1
|
Shen XL, Jiang YH, Li SJ, Xie XY, Cheng Y, Wu L, Shen J, Chen W, Liu JR. Clinical features and predictive nomogram for fatigue sequelae in non-severe patients infected with SARS-CoV-2 Omicron variant in Shanghai, China. Brain Behav Immun Health 2024; 42:100889. [PMID: 39498382 PMCID: PMC11532739 DOI: 10.1016/j.bbih.2024.100889] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/26/2024] [Revised: 08/31/2024] [Accepted: 10/05/2024] [Indexed: 11/07/2024] Open
Abstract
Background Patients with coronavirus disease 2019(COVID-2019) infections may still experience long-term effects, with fatigue being one of the most frequent ones. Clinical research on the long COVID in the Chinese population after infection is comparatively lacking. Objective To collect and analyze the long-term effects of non-severe COVID-19 infection patients and to develop a model for the prediction of fatigue symptoms. Methods 223 non-severe COVID-19 patients admitted to one designated hospital were enrolled after finish all the self-designed clinical information registration form and nine-month follow-up. We explored the frequency and symptom types of long COVID. Correlation analysis was done on the neuropsychological scale results. After cluster analysis, lasoo regression and logistic regressions, a nomogram prediction model was produced as a result of investigating the risk factors for fatigue. Results A total of 108 (48.4%) of the 223 non-severe COVID-19 patients reported sequelae for more than 4 weeks, and of these, 35 (15.7%) had fatigue sequelae that were scale-confirmed. Other sequelae of more than 10% were brain fog (n = 37,16.6%), cough (n = 26,11.7%) and insomnia (n = 23,10.3%). A correlation between depression and fatigue was discovered following the completion of neuropsychological scale. The duration of hospitalization, the non-use of antiviral medications in treatment, IL-6 and CD16+CD56+ cell levels in blood are the main independent risk factors and predictors of fatigue sequelae in long COVID. Additionally, the neurology diseases and vaccination status may also influence the fatigue sequelae. Conclusion Nearly half of the patients infected with COVID-19 Omicron variant complained of sequelae, and fatigue was the most common symptom, which was correlated with depression. Significant predictors of fatigue sequelae included length of hospitalization, non-use of antiviral drug, and immune-related serum markers of IL-6 and CD16+CD56+ NK cell levels. The presence of neurology diseases and a lack of vaccination could also predict the occurrence of fatigue sequelae.
Collapse
Affiliation(s)
| | | | - Shen-Jie Li
- Department of Neurology, Shanghai Ninth People's Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, 200011, China
| | - Xin-Yi Xie
- Department of Neurology, Shanghai Ninth People's Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, 200011, China
| | - Yu Cheng
- Department of Neurology, Shanghai Ninth People's Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, 200011, China
| | - Li Wu
- Department of Neurology, Shanghai Ninth People's Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, 200011, China
| | - Jun Shen
- Department of Neurology, Shanghai Ninth People's Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, 200011, China
| | - Wei Chen
- Department of Neurology, Shanghai Ninth People's Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, 200011, China
| | - Jian-Ren Liu
- Department of Neurology, Shanghai Ninth People's Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, 200011, China
| |
Collapse
|
2
|
Trender W, Hellyer PJ, Killingley B, Kalinova M, Mann AJ, Catchpole AP, Menon D, Needham E, Thwaites R, Chiu C, Scott G, Hampshire A. Changes in memory and cognition during the SARS-CoV-2 human challenge study. EClinicalMedicine 2024; 76:102842. [PMID: 39364271 PMCID: PMC11447363 DOI: 10.1016/j.eclinm.2024.102842] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/07/2024] [Revised: 09/05/2024] [Accepted: 09/05/2024] [Indexed: 10/05/2024] Open
Abstract
Background Patient-reported outcomes and cross-sectional evidence show an association between COVID-19 and persistent cognitive problems. The causal basis, longevity and domain specificity of this association is unclear due to population variability in baseline cognitive abilities, vulnerabilities, virus variants, vaccination status and treatment. Methods Thirty-four young, healthy, seronegative volunteers were inoculated with Wildtype SARS-CoV-2 under prospectively controlled conditions. Volunteers completed daily physiological measurements and computerised cognitive tasks during quarantine and follow-up at 30, 90, 180, 270, and 360 days. Linear modelling examined differences between 'infected' and 'inoculated but uninfected' individuals. The main cognitive endpoint was the baseline corrected global cognitive composite score across the battery of tasks administered to the volunteers. Exploratory cognitive endpoints included baseline corrected scores from individual tasks. The study was registered on ClinicalTrials.gov with the identifier NCT04865237 and took place between March 2021 and July 2022. Findings Eighteen volunteers developed infection by qPCR criteria of sustained viral load, one without symptoms and the remainder with mild illness. Infected volunteers showed statistically lower baseline-corrected global composite cognitive scores than uninfected volunteers, both acutely and during follow up (mean difference over all time points = -0.8631, 95% CI = -1.3613, -0.3766) with significant main effect of group in repeated measures ANOVA (F (1,34) = 7.58, p = 0.009). Sensitivity analysis replicated this cross-group difference after controlling for community upper respiratory tract infection, task-learning, remdesivir treatment, baseline reference and model structure. Memory and executive function tasks showed the largest between-group differences. No volunteers reported persistent subjective cognitive symptoms. Interpretation These results support larger cross sectional findings indicating that mild Wildtype SARS-CoV-2 infection can be followed by small changes in cognition and memory that persist for at least a year. The mechanistic basis and clinical implications of these small changes remain unclear. Funding This study was funded through the UK Vaccine Taskforce of the Department for Business, Energy and Industrial Strategy (BEIS) of Her Majesty's Government. WT was funded by the EPSRC through the CDT for Neurotechnology Imperial College London.
Collapse
Affiliation(s)
| | - Peter J Hellyer
- Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, UK
| | - Ben Killingley
- Department of Infectious Diseases, University College London Hospital, London, UK
| | | | | | | | - David Menon
- Cambridge University Hospitals National Health Service Foundation Trust, UK
| | - Edward Needham
- Cambridge University Hospitals National Health Service Foundation Trust, UK
| | - Ryan Thwaites
- National Heart and Lung Institute, Imperial College London, London, UK
| | - Christopher Chiu
- Department of Infectious Disease, Imperial College London, London, UK
| | - Gregory Scott
- Department of Brain Sciences, Imperial College London, UK
| | - Adam Hampshire
- Department of Brain Sciences, Imperial College London, UK
- Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, UK
| |
Collapse
|
3
|
Zhou S, Xu J, Liu X, Li A, Zhao B, Geng C, Wei T, Liu Y, Wang Z, Tang Y. Brain fog assessment in patients recovered from COVID-19 in China: a development and validation study. Int J Neurosci 2024:1-11. [PMID: 39207772 DOI: 10.1080/00207454.2024.2398616] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/31/2024] [Revised: 08/22/2024] [Accepted: 08/24/2024] [Indexed: 09/04/2024]
Abstract
BACKGROUND Post coronavirus disease 2019 (COVID-19) pandemic, the widespread emergence and persistence of brain fog has led to a decline in people's productivity and quality of life. However, the clinical characteristics of COVID-19-associated brain fog are unclear, and standardized assessments are lacking. This study aims to develop a scale for brain fog assessment and support clinical practice and research. METHODS The 17-item Brain Fog Assessment (BFA) scale was developed using a standardized methodology, including literature review, focus group discussions (FGDs), expert evaluation, and psychometric validation. Eighteen potential items were generated following the literature review. These items were subsequently refined during FGDs, which included input from patients, caregivers, and multidisciplinary experts in neurology, cognitive neuroscience, and psychology. After thorough deliberation and expert evaluation, the item pool was finalized into a 17-item scale. We recruited 1,325 patients recovered from COVID-19 from Chinese communities. Psychometric properties were assessed by reliability and validity analysis. RESULTS Exploratory factor analysis of the BFA scale revealed a three-factor mode comprising 'cognitive decline' (nine items), 'confusion - disorientation' (five items), and 'fatigue' (three items). The internal consistency of each factor was strong (Cronbach's α: 0.82-0.92). Confirmatory factor analysis showed that the model fit, convergent validity, and discriminant validity of the scale were satisfactory. The test-retest reliability was strong (intraclass correlation coefficient = 0.84). Criterion-related validity analysis showed a strong correlation to the Wood Mental Fatigue Inventory (r = 0.70, p < 0.001). Individuals with a higher BFA score tended to score lower on the Montreal Cognitive Assessment (r = -0.23, p = 0.015). CONCLUSIONS We established a novel BFA scale to quantify multiple clinical aspects of COVID-19-associated brain fog. Using the BFA scale, fatigue and declining performance in memory, attention, and thought were identified as the main symptoms of COVID-19-associated brain fog. This scale has potential implications for disease monitoring and therapy development for individuals with COVID-19-associated brain fog.
Collapse
Affiliation(s)
- Shaojiong Zhou
- Department of Neurology & Innovation Center for Neurological Disorders, Xuanwu Hospital, Capital Medical University, National Center for Neurological Disorders, Beijing, China
| | - Jiahua Xu
- Psychiatry Research Center, Beijing Huilongguan Hospital, Peking University Huilonguan Clinical Medical School, Beijing, China
| | - Xiaoduo Liu
- Department of Neurology & Innovation Center for Neurological Disorders, Xuanwu Hospital, Capital Medical University, National Center for Neurological Disorders, Beijing, China
| | - Aonan Li
- Department of Neurology & Innovation Center for Neurological Disorders, Xuanwu Hospital, Capital Medical University, National Center for Neurological Disorders, Beijing, China
| | - Bo Zhao
- Department of Neurology & Innovation Center for Neurological Disorders, Xuanwu Hospital, Capital Medical University, National Center for Neurological Disorders, Beijing, China
| | - Chaofan Geng
- Department of Neurology & Innovation Center for Neurological Disorders, Xuanwu Hospital, Capital Medical University, National Center for Neurological Disorders, Beijing, China
| | - Tao Wei
- Department of Neurology & Innovation Center for Neurological Disorders, Xuanwu Hospital, Capital Medical University, National Center for Neurological Disorders, Beijing, China
| | - Yunzhe Liu
- State Key Laboratory of Cognitive Neuroscience and Learning, IDG/McGovern Institute for Brain Research, Beijing Normal University, Beijing, China
- Chinese Institute for Brain Research, Beijing, China
| | - Zhibin Wang
- Department of Neurology & Innovation Center for Neurological Disorders, Xuanwu Hospital, Capital Medical University, National Center for Neurological Disorders, Beijing, China
| | - Yi Tang
- Department of Neurology & Innovation Center for Neurological Disorders, Xuanwu Hospital, Capital Medical University, National Center for Neurological Disorders, Beijing, China
- Neurodegenerative Laboratory of Ministry of Education of the Peoples Republic of China, Beijing, China
| |
Collapse
|
4
|
Atkinson LZ, Thom JL, Nobre AC, Zokaei N. Dissociable effects of mild COVID-19 on short- and long-term memories. Brain Commun 2024; 6:fcae270. [PMID: 39210912 PMCID: PMC11358641 DOI: 10.1093/braincomms/fcae270] [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: 10/10/2022] [Revised: 05/15/2024] [Accepted: 08/13/2024] [Indexed: 09/04/2024] Open
Abstract
Recent studies have highlighted the presence of cognitive deficits following COVID-19 that persist beyond acute infection, regardless of the initial disease severity. Impairments in short- and long-term memory are among the core deficits reported by patients and observed in objective tests of memory performance. We aimed to extend previous studies by examining performance in a task that allows us to directly compare and contrast memories at different timescales. More specifically, we assessed both short- and long-term memories for contextual-spatial associations encoded during a common session and probed at different durations using an equivalent task in non-hospitalized individuals recovering from mild COVID-19 compared to healthy controls. The approach equated all aspects of memory materials and response demands, isolating performance changes resulting only from memory timescales and thus allowing us to quantify the impact of COVID-19 on cognition. In addition to providing measures of accuracy and response times, the task also provided a sensitive continuous readout of the precision of memory representations, specifically by examining the resolution with which spatial locations were retained in memory. The results demonstrated selective impairment of long-term memory performance in individuals recovering from mild COVID-19 infection. Short-term memory performance remained comparable to healthy controls. Specifically, poor precision of long-term memory representations was demonstrated, which improved with days since diagnosis. No such relationship was observed for short-term memory performance. Our findings reveal a specific impairment to the precision of spatial-contextual long-term memory representations in individuals recovering from mild COVID-19 and demonstrate evidence of recovery in long-term memory over time. Further, the experimental design provides a carefully controlled and sensitive framework to assess memory across different durations with the potential to provide more detailed phenotyping of memory deficits associated with COVID-19 in general.
Collapse
Affiliation(s)
- Lauren Z Atkinson
- Department of Psychiatry, Oxford Centre for Human Brain Activity, Wellcome Centre for Integrative Neuroimaging, University of Oxford, Oxford OX3 7JX, UK
| | - Jude L Thom
- Department of Experimental Psychology, University of Oxford, Oxford OX2 6GG, UK
| | - Anna Christina Nobre
- Department of Psychiatry, Oxford Centre for Human Brain Activity, Wellcome Centre for Integrative Neuroimaging, University of Oxford, Oxford OX3 7JX, UK
- Department of Experimental Psychology, University of Oxford, Oxford OX2 6GG, UK
| | - Nahid Zokaei
- Department of Psychiatry, Oxford Centre for Human Brain Activity, Wellcome Centre for Integrative Neuroimaging, University of Oxford, Oxford OX3 7JX, UK
- Department of Experimental Psychology, University of Oxford, Oxford OX2 6GG, UK
| |
Collapse
|
5
|
Llana T, Garces-Arilla S, Juan MC, Mendez-Lopez M, Mendez M. An immersive virtual reality-based object-location memory task reveals spatial long-term memory alterations in Long-COVID. Behav Brain Res 2024; 471:115127. [PMID: 38936427 DOI: 10.1016/j.bbr.2024.115127] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/19/2023] [Revised: 06/07/2024] [Accepted: 06/19/2024] [Indexed: 06/29/2024]
Abstract
Object-location memory (OLM) is a type of declarative memory for spatial information and consists of the individual's ability to establish accurate associations between objects and their spatial locations. Long-COVID describes the long-term effects of the COVID-19 disease. Long-COVID patients show medial temporal lobe dysfunction and neuropsychological alterations affecting memory. This study aimed to assess OLM in a group of Long-COVID patients, n=66, and a Control group of healthy individuals with similar age and sex composition, n=21, using an immersive virtual reality (iVR)-based OLM task. We also explored associations between the performance in the iVR-based OLM task and general cognitive function (MoCA), and both verbal (VSTM) and visuospatial (SSTM) span. The Long-COVID group showed fewer correct responses, made more task attempts, and invested more time in the iVR-based OLM task than the Control group. Delayed memory was more severely altered than immediate memory in Long-COVID participants. Better MoCA scores of the Long-COVID group were strongly associated with shorter times to complete the immediate recall of the iVR-based OLM task. Besides, the months elapsed since the COVID-19 infection were slightly associated with fewer correct responses in the immediate and 24-hour recalls. These results corroborate previous findings of memory alterations in the Long-COVID syndrome using an iVR-based OLM task, adding new evidence on spatial memory and long-term memory in this population. Implementing spatial iVR tasks to clinical research may improve our understanding of neuropsychological disorders.
Collapse
Affiliation(s)
- Tania Llana
- Neuroscience Institute of Principado de Asturias (INEUROPA), Faculty of Psychology, Plaza Feijoo s/n, Oviedo, Asturias 33003, Spain; Department of Psychology, University of Oviedo, Faculty of Psychology, Plaza Feijoo s/n, Oviedo, Asturias 33003, Spain.
| | - Sara Garces-Arilla
- Department of Psychology and Sociology, University of Zaragoza, Pedro Cerbuna 12, Zaragoza, Aragón 50009, Spain.
| | - M-Carmen Juan
- Instituto Universitario de Automática e Informática Industrial, Universitat Politècnica de València, C/Camino de Vera, s/n, Valencia 46022, Spain.
| | - Magdalena Mendez-Lopez
- Department of Psychology and Sociology, University of Zaragoza, Pedro Cerbuna 12, Zaragoza, Aragón 50009, Spain; IIS Aragón, San Juan Bosco, 13, Zaragoza, Aragón 50009, Spain.
| | - Marta Mendez
- Neuroscience Institute of Principado de Asturias (INEUROPA), Faculty of Psychology, Plaza Feijoo s/n, Oviedo, Asturias 33003, Spain; Department of Psychology, University of Oviedo, Faculty of Psychology, Plaza Feijoo s/n, Oviedo, Asturias 33003, Spain; Instituto de Investigación Sanitaria del Principado de Asturias (ISPA), Av. del Hospital Universitario, s/n, Oviedo, Asturias 33011, Spain.
| |
Collapse
|
6
|
Thomas M, Hameed M, Hussein M, George S, Rajalekshmi MR, Akram J, Sharma R, Al Adab AHO, Ahmad M, Singh R, Raza T. A prospective cohort study on cognitive and psychological outcomes in COVID-19 ICU survivors at 3 months of follow up. Front Med (Lausanne) 2024; 11:1288761. [PMID: 39144668 PMCID: PMC11322111 DOI: 10.3389/fmed.2024.1288761] [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: 09/04/2023] [Accepted: 07/08/2024] [Indexed: 08/16/2024] Open
Abstract
Objective The Outcomes - Short and Long term in ICU patient with COVID-19 "OUTSTRIP COVID-19" study was initiated to assess overall mortality, physical and psychiatric co-morbidities, reduction in lung function, and the ability to return to work post-ICU discharge with a follow-up period of 2 years in COVID-19 patients admitted to ICUs in Qatar. This paper focuses on the prevalence of cognitive impairment, depression, anxiety, and stress at baseline and 3 months after ICU discharge. Methods This prospective cohort study included 100 ICU survivors reviewed at baseline within 7 weeks of ICU discharge, with a 3-month follow-up. Demographics, clinical characteristics, and relevant medical history were collected at baseline. Cognitive outcomes were assessed using the Montreal Cognitive Assessment-Basic (MoCA-B) tool, while psychological outcomes were evaluated using the Depression Anxiety and Stress Scale-21 (DASS-21). Results At baseline, 72% of ICU survivors exhibited mild cognitive impairment, which significantly improved to 56% at 3 months. However, severe cognitive impairment persisted in 20% of survivors at 3 months.For psychological outcomes, the mean depression score remained below 9 (5.64 ± 6.90) at both time points, with no significant change. At baseline, 25% of survivors had clinical depression, which reduced to 16% at 3 months.The mean anxiety score at baseline (9.35 ± 8.50) significantly decreased to 6.51 ± 7.74 (p = 0.002) at 3 months. Anxiety was not reported by 48% of survivors at baseline and this increased to 66% at 3 months. Severe to extremely severe anxiety decreased from 19% to 12% during the same period.The mean stress score at baseline (8.34 ± 8.07) did not significantly change at 3 months. At baseline, 18% experienced stress, which decreased to 12% at 3 months, with 5.3% facing severe to extremely severe stress. Conclusion COVID-19 ICU survivors experience significant cognitive impairment, anxiety, and stress. While cognitive impairment and anxiety showed improvements at 3 months, depression and stress remained unchanged. These outcomes strongly emphasize the requirement for thorough post-ICU care and comprehensive mental health assistance for individuals recovering from COVID-19. Customized interventions and additional research endeavors are crucial to effectively manage the cognitive and psychological consequences faced by these patients. The exploration of telemonitoring and innovative approaches can offer avenues to enhance the overall quality of life for survivors. Further investigation should encompass extended timeframes to analyze prolonged effects and consider the broader socioeconomic impact.
Collapse
Affiliation(s)
- Merlin Thomas
- Pulmonary Division, Department of Chest, Hamad General Hospital, Doha, Qatar
- Department of Clinical Medicine, Weill Cornell Medicine, Doha, Qatar
| | - Mansoor Hameed
- Pulmonary Division, Department of Chest, Hamad General Hospital, Doha, Qatar
- Department of Clinical Medicine, Weill Cornell Medicine, Doha, Qatar
| | - Mousa Hussein
- Pulmonary Division, Department of Chest, Hamad General Hospital, Doha, Qatar
- Department of Clinical Medicine, Qatar University, Doha, Qatar
| | - Saibu George
- Department of Clinical Medicine, Weill Cornell Medicine, Doha, Qatar
- Department of Medical Intensive Care, Hamad General Hospital, Doha, Qatar
| | - M. R. Rajalekshmi
- Department of Medical Research Centre, Hamad Medical Corporation, Doha, Qatar
| | - Jaweria Akram
- Department of Medical Intensive Care, Hamad General Hospital, Doha, Qatar
| | - Rohit Sharma
- Department of Internal Medicine, Geisinger Health System, Danville, PA, United States
| | - Aisha Hussain O. Al Adab
- Pulmonary Division, Department of Chest, Hamad General Hospital, Doha, Qatar
- Department of Clinical Medicine, Weill Cornell Medicine, Doha, Qatar
| | - Mushtaq Ahmad
- Pulmonary Division, Department of Chest, Hamad General Hospital, Doha, Qatar
- Department of Clinical Medicine, Weill Cornell Medicine, Doha, Qatar
| | - Rajvir Singh
- Medical Research Centre, Hamad Medical Corporation, Doha, Qatar
| | - Tasleem Raza
- Pulmonary Division, Department of Chest, Hamad General Hospital, Doha, Qatar
- Department of Clinical Medicine, Weill Cornell Medicine, Doha, Qatar
- Department of Medical Intensive Care, Hamad General Hospital, Doha, Qatar
| |
Collapse
|
7
|
Glace BW, Kremenic IJ, Hogan DE, Kwiecien SY, McHUGH MP. Habitual physical activity and COVID-19. J Sports Med Phys Fitness 2024; 64:685-693. [PMID: 38916092 DOI: 10.23736/s0022-4707.24.15516-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/26/2024]
Abstract
BACKGROUND Physical activity (PA) is known to decrease COVID-19 risk factors and can attenuate symptoms of viral infections. However, difficulty exercising and fatigue are common complaints after COVID-19. It is unknown whether prior habitual PA will improve outcomes and what the time course is until full recovery of PA after COVID-19. METHODS Invitations were emailed to 21,933 adults who were SARS-CoV-2 positive between March 2020 and February 2021. Participants completed intake surveys and the Physical Activity History (PAH) questionnaire regarding PA during the 3-month prior to infection. Monthly thereafter, for up to 23 months, participants were emailed surveys. Scores were computed for moderate and heavy PA. Long COVID (LC) was defined as having recurring/persistent symptoms 9 months after diagnosis. RESULTS Overall, 993 patients completed the intake survey (age 50.7±15.8 years, BMI 27.3±9.2, 58% women); 28% had been hospitalized. One-third had recovered to their pre-infection level of PA at 9 months post-infection; this increased to 65% at one year, and 90% at two years. Higher pre-diagnosis PA reduced odds of hospitalization (P<0.05) but not of LC. Factors predictive of poor PA recovery were higher pre-diagnosis PA, shortness of breath and fatigue during acute illness, and fatigue chronically. Participants who reported ongoing symptoms had consistently poorer recovery of habitual PA compared to those not reporting chronic symptoms. CONCLUSIONS Habitual PA reduced odds of hospitalization but not of LC. Thirty-five percent had not returned to pre-COVID-19 levels of PA one year after infection, representing a major public health threat.
