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Damiano RF, Rocca CCDA, Serafim ADP, Loftis JM, Talib LL, Pan PM, Cunha-Neto E, Kalil J, de Castro GS, Seelaender M, Guedes BF, Nagahashi Marie SK, de Souza HP, Nitrini R, Miguel EC, Busatto G, Forlenza OV. Cognitive impairment in long-COVID and its association with persistent dysregulation in inflammatory markers. Front Immunol 2023; 14:1174020. [PMID: 37287969 PMCID: PMC10242059 DOI: 10.3389/fimmu.2023.1174020] [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: 02/25/2023] [Accepted: 05/10/2023] [Indexed: 06/09/2023] Open
Abstract
Objective To analyze the potential impact of sociodemographic, clinical and biological factors on the long-term cognitive outcome of patients who survived moderate and severe forms of COVID-19. Methods We assessed 710 adult participants (Mean age = 55 ± 14; 48.3% were female) 6 to 11 months after hospital discharge with a complete cognitive battery, as well as a psychiatric, clinical and laboratory evaluation. A large set of inferential statistical methods was used to predict potential variables associated with any long-term cognitive impairment, with a focus on a panel of 28 cytokines and other blood inflammatory and disease severity markers. Results Concerning the subjective assessment of cognitive performance, 36.1% reported a slightly poorer overall cognitive performance, and 14.6% reported being severely impacted, compared to their pre-COVID-19 status. Multivariate analysis found sex, age, ethnicity, education, comorbidity, frailty and physical activity associated with general cognition. A bivariate analysis found that G-CSF, IFN-alfa2, IL13, IL15, IL1.RA, EL1.alfa, IL45, IL5, IL6, IL7, TNF-Beta, VEGF, Follow-up C-Reactive Protein, and Follow-up D-Dimer were significantly (p<.05) associated with general cognition. However, a LASSO regression that included all follow-up variables, inflammatory markers and cytokines did not support these findings. Conclusion Though we identified several sociodemographic characteristics that might protect against cognitive impairment following SARS-CoV-2 infection, our data do not support a prominent role for clinical status (both during acute and long-stage of COVID-19) or inflammatory background (also during acute and long-stage of COVID-19) to explain the cognitive deficits that can follow COVID-19 infection.
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Affiliation(s)
- Rodolfo Furlan Damiano
- Departamento e Instituto de Psiquiatria, Hospital das Clínicas da Faculdade de Medicina da Universidade de São Paulo (HCFMUSP), São Paulo, SP, Brazil
| | - Cristiana Castanho de Almeida Rocca
- Departamento e Instituto de Psiquiatria, Hospital das Clínicas da Faculdade de Medicina da Universidade de São Paulo (HCFMUSP), São Paulo, SP, Brazil
| | | | - Jennifer M. Loftis
- Research & Development Service, VA Portland Health Care System, Portland, OR, United States
- Departments of Psychiatry and Behavioral Neuroscience, Oregon Health and Science University, Portland, OR, United States
| | - Leda Leme Talib
- Departamento e Instituto de Psiquiatria, Hospital das Clínicas da Faculdade de Medicina da Universidade de São Paulo (HCFMUSP), São Paulo, SP, Brazil
| | - Pedro Mário Pan
- Departamento de Psiquiatria, Universidade Federal de São Paulo, São Paulo, SP, Brazil
| | - Edecio Cunha-Neto
- Departamento de Cínica Médica, Universidade de São Paulo FMUSP, São Paulo, SP, Brazil
- Institute for Investigation in Immunology/National Institutes for Science and Technology (iii/INCT), São Paulo, Brazil
| | - Jorge Kalil
- Departamento de Cínica Médica, Universidade de São Paulo FMUSP, São Paulo, SP, Brazil
- Institute for Investigation in Immunology/National Institutes for Science and Technology (iii/INCT), São Paulo, Brazil
| | - Gabriela Salim de Castro
- Cancer Metabolism Research Group, Department of Surgery and LIM 26, Hospital das Clínicas, University of São Paulo, São Paulo, SP, Brazil
| | - Marilia Seelaender
- Cancer Metabolism Research Group, Department of Surgery and LIM 26, Hospital das Clínicas, University of São Paulo, São Paulo, SP, Brazil
| | - Bruno F. Guedes
- Departamento de Neurologia, Universidade de São Paulo FMUSP, São Paulo, Brazil
| | | | | | - Ricardo Nitrini
- Departamento de Neurologia, Universidade de São Paulo FMUSP, São Paulo, Brazil
| | - Euripedes Constantino Miguel
- Departamento e Instituto de Psiquiatria, Hospital das Clínicas da Faculdade de Medicina da Universidade de São Paulo (HCFMUSP), São Paulo, SP, Brazil
| | - Geraldo Busatto
- Departamento e Instituto de Psiquiatria, Hospital das Clínicas da Faculdade de Medicina da Universidade de São Paulo (HCFMUSP), São Paulo, SP, Brazil
| | - Orestes V. Forlenza
- Departamento e Instituto de Psiquiatria, Hospital das Clínicas da Faculdade de Medicina da Universidade de São Paulo (HCFMUSP), São Paulo, SP, Brazil
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Ihle A, Gouveia ÉR, Gouveia BR, Orsholits D, Oris M, Kliegel M. Solving the Puzzle of Cognitive Reserve Effects on Cognitive Decline: The Importance of Considering Functional Impairment. Dement Geriatr Cogn Disord 2021; 49:349-354. [PMID: 33254175 DOI: 10.1159/000511768] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/19/2020] [Accepted: 09/18/2020] [Indexed: 11/19/2022] Open
