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Réus GZ, Recco KCC, Machado KMSH, Silva RH, Arent CO, Amboni G, Niero FS, Pedro LC, Borba LA, Bagatini MD, de Oliveira GG, da Silva AP, Mingoti MED, Ignácio ZM, Gava FF, Petronilho F, Quevedo J, Ceretta LB, de Azevedo Cardoso T. COVID-19, Anxiety, and Body Mass Index Increase Leptin Levels: a Cross-sectional Multicentric Study. Mol Neurobiol 2024; 61:10041-10050. [PMID: 38123701 DOI: 10.1007/s12035-023-03788-9] [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: 06/20/2023] [Accepted: 11/08/2023] [Indexed: 12/23/2023]
Abstract
Although many efforts have been made to understand the pathophysiological mechanisms of COVID-19, critical gaps remain to be explored. This study aimed to investigate potential alterations in adipokine levels (specifically adiponectin, leptin, and resistin) among individuals with COVID-19. Within this population, we further assessed the association between these markers with both, body mass index (BMI) and psychiatric symptoms. This cross-sectional study included an age- and sex-matched sample of adults with COVID-19 (cases) and without COVID-19 (controls). We evaluated the severity of psychiatric symptoms, BMI, and adipokines. Individuals with COVID-19 presented greater BMI, stress levels, and leptin levels when compared to controls. Leptin levels were greater in individuals with moderate/severe COVID-19 as compared to individuals with COVID-19 who were asymptomatic or having mild symptoms. Leptin levels were positively correlated with BMI, severity of depressive and anxiety symptoms, and stress levels in the total sample. Leptin levels were also positively correlated with BMI, severity of anxiety symptoms, and stress levels in controls. In cases, there was a positive correlation between adiponectin and the severity of depressive symptoms and stress levels and leptin/resistin with BMI. A linear regression model revealed that BMI, severity of anxiety symptoms, and the diagnosis of COVID-19 are independently associated with increased leptin levels. Thus, leptin levels seem to be impacted by the COVID-19 infection, anxiety, and BMI.
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Affiliation(s)
- Gislaine Z Réus
- Translational Psychiatry Laboratory, Graduate Program in Health Sciences, University of Southern Santa Catarina (UNESC), Criciúma, SC, 88806-000, Brazil.
| | - Kelen C C Recco
- Translational Psychiatry Laboratory, Graduate Program in Health Sciences, University of Southern Santa Catarina (UNESC), Criciúma, SC, 88806-000, Brazil
| | - Karynne M S H Machado
- Translational Psychiatry Laboratory, Graduate Program in Health Sciences, University of Southern Santa Catarina (UNESC), Criciúma, SC, 88806-000, Brazil
| | - Ritele H Silva
- Translational Psychiatry Laboratory, Graduate Program in Health Sciences, University of Southern Santa Catarina (UNESC), Criciúma, SC, 88806-000, Brazil
| | - Camila O Arent
- Translational Psychiatry Laboratory, Graduate Program in Health Sciences, University of Southern Santa Catarina (UNESC), Criciúma, SC, 88806-000, Brazil
| | - Graziela Amboni
- Translational Psychiatry Laboratory, Graduate Program in Health Sciences, University of Southern Santa Catarina (UNESC), Criciúma, SC, 88806-000, Brazil
| | - Flávia S Niero
- Translational Psychiatry Laboratory, Graduate Program in Health Sciences, University of Southern Santa Catarina (UNESC), Criciúma, SC, 88806-000, Brazil
| | - Lucas C Pedro
- Translational Psychiatry Laboratory, Graduate Program in Health Sciences, University of Southern Santa Catarina (UNESC), Criciúma, SC, 88806-000, Brazil
| | - Laura A Borba
- Translational Psychiatry Laboratory, Graduate Program in Health Sciences, University of Southern Santa Catarina (UNESC), Criciúma, SC, 88806-000, Brazil
| | - Margarete D Bagatini
- Laboratory of Physiology Pharmacology and Psychopathology, Graduate Program in Biomedical Sciences, Federal University of the Southern Frontier, Chapecó, SC, Brazil
| | - Gabriela G de Oliveira
- Laboratory of Physiology Pharmacology and Psychopathology, Graduate Program in Biomedical Sciences, Federal University of the Southern Frontier, Chapecó, SC, Brazil
| | - Alana Patrícia da Silva
- Laboratory of Physiology Pharmacology and Psychopathology, Graduate Program in Biomedical Sciences, Federal University of the Southern Frontier, Chapecó, SC, Brazil
| | - Maiqueli Eduarda D Mingoti