Collapse
Affiliation(s)
- Beth W Glace
- Nicholas Institute of Sports Medicine and Athletic Trauma, Department of Orthopedic Surgery, Lenox Hill Hospital, Northwell Health, New York, NY, USA -
| | - Ian J Kremenic
- Nicholas Institute of Sports Medicine and Athletic Trauma, Department of Orthopedic Surgery, Lenox Hill Hospital, Northwell Health, New York, NY, USA
| | - Daniel E Hogan
- Nicholas Institute of Sports Medicine and Athletic Trauma, Department of Orthopedic Surgery, Lenox Hill Hospital, Northwell Health, New York, NY, USA
| | - Susan Y Kwiecien
- Nicholas Institute of Sports Medicine and Athletic Trauma, Department of Orthopedic Surgery, Lenox Hill Hospital, Northwell Health, New York, NY, USA
| | - Malachy P McHUGH
- Nicholas Institute of Sports Medicine and Athletic Trauma, Department of Orthopedic Surgery, Lenox Hill Hospital, Northwell Health, New York, NY, USA
| |
Collapse
|
8
|
Austin TA, Thomas ML, Lu M, Hodges CB, Darowski ES, Bergmans R, Parr S, Pickell D, Catazaro M, Lantrip C, Twamley EW. Meta-analysis of Cognitive Function Following Non-severe SARS-CoV-2 Infection. Neuropsychol Rev 2024:10.1007/s11065-024-09642-6. [PMID: 38862725 DOI: 10.1007/s11065-024-09642-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/02/2022] [Accepted: 04/22/2024] [Indexed: 06/13/2024]
Abstract
To effectively diagnose and treat subjective cognitive symptoms in post-acute sequalae of COVID-19 (PASC), it is important to understand objective cognitive impairment across the range of acute COVID-19 severity. Despite the importance of this area of research, to our knowledge, there are no current meta-analyses of objective cognitive functioning following non-severe initial SARS-CoV-2 infection. The aim of this meta-analysis is to describe objective cognitive impairment in individuals with non-severe (mild or moderate) SARS-CoV-2 cases in the post-acute stage of infection. This meta-analysis was pre-registered with Prospero (CRD42021293124) and utilized the PRISMA checklist for reporting guidelines, with screening conducted by at least two independent reviewers for all aspects of the screening and data extraction process. Fifty-nine articles (total participants = 22,060) with three types of study designs met our full criteria. Individuals with non-severe (mild/moderate) initial SARS-CoV-2 infection demonstrated worse objective cognitive performance compared to healthy comparison participants. However, those with mild (nonhospitalized) initial SARS-CoV-2 infections had better objective cognitive performance than those with moderate (hospitalized but not requiring ICU care) or severe (hospitalized with ICU care) initial SARS-CoV-2 infections. For studies that used normative data comparisons instead of healthy comparison participants, there was a small and nearly significant effect when compared to normative data. There were high levels of heterogeneity (88.6 to 97.3%), likely reflecting small sample sizes and variations in primary study methodology. Individuals who have recovered from non-severe cases of SARS-CoV-2 infections may be at risk for cognitive decline or impairment and may benefit from cognitive health interventions.
Collapse
Affiliation(s)
- Tara A Austin
- The VISN 17 Center of Excellence for Research on Returning War Veterans, 4800 Memorial Drive, Waco, TX, 76711, USA.
- Center of Excellence for Stress and Mental Health, San Diego Healthcare System, San Diego, CA, USA.
- Research Service, VA San Diego Healthcare System, San Diego, CA, USA.
| | - Michael L Thomas
- Department of Psychology, Colorado State University, Colorado Springs, Fort Collins, USA
| | - Min Lu
- University of Miami, Miami, FL, USA
| | - Cooper B Hodges
- Department of Psychology, Brigham Young University, Provo, UT, USA
| | | | - Rachel Bergmans
- Chronic Pain and Fatigue Research Center, Department of Anesthesiology, University of Michigan, Ann Arbor, MI, USA
| | - Sarah Parr
- The VISN 17 Center of Excellence for Research on Returning War Veterans, 4800 Memorial Drive, Waco, TX, 76711, USA
- Department of Psychology and Neuroscience, Baylor University, Waco, TX, USA
| | - Delaney Pickell
- Center of Excellence for Stress and Mental Health, San Diego Healthcare System, San Diego, CA, USA
| | - Mikayla Catazaro
- The VISN 17 Center of Excellence for Research on Returning War Veterans, 4800 Memorial Drive, Waco, TX, 76711, USA
- Department of Psychology and Neuroscience, Baylor University, Waco, TX, USA
| | - Crystal Lantrip
- The VISN 17 Center of Excellence for Research on Returning War Veterans, 4800 Memorial Drive, Waco, TX, 76711, USA
- Department of Psychology and Neuroscience, Baylor University, Waco, TX, USA
| | - Elizabeth W Twamley
- Center of Excellence for Stress and Mental Health, San Diego Healthcare System, San Diego, CA, USA
- Research Service, VA San Diego Healthcare System, San Diego, CA, USA
- Department of Psychiatry, University of California San Diego, San Diego, CA, USA
| |
Collapse
|
9
|
Bland AR, Barraclough M, Trender WR, Mehta MA, Hellyer PJ, Hampshire A, Penner IK, Elliott R, Harenwall S. Profiles of objective and subjective cognitive function in Post-COVID Syndrome, COVID-19 recovered, and COVID-19 naïve individuals. Sci Rep 2024; 14:13368. [PMID: 38862569 PMCID: PMC11166972 DOI: 10.1038/s41598-024-62050-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/29/2023] [Accepted: 05/10/2024] [Indexed: 06/13/2024] Open
Abstract
Post-COVID Syndrome has emerged as a significant public health concern worldwide with increasing evidence to suggest that individuals who have had an acute COVID-19 infection report lingering memory and attention difficulties, even in individuals who have fully recovered and no longer experiencing symptoms of COVID-19. The present study sought to investigate the profile of objective and subjective cognitive difficulties in people who have Post-COVID Syndrome, people who have fully recovered from an acute COVID infection and people who have never had COVID-19. We further sought to explore the extent to which self-reported fatigue and stress are related to subjective and objective cognitive difficulties. 162 participants including 50 people living with Post-COVID Syndrome, 59 people who have had COVID-19 but have fully recovered and 53 people who have never experienced symptoms of COVID-19 and had never tested positive for COVID-19 were recruited from Academic Prolific to complete a series of online questionnaires and neurocognitive tasks. Subjective cognitive function was measured using the Cognitive Failures Questionnaire and objective cognitive function was measured using the Cognitron cognitive test battery. We found that objective and subjective measures of cognitive function were not significantly related, suggesting that self-reports of "brain fog" are not reflecting objectively measured cognitive dysfunction. A MANOVA revealed that subjective cognitive deficits were driven by heightened perceived stress and fatigue and not significantly related to COVID-19 status. Objective cognitive function, however, was significantly related to perceived stress and COVID status whereby we observed significant objective cognitive deficits in people who have been exposed to an acute COVID-19 infection regardless of whether they had Post-COVID Syndrome or had fully recovered, as compared to people who had never had COVID-19. This suggests that an acute infection can have long term effects on cognitive function, even without persistent COVID-19 symptoms. Encouragingly, objective cognitive function was significantly associated with time since initial infection showing that cognitive deficits improved over time for people who had recovered from COVID-19. However, we did not observe the same improvement in individuals with Post-COVID Syndrome and observed that cognitive dysfunction was significantly related to the number of neurological symptoms presently experienced. These results add to the accumulating literature that COVID-19 is associated with significant cognitive difficulties following a COVID-19 infection, which appear to improve over time for those who have recovered from COVID-19 yet persist in people living with Post-COVID Syndrome.
Collapse
Affiliation(s)
- A R Bland
- Department of Psychology, Manchester Metropolitan University, Manchester, UK.
| | - M Barraclough
- Division of Musculoskeletal and Dermatological Sciences, School of Biological Sciences, Faculty of Biology, Medicine and Health, The University of Manchester, Manchester, UK
- NIHR Manchester Biomedical Research Centre, Manchester Academic Health Science Centre, Manchester University NHS Foundation Trust, Manchester, UK
| | - W R Trender
- Department of Brain Sciences, Imperial College London, London, UK
| | - M A Mehta
- Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, UK
| | - P J Hellyer
- Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, UK
| | - A Hampshire
- Department of Brain Sciences, Imperial College London, London, UK
| | - I K Penner
- Department of Neurology, Inselspital, Bern University Hospital, University of Bern, Bern, Switzerland
| | - R Elliott
- Division of Psychology and Mental Health, School of Health Sciences, University of Manchester, Manchester, UK
| | - S Harenwall
- Primary Care Wellbeing Service, Bradford District Care NHS Foundation Trust, Bradford, UK
| |
Collapse
|
10
|
Rudroff T. Long COVID in Brain Health Research: A Call to Action. Brain Sci 2024; 14:587. [PMID: 38928587 PMCID: PMC11201626 DOI: 10.3390/brainsci14060587] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/22/2024] [Revised: 06/03/2024] [Accepted: 06/07/2024] [Indexed: 06/28/2024] Open
Abstract
The COVID-19 pandemic has brought attention to the long-term consequences of the virus, particularly the persistent symptoms that characterize long COVID. This syndrome, which can last for months after the initial infection, includes a range of neurological and neuropsychiatric manifestations that have significant implications for brain health and dementia research. This review explores the current understanding of long COVID's cognitive, neurological, and psychiatric symptoms and their potential impact on brain stimulation and neuroimaging studies. It argues that researchers must adapt their study designs and screening processes to account for the confounding effects of long COVID and ensure the accuracy and reliability of their findings. To advance the understanding of this condition and its long-term effects on brain health, the review proposes a series of strategies, including the development of standardized screening tools, the investigation of underlying mechanisms, and the identification of risk factors and protective factors. It also emphasizes the importance of collaborative research efforts and international data sharing platforms in accelerating the pace of discovery and developing targeted interventions for individuals with long COVID. As the prevalence of this condition continues to grow, it is imperative that the neuroscience community comes together to address this challenge and support those affected by long COVID.
Collapse
Affiliation(s)
- Thorsten Rudroff
- Department of Health and Human Physiology, University of Iowa, Iowa City, IA 52242, USA;
- Department of Neurology, University of Iowa Hospitals and Clinics, Iowa City, IA 52242, USA
| |
Collapse
|
11
|
Li W, Huang X, Wei Y, Yin T, Diao L. Connecting the dots: the role of fatigue in female infertility. Reprod Biol Endocrinol 2024; 22:66. [PMID: 38849828 PMCID: PMC11157719 DOI: 10.1186/s12958-024-01235-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/30/2024] [Accepted: 05/21/2024] [Indexed: 06/09/2024] Open
Abstract
Fatigue, an increasingly acknowledged symptom in various chronic diseases, has garnered heightened attention, during the medical era of bio-psycho-social model. Its persistence not only significantly compromises an individual's quality of life but also correlates with chronic organ damage. Surprisingly, the intricate relationship between fatigue and female reproductive health, specifically infertility, remains largely unexplored. Our exploration into the existing body of evidence establishes a compelling link between fatigue with uterine and ovarian diseases, as well as conditions associated with infertility, such as rheumatism. This observation suggests a potentially pivotal role of fatigue in influencing overall female fertility. Furthermore, we propose a hypothetical mechanism elucidating the impact of fatigue on infertility from multiple perspectives, postulating that neuroendocrine, neurotransmitter, inflammatory immune, and mitochondrial dysfunction resulting from fatigue and its co-factors may further contribute to endocrine disorders, menstrual irregularities, and sexual dysfunction, ultimately leading to infertility. In addition to providing this comprehensive theoretical framework, we summarize anti-fatigue strategies and accentuate current knowledge gaps. By doing so, our aim is to offer novel insights, stimulate further research, and advance our understanding of the crucial interplay between fatigue and female reproductive health.
Collapse
Grants
- 82371684, 82271672 General Program of the National Natural Science Foundation of China
- 82371684, 82271672 General Program of the National Natural Science Foundation of China
- 82371684, 82271672 General Program of the National Natural Science Foundation of China
- 82371684, 82271672 General Program of the National Natural Science Foundation of China
- 82371684, 82271672 General Program of the National Natural Science Foundation of China
- JCRCWL-2022-001 the Interdisciplinary Innovative Talents Foundation from Renmin Hospital of Wuhan University
- JCRCWL-2022-001 the Interdisciplinary Innovative Talents Foundation from Renmin Hospital of Wuhan University
- JCRCWL-2022-001 the Interdisciplinary Innovative Talents Foundation from Renmin Hospital of Wuhan University
- JCRCWL-2022-001 the Interdisciplinary Innovative Talents Foundation from Renmin Hospital of Wuhan University
- JCRCWL-2022-001 the Interdisciplinary Innovative Talents Foundation from Renmin Hospital of Wuhan University
- 2022A1515010650, 2023A1515011675 the General Program of the Natural Science Foundation of Guangdong Province
- 2022A1515010650, 2023A1515011675 the General Program of the Natural Science Foundation of Guangdong Province
- 2022A1515010650, 2023A1515011675 the General Program of the Natural Science Foundation of Guangdong Province
- 2022A1515010650, 2023A1515011675 the General Program of the Natural Science Foundation of Guangdong Province
- 2022A1515010650, 2023A1515011675 the General Program of the Natural Science Foundation of Guangdong Province
Collapse
Affiliation(s)
- Wenzhu Li
- Reproductive Medical Center, Renmin Hospital of Wuhan University and Hubei Clinic Research Center for Assisted Reproductive Technology and Embryonic Development, Wuhan, 430060, China
| | - Xiaoyan Huang
- Department of Rheumatology, The University of Hong Kong- Shenzhen Hospital, Shenzhen, 518053, China
| | - Yiqiu Wei
- Reproductive Medical Center, Renmin Hospital of Wuhan University and Hubei Clinic Research Center for Assisted Reproductive Technology and Embryonic Development, Wuhan, 430060, China
| | - Tailang Yin
- Reproductive Medical Center, Renmin Hospital of Wuhan University and Hubei Clinic Research Center for Assisted Reproductive Technology and Embryonic Development, Wuhan, 430060, China.
| | - Lianghui Diao
- Shenzhen Key Laboratory of Reproductive Immunology for Peri-implantation, Shenzhen Zhongshan Institute for Reproductive Medicine and Genetics, Shenzhen Zhongshan Obstetrics & Gynecology Hospital (formerly Shenzhen Zhongshan Urology Hospital), Shenzhen, 518045, China.
- Guangdong Engineering Technology Research Center of Reproductive Immunology for Peri- implantation, Shenzhen, 518045, China.
| |
Collapse
|
12
|
Llana T, Zorzo C, Mendez-Lopez M, Mendez M. Memory alterations after COVID-19 infection: a systematic review. APPLIED NEUROPSYCHOLOGY. ADULT 2024; 31:292-305. [PMID: 36108666 DOI: 10.1080/23279095.2022.2123739] [Citation(s) in RCA: 11] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/15/2023]
Abstract
SARS-CoV-2 infection has a wide range of both acute and long-term symptoms. Memory alterations have been frequently reported in studies that explore cognition. The main objective of the systematic review is to update and further analyze the existing evidence of objective memory impairments in long-COVID-19 considering sample and study design characteristics, as well as to explore associations between memory performance and their epidemiological, clinical, and pathological features. A total of 13 studies were identified by searching in PubMed, Web of Science, and PsycInfo databases up to May 6, 2022. Most studies evaluated verbal component of memory in the short-term and long-term recall up to 30 min and mainly performed a single assessment completed at 4-6 months after the infection. The samples mainly consisted of middle-aged adults that required hospitalization. Samples were not stratified by sex, age, and severity. Poor verbal learning was reported in most cases (6-58%), followed by deficits in long-term (4-58%) and short-term (4-37%) verbal memory. Visuospatial component of memory was studied less than verbal component, showing impairment of long-term retention of visual items (10-49%). COVID-19 severity in the acute stage was not systematically associated with poor memory performance. Verbal memory deficits were associated with anxiety and depression. The existing literature on objective memory assessment in long-COVID suggests further research is warranted to confirm memory dysfunction in association with epidemiological, pathological, and clinical factors, using both verbal and visuospatial tests, and exploring in deep long-term memory deficits.
Collapse
Affiliation(s)
- Tania Llana
- Department of Psychology, Faculty of Psychology, University of Oviedo, Oviedo, Spain
| | - Candela Zorzo
- Department of Psychology, Faculty of Psychology, University of Oviedo, Oviedo, Spain
- Faculty of Psychology, Neuroscience Institute of Principado de Asturias (INEUROPA), Oviedo, Spain
- Instituto de Investigación Sanitaria del Principado de Asturias (ISPA), Av. del Hospital Universitario, Oviedo, Spain
| | - Magdalena Mendez-Lopez
- Department of Psychology and Sociology, University of Zaragoza, Zaragoza, Spain
- IIS Aragón, Zaragoza, Spain
| | - Marta Mendez
- Department of Psychology, Faculty of Psychology, University of Oviedo, Oviedo, Spain
- Faculty of Psychology, Neuroscience Institute of Principado de Asturias (INEUROPA), Oviedo, Spain
- Instituto de Investigación Sanitaria del Principado de Asturias (ISPA), Av. del Hospital Universitario, Oviedo, Spain
| |
Collapse
|
13
|
Rosenberg R, Thorpy MJ, Doghramji K, Morse AM. Brain fog in central disorders of hypersomnolence: a review. J Clin Sleep Med 2024; 20:643-651. [PMID: 38217475 PMCID: PMC10985301 DOI: 10.5664/jcsm.11014] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/30/2023] [Revised: 01/04/2024] [Accepted: 01/04/2024] [Indexed: 01/15/2024]
Abstract
Brain fog is an undefined term describing a cluster of symptoms related to fatigue and impaired memory, attention, and concentration. Brain fog or brain fog-like symptoms have been reported in central disorders of hypersomnolence and in a range of seemingly unrelated disorders, including coronavirus disease 2019, major depressive disorder, multiple sclerosis, lupus, and celiac disease. This narrative review summarizes current evidence and proposes a consensus definition for brain fog. Brain fog is prevalent in narcolepsy and idiopathic hypersomnia, with more than three-quarters of patients with either disorder reporting this symptom in a registry study; it has also been reported as particularly difficult to treat in idiopathic hypersomnia. Studies directly evaluating brain fog are rare; tools for evaluating this symptom cluster typically are patient reports, with few objective measures validated in any disorder. Evaluating brain fog is further complicated by confounding symptoms, such as excessive daytime sleepiness, which is a hallmark of hypersomnolence disorders. No treatments specifically address brain fog. The paucity of literature, assessment tools, and medications for brain fog highlights the need for research leading to better disambiguation and treatment. Until a clear consensus definition is established, we propose brain fog in hypersomnia disorders be defined as a cognitive dysfunction that may or may not be linked with excessive sleepiness, related to an underlying neuronal dysfunction, which reduces concentration and impairs information processing, leading to a complaint of lack of clarity of mental thinking and awareness. CITATION Rosenberg R, Thorpy MJ, Doghramji K, Morse AM. Brain fog in central disorders of hypersomnolence: a review. J Clin Sleep Med. 2024;20(4):643-651.
Collapse
Affiliation(s)
| | | | - Karl Doghramji
- Jefferson Sleep Disorders Center, Thomas Jefferson University, Philadelphia, Pennsylvania
| | - Anne Marie Morse
- Department of Child Neurology and Sleep Medicine, Geisinger Medical Center, Janet Weis Children’s Hospital, Danville, Pennsylvania
| |
Collapse
|
14
|
Makhluf H, Madany H, Kim K. Long COVID: Long-Term Impact of SARS-CoV2. Diagnostics (Basel) 2024; 14:711. [PMID: 38611624 PMCID: PMC11011397 DOI: 10.3390/diagnostics14070711] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/11/2024] [Revised: 03/23/2024] [Accepted: 03/25/2024] [Indexed: 04/14/2024] Open
Abstract
Four years post-pandemic, SARS-CoV-2 continues to affect many lives across the globe. An estimated 65 million people suffer from long COVID, a term used to encapsulate the post-acute sequelae of SARS-CoV-2 infections that affect multiple organ systems. Known symptoms include chronic fatigue syndrome, brain fog, cardiovascular issues, autoimmunity, dysautonomia, and clotting due to inflammation. Herein, we review long COVID symptoms, the proposed theories behind the pathology, diagnostics, treatments, and the clinical trials underway to explore treatments for viral persistence, autonomic and cognitive dysfunctions, sleep disturbances, fatigue, and exercise intolerance.
Collapse
Affiliation(s)
- Huda Makhluf
- Department of Mathematics and Natural Sciences, National University, San Diego, CA 92123, USA
- Center for Infectious Disease, La Jolla Institute, La Jolla, CA 92037, USA; (H.M.); (K.K.)
| | - Henry Madany
- Center for Infectious Disease, La Jolla Institute, La Jolla, CA 92037, USA; (H.M.); (K.K.)
- Public Health Sciences, University of California, Irvine, CA 92697, USA
| | - Kenneth Kim
- Center for Infectious Disease, La Jolla Institute, La Jolla, CA 92037, USA; (H.M.); (K.K.)
| |
Collapse
|
15
|
Sharma AA, Nenert R, Goodman AM, Szaflarski JP. Brain temperature and free water increases after mild COVID-19 infection. Sci Rep 2024; 14:7450. [PMID: 38548815 PMCID: PMC10978935 DOI: 10.1038/s41598-024-57561-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/12/2023] [Accepted: 03/19/2024] [Indexed: 04/01/2024] Open
Abstract
The pathophysiology underlying the post-acute sequelae of COVID-19 remains understudied and poorly understood, particularly in healthy adults with a history of mild infection. Chronic neuroinflammation may underlie these enduring symptoms, but studying neuroinflammatory phenomena in vivo is challenging, especially without a comparable pre-COVID-19 dataset. In this study, we present a unique dataset of 10 otherwise healthy individuals scanned before and after experiencing mild COVID-19. Two emerging MR-based methods were used to map pre- to post-COVID-19 brain temperature and free water changes. Post-COVID-19 brain temperature and free water increases, which are indirect biomarkers of neuroinflammation, were found in structures functionally associated with olfactory, cognitive, and memory processing. The largest pre- to post-COVID brain temperature increase was observed in the left olfactory tubercle (p = 0.007, 95% CI [0.48, 3.01]), with a mean increase of 1.75 °C. Notably, the olfactory tubercle is also the region of the primary olfactory cortex where participants with chronic olfactory dysfunction showed the most pronounced increases as compared to those without lingering olfactory dysfunction (adjusted pFDR = 0.0189, 95% CI [1.42, 5.27]). These preliminary insights suggest a potential link between neuroinflammation and chronic cognitive and olfactory dysfunction following mild COVID-19, although further investigations are needed to improve our understanding of what underlies these phenomena.
