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Kaczmarek‐Majer K, Dominiak M, Antosik AZ, Hryniewicz O, Kamińska O, Opara K, Owsiński J, Radziszewska W, Sochacka M, Święcicki Ł. Acoustic features from speech as markers of depressive and manic symptoms in bipolar disorder: A prospective study. Acta Psychiatr Scand 2025; 151:358-374. [PMID: 39118422 PMCID: PMC11787917 DOI: 10.1111/acps.13735] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/15/2024] [Revised: 06/14/2024] [Accepted: 07/06/2024] [Indexed: 08/10/2024]
Abstract
INTRODUCTION Voice features could be a sensitive marker of affective state in bipolar disorder (BD). Smartphone apps offer an excellent opportunity to collect voice data in the natural setting and become a useful tool in phase prediction in BD. AIMS OF THE STUDY We investigate the relations between the symptoms of BD, evaluated by psychiatrists, and patients' voice characteristics. A smartphone app extracted acoustic parameters from the daily phone calls of n = 51 patients. We show how the prosodic, spectral, and voice quality features correlate with clinically assessed affective states and explore their usefulness in predicting the BD phase. METHODS A smartphone app (BDmon) was developed to collect the voice signal and extract its physical features. BD patients used the application on average for 208 days. Psychiatrists assessed the severity of BD symptoms using the Hamilton depression rating scale -17 and the Young Mania rating scale. We analyze the relations between acoustic features of speech and patients' mental states using linear generalized mixed-effect models. RESULTS The prosodic, spectral, and voice quality parameters, are valid markers in assessing the severity of manic and depressive symptoms. The accuracy of the predictive generalized mixed-effect model is 70.9%-71.4%. Significant differences in the effect sizes and directions are observed between female and male subgroups. The greater the severity of mania in males, the louder (β = 1.6) and higher the tone of voice (β = 0.71), more clearly (β = 1.35), and more sharply they speak (β = 0.95), and their conversations are longer (β = 1.64). For females, the observations are either exactly the opposite-the greater the severity of mania, the quieter (β = -0.27) and lower the tone of voice (β = -0.21) and less clearly (β = -0.25) they speak - or no correlations are found (length of speech). On the other hand, the greater the severity of bipolar depression in males, the quieter (β = -1.07) and less clearly they speak (β = -1.00). In females, no distinct correlations between the severity of depressive symptoms and the change in voice parameters are found. CONCLUSIONS Speech analysis provides physiological markers of affective symptoms in BD and acoustic features extracted from speech are effective in predicting BD phases. This could personalize monitoring and care for BD patients, helping to decide whether a specialist should be consulted.
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Affiliation(s)
| | - Monika Dominiak
- Department of Pharmacology and Physiology of the Nervous SystemInstitute of Psychiatry and NeurologyWarsawPoland
- Section of Biological PsychiatryPolish Psychiatric AssociationWarsawPoland
| | - Anna Z. Antosik
- Section of Biological PsychiatryPolish Psychiatric AssociationWarsawPoland
- Department of Psychiatry, Faculty of MedicineCollegium Medicum, Cardinal Wyszynski University in WarsawWarsawPoland
| | - Olgierd Hryniewicz
- Department of Stochastic MethodsSystems Research Institute Polish Academy of SciencesWarsawPoland
| | - Olga Kamińska
- Department of Stochastic MethodsSystems Research Institute Polish Academy of SciencesWarsawPoland
| | - Karol Opara
- Department of Stochastic MethodsSystems Research Institute Polish Academy of SciencesWarsawPoland
| | - Jan Owsiński
- Department of Stochastic MethodsSystems Research Institute Polish Academy of SciencesWarsawPoland
| | - Weronika Radziszewska
- Department of Stochastic MethodsSystems Research Institute Polish Academy of SciencesWarsawPoland
| | | | - Łukasz Święcicki
- Department of Affective Disorders, II Psychiatric ClinicInstitute of Psychiatry and NeurologyWarsawPoland
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Fond G, Pauly V, Leone M, Orleans V, Garosi A, Lancon C, Auquier P, Baumstarck K, Llorca PM, Boyer L. Mortality among inpatients with bipolar disorders and COVID-19: a propensity score matching analysis in a national French cohort study. Psychol Med 2023; 53:1979-1988. [PMID: 34425927 PMCID: PMC8438351 DOI: 10.1017/s0033291721003676] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/23/2021] [Revised: 06/04/2021] [Accepted: 08/19/2021] [Indexed: 12/15/2022]
Abstract
BACKGROUND It remains unknown whether coronavirus disease 2019 (COVID-19) patients with bipolar disorders (BDs) are at an increased risk of mortality. We aimed to establish whether health outcomes and care differed between patients infected with COVID-19 with BD and patients without a diagnosis of severe mental illness. METHODS We conducted a population-based cohort study of all patients with identified COVID-19 and respiratory symptoms who were hospitalized in France between February and June 2020. The outcomes were in-hospital mortality and intensive care unit (ICU) admission. We used propensity score matching to control for confounding factors. RESULTS In total, 50 407 patients were included, of whom 480 were patients with BD. Patients with BD were 2 years older, more frequently women and had more comorbidities than controls without a diagnosis of severe mental illness. Patients with BD had an increased in-hospital mortality rate (26.6% v. 21.9%; p = 0.034) and similar ICU admission rate (27.9% v. 28.4%, p = 0.799), as confirmed by propensity analysis [odds ratio, 95% confidence interval (OR, 95% CI) for mortality: 1.30 (1.16-1.45), p < 0.0001]. Significant interactions between BD and age and between BD and social deprivation were found, highlighting that the most important inequalities in mortality were observed in the youngest [OR, 95% CI 2.28 (1.18-4.41), p = 0.0015] and most deprived patients with BD [OR, 95% CI 1.60 (1.33-1.92), p < 0.001]. CONCLUSIONS COVID-19 patients with BD were at an increased risk of mortality, which was exacerbated in the youngest and most deprived patients with BD. Patients with BD should thus be targeted as a high-risk population for severe forms of COVID-19, requiring enhanced preventive and disease management strategies.