- Laboratory of Physiology Pharmacology and Psychopathology, Graduate Program in Biomedical Sciences, Federal University of the Southern Frontier, Chapecó, SC, Brazil
| | - Zuleide Maria Ignácio
- Laboratory of Physiology Pharmacology and Psychopathology, Graduate Program in Biomedical Sciences, Federal University of the Southern Frontier, Chapecó, SC, Brazil
| | - Fernanda F Gava
- Laboratory of Experimental Neurology, Graduate Program in Health Sciences, Health Sciences Unit, University of Southern Santa Catarina (UNESC), Criciúma, Santa Catarina, Brazil
| | - Fabricia Petronilho
- Laboratory of Experimental Neurology, Graduate Program in Health Sciences, Health Sciences Unit, University of Southern Santa Catarina (UNESC), Criciúma, Santa Catarina, Brazil
| | - João Quevedo
- Translational Psychiatry Laboratory, Graduate Program in Health Sciences, University of Southern Santa Catarina (UNESC), Criciúma, SC, 88806-000, Brazil
- Center of Excellence on Mood Disorders, Faillace Department of Psychiatry and Behavioral Sciences, McGovern Medical School, The University of Texas Health Science Center at Houston (UTHealth), Houston, TX, USA
| | - Luciane B Ceretta
- Graduate Program in Public Health, University of Southern Santa Catarina (UNESC), Criciúma, SC, Brazil
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Dacosta-Aguayo R, Torán-Monserrat P, Carmona-Cervelló M, León-Gómez BB, Mataró M, Puig J, Monté-Rubio G, López-Lifante VM, Maria Manresa-Domínguez J, Zamora-Putin V, Montero-Alia P, Chacón C, Bielsa-Pascual J, Moreno-Gabriel E, García-Sierra R, Rodríguez-Pérez MC, Costa-Garrido A, Prado JG, Martínez-Cáceres E, Mateu L, Massanella M, Violán C, Lamonja-Vicente N. Multimodal neuroimaging in Long-COVID and its correlates with cognition 1.8 years after SARS-CoV-2 infection: a cross-sectional study of the Aliança ProHEpiC-19 Cognitiu. Front Neurol 2024; 15:1426881. [PMID: 39346769 PMCID: PMC11428557 DOI: 10.3389/fneur.2024.1426881] [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: 05/02/2024] [Accepted: 08/13/2024] [Indexed: 10/01/2024] Open
Abstract
Introduction There is a growing interest in the effect of Long-COVID (LC) on cognition, and neuroimaging allows us to gain insight into the structural and functional changes underlying cognitive impairment in LC. We used multimodal neuroimaging data in combination with neuropsychological evaluations to study cognitive complaints in a cohort of LC patients with mild to moderate severity symptoms. Methods We conducted a 3T brain magnetic resonance imaging (MRI) study with diffusion tensor imaging (DTI) and functional MRI (fMRI) sequences on 53 LC patients 1.8 years after acute COVID-19 onset. We administered neuropsychological tests to evaluate cognitive domains and examined correlations with Tract-Based Spatial Statistics (TBSS) and resting state. Results We included 53 participants with LC (mean age, 48.23 years; 88.7% females). According to the Frascati criteria, more than half of the participants had deficits in the executive (59%) and attentional (55%) domains, while 40% had impairments in the memory domain. Only one participant (1.89%) showed problems in the visuospatial and visuoconstructive domain. We observed that increased radial diffusivity in different white matter tracts was negatively correlated with the memory domain. Our results showed that higher resting state activity in the fronto-parietal network was associated with lower memory performance. Moreover, we detected increased functional connectivity among the bilateral hippocampus, the right hippocampus and the left amygdala, and the right hippocampus and the left middle temporal gyrus. These connectivity patterns were inversely related to memory and did not survive false discovery rate (FDR) correction. Discussion People with LC exhibit cognitive impairments linked to long-lasting changes in brain structure and function, which justify the cognitive alterations detected.
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Affiliation(s)
- Rosalia Dacosta-Aguayo
- Unitat de Suport a la Recerca Metropolitana Nord, Institut Universitari d'Investigació en Atenció Primària Jordi Gol (IDIAP Jordi Gol), Mataró, Spain
- Germans Trias i Pujol Research Institute (IGTP), Badalona, Spain
| | - Pere Torán-Monserrat
- Unitat de Suport a la Recerca Metropolitana Nord, Institut Universitari d'Investigació en Atenció Primària Jordi Gol (IDIAP Jordi Gol), Mataró, Spain
- Germans Trias i Pujol Research Institute (IGTP), Badalona, Spain
- Department of Medicine, Faculty of Medicine, Universitat de Girona, Girona, Spain