Collapse
Affiliation(s)
- Ayushe A Sharma
- Department of Neurology, UAB Epilepsy Center, University of Alabama at Birmingham (UAB), 1719 6th Avenue South, CIRC 312, Birmingham, AL, 35294-0021, USA.
- Department of Neurobiology, University of Alabama at Birmingham (UAB), Birmingham, AL, USA.
| | - Rodolphe Nenert
- Department of Neurology, UAB Epilepsy Center, University of Alabama at Birmingham (UAB), 1719 6th Avenue South, CIRC 312, Birmingham, AL, 35294-0021, USA
| | - Adam M Goodman
- Department of Neurology, UAB Epilepsy Center, University of Alabama at Birmingham (UAB), 1719 6th Avenue South, CIRC 312, Birmingham, AL, 35294-0021, USA
| | - Jerzy P Szaflarski
- Department of Neurology, UAB Epilepsy Center, University of Alabama at Birmingham (UAB), 1719 6th Avenue South, CIRC 312, Birmingham, AL, 35294-0021, USA.
- Department of Neurobiology, University of Alabama at Birmingham (UAB), Birmingham, AL, USA.
- Department of Neurosurgery, University of Alabama at Birmingham (UAB), Birmingham, AL, USA.
- University of Alabama at Birmingham Epilepsy Center (UABEC), Birmingham, AL, USA.
| |
Collapse
|
16
|
Gutema BT, Tariku EZ, Melketsedik ZA, Levecke B, De Henauw S, Abubakar A, Abbeddou S. Assessing the influence of COVID-19 lockdown measures on cognition and behavior in school age children in Arba Minch Health and Demographic Surveillance site, Southern Ethiopia: A cross-sectional study. PLOS GLOBAL PUBLIC HEALTH 2024; 4:e0002978. [PMID: 38512931 PMCID: PMC10956753 DOI: 10.1371/journal.pgph.0002978] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/06/2023] [Accepted: 02/07/2024] [Indexed: 03/23/2024]
Abstract
Ethiopian schools were closed for nearly 40 weeks as a measure to control the COVID-19 pandemic. The objective of the study was to evaluate the role of COVID-19 pandemic's restrictive measures on cognition and behavioral difficulties of schoolchildren in Arba Minch Health and Demographic Surveillance Site. Two cross-sectional surveys were conducted in November 2019 (pre-COVID-19-lockdown) and November 2020 (post-COVID-19 lockdown). Data were collected both at the school and homes of the children. Cognitive development of the children was assessed using digit span, Raven's coloured progressive matrices (RCPM) and Visual search using cancellation task. Behavioral difficulties score of the children was assessed using Strengths and Difficulties Questionnaire. Analysis of covariance (ANCOVA) was used to compare between the cognition outcomes and behavioral difficulties score pre- and post-COVID-19-lockdown. In a sub-group of children who provided data in both surveys, the difference in cognitive and behavioral outcomes was tested using a mixed effect model. Compared to the pre-COVID-19-lockdown, schoolchildren post-COVID-19-lockdown scored lower in the standardized performance index for the visual search task, which measures attention (0.27 SD, 95% confidence intervals (95%CI): -0.40, -0.13). However, they scored higher by 0.26 SD (95%CI: 0.13, 0.40) and 0.36 SD (95%CI: 0.22, 0.49) in digit span and RCPM, respectively, measuring working memory and non-verbal intelligence. There was no significant difference in total difficulties score between pre- and post-COVID-19-lockdown (0.01 SD, 95%CI: -0.12, 0.15). The subgroup analysis showed a significant increase in digit span among children post-COVID-19-lockdown while the other domains did not show a significant change. Factors contributing to the improvement of children's cognitive domains while away from the school environment should be explored and utilized to enhance child development. This study was registered at clinicaltrials.gov as NCT04137354 on October 14, 2019.
Collapse
Affiliation(s)
- Befikadu Tariku Gutema
- School of Public Health, College of Medicine and Health Sciences, Arba Minch University, Arba Minch, Ethiopia
- Department of Public Health and Primary Care, Faculty of Medicine and Health Sciences, Ghent University, Ghent, Belgium
| | - Eshetu Zerihun Tariku
- School of Public Health, College of Medicine and Health Sciences, Arba Minch University, Arba Minch, Ethiopia
- Department of Public Health and Primary Care, Faculty of Medicine and Health Sciences, Ghent University, Ghent, Belgium
| | | | - Bruno Levecke
- Department of Translational Physiology, Infectiology and Public Health, Faculty of Veterinary Medicine, Ghent University, Merelbeke, Belgium
| | - Stefaan De Henauw
- Department of Public Health and Primary Care, Faculty of Medicine and Health Sciences, Ghent University, Ghent, Belgium
| | - Amina Abubakar
- Kenya Medical Research Institute (KMRI)–Wellcome Trust Research Programme, Centre for Geographic Medicine Research (Coast), Kenya Medical Research Institute, Kilifi, Kenya
| | - Souheila Abbeddou
- Department of Public Health and Primary Care, Faculty of Medicine and Health Sciences, Ghent University, Ghent, Belgium
| |
Collapse
|
17
|
Allwang C, Frank T, Bruckmann P, Dinkel A, Binneboese M, Wallis H, Elgner M, Giel KE, Schurr M, Gündel H, Wedekind L, Kuhn J, Lahmann C, Müller AM, Beckmann P, Massag J, Mikolajczyk R, Junne F. Addressing psychosocial needs in patients with Long-COVID (PsyLoCo-Study): study protocol of a pilot-study of a specialized modular intervention. Front Psychiatry 2024; 15:1305691. [PMID: 38510801 PMCID: PMC10951091 DOI: 10.3389/fpsyt.2024.1305691] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/02/2023] [Accepted: 02/14/2024] [Indexed: 03/22/2024] Open
Abstract
Introduction After an acute infection with the corona virus 10-20% of those affected suffer from ongoing or new symptoms. A causal therapy for the phenomenon known as Long/Post-COVID is still lacking and specific therapies addressing psychosocial needs of these patients are imperatively needed. The aim of the PsyLoCo-study is developing and piloting a psychotherapeutic manual, which addresses Long/Post-COVID-related psychosocial needs and supports in coping with persistent bodily symptoms as well as depressive or anxiety symptoms. Methods and analysis This pilot trial implements a multi-centre, 2-arm (N=120; allocation ratio: 1:1), parallel group, randomised controlled design. The pilot trial is designed to test the feasibility and estimate the effect of 1) a 12-session psychotherapeutic intervention compared to 2) a wait-list control condition on psychosocial needs as well as bodily and affective symptoms in patients suffering from Long/Post-COVID. The intervention uses an integrative, manualized, psychotherapeutic approach. The primary study outcome is health-related quality of life. Outcome variables will be assessed at three timepoints, pre-intervention (t1), post-intervention (t2) and three months after completed intervention (t3). To determine the primary outcome, changes from t1 to t2 are examined. The analysis will be used for the planning of the RCT to test the efficacy of the developed intervention. Discussion The pilot study will evaluate a 12-session treatment manual for Long/Post-COVID sufferers and the therapy components it contains. The analysis will provide insights into the extent to which psychotherapeutic treatment approaches improve the symptoms of Long/Post-COVID sufferers. The treatment manual is designed to be carried out by psychotherapists as well as people with basic training in psychotherapeutic techniques. This approach was chosen to enable a larger number of practitioners to provide therapeutic support for Long/Post-COVID patients. After completion of the pilot study, it is planned to follow up with a randomized controlled study and to develop a treatment guideline for general practitioners and interested specialists. Trial registration The pilot trial has been registered with the German Clinical Trials Register (Deutsches Register Klinischer Studien; Trial-ID: DRKS00030866; URL: https://drks.de/search/de/trial/DRKS00030866) on March 7, 2023.
Collapse
Affiliation(s)
- Christine Allwang
- Department of Psychosomatic Medicine and Psychotherapy, Klinikum rechts der Isar, Technical University Munich, Munich, Germany
| | - Tamara Frank
- Department of Psychosomatic Medicine and Psychotherapy, Klinikum rechts der Isar, Technical University Munich, Munich, Germany
| | - Paul Bruckmann
- Department of Psychosomatic Medicine and Psychotherapy, Klinikum rechts der Isar, Technical University Munich, Munich, Germany
| | - Andreas Dinkel
- Department of Psychosomatic Medicine and Psychotherapy, Klinikum rechts der Isar, Technical University Munich, Munich, Germany
| | - Marius Binneboese
- Department of Psychosomatic Medicine and Psychotherapy, Otto-von-Guericke-University Magdeburg, Magdeburg, Germany
| | - Hannah Wallis
- Department of Psychosomatic Medicine and Psychotherapy, Otto-von-Guericke-University Magdeburg, Magdeburg, Germany
| | - Melanie Elgner
- Department of Psychosomatic Medicine and Psychotherapy, Otto-von-Guericke-University Magdeburg, Magdeburg, Germany
| | - Katrin E. Giel
- Department of Psychosomatic Medicine and Psychotherapy, Eberhard Karls University Tuebingen, Tuebingen, Germany
| | - Marisa Schurr
- Department of Psychosomatic Medicine and Psychotherapy, Eberhard Karls University Tuebingen, Tuebingen, Germany
| | - Harald Gündel
- Department of Psychosomatic Medicine and Psychotherapy, Ulm University, Ulm, Germany
| | - Lisa Wedekind
- Department of Psychosomatic Medicine and Psychotherapy, Ulm University, Ulm, Germany
| | - Julia Kuhn
- Department of Psychosomatic Medicine and Psychotherapy, Ulm University, Ulm, Germany
| | - Claas Lahmann
- Department of Psychosomatic Medicine and Psychotherapy, Albert-Ludwigs-University Freiburg, Freiburg, Germany
| | - Anne-Maria Müller
- Department of Psychosomatic Medicine and Psychotherapy, Albert-Ludwigs-University Freiburg, Freiburg, Germany
| | - Pauline Beckmann
- Department of Psychosomatic Medicine and Psychotherapy, Albert-Ludwigs-University Freiburg, Freiburg, Germany
| | - Janka Massag
- Medical Faculty, Institute of Medical Epidemiology, Biometrics and Informatics, Martin-Luther-University Halle-Wittenberg, Halle (Saale), Germany
| | - Rafael Mikolajczyk
- Medical Faculty, Institute of Medical Epidemiology, Biometrics and Informatics, Martin-Luther-University Halle-Wittenberg, Halle (Saale), Germany
- German Center for Mental Health (DZPG), partner site Halle-Jena-Magdeburg, Halle, Germany
| | - Florian Junne
- Department of Psychosomatic Medicine and Psychotherapy, Otto-von-Guericke-University Magdeburg, Magdeburg, Germany
- German Center for Mental Health (DZPG), partner Site Halle-Jena-Magdeburg, Magdeburg, Germany
| |
Collapse
|
18
|
Azargoonjahromi A. Role of the SARS-CoV-2 Virus in Brain Cells. Viral Immunol 2024; 37:61-78. [PMID: 38315740 DOI: 10.1089/vim.2023.0116] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2024] Open
Abstract
COVID-19, caused by the SARS-CoV-2 virus, can have neurological effects, including cognitive symptoms like brain fog and memory problems. Research on the neurological effects of COVID-19 is ongoing, and factors such as inflammation, disrupted blood flow, and damage to blood vessels may contribute to cognitive symptoms. Notably, some authors and existing evidence suggest that the SARS-CoV-2 virus can enter the central nervous system through different routes, including the olfactory nerve and the bloodstream. COVID-19 infection has been associated with neurological symptoms such as altered consciousness, headaches, dizziness, and mental disorders. The exact mechanisms and impact on memory formation and brain shrinkage are still being studied. This review will focus on pathways such as the olfactory nerve and blood-brain barrier disruption, and it will then highlight the interactions of the virus with different cell types in the brain, namely neurons, astrocytes, oligodendrocytes, and microglia.
Collapse
Affiliation(s)
- Ali Azargoonjahromi
- Researcher in Neuroscience, Shiraz University of Medical Sciences, Shiraz, Iran
| |
Collapse
|
19
|
Hampshire A, Azor A, Atchison C, Trender W, Hellyer PJ, Giunchiglia V, Husain M, Cooke GS, Cooper E, Lound A, Donnelly CA, Chadeau-Hyam M, Ward H, Elliott P. Cognition and Memory after Covid-19 in a Large Community Sample. N Engl J Med 2024; 390:806-818. [PMID: 38416429 PMCID: PMC7615803 DOI: 10.1056/nejmoa2311330] [Citation(s) in RCA: 25] [Impact Index Per Article: 25.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/29/2024]
Abstract
BACKGROUND Cognitive symptoms after coronavirus disease 2019 (Covid-19), the disease caused by severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2), are well-recognized. Whether objectively measurable cognitive deficits exist and how long they persist are unclear. METHODS We invited 800,000 adults in a study in England to complete an online assessment of cognitive function. We estimated a global cognitive score across eight tasks. We hypothesized that participants with persistent symptoms (lasting ≥12 weeks) after infection onset would have objectively measurable global cognitive deficits and that impairments in executive functioning and memory would be observed in such participants, especially in those who reported recent poor memory or difficulty thinking or concentrating ("brain fog"). RESULTS Of the 141,583 participants who started the online cognitive assessment, 112,964 completed it. In a multiple regression analysis, participants who had recovered from Covid-19 in whom symptoms had resolved in less than 4 weeks or at least 12 weeks had similar small deficits in global cognition as compared with those in the no-Covid-19 group, who had not been infected with SARS-CoV-2 or had unconfirmed infection (-0.23 SD [95% confidence interval {CI}, -0.33 to -0.13] and -0.24 SD [95% CI, -0.36 to -0.12], respectively); larger deficits as compared with the no-Covid-19 group were seen in participants with unresolved persistent symptoms (-0.42 SD; 95% CI, -0.53 to -0.31). Larger deficits were seen in participants who had SARS-CoV-2 infection during periods in which the original virus or the B.1.1.7 variant was predominant than in those infected with later variants (e.g., -0.17 SD for the B.1.1.7 variant vs. the B.1.1.529 variant; 95% CI, -0.20 to -0.13) and in participants who had been hospitalized than in those who had not been hospitalized (e.g., intensive care unit admission, -0.35 SD; 95% CI, -0.49 to -0.20). Results of the analyses were similar to those of propensity-score-matching analyses. In a comparison of the group that had unresolved persistent symptoms with the no-Covid-19 group, memory, reasoning, and executive function tasks were associated with the largest deficits (-0.33 to -0.20 SD); these tasks correlated weakly with recent symptoms, including poor memory and brain fog. No adverse events were reported. CONCLUSIONS Participants with resolved persistent symptoms after Covid-19 had objectively measured cognitive function similar to that in participants with shorter-duration symptoms, although short-duration Covid-19 was still associated with small cognitive deficits after recovery. Longer-term persistence of cognitive deficits and any clinical implications remain uncertain. (Funded by the National Institute for Health and Care Research and others.).
Collapse
Affiliation(s)
- Adam Hampshire
- From the Department of Brain Sciences (A.H., A.A., W.T., V.G.), MRC Centre for Environment and Health (M.C.-H., P.E.), School of Public Health (C.A., E.C., A.L., C.A.D., M.C.-H., H.W., P.E.), and the Department of Infectious Disease (G.S.C.), Imperial College London, the National Institute for Health Research Imperial Biomedical Research Centre (C.A., G.S.C., E.C., A.L., H.W., P.E.), the Centre for Neuroimaging Sciences, Institute of Psychiatry, Psychology, and Neuroscience, King's College London (P.J.H.), Imperial College Healthcare NHS Trust (G.S.C., H.W., P.E.), Health Data Research U.K. London at Imperial (P.E.), and U.K. Dementia Research Institute at Imperial (P.E.), London, and the Nuffield Department of Clinical Neurosciences (M.H.), the Departments of Experimental Psychology (M.H.) and Statistics (C.A.D.), and the Pandemic Sciences Institute (C.A.D.), University of Oxford, Oxford - all in the United Kingdom
| | - Adriana Azor
- From the Department of Brain Sciences (A.H., A.A., W.T., V.G.), MRC Centre for Environment and Health (M.C.-H., P.E.), School of Public Health (C.A., E.C., A.L., C.A.D., M.C.-H., H.W., P.E.), and the Department of Infectious Disease (G.S.C.), Imperial College London, the National Institute for Health Research Imperial Biomedical Research Centre (C.A., G.S.C., E.C., A.L., H.W., P.E.), the Centre for Neuroimaging Sciences, Institute of Psychiatry, Psychology, and Neuroscience, King's College London (P.J.H.), Imperial College Healthcare NHS Trust (G.S.C., H.W., P.E.), Health Data Research U.K. London at Imperial (P.E.), and U.K. Dementia Research Institute at Imperial (P.E.), London, and the Nuffield Department of Clinical Neurosciences (M.H.), the Departments of Experimental Psychology (M.H.) and Statistics (C.A.D.), and the Pandemic Sciences Institute (C.A.D.), University of Oxford, Oxford - all in the United Kingdom
| | - Christina Atchison
- From the Department of Brain Sciences (A.H., A.A., W.T., V.G.), MRC Centre for Environment and Health (M.C.-H., P.E.), School of Public Health (C.A., E.C., A.L., C.A.D., M.C.-H., H.W., P.E.), and the Department of Infectious Disease (G.S.C.), Imperial College London, the National Institute for Health Research Imperial Biomedical Research Centre (C.A., G.S.C., E.C., A.L., H.W., P.E.), the Centre for Neuroimaging Sciences, Institute of Psychiatry, Psychology, and Neuroscience, King's College London (P.J.H.), Imperial College Healthcare NHS Trust (G.S.C., H.W., P.E.), Health Data Research U.K. London at Imperial (P.E.), and U.K. Dementia Research Institute at Imperial (P.E.), London, and the Nuffield Department of Clinical Neurosciences (M.H.), the Departments of Experimental Psychology (M.H.) and Statistics (C.A.D.), and the Pandemic Sciences Institute (C.A.D.), University of Oxford, Oxford - all in the United Kingdom
| | - William Trender
- From the Department of Brain Sciences (A.H., A.A., W.T., V.G.), MRC Centre for Environment and Health (M.C.-H., P.E.), School of Public Health (C.A., E.C., A.L., C.A.D., M.C.-H., H.W., P.E.), and the Department of Infectious Disease (G.S.C.), Imperial College London, the National Institute for Health Research Imperial Biomedical Research Centre (C.A., G.S.C., E.C., A.L., H.W., P.E.), the Centre for Neuroimaging Sciences, Institute of Psychiatry, Psychology, and Neuroscience, King's College London (P.J.H.), Imperial College Healthcare NHS Trust (G.S.C., H.W., P.E.), Health Data Research U.K. London at Imperial (P.E.), and U.K. Dementia Research Institute at Imperial (P.E.), London, and the Nuffield Department of Clinical Neurosciences (M.H.), the Departments of Experimental Psychology (M.H.) and Statistics (C.A.D.), and the Pandemic Sciences Institute (C.A.D.), University of Oxford, Oxford - all in the United Kingdom
| | - Peter J Hellyer
- From the Department of Brain Sciences (A.H., A.A., W.T., V.G.), MRC Centre for Environment and Health (M.C.-H., P.E.), School of Public Health (C.A., E.C., A.L., C.A.D., M.C.-H., H.W., P.E.), and the Department of Infectious Disease (G.S.C.), Imperial College London, the National Institute for Health Research Imperial Biomedical Research Centre (C.A., G.S.C., E.C., A.L., H.W., P.E.), the Centre for Neuroimaging Sciences, Institute of Psychiatry, Psychology, and Neuroscience, King's College London (P.J.H.), Imperial College Healthcare NHS Trust (G.S.C., H.W., P.E.), Health Data Research U.K. London at Imperial (P.E.), and U.K. Dementia Research Institute at Imperial (P.E.), London, and the Nuffield Department of Clinical Neurosciences (M.H.), the Departments of Experimental Psychology (M.H.) and Statistics (C.A.D.), and the Pandemic Sciences Institute (C.A.D.), University of Oxford, Oxford - all in the United Kingdom
| | - Valentina Giunchiglia
- From the Department of Brain Sciences (A.H., A.A., W.T., V.G.), MRC Centre for Environment and Health (M.C.-H., P.E.), School of Public Health (C.A., E.C., A.L., C.A.D., M.C.-H., H.W., P.E.), and the Department of Infectious Disease (G.S.C.), Imperial College London, the National Institute for Health Research Imperial Biomedical Research Centre (C.A., G.S.C., E.C., A.L., H.W., P.E.), the Centre for Neuroimaging Sciences, Institute of Psychiatry, Psychology, and Neuroscience, King's College London (P.J.H.), Imperial College Healthcare NHS Trust (G.S.C., H.W., P.E.), Health Data Research U.K. London at Imperial (P.E.), and U.K. Dementia Research Institute at Imperial (P.E.), London, and the Nuffield Department of Clinical Neurosciences (M.H.), the Departments of Experimental Psychology (M.H.) and Statistics (C.A.D.), and the Pandemic Sciences Institute (C.A.D.), University of Oxford, Oxford - all in the United Kingdom
| | - Masud Husain
- From the Department of Brain Sciences (A.H., A.A., W.T., V.G.), MRC Centre for Environment and Health (M.C.-H., P.E.), School of Public Health (C.A., E.C., A.L., C.A.D., M.C.-H., H.W., P.E.), and the Department of Infectious Disease (G.S.C.), Imperial College London, the National Institute for Health Research Imperial Biomedical Research Centre (C.A., G.S.C., E.C., A.L., H.W., P.E.), the Centre for Neuroimaging Sciences, Institute of Psychiatry, Psychology, and Neuroscience, King's College London (P.J.H.), Imperial College Healthcare NHS Trust (G.S.C., H.W., P.E.), Health Data Research U.K. London at Imperial (P.E.), and U.K. Dementia Research Institute at Imperial (P.E.), London, and the Nuffield Department of Clinical Neurosciences (M.H.), the Departments of Experimental Psychology (M.H.) and Statistics (C.A.D.), and the Pandemic Sciences Institute (C.A.D.), University of Oxford, Oxford - all in the United Kingdom
| | - Graham S Cooke
