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Klinkhammer S, Duits AA, Deckers K, Horn J, Slooter AJC, Verwijk E, van Heugten CM, Visser-Meily JMA. A Biopsychosocial Approach to Persistent Post-COVID-19 Fatigue and Cognitive Complaints: Results of the Prospective Multicenter NeNeSCo Study. Arch Phys Med Rehabil 2024; 105:826-834. [PMID: 38228250 DOI: 10.1016/j.apmr.2023.12.014] [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: 07/19/2023] [Revised: 12/21/2023] [Accepted: 12/28/2023] [Indexed: 01/18/2024]
Abstract
OBJECTIVE To evaluate whether psychological and social factors complement biomedical factors in understanding post-COVID-19 fatigue and cognitive complaints. Additionally, to incorporate objective (neuro-cognitive) and subjective (patient-reported) variables in identifying factors related to post-COVID-19 fatigue and cognitive complaints. DESIGN Prospective, multicenter cohort study. SETTING Six Dutch hospitals. PARTICIPANTS 205 initially hospitalized (March-June 2020), confirmed patients with SARS-CoV-2, aged ≥18 years, physically able to visit the hospital, without prior cognitive deficit, magnetic resonance imaging (MRI) contraindication, or severe neurologic damage post-hospital discharge (N=205). INTERVENTIONS Not applicable. MAIN OUTCOME MEASURES Nine months post-hospital discharge, a 3T MRI scan and cognitive testing were performed and patients completed questionnaires. Medical data were retrieved from medical dossiers. Hierarchical regression analyses were performed on fatigue severity (Fatigue Severity Scale; FSS) and cognitive complaints (Cognitive Consequences after Intensive Care Admission; CLC-IC; dichotomized into CLC-high/low). Variable blocks: (1) Demographic and premorbid factors (sex, age, education, comorbidities), (2) Illness severity (ICU/general ward, PROMIS physical functioning [PROMIS-PF]), (3) Neuro-cognitive factors (self-reported neurological symptoms, MRI abnormalities, cognitive performance), (4) Psychological and social factors (Hospital Anxiety and Depression Scale [HADS], Utrecht Coping List, Social Support List), and (5) Fatigue or cognitive complaints. RESULTS The final models explained 60% (FSS) and 48% (CLC-IC) variance, with most blocks (except neuro-cognitive factors for FSS) significantly contributing. Psychological and social factors accounted for 5% (FSS) and 11% (CLC-IC) unique variance. Higher FSS scores were associated with younger age (P=.01), lower PROMIS-PF (P<.001), higher HADS-Depression (P=.03), and CLC-high (P=.04). Greater odds of CLC-high were observed in individuals perceiving more social support (OR=1.07, P<.05). CONCLUSIONS Results show that psychological and social factors add to biomedical factors in explaining persistent post-COVID-19 fatigue and cognitive complaints. Objective neuro-cognitive factors were not associated with symptoms. Findings highlight the importance of multidomain treatment, including psychosocial care, which may not target biologically-rooted symptoms directly but may reduce associated distress.
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Affiliation(s)
- Simona Klinkhammer
- School for Mental Health and Neuroscience, Faculty of Health, Medicine and Life Sciences, Department of Psychiatry and Neuropsychology, Maastricht University, Maastricht, the Netherlands; Limburg Brain Injury Center, Maastricht University, Maastricht, the Netherlands
| | - Annelien A Duits
- School for Mental Health and Neuroscience, Faculty of Health, Medicine and Life Sciences, Department of Psychiatry and Neuropsychology, Maastricht University, Maastricht, the Netherlands; Department of Medical Psychology, Maastricht University Medical Center, Maastricht, the Netherlands; Department of Medical Psychology, Radboud University Medical Center, Nijmegen, the Netherlands
| | - Kay Deckers
- School for Mental Health and Neuroscience, Faculty of Health, Medicine and Life Sciences, Department of Psychiatry and Neuropsychology, Maastricht University, Maastricht, the Netherlands
| | - Janneke Horn
- Department of Intensive Care, Amsterdam University Medical Center, University of Amsterdam, Amsterdam, the Netherlands; Amsterdam Neuroscience, Amsterdam University Medical Center, University of Amsterdam, Amsterdam, the Netherlands
| | - Arjen J C Slooter
- UMC Utrecht Brain Center, University Medical Center Utrecht, Utrecht, the Netherlands; Department of Intensive Care Medicine, University Medical Center Utrecht, Utrecht University, Utrecht, the Netherlands; Department of Neurology, UZ Brussel and Vrije Universiteit Brussel, Brussels Health Campus, Jette, Belgium
| | - Esmée Verwijk
- Amsterdam Neuroscience, Amsterdam University Medical Center, University of Amsterdam, Amsterdam, the Netherlands; Department of Medical Psychology, Amsterdam University Medical Center, Amsterdam, the Netherlands; Department of Psychology, Brain and Cognition, University of Amsterdam, Amsterdam, the Netherlands
| | - Caroline M van Heugten
- School for Mental Health and Neuroscience, Faculty of Health, Medicine and Life Sciences, Department of Psychiatry and Neuropsychology, Maastricht University, Maastricht, the Netherlands; Limburg Brain Injury Center, Maastricht University, Maastricht, the Netherlands; Department of Neuropsychology and Psychopharmacology, Faculty of Psychology and Neuroscience, Maastricht University, Maastricht, the Netherlands.