- Multidisciplinary Research Group in Health and Society (GREMSAS) (2021-SGR-0148), Institut Universitari d'Investigació en Atenció Primària Jordi Gol (IDIAPJGol), Barcelona, Spain
| | - Meritxell Carmona-Cervelló
- Unitat de Suport a la Recerca Metropolitana Nord, Institut Universitari d'Investigació en Atenció Primària Jordi Gol (IDIAP Jordi Gol), Mataró, Spain
| | - Brenda Biaani León-Gómez
- Unitat de Suport a la Recerca Metropolitana Nord, Institut Universitari d'Investigació en Atenció Primària Jordi Gol (IDIAP Jordi Gol), Mataró, Spain
| | - Maria Mataró
- Department of Clinical Psychology and Psychobiology, University of Barcelona, Barcelona, Spain
- Institut de Neurociències, University of Barcelona, Barcelona, Spain
- Institut de Recerca Sant Joan de Déu, Esplugues de Llobregat, Spain
| | - Josep Puig
- Radiology Department CDI, Hospital Clinic of Barcelona, Barcelona, Spain
- IDIBAPS (Instituto de Investigaciones Biomédicas August Pi i Sunyer), Barcelona, Spain
- Comparative Medicine and Bioimaging Center (CMCiB), Germans Trias i Pujol Research Institute, Badalona, Spain
| | - Gemma Monté-Rubio
- Comparative Medicine and Bioimaging Center (CMCiB), Germans Trias i Pujol Research Institute, Badalona, Spain
| | - Victor M López-Lifante
- Unitat de Suport a la Recerca Metropolitana Nord, Institut Universitari d'Investigació en Atenció Primària Jordi Gol (IDIAP Jordi Gol), Mataró, Spain
- Multidisciplinary Research Group in Health and Society (GREMSAS) (2021-SGR-0148), Institut Universitari d'Investigació en Atenció Primària Jordi Gol (IDIAPJGol), Barcelona, Spain
- Palau-Solità Healthcare Centre, Palau-Solità Plegamans Institut Català de la Salut, Barcelona, Spain
- Department of Medicine, Universitat Autònoma de Barcelona, Bellaterra, Spain
| | - Josep Maria Manresa-Domínguez
- Unitat de Suport a la Recerca Metropolitana Nord, Institut Universitari d'Investigació en Atenció Primària Jordi Gol (IDIAP Jordi Gol), Mataró, Spain
| | - Valeria Zamora-Putin
- Unitat de Suport a la Recerca Metropolitana Nord, Institut Universitari d'Investigació en Atenció Primària Jordi Gol (IDIAP Jordi Gol), Mataró, Spain
- Palau-Solità Healthcare Centre, Palau-Solità Plegamans Institut Català de la Salut, Barcelona, Spain
| | - Pilar Montero-Alia
- Unitat de Suport a la Recerca Metropolitana Nord, Institut Universitari d'Investigació en Atenció Primària Jordi Gol (IDIAP Jordi Gol), Mataró, Spain
- Multidisciplinary Research Group in Health and Society (GREMSAS) (2021-SGR-0148), Institut Universitari d'Investigació en Atenció Primària Jordi Gol (IDIAPJGol), Barcelona, Spain
| | - Carla Chacón
- Unitat de Suport a la Recerca Metropolitana Nord, Institut Universitari d'Investigació en Atenció Primària Jordi Gol (IDIAP Jordi Gol), Mataró, Spain
- Grup de REcerca en Impacte de les Malalties Cròniques i les seves Trajectòries (GRIMTra), Institut Universitari d'Investigació en Atenció Primària Jordi Gol (IDIAPJGol), Barcelona, Spain
| | - Jofre Bielsa-Pascual
- Unitat de Suport a la Recerca Metropolitana Nord, Institut Universitari d'Investigació en Atenció Primària Jordi Gol (IDIAP Jordi Gol), Mataró, Spain
| | - Eduard Moreno-Gabriel
- Unitat de Suport a la Recerca Metropolitana Nord, Institut Universitari d'Investigació en Atenció Primària Jordi Gol (IDIAP Jordi Gol), Mataró, Spain
- Multidisciplinary Research Group in Health and Society (GREMSAS) (2021-SGR-0148), Institut Universitari d'Investigació en Atenció Primària Jordi Gol (IDIAPJGol), Barcelona, Spain
- Department of Social Psychology, Universitat Autònoma de Barcelona, Bellaterra, Spain
| | - Rosa García-Sierra
- Unitat de Suport a la Recerca Metropolitana Nord, Institut Universitari d'Investigació en Atenció Primària Jordi Gol (IDIAP Jordi Gol), Mataró, Spain
- Multidisciplinary Research Group in Health and Society (GREMSAS) (2021-SGR-0148), Institut Universitari d'Investigació en Atenció Primària Jordi Gol (IDIAPJGol), Barcelona, Spain
- Nursing Department, Faculty of Medicine, Universitat Autònoma de Barcelona, Barcelona, Spain
| | - M Carmen Rodríguez-Pérez
- Unitat de Suport a la Recerca Metropolitana Nord, Institut Universitari d'Investigació en Atenció Primària Jordi Gol (IDIAP Jordi Gol), Mataró, Spain
| | - Anna Costa-Garrido
- Unitat de Suport a la Recerca Metropolitana Nord, Institut Universitari d'Investigació en Atenció Primària Jordi Gol (IDIAP Jordi Gol), Mataró, Spain
| | - Julia G Prado
- Germans Trias i Pujol Research Institute (IGTP), Badalona, Spain