- From the Department of Brain Sciences (A.H., A.A., W.T., V.G.), MRC Centre for Environment and Health (M.C.-H., P.E.), School of Public Health (C.A., E.C., A.L., C.A.D., M.C.-H., H.W., P.E.), and the Department of Infectious Disease (G.S.C.), Imperial College London, the National Institute for Health Research Imperial Biomedical Research Centre (C.A., G.S.C., E.C., A.L., H.W., P.E.), the Centre for Neuroimaging Sciences, Institute of Psychiatry, Psychology, and Neuroscience, King's College London (P.J.H.), Imperial College Healthcare NHS Trust (G.S.C., H.W., P.E.), Health Data Research U.K. London at Imperial (P.E.), and U.K. Dementia Research Institute at Imperial (P.E.), London, and the Nuffield Department of Clinical Neurosciences (M.H.), the Departments of Experimental Psychology (M.H.) and Statistics (C.A.D.), and the Pandemic Sciences Institute (C.A.D.), University of Oxford, Oxford - all in the United Kingdom
| | - Emily Cooper
- From the Department of Brain Sciences (A.H., A.A., W.T., V.G.), MRC Centre for Environment and Health (M.C.-H., P.E.), School of Public Health (C.A., E.C., A.L., C.A.D., M.C.-H., H.W., P.E.), and the Department of Infectious Disease (G.S.C.), Imperial College London, the National Institute for Health Research Imperial Biomedical Research Centre (C.A., G.S.C., E.C., A.L., H.W., P.E.), the Centre for Neuroimaging Sciences, Institute of Psychiatry, Psychology, and Neuroscience, King's College London (P.J.H.), Imperial College Healthcare NHS Trust (G.S.C., H.W., P.E.), Health Data Research U.K. London at Imperial (P.E.), and U.K. Dementia Research Institute at Imperial (P.E.), London, and the Nuffield Department of Clinical Neurosciences (M.H.), the Departments of Experimental Psychology (M.H.) and Statistics (C.A.D.), and the Pandemic Sciences Institute (C.A.D.), University of Oxford, Oxford - all in the United Kingdom
| | - Adam Lound
- From the Department of Brain Sciences (A.H., A.A., W.T., V.G.), MRC Centre for Environment and Health (M.C.-H., P.E.), School of Public Health (C.A., E.C., A.L., C.A.D., M.C.-H., H.W., P.E.), and the Department of Infectious Disease (G.S.C.), Imperial College London, the National Institute for Health Research Imperial Biomedical Research Centre (C.A., G.S.C., E.C., A.L., H.W., P.E.), the Centre for Neuroimaging Sciences, Institute of Psychiatry, Psychology, and Neuroscience, King's College London (P.J.H.), Imperial College Healthcare NHS Trust (G.S.C., H.W., P.E.), Health Data Research U.K. London at Imperial (P.E.), and U.K. Dementia Research Institute at Imperial (P.E.), London, and the Nuffield Department of Clinical Neurosciences (M.H.), the Departments of Experimental Psychology (M.H.) and Statistics (C.A.D.), and the Pandemic Sciences Institute (C.A.D.), University of Oxford, Oxford - all in the United Kingdom
| | - Christl A Donnelly
- From the Department of Brain Sciences (A.H., A.A., W.T., V.G.), MRC Centre for Environment and Health (M.C.-H., P.E.), School of Public Health (C.A., E.C., A.L., C.A.D., M.C.-H., H.W., P.E.), and the Department of Infectious Disease (G.S.C.), Imperial College London, the National Institute for Health Research Imperial Biomedical Research Centre (C.A., G.S.C., E.C., A.L., H.W., P.E.), the Centre for Neuroimaging Sciences, Institute of Psychiatry, Psychology, and Neuroscience, King's College London (P.J.H.), Imperial College Healthcare NHS Trust (G.S.C., H.W., P.E.), Health Data Research U.K. London at Imperial (P.E.), and U.K. Dementia Research Institute at Imperial (P.E.), London, and the Nuffield Department of Clinical Neurosciences (M.H.), the Departments of Experimental Psychology (M.H.) and Statistics (C.A.D.), and the Pandemic Sciences Institute (C.A.D.), University of Oxford, Oxford - all in the United Kingdom
| | - Marc Chadeau-Hyam
- From the Department of Brain Sciences (A.H., A.A., W.T., V.G.), MRC Centre for Environment and Health (M.C.-H., P.E.), School of Public Health (C.A., E.C., A.L., C.A.D., M.C.-H., H.W., P.E.), and the Department of Infectious Disease (G.S.C.), Imperial College London, the National Institute for Health Research Imperial Biomedical Research Centre (C.A., G.S.C., E.C., A.L., H.W., P.E.), the Centre for Neuroimaging Sciences, Institute of Psychiatry, Psychology, and Neuroscience, King's College London (P.J.H.), Imperial College Healthcare NHS Trust (G.S.C., H.W., P.E.), Health Data Research U.K. London at Imperial (P.E.), and U.K. Dementia Research Institute at Imperial (P.E.), London, and the Nuffield Department of Clinical Neurosciences (M.H.), the Departments of Experimental Psychology (M.H.) and Statistics (C.A.D.), and the Pandemic Sciences Institute (C.A.D.), University of Oxford, Oxford - all in the United Kingdom
| | - Helen Ward
- From the Department of Brain Sciences (A.H., A.A., W.T., V.G.), MRC Centre for Environment and Health (M.C.-H., P.E.), School of Public Health (C.A., E.C., A.L., C.A.D., M.C.-H., H.W., P.E.), and the Department of Infectious Disease (G.S.C.), Imperial College London, the National Institute for Health Research Imperial Biomedical Research Centre (C.A., G.S.C., E.C., A.L., H.W., P.E.), the Centre for Neuroimaging Sciences, Institute of Psychiatry, Psychology, and Neuroscience, King's College London (P.J.H.), Imperial College Healthcare NHS Trust (G.S.C., H.W., P.E.), Health Data Research U.K. London at Imperial (P.E.), and U.K. Dementia Research Institute at Imperial (P.E.), London, and the Nuffield Department of Clinical Neurosciences (M.H.), the Departments of Experimental Psychology (M.H.) and Statistics (C.A.D.), and the Pandemic Sciences Institute (C.A.D.), University of Oxford, Oxford - all in the United Kingdom
| | - Paul Elliott
- From the Department of Brain Sciences (A.H., A.A., W.T., V.G.), MRC Centre for Environment and Health (M.C.-H., P.E.), School of Public Health (C.A., E.C., A.L., C.A.D., M.C.-H., H.W., P.E.), and the Department of Infectious Disease (G.S.C.), Imperial College London, the National Institute for Health Research Imperial Biomedical Research Centre (C.A., G.S.C., E.C., A.L., H.W., P.E.), the Centre for Neuroimaging Sciences, Institute of Psychiatry, Psychology, and Neuroscience, King's College London (P.J.H.), Imperial College Healthcare NHS Trust (G.S.C., H.W., P.E.), Health Data Research U.K. London at Imperial (P.E.), and U.K. Dementia Research Institute at Imperial (P.E.), London, and the Nuffield Department of Clinical Neurosciences (M.H.), the Departments of Experimental Psychology (M.H.) and Statistics (C.A.D.), and the Pandemic Sciences Institute (C.A.D.), University of Oxford, Oxford - all in the United Kingdom
| |
Collapse
|
20
|
Fanshawe JB, Sargent BF, Badenoch JB, Saini A, Watson CJ, Pokrovskaya A, Aniwattanapong D, Conti I, Nye C, Burchill E, Hussain ZU, Said K, Kuhoga E, Tharmaratnam K, Pendered S, Mbwele B, Taquet M, Wood GK, Rogers JP, Hampshire A, Carson A, David AS, Michael BD, Nicholson TR, Paddick SM, Leek CE. Cognitive domains affected post-COVID-19; a systematic review and meta-analysis. Eur J Neurol 2024:e16181. [PMID: 38375608 DOI: 10.1111/ene.16181] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/17/2023] [Revised: 10/23/2023] [Accepted: 11/29/2023] [Indexed: 02/21/2024]
Abstract
BACKGROUND AND PURPOSE This review aims to characterize the pattern of post-COVID-19 cognitive impairment, allowing better prediction of impact on daily function to inform clinical management and rehabilitation. METHODS A systematic review and meta-analysis of neurocognitive sequelae following COVID-19 was conducted, following PRISMA-S guidelines. Studies were included if they reported domain-specific cognitive assessment in patients with COVID-19 at >4 weeks post-infection. Studies were deemed high-quality if they had >40 participants, utilized healthy controls, had low attrition rates and mitigated for confounders. RESULTS Five of the seven primary Diagnostic and Statistical Manual of Mental Disorders (DSM-5) cognitive domains were assessed by enough high-quality studies to facilitate meta-analysis. Medium effect sizes indicating impairment in patients post-COVID-19 versus controls were seen across executive function (standardised mean difference (SMD) -0.45), learning and memory (SMD -0.55), complex attention (SMD -0.54) and language (SMD -0.54), with perceptual motor function appearing to be impacted to a greater degree (SMD -0.70). A narrative synthesis of the 56 low-quality studies also suggested no obvious pattern of impairment. CONCLUSIONS This review found moderate impairments across multiple domains of cognition in patients post-COVID-19, with no specific pattern. The reported literature was significantly heterogeneous, with a wide variety of cognitive tasks, small sample sizes and disparate initial disease severities limiting interpretability. The finding of consistent impairment across a range of cognitive tasks suggests broad, as opposed to domain-specific, brain dysfunction. Future studies should utilize a harmonized test battery to facilitate inter-study comparisons, whilst also accounting for the interactions between COVID-19, neurological sequelae and mental health, the interplay between which might explain cognitive impairment.
Collapse
Affiliation(s)
- Jack B Fanshawe
- Department of Psychiatry, University of Oxford, Oxford, UK
- Oxford Health NHS Foundation Trust, Oxford, UK
| | - Brendan F Sargent
- Department of Psychiatry, University of Oxford, Oxford, UK
- Department of Clinical Infection, Microbiology and Immunology, Institute of Infection, Veterinary and Ecological Sciences, University of Liverpool, Liverpool, UK
| | - James B Badenoch
- Barts Health NHS Trust, London, UK
- Preventive Neurology Unit, Queen Mary University of London, London, UK
| | - Aman Saini
- School of Life and Medical Sciences, University College London, London, UK
| | - Cameron J Watson
- Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, UK
- South London and Maudsley NHS Foundation Trust, London, UK
| | | | - Daruj Aniwattanapong
- Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, UK
- Department of Psychiatry, King Chulalongkorn Memorial Hospital, Bangkok, Thailand
| | - Isabella Conti
- Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, UK
| | - Charles Nye
- Gloucestershire Hospitals NHS Foundation Trust, Gloucester, UK
| | - Ella Burchill
- Division of Psychiatry, University College London, London, UK
| | - Zain U Hussain
- NHS Greater Glasgow and Clyde, Glasgow, UK
- Edinburgh Medical School, University of Edinburgh, Edinburgh, UK
| | - Khanafi Said
- Mbeya College of Health and Allied Sciences, University of Dar es Salaam, Mbeya, Tanzania
| | - Elinda Kuhoga
- Mbeya College of Health and Allied Sciences, University of Dar es Salaam, Mbeya, Tanzania
| | - Kukatharmini Tharmaratnam
- Department of Clinical Infection, Microbiology and Immunology, Institute of Infection, Veterinary and Ecological Sciences, University of Liverpool, Liverpool, UK
| | - Sophie Pendered
- Department of Clinical Infection, Microbiology and Immunology, Institute of Infection, Veterinary and Ecological Sciences, University of Liverpool, Liverpool, UK
| | - Bernard Mbwele
- Mbeya College of Health and Allied Sciences, University of Dar es Salaam, Mbeya, Tanzania
| | - Maxime Taquet
- Department of Psychiatry, University of Oxford, Oxford, UK
- Oxford Health NHS Foundation Trust, Oxford, UK
| | - Greta K Wood
- Department of Clinical Infection, Microbiology and Immunology, Institute of Infection, Veterinary and Ecological Sciences, University of Liverpool, Liverpool, UK
| | | | - Adam Hampshire
- Department of Brain Sciences, Imperial College London, London, UK
| | - Alan Carson
- Centre for Clinical Brain Sciences, University of Edinburgh, Edinburgh, UK
| | - Anthony S David
- Division of Psychiatry, University College London, London, UK
| | - Benedict D Michael
- Department of Clinical Infection, Microbiology and Immunology, Institute of Infection, Veterinary and Ecological Sciences, University of Liverpool, Liverpool, UK
- NIHR Health Protection Research Unit in Emerging and Zoonotic Infections at University of Liverpool, Liverpool, UK
- Walton Centre NHS Foundation Trust, Liverpool, UK
| | - Timothy R Nicholson
- Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, UK
| | - Stella-Maria Paddick
- Translational and Clinical Research Institute, Newcastle University, Newcastle upon Tyne, UK
- Gateshead Health NHS Foundation Trust, Gateshead, UK
| | - Charles E Leek
- Department of Psychology, University of Liverpool, Liverpool, UK
| |
Collapse
|
21
|
Hayward W, Buch ER, Norato G, Iwane F, Dash D, Salamanca-Girón RF, Bartrum E, Walitt B, Nath A, Cohen LG. Procedural Motor Memory Deficits in Patients With Long-COVID. Neurology 2024; 102:e208073. [PMID: 38237090 PMCID: PMC11097756 DOI: 10.1212/wnl.0000000000208073] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/26/2023] [Accepted: 10/26/2023] [Indexed: 01/23/2024] Open
Abstract
BACKGROUND AND OBJECTIVES At least 15% of patients who recover from acute severe acute respiratory syndrome coronavirus 2 infection experience lasting symptoms ("Long-COVID") including "brain fog" and deficits in declarative memory. It is not known if Long-COVID affects patients' ability to form and retain procedural motor skill memories. The objective was to determine the ability of patients with Long-COVID to acquire and consolidate a new procedural motor skill over 2 training days. The primary outcome was to determine difference in early learning, measured as the increase in correct sequence typing speed over the initial 11 practice trials of a new skill. The secondary outcomes were initial and final typing speed on days 1 and 2, learning rate, overnight consolidation, and typing accuracy. METHODS In this prospective, cross-sectional, online, case-control study, participants learned a sequential motor skill over 2 consecutive days (NCT05746624). Patients with Long-COVID (reporting persistent post-coronavirus disease 2019 [COVID-19] symptoms for more than 4 weeks) were recruited at the NIH. Patients were matched one-to-one by age and sex to controls recruited during the pandemic using a crowd-sourcing platform. Selection criteria included age 18-90 years, English speaking, right-handed, able to type with the left hand, denied active fever or respiratory infection, and no previous task exposure. Data were also compared with an age-matched and sex-matched control group who performed the task online before the COVID-19 pandemic (prepandemic controls). RESULTS In total, 105 of 236 patients contacted agreed to participate and completed the experiment (mean ± SD age 46 ± 12.8 years, 82% female). Both healthy control groups had 105 participants (mean age 46 ± 13.1 and 46 ± 11.9 years, 82% female). Early learning was comparable across groups (Long-COVID: 0.36 ± 0.24 correct sequences/second, pandemic controls: 0.36 ± 0.53 prepandemic controls: 0.38 ± 0.57, patients vs pandemic controls [CI -0.068 to 0.067], vs prepandemic controls [CI -0.084 to 0.052], and between controls [CI -0.083 to 0.053], p = 0.82). Initial and final typing speeds on days 1 and 2 were slower in patients than controls. Patients with Long-COVID showed a significantly reduced overnight consolidation and a nonsignificant trend to reduced learning rates. DISCUSSION Early learning was comparable in patients with Long-COVID and controls. Anomalous initial performance is consistent with executive dysfunction. Reduction in overnight consolidation may relate to deficits in procedural memory formation.
Collapse
Affiliation(s)
- William Hayward
- From the Human Cortical Physiology and Neurorehabilitation Section (W.H., E.R.B., F.I., D.D., R.F.S.-G., L.G.C.), Clinical Trials Unit (G.N.), Office of the Clinical Director, and Section of Infections of the Nervous System (E.B., B.W., A.N.), National Institute of Neurological Disorders and Stroke, NIH, Bethesda, MD
| | - Ethan R Buch
- From the Human Cortical Physiology and Neurorehabilitation Section (W.H., E.R.B., F.I., D.D., R.F.S.-G., L.G.C.), Clinical Trials Unit (G.N.), Office of the Clinical Director, and Section of Infections of the Nervous System (E.B., B.W., A.N.), National Institute of Neurological Disorders and Stroke, NIH, Bethesda, MD
| | - Gina Norato
- From the Human Cortical Physiology and Neurorehabilitation Section (W.H., E.R.B., F.I., D.D., R.F.S.-G., L.G.C.), Clinical Trials Unit (G.N.), Office of the Clinical Director, and Section of Infections of the Nervous System (E.B., B.W., A.N.), National Institute of Neurological Disorders and Stroke, NIH, Bethesda, MD
| | - Fumiaki Iwane
- From the Human Cortical Physiology and Neurorehabilitation Section (W.H., E.R.B., F.I., D.D., R.F.S.-G., L.G.C.), Clinical Trials Unit (G.N.), Office of the Clinical Director, and Section of Infections of the Nervous System (E.B., B.W., A.N.), National Institute of Neurological Disorders and Stroke, NIH, Bethesda, MD
| | - Dabedatta Dash
- From the Human Cortical Physiology and Neurorehabilitation Section (W.H., E.R.B., F.I., D.D., R.F.S.-G., L.G.C.), Clinical Trials Unit (G.N.), Office of the Clinical Director, and Section of Infections of the Nervous System (E.B., B.W., A.N.), National Institute of Neurological Disorders and Stroke, NIH, Bethesda, MD
| | - Roberto F Salamanca-Girón
- From the Human Cortical Physiology and Neurorehabilitation Section (W.H., E.R.B., F.I., D.D., R.F.S.-G., L.G.C.), Clinical Trials Unit (G.N.), Office of the Clinical Director, and Section of Infections of the Nervous System (E.B., B.W., A.N.), National Institute of Neurological Disorders and Stroke, NIH, Bethesda, MD
| | - Elizabeth Bartrum
- From the Human Cortical Physiology and Neurorehabilitation Section (W.H., E.R.B., F.I., D.D., R.F.S.-G., L.G.C.), Clinical Trials Unit (G.N.), Office of the Clinical Director, and Section of Infections of the Nervous System (E.B., B.W., A.N.), National Institute of Neurological Disorders and Stroke, NIH, Bethesda, MD
| | - Brian Walitt
- From the Human Cortical Physiology and Neurorehabilitation Section (W.H., E.R.B., F.I., D.D., R.F.S.-G., L.G.C.), Clinical Trials Unit (G.N.), Office of the Clinical Director, and Section of Infections of the Nervous System (E.B., B.W., A.N.), National Institute of Neurological Disorders and Stroke, NIH, Bethesda, MD
| | - Avindra Nath
- From the Human Cortical Physiology and Neurorehabilitation Section (W.H., E.R.B., F.I., D.D., R.F.S.-G., L.G.C.), Clinical Trials Unit (G.N.), Office of the Clinical Director, and Section of Infections of the Nervous System (E.B., B.W., A.N.), National Institute of Neurological Disorders and Stroke, NIH, Bethesda, MD
| | - Leonardo G Cohen
- From the Human Cortical Physiology and Neurorehabilitation Section (W.H., E.R.B., F.I., D.D., R.F.S.-G., L.G.C.), Clinical Trials Unit (G.N.), Office of the Clinical Director, and Section of Infections of the Nervous System (E.B., B.W., A.N.), National Institute of Neurological Disorders and Stroke, NIH, Bethesda, MD
| |
Collapse
|
22
|
Ladds E, Darbyshire JL, Bakerly ND, Falope Z, Tucker-Bell I. Cognitive dysfunction after covid-19. BMJ 2024; 384:e075387. [PMID: 38302141 DOI: 10.1136/bmj-2023-075387] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/03/2024]
Affiliation(s)
- Emma Ladds
- Nuffield Department of Primary Care Health Sciences, University of Oxford, UK
| | - Julie L Darbyshire
- Nuffield Department of Primary Care Health Sciences, University of Oxford, UK
| | - Nawar Diar Bakerly
- The Northern Care Alliance, Manchester Metropolitan University, University of Manchester
| | | | | |
Collapse
|
23
|
Zhao S, Martin EM, Reuken PA, Scholcz A, Ganse-Dumrath A, Srowig A, Utech I, Kozik V, Radscheidt M, Brodoehl S, Stallmach A, Schwab M, Fraser E, Finke K, Husain M. Long COVID is associated with severe cognitive slowing: a multicentre cross-sectional study. EClinicalMedicine 2024; 68:102434. [PMID: 38318123 PMCID: PMC10839583 DOI: 10.1016/j.eclinm.2024.102434] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/05/2023] [Revised: 01/08/2024] [Accepted: 01/10/2024] [Indexed: 02/07/2024] Open
Abstract
Background COVID-19 survivors may experience a wide range of chronic cognitive symptoms for months or years as part of post-COVID-19 conditions (PCC). To date, there is no definitive objective cognitive marker for PCC. We hypothesised that a key common deficit in people with PCC might be generalised cognitive slowing. Methods To examine cognitive slowing, patients with PCC completed two short web-based cognitive tasks, Simple Reaction Time (SRT) and Number Vigilance Test (NVT). 270 patients diagnosed with PCC at two different clinics in UK and Germany were compared to two control groups: individuals who contracted COVID-19 before but did not experience PCC after recovery (No-PCC group) and uninfected individuals (No-COVID group). All patients with PCC completed the study between May 18, 2021 and July 4, 2023 in Jena University Hospital, Jena, Germany and Long COVID clinic, Oxford, UK. Findings We identified pronounced cognitive slowing in patients with PCC, which distinguished them from age-matched healthy individuals who previously had symptomatic COVID-19 but did not manifest PCC. Cognitive slowing was evident even on a 30-s task measuring simple reaction time (SRT), with patients with PCC responding to stimuli ∼3 standard deviations slower than healthy controls. 53.5% of patients with PCC's response speed was slower than 2 standard deviations from the control mean, indicating a high prevalence of cognitive slowing in PCC. This finding was replicated across two clinic samples in Germany and the UK. Comorbidities such as fatigue, depression, anxiety, sleep disturbance, and post-traumatic stress disorder did not account for the extent of cognitive slowing in patients with PCC. Furthermore, cognitive slowing on the SRT was highly correlated with the poor performance of patients with PCC on the NVT measure of sustained attention. Interpretation Together, these results robustly demonstrate pronounced cognitive slowing in people with PCC, which distinguishes them from age-matched healthy individuals who previously had symptomatic COVID-19 but did not manifest PCC. This might be an important factor contributing to some of the cognitive impairments reported in patients with PCC. Funding Wellcome Trust (206330/Z/17/Z), NIHR Oxford Health Biomedical Research Centre, the Thüringer Aufbaubank (2021 FGI 0060), German Forschungsgemeinschaft (DFG, FI 1424/2-1) and the Horizon 2020 Framework Programme of the European Union (ITN SmartAge, H2020-MSCA-ITN-2019-859890).