Abstract
AIMS We investigated whether the longitudinal relation between cognitive reserve accumulated across the lifespan and rate of cognitive decline over 6 years differed by the individual's degree of functional impairment. METHODS We analyzed longitudinal data from 897 older adults (M = 74.33 years) tested on the Trail Making Test (TMT) in 2 waves 6 years apart. RESULTS There was a significant interaction of functional impairment with cognitive reserve on latent change in cognitive functioning. Specifically, with no functional impairment in the first wave of assessment, greater cognitive reserve accumulated across the lifespan significantly predicted a reduced cognitive decline over 6 years (i.e., smaller increase in TMT completion time). In contrast, with certain functional impairment (in at least some activities) in the first wave, greater cognitive reserve build-up predicted a steeper cognitive decline (i.e., larger increase in TMT completion time). CONCLUSION Individuals with greater cognitive reserve accumulated across the lifespan show a reduced cognitive decline if they still have relatively little functional impairment, while they will show a steeper decline (compared to individuals with less cognitive reserve) as soon as functional impairment becomes substantial.
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Affiliation(s)
- Andreas Ihle
- Cognitive Aging Lab, Department of Psychology, University of Geneva, Geneva, Switzerland, .,Center for the Interdisciplinary Study of Gerontology and Vulnerability, University of Geneva, Geneva, Switzerland, .,Swiss National Centre of Competence in Research LIVES - Overcoming Vulnerability: Life course perspectives, Lausanne and Geneva, Switzerland,
| | - Élvio R Gouveia
- Center for the Interdisciplinary Study of Gerontology and Vulnerability, University of Geneva, Geneva, Switzerland.,Department of Physical Education and Sport, University of Madeira, Funchal, Portugal.,LARSyS, Interactive Technologies Institute, Funchal, Portugal
| | - Bruna R Gouveia
- Center for the Interdisciplinary Study of Gerontology and Vulnerability, University of Geneva, Geneva, Switzerland.,LARSyS, Interactive Technologies Institute, Funchal, Portugal.,Health Administration Institute, Secretary of Health of the Autonomous Region of Madeira, Funchal, Portugal.,Saint Joseph of Cluny Higher School of Nursing, Funchal, Portugal
| | - Dan Orsholits
- Center for the Interdisciplinary Study of Gerontology and Vulnerability, University of Geneva, Geneva, Switzerland.,Swiss National Centre of Competence in Research LIVES - Overcoming Vulnerability: Life course perspectives, Lausanne and Geneva, Switzerland
| | - Michel Oris
- Center for the Interdisciplinary Study of Gerontology and Vulnerability, University of Geneva, Geneva, Switzerland.,Swiss National Centre of Competence in Research LIVES - Overcoming Vulnerability: Life course perspectives, Lausanne and Geneva, Switzerland
| | - Matthias Kliegel
- Cognitive Aging Lab, Department of Psychology, University of Geneva, Geneva, Switzerland.,Center for the Interdisciplinary Study of Gerontology and Vulnerability, University of Geneva, Geneva, Switzerland.,Swiss National Centre of Competence in Research LIVES - Overcoming Vulnerability: Life course perspectives, Lausanne and Geneva, Switzerland
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Ihle A, Gouveia ÉR, Gouveia BR, Haas M, Zuber S, Orsholits D, Cheval B, Sieber S, Cullati S, Kliegel M. Cognitive Reserve Mitigates Decline in Executive Functioning Following Hepatobiliary Diseases. SWISS JOURNAL OF PSYCHOLOGY 2020. [DOI: 10.1024/1421-0185/a000237] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/19/2022]
Abstract
Abstract. The cognitive reserve hypothesis postulates that lifelong cognitive stimulation establishes a buffer that is instrumental in maintaining cognitive health. To examine this conceptual proposition in detail, we applied a novel, more general conceptual view that included recent models of vulnerability and examined whether the longitudinal association between hepatobiliary diseases and later decline in executive functioning across 6 years varied by cognitive reserve. For this purpose, we investigated longitudinal data from 897 older individuals ( M = 74.33 years) tested using the Trail Making Test (TMT) in two waves 6 years apart. Individuals reported information on key commonly used indicators of lifelong cognitive reserve build-up (i.e., education, work, and participation in leisure activity) and hepatobiliary diseases. The results revealed a significant interaction of hepatobiliary diseases with participation in leisure activity on latent change in executive functioning. Specifically, only in individuals with little (but not greater) participation in leisure activity did hepatobiliary diseases significantly predict a steeper decline in executive functioning over 6 years (i.e., increases in TMT finishing time). In conclusion, the unfavorable aftereffects of hepatobiliary diseases on a later decline in executive functioning seem to be mitigated in individuals who have built up greater cognitive reserve via participation in leisure activity during their life.