- IrsiCaixa-AIDS Research, Badalona, Spain
- Centro de Investigación Biomédica en Red de Enfermedades Infecciosas (CIBERINFEC), Instituto de Salud Carlos III (ISCIII), Madrid, Spain
| | - Eva Martínez-Cáceres
- Germans Trias i Pujol Research Institute (IGTP), Badalona, Spain
- Immunology Department, FOCIS Center of Excellence-Universitat Autònoma de Barcelona, Cerdanyola del Vallès, Spain
- Immunology Division, Laboratori Clinic Metropolitana Nord (LCMN), Hospital Universitari Germans Trias i Pujol, Badalona, Spain
| | - Lourdes Mateu
- Germans Trias i Pujol Research Institute (IGTP), Badalona, Spain
- IrsiCaixa-AIDS Research, Badalona, Spain
- Infectious Diseases Department, Fundació Lluita contra les Infeccions (FLI), Germans Trias i Pujol Hospital, Badalona, Spain
- Red Española de investigación en Covid Persistente, Madrid, Spain
| | - Marta Massanella
- Germans Trias i Pujol Research Institute (IGTP), Badalona, Spain
- IrsiCaixa-AIDS Research, Badalona, Spain
- Centro de Investigación Biomédica en Red de Enfermedades Infecciosas (CIBERINFEC), Instituto de Salud Carlos III (ISCIII), Madrid, Spain
- Red Española de investigación en Covid Persistente, Madrid, Spain
| | - Concepción Violán
- Unitat de Suport a la Recerca Metropolitana Nord, Institut Universitari d'Investigació en Atenció Primària Jordi Gol (IDIAP Jordi Gol), Mataró, Spain
- Germans Trias i Pujol Research Institute (IGTP), Badalona, Spain
- Department of Medicine, Faculty of Medicine, Universitat de Girona, Girona, Spain
- Grup de REcerca en Impacte de les Malalties Cròniques i les seves Trajectòries (GRIMTra), Institut Universitari d'Investigació en Atenció Primària Jordi Gol (IDIAPJGol), Barcelona, Spain
- Red de Investigación en Cronicidad, Atención Primaria y Prevención y Promoción de la Salud (RICAPPS), Instituto de Salud Carlos III (ISCIII), Madrid, Spain
| | - Noemí Lamonja-Vicente
- Unitat de Suport a la Recerca Metropolitana Nord, Institut Universitari d'Investigació en Atenció Primària Jordi Gol (IDIAP Jordi Gol), Mataró, Spain
- Grup de REcerca en Impacte de les Malalties Cròniques i les seves Trajectòries (GRIMTra), Institut Universitari d'Investigació en Atenció Primària Jordi Gol (IDIAPJGol), Barcelona, Spain
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Churchill NW, Roudaia E, Chen JJ, Sekuler A, Gao F, Masellis M, Lam B, Cheng I, Heyn C, Black SE, MacIntosh BJ, Graham SJ, Schweizer TA. Effects of post-acute COVID-19 syndrome on cerebral white matter and emotional health among non-hospitalized individuals. Front Neurol 2024; 15:1432450. [PMID: 39165270 PMCID: PMC11333225 DOI: 10.3389/fneur.2024.1432450] [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: 05/14/2024] [Accepted: 07/22/2024] [Indexed: 08/22/2024] Open
Abstract
Introduction Post-acute COVID syndrome (PACS) is a growing concern, given its impact on mental health and quality of life. However, its effects on cerebral white matter remain poorly understood, particularly in non-hospitalized cohorts. The goals of this cross-sectional, observational study were to examine (1) whether PACS was associated with distinct alterations in white matter microstructure, compared to symptom-matched non-COVID viral infection; and (2) whether microstructural alterations correlated with indices of post-COVID emotional health. Methods Data were collected for 54 symptomatic individuals who tested positive for COVID-19 (mean age 41 ± 12 yrs., 36 female) and 14 controls who tested negative for COVID-19 (mean age 41 ± 14 yrs., 8 female), with both groups assessed an average of 4-5 months after COVID testing. Diffusion magnetic resonance imaging data were collected, and emotional health was assessed via the NIH emotion toolbox, with summary scores indexing social satisfaction, well-being and negative affect. Results Despite similar symptoms, the COVID-19 group had reduced mean and axial diffusivity, along with increased mean kurtosis and neurite dispersion, in deep white matter. After adjusting for social satisfaction, higher levels of negative affect in the COVID-19 group were also correlated with increased mean kurtosis and reduced free water in white matter. Discussion These results provide preliminary evidence that indices of white matter microstructure distinguish PACS from symptomatic non-COVID infection. Moreover, white matter effects seen in PACS correlate with the severity of emotional sequelae, providing novel insights into this highly prevalent disorder.