Collapse
Affiliation(s)
- Sijia Zhao
- Department of Experimental Psychology, University of Oxford, Oxford, OX2 6GG, UK
| | - Eva Maria Martin
- Department of Neurology, Jena University Hospital, Jena, Germany
| | - Philipp A. Reuken
- Department of Internal Medicine IV (Gastroenterology, Hepatology and Infectious Diseases), Jena University Hospital, Jena, Germany
| | - Anna Scholcz
- Department of Experimental Psychology, University of Oxford, Oxford, OX2 6GG, UK
- Nuffield Department of Clinical Neurosciences, University of Oxford, Oxford, OX3 9DU, UK
| | - Akke Ganse-Dumrath
- Department of Experimental Psychology, University of Oxford, Oxford, OX2 6GG, UK
- Nuffield Department of Clinical Neurosciences, University of Oxford, Oxford, OX3 9DU, UK
| | - Annie Srowig
- Department of Neurology, Jena University Hospital, Jena, Germany
| | - Isabelle Utech
- Department of Neurology, Jena University Hospital, Jena, Germany
| | - Valeska Kozik
- Department of Neurology, Jena University Hospital, Jena, Germany
| | | | - Stefan Brodoehl
- Department of Neurology, Jena University Hospital, Jena, Germany
| | - Andreas Stallmach
- Department of Internal Medicine IV (Gastroenterology, Hepatology and Infectious Diseases), Jena University Hospital, Jena, Germany
- Center for Sepsis Control and Care (CSCC), Jena University Hospital, Jena, Germany
| | - Matthias Schwab
- Department of Neurology, Jena University Hospital, Jena, Germany
| | - Emily Fraser
- Oxfordshire Post-COVID Assessment Clinic, Oxford University Hospitals Foundation NHS Trust, Oxford, UK
| | - Kathrin Finke
- Department of Neurology, Jena University Hospital, Jena, Germany
- Center for Sepsis Control and Care (CSCC), Jena University Hospital, Jena, Germany
- Department of Psychology, LMU Munich, Munich, Germany
| | - Masud Husain
- Department of Experimental Psychology, University of Oxford, Oxford, OX2 6GG, UK
- Nuffield Department of Clinical Neurosciences, University of Oxford, Oxford, OX3 9DU, UK
| |
Collapse
|
24
|
Titze-de-Almeida R, Araújo Lacerda PH, de Oliveira EP, de Oliveira MEF, Vianna YSS, Costa AM, Pereira Dos Santos E, Guérard LMC, Ferreira MADM, Rodrigues Dos Santos IC, Gonçalves JDDS, Ginani Ferreira G, Souza Titze-de-Almeida S, Brandão PRDP, Eri Shimizu H, Silva APB, Delgado-Rodrigues RN. Sleep and memory complaints in long COVID: an insight into clustered psychological phenotypes. PeerJ 2024; 12:e16669. [PMID: 38313024 PMCID: PMC10836207 DOI: 10.7717/peerj.16669] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/08/2023] [Accepted: 11/22/2023] [Indexed: 02/06/2024] Open
Abstract
This study evaluated clinical features of individuals with long COVID (5-8 months after diagnosis) who reported sleep and memory problems (62 cases) compared to those without (52 controls). Both groups had a similar mean age (41 vs. 39 years). Around 86% of the participants were non-hospitalized at the time of infection, and none of them were vaccinated at that point. Subsequently, both cases and controls received the vaccine; however, the vaccination rates differed significantly between the groups (30.7% vs. 51.0%). Cases and controls had similar rates of symptoms at acute COVID phase. However, cases were more likely to experience coryza, dyspnea, headache, and nausea/vomiting during long COVID. Regarding new-onset symptoms in long COVID, 12.9% of cases had dyspnea, and 14.5% experienced nausea/vomiting, whereas in the control group there were only 1.9% and 0.0%, respectively. Cases also had a significantly higher prevalence of persistent headache (22.6% vs. 7.7%), and dyspnea (12.9% vs. 0.0). In addition, cases also showed an increased rate of mental health complaints: disability in daily activities (45.2% vs. 9.6%; P < 0.001); concentration/sustained attention difficulties (74.2% vs. 9.6%; P < 0.001); anxiety-Generalized Anxiety Disorder 2-item scale (GAD-2) ≥ 3 (66.1% vs. 34.6%; P = 0.0013); and "post-COVID sadness" (82.3% vs. 40.4%; P < 0.001). We observed a significant correlation between sadness and anxiety in cases, which was not observed in controls (P=0.0212; Spearman correlation test). Furthermore, the frequency of concomitant sadness and anxiety was markedly higher in cases compared to controls (59.7% vs. 19.2%) (P < 0.0001; Mann-Whitney test). These findings highlight a noteworthy association between sadness and anxiety specifically in cases. In conclusion, our data identified concurrent psychological phenotypes in individuals experiencing sleep and memory disturbances during long COVID. This strengthens the existing evidence that SARS-CoV-2 causes widespread brain pathology with interconnected phenotypic clusters. This finding highlights the need for comprehensive medical attention to address these complex issues, as well as major investments in testing strategies capable of preventing the development of long COVID sequelae, such as vaccination.
Collapse
Affiliation(s)
- Ricardo Titze-de-Almeida
- Central Institute of Sciences, Research Center for Major Themes, University of Brasília, Brasília, DF, Brazil
- University of Brasília/FAV, Central Institute of Sciences, Technology for Gene Therapy Laboratory, Brasília, DF, Brazil
| | | | - Edson Pereira de Oliveira
- Central Institute of Sciences, Research Center for Major Themes, University of Brasília, Brasília, DF, Brazil
| | | | | | - Amanda Machado Costa
- Central Institute of Sciences, Research Center for Major Themes, University of Brasília, Brasília, DF, Brazil
| | - Eloísa Pereira Dos Santos
- Central Institute of Sciences, Research Center for Major Themes, University of Brasília, Brasília, DF, Brazil
| | - Louise Marie Coelho Guérard
- Central Institute of Sciences, Research Center for Major Themes, University of Brasília, Brasília, DF, Brazil
| | | | | | | | - Gabriel Ginani Ferreira
- Central Institute of Sciences, Research Center for Major Themes, University of Brasília, Brasília, DF, Brazil
- University of Brasília/FAV, Central Institute of Sciences, Technology for Gene Therapy Laboratory, Brasília, DF, Brazil
| | - Simoneide Souza Titze-de-Almeida
- Central Institute of Sciences, Research Center for Major Themes, University of Brasília, Brasília, DF, Brazil
- University of Brasília/FAV, Central Institute of Sciences, Technology for Gene Therapy Laboratory, Brasília, DF, Brazil
| | - Pedro Renato de Paula Brandão
- Central Institute of Sciences, Research Center for Major Themes, University of Brasília, Brasília, DF, Brazil
- Sírio-Libanês Hospital, Brasília, Brazil., Brasília, DF, Brazil
| | - Helena Eri Shimizu
- Department of Collective Health, Research Center for Major Themes, University of Brasília, Brasília, DF, Brazil
| | - Andrezza Paula Brito Silva
- Central Institute of Sciences, Research Center for Major Themes, University of Brasília, Brasília, DF, Brazil
| | | |
Collapse
|
25
|
Song J, Khanduja S, Rando H, Shi W, Hazel K, Pottanat GP, Jones E, Xu C, Hu Z, Lin D, Yasar S, Lu H, Cho SM, Jiang D. Brain Frontal-Lobe Misery Perfusion in COVID-19 ICU Survivors: An MRI Pilot Study. Brain Sci 2024; 14:94. [PMID: 38248309 PMCID: PMC10813864 DOI: 10.3390/brainsci14010094] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/29/2023] [Revised: 01/13/2024] [Accepted: 01/16/2024] [Indexed: 01/23/2024] Open
Abstract
Post-acute COVID-19 syndrome (PCS) is highly prevalent. Critically ill patients requiring intensive care unit (ICU) admission are at a higher risk of developing PCS. The mechanisms underlying PCS are still under investigation and may involve microvascular damage in the brain. Cerebral misery perfusion, characterized by reduced cerebral blood flow (CBF) and elevated oxygen extraction fraction (OEF) in affected brain areas, has been demonstrated in cerebrovascular diseases such as carotid occlusion and stroke. This pilot study aimed to examine whether COVID-19 ICU survivors exhibited regional misery perfusion, indicating cerebral microvascular damage. In total, 7 COVID-19 ICU survivors (4 female, 20-77 years old) and 19 age- and sex-matched healthy controls (12 female, 22-77 years old) were studied. The average interval between ICU admission and the MRI scan was 118.6 ± 30.3 days. The regional OEF was measured using a recently developed technique, accelerated T2-relaxation-under-phase-contrast MRI, while the regional CBF was assessed using pseudo-continuous arterial spin labeling. COVID-19 ICU survivors exhibited elevated OEF (β = 5.21 ± 2.48%, p = 0.047) and reduced relative CBF (β = -0.083 ± 0.025, p = 0.003) in the frontal lobe compared to healthy controls. In conclusion, misery perfusion was observed in the frontal lobe of COVID-19 ICU survivors, suggesting microvascular damage in this critical brain area for high-level cognitive functions that are known to manifest deficits in PCS. Physiological biomarkers such as OEF and CBF may provide new tools to improve the understanding and treatment of PCS.
Collapse
Affiliation(s)
- Jie Song
- Department of Biomedical Engineering, Johns Hopkins University School of Engineering, Baltimore, MD 21218, USA
| | - Shivalika Khanduja
- Department of Surgery, Johns Hopkins University School of Medicine, Baltimore, MD 21287, USA
| | - Hannah Rando
- Department of Surgery, Johns Hopkins University School of Medicine, Baltimore, MD 21287, USA
| | - Wen Shi
- Department of Biomedical Engineering, Johns Hopkins University School of Medicine, Baltimore, MD 21287, USA
- The Russell H. Morgan Department of Radiology & Radiological Science, Johns Hopkins University School of Medicine, 600 N. Wolfe Street, Park 324, Baltimore, MD 21287, USA
| | - Kaisha Hazel
- The Russell H. Morgan Department of Radiology & Radiological Science, Johns Hopkins University School of Medicine, 600 N. Wolfe Street, Park 324, Baltimore, MD 21287, USA
| | - George Paul Pottanat
- The Russell H. Morgan Department of Radiology & Radiological Science, Johns Hopkins University School of Medicine, 600 N. Wolfe Street, Park 324, Baltimore, MD 21287, USA
| | - Ebony Jones
- The Russell H. Morgan Department of Radiology & Radiological Science, Johns Hopkins University School of Medicine, 600 N. Wolfe Street, Park 324, Baltimore, MD 21287, USA
| | - Cuimei Xu
- The Russell H. Morgan Department of Radiology & Radiological Science, Johns Hopkins University School of Medicine, 600 N. Wolfe Street, Park 324, Baltimore, MD 21287, USA
| | - Zhiyi Hu
- Department of Biomedical Engineering, Johns Hopkins University School of Medicine, Baltimore, MD 21287, USA
- The Russell H. Morgan Department of Radiology & Radiological Science, Johns Hopkins University School of Medicine, 600 N. Wolfe Street, Park 324, Baltimore, MD 21287, USA
| | - Doris Lin
- The Russell H. Morgan Department of Radiology & Radiological Science, Johns Hopkins University School of Medicine, 600 N. Wolfe Street, Park 324, Baltimore, MD 21287, USA
| | - Sevil Yasar
- Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, MD 21287, USA
| | - Hanzhang Lu
- Department of Biomedical Engineering, Johns Hopkins University School of Medicine, Baltimore, MD 21287, USA
- The Russell H. Morgan Department of Radiology & Radiological Science, Johns Hopkins University School of Medicine, 600 N. Wolfe Street, Park 324, Baltimore, MD 21287, USA
- F. M. Kirby Research Center for Functional Brain Imaging, Kennedy Krieger Research Institute, Baltimore, MD 21205, USA
| | - Sung-Min Cho
- Department of Neurology, Neurosurgery, Surgery, Anesthesiology, and Critical Care Medicine, Johns Hopkins University School of Medicine, Baltimore, MD 21287, USA
| | - Dengrong Jiang
- The Russell H. Morgan Department of Radiology & Radiological Science, Johns Hopkins University School of Medicine, 600 N. Wolfe Street, Park 324, Baltimore, MD 21287, USA
| |
Collapse
|
26
|
Martin EM, Srowig A, Utech I, Schrenk S, Kattlun F, Radscheidt M, Brodoehl S, Bublak P, Schwab M, Geis C, Besteher B, Reuken PA, Stallmach A, Finke K. Persistent cognitive slowing in post-COVID patients: longitudinal study over 6 months. J Neurol 2024; 271:46-58. [PMID: 37936010 PMCID: PMC10769987 DOI: 10.1007/s00415-023-12069-3] [Citation(s) in RCA: 6] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/31/2023] [Revised: 10/10/2023] [Accepted: 10/13/2023] [Indexed: 11/09/2023]
Abstract
BACKGROUND Fatigue is a frequent and one of the most debilitating symptoms in post-COVID syndrome (PCS). Recently, we proposed that fatigue is caused by hypoactivity of the brain's arousal network and reflected by a reduction of cognitive processing speed. However, it is unclear whether cognitive slowing is revealed by standard neuropsychological tests, represents a selective deficit, and how it develops over time. OBJECTIVES This prospective study assesses whether PCS patients show deficits particularly in tests relying on processing speed and provides the first longitudinal assessment focusing on processing speed in PCS patients. METHODS Eighty-eight PCS patients with cognitive complaints and 50 matched healthy controls underwent neuropsychological assessment. Seventy-seven patients were subsequently assessed at 6-month follow-up. The Test for Attentional Performance measured tonic alertness as primary study outcome and additional attentional functions. The Neuropsychological Assessment Battery evaluated all key cognitive domains. RESULTS Patients showed cognitive slowing indicated by longer reaction times compared to control participants (r = 0.51, p < 0.001) in a simple-response tonic alertness task and in all more complex tasks requiring speeded performance. Reduced alertness correlated with higher fatigue (r = - 0.408, p < 0.001). Alertness dysfunction remained unchanged at 6-month follow-up (p = 0.240) and the same was true for most attention tasks and cognitive domains. CONCLUSION Hypoarousal is a core deficit in PCS which becomes evident as a selective decrease of processing speed observed in standard neuropsychological tests. This core deficit persists without any signs of amelioration over a 6-month period of time.
Collapse
Affiliation(s)
- Eva Maria Martin
- Department of Neurology, Jena University Hospital, Jena, Germany.
| | - Annie Srowig
- Department of Neurology, Jena University Hospital, Jena, Germany
| | - Isabelle Utech
- Department of Neurology, Jena University Hospital, Jena, Germany
| | - Simon Schrenk
- Department of Neurology, Jena University Hospital, Jena, Germany
| | - Fabian Kattlun
- Department of Neurology, Jena University Hospital, Jena, Germany
| | | | - Stefan Brodoehl
- Department of Neurology, Jena University Hospital, Jena, Germany
| | - Peter Bublak
- Department of Neurology, Jena University Hospital, Jena, Germany
| | - Matthias Schwab
- Department of Neurology, Jena University Hospital, Jena, Germany
| | - Christian Geis
- Department of Neurology, Jena University Hospital, Jena, Germany
| | - Bianca Besteher
- Department of Psychiatry, Jena University Hospital, Jena, Germany
- German Center for Mental Health (DZPG), Jena, Germany
| | - Philipp A Reuken
- Department of Internal Medicine IV (Gastroenterology, Hepatology and Infectious Diseases), Jena University Hospital, Jena, Germany
| | - Andreas Stallmach
- Department of Internal Medicine IV (Gastroenterology, Hepatology and Infectious Diseases), Jena University Hospital, Jena, Germany
- Center for Sepsis Control and Care, Jena University Hospital, Jena, Germany
| | - Kathrin Finke
- Department of Neurology, Jena University Hospital, Jena, Germany
- Center for Sepsis Control and Care, Jena University Hospital, Jena, Germany
- Department of Psychology, Ludwig Maximilian University of Munich, Munich, Germany
| |
Collapse
|
27
|
Taquet M, Skorniewska Z, Zetterberg H, Geddes JR, Mummery CJ, Chalmers JD, Ho LP, Horsley A, Marks M, Poinasamy K, Raman B, Leavy OC, Richardson M, Elneima O, McAuley HJC, Shikotra A, Singapuri A, Sereno M, Saunders RM, Harris VC, Houchen-Wolloff L, Mansoori P, Greening NJ, Harrison EM, Docherty AB, Lone NI, Quint J, Greenhalf W, Wain LV, Brightling CE, Evans RE, Harrison PJ, Koychev I. Post-acute COVID-19 neuropsychiatric symptoms are not associated with ongoing nervous system injury. Brain Commun 2023; 6:fcad357. [PMID: 38229877 PMCID: PMC10789589 DOI: 10.1093/braincomms/fcad357] [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: 02/02/2023] [Revised: 10/23/2023] [Accepted: 12/23/2023] [Indexed: 01/18/2024] Open
Abstract
A proportion of patients infected with severe acute respiratory syndrome coronavirus 2 experience a range of neuropsychiatric symptoms months after infection, including cognitive deficits, depression and anxiety. The mechanisms underpinning such symptoms remain elusive. Recent research has demonstrated that nervous system injury can occur during COVID-19. Whether ongoing neural injury in the months after COVID-19 accounts for the ongoing or emergent neuropsychiatric symptoms is unclear. Within a large prospective cohort study of adult survivors who were hospitalized for severe acute respiratory syndrome coronavirus 2 infection, we analysed plasma markers of nervous system injury and astrocytic activation, measured 6 months post-infection: neurofilament light, glial fibrillary acidic protein and total tau protein. We assessed whether these markers were associated with the severity of the acute COVID-19 illness and with post-acute neuropsychiatric symptoms (as measured by the Patient Health Questionnaire for depression, the General Anxiety Disorder assessment for anxiety, the Montreal Cognitive Assessment for objective cognitive deficit and the cognitive items of the Patient Symptom Questionnaire for subjective cognitive deficit) at 6 months and 1 year post-hospital discharge from COVID-19. No robust associations were found between markers of nervous system injury and severity of acute COVID-19 (except for an association of small effect size between duration of admission and neurofilament light) nor with post-acute neuropsychiatric symptoms. These results suggest that ongoing neuropsychiatric symptoms are not due to ongoing neural injury.
Collapse
Affiliation(s)
- Maxime Taquet
- Department of Psychiatry, University of Oxford, Oxford OX3 7JX, UK
- Oxford Health NHS Foundation Trust, Oxford OX3 7JX, UK
| | | | - Henrik Zetterberg
- Department of Psychiatry and Neurochemistry, Institute of Neuroscience and Physiology, The Sahlgrenska Academy at the University of Gothenburg, Mölndal 413 90, Sweden
- Clinical Neurochemistry Laboratory, Sahlgrenska University Hospital, Mölndal 413 90, Sweden
- Department of Neurodegenerative Disease, UCL Institute of Neurology, London WC1N 3BG, UK
- UK Dementia Research Institute at UCL, London WC1N 3BG, UK
- Hong Kong Center for Neurodegenerative Diseases, Hong Kong, China
- Wisconsin Alzheimer’s Disease Research Center, University of Wisconsin School of Medicine and Public Health, University of Wisconsin-Madison, Madison, WI 53792, USA
| | - John R Geddes
- Department of Psychiatry, University of Oxford, Oxford OX3 7JX, UK
- Oxford Health NHS Foundation Trust, Oxford OX3 7JX, UK
| | - Catherine J Mummery
- Department of Neurodegenerative Disease, UCL Institute of Neurology, London WC1N 3BG, UK
| | - James D Chalmers
- University of Dundee, Ninewells Hospital and Medical School, Dundee DD1 9SY, UK
| | - Ling-Pei Ho
- MRC Human Immunology Unit, University of Oxford, Oxford OX3 9DS, UK
| | - Alex Horsley
- Division of Infection, Immunity & Respiratory Medicine, Faculty of Biology, Medicine and Health, University of Manchester, Manchester M13 9PL, UK
- Manchester University NHS Foundation Trust, Manchester M13 9WL, UK
| | - Michael Marks
- Department of Clinical Research, London School of Hygiene & Tropical Medicine, London WC1E 7HT, UK
- Hospital for Tropical Diseases, University College London Hospital, London WC1E 6JD, UK
- Division of Infection and Immunity, University College London, London WC1E 6BT, UK
| | | | - Betty Raman
- Radcliffe Department of Medicine, University of Oxford, Oxford OX3 9DU, UK
- Oxford University Hospitals NHS Foundation Trust, Oxford OX3 9DU, UK
| | - Olivia C Leavy
- Department of Population Health Sciences, University of Leicester, Leicester LE1 7RH, UK
| | - Matthew Richardson
- The Institute for Lung Health, NIHR Leicester Biomedical Research Centre, University of Leicester, Leicester LE3 9QP, UK
| | - Omer Elneima
- The Institute for Lung Health, NIHR Leicester Biomedical Research Centre, University of Leicester, Leicester LE3 9QP, UK
| | - Hamish J C McAuley
- The Institute for Lung Health, NIHR Leicester Biomedical Research Centre, University of Leicester, Leicester LE3 9QP, UK
| | - Aarti Shikotra
- NIHR Leicester Biomedical Research Centre, University of Leicester, Leicester LE5 4PW, UK
| | - Amisha Singapuri
- The Institute for Lung Health, NIHR Leicester Biomedical Research Centre, University of Leicester, Leicester LE3 9QP, UK
| | - Marco Sereno
- The Institute for Lung Health, NIHR Leicester Biomedical Research Centre, University of Leicester, Leicester LE3 9QP, UK
| | - Ruth M Saunders
- The Institute for Lung Health, NIHR Leicester Biomedical Research Centre, University of Leicester, Leicester LE3 9QP, UK
| | - Victoria Claire Harris
- The Institute for Lung Health, NIHR Leicester Biomedical Research Centre, University of Leicester, Leicester LE3 9QP, UK
- University Hospitals of Leicester NHS Trust, Leicester LE5 4PW, UK
| | - Linzy Houchen-Wolloff
- Centre for Exercise and Rehabilitation Science, NIHR Leicester Biomedical Research Centre-Respiratory, University of Leicester, Leicester LE5 4PW, UK
- Department of Respiratory Sciences, University of Leicester, Leicester LE1 9HN, UK
- Therapy Department, University Hospitals of Leicester, NHS Trust, Leicester LE5 4PW, UK
| | | | - Neil J Greening
- The Institute for Lung Health, NIHR Leicester Biomedical Research Centre, University of Leicester, Leicester LE3 9QP, UK
| | - Ewen M Harrison
- Centre for Medical Informatics, The Usher Institute, University of Edinburgh, Edinburgh EH16 4SS, UK
| | - Annemarie B Docherty
- Centre for Medical Informatics, The Usher Institute, University of Edinburgh, Edinburgh EH16 4SS, UK
| | - Nazir I Lone
- Usher Institute, University of Edinburgh, Edinburgh EH16 4SS, UK
- Royal Infirmary of Edinburgh, NHS Lothian, Edinburgh EH16 4SA, UK
| | - Jennifer Quint
- National Heart and Lung Institute, Imperial College London, London SW3 6LY, UK
| | - William Greenhalf
- University of Liverpool, Liverpool L69 3BX, UK
- The CRUK Liverpool Experimental Cancer Medicine Centre, Liverpool L69 3GL, UK
- Liverpool University Hospitals NHS Foundation Trust, Liverpool L7 8YE, UK
| | - Louise V Wain
- Department of Population Health Sciences, University of Leicester, Leicester LE1 7RH, UK
- The Institute for Lung Health, NIHR Leicester Biomedical Research Centre, University of Leicester, Leicester LE3 9QP, UK
| | - Christopher E Brightling
- The Institute for Lung Health, NIHR Leicester Biomedical Research Centre, University of Leicester, Leicester LE3 9QP, UK
| | - Rachael E Evans
- The Institute for Lung Health, NIHR Leicester Biomedical Research Centre, University of Leicester, Leicester LE3 9QP, UK
- University Hospitals of Leicester NHS Trust, Leicester LE5 4PW, UK
| | - Paul J Harrison
- Department of Psychiatry, University of Oxford, Oxford OX3 7JX, UK
- Oxford Health NHS Foundation Trust, Oxford OX3 7JX, UK
| | - Ivan Koychev
- Department of Psychiatry, University of Oxford, Oxford OX3 7JX, UK
| |
Collapse
|
28
|
Amer F, López T, Gil-Conesa M, Carlos S, Ariño AH, Carmona-Torre F, Martínez-González MA, Fernandez-Montero A. Association between COVID-19 and outstanding academic performance at a Spanish university. Arch Public Health 2023; 81:213. [PMID: 38093341 PMCID: PMC10717459 DOI: 10.1186/s13690-023-01225-w] [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: 06/29/2023] [Accepted: 11/29/2023] [Indexed: 12/17/2023] Open
Abstract
BACKGROUND SARS-CoV-2 is the causative agent of COVID-19 identified in December 2019, an acute infectious respiratory disease that can cause persistent neurological and musculoskeletal symptoms such as headache, fatigue, myalgias difficulty concentrating, among others including acute cerebrovascular disease with a prevalence of 1-35%. The aim of this study is to evaluate the impact of COVID-19 in undergraduate students on their academic performance as an indicator of their intellectual ability and performance in a university that maintained 100% face-to-face teaching during the 2020-2021 academic year. METHODS A total of 7,039 undergraduate students were analyzed in a prospective cohort study at the University of Navarra. A questionnaire including sociodemographic and behavioral questions was sent. PCRs were performed throughout the academic year for the diagnosis of SARS-CoV-2 infection and students' academic results were provided by the academic center, adjusted descriptive and multivariate models were performed to assess the association. RESULTS A total of 658 (9.3%) participants were diagnosed with COVID-19, almost 4.0% of them achieved outstanding academic results, while uninfected students did so in 7.3%. SARS-CoV-2 infection was associated with a significant decrease in having outstanding academic results (OR = 0.57; 95% CI: 0.38-0.86). CONCLUSION Having COVID-19 disease, decreased academic performance in undergraduate students. Therefore, it is necessary to prevent infection even in the youngest sections of the population.