| | - Johanna M A Visser-Meily
- Department of Rehabilitation, Physical Therapy Science & Sports, University Medical Center Utrecht, Utrecht, the Netherlands; Center of Excellence for Rehabilitation Medicine and De Hoogstraat Rehabilitation, University Medical Center Utrecht, Utrecht, the Netherlands
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Klinkhammer S, Duits AA, Horn J, Slooter AJC, Verwijk E, Van Santen S, Visser-Meily JMA, Van Heugten C. Prevalence and trajectories of neuropsychological post-COVID-19 symptoms in initially hospitalized patients. J Rehabil Med 2024; 56:jrm25315. [PMID: 38470168 PMCID: PMC10949081 DOI: 10.2340/jrm.v56.25315] [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: 11/07/2023] [Accepted: 01/30/2024] [Indexed: 03/13/2024] Open
Abstract
OBJECTIVE To investigate the prevalence and trajectories of post-COVID-19 neuropsychological symptoms. DESIGN Prospective longitudinal multicentre cohort study. SUBJECTS A total of 205 patients initially hospitalized with SARS-CoV-2 (COVID-19). METHODS Validated questionnaires were administered at 9 months (T1) and 15 months (T2) post-hospital discharge to assess fatigue, cognitive complaints, insomnia, anxiety, depression, and post-traumatic stress symptoms. RESULTS Analyses included 184 out of 205 patients. Approximately 50% experienced high cognitive complaints at T1 and T2, while severe fatigue affected 52.5% at T1 and 55.6% at T2. Clinically relevant insomnia scores were observed in 25% of patients at both time-points. Clinically relevant anxiety scores were present in 18.3% at T1 and 16.7% at T2, depression in 15.0% at T1 and 18.9% at T2, and PTSD in 12.4% at T1 and 11.8% at T2. Most symptoms remained stable, with 59.2% of patients experiencing at least 1 persistent symptom. In addition, 31.5% of patients developed delayed-onset symptoms. CONCLUSION Post-COVID-19 cognitive complaints and fatigue are highly prevalent and often persist. A subgroup develops delayed symptoms. Emotional distress is limited. Screening can help identify most patients experiencing long-term problems. Future research should determine risk factors for persistent and delayed onset symptoms.