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Affiliation(s)
- Nathan W. Churchill
- Brain Health and Wellness Research Program, St. Michael’s Hospital, Unity Health Toronto, Toronto, ON, Canada
- Keenan Research Centre for Biomedical Science of St. Michael’s Hospital, Unity Health Toronto, Toronto, ON, Canada
- Physics Department, Toronto Metropolitan University, Toronto, ON, Canada
| | - Eugenie Roudaia
- Rotman Research Institute, Baycrest Academy for Research and Education, Toronto, ON, Canada
| | - J. Jean Chen
- Rotman Research Institute, Baycrest Academy for Research and Education, Toronto, ON, Canada
- Department of Medical Biophysics, University of Toronto, Toronto, ON, Canada
- Institute of Biomedical Engineering, University of Toronto, Toronto, ON, Canada
| | - Allison Sekuler
- Rotman Research Institute, Baycrest Academy for Research and Education, Toronto, ON, Canada
- Department of Psychology, University of Toronto, Toronto, ON, Canada
- Department of Psychology, Neuroscience and Behaviour, McMaster University, Hamilton, ON, Canada
| | - Fuqiang Gao
- Hurvitz Brain Sciences Program, Sunnybrook Research Institute, Toronto, ON, Canada
| | - Mario Masellis
- Rotman Research Institute, Baycrest Academy for Research and Education, Toronto, ON, Canada
- Hurvitz Brain Sciences Program, Sunnybrook Research Institute, Toronto, ON, Canada
- Division of Neurology, Department of Medicine, Sunnybrook Health Sciences Centre, University of Toronto, Toronto, ON, Canada
| | - Benjamin Lam
- Rotman Research Institute, Baycrest Academy for Research and Education, Toronto, ON, Canada
- Hurvitz Brain Sciences Program, Sunnybrook Research Institute, Toronto, ON, Canada
- Division of Neurology, Department of Medicine, Sunnybrook Health Sciences Centre, University of Toronto, Toronto, ON, Canada
| | - Ivy Cheng
- Evaluative Clinical Sciences, Sunnybrook Research Institute, Toronto, ON, Canada
- Integrated Community Program, Sunnybrook Research Institute, Toronto, ON, Canada
- Department of Medicine, University of Toronto, Toronto, ON, Canada
| | - Chris Heyn
- Hurvitz Brain Sciences Program, Sunnybrook Research Institute, Toronto, ON, Canada
- Department of Medical Imaging, University of Toronto, Toronto, ON, Canada
| | - Sandra E. Black
- Rotman Research Institute, Baycrest Academy for Research and Education, Toronto, ON, Canada
- Hurvitz Brain Sciences Program, Sunnybrook Research Institute, Toronto, ON, Canada
- Division of Neurology, Department of Medicine, Sunnybrook Health Sciences Centre, University of Toronto, Toronto, ON, Canada
| | - Bradley J. MacIntosh
- Department of Medical Biophysics, University of Toronto, Toronto, ON, Canada
- Hurvitz Brain Sciences Program, Sunnybrook Research Institute, Toronto, ON, Canada
- Physical Sciences Platform, Sunnybrook Research Institute, Toronto, ON, Canada
- Computational Radiology and Artificial Intelligence Unit, Division of Radiology and Nuclear Medicine, Oslo University Hospital, Oslo, Norway
| | - Simon J. Graham
- Department of Medical Biophysics, University of Toronto, Toronto, ON, Canada
- Hurvitz Brain Sciences Program, Sunnybrook Research Institute, Toronto, ON, Canada
- Physical Sciences Platform, Sunnybrook Research Institute, Toronto, ON, Canada
| | - Tom A. Schweizer
- Brain Health and Wellness Research Program, St. Michael’s Hospital, Unity Health Toronto, Toronto, ON, Canada
- Keenan Research Centre for Biomedical Science of St. Michael’s Hospital, Unity Health Toronto, Toronto, ON, Canada
- Faculty of Medicine (Neurosurgery), University of Toronto, Toronto, ON, Canada
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Ibrahim I, Škoch A, Dezortová M, Adla T, Flusserová V, Nagy M, Douchová I, Fialová M, Filová V, Pajuelo D, Ibrahimová M, Tintěra J. Evaluation of microstructural brain changes in post-coronavirus disease 2019 (COVID-19) patients with neurological symptoms: a cross-sectional study. Quant Imaging Med Surg 2024; 14:5499-5512. [PMID: 39144056 PMCID: PMC11320515 DOI: 10.21037/qims-24-162] [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: 01/26/2024] [Accepted: 06/12/2024] [Indexed: 08/16/2024]
Abstract
Background Changes in both the vascular system and brain tissues can occur after a prior episode of coronavirus disease 2019 (COVID-19), detectable through modifications in diffusion parameters using magnetic resonance imaging (MRI) techniques. These changes in diffusion parameters may be particularly prominent in highly organized structures such as the corpus callosum (CC), including its major components, which have not been adequately studied following COVID-19 infection. Therefore, the study aimed to evaluate microstructural changes in whole-brain (WB) diffusion, with a specific focus on the CC. Methods A total of 101 probands (age range from 18 to 69 years) participated in this retrospective study, consisting of 55 volunteers and 46 post-COVID-19 patients experiencing neurological symptoms. The participants were recruited from April 2022 to September 2023 at the Institute for Clinical and Experimental Medicine in Prague, Czech Republic. All participants underwent MRI examinations on a 3T MR scanner with a diffusion protocol, complemented by additional MRI techniques. Two volunteers and five patients were excluded from the study due to motion artefacts, severe hypoperfusion or the presence of lesions. Participants were selected by a neurologist based on clinical examination and a serological test for COVID-19 antibodies. They were then divided into three groups: a control group of healthy volunteers (n=28), an asymptomatic group (n=25) with a history of infection but no symptoms, and a symptomatic group (n=41) with a history of COVID-19 and neurological symptoms. Symptomatic patients did not exhibit neurological symptoms before contracting COVID-19. Diffusion data underwent eddy current and susceptibility distortion corrections, and fiber tracking was performed using default parameters in DSI studio. Subsequently, various diffusion metrics, were computed within the reconstructed tracts of the WB and CC. To assess the impact of COVID-19 and its associated symptoms on diffusion indices within the white matter of the WB and CC regions, while considering age, we employed a statistical analysis using a linear mixed-effects model within the R framework. Results Statistical analysis revealed a significant difference in mean diffusivity (MD) between the symptomatic and control groups in the forceps minor (P=0.001) and CC body (P=0.003). In addition to changes in diffusion, alterations in brain perfusion were observed in two post-COVID-19 patients who experienced a severe course. Furthermore, hyperintense lesions were identified in subcortical and deep white matter areas in the vast majority of symptomatic patients. Conclusions The main finding of our study was that post-COVID-19 patients exhibit increased MD in the forceps minor and body of the CC. This finding suggests a potential association between microstructural brain changes in post-COVID-19 patients and reported neurological symptoms, with significant implications for research and clinical applications.
