencies and duration of reflexive saccades, and the number of errors in the antisaccade test. Machine learning permitted distinguishing between long COVID patients experiencing subjective cognitive complaints and healthy controls. CONCLUSION Our findings suggest impairments in frontal subcortical circuits in long COVID patients experiencing subjective cognitive complaints. Eye-tracking, combined with machine learning, offers a novel, efficient way to assess and monitor long COVID patients' cognitive dysfunctions, suggesting its utility in clinical settings for early detection and personalized treatment strategies. Further research is needed to determine the long-term implications of these findings and the reversibility of cognitive dysfunctions.
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Affiliation(s)
- Julián Benito-León
- Department of Neurology, University Hospital 12 de Octubre, Madrid, Spain; Instituto de Investigación Sanitaria Hospital 12 de Octubre (imas12), Madrid, Spain; Centro de Investigación Biomédica en Red Sobre Enfermedades Neurodegenerativas (CIBERNED), Madrid, Spain; Department of Medicine, Faculty of Medicine, Complutense University, Madrid, Spain.
| | - José Lapeña
- Department of Neurology, University Hospital 12 de Octubre, Madrid, Spain
| | | | - Constanza Cuevas
- Department of Neurology, University Hospital 12 de Octubre, Madrid, Spain
| | - Julie Viloria-Porto
- Magdalena University, Santa Marta, Colombia; ETSIDI-Center for Automation and Robotics UPM-CSIC, Universidad Politécnica de Madrid, Madrid, Spain
| | - Alberto Calvo-Córdoba
- ETSIDI-Center for Automation and Robotics UPM-CSIC, Universidad Politécnica de Madrid, Madrid, Spain
| | | | - María Ruiz-Ruigómez
- Department of Internal Medicine, University Hospital 12 de Octubre, Madrid, Spain
| | | | - Cecilia García-Cena
- ETSIDI-Center for Automation and Robotics UPM-CSIC, Universidad Politécnica de Madrid, Madrid, Spain
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Latifi A, Flegr J. Is recovery just the beginning? Persistent symptoms and health and performance deterioration in post-COVID-19, non-hospitalized university students-a cross-sectional study. Biol Methods Protoc 2023; 8:bpad037. [PMID: 38144461 PMCID: PMC10739555 DOI: 10.1093/biomethods/bpad037] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/30/2023] [Revised: 11/18/2023] [Accepted: 12/04/2023] [Indexed: 12/26/2023] Open
Abstract
Many individuals experience persistent symptoms such as deteriorated physical and mental health, increased fatigue, and reduced cognitive performance months after recovering from coronavirus disease 2019 (COVID-19). There is limited data on the long-term trajectory and prevalence of these symptoms, especially in milder cases. Our study aimed to assess the persistent effects of COVID-19 on physical and mental health, fatigue, and cognitive performance in a cohort of 214 students, averaging 21.8 years of age. Of these, 148 had contracted COVID-19 but were not hospitalized, with the time since infection ranging from 1 to 39 months. We utilized a comprehensive panel of cognitive tests to measure intelligence, memory, and psychomotor skills, and a detailed anamnestic questionnaire to evaluate physical and mental health. While contracting COVID-19 did not significantly impact overall health and performance, it was associated with increased reports of fatigue. However, the reported severity of the disease had a pronounced negative influence on physical health, mental well-being, fatigue, and reaction time. Trends of improvement in physical and mental health, as well as error rate, were observed within the first 2 years post-infection. However, fatigue and reaction time showed a trend of deterioration. Beyond the 2-year mark, physical health and error rate continued to improve, while mental health began to deteriorate. Fatigue and reaction time continued to decline. Overall, our findings suggest that some effects of contracting COVID-19 can persist or even deteriorate over time, even in younger individuals who had mild cases that did not require hospitalization.
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Affiliation(s)
- Ashkan Latifi
- Department of Philosophy and History of Sciences, Faculty of Science, Laboratory of Evolutionary Biology, Charles University, Viničná 7, Prague 128 00, Czechia
| | - Jaroslav Flegr
- Department of Philosophy and History of Sciences, Faculty of Science, Laboratory of Evolutionary Biology, Charles University, Viničná 7, Prague 128 00, Czechia
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Vinuela-Navarro V, Goset J, Aldaba M, Mestre C, Rovira-Gay C, Cano N, Ariza M, Delàs B, Garolera M, Vilaseca M. Eye movements in patients with post-COVID condition. BIOMEDICAL OPTICS EXPRESS 2023; 14:3936-3949. [PMID: 37799689 PMCID: PMC10549724 DOI: 10.1364/boe.489037] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/09/2023] [Revised: 06/08/2023] [Accepted: 06/08/2023] [Indexed: 10/07/2023]
Abstract
Eye movement control is impaired in some neurological conditions, but the impact of COVID-19 on eye movements remains unknown. This study aims to investigate differences in oculomotor function and pupil response in individuals who suffer post-COVID-19 condition (PCC) with cognitive deficits. Saccades, smooth pursuit, fixation, vergence and pupillary response were recorded using an eye tracker. Eye movements and pupil response parameters were computed. Data from 16 controls, 38 COVID mild (home recovery) and 19 COVID severe (hospital admission) participants were analyzed. Saccadic latencies were shorter in controls (183 ± 54 ms) than in COVID mild (236 ± 83 ms) and COVID severe (227 ± 42 ms) participants (p = 0.017). Fixation stability was poorer in COVID mild participants (Bivariate Contour Ellipse Area of 0.80 ± 1.61°2 vs 0.36 ± 0.65 °2 for controls, p = 0.019), while percentage of pupil area reduction/enlargement was reduced in COVID severe participants (39.7 ± 12.7%/31.6 ± 12.7% compared to 51.7 ± 22.0%/49.1 ± 20.7% in controls, p < 0.015). The characteristics of oculomotor alterations found in PCC may be useful to understand different pathophysiologic mechanisms.