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Affiliation(s)
- Guillaume Fond
- CEReSS-Health Service Research and Quality of Life Center, Aix-Marseille University, 27 Boulevard Jean Moulin, Marseille13005, France
- FondaMental Academic Advanced Center of Expertise for Bipolar Disorders and Schizophrenia (FACE-BD, FACE-SZ), Créteil, France
| | - Vanessa Pauly
- CEReSS-Health Service Research and Quality of Life Center, Aix-Marseille University, 27 Boulevard Jean Moulin, Marseille13005, France
| | - Marc Leone
- Assistance Publique Hôpitaux Universitaires de Marseille, Aix-Marseille University, Hôpital Nord, Service d'Anesthésie et de Réanimation, Marseille, France
| | - Veronica Orleans
- CEReSS-Health Service Research and Quality of Life Center, Aix-Marseille University, 27 Boulevard Jean Moulin, Marseille13005, France
| | - Alexandra Garosi
- CEReSS-Health Service Research and Quality of Life Center, Aix-Marseille University, 27 Boulevard Jean Moulin, Marseille13005, France
| | - Christophe Lancon
- CEReSS-Health Service Research and Quality of Life Center, Aix-Marseille University, 27 Boulevard Jean Moulin, Marseille13005, France
- FondaMental Academic Advanced Center of Expertise for Bipolar Disorders and Schizophrenia (FACE-BD, FACE-SZ), Créteil, France
| | - Pascal Auquier
- CEReSS-Health Service Research and Quality of Life Center, Aix-Marseille University, 27 Boulevard Jean Moulin, Marseille13005, France
| | - Karine Baumstarck
- CEReSS-Health Service Research and Quality of Life Center, Aix-Marseille University, 27 Boulevard Jean Moulin, Marseille13005, France
| | - Pierre-Michel Llorca
- FondaMental Academic Advanced Center of Expertise for Bipolar Disorders and Schizophrenia (FACE-BD, FACE-SZ), Créteil, France
- CMP-B, CHU, CNRS, Clermont Auvergne INP, Institut Pascal, Université Clermont Auvergne, F-63000Clermont-Ferrand, France
| | - Laurent Boyer
- CEReSS-Health Service Research and Quality of Life Center, Aix-Marseille University, 27 Boulevard Jean Moulin, Marseille13005, France
- FondaMental Academic Advanced Center of Expertise for Bipolar Disorders and Schizophrenia (FACE-BD, FACE-SZ), Créteil, France
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3
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Dalkner N, Ratzenhofer M, Fleischmann E, Fellendorf FT, Bengesser S, Birner A, Maget A, Großschädl K, Lenger M, Platzer M, Queissner R, Schönthaler E, Tmava-Berisha A, Berndt C, Martini J, Bauer M, Sperling JD, Vinberg M, Reininghaus EZ. Psychological and behavioral response on the COVID-19 pandemic in individuals with bipolar disorder: A multicenter study. Psychiatry Res 2022; 310:114451. [PMID: 35190338 PMCID: PMC8847084 DOI: 10.1016/j.psychres.2022.114451] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/02/2021] [Revised: 02/08/2022] [Accepted: 02/13/2022] [Indexed: 02/07/2023]
Abstract
The COVID-19 pandemic affects both mentally healthy and ill individuals. Individuals with bipolar disorder (BD) constitute an especially vulnerable group. A multicentric online study was conducted in Austria, Denmark, and Germany after the first lockdown phase in 2020. In total, 117 healthy controls (HC) were matched according to age and sex to 117 individuals with BD. The survey included the Brief Symptom Inventory-18, Beck Depression Inventory-2, Pittsburgh Sleep Quality Index, and a self-constructed questionnaire assessing COVID-19 fears, emotional distress due to social distancing, lifestyle, and compliance to governmental measures. In individuals with BD, increased symptoms of depression, somatization, anxiety, distress due to social distancing, and poorer sleep quality were related to emotional distress due to social distancing. The correlation between emotional distress due to social distancing and anxiety showed 26% of shared variance in BD and 11% in HC. Negative lifestyle changes and lower compliance with COVID-19 regulatory measures were more likely to be observed in individuals with BD than in HC. These findings underscore the need for ongoing mental health support during the pandemic. Individuals with BD should be continuously supported during periods of social distancing to maintain a stable lifestyle and employ strategies to cope with COVID-19 fears.