Collapse
Affiliation(s)
- Fares Amer
- Department of Preventive Medicine and Public Health, University of Navarra, Pamplona, Navarra, Spain
| | - Tamara López
- Department of Occupational Medicine, University of Navarra Clinic, Av. Pio XII, 36. 31008, Pamplona, Navarra, Spain
| | - Mario Gil-Conesa
- Department of Preventive Medicine and Public Health, University of Navarra, Pamplona, Navarra, Spain
| | - Silvia Carlos
- Department of Preventive Medicine and Public Health, University of Navarra, Pamplona, Navarra, Spain
- Navarra Institute for Health Research (IdiSNA), Pamplona, Navarra, Spain
| | - Arturo H Ariño
- Department of Environmental Biology, University of Navarra, Pamplona, Navarra, Spain
- Institute for Data Science and Artificial Intelligence (DATAI), University of Navarra, Pamplona, Navarra, Spain
| | - Francisco Carmona-Torre
- Navarra Institute for Health Research (IdiSNA), Pamplona, Navarra, Spain
- COVID-19 Department, University Clinic of Navarra, Pamplona, Navarra, Spain
- Infectious Diseases Service, University Clinic of Navarra, Pamplona, Navarra, Spain
| | - Miguel A Martínez-González
- Department of Preventive Medicine and Public Health, University of Navarra, Pamplona, Navarra, Spain
- Navarra Institute for Health Research (IdiSNA), Pamplona, Navarra, Spain
- Biomedical Research Network Centre for Pathophysiology of Obesity and Nutrition (CIBEROBN), Carlos III Health Institute, Madrid, Spain
- Department of Nutrition, Harvard T.H Chan School, Boston, MA, USA
| | - Alejandro Fernandez-Montero
- Navarra Institute for Health Research (IdiSNA), Pamplona, Navarra, Spain.
- Department of Occupational Medicine, University of Navarra Clinic, Av. Pio XII, 36. 31008, Pamplona, Navarra, Spain.
| |
Collapse
|
29
|
Cipolli GC, Alonso V, Yasuda CL, Assumpção DD, Cachioni M, Melo RCD, Hinsliff-Smith K, Yassuda MS. Cognitive impairment in post-acute COVID-19 syndrome: a scoping review. ARQUIVOS DE NEURO-PSIQUIATRIA 2023; 81:1053-1069. [PMID: 38157873 PMCID: PMC10756850 DOI: 10.1055/s-0043-1777115] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/18/2023] [Accepted: 09/22/2023] [Indexed: 01/03/2024]
Abstract
Emerging studies indicate the persistence of symptoms beyond the acute phase of COVID-19. Cognitive impairment has been observed in certain individuals for months following infection. Currently, there is limited knowledge about the specific cognitive domains that undergo alterations during the post-acute COVID-19 syndrome and the potential impact of disease severity on cognition. The aim of this review is to examine studies that have reported cognitive impairment in post-acute COVID-19, categorizing them into subacute and chronic phases. The methodology proposed by JBI was followed in this study. The included studies were published between December 2019 and December 2022. The search was conducted in PubMed, PubMed PMC, BVS - BIREME, Embase, SCOPUS, Cochrane, Web of Science, Proquest, PsycInfo, and EBSCOHost. Data extraction included specific details about the population, concepts, context, and key findings or recommendations relevant to the review objectives. A total of 7,540 records were identified and examined, and 47 articles were included. The cognitive domains most frequently reported as altered 4 to 12 weeks after acute COVID-19 were language, episodic memory, and executive function, and after 12 weeks, the domains most affected were attention, episodic memory, and executive function. The results of this scoping review highlight that adults with post-acute COVID-19 syndrome may have impairment in specific cognitive domains.
Collapse
Affiliation(s)
- Gabriela Cabett Cipolli
- Universidade Estadual de Campinas, Faculdade de Ciências Médicas, Programa de Pós-graduação em Gerontologia, Campinas SP, Brazil.
| | - Vanessa Alonso
- Universidade Estadual de Campinas, Faculdade de Ciências Médicas, Programa de Pós-graduação em Gerontologia, Campinas SP, Brazil.
| | - Clarissa Lin Yasuda
- Universidade Estadual de Campinas, Faculdade de Ciências Médicas, Departamento de Neurologia, Campinas SP, Brazil.
| | - Daniela de Assumpção
- Universidade Estadual de Campinas, Faculdade de Ciências Médicas, Programa de Pós-graduação em Gerontologia, Campinas SP, Brazil.
| | - Meire Cachioni
- Universidade Estadual de Campinas, Faculdade de Ciências Médicas, Programa de Pós-graduação em Gerontologia, Campinas SP, Brazil.
- Universidade de São Paulo, Escola de Artes, Ciências e Humanidades, Programa de Pós-graduação em Gerontologia, São Paulo SP, Brazil.
| | - Ruth Caldeira de Melo
- Universidade Estadual de Campinas, Faculdade de Ciências Médicas, Programa de Pós-graduação em Gerontologia, Campinas SP, Brazil.
- Universidade de São Paulo, Escola de Artes, Ciências e Humanidades, Programa de Pós-graduação em Gerontologia, São Paulo SP, Brazil.
| | - Kathryn Hinsliff-Smith
- De Montfort University, Faculty of Health and Life Sciences, Leicester School of Nursing & Midwifery, United Kingdom.
| | - Mônica Sanches Yassuda
- Universidade Estadual de Campinas, Faculdade de Ciências Médicas, Programa de Pós-graduação em Gerontologia, Campinas SP, Brazil.
- Universidade de São Paulo, Escola de Artes, Ciências e Humanidades, Programa de Pós-graduação em Gerontologia, São Paulo SP, Brazil.
| |
Collapse
|
30
|
Zhao S, Toniolo S, Hampshire A, Husain M. Effects of COVID-19 on cognition and brain health. Trends Cogn Sci 2023; 27:1053-1067. [PMID: 37657964 PMCID: PMC10789620 DOI: 10.1016/j.tics.2023.08.008] [Citation(s) in RCA: 21] [Impact Index Per Article: 21.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/17/2023] [Revised: 08/08/2023] [Accepted: 08/08/2023] [Indexed: 09/03/2023]
Abstract
COVID-19 is associated with a range of neurological, cognitive, and mental health symptoms both acutely and chronically that can persist for many months after infection in people with long-COVID syndrome. Investigations of cognitive function and neuroimaging have begun to elucidate the nature of some of these symptoms. They reveal that, although cognitive deficits may be related to brain imaging abnormalities in some people, symptoms can also occur in the absence of objective cognitive deficits or neuroimaging changes. Furthermore, cognitive impairment may be detected even in asymptomatic individuals. We consider the evidence regarding symptoms, cognitive deficits, and neuroimaging, as well as their possible underlying mechanisms.
Collapse
Affiliation(s)
- Sijia Zhao
- Department of Experimental Psychology, University of Oxford, Oxford OX2 6GG, UK.
| | - Sofia Toniolo
- Nuffield Department of Clinical Neurosciences, John Radcliffe Hospital, University of Oxford, Oxford OX3 9DU, UK; Wellcome Trust Centre for Integrative Neuroimaging, Department of Experimental Psychology, University of Oxford, Oxford OX2 6AE, UK
| | - Adam Hampshire
- Department of Brain Sciences, Imperial College London, 926 Sir Michael Uren Hub, 86 Wood Lane, London W12 0BZ, UK
| | - Masud Husain
- Department of Experimental Psychology, University of Oxford, Oxford OX2 6GG, UK; Nuffield Department of Clinical Neurosciences, John Radcliffe Hospital, University of Oxford, Oxford OX3 9DU, UK; Wellcome Trust Centre for Integrative Neuroimaging, Department of Experimental Psychology, University of Oxford, Oxford OX2 6AE, UK.
| |
Collapse
|
31
|
Shah S, Turner ML, Chen X, Ances BM, Hammoud DA, Tucker EW. The Promise of Molecular Imaging: Focus on Central Nervous System Infections. J Infect Dis 2023; 228:S311-S321. [PMID: 37788502 PMCID: PMC11009511 DOI: 10.1093/infdis/jiad223] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/05/2023] Open
Abstract
Central nervous system (CNS) infections can lead to high mortality and severe morbidity. Diagnosis, monitoring, and assessing response to therapy of CNS infections is particularly challenging with traditional tools, such as microbiology, due to the dangers associated with invasive CNS procedures (ie, biopsy or surgical resection) to obtain tissues. Molecular imaging techniques like positron emission tomography (PET) and single-photon emission computed tomography (SPECT) imaging have long been used to complement anatomic imaging such as computed tomography (CT) and magnetic resonance imaging (MRI), for in vivo evaluation of disease pathophysiology, progression, and treatment response. In this review, we detail the use of molecular imaging to delineate host-pathogen interactions, elucidate antimicrobial pharmacokinetics, and monitor treatment response. We also discuss the utility of pathogen-specific radiotracers to accurately diagnose CNS infections and strategies to develop radiotracers that would cross the blood-brain barrier.
Collapse
Affiliation(s)
- Swati Shah
- Center for Infectious Disease Imaging, Radiology and Imaging Sciences, Clinical Center, National Institutes of Health, Bethesda, Maryland, USA
| | - Mitchell L Turner
- Center for Infectious Disease Imaging, Radiology and Imaging Sciences, Clinical Center, National Institutes of Health, Bethesda, Maryland, USA
| | - Xueyi Chen
- Department of Pediatrics, Center for Infection and Inflammation Imaging Research, Johns Hopkins School of Medicine, Baltimore, Maryland, USA
| | - Beau M Ances
- Department of Neurology, Washington University, St Louis, Missouri, USA
| | - Dima A Hammoud
- Center for Infectious Disease Imaging, Radiology and Imaging Sciences, Clinical Center, National Institutes of Health, Bethesda, Maryland, USA
| | - Elizabeth W Tucker
- Department of Anesthesiology and Critical Care Medicine, Center for Infection and Inflammation Imaging Research, Johns Hopkins School of Medicine, Baltimore, Maryland, USA
| |
Collapse
|
32
|
Ruggeri M, Ricci M, Pagliaro M, Gerace C. Anosmia predicts memory impairment in post-COVID-19 syndrome: results of a neuropsychological cohort study. Eur Arch Psychiatry Clin Neurosci 2023:10.1007/s00406-023-01670-2. [PMID: 37644214 DOI: 10.1007/s00406-023-01670-2] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/05/2023] [Accepted: 07/31/2023] [Indexed: 08/31/2023]
Abstract
Recovered COVID-19 patients frequently suffer of cognitive disorders. Several etiopathogenetic mechanisms have been considered for the brain complications in COVID-19 but results are uncertain. Amongst them, an olfactory route to SARS-CoV-2 brain infection might explain cognitive and memory disturbances in post-COVID-19 patients, given the cooccurrence of anosmia and possible underlying limbic involvement. The aims of the study are to investigate cognition of patients with post-COVID-19 syndrome, and to find clinical factors predicting cognitive and memory impairments. 18 patients with post-COVID-19 syndrome underwent neuropsychological assessment and evaluation of clinical parameters. Stepwise regression analysis was used between clinical parameters as factors and cognitive global scores as dependent variables. Since only anosmia predicted memory performances, repeated measures ANOVA of memory scores was conducted between anosmic and non-anosmic patients. We found lack of association between clinical parameters and cognitive performances. Only anosmia was a good predictor for memory performances, with anosmic subjects showing a temporo-mesial amnesic profile. Our study shows novel findings of causal association between transient anosmia during COVID-19 and memory disorders with temporo-mesial dysfunction, probably sharing a common pathophysiological mechanism, and suggesting a possible SARS-CoV 2 infection of the limbic brain via the olfactory route. In contrast to previous studies, cognitive dysfunctions were not associated with respiratory distress, comorbidity, and depression.
Collapse
Affiliation(s)
- Massimiliano Ruggeri
- Cognitive Disorders and Dementia Unit, San Camillo Forlanini Hospital, C.ne Gianicolense 57, 00152, Rome, Italy.
- Rehabilitation Center C.A.R., Rome, Italy.
| | - Monica Ricci
- Cognitive Disorders and Dementia Unit, San Camillo Forlanini Hospital, C.ne Gianicolense 57, 00152, Rome, Italy
| | | | - Carmela Gerace
- Cognitive Disorders and Dementia Unit, San Camillo Forlanini Hospital, C.ne Gianicolense 57, 00152, Rome, Italy
| |
Collapse
|
33
|
Dimitrova M, Marinova Y, Dilkov D. Investigation of Cognitive Impairment in the Course of Post-COVID Syndrome. Diagnostics (Basel) 2023; 13:2703. [PMID: 37627961 PMCID: PMC10453167 DOI: 10.3390/diagnostics13162703] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/24/2023] [Revised: 06/27/2023] [Accepted: 07/21/2023] [Indexed: 08/27/2023] Open
Abstract
(1) Background: The study presents results from an investigation of cognitive impairment in patients hospitalized in the first psychiatric clinic in Bulgaria to treat patients with COVID-19 during the pandemic period between 2020 and 2022. One hundred and twenty patients who had recovered from acute COVID-19 infection (up to 12 weeks ago) and had no previous history of cognitive impairment participated in the study. In 23 of them (19.17%), disturbance of cognitive functioning was observed. (2) Methods: All 23 patients underwent neuropsychological (Luria's test, Platonov's Maze test, MMSE, Boston Naming test) and neuroimaging examinations. Only seven of them had evidence of cortical atrophy on CT/MRI images. The most significantly demonstrative image of one of those patients is presented. (3) Results: The neuropsychological testing results of both groups show a certain decrease in fixation and memory retention as well as in the range, concentration, distribution and switching of attention. Deviations from the norm on the MMSE, as well as on the Boston Naming Test, were found in the group of patients with cortical atrophy (mild to moderate aphasia). Neuroprotective agents such as Citicoline, Piracetam and Memantine were prescribed to the patients with evident cortical atrophy. After 3 months, positive results of the neuropsychological examination were reported in both groups. (4) Conclusions: Although there are limited data on the benefit of prescribing pro-cognitive agents in the post-COVID period, our clinical experience suggests that it might be useful in the recovery process from the infection's consequences on cognition for patients with brain pathology.
Collapse
Affiliation(s)
| | - Yoanna Marinova
- Psychiatry Clinic, Military Medical Academy, 1606 Sofia, Bulgaria
| | | |
Collapse
|
34
|
Mehringer W, Stoeve M, Krauss D, Ring M, Steussloff F, Güttes M, Zott J, Hohberger B, Michelson G, Eskofier B. Virtual reality for assessing stereopsis performance and eye characteristics in Post-COVID. Sci Rep 2023; 13:13167. [PMID: 37574496 PMCID: PMC10423723 DOI: 10.1038/s41598-023-40263-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/23/2023] [Accepted: 08/08/2023] [Indexed: 08/15/2023] Open
Abstract
In 2019, we faced a pandemic due to the coronavirus disease (COVID-19), with millions of confirmed cases and reported deaths. Even in recovered patients, symptoms can be persistent over weeks, termed Post-COVID. In addition to common symptoms of fatigue, muscle weakness, and cognitive impairments, visual impairments have been reported. Automatic classification of COVID and Post-COVID is researched based on blood samples and radiation-based procedures, among others. However, a symptom-oriented assessment for visual impairments is still missing. Thus, we propose a Virtual Reality environment in which stereoscopic stimuli are displayed to test the patient's stereopsis performance. While performing the visual tasks, the eyes' gaze and pupil diameter are recorded. We collected data from 15 controls and 20 Post-COVID patients in a study. Therefrom, we extracted features of three main data groups, stereopsis performance, pupil diameter, and gaze behavior, and trained various classifiers. The Random Forest classifier achieved the best result with 71% accuracy. The recorded data support the classification result showing worse stereopsis performance and eye movement alterations in Post-COVID. There are limitations in the study design, comprising a small sample size and the use of an eye tracking system.
Collapse
Affiliation(s)
- Wolfgang Mehringer
- Machine Learning and Data Analytics Lab (MaD Lab), Department Artificial Intelligence in Biomedical Engineering (AIBE), Friedrich-Alexander-Universität Erlangen-Nürnberg (FAU), 91052, Erlangen, Bavaria, Germany.
| | - Maike Stoeve
- Machine Learning and Data Analytics Lab (MaD Lab), Department Artificial Intelligence in Biomedical Engineering (AIBE), Friedrich-Alexander-Universität Erlangen-Nürnberg (FAU), 91052, Erlangen, Bavaria, Germany
| | - Daniel Krauss
- Machine Learning and Data Analytics Lab (MaD Lab), Department Artificial Intelligence in Biomedical Engineering (AIBE), Friedrich-Alexander-Universität Erlangen-Nürnberg (FAU), 91052, Erlangen, Bavaria, Germany
| | - Matthias Ring
- Machine Learning and Data Analytics Lab (MaD Lab), Department Artificial Intelligence in Biomedical Engineering (AIBE), Friedrich-Alexander-Universität Erlangen-Nürnberg (FAU), 91052, Erlangen, Bavaria, Germany
| | - Fritz Steussloff
- Department of Ophthalmology, Universitätsklinikum Erlangen, Friedrich-Alexander-Universität Erlangen-Nürnberg, 91054, Erlangen, Germany
| | - Moritz Güttes
- Department of Ophthalmology, Universitätsklinikum Erlangen, Friedrich-Alexander-Universität Erlangen-Nürnberg, 91054, Erlangen, Germany
| | - Julia Zott
- Department of Ophthalmology, Universitätsklinikum Erlangen, Friedrich-Alexander-Universität Erlangen-Nürnberg, 91054, Erlangen, Germany
| | - Bettina Hohberger
- Department of Ophthalmology, Universitätsklinikum Erlangen, Friedrich-Alexander-Universität Erlangen-Nürnberg, 91054, Erlangen, Germany
| | - Georg Michelson
- Department of Ophthalmology, Universitätsklinikum Erlangen, Friedrich-Alexander-Universität Erlangen-Nürnberg, 91054, Erlangen, Germany
- Talkingeyes & More GmbH, 91052, Erlangen, Bavaria, Germany
| | - Bjoern Eskofier
- Machine Learning and Data Analytics Lab (MaD Lab), Department Artificial Intelligence in Biomedical Engineering (AIBE), Friedrich-Alexander-Universität Erlangen-Nürnberg (FAU), 91052, Erlangen, Bavaria, Germany
| |
Collapse
|
35
|
Sousa GF, Carpes RM, Silva CAO, Pereira MEP, Silva ACVF, Coelho VAGS, Costa EP, Mury FB, Gestinari RS, Souza-Menezes J, Leal-da-Silva M, Nepomuceno-Silva JL, Tanuri A, Ferreira-Júnior OC, Monteiro-de-Barros C. Immunoglobulin A as a Key Immunological Molecular Signature of Post-COVID-19 Conditions. Viruses 2023; 15:1545. [PMID: 37515231 PMCID: PMC10385093 DOI: 10.3390/v15071545] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/08/2023] [Revised: 07/04/2023] [Accepted: 07/08/2023] [Indexed: 07/30/2023] Open
Abstract
COVID-19 has infected humans worldwide, causing millions of deaths or prolonged symptoms in survivors. The transient or persistent symptoms after SARS-CoV-2 infection have been defined as post-COVID-19 conditions (PCC). We conducted a study of 151 Brazilian PCC patients to analyze symptoms and immunoglobulin profiles, taking into account sex, vaccination, hospitalization, and age. Fatigue and myalgia were the most common symptoms, and lack of vaccination, hospitalization, and neuropsychiatric and metabolic comorbidities were relevant to the development of PCC. Analysis of serological immunoglobulins showed that IgA was higher in PCC patients, especially in the adult and elderly groups. Also, non-hospitalized and hospitalized PCC patients produced high and similar levels of IgA. Our results indicated that the detection of IgA antibodies against SARS-CoV-2 during the course of the disease could be associated with the development of PCC and may be an immunological signature to predict prolonged symptoms in COVID-19 patients.