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Affiliation(s)
- Valldeflors Vinuela-Navarro
- Center for Sensors, Instruments and Systems Development,
Universitat Politècnica de Catalunya, Rambla Sant Nebridi 10, Terrassa 08222 (Barcelona), Spain
| | - Joan Goset
- Center for Sensors, Instruments and Systems Development,
Universitat Politècnica de Catalunya, Rambla Sant Nebridi 10, Terrassa 08222 (Barcelona), Spain
| | - Mikel Aldaba
- Center for Sensors, Instruments and Systems Development,
Universitat Politècnica de Catalunya, Rambla Sant Nebridi 10, Terrassa 08222 (Barcelona), Spain
| | - Clara Mestre
- Center for Sensors, Instruments and Systems Development,
Universitat Politècnica de Catalunya, Rambla Sant Nebridi 10, Terrassa 08222 (Barcelona), Spain
| | - Cristina Rovira-Gay
- Center for Sensors, Instruments and Systems Development,
Universitat Politècnica de Catalunya, Rambla Sant Nebridi 10, Terrassa 08222 (Barcelona), Spain
| | - Neus Cano
- Clinical Research Group for Brain, Cognition and Behavior, Consorci Sanitari de Terrassa (CST), Terrassa, Spain
- Department de Ciències Bàsiques. Universitat Internacional de Catalunya, Sant Cugat del Vallès, Spain
| | - Mar Ariza
- Clinical Research Group for Brain, Cognition and Behavior, Consorci Sanitari de Terrassa (CST), Terrassa, Spain
| | - Bàrbara Delàs
- Servei d’Oftalmologia. Consorci Sanitari de Terrassa (CST), Terrassa, Spain
| | - Maite Garolera
- Clinical Research Group for Brain, Cognition and Behavior, Consorci Sanitari de Terrassa (CST), Terrassa, Spain
- Neuropsychology Unit, Hospital de Terrassa, Consorci Sanitari de Terrassa (CST), Terrassa, Spain
| | - Meritxell Vilaseca
- Center for Sensors, Instruments and Systems Development,
Universitat Politècnica de Catalunya, Rambla Sant Nebridi 10, Terrassa 08222 (Barcelona), Spain
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Wesselingh R, Wesselingh SL. An eye to the future: Acute and long-term neuro-ophthalmological and neurological complications of COVID-19. Clin Exp Ophthalmol 2023. [PMID: 36908238 DOI: 10.1111/ceo.14221] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/13/2022] [Revised: 03/03/2023] [Accepted: 03/08/2023] [Indexed: 03/14/2023]
Abstract
COVID-19 has had a significant impact on the global population and has produced compelling evidence of non-pulmonary organ dysfunction, including the nervous system. It is vital that specialists in ophthalmology and neurology are informed of the potential complications of COVID-19 and gain a deeper understanding of how COVID-19 can cause diseases of the nervous system. In this review we detail four possible mechanisms by which COVID-19 infection may result in neurological or neuro-ophthalmological complications: (1) Toxic and metabolic effects of severe pulmonary COVID-19 disease on the neural axis including hypoxia and the systemic hyper-inflammatory state, (2) endothelial dysfunction, (3) dysimmune responses directed again the neuroaxis, and (4) direct neuro-invasion and injury by the virus itself. We explore the pathological evidence for each of these and how they may link to neuro-ophthalmological disorders. Finally, we explore the evidence for long-term neurological and neuro-ophthalmological complications of COVID-19, with a focus on neurodegeneration.
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Affiliation(s)
- Robb Wesselingh
- Department of Neurosciences, Central Clinical School, Faculty of Medicine, Nursing and Health Sciences, Monash University, Level 6, Alfred Centre, 99 Commercial Road, Melbourne, 3004, Australia
- Department of Neurology, Alfred Health, 55 Commercial Road, Melbourne, 3004, Australia
| | - Steve L Wesselingh
- South Australian Health and Medical Research Institute, North Terrace, Adelaide, 5000, Australia
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