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Affiliation(s)
- Nina Dalkner
- Department of Psychiatry and Psychotherapeutic Medicine, Medical University Graz, Graz, Austria
| | - Michaela Ratzenhofer
- Department of Psychiatry and Psychotherapeutic Medicine, Medical University Graz, Graz, Austria
| | - Eva Fleischmann
- Department of Psychiatry and Psychotherapeutic Medicine, Medical University Graz, Graz, Austria
| | - Frederike T. Fellendorf
- Department of Psychiatry and Psychotherapeutic Medicine, Medical University Graz, Graz, Austria,Corresponding author at: Department of Psychiatry and Psychotherapeutic Medicine, Medical University Graz, Austria
| | - Susanne Bengesser
- Department of Psychiatry and Psychotherapeutic Medicine, Medical University Graz, Graz, Austria
| | - Armin Birner
- Department of Psychiatry and Psychotherapeutic Medicine, Medical University Graz, Graz, Austria
| | - Alexander Maget
- Department of Psychiatry and Psychotherapeutic Medicine, Medical University Graz, Graz, Austria
| | - Katja Großschädl
- Department of Psychiatry and Psychotherapeutic Medicine, Medical University Graz, Graz, Austria
| | - Melanie Lenger
- Department of Psychiatry and Psychotherapeutic Medicine, Medical University Graz, Graz, Austria
| | - Martina Platzer
- Department of Psychiatry and Psychotherapeutic Medicine, Medical University Graz, Graz, Austria
| | - Robert Queissner
- Department of Psychiatry and Psychotherapeutic Medicine, Medical University Graz, Graz, Austria
| | - Elena Schönthaler
- Department of Psychiatry and Psychotherapeutic Medicine, Medical University Graz, Graz, Austria
| | - Adelina Tmava-Berisha
- Department of Psychiatry and Psychotherapeutic Medicine, Medical University Graz, Graz, Austria
| | - Christina Berndt
- Department of Psychiatry & Psychotherapy, Faculty of Medicine, Carl Gustav Carus University Hospital, Technische Universität Dresden, Fetscherstr. 74, 01307 Dresden, Germany
| | - Julia Martini
- Department of Psychiatry & Psychotherapy, Faculty of Medicine, Carl Gustav Carus University Hospital, Technische Universität Dresden, Fetscherstr. 74, 01307 Dresden, Germany
| | - Michael Bauer
- Department of Psychiatry & Psychotherapy, Faculty of Medicine, Carl Gustav Carus University Hospital, Technische Universität Dresden, Fetscherstr. 74, 01307 Dresden, Germany
| | - Jon Dyg Sperling
- Psychiatric Research Unit, Psychiatric Centre North Zealand, Hillerød,Department of Clinical Medicine, Faculty of Health and Medical Sciences, University of Copenhagen
| | - May Vinberg
- Psychiatric Research Unit, Psychiatric Centre North Zealand, Hillerød,Department of Clinical Medicine, Faculty of Health and Medical Sciences, University of Copenhagen
| | - Eva Z. Reininghaus
- Department of Psychiatry and Psychotherapeutic Medicine, Medical University Graz, Graz, Austria
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4
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Buselli R, Corsi M, Veltri A, Baldanzi S, Chiumiento M, Del Lupo E, Marino R, Necciari G, Caldi F, Perretta S, Foddis R, Guglielmi G, Cristaudo A. Quarantine and Mental Health Challenges for Occupational Medicine: The Case Report of a Nurse Infected With SARS-CoV-2. Workplace Health Saf 2022; 70:43-49. [PMID: 35037513 DOI: 10.1177/21650799211045715] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/19/2022]
Abstract
This case study draws attention to the psychosocial difficulties that emerged in the context of the coronavirus disease 2019 (COVID-19) outbreak in relation to the remote management of subjects with psychiatric vulnerabilities following exposure to prolonged quarantine. The case involves a 56-year-old hospital nurse, followed by the Occupational Health Department of a major university hospital in central Italy for mood instability in the context of a cyclothymic temperament. She was quarantined for occupationally acquired COVID-19 and remained positive for severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) via swab test for more than 2 months between March and May 2020. In this case study, we discuss the challenges presented by the risk of a prolonged quarantine in a psychologically vulnerable employee, the need for occupational medicine to provide adequate health surveillance of all health care workers during the COVID-19 pandemic, the effectiveness of telepsychiatry, and the difficulties in formulating a proper treatment strategy.
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Affiliation(s)
- R Buselli
- Azienda Ospedaliero-Universitaria Pisana
| | - M Corsi
- Azienda Ospedaliero-Universitaria Pisana
| | - A Veltri
- Azienda Ospedaliero-Universitaria Pisana
| | - S Baldanzi
- Azienda Ospedaliero-Universitaria Pisana
| | | | - E Del Lupo
- Azienda Ospedaliero-Universitaria Pisana
| | - R Marino
- Azienda Ospedaliero-Universitaria Pisana
| | - G Necciari
- Azienda Ospedaliero-Universitaria Pisana
| | - F Caldi
- Azienda Ospedaliero-Universitaria Pisana
| | - S Perretta
- Azienda Ospedaliero-Universitaria Pisana
| | - R Foddis
- Azienda Ospedaliero-Universitaria Pisana
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5
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Reininghaus EZ, Manchia M, Dalkner N, Bonkat N, Squassina A, Hodl I, Vieta E, Reif A, Hajek T, Landén M, Correll CU, Scott J, Etain B, Rietschel M, Bergink V, Martinez-Cengotitabengoa M, Kessing LV, Fagiolini A, Bauer M, Goodwin G, Gonzalez-Pinto A, Kupka RW, Schulze TG, Lagerberg TV, Yildiz A, Henry C, Morken G, Ritter P, Nieslen RE, Licht RW, Bechdolf A, Andreassen OA, Fellendorf FT. Outcomes associated with different vaccines in individuals with bipolar disorder and impact on the current COVID-19 pandemic- a systematic review. Eur Neuropsychopharmacol 2022; 54:90-99. [PMID: 34607722 PMCID: PMC8429356 DOI: 10.1016/j.euroneuro.2021.09.001] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/29/2021] [Revised: 08/26/2021] [Accepted: 09/01/2021] [Indexed: 12/17/2022]
Abstract
Bipolar disorder (BD) might be associated with higher infection rates of coronavirus disease (COVID-19) which in turn could result in worsening the clinical course and outcome. This may be due to a high prevalence of somatic comorbidities and an increased risk of delays in and poorer treatment of somatic disease in patients with severe mental illness in general. Vaccination is the most important public health intervention to tackle the ongoing pandemic. We undertook a systematic review regarding the data on vaccinations in individuals with BD. Proportion of prevalence rates, efficacy and specific side effects of vaccinations and in individuals with BD were searched. Results show that only five studies have investigated vaccinations in individuals with BD, which substantially limits the interpretation of overall findings. Studies on antibody production after vaccinations in BD are very limited and results are inconsistent. Also, the evidence-based science on side effects of vaccinations in individuals with BD so far is poor.