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Affiliation(s)
- Ibrahim Ibrahim
- MR Unit, Department of Diagnostic and Interventional Radiology, Institute for Clinical and Experimental Medicine, Prague, Czech Republic
| | - Antonín Škoch
- MR Unit, Department of Diagnostic and Interventional Radiology, Institute for Clinical and Experimental Medicine, Prague, Czech Republic
| | - Monika Dezortová
- MR Unit, Department of Diagnostic and Interventional Radiology, Institute for Clinical and Experimental Medicine, Prague, Czech Republic
| | - Theodor Adla
- MR Unit, Department of Diagnostic and Interventional Radiology, Institute for Clinical and Experimental Medicine, Prague, Czech Republic
| | - Vlasta Flusserová
- Specialised Outpatient Care Division, Department of Neurology, Institute for Clinical and Experimental Medicine, Prague, Czech Republic
| | - Markéta Nagy
- MR Unit, Department of Diagnostic and Interventional Radiology, Institute for Clinical and Experimental Medicine, Prague, Czech Republic
| | - Irena Douchová
- MR Unit, Department of Diagnostic and Interventional Radiology, Institute for Clinical and Experimental Medicine, Prague, Czech Republic
| | - Martina Fialová
- Laboratory Methods Division, Institute for Clinical and Experimental Medicine, Prague, Czech Republic
| | - Vanda Filová
- Laboratory Methods Division, Institute for Clinical and Experimental Medicine, Prague, Czech Republic
| | - Dita Pajuelo
- MR Unit, Department of Diagnostic and Interventional Radiology, Institute for Clinical and Experimental Medicine, Prague, Czech Republic
| | - Markéta Ibrahimová
- Laboratory of Immunology, Thomayer University Hospital, Prague, Czech Republic
| | - Jaroslav Tintěra
- MR Unit, Department of Diagnostic and Interventional Radiology, Institute for Clinical and Experimental Medicine, Prague, Czech Republic
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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.
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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
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6
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Shi W, Jiang D, Rando H, Khanduja S, Lin Z, Hazel K, Pottanat G, Jones E, Xu C, Lin D, Yasar S, Cho SM, Lu H. Blood-brain barrier breakdown in COVID-19 ICU survivors: an MRI pilot study. NEUROIMMUNE PHARMACOLOGY AND THERAPEUTICS 2023; 2:333-338. [PMID: 38058998 PMCID: PMC10696574 DOI: 10.1515/nipt-2023-0018] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 09/26/2023] [Accepted: 11/07/2023] [Indexed: 12/08/2023]
Abstract
Objectives Coronavirus disease 2019 (COVID-19) results in severe inflammation at the acute stage. Chronic neuroinflammation and abnormal immunological response have been suggested to be the contributors to neuro-long-COVID, but direct evidence has been scarce. This study aims to determine the integrity of the blood-brain barrier (BBB) in COVID-19 intensive care unit (ICU) survivors using a novel MRI technique. Methods COVID-19 ICU survivors (n=7) and age and sex-matched control participants (n=17) were recruited from June 2021 to March 2023. None of the control participants were hospitalized due to COVID-19 infection. The COVID-19 ICU survivors were studied at 98.6 ± 14.9 days after their discharge from ICU. A non-invasive MRI technique was used to assess the BBB permeability to water molecules, in terms of permeability surface area-product (PS) in the units of mL/100 g/min. Results PS was significantly higher in COVID-19 ICU survivors (p=0.038) when compared to the controls, with values of 153.1 ± 20.9 mL/100 g/min and 132.5 ± 20.7 mL/100 g/min, respectively. In contrast, there were no significant differences in whole-brain cerebral blood flow (p=0.649) or brain volume (p=0.471) between the groups. Conclusions There is preliminary evidence of a chronic BBB breakdown in COVID-19 survivors who had a severe acute infection, suggesting a plausible contributor to neurological long-COVID symptoms.
