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Self-assessment and rest-activity rhythm monitoring for effective bipolar disorder management: a longitudinal actigraphy study
B. Pfaffenseller, J. Schneider, T. de Azevedo Cardoso, M. Simjanoski, M. Alda, F. Kapczinski, E. Bakstein
Status neindexováno Jazyk angličtina Země Německo
Typ dokumentu časopisecké články
Grantová podpora
#IT23407
Mitacs Accelerate International Award
#IT23407
Mitacs Accelerate International Award
#IT23407
Mitacs Accelerate International Award
#IT23407
Mitacs Accelerate International Award
445154/2023-3
RENASAM
445154/2023-3
RENASAM
445154/2023-3
RENASAM
NU23-04-00534
Ministry of Health of the Czech Republic
NU23-04-00534
Ministry of Health of the Czech Republic
NU23-04-00534
Ministry of Health of the Czech Republic
CZ.02.01.01/00/22_008/0004643
ERDF-Project Brain dynamics
CZ.02.01.01/00/22_008/0004643
ERDF-Project Brain dynamics
21/2551-0001990-5
Strategic Alignment Fund/McMaster University and the St. Joseph's Healthcare Foundation, Hamilton, Canada, and FAPERGS
21/2551-0001990-5
Strategic Alignment Fund/McMaster University and the St. Joseph's Healthcare Foundation, Hamilton, Canada, and FAPERGS
465458/2014-9
INCT-TM
NLK
BioMedCentral Open Access
od 2013
Directory of Open Access Journals
od 2013
Free Medical Journals
od 2013
PubMed Central
od 2013
Europe PubMed Central
od 2013
ProQuest Central
od 2013-04-01
Open Access Digital Library
od 2012-01-01
Open Access Digital Library
od 2013-01-01
Open Access Digital Library
od 2013-01-01
ROAD: Directory of Open Access Scholarly Resources
od 2013
Springer Journals Complete - Open Access
od 2013-12-01
Springer Nature OA/Free Journals
od 2013-12-01
- Publikační typ
- časopisecké články MeSH
BACKGROUND: Recurrent course and disruption of circadian rhythms are among the core features of bipolar disorder (BD). Thus, ongoing symptom monitoring is an essential part of good clinical management. OBJECTIVE: We conducted a study to validate the English version of the ASERT (Aktibipo questionnaire), a tool for self-assessment of mood symptoms. We also analyzed the relationship of self-assessed symptoms with clinician ratings and actigraphy measures, and investigated the possibility of predicting depressive episodes using subjective and digital measures. METHODS: This was a longitudinal study of twenty individuals with BD, followed for up to 11 months. The participants completed weekly mood self-assessments (ASERT) using a smartphone app and wore wrist actigraphs. During monthly appointments, the severity of their mood symptoms was rated by clinicians, and the participants completed questionnaires addressing overall functioning (FAST), and biological rhythms (BRIAN). RESULTS: The study confirmed the validity and reliability of the ASERT as a measure of subjective mood. Additionally, we found significant associations between ASERT responses, clinical scales, and actigraphy data (ASERT_dep vs. MADRS β = 1.42, p < 0.001, ASERT_man vs. YMRS β = 0.38, p < 0.001, mixed-effect model). In our analysis, a combination of self-assessment and actigraphy data detected depression relapse with 67% sensitivity, 90% specificity, 81% balanced accuracy, and AUC of 0.80. Furthermore, we observed a strong correlation between the actigraphy-derived interdaily stability and BRIAN scores (β=-3.86, p = 0.005) overall functioning, emphasizing the significance of circadian rhythm disruptions in BD. CONCLUSION: This study highlights the potential of digital tools, such as digitally administered self-assessments and actigraphy, to enhance the management of BD by providing valuable insights into mood states and detecting relapse. Further research is needed to refine and optimize these tools for widespread clinical application, such as informing personalized treatment plans.
Center for first episodes of SMI National Institute of Mental Health Klecany Czech Republic
Department of Psychiatry and Behavioural Neurosciences McMaster University Hamilton Canada
Department of Psychiatry Dalhousie University Halifax NS Canada
Department of Psychiatry Universidade Federal do Rio Grande do Sul Porto Alegre RS Brazil
Dept of Cybernetics Czech Technical University Prague Czech Republic
National Institute of Science and Technology Translational Medicine Porto Alegre RS Brazil
Neuroscience Graduate Program Faculty of Health Sciences McMaster University Hamilton ON Canada
Citace poskytuje Crossref.org
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- $a BACKGROUND: Recurrent course and disruption of circadian rhythms are among the core features of bipolar disorder (BD). Thus, ongoing symptom monitoring is an essential part of good clinical management. OBJECTIVE: We conducted a study to validate the English version of the ASERT (Aktibipo questionnaire), a tool for self-assessment of mood symptoms. We also analyzed the relationship of self-assessed symptoms with clinician ratings and actigraphy measures, and investigated the possibility of predicting depressive episodes using subjective and digital measures. METHODS: This was a longitudinal study of twenty individuals with BD, followed for up to 11 months. The participants completed weekly mood self-assessments (ASERT) using a smartphone app and wore wrist actigraphs. During monthly appointments, the severity of their mood symptoms was rated by clinicians, and the participants completed questionnaires addressing overall functioning (FAST), and biological rhythms (BRIAN). RESULTS: The study confirmed the validity and reliability of the ASERT as a measure of subjective mood. Additionally, we found significant associations between ASERT responses, clinical scales, and actigraphy data (ASERT_dep vs. MADRS β = 1.42, p < 0.001, ASERT_man vs. YMRS β = 0.38, p < 0.001, mixed-effect model). In our analysis, a combination of self-assessment and actigraphy data detected depression relapse with 67% sensitivity, 90% specificity, 81% balanced accuracy, and AUC of 0.80. Furthermore, we observed a strong correlation between the actigraphy-derived interdaily stability and BRIAN scores (β=-3.86, p = 0.005) overall functioning, emphasizing the significance of circadian rhythm disruptions in BD. CONCLUSION: This study highlights the potential of digital tools, such as digitally administered self-assessments and actigraphy, to enhance the management of BD by providing valuable insights into mood states and detecting relapse. Further research is needed to refine and optimize these tools for widespread clinical application, such as informing personalized treatment plans.
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