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Affiliation(s)
- Eva Z Reininghaus
- Medical University Graz, Department of Psychiatry & Psychotherapeutic Medicine
| | - Mirko Manchia
- Unit of Psychiatry, Department of Medical Sciences and Public Health, University of Cagliari,Cagliari, Italy; Unit of Clinical Psychiatry, University Hospital Agency of Cagliari, Cagliari, Italy; Department of Pharmacology, Dalhousie University, Halifax, NS, Canada
| | - Nina Dalkner
- Medical University Graz, Department of Psychiatry & Psychotherapeutic Medicine
| | - Nina Bonkat
- Medical University Graz, Department of Psychiatry & Psychotherapeutic Medicine
| | - Alessio Squassina
- Laboratory of Pharmacogenomics, Department of Biomedical Sciences, University of Cagliari, Cagliari, Italy
| | - Isabel Hodl
- Medical University Graz, Klinische Abteilung für Rheumatologie und Immunologie
| | - Eduard Vieta
- Institute of Neuroscience, Hospital Clinic, University of Barcelona, IDIBAPS, CIBERSAM, Barcelona, Catalonia, Spain
| | - Andreas Reif
- Department of Psychiatry, Psychosomatic Medicine and Psychotherapy; University Hospital Frankfurt, Frankfurt am Main, Germany
| | - Tomas Hajek
- Dalhousie University, Department of Psychiatry, Canada National Institute of Mental Health Klecany, Czech Republic; National Institute of Mental Health Klecany, Czech Republic
| | - Mikael Landén
- Department of Psychiatry and Neurochemistry, Institute of Neuroscience and Physiology, University of Gothenburg, Gothenburg, Sweden; Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden
| | - Christoph U Correll
- Charité Universitätsmedizin Berlin, Department of Child and Adolescent Psychiatry, Berlin, Germany; Donald and Barbara Zucker School of Medicine at Hofstra/Northwell, Department of Psychiatry and Molecular Medicine, Hempstead, NY, USA; The Zucker Hillside Hospital, Department of Psychiatry, Northwell Health, Glen Oaks, NY, USA
| | - Jan Scott
- Institute of Neuroscience, Newcastle University, Newcastle, UK
| | - Bruno Etain
- Universite de Paris - INSERM UMRS 1144 - DMU Neurosciences, GHU Lariboisière Fernand Widal, Departement de Psychiatrie, APHP - Paris - France
| | - Marcella Rietschel
- Department of Genetic Epidemiology in Psychiatry, Central Institute of Mental Health, University Heidelberg, Medical Faculty Mannheim, Mannheim, Germany
| | - Veerle Bergink
- Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York, USA; Department of Psychiatry, Erasmus Medical Center, Rotterdam, the Netherlands
| | - Monica Martinez-Cengotitabengoa
- Osakidetza, Basque Health Service, Health Service, BioAraba Research Institute, University of the Basque Country, Vitoria, Spain; The Psychology Clinic of East Anglia, Norwich, England
| | - Lars Vedel Kessing
- Copenhagen Affective Disorder research Center (CADIC), Psychiatric Center Copenhagen, Copenhagen Denmark; Department of Clinical Medicine, University of Copenhagen, Copenhagen, Denmark
| | | | - Michael Bauer
- Department of Psychiatry and Psychotherapy, Carl Gustav Carus University Hospital Dresden, Technische Universität Dresden, Dresden, Germany
| | - Guy Goodwin
- Department of Psychiatry, University of Oxford, Oxford, United Kingdom
| | | | - Ralph W Kupka
- Dept. of Psychiatry, Amsterdam University Medical Centers, Vrije Universiteit, Amsterdam, Netherlands
| | - Thomas G Schulze
- LMU University Hospital, Institute of Psychiatric Phenomics and Genomics (IPPG), Ludwig-Maximilians-University of Munich,Germany
| | - Trine V Lagerberg
- NORMENT Centre, Division of Mental Health and Addiction, Oslo University Hospital, Oslo, Norway
| | - Ayşegül Yildiz
- Dokuz Eylul University Izmir, Turkey Department of Psychiatry
| | - Chantal Henry
- Departement of Psychiatry, Service Hospitalo-Universitaire, GHU Paris Psychiatrie & Neurosciences, Paris, France, Université de Paris, Paris, France
| | - Gunnar Morken
- St Olav University Hospital and Norwegian University of Science and Technology - NTNU, Faculty of Medicine and Health Sciences
| | - Phillip Ritter
- Department of Psychiatry and Psychotherapy, Carl Gustav Carus University Hospital Dresden, Technische Universität Dresden, Dresden, Germany
| | - René Ernst Nieslen
- Department of Psychiatry, Aalborg University Hospital, Aalborg, Denmark; Department of Clinical Medicine, Aalborg University, Aalborg, Denmark
| | - Rasmus W Licht
- Department of Psychiatry, Aalborg University Hospital, Aalborg, Denmark; Department of Clinical Medicine, Aalborg University, Aalborg, Denmark
| | - Andreas Bechdolf
- Department for Psychiatry, Psychotherapy and Psychosomatic, Vivantes Hospital am Urban and Friedrichshain; Charité Universitätsmedizin, Berlin, Germany
| | - Ole A Andreassen
- NORMENT Centre, Division of Mental Health and Addiction, Oslo University Hospital, Oslo, Norway; NORMENT Centre, Institute of Clinical Medicine, University of Oslo, Oslo, Norway
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6
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Parkin GM, Thomas EA. Provider Perspectives on the Current Use of Lithium Medications and Lithium Monitoring Practices for Psychiatric Conditions. Neuropsychiatr Dis Treat 2022; 18:2083-2093. [PMID: 36133030 PMCID: PMC9484562 DOI: 10.2147/ndt.s377261] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/13/2022] [Accepted: 08/04/2022] [Indexed: 11/23/2022] Open
Abstract
PURPOSE Despite lithium being a gold standard treatment for bipolar disorder, the percentage of patients with bipolar disorder who are prescribed lithium medication has declined in many parts of the world over the past two decades. The use of lithium is limited by its narrow therapeutic window and adverse side effects, which necessitates frequent serum lithium monitoring; hence, there is a critical need for improved ways to monitor lithium levels in psychiatric patients. We have recently shown that saliva lithium levels are highly correlated with those in blood, thereby presenting an alternative to venipuncture. Saliva sampling could open the door for at-home collections - potential that has been exemplified throughout the COVID-19 pandemic - thereby allowing samples to be collected remotely and delivered to a specific site for testing. In addition, prototype point-of-care devices have been developed by others for serum lithium monitoring, suggesting potential for a saliva lithium monitoring device. Our objective was to query the perspectives of American psychiatrists on lithium treatment practices and obstacles, the potential for at-home saliva collection and point-of-care devices, for lithium monitoring, as an alternative to pathology-based blood testing. METHODS Data was collected through an online, anonymous survey, distributed to American psychiatric societies. RESULTS Sixty-five respondents from 21 American states completed the survey. The majority of respondents were female, over 65 years of age, and/or had practiced for 30 years or more. The most frequent obstacles encountered with regard to lithium monitoring were adverse drug effects, and the need for monitoring. Overall, respondents believed saliva lithium monitoring and point-of-care devices would be useful, however raised concerns regarding validity and time-delay. CONCLUSION Point-of-care devices and saliva lithium monitoring are promising alternatives to blood testing that would be welcomed by psychiatric societies, however, require extensive development and validation before implementation into a clinical setting.