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Affiliation(s)
- Andreas Ihle
- Cognitive Aging Lab, Department of Psychology, University of Geneva, Geneva, Switzerland
- Center for the Interdisciplinary Study of Gerontology and Vulnerability, University of Geneva, Geneva, Switzerland
- Swiss National Centre of Competence in Research LIVES – Overcoming Vulnerability: Life Course Perspectives, Lausanne and Geneva, Switzerland
| | - Élvio R. Gouveia
- Center for the Interdisciplinary Study of Gerontology and Vulnerability, University of Geneva, Geneva, Switzerland
- Department of Physical Education and Sport, University of Madeira, Funchal, Portugal
- LARSyS, Interactive Technologies Institute, Funchal, Portugal
| | - Bruna R. Gouveia
- Center for the Interdisciplinary Study of Gerontology and Vulnerability, University of Geneva, Geneva, Switzerland
- LARSyS, Interactive Technologies Institute, Funchal, Portugal
- Health Administration Institute, Secretary of Health of the Autonomous Region of Madeira, Funchal, Portugal
- Saint Joseph of Cluny Higher School of Nursing, Funchal, Portugal
| | - Maximilian Haas
- Cognitive Aging Lab, Department of Psychology, University of Geneva, Geneva, Switzerland
- Center for the Interdisciplinary Study of Gerontology and Vulnerability, University of Geneva, Geneva, Switzerland
| | - Sascha Zuber
- Cognitive Aging Lab, Department of Psychology, University of Geneva, Geneva, Switzerland
- Center for the Interdisciplinary Study of Gerontology and Vulnerability, University of Geneva, Geneva, Switzerland
- Swiss National Centre of Competence in Research LIVES – Overcoming Vulnerability: Life Course Perspectives, Lausanne and Geneva, Switzerland
| | - Dan Orsholits
- Center for the Interdisciplinary Study of Gerontology and Vulnerability, University of Geneva, Geneva, Switzerland
- Swiss National Centre of Competence in Research LIVES – Overcoming Vulnerability: Life Course Perspectives, Lausanne and Geneva, Switzerland
| | - Boris Cheval
- Swiss Center for Affective Sciences, University of Geneva, Geneva, Switzerland
- Laboratory for the Study of Emotion Elicitation and Expression (E3Lab), Department of Psychology, University of Geneva, Geneva, Switzerland
| | - Stefan Sieber
- Swiss National Centre of Competence in Research LIVES – Overcoming Vulnerability: Life Course Perspectives, Lausanne and Geneva, Switzerland
- Institute of Demography and Socioeconomics, University of Geneva, Geneva, Switzerland
| | - Stéphane Cullati
- Population Health Laboratory, Department of Community Health, University of Fribourg, Fribourg, Switzerland
- Quality of Care Service, Department of Readaptation and Geriatrics, University of Geneva, Geneva, Switzerland
| | - Matthias Kliegel
- Cognitive Aging Lab, Department of Psychology, University of Geneva, Geneva, Switzerland
- Center for the Interdisciplinary Study of Gerontology and Vulnerability, University of Geneva, Geneva, Switzerland
- Swiss National Centre of Competence in Research LIVES – Overcoming Vulnerability: Life Course Perspectives, Lausanne and Geneva, Switzerland
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