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Affiliation(s)
- Wen Shi
- Department of Biomedical Engineering, Johns Hopkins University School of Medicine, Baltimore, MD, USA
- The Russell H. Morgan Department of Radiology & Radiological Science, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Dengrong Jiang
- The Russell H. Morgan Department of Radiology & Radiological Science, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Hannah Rando
- Department of Surgery, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Shivalika Khanduja
- Department of Surgery, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Zixuan Lin
- The Russell H. Morgan Department of Radiology & Radiological Science, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Kaisha Hazel
- The Russell H. Morgan Department of Radiology & Radiological Science, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - George Pottanat
- The Russell H. Morgan Department of Radiology & Radiological Science, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Ebony Jones
- The Russell H. Morgan Department of Radiology & Radiological Science, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Cuimei Xu
- The Russell H. Morgan Department of Radiology & Radiological Science, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Doris Lin
- The Russell H. Morgan Department of Radiology & Radiological Science, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Sevil Yasar
- Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Sung-Min Cho
- Department of Neurology, Neurosurgery, Surgery, Anesthesiology, and Critical Care Medicine, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Hanzhang Lu
- Department of Biomedical Engineering, Johns Hopkins University School of Medicine, Baltimore, MD, USA
- The Russell H. Morgan Department of Radiology & Radiological Science, Johns Hopkins University School of Medicine, Baltimore, MD, USA
- F. M. Kirby Research Center for Functional Brain Imaging, Kennedy Krieger Research Institute, Baltimore, MD, USA
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7
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Chang L, Ryan MC, Liang H, Zhang X, Cunningham E, Wang J, Wilson E, Herskovits EH, Kottilil S, Ernst TM. Changes in Brain Activation Patterns During Working Memory Tasks in People With Post-COVID Condition and Persistent Neuropsychiatric Symptoms. Neurology 2023; 100:e2409-e2423. [PMID: 37185175 PMCID: PMC10256123 DOI: 10.1212/wnl.0000000000207309] [Citation(s) in RCA: 17] [Impact Index Per Article: 8.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/21/2022] [Accepted: 03/03/2023] [Indexed: 05/17/2023] Open
Abstract
BACKGROUND AND OBJECTIVES Post-COVID condition (PCC) is common and often involves neuropsychiatric symptoms. This study aimed to use blood oxygenation level-dependent fMRI (BOLD-fMRI) to assess whether participants with PCC had abnormal brain activation during working memory (WM) and whether the abnormal brain activation could predict cognitive performance, motor function, or psychiatric symptoms. METHODS The participants with PCC had documented coronavirus disease 2019 (COVID-19) at least 6 weeks before enrollment. Healthy control participants had no prior history of COVID-19 and negative tests for severe acute respiratory syndrome coronavirus 2. Participants were assessed using 3 NIH Toolbox (NIHTB) batteries for Cognition (NIHTB-CB), Emotion (NIHTB-EB), and Motor function (NIHTB-MB) and selected tests from the Patient-Reported Outcomes Measurement Information System (PROMIS). Each had BOLD-fMRI at 3T, during WM (N-back) tasks with increasing attentional/WM load. RESULTS One hundred sixty-nine participants were screened; 50 fulfilled the study criteria and had complete and usable data sets for this cross-sectional cohort study. Twenty-nine participants with PCC were diagnosed with COVID-19 242 ± 156 days earlier; they had similar ages (42 ± 12 vs 41 ± 12 years), gender proportion (65% vs 57%), racial/ethnic distribution, handedness, education, and socioeconomic status, as the 21 uninfected healthy controls. Despite the high prevalence of memory (79%) and concentration (93%) complaints, the PCC group had similar performance on the NIHTB-CB as the controls. However, participants with PCC had greater brain activation than the controls across the network (false discovery rate-corrected p = 0.003, Tmax = 4.17), with greater activation in the right superior frontal gyrus (p = 0.009, Cohen d = 0.81, 95% CI 0.15-1.46) but lesser deactivation in the default mode regions (p = 0.001, d = 1.03, 95% CI 0.61-1.99). Compared with controls, participants with PCC also had poorer dexterity and endurance on the NIHTB-MB, higher T scores for negative affect and perceived stress, but lower T scores for psychological well-being on the NIHTB-EB, as well as more pain symptoms and poorer mental and physical health on measures from the PROMIS. Greater brain activation predicted poorer scores on measures that were abnormal on the NIHTB-EB. DISCUSSION Participants with PCC and neuropsychiatric symptoms demonstrated compensatory neural processes with greater usage of alternate brain regions, and reorganized networks, to maintain normal performance during WM tasks. BOLD-fMRI was sensitive for detecting brain abnormalities that correlated with various quantitative neuropsychiatric symptoms.
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Affiliation(s)
- Linda Chang
- From the Diagnostic Radiology and Nuclear Medicine (L.C., M.C.R., H.L., X.Z., E.C., J.W., E.H.H., T.M.E.), and Department of Neurology (L.C.), University of Maryland School of Medicine; Department of Neurology (L.C., T.M.E.), Johns Hopkins University School of Medicine, Baltimore; Program in Neuroscience (L.C., M.C.R.), Institute of Human Virology (L.C., E.W., S.K.), and Division of Infectious Disease (E.W., S.K.), Department of Medicine, University of Maryland School of Medicine, Baltimore.