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Affiliation(s)
- Georgia M Parkin
- Department of Epidemiology, University of California Irvine, Irvine, CA, USA.,Institute for Interdisciplinary Salivary Bioscience Research, University of California Irvine, Irvine, CA, USA
| | - Elizabeth A Thomas
- Department of Epidemiology, University of California Irvine, Irvine, CA, USA.,Institute for Interdisciplinary Salivary Bioscience Research, University of California Irvine, Irvine, CA, USA
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7
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Montejo L, Solé B, Verdolini N, Martínez-Arán A, Bonnín CDM, Radua J, Martín-Villalba I, Williams E, García-Rizo C, Mezquida G, Bernardo M, Vieta E, Torrent C, Amoretti S. Self-reported neurocognitive symptoms during COVID-19 lockdown and its associated factors in a sample of psychiatric patients. Results from the BRIS-MHC study. Eur Neuropsychopharmacol 2021; 53:7-18. [PMID: 34348213 PMCID: PMC8619656 DOI: 10.1016/j.euroneuro.2021.07.006] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/17/2021] [Revised: 07/08/2021] [Accepted: 07/10/2021] [Indexed: 12/19/2022]
Abstract
Lockdown caused by COVID-19 pandemic has a negative impact on mental health. The aim was to assess self-reported neurocognitive symptoms during the lockdown and identify associated vulnerable and protective factors in a sample of psychiatric patients in a Spanish population. These results are part of the Barcelona ResIlience Survey for Mental Health COVID-19 (BRIS-MHC) project. Neurocognitive symptoms were assessed through an online survey considering the five items that represented self-reported neurocognitive complaints. We split the sample into two groups based on the severity of the self-reported neurocognitive complaints: intact cognitive function/mild cognitive impairment (CI-) and moderate/severe cognitive impairment (CI+). Univariate analyses were used to compare both groups in terms of sociodemographic and clinical variables. Multiple logistic regression models were carried out to identify clinical variables and coping strategies associated with neurocognitive symptoms. 198 patients with different psychiatric diagnoses were included in this study. One hundred seventeen patients were classified in the CI- group and 81 in the CI+ group. Depressive symptoms and negative psychotic-like symptoms were vulnerable factors for neurocognitive impairment. Coping strategies of performing physical activity, carrying out relaxing activities and maintaining a routine were protective factors against cognitive impairment. Lockdown situation negatively impact on neurocognitive function. Psychopathological symptoms and coping strategies were associated with neurocognitive symptoms during lockdown in subjects with psychiatric illness. The early treatment of psychopathological symptoms in psychiatric patients and promoting coping strategies during lockdown should be considered an intervention strategy against cognitive impairment.
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Affiliation(s)
- Laura Montejo
- Bipolar and Depressive Disorders Unit, Hospital Clinic, University of Barcelona, Institute of Neuroscience, IDIBAPS, CIBERSAM, c/Villarroel, 170, 12-0, 08036 Barcelona, Catalonia, Spain
| | - Brisa Solé
- Bipolar and Depressive Disorders Unit, Hospital Clinic, University of Barcelona, Institute of Neuroscience, IDIBAPS, CIBERSAM, c/Villarroel, 170, 12-0, 08036 Barcelona, Catalonia, Spain
| | - Norma Verdolini
- Bipolar and Depressive Disorders Unit, Hospital Clinic, University of Barcelona, Institute of Neuroscience, IDIBAPS, CIBERSAM, c/Villarroel, 170, 12-0, 08036 Barcelona, Catalonia, Spain
| | - Anabel Martínez-Arán
- Bipolar and Depressive Disorders Unit, Hospital Clinic, University of Barcelona, Institute of Neuroscience, IDIBAPS, CIBERSAM, c/Villarroel, 170, 12-0, 08036 Barcelona, Catalonia, Spain
| | - Caterina Del Mar Bonnín
- Bipolar and Depressive Disorders Unit, Hospital Clinic, University of Barcelona, Institute of Neuroscience, IDIBAPS, CIBERSAM, c/Villarroel, 170, 12-0, 08036 Barcelona, Catalonia, Spain
| | - Joaquim Radua
- Imaging of Mood- and Anxiety-Related Disorders (IMARD) Group, Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Barcelona, Spain; CIBERSAM, Madrid, Spain; Early Psychosis: Interventions and Clinical-detection (EPIC) Lab, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, UK; Department of Clinical Neuroscience, Stockholm Health Care Services, Stockholm County Council, Karolinska Institutet, Stockholm, Sweden
| | - Inés Martín-Villalba
- Bipolar and Depressive Disorders Unit, Hospital Clinic, University of Barcelona, Institute of Neuroscience, IDIBAPS, CIBERSAM, c/Villarroel, 170, 12-0, 08036 Barcelona, Catalonia, Spain
| | - Evelin Williams
- Bipolar and Depressive Disorders Unit, Hospital Clinic, University of Barcelona, Institute of Neuroscience, IDIBAPS, CIBERSAM, c/Villarroel, 170, 12-0, 08036 Barcelona, Catalonia, Spain
| | - Clemente García-Rizo
- Barcelona Clinic Schizophrenia Unit, Hospital Clinic of Barcelona, University of Barcelona, Neuroscience Institute, IDIBAPS, CIBERSAM, Barcelona, Spain
| | - Gisela Mezquida
- Barcelona Clinic Schizophrenia Unit, Hospital Clinic of Barcelona, University of Barcelona, Neuroscience Institute, IDIBAPS, CIBERSAM, Barcelona, Spain
| | - Miguel Bernardo
- Barcelona Clinic Schizophrenia Unit, Hospital Clinic of Barcelona, University of Barcelona, Neuroscience Institute, IDIBAPS, CIBERSAM, Barcelona, Spain
| | - Eduard Vieta
- Bipolar and Depressive Disorders Unit, Hospital Clinic, University of Barcelona, Institute of Neuroscience, IDIBAPS, CIBERSAM, c/Villarroel, 170, 12-0, 08036 Barcelona, Catalonia, Spain.