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Affiliation(s)
- Simona Klinkhammer
- School for Mental Health and Neuroscience, Faculty of Health, Medicine and Life Sciences, Department of Psychiatry and Neuropsychology, Maastricht University, Maastricht, the Netherlands; Limburg Brain Injury Center, Maastricht University, Maastricht, the Netherlands
| | - Annelien A Duits
- School for Mental Health and Neuroscience, Faculty of Health, Medicine and Life Sciences, Department of Psychiatry and Neuropsychology, Maastricht University, Maastricht, the Netherlands; Department of Medical Psychology, Maastricht University Medical Center, Maastricht, the Netherlands; Department of Medical Psychology, Radboud University Medical Center, Nijmegen, the Netherlands
| | - Janneke Horn
- Department of Intensive Care, Amsterdam University Medical Center, University of Amsterdam, Amsterdam, the Netherlands; Amsterdam Neuroscience, Amsterdam University Medical Center, University of Amsterdam, Amsterdam, the Netherlands
| | - Arjen J C Slooter
- UMC Utrecht Brain Center, University Medical Center Utrecht, Utrecht, the Netherlands; Department of Intensive Care Medicine, University Medical Center Utrecht, Utrecht University, Utrecht, the Netherlands; Department of Neurology, UZ Brussel and Vrije Universiteit Brussel, Brussels Health Campus, Jette, Belgium
| | - Esmée Verwijk
- Amsterdam Neuroscience, Amsterdam University Medical Center, University of Amsterdam, Amsterdam, the Netherlands; Department of Medical Psychology, Amsterdam University Medical Center, Amsterdam, the Netherlands; Department of Psychology, Brain and Cognition, University of Amsterdam, Amsterdam, the Netherlands
| | - Susanne Van Santen
- Department of Intensive Care Medicine, Maastricht University Medical Center, Maastricht, the Netherlands
| | - Johanna M A Visser-Meily
- Department of Rehabilitation, Physical Therapy Science & Sports, University Medical Center Utrecht, Utrecht, the Netherlands; Center of Excellence for Rehabilitation Medicine and De Hoogstraat Rehabilitation, University Medical Center Utrecht, Utrecht, the Netherlands
| | - Caroline Van Heugten
- School for Mental Health and Neuroscience, Faculty of Health, Medicine and Life Sciences, Department of Psychiatry and Neuropsychology, Maastricht University, Maastricht, the Netherlands; Limburg Brain Injury Center, Maastricht University, Maastricht, the Netherlands; Department of Neuropsychology and Psychopharmacology, Faculty of Psychology and Neuroscience, Maastricht University, Maastricht, the Netherlands.
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Ramos-Usuga D, Jimenez-Marin A, Cabrera-Zubizarreta A, Benito-Sanchez I, Rivera D, Martínez-Gutiérrez E, Panera E, Boado V, Labayen F, Cortes JM, Arango-Lasprilla JC. Cognitive and brain connectivity trajectories in critically ill COVID-19 patients. NeuroRehabilitation 2024; 54:359-371. [PMID: 38393927 DOI: 10.3233/nre-230216] [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: 02/25/2024]
Abstract
BACKGROUND Multiple Organ failure (MOF) is one of the main causes of admission to the Intensive Care Unit (ICU) of patients infected with COVID-19 and can cause short- and long-term neurological deficits. OBJECTIVE To compare the cognitive functioning and functional brain connectivity at 6-12 months after discharge in two groups of individuals with MOF, one due to COVID-19 and the other due to another cause (MOF-group), with a group of Healthy Controls (HC). METHODS Thirty-six participants, 12 from each group, underwent a neuropsychological and neuroimaging assessment at both time-points. Functional connectivity of the resting state networks was compared between COVID-19 and HC while controlling for the effect of MOF. The association between functional connectivity and neuropsychological performance was also investigated. RESULTS Compared to the HC, COVID-19 group demonstrated hypoconnectivity between the Default Mode Network and Salience Network. This pattern was associated with worse performance on tests of attention and information processing speed, at both time-points. CONCLUSION The study of the association between cognitive function and brain functional connectivity in COVID-19 allows the understanding of the short- and long-term neurological alterations of this disease and promotes the development of intervention programs to improve the quality of life for this understudied population.
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Affiliation(s)
- Daniela Ramos-Usuga
- Biobizkaia Health Research Institute, Barakaldo, Spain
- Biomedical Research Doctorate Program, University of the Basque Country (UPV/EHU), Leioa, Spain
| | - Antonio Jimenez-Marin
- Biobizkaia Health Research Institute, Barakaldo, Spain
- Biomedical Research Doctorate Program, University of the Basque Country (UPV/EHU), Leioa, Spain
| | | | - Itziar Benito-Sanchez