Collapse
Affiliation(s)
- Graziele F. Sousa
- Laboratório de Campanha para Testagem e Pesquisa do COVID-19 (LCC), Instituto de Biodiversidade e Sustentabilidade (NUPEM), Universidade Federal do Rio de Janeiro (UFRJ), Macaé 27965-045, RJ, Brazil
| | - Raphael M. Carpes
- Laboratório de Campanha para Testagem e Pesquisa do COVID-19 (LCC), Instituto de Biodiversidade e Sustentabilidade (NUPEM), Universidade Federal do Rio de Janeiro (UFRJ), Macaé 27965-045, RJ, Brazil
| | - Carina A. O. Silva
- Laboratório de Campanha para Testagem e Pesquisa do COVID-19 (LCC), Instituto de Biodiversidade e Sustentabilidade (NUPEM), Universidade Federal do Rio de Janeiro (UFRJ), Macaé 27965-045, RJ, Brazil
| | - Marcela E. P. Pereira
- Laboratório de Campanha para Testagem e Pesquisa do COVID-19 (LCC), Instituto de Biodiversidade e Sustentabilidade (NUPEM), Universidade Federal do Rio de Janeiro (UFRJ), Macaé 27965-045, RJ, Brazil
| | - Amanda C. V. F. Silva
- Laboratório de Campanha para Testagem e Pesquisa do COVID-19 (LCC), Instituto de Biodiversidade e Sustentabilidade (NUPEM), Universidade Federal do Rio de Janeiro (UFRJ), Macaé 27965-045, RJ, Brazil
| | - Viktoria A. G. S. Coelho
- Laboratório de Campanha para Testagem e Pesquisa do COVID-19 (LCC), Instituto de Biodiversidade e Sustentabilidade (NUPEM), Universidade Federal do Rio de Janeiro (UFRJ), Macaé 27965-045, RJ, Brazil
| | - Evenilton P. Costa
- Laboratório de Campanha para Testagem e Pesquisa do COVID-19 (LCC), Instituto de Biodiversidade e Sustentabilidade (NUPEM), Universidade Federal do Rio de Janeiro (UFRJ), Macaé 27965-045, RJ, Brazil
| | - Flávia B. Mury
- Laboratório de Campanha para Testagem e Pesquisa do COVID-19 (LCC), Instituto de Biodiversidade e Sustentabilidade (NUPEM), Universidade Federal do Rio de Janeiro (UFRJ), Macaé 27965-045, RJ, Brazil
| | - Raquel S. Gestinari
- Laboratório de Campanha para Testagem e Pesquisa do COVID-19 (LCC), Instituto de Biodiversidade e Sustentabilidade (NUPEM), Universidade Federal do Rio de Janeiro (UFRJ), Macaé 27965-045, RJ, Brazil
| | - Jackson Souza-Menezes
- Laboratório de Campanha para Testagem e Pesquisa do COVID-19 (LCC), Instituto de Biodiversidade e Sustentabilidade (NUPEM), Universidade Federal do Rio de Janeiro (UFRJ), Macaé 27965-045, RJ, Brazil
| | - Manuela Leal-da-Silva
- Laboratório de Campanha para Testagem e Pesquisa do COVID-19 (LCC), Instituto de Biodiversidade e Sustentabilidade (NUPEM), Universidade Federal do Rio de Janeiro (UFRJ), Macaé 27965-045, RJ, Brazil
| | - José L. Nepomuceno-Silva
- Laboratório de Campanha para Testagem e Pesquisa do COVID-19 (LCC), Instituto de Biodiversidade e Sustentabilidade (NUPEM), Universidade Federal do Rio de Janeiro (UFRJ), Macaé 27965-045, RJ, Brazil
| | - Amilcar Tanuri
- Laboratório de Virologia Molecular, Departamento de Genética, Instituto de Biologia, Universidade Federal do Rio de Janeiro (UFRJ), Rio de Janeiro 21941-902, RJ, Brazil
| | - Orlando C. Ferreira-Júnior
- Laboratório de Virologia Molecular, Departamento de Genética, Instituto de Biologia, Universidade Federal do Rio de Janeiro (UFRJ), Rio de Janeiro 21941-902, RJ, Brazil
| | - Cintia Monteiro-de-Barros
- Laboratório de Campanha para Testagem e Pesquisa do COVID-19 (LCC), Instituto de Biodiversidade e Sustentabilidade (NUPEM), Universidade Federal do Rio de Janeiro (UFRJ), Macaé 27965-045, RJ, Brazil
- Cintia Monteiro de Barros, Instituto de Biodiversidade e Sustentabilidade (NUPEM), Universidade Federal do Rio de Janeiro (UFRJ), Av. São José do Barreto 764, Macaé 27965-045, RJ, Brazil
| |
Collapse
|
36
|
Rabady S, Hoffmann K, Aigner M, Altenberger J, Brose M, Costa U, Denk-Linnert DM, Gruber S, Götzinger F, Helbok R, Hüfner K, Koczulla R, Kurz K, Lamprecht B, Leis S, Löffler J, Müller CA, Rittmannsberger H, Rommer PS, Sator P, Strenger V, Struhal W, Untersmayr E, Vonbank K, Wancata J, Weber T, Wendler M, Zwick RH. [S1 guidelines for the management of postviral conditions using the example of post-COVID-19]. Wien Klin Wochenschr 2023; 135:525-598. [PMID: 37555900 PMCID: PMC10504206 DOI: 10.1007/s00508-023-02242-z] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 06/14/2023] [Indexed: 08/10/2023]
Abstract
These S1 guidelines are an updated and expanded version of the S1 guidelines on long COVID differential diagnostic and management strategies. They summarize the state of knowledge on postviral conditions like long/post COVID at the time of writing. Due to the dynamic nature of knowledge development, they are intended to be "living guidelines". The focus is on practical applicability at the level of primary care, which is understood to be the appropriate place for initial access and for primary care and treatment. The guidelines provide recommendations on the course of treatment, differential diagnostics of the most common symptoms that can result from infections like with SARS-CoV-2, treatment options, patient management and care, reintegration and rehabilitation. The guidelines have been developed through an interdisciplinary and interprofessional process and provide recommendations on interfaces and possibilities for collaboration.
Collapse
Affiliation(s)
- Susanne Rabady
- Department Allgemeine Gesundheitsstudien, Kompetenzzentrum für Allgemein- und Familienmedizin, Karl Landsteiner Privatuniversität für Gesundheitswissenschaften, Dr. Karl-Dorrek-Str. 30, 3500, Krems, Österreich.
| | - Kathryn Hoffmann
- Leiterin der Abteilung Primary Care Medicine, Medizinische Universität Wien, Währinger Gürtel 18-20, 1090, Wien, Österreich
| | - Martin Aigner
- Abteilung für Psychiatrie und psychotherapeutische Medizin, Karl Landsteiner Privatuniversität für Gesundheitswissenschaften, Dr. Karl-Dorrek-Str. 30, 3500, Krems, Österreich
| | - Johann Altenberger
- Pensionsversicherungsanstalt, Rehabilitationszentrum Großgmain, Salzburger Str. 520, 5084, Großgmain, Österreich
| | - Markus Brose
- Department Allgemeine Gesundheitsstudien, Kompetenzzentrum für Allgemein- und Familienmedizin, Karl Landsteiner Privatuniversität für Gesundheitswissenschaften, Dr. Karl-Dorrek-Str. 30, 3500, Krems, Österreich
| | - Ursula Costa
- Ergotherapie und Handlungswissenschaft, fhg - Zentrum für Gesundheitsberufe Tirol GmbH/fh, Innrain 98, 6020, Innsbruck, Österreich
| | - Doris-Maria Denk-Linnert
- Klinische Abteilung für Allgemeine Hals‑, Nasen- und Ohrenkrankheiten, Klin. Abteilung Phoniatrie-Logopädie, Medizinische Universität Wien, Währinger Gürtel 18-20, 1090, Wien, Österreich
| | - Samuel Gruber
- Department Allgemeine Gesundheitsstudien, Kompetenzzentrum für Allgemein- und Familienmedizin, Karl Landsteiner Privatuniversität für Gesundheitswissenschaften, Dr. Karl-Dorrek-Str. 30, 3500, Krems, Österreich
| | - Florian Götzinger
- Abteilung für Kinderheilkunde, Klinik Ottakring, Montleartstr. 37, 1160, Wien, Österreich
| | - Raimund Helbok
- Universitätsklinik für Neurologie, Johannes Kepler Universität Linz, Standort Neuromed Campus & Med Campus Kepler Universitätsklinikum GmbH, 4020, Linz, Österreich
| | - Katharina Hüfner
- Dep. für Psychiatrie, Psychotherapie, Psychosomatik und Medizinische Psychologie, Universitätsklinik für Psychiatrie II, Medizinische Universität Innsbruck, Anichstr. 35, 6020, Innsbruck, Österreich
| | - Rembert Koczulla
- Fachbereich Medizin, Klinik für Pneumologie Marburg, Baldingerstr., 35035, Marburg, Deutschland
| | - Katharina Kurz
- Innere Medizin II, Medizinische Universität Innsbruck, Anichstr. 35, 6020, Innsbruck, Österreich
| | - Bernd Lamprecht
- Universitätsklinik für Innere Medizin mit Schwerpunkt Pneumologie, Kepler Universitätsklinikum, 4020, Linz, Österreich
| | - Stefan Leis
- Universitätsklinik für Neurologie der PMU, MME Universitätsklinikum Salzburg Christian-Doppler-Klinik, Ignaz-Harrer-Str. 79, 5020, Salzburg, Österreich
| | - Judith Löffler
- Innere Medizin II, Medizinische Universität Innsbruck, Anichstr. 35, 6020, Innsbruck, Österreich
| | - Christian A Müller
- Klinische Abteilung für Allgemeine Hals‑, Nasen- und Ohrenkrankheiten, Klin. Abteilung für Allgemeine HNO, Medizinische Universität Wien, Währinger Gürtel 18-20, 1090, Wien, Österreich
| | | | - Paulus S Rommer
- Universitätsklinik für Neurologie, Medizinische Universität Wien, Währinger Gürtel 18-20, 1090, Wien, Österreich
| | - Paul Sator
- Dermatologische Abteilung, Klinik Hietzing, Wolkersbergenstr. 1, 1130, Wien, Österreich
| | - Volker Strenger
- Klinische Abteilung für Allgemeinpädiatrie, Universitätsklinik für Kinder- und Jugendheilkunde, Medizinische Universität Graz, 8036, Graz, Österreich
| | - Walter Struhal
- Klinische Abteilung für Neurologie, Universitätsklinikum Tulln, Karl Landsteiner Privatuniversität für Gesundheitswissenschaften, Alter Ziegelweg 10, 3430, Tulln an der Donau, Österreich
| | - Eva Untersmayr
- Institut für Pathophysiologie und Allergieforschung Zentrum für Pathophysiologie, Infektiologie und Immunologie, Medizinische Universität Wien, Währinger Gürtel 18-20, 1090, Wien, Österreich
| | - Karin Vonbank
- Klinische Abteilung für Pulmologie, Medizinische Universität Wien, Währinger Gürtel 18-20, 1090, Wien, Österreich
| | - Johannes Wancata
- Klinische Abteilung für Sozialpsychiatrie, Medizinische Universität Wien, Währinger Gürtel 18-20, 1090, Wien, Österreich
| | - Thomas Weber
- Kardiologische Abteilung Klinikum Wels-Grieskirchen, Grieskirchnerstr. 42, 4600, Wels, Österreich
| | | | - Ralf-Harun Zwick
- Ludwig Boltzmann Institute for Rehabilitation Research, Kurbadstr. 14, 1100, Wien, Österreich
| |
Collapse
|
37
|
Prabhakaran D, Day GS, Munipalli B, Rush BK, Pudalov L, Niazi SK, Brennan E, Powers HR, Durvasula R, Athreya A, Blackmon K. Neurophenotypes of COVID-19: Risk factors and recovery outcomes. Brain Behav Immun Health 2023; 30:100648. [PMID: 37293441 PMCID: PMC10239310 DOI: 10.1016/j.bbih.2023.100648] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/19/2023] [Revised: 04/24/2023] [Accepted: 06/03/2023] [Indexed: 06/10/2023] Open
Abstract
Coronavirus disease 2019 (COVID-19) infection is associated with risk of persistent neurocognitive and neuropsychiatric complications. It is unclear whether the neuropsychological manifestations of COVID-19 present as a uniform syndrome or as distinct neurophenotypes with differing risk factors and recovery outcomes. We examined post-acute neuropsychological profiles following SARS-CoV-2 infection in 205 patients recruited from inpatient and outpatient populations, using an unsupervised machine learning cluster analysis, with objective and subjective measures as input features. This resulted in three distinct post-COVID clusters. In the largest cluster (69%), cognitive functions were within normal limits, although mild subjective attention and memory complaints were reported. Vaccination was associated with membership in this "normal cognition" phenotype. Cognitive impairment was present in the remaining 31% of the sample but clustered into two differentially impaired groups. In 16% of participants, memory deficits, slowed processing speed, and fatigue were predominant. Risk factors for membership in the "memory-speed impaired" neurophenotype included anosmia and more severe COVID-19 infection. In the remaining 15% of participants, executive dysfunction was predominant. Risk factors for membership in this milder "dysexecutive" neurophenotype included disease-nonspecific factors such as neighborhood deprivation and obesity. Recovery outcomes at 6-month follow-up differed across neurophenotypes, with the normal cognition group showing improvement in verbal memory and psychomotor speed, the dysexecutive group showing improvement in cognitive flexibility, and the memory-speed impaired group showing no objective improvement and relatively worse functional outcomes compared to the other two clusters. These results indicate that there are multiple post-acute neurophenotypes of COVID-19, with different etiological pathways and recovery outcomes. This information may inform phenotype-specific approaches to treatment.
Collapse
Affiliation(s)
- Divya Prabhakaran
- Mayo Clinic, Center for Individualized Medicine, Jacksonville, FL, USA
- University of California, San Diego, Radiation Medicine and Applied Sciences, San Diego, CA, USA
| | - Gregory S Day
- Mayo Clinic, Department of Neurology, Jacksonville, FL, USA
| | - Bala Munipalli
- Mayo Clinic, Department of General Internal Medicine, Jacksonville, FL, USA
| | - Beth K Rush
- Mayo Clinic, Department of Psychiatry and Psychology, Jacksonville, FL, USA
| | - Lauren Pudalov
- Mayo Clinic, Department of Psychiatry and Psychology, Jacksonville, FL, USA
| | - Shehzad K Niazi
- Mayo Clinic, Department of Psychiatry and Psychology, Jacksonville, FL, USA
| | - Emily Brennan
- Mayo Clinic, Robert D. and Patricia E. Kern Center for the Science of Healthcare Delivery, Jacksonville, FL, USA
| | - Harry R Powers
- Mayo Clinic, Division of Infectious Diseases, Jacksonville, FL, USA
| | - Ravi Durvasula
- Mayo Clinic, Division of Infectious Diseases, Jacksonville, FL, USA
| | - Arjun Athreya
- Mayo Clinic, Department of Molecular Pharmacology and Experimental Therapeutics, Rochester, MN, USA
- Mayo Clinic, Department of Psychiatry and Psychology, Rochester, MN, USA
| | - Karen Blackmon
- Mayo Clinic, Department of Psychiatry and Psychology, Jacksonville, FL, USA
| |
Collapse
|
38
|
Budamagunta V, Kumar A, Rani A, Bean L, Manohar‐Sindhu S, Yang Y, Zhou D, Foster TC. Effect of peripheral cellular senescence on brain aging and cognitive decline. Aging Cell 2023; 22:e13817. [PMID: 36959691 PMCID: PMC10186609 DOI: 10.1111/acel.13817] [Citation(s) in RCA: 7] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/23/2022] [Revised: 02/22/2023] [Accepted: 02/24/2023] [Indexed: 03/25/2023] Open
Abstract
We examine similar and differential effects of two senolytic treatments, ABT-263 and dasatinib + quercetin (D + Q), in preserving cognition, markers of peripheral senescence, and markers of brain aging thought to underlie cognitive decline. Male F344 rats were treated from 12 to 18 months of age with D + Q, ABT-263, or vehicle, and were compared to young (6 months). Both senolytic treatments rescued memory, preserved the blood-brain barrier (BBB) integrity, and prevented the age-related decline in hippocampal N-methyl-D-aspartate receptor (NMDAR) function associated with impaired cognition. Senolytic treatments decreased senescence-associated secretory phenotype (SASP) and inflammatory cytokines/chemokines in the plasma (IL-1β, IP-10, and RANTES), with some markers more responsive to D + Q (TNFα) or ABT-263 (IFNγ, leptin, EGF). ABT-263 was more effective in decreasing senescence genes in the spleen. Both senolytic treatments decreased the expression of immune response and oxidative stress genes and increased the expression of synaptic genes in the dentate gyrus (DG). However, D + Q influenced twice as many genes as ABT-263. Relative to D + Q, the ABT-263 group exhibited increased expression of DG genes linked to cell death and negative regulation of apoptosis and microglial cell activation. Furthermore, D + Q was more effective at decreasing morphological markers of microglial activation. The results indicate that preserved cognition was associated with the removal of peripheral senescent cells, decreasing systemic inflammation that normally drives neuroinflammation, BBB breakdown, and impaired synaptic function. Dissimilarities associated with brain transcription indicate divergence in central mechanisms, possibly due to differential access.
Collapse
Affiliation(s)
- Vivekananda Budamagunta
- Department of Neuroscience, McKnight Brain InstituteUniversity of FloridaGainesvilleFloridaUSA
- Genetics and Genomics Graduate Program, Genetics InstituteUniversity of FloridaGainesvilleFloridaUSA
- Department of Pharmacodynamics, College of PharmacyUniversity of FloridaGainesvilleFloridaUSA
| | - Ashok Kumar
- Department of Neuroscience, McKnight Brain InstituteUniversity of FloridaGainesvilleFloridaUSA
| | - Asha Rani
- Department of Neuroscience, McKnight Brain InstituteUniversity of FloridaGainesvilleFloridaUSA
| | - Linda Bean
- Department of Neuroscience, McKnight Brain InstituteUniversity of FloridaGainesvilleFloridaUSA
| | - Sahana Manohar‐Sindhu
- Genetics and Genomics Graduate Program, Genetics InstituteUniversity of FloridaGainesvilleFloridaUSA
| | - Yang Yang
- Department of Pharmacodynamics, College of PharmacyUniversity of FloridaGainesvilleFloridaUSA
- Department of Biochemistry and Structural BiologyUniversity of Texas Health Science Center at San AntonioSan AntonioTexasUSA
| | - Daohong Zhou
- Department of Biochemistry and Structural BiologyUniversity of Texas Health Science Center at San AntonioSan AntonioTexasUSA
| | - Thomas C. Foster
- Department of Neuroscience, McKnight Brain InstituteUniversity of FloridaGainesvilleFloridaUSA
- Genetics and Genomics Graduate Program, Genetics InstituteUniversity of FloridaGainesvilleFloridaUSA
| |
Collapse
|
39
|
Sha A, Chen H. Infection routes, invasion mechanisms, and drug inhibition pathways of human coronaviruses on the nervous system. Front Neurosci 2023; 17:1169740. [PMID: 37139519 PMCID: PMC10150004 DOI: 10.3389/fnins.2023.1169740] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/20/2023] [Accepted: 03/27/2023] [Indexed: 05/05/2023] Open
Abstract
So far, numerous studies have reported on how coronaviruses affect the human nervous system. However, these studies mainly focused on the impact of a single coronavirus on the nervous system, and failed to fully report the invasion mechanisms and the rules of symptoms of the seven human coronaviruses. This research can assist medical professionals in identifying the regularity of coronavirus invasion into the nervous system by examining the impacts of human coronaviruses on the nervous system. Meanwhile, the discovery also helps humans to prevent the damage to the human nervous system caused by the more novel coronavirus in advance, thus reducing the rate of disease transmission and fatality caused by such viruses. In addition to describing the structures, routes of infection, and symptomatic manifestations of human coronaviruses, this review also finds that the structures of human coronaviruses correlate with virulence, pathways of infection, and blocking mechanisms of drugs. This review can provide a theoretical basis for the research and development of related drugs, promote the prevention and treatment of coronavirus infectious diseases, and contribute to global epidemic prevention.
Collapse
Affiliation(s)
- Ailong Sha
- School of Teacher Education, Chongqing Three Gorges University, Chongqing, China
- School of Biology and Food Engineering, Chongqing Three Gorges University, Chongqing, China
| | - Hongrun Chen
- School of Biology and Food Engineering, Chongqing Three Gorges University, Chongqing, China
| |
Collapse
|
40
|
Ajčević M, Iscra K, Furlanis G, Michelutti M, Miladinović A, Buoite Stella A, Ukmar M, Cova MA, Accardo A, Manganotti P. Cerebral hypoperfusion in post-COVID-19 cognitively impaired subjects revealed by arterial spin labeling MRI. Sci Rep 2023; 13:5808. [PMID: 37037833 PMCID: PMC10086005 DOI: 10.1038/s41598-023-32275-3] [Citation(s) in RCA: 36] [Impact Index Per Article: 36.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/23/2022] [Accepted: 03/24/2023] [Indexed: 04/12/2023] Open
Abstract
Cognitive impairment is one of the most prevalent symptoms of post Severe Acute Respiratory Syndrome COronaVirus 2 (SARS-CoV-2) state, which is known as Long COVID. Advanced neuroimaging techniques may contribute to a better understanding of the pathophysiological brain changes and the underlying mechanisms in post-COVID-19 subjects. We aimed at investigating regional cerebral perfusion alterations in post-COVID-19 subjects who reported a subjective cognitive impairment after a mild SARS-CoV-2 infection, using a non-invasive Arterial Spin Labeling (ASL) MRI technique and analysis. Using MRI-ASL image processing, we investigated the brain perfusion alterations in 24 patients (53.0 ± 14.5 years, 15F/9M) with persistent cognitive complaints in the post COVID-19 period. Voxelwise and region-of-interest analyses were performed to identify statistically significant differences in cerebral blood flow (CBF) maps between post-COVID-19 patients, and age and sex matched healthy controls (54.8 ± 9.1 years, 13F/9M). The results showed a significant hypoperfusion in a widespread cerebral network in the post-COVID-19 group, predominantly affecting the frontal cortex, as well as the parietal and temporal cortex, as identified by a non-parametric permutation testing (p < 0.05, FWE-corrected with TFCE). The hypoperfusion areas identified in the right hemisphere regions were more extensive. These findings support the hypothesis of a large network dysfunction in post-COVID subjects with cognitive complaints. The non-invasive nature of the ASL-MRI method may play an important role in the monitoring and prognosis of post-COVID-19 subjects.