| | - Carla Torrent
- Bipolar and Depressive Disorders Unit, Hospital Clinic, University of Barcelona, Institute of Neuroscience, IDIBAPS, CIBERSAM, c/Villarroel, 170, 12-0, 08036 Barcelona, Catalonia, Spain.
| | - Silvia Amoretti
- Bipolar and Depressive Disorders Unit, Hospital Clinic, University of Barcelona, Institute of Neuroscience, IDIBAPS, CIBERSAM, c/Villarroel, 170, 12-0, 08036 Barcelona, Catalonia, Spain; Barcelona Clinic Schizophrenia Unit, Hospital Clinic of Barcelona, University of Barcelona, Neuroscience Institute, IDIBAPS, CIBERSAM, Barcelona, Spain
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8
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Fornaro M, De Prisco M, Billeci M, Ermini E, Young AH, Lafer B, Soares JC, Vieta E, Quevedo J, de Bartolomeis A, Sim K, Yatham LN, Bauer M, Stein DJ, Solmi M, Berk M, Carvalho AF. Implications of the COVID-19 pandemic for people with bipolar disorders: A scoping review. J Affect Disord 2021; 295:740-751. [PMID: 34517248 PMCID: PMC8416293 DOI: 10.1016/j.jad.2021.08.091] [Citation(s) in RCA: 38] [Impact Index Per Article: 9.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/05/2021] [Revised: 08/26/2021] [Accepted: 08/30/2021] [Indexed: 02/05/2023]
Abstract
INTRODUCTION The COVID-19 (coronavirus disease 2019)-related pandemic represents a global source of societal and health burden. Yet, the impact of the pandemic on people with severe mental illness, including bipolar disorder (BD), remains unclear, warranting scoping review on the matter. METHODS The MEDLINE and EMBASE databases were systematically searched from inception up to April 24, 2021, adopting broad inclusion criteria to assess a variety of clinical and public health themes related to people with a primary diagnosis of BD during the COVID-19 pandemics. The present work complying with the Preferred Reporting Items for Systematic Reviews and Meta-Analyses extension for scoping reviews (PRISMA-ScR) registered in the Open Science Framework (OSF) repository (https://osf.io/7evpx/). RESULTS Fourteen papers informed the present scoping review. Four major themes were identified: (i) impact of COVID-19-related stressors on BD; (ii) impact of COVID-19 on mental health service utilization among people with BD; (iii) impact of BD on the risk of acquiring SARS-CoV-2 infection; (iv) engagement in preventative behaviors among people with BD. Additional themes warranting further research were nonetheless detected. LIMITATIONS Further original studies are needed. CONCLUSION The present study confirmed the high-vulnerability hypothesis concerning people with BD versus the general population, reinforcing the need for further research related to the COVID-19 pandemic. Additional information is warranted to compare the impact of the pandemic period among BD people against pre-pandemic records, the general population, and other severe mental illnesses, namely people with schizophrenia or major depressive disorder, to inform the public health and the delivery of patient-tailored interventions.
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Affiliation(s)
- Michele Fornaro
- Section on Psychiatry, Department of Neuroscience, Reproductive Science and Odontostomatology Federico II University of Naples, Naples, Italy
| | - Michele De Prisco
- Section on Psychiatry, Department of Neuroscience, Reproductive Science and Odontostomatology Federico II University of Naples, Naples, Italy
| | - Martina Billeci
- Section on Psychiatry, Department of Neuroscience, Reproductive Science and Odontostomatology Federico II University of Naples, Naples, Italy
| | - Eleonora Ermini
- Section on Psychiatry, Department of Neuroscience, Reproductive Science and Odontostomatology Federico II University of Naples, Naples, Italy
| | - Allan H Young
- Department of Psychological Medicine, Psychology and Neuroscience, Institute of Psychiatry, King's College London & South London and Maudsley NHS Foundation Trust, Bethlem Royal Hospital, Monks Orchard Road, Beckenham, Kent BR3 3BX, UK
| | - Beny Lafer
- Bipolar Research Program, Department and Institute of Psychiatry, University of São Paulo Medical School, São Paulo, Brazil
| | - Jair C Soares
- Department of Psychiatry and Behavioral Sciences, University of Texas Health Science Center, Houston, TX, USA
| | - Eduard Vieta
- Institute of Neuroscience, Hospital Clinic, University of Barcelona, IDIBAPS, CIBERSAM, Barcelona, Catalonia 08036, Spain
| | - Joao Quevedo
- Translational Psychiatry Laboratory, Graduate Program in Health Sciences, University of Southern Santa Catarina (UNESC), Criciúma, SC, Brazil; Department of Psychiatry and Behavioral Sciences, Translational Psychiatry Program, McGovern Medical School, University of Texas Health Science Center at Houston (UTHealth), Houston, TX, USA; Center of Excellence On Mood Disorders, Department of Psychiatry and Behavioral Sciences, McGovern Medical School, University of Texas Health Science Center at Houston (UTHealth), Houston, TX, USA; Neuroscience Graduate Program, University of Texas MD Anderson Cancer Center UTHealth Graduate School of Biomedical Sciences, Houston, TX, USA
| | - Andrea de Bartolomeis
- Section on Psychiatry, Department of Neuroscience, Reproductive Science and Odontostomatology Federico II University of Naples, Naples, Italy; Laboratory of Molecular and Translational Psychiatry and Unit of Treatment-Resistant Psychosis, University of Naples Federico II, Italy; Staff of Unesco Chair for Health Education and Sustainable Development, Naples, Italy
| | - Kang Sim
- Institute of Mental Health Singapore, Yong Loo Lin School of Medicine, National University of Singapore, Singapore
| | - Lakshmi N Yatham
- Department of Psychiatry, University of British Columbia, Vancouver, British Columbia, Canada
| | - Michael Bauer