| | - Meghann C Ryan
- From the Diagnostic Radiology and Nuclear Medicine (L.C., M.C.R., H.L., X.Z., E.C., J.W., E.H.H., T.M.E.), and Department of Neurology (L.C.), University of Maryland School of Medicine; Department of Neurology (L.C., T.M.E.), Johns Hopkins University School of Medicine, Baltimore; Program in Neuroscience (L.C., M.C.R.), Institute of Human Virology (L.C., E.W., S.K.), and Division of Infectious Disease (E.W., S.K.), Department of Medicine, University of Maryland School of Medicine, Baltimore
| | - Huajun Liang
- From the Diagnostic Radiology and Nuclear Medicine (L.C., M.C.R., H.L., X.Z., E.C., J.W., E.H.H., T.M.E.), and Department of Neurology (L.C.), University of Maryland School of Medicine; Department of Neurology (L.C., T.M.E.), Johns Hopkins University School of Medicine, Baltimore; Program in Neuroscience (L.C., M.C.R.), Institute of Human Virology (L.C., E.W., S.K.), and Division of Infectious Disease (E.W., S.K.), Department of Medicine, University of Maryland School of Medicine, Baltimore
| | - Xin Zhang
- From the Diagnostic Radiology and Nuclear Medicine (L.C., M.C.R., H.L., X.Z., E.C., J.W., E.H.H., T.M.E.), and Department of Neurology (L.C.), University of Maryland School of Medicine; Department of Neurology (L.C., T.M.E.), Johns Hopkins University School of Medicine, Baltimore; Program in Neuroscience (L.C., M.C.R.), Institute of Human Virology (L.C., E.W., S.K.), and Division of Infectious Disease (E.W., S.K.), Department of Medicine, University of Maryland School of Medicine, Baltimore
| | - Eric Cunningham
- From the Diagnostic Radiology and Nuclear Medicine (L.C., M.C.R., H.L., X.Z., E.C., J.W., E.H.H., T.M.E.), and Department of Neurology (L.C.), University of Maryland School of Medicine; Department of Neurology (L.C., T.M.E.), Johns Hopkins University School of Medicine, Baltimore; Program in Neuroscience (L.C., M.C.R.), Institute of Human Virology (L.C., E.W., S.K.), and Division of Infectious Disease (E.W., S.K.), Department of Medicine, University of Maryland School of Medicine, Baltimore
| | - Justin Wang
- From the Diagnostic Radiology and Nuclear Medicine (L.C., M.C.R., H.L., X.Z., E.C., J.W., E.H.H., T.M.E.), and Department of Neurology (L.C.), University of Maryland School of Medicine; Department of Neurology (L.C., T.M.E.), Johns Hopkins University School of Medicine, Baltimore; Program in Neuroscience (L.C., M.C.R.), Institute of Human Virology (L.C., E.W., S.K.), and Division of Infectious Disease (E.W., S.K.), Department of Medicine, University of Maryland School of Medicine, Baltimore
| | - Eleanor Wilson
- From the Diagnostic Radiology and Nuclear Medicine (L.C., M.C.R., H.L., X.Z., E.C., J.W., E.H.H., T.M.E.), and Department of Neurology (L.C.), University of Maryland School of Medicine; Department of Neurology (L.C., T.M.E.), Johns Hopkins University School of Medicine, Baltimore; Program in Neuroscience (L.C., M.C.R.), Institute of Human Virology (L.C., E.W., S.K.), and Division of Infectious Disease (E.W., S.K.), Department of Medicine, University of Maryland School of Medicine, Baltimore
| | - Edward H Herskovits
- From the Diagnostic Radiology and Nuclear Medicine (L.C., M.C.R., H.L., X.Z., E.C., J.W., E.H.H., T.M.E.), and Department of Neurology (L.C.), University of Maryland School of Medicine; Department of Neurology (L.C., T.M.E.), Johns Hopkins University School of Medicine, Baltimore; Program in Neuroscience (L.C., M.C.R.), Institute of Human Virology (L.C., E.W., S.K.), and Division of Infectious Disease (E.W., S.K.), Department of Medicine, University of Maryland School of Medicine, Baltimore
| | - Shyamasundaran Kottilil
- From the Diagnostic Radiology and Nuclear Medicine (L.C., M.C.R., H.L., X.Z., E.C., J.W., E.H.H., T.M.E.), and Department of Neurology (L.C.), University of Maryland School of Medicine; Department of Neurology (L.C., T.M.E.), Johns Hopkins University School of Medicine, Baltimore; Program in Neuroscience (L.C., M.C.R.), Institute of Human Virology (L.C., E.W., S.K.), and Division of Infectious Disease (E.W., S.K.), Department of Medicine, University of Maryland School of Medicine, Baltimore
| | - Thomas M Ernst
- From the Diagnostic Radiology and Nuclear Medicine (L.C., M.C.R., H.L., X.Z., E.C., J.W., E.H.H., T.M.E.), and Department of Neurology (L.C.), University of Maryland School of Medicine; Department of Neurology (L.C., T.M.E.), Johns Hopkins University School of Medicine, Baltimore; Program in Neuroscience (L.C., M.C.R.), Institute of Human Virology (L.C., E.W., S.K.), and Division of Infectious Disease (E.W., S.K.), Department of Medicine, University of Maryland School of Medicine, Baltimore
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