- Biomedical Research Doctorate Program, University of the Basque Country (UPV/EHU), Leioa, Spain
| | - Diego Rivera
- Department of Health Sciences, Public University of Navarre, Pamplona, Spain
- Instituto de Investigación Sanitaria de Navarra (IdiSNA), Pamplona, Spain
| | - Endika Martínez-Gutiérrez
- Biobizkaia Health Research Institute, Barakaldo, Spain
- Dipartamento Interateneo di Fisica, National Institute for Nuclear Physics - Bari, Bari, Italy
| | - Elena Panera
- Intensive Care Unit, Cruces University Hospital, Barakaldo, Spain
| | - Victoria Boado
- Intensive Care Unit, Cruces University Hospital, Barakaldo, Spain
| | - Fermín Labayen
- Intensive Care Unit, Cruces University Hospital, Barakaldo, Spain
| | - Jesus M Cortes
- Biobizkaia Health Research Institute, Barakaldo, Spain
- IKERBASQUE, The Basque Foundation for Science, Bilbao, Spain
- Department of Cell Biology and Histology, University of the Basque Country (UPV/EHU), Leioa, Spain
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van Houwelingen F, van Dellen E, Visser-Meily JMA, Valkenet K, Heijnen GH, Vernooij LM, Kerckhoffs MC, Slooter AJC. Mental, cognitive and physical outcomes after intensive care unit treatment during the COVID-19 pandemic: a comparison between COVID-19 and non-COVID-19 patients. Sci Rep 2023; 13:14414. [PMID: 37660228 PMCID: PMC10475104 DOI: 10.1038/s41598-023-41667-4] [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: 02/17/2023] [Accepted: 08/29/2023] [Indexed: 09/04/2023] Open
Abstract
To compare mental, cognitive and physical outcomes between COVID-19 and non-COVID-19 patients, 3-6 months after Intensive Care Unit (ICU) treatment during the COVID-19 pandemic and to compare mental outcomes between relatives of these patients. This retrospective cohort study included 209 ICU survivors (141 COVID-19 patients and 68 non-COVID-19 patients) and 168 of their relatives (maximum one per patient) during the COVID-19 pandemic. Primary outcomes were self-reported occurrence of mental, cognitive and/or physical symptoms 3-6 months after ICU discharge. The occurrence of mental symptoms did not differ between former COVID-19 patients (34.7% [43/124]) and non-COVID-19 patients (43.5% [27/62]) (p = 0.309), neither between relatives of COVID-19 patients (37.6% [38/101]) and relatives of non-COVID-19 patients (39.6% [21/53]) (p = 0.946). Depression scores on the Hospital Anxiety and Depression Scale were lower in former COVID-19 patients, compared to non-COVID-19 patients (p = 0.025). We found no differences between COVID-19 and non-COVID-19 patients in cognitive and physical outcomes. Mental, cognitive and physical outcomes in COVID-19 ICU survivors were similar to non-COVID-19 ICU survivors. Mental symptoms in relatives of COVID-19 ICU survivors did not differ from relatives of non-COVID-19 ICU survivors, within the same time frame.
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Affiliation(s)
- Fedor van Houwelingen
- Department of Psychiatry, UMC Utrecht Brain Center, University Medical Center Utrecht, Utrecht University, Heidelberglaan 100, 3584 CX, Utrecht, The Netherlands.
| | - Edwin van Dellen
- Department of Psychiatry, UMC Utrecht Brain Center, University Medical Center Utrecht, Utrecht University, Heidelberglaan 100, 3584 CX, Utrecht, The Netherlands
- Department of Intensive Care Medicine, UMC Utrecht Brain Center, University Medical Center Utrecht, Utrecht University, 3584 CX, Utrecht, The Netherlands
| | - J M Anne Visser-Meily
- Department of Rehabilitation, Physiotherapy Science and Sports, UMC Utrecht Brain Center, University Medical Center Utrecht, Utrecht University, 3584 CX, Utrecht, The Netherlands
| | - Karin Valkenet
- Department of Rehabilitation, Physiotherapy Science and Sports, UMC Utrecht Brain Center, University Medical Center Utrecht, Utrecht University, 3584 CX, Utrecht, The Netherlands
| | - Germijn H Heijnen
- Department of Rehabilitation, Physiotherapy Science and Sports, UMC Utrecht Brain Center, University Medical Center Utrecht, Utrecht University, 3584 CX, Utrecht, The Netherlands
| | - Lisette M Vernooij
- Department of Intensive Care Medicine, UMC Utrecht Brain Center, University Medical Center Utrecht, Utrecht University, 3584 CX, Utrecht, The Netherlands
| | - Monika C Kerckhoffs
- Department of Intensive Care Medicine, UMC Utrecht Brain Center, University Medical Center Utrecht, Utrecht University, 3584 CX, Utrecht, The Netherlands
| | - Arjen J C Slooter
- Department of Psychiatry, UMC Utrecht Brain Center, University Medical Center Utrecht, Utrecht University, Heidelberglaan 100, 3584 CX, Utrecht, The Netherlands
- Department of Intensive Care Medicine, UMC Utrecht Brain Center, University Medical Center Utrecht, Utrecht University, 3584 CX, Utrecht, The Netherlands
- Department of Neurology, UZ Brussel and Vrije Universiteit Brussel, Brussels, Belgium
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