- Department of Psychiatry and Psychotherapy, University Hospital Carl Gustav Carus Medical Faculty, Technische Universität Dresden, Dresden, Germany
| | - Dan J Stein
- Department of Psychiatry and Neuroscience Institute, SAMRC Unit on Risk & Resilience in Mental Disorders, University of Cape Town, Cape Town, South Africa
| | - Marco Solmi
- Department of Psychiatry, University of Ottawa, Ottawa, ON, Canada; Department of Mental Health, The Ottawa Hospital, Ottawa, ON, Canada
| | - Michael Berk
- IMPACT, The Institute for Mental and Physical Health and Clinical Translation, School of Medicine, Barwon Health, Deakin University, Geelong, Australia; Department of Psychiatry, Orygen, The National Centre of Excellence in Youth Mental Health, The University of Melbourne, Parkville, Australia; Florey Institute of Neuroscience and Mental Health, The University of Melbourne, Parkville, Australia
| | - Andre F Carvalho
- IMPACT, The Institute for Mental and Physical Health and Clinical Translation, School of Medicine, Barwon Health, Deakin University, Geelong, Australia.
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9
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Koenders M, Mesbah R, Spijker A, Boere E, de Leeuw M, van Hemert B, Giltay E. Effects of the COVID-19 pandemic in a preexisting longitudinal study of patients with recently diagnosed bipolar disorder: Indications for increases in manic symptoms. Brain Behav 2021; 11:e2326. [PMID: 34554650 PMCID: PMC8613426 DOI: 10.1002/brb3.2326] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/14/2021] [Revised: 07/23/2021] [Accepted: 07/29/2021] [Indexed: 12/19/2022] Open
Abstract
BACKGROUND The coronavirus disease 2019 (COVID-19) pandemic interfered in the daily lives of people and is assumed to adversely affect mental health. However, the effects on mood (in)stability of bipolar disorder (BD) patients and the comparison to pre-COVID-19 symptom severity levels are unknown. METHOD Between April and September, 2020, symptoms and well-being were assessed in the Bipolar Netherlands Cohort (BINCO) study of recently diagnosed patients with BD I and II. The questionnaire contained questions regarding manic and depressive symptoms (YMRS and ASRM, QIDS), worry (PSWQ), stress (PSS), loneliness, sleep, fear for COVID-19, positive coping, and substance use. As manic, depressive and stress symptoms levels were assessed pre-COVID-19, their trajectories during the lockdown restrictions were estimated using mixed models. RESULTS Of the 70 invited BD patients, 36 (51%) responded at least once (mean age of 36.7 years, 54% female, and 31% BD type 1) to the COVID-19 assessments. There was a significant increase (X2 = 17.06; p = .004) in (hypo)manic symptoms from baseline during the first COVID-19 wave, with a decrease thereafter. Fear of COVID-19 (X2 = 18.01; p = .003) and positive coping (X2 = 12.44; p = .03) were the highest at the start of the pandemic and decreased thereafter. Other scales including depression and stress symptoms did not vary significantly over time. CONCLUSION We found a meaningful increase in manic symptomatology from pre-COVID-19 into the initial phases of the pandemic in BD patients. These symptoms decreased along with fear of COVID-19 and positive coping during the following months when lockdown measures were eased.
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Affiliation(s)
- Manja Koenders
- Department of Psychiatry, Leiden University Medical Centre, Leiden, The Netherlands.,Faculty of Social Sciences, Institute of Psychology, Leiden University, Leiden, The Netherlands
| | - Rahele Mesbah
- Department of Psychiatry, Leiden University Medical Centre, Leiden, The Netherlands.,Department of Mood Disorders, Mental Health Care PsyQ Kralingen, Rotterdam, The Netherlands
| | - Annet Spijker
- Department of Psychiatry, Leiden University Medical Centre, Leiden, The Netherlands.,Parnassia Groep, Den Haag, The Netherlands
| | - Elvira Boere
- Department of Psychiatry, Leiden University Medical Centre, Leiden, The Netherlands.,Department of Mood Disorders, Mental Health Care PsyQ Kralingen, Rotterdam, The Netherlands
| | - Max de Leeuw
- Department of Psychiatry, Leiden University Medical Centre, Leiden, The Netherlands.,Mental Health Care Rivierduinen, Bipolar Disorder Outpatient Clinic, Leiden, The Netherlands
| | - Bert van Hemert
- Department of Psychiatry, Leiden University Medical Centre, Leiden, The Netherlands
| | - Erik Giltay
- Department of Psychiatry, Leiden University Medical Centre, Leiden, The Netherlands
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10
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Panda TK, Nebhinani N, Suthar N, Choudhary S, Singhai K. Relapse in bipolar disorder in hospitalized patients with COVID-19: A case series and key recommendations. Indian J Psychiatry 2021; 63:610-612. [PMID: 35136263 PMCID: PMC8793706 DOI: 10.4103/indianjpsychiatry.indianjpsychiatry_1433_20] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/27/2020] [Revised: 10/02/2021] [Accepted: 10/21/2021] [Indexed: 12/15/2022] Open
Abstract
COVID-19 has adversely affected the lives of people with bipolar disorder (BD). We have reported three patients with BD, who suffered from relapse after being diagnosed with COVID-19. Patient X is a 54-year-old man who developed manic episode, while Y is a 63-year-old man and Z is a 52-year-old woman who developed severe depression after being hospitalized for COVID-19. In this case series, three patients with BD who developed manic or depressive episodes during COVID-19 infection have been described. Adequate liaison between consultation-liaison psychiatrist and primary medical team was done. Rational pharmacotherapy along with psychosocial interventions led to favorable outcomes in all three cases.