Collapse
Affiliation(s)
- Miloš Ajčević
- Department of Engineering and Architecture, University of Trieste, Trieste, Italy
| | - Katerina Iscra
- Department of Engineering and Architecture, University of Trieste, Trieste, Italy
| | - Giovanni Furlanis
- Clinical Unit of Neurology, Department of Medicine, Surgery and Health Sciences, Trieste University Hospital-ASUGI, University of Trieste, Trieste, Italy
| | - Marco Michelutti
- Clinical Unit of Neurology, Department of Medicine, Surgery and Health Sciences, Trieste University Hospital-ASUGI, University of Trieste, Trieste, Italy
| | | | - Alex Buoite Stella
- Clinical Unit of Neurology, Department of Medicine, Surgery and Health Sciences, Trieste University Hospital-ASUGI, University of Trieste, Trieste, Italy
| | - Maja Ukmar
- Radiology Unit, Department of Medicine, Surgery and Health Sciences, Trieste University Hospital-ASUGI, University of Trieste, Trieste, Italy
| | - Maria Assunta Cova
- Radiology Unit, Department of Medicine, Surgery and Health Sciences, Trieste University Hospital-ASUGI, University of Trieste, Trieste, Italy
| | - Agostino Accardo
- Department of Engineering and Architecture, University of Trieste, Trieste, Italy
| | - Paolo Manganotti
- Clinical Unit of Neurology, Department of Medicine, Surgery and Health Sciences, Trieste University Hospital-ASUGI, University of Trieste, Trieste, Italy.
| |
Collapse
|
41
|
Manfredini A, Pisano F, Incoccia C, Marangolo P. The Impact of COVID-19 Lockdown Measures and COVID-19 Infection on Cognitive Functions: A Review in Healthy and Neurological Populations. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2023; 20:4889. [PMID: 36981800 PMCID: PMC10049620 DOI: 10.3390/ijerph20064889] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 02/07/2023] [Revised: 03/02/2023] [Accepted: 03/09/2023] [Indexed: 06/18/2023]
Abstract
The COVID-19 pandemic severely affected people's mental health all over the world. This review aims to present a comprehensive overview of the literature related to the effects of COVID-19 lockdown measures and COVID-19 infection on cognitive functioning in both healthy people and people with neurological conditions by considering only standardized tests. We performed a narrative review of the literature via two databases, PUBMED and SCOPUS, from December 2019 to December 2022. In total, 62 out of 1356 articles were selected and organized into three time periods: short-term (1-4 months), medium-term (5-8 months), and long-term (9-12 months), according to the time in which the tests were performed. Regardless of the time period, most studies showed a general worsening in cognitive performance in people with neurological conditions due to COVID-19 lockdown measures and in healthy individuals recovered from COVID-19 infection. Our review is the first to highlight the importance of considering standardized tests as reliable measures to quantify the presence of cognitive deficits due to COVID-19. Indeed, we believe that they provide an objective measure of the cognitive difficulties encountered in the different populations, while allowing clinicians to plan rehabilitation treatments that can be of great help to many patients who still, nowadays, experience post-COVID-19 symptoms.
Collapse
Affiliation(s)
- Alessio Manfredini
- Department of Humanities Studies, University Federico II, 80133 Naples, Italy
| | - Francesca Pisano
- Department of Humanities Studies, University Federico II, 80133 Naples, Italy
| | | | - Paola Marangolo
- Department of Humanities Studies, University Federico II, 80133 Naples, Italy
| |
Collapse
|
42
|
Al-Qahtani ZA, Al Jabbar I, Alhadi W, Alahmari SA, Alqahtani RM, Alnujaymi BM, Al-Qahtani RA. Memory, Attention, and Concentration Dysfunction Post-COVID-19 Among College Students in Saudi Arabia: A Case-Control Study. Cureus 2023; 15:e36419. [PMID: 37090348 PMCID: PMC10115358 DOI: 10.7759/cureus.36419] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 03/20/2023] [Indexed: 04/25/2023] Open
Abstract
Introduction Multiple studies have demonstrated the multi-systemic involvement of COVID-19, and among all of these systems, there is mounting evidence that COVID-19 is linked to neurocognitive impairment, particularly when neurological symptoms are present. Our aim is to study the concept of cognitive dysfunction post-COVID-19 among college students in Saudi Arabia and its potential effect on their academic performance. Methods A population-based, observational case-control study was conducted across the Kingdom of Saudi Arabia, from May 2022 to September 2022. A total of 2,150 eligible students have completed the study questionnaire. An exact 776 (36.1%) of them had COVID-19 infection (group 1), while 1,374 (63.9%) students had not (group 2). The sample population was college-enrolled students from 18 to 28 years old, with a mean age of 21.3 for group 1 and 20.8 for group 2. Both groups were handed the same data collection tool to establish whether the COVID-19 survivors had cognitive deficits more than the control group. Results There was no significant difference between the two groups regarding their bio-demographic data, study methods, or vaccination rate. However, both Neurological Fatigue and Big Five Inventory score were significantly higher among infected students, comparable to non-infected students. A negative relation was found between the infected students' neurological fatigue (rho=-0.14), cognitive failure (rho=-0.10), and depression and anxiety scale with their GPA (rho=0.03). Contrarily, infected students showed a positive relationship between their GPA and the Big Five Inventory (rho=0.13) and Short Grit Scale (rho=0.14). Also, there was a significant inverse relation between students' apathy motivation with their Big Five Inventory. Likewise, there was an inverse relation between their neurological fatigue, cognitive failure, and apathy motivation with their Short Grit Scale. Conclusion We demonstrated that college students who have survived COVID-19 infection mostly complain of cognitive impairment, even though most of them have no comorbidities or psychological disorders.
Collapse
Affiliation(s)
| | | | - Wajd Alhadi
- College of Medicine, King Khalid University, Abha, SAU
| | | | | | | | | |
Collapse
|
43
|
Prabhakaran D, Day GS, Munipalli B, Rush BK, Pudalov L, Niazi SK, Brennan E, Powers HR, Durvasula R, Athreya A, Blackmon K. Neurophenotypes of COVID-19: risk factors and recovery outcomes. RESEARCH SQUARE 2023:rs.3.rs-2363210. [PMID: 36597538 PMCID: PMC9810229 DOI: 10.21203/rs.3.rs-2363210/v2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Indexed: 06/17/2023]
Abstract
Coronavirus disease 2019 (COVID-19) infection is associated with risk of persistent neurocognitive and neuropsychiatric complications, termed "long COVID". It is unclear whether the neuropsychological manifestations of COVID-19 present as a uniform syndrome or as distinct neurophenotypes with differing risk factors and recovery outcomes. We examined post-acute neuropsychological profiles following SARS-CoV-2 infection in 205 patients recruited from inpatient and outpatient populations, using an unsupervised machine learning cluster analysis, with objective and subjective measures as input features. This resulted in three distinct post-COVID clusters. In the largest cluster (69%), cognitive functions were within normal limits, although mild subjective attention and memory complaints were reported. Vaccination was associated with membership in this "normal cognition" phenotype. Cognitive impairment was present in the remaining 31% of the sample but clustered into two differentially impaired groups. In 16% of participants, memory deficits, slowed processing speed, and fatigue were predominant. Risk factors for membership in the "memory-speed impaired" neurophenotype included anosmia and more severe COVID-19 infection. In the remaining 15% of participants, executive dysfunction was predominant. Risk factors for membership in this milder "dysexecutive" neurophenotype included disease-nonspecific factors such as neighborhood deprivation and obesity. Recovery outcomes at 6-month follow-up differed across neurophenotypes, with the normal cognition group showing improvement in verbal memory and psychomotor speed, the dysexecutive group showing improvement in cognitive flexibility, and the memory-speed impaired group showing no objective improvement and relatively worse functional outcomes compared to the other two clusters. These results indicate that there are multiple post-acute neurophenotypes of long COVID, with different etiological pathways and recovery outcomes. This information may inform phenotype-specific approaches to treatment.
Collapse
|
44
|
Prabhakaran D, Day G, Munipalli B, Rush B, Pudalov L, Niazi S, Brennan E, Powers H, Durvasula R, Athreya A, Blackmon K. Neurophenotypes of COVID-19: risk factors and recovery outcomes. RESEARCH SQUARE 2023:rs.3.rs-2363210. [PMID: 36597538 PMCID: PMC9810229 DOI: 10.21203/rs.3.rs-2363210/v1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
Abstract
Coronavirus disease 2019 (COVID-19) infection is associated with risk of persistent neurocognitive and neuropsychiatric complications, termed "long COVID". It is unclear whether the neuropsychological manifestations of COVID-19 present as a uniform syndrome or as distinct neurophenotypes with differing risk factors and recovery outcomes. We examined post-acute neuropsychological profiles following SARS-CoV-2 infection in 205 patients recruited from inpatient and outpatient populations, using an unsupervised machine learning cluster analysis, with objective and subjective measures as input features. This resulted in three distinct post-COVID clusters. In the largest cluster (69%), cognitive functions were within normal limits, although mild subjective attention and memory complaints were reported. Vaccination was associated with membership in this "normal cognition" phenotype. Cognitive impairment was present in the remaining 31% of the sample but clustered into two differentially impaired groups. In 16% of participants, memory deficits, slowed processing speed, and fatigue were predominant. Risk factors for membership in the "memory-speed impaired" neurophenotype included anosmia and more severe COVID-19 infection. In the remaining 15% of participants, executive dysfunction was predominant. Risk factors for membership in this milder "dysexecutive" neurophenotype included disease-nonspecific factors such as neighborhood deprivation and obesity. Recovery outcomes at 6-month follow-up differed across neurophenotypes, with the normal cognition group showing improvement in verbal memory and psychomotor speed, the dysexecutive group showing improvement in cognitive flexibility, and the memory-speed impaired group showing no objective improvement and relatively worse functional outcomes compared to the other two clusters. These results indicate that there are multiple post-acute neurophenotypes of long COVID, with different etiological pathways and recovery outcomes. This information may inform phenotype-specific approaches to treatment.
Collapse
|
45
|
Kubota T, Kuroda N, Sone D. Neuropsychiatric aspects of long COVID: A comprehensive review. Psychiatry Clin Neurosci 2023; 77:84-93. [PMID: 36385449 PMCID: PMC10108156 DOI: 10.1111/pcn.13508] [Citation(s) in RCA: 46] [Impact Index Per Article: 46.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/05/2022] [Revised: 10/21/2022] [Accepted: 11/07/2022] [Indexed: 11/18/2022]
Abstract
Although some patients have persistent symptoms or develop new symptoms following coronavirus disease 2019 (COVID-19) infection, neuropsychiatric aspects of long COVID are not well known. This review summarizes and provides an update on the neuropsychiatric dimensions of long COVID. Its neuropsychiatric manifestations commonly include fatigue, cognitive impairment, sleep disorders, depression, anxiety, and post-traumatic stress disorder. There are no specific tests for long COVID, but some characteristic findings such as hypometabolism on positron emission tomography have been reported. The possible mechanisms of long COVID include inflammation, ischemic effects, direct viral invasion, and social and environmental changes. Some patient characteristics and the severity and complications of acute COVID-19 infection may be associated with an increased risk of neuropsychiatric symptoms. Long COVID may resolve spontaneously or persist, depending on the type of neuropsychiatric symptoms. Although established treatments are lacking, various psychological and pharmacological treatments have been attempted. Vaccination against COVID-19 infection plays a key role in the prevention of long coronavirus disease. With differences among the SARS-CoV-2 variants, including the omicron variant, the aspects of long COVID are likely to change in the future. Further studies clarifying the aspects of long COVID to develop effective treatments are warranted.
Collapse
Affiliation(s)
- Takafumi Kubota
- Department of Neurology, National Hospital Organization Sendai Medical Center, Sendai, Japan.,Department of Neurology, Tohoku University Graduate School of Medicine, Sendai, Japan
| | - Naoto Kuroda
- Department of Epileptology, Tohoku University Graduate School of Medicine, Sendai, Japan.,Department of Pediatrics, Wayne State University, Detroit, Michigan, USA
| | - Daichi Sone
- Department of Psychiatry, Jikei University School of Medicine, Tokyo, Japan
| |
Collapse
|
46
|
Multidomain cognitive impairment in non-hospitalized patients with the post-COVID-19 syndrome: results from a prospective monocentric cohort. J Neurol 2023; 270:1215-1223. [PMID: 36422669 PMCID: PMC9686246 DOI: 10.1007/s00415-022-11444-w] [Citation(s) in RCA: 24] [Impact Index Per Article: 24.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/20/2022] [Revised: 10/18/2022] [Accepted: 10/19/2022] [Indexed: 11/25/2022]
Abstract
BACKGROUND A fraction of patients with asymptomatic to mild/moderate acute COVID-19 disease report cognitive deficits as part of the post-COVID-19 syndrome. This study aimed to assess the neuropsychological profile of these patients. METHODS Assessment at baseline (three months or more following acute COVID-19) of a monocentric prospective cohort of patients with post-COVID-19 syndrome. Multidomain neuropsychological tests were performed, and questionnaires on depression, anxiety, fatigue, sleep, and general health status were administered. RESULTS Of the 58 patients screened, six were excluded due to possible alternative causes of cognitive impairment (major depression, neurodegenerative disease). Of the remaining 52 individuals, only one had a below-threshold screening result on Mini-Mental State Examination, and 13 scored below the cut-off on Montreal Cognitive Assessment. Extended neuropsychological testing revealed a neurocognitive disorder (NCD) in 31 (59.6%) participants with minor NCD in the majority of cases (n = 26). In patients with NCD, the cognitive domains learning/memory and executive functions were impaired in 60.7%, complex attention in 51.6%, language in 35.5%, and perceptual-motor function in 29.0%. Cognitive profiles were associated with daytime sleepiness but not with depression, anxiety, sleep quality, total general health status, or fatigue. CONCLUSION Neurocognitive impairment can be confirmed in around 60% of individuals with self-reported deficits as part of post-COVID-19 syndrome following a mild acute COVID-19 disease course. Notably, screening tests cannot reliably detect this dysfunction. Standard psychiatric assessments showed no association with cognitive profiles. Longitudinal studies are needed to further evaluate the course of neurocognitive deficits and clarify pathophysiology.
Collapse
|
47
|
Llana T, Mendez M, Zorzo C, Fidalgo C, Juan MC, Mendez-Lopez M. Anosmia in COVID-19 could be associated with long-term deficits in the consolidation of procedural and verbal declarative memories. Front Neurosci 2022; 16:1082811. [PMID: 36570827 PMCID: PMC9780694 DOI: 10.3389/fnins.2022.1082811] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/28/2022] [Accepted: 11/28/2022] [Indexed: 12/13/2022] Open
Abstract
Background and purpose Long-COVID describes the long-term effects of the coronavirus disease 2019 (COVID-19). In long-COVID patients, neuropsychological alterations are frequently reported symptoms. Research points to medial temporal lobe dysfunction and its association with anosmia in long-COVID patients. This study aims to investigate the acquisition and consolidation of declarative and procedural memory in long-COVID patients and to explore whether anosmia is related to these dissociated memory functions. Methods Forty-two long-COVID participants and 30 controls (C) were recruited. The sample of long-COVID patients was divided into two groups based on the presence or absence of anosmia, group A and group NA, respectively. Objective performance in verbal declarative memory (Paired-Associate Learning, PAL), procedural memory (Mirror Tracing Test, MTT), general cognitive function (Montreal Cognitive Assessment scale), psychomotor speed, and incidental learning (Digit Symbol Substitution Test) were assessed and compared among the A, NA, and C groups. Long-term retention of PAL and MTT were assessed 24 h after acquisition. Results Lower scores in general cognition, psychomotor speed, and sustained attention were found in A and NA compared with C. However, incidental learning, both cue-guided and free-recalled, was diminished in group A compared with C, with no differences with group NA. General cognition and incidental learning were related to declarative memory function exclusively in long-COVID groups. Long-COVID groups presented lower long-term retention of verbal declarative memory than controls in recall tests but no differences in recognition tests. No group differences were found in the acquisition of procedural memory. However, long-term retention of this memory was worse in group A as compared to the NA and C groups, respectively, when errors and time of execution were considered. Conclusion Findings support that consolidation of both procedural and declarative memories is more affected than the acquisition of these memories in long-COVID patients, who are also more vulnerable to deficits in delayed recall than in recognition of declarative memories. Deficits in the consolidation of procedural memory and immediate recall of declarative information are especially relevant in long-COVID participants with anosmia. This indicates that anosmia in COVID-19 could be associated with a long-term dysfunction of the limbic system.
Collapse
Affiliation(s)
- Tania Llana
- Department of Psychology, Faculty of Psychology, University of Oviedo, Oviedo, Spain,Neuroscience Institute of Principado de Asturias (INEUROPA), Oviedo, Spain,Instituto de Investigación Sanitaria del Principado de Asturias (ISPA), Oviedo, Spain,Instituto Universitario de Automática e Informática Industrial, Universitat Politècnica de València, Valencia, Spain
| | - Marta Mendez
- Department of Psychology, Faculty of Psychology, University of Oviedo, Oviedo, Spain,Neuroscience Institute of Principado de Asturias (INEUROPA), Oviedo, Spain,Instituto de Investigación Sanitaria del Principado de Asturias (ISPA), Oviedo, Spain,*Correspondence: Marta Mendez,
| | - Candela Zorzo
- Neuroscience Institute of Principado de Asturias (INEUROPA), Oviedo, Spain,Instituto de Investigación Sanitaria del Principado de Asturias (ISPA), Oviedo, Spain,Instituto Universitario de Automática e Informática Industrial, Universitat Politècnica de València, Valencia, Spain
| | - Camino Fidalgo
- Department of Psychology and Sociology, University of Zaragoza, Zaragoza, Spain,IIS Aragón-Instituto de Investigación Sanitaria Aragón, Zaragoza, Spain
| | - M.-Carmen Juan
- Instituto Universitario de Automática e Informática Industrial, Universitat Politècnica de València, Valencia, Spain
| | - Magdalena Mendez-Lopez
- Department of Psychology and Sociology, University of Zaragoza, Zaragoza, Spain,IIS Aragón-Instituto de Investigación Sanitaria Aragón, Zaragoza, Spain
| |
Collapse
|
48
|
Home-Based Individualized Cognitive Stimulation (iCS) Therapy in Portuguese Psychiatric Patients: A Randomized Controlled Trial. Brain Sci 2022; 12:brainsci12121655. [PMID: 36552114 PMCID: PMC9775072 DOI: 10.3390/brainsci12121655] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/14/2022] [Revised: 11/26/2022] [Accepted: 11/28/2022] [Indexed: 12/03/2022] Open
Abstract
Cognitive difficulties are common in people with mental health issues, including psychotic disorders, although this population may have difficulty accessing treatments due to various challenges, including transportation, remembering appointments, or discomfort in crowded or unfamiliar places. Home-based services can be crucial and effective for reaching populations with accessibility issues; one home-based intervention technique is individual cognitive stimulation (iCS), which has been shown to be an effective strategy to target and improve cognitive functioning in various samples. Using a previously established Portuguese iCS protocol, based on an initial brief cognitive assessment and the subsequent administration of cognitive stimulation materials and reflection exercises, the current randomized controlled trial explored the effectiveness of the iCS intervention on participants in Portugal with psychotic disorders. Outcome tools included measures of cognition, depression, quality of life, and functional abilities at baseline, the completion of the intervention, and post-intervention follow-up. With two well-matched groups at baseline, the results revealed significant improvements in the intervention group on cognitive functioning, depression, quality of life, and, more modestly, functional activities. These results offer an important contribution to the field of iCS protocols, in an effort to enhance the lives and well-being of various clinical populations, including those with psychotic disorders.
Collapse
|
49
|
Nouraeinejad A. Brain fog as a Long-term Sequela of COVID-19. SN COMPREHENSIVE CLINICAL MEDICINE 2022; 5:9. [PMID: 36466122 PMCID: PMC9685075 DOI: 10.1007/s42399-022-01352-5] [Citation(s) in RCA: 18] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Accepted: 11/17/2022] [Indexed: 05/31/2023]
Abstract
Increasing data indicate that people infected with COVID-19 are at high risk for developing long-term neurological complications, such as "brain fog" or cognitive impairment. However, little is known about the long-term outcomes of COVID-19 survivors. This also applies to the prevalence, risk factors, and pathobiological findings associated with these consequences. Although cognitive complications are anticipated in patients who require a long-lasting hospital stay or intubation, milder cases of COVID-19 with no record of hospitalization have also been shown to experience assessable cognitive challenges. Cognitive impairment can have a devastating impact on daily functioning. Understanding the long-term effect of COVID-19 on cognitive function is vital for applying specific schemes to those who wish to return to their jobs productively.
Collapse
Affiliation(s)
- Ali Nouraeinejad
- Institute of Ophthalmology, Faculty of Brain Sciences, University College London (UCL), London, UK
| |
Collapse
|
50
|
The negative impact of COVID-19 on working memory revealed using a rapid online quiz. PLoS One 2022; 17:e0269353. [DOI: 10.1371/journal.pone.0269353] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/18/2022] [Accepted: 10/18/2022] [Indexed: 11/16/2022] Open
Abstract
Although coronavirus disease 2019 (COVID-19) affects the respiratory system, it can also have neurological consequences leading to cognitive deficits such as memory problems. The aim of our study was to assess the impact of COVID-19 on working memory function. We developed and implemented an online anonymous survey with a working memory quiz incorporating aspects of gamification to engage participants. 5428 participants successfully completed the survey and memory quiz between 8th December 2020 and 5th July 2021 (68.6% non-COVID-19 and 31.4% COVID-19). Most participants (93.3%) completed the survey and memory quiz relatively rapidly (mean time of 8.84 minutes). Categorical regression was used to assess the contribution of COVID status, age, time post-COVID (number of months elapsed since having had COVID), symptoms, ongoing symptoms and gender, followed by non-parametric statistics. A principal component analysis explored the relationship between subjective ratings and objective memory scores. The objective memory scores were significantly correlated with participants’ own assessment of their cognitive function. The factors significantly affecting memory scores were COVID status, age, time post-COVID and ongoing symptoms. Our main finding was a significant reduction in memory scores in all COVID groups (self-reported, positive-tested and hospitalized) compared to the non-COVID group. Memory scores for all COVID groups combined were significantly reduced compared to the non-COVID group in every age category 25 years and over, but not for the youngest age category (18–24 years old). We found that memory scores gradually increased over a period of 17 months post-COVID-19. However, those with ongoing COVID-19 symptoms continued to show a reduction in memory scores. Our findings demonstrate that COVID-19 negatively impacts working memory function, but only in adults aged 25 years and over. Moreover, our results suggest that working memory deficits with COVID-19 can recover over time, although impairments may persist in those with ongoing symptoms.
Collapse
|