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Affiliation(s)
- Tushar Kanta Panda
- Department of Psychiatry, All India Institute of Medical Sciences, Jodhpur, Rajasthan, India
| | - Naresh Nebhinani
- Department of Psychiatry, All India Institute of Medical Sciences, Jodhpur, Rajasthan, India
| | - Navratan Suthar
- Department of Psychiatry, All India Institute of Medical Sciences, Jodhpur, Rajasthan, India
| | - Swati Choudhary
- Department of Psychiatry, All India Institute of Medical Sciences, Jodhpur, Rajasthan, India
| | - Kartik Singhai
- Department of Psychiatry, All India Institute of Medical Sciences, Jodhpur, Rajasthan, India
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11
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Expert opinion in bipolar disorder: Impact of COVID-19 on outcomes and treatment of bipolar disorder. PERSONALIZED MEDICINE IN PSYCHIATRY 2021; 27:100074. [PMCID: PMC9767409 DOI: 10.1016/j.pmip.2021.100074] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/19/2023]
Abstract
Bipolar disorder is a common mental illness with a high burden of disability and comorbidity including highly prevalent medical conditions that increase risk for severe COVID-19 illness. Moreover, increased vulnerability to stress, routine and lifestyle disruption in people living with bipolar disorder is well-established. Although data examining the impact of COVID-19 disease and the resulting pandemic on those with bipolar disorder are limited, the present paper aims to discuss existing research at the intersection of COVID-19 and mental health with the goal of considering potential impacts of COVID-19 on outcomes and treatment of bipolar disorder.
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12
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Sperling JD, Dalkner N, Berndt C, Fleischmann E, Ratzenhofer M, Martini J, Pfennig A, Bauer M, Reininghaus E, Vinberg M. Physical Health Profile and Associated Behavior During the COVID-19 Pandemic in Patients With Bipolar Disorder. Front Psychiatry 2021; 12:759694. [PMID: 34938211 PMCID: PMC8685329 DOI: 10.3389/fpsyt.2021.759694] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/16/2021] [Accepted: 11/02/2021] [Indexed: 02/03/2023] Open
Abstract
Background: The COVID-19 pandemic has led to an increased psychological strain on public mental health and may impact behavioral, mental, and physical health, presumably with effects on patients with severe mental disorders. This study examines pandemic-related physical and mental health and (compensatory) behavioral changes, in patients with BD as compared to healthy control individuals. Method: Physical and mental health and self-reported changes in daily structure and behavior due to the pandemic were assessed using a self-constructed questionnaire and the brief symptom inventory (BSI) in Germany, Austria, and Denmark in individuals with BD and a healthy control group. Results: The present study included 118 individuals with BD and 215 healthy controls. Individuals with BD reported statistically significant higher physical risk burden, increased weight gain, more physical comorbidities, and a decrease in physical activity and they further reported higher rates of COVID-19 testing, had more worries concerning health, and experienced more anxiety but less social distancing. Conclusion: The COVID-19 pandemic seems to have a greater impact on physical health in individuals with BD than in healthy controls. Individuals with BD appear to be having more difficulties compensating their behavior due to the pandemic which could amplify the effect of risk factors associated with poorer physical health. This highlights the necessity for optimizing and targeting the overall treatment of both mental and physical health in patients with BD during periods with far-reaching changes such as the COVID-19 pandemic. Limitations: Sampling issues and self-report forms, selectivity (missing elderly, and those lacking access or knowledge of technology).
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Affiliation(s)
- Jon Dyg Sperling
- Mental Health Center, Northern Zealand, Copenhagen University Hospital - Mental Health Services CPH, Copenhagen, Denmark.,Department of Clinical Medicine, University of Copenhagen, Copenhagen, Denmark
| | - Nina Dalkner
- Department of Psychiatry and Psychotherapeutic Medicine, Medical University Graz, Graz, Austria
| | - Christina Berndt
- Department of Psychiatry & Psychotherapy, Faculty of Medicine, Carl Gustav Carus University Hospital, Technische Universität Dresden, Dresden, Germany
| | - Eva Fleischmann
- Department of Psychiatry and Psychotherapeutic Medicine, Medical University Graz, Graz, Austria
| | - Michaela Ratzenhofer
- Department of Psychiatry and Psychotherapeutic Medicine, Medical University Graz, Graz, Austria
| | - Julia Martini
- Department of Psychiatry & Psychotherapy, Faculty of Medicine, Carl Gustav Carus University Hospital, Technische Universität Dresden, Dresden, Germany
| | - Andrea Pfennig
- Department of Psychiatry & Psychotherapy, Faculty of Medicine, Carl Gustav Carus University Hospital, Technische Universität Dresden, Dresden, Germany
| | - Michael Bauer
- Department of Psychiatry & Psychotherapy, Faculty of Medicine, Carl Gustav Carus University Hospital, Technische Universität Dresden, Dresden, Germany
| | - Eva Reininghaus
- Department of Psychiatry and Psychotherapeutic Medicine, Medical University Graz, Graz, Austria
| | - Maj Vinberg
- Mental Health Center, Northern Zealand, Copenhagen University Hospital - Mental Health Services CPH, Copenhagen, Denmark.,Department of Clinical Medicine, University of Copenhagen, Copenhagen, Denmark
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