SynthesisFrontiers in psychiatry2022
Toward a Digital Future in Bipolar Disorder Assessment: A Systematic Review of Disruptions in the Rest-Activity Cycle as Measured by Actigraphy.
Synthesis in Frontiers in psychiatry, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 18 papers, 1 of them a synthesis that pooled it.
What it found
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
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Who cites it
18 citing papers in PubMed, 1 synthesis or guideline pooled it, 22 citations in OpenAlex.
- Monitoring Daily Sleep, Mood, and Affect Using Digital Technologies and Wearables: A Systematic Review.Sensors (Basel, Switzerland) · 2024Pooled it
- Longer Sleep Duration Predicts Progression to Bipolar or Psychotic Disorders in Youth Accessing Early Intervention Mental Health Services.Bipolar disorders · 2026Article
- Review
- Identifying Mood Instability and Circadian Rest-Activity Patterns Using Digital Remote Monitoring and Actigraphy in Participants at Risk for Bipolar Disorder.Bipolar disorders · 2026Article
- Can Physical Activity, Sleep Parameters, and Sleep-Wake Patterns Predict Outcome of Combined Chronotherapy in Mood Disorder During Routine Clinical Practice? An Exploratory Study.Journal of personalized medicine · 2026Article
- Rest-Activity Rhythms and Suicidal Ideation in Pediatric Bipolar Disorder.Bipolar disorders · 2026Article
- Melatonin Circadian Phase Timing and Stability: Associations With Mood Symptoms Among a Clinically-Enriched Sample of Young Adults With Mood Disorders.Journal of pineal research · 2026Article
- Virtual reality combined with biofeedback improves sleep quality and daytime function in patients with chronic insomnia.American journal of translational research · 2026Article
- Circadian rhythm parameters differentiate euthymic, manic and depressive mood states in bipolar disorders - an explorative pilot study.International journal of bipolar disorders · 2025Article
- Towards a neurodevelopmental model of bipolar disorder: a critical review of trait- and state-related functional neuroimaging in adolescents and young adults.Molecular psychiatry · 2025Review
- Forecasting the course of bipolar disorder using rest-activity rhythms: Protocol for a multi-study modelling project.Wellcome open research · 2025Article
- Developing a Sleep Algxorithm to Support a Digital Medicine System: Noninterventional, Observational Sleep Study.JMIR mental health · 2024Observational
- Accurately predicting mood episodes in mood disorder patients using wearable sleep and circadian rhythm features.NPJ digital medicine · 2024Article
- Sleep and circadian disruption in bipolar disorders: From psychopathology to digital phenotyping in clinical practice.Psychiatry and clinical neurosciences · 2024Review
- Bipolar Disorder.Current opinion in neurobiology · 2023Review
- The Actigraphy-Based Identification of Premorbid Latent Liability of Schizophrenia and Bipolar Disorder.Sensors (Basel, Switzerland) · 2023Article
- Can daily actigraphic profiles distinguish between different mood states in inpatients with bipolar disorder? An observational study.Frontiers in psychiatry · 2023Article
- Article
Corrections and comments
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Authors and funding
8 authors at 5 institutions in 3 countries.
Funding
Abstract
Background: Disruptions in rest and activity patterns are core features of bipolar disorder (BD). However, previous methods have been limited in fully characterizing the patterns. There is still a need to capture dysfunction in daily activity as well as rest patterns in order to more holistically understand the nature of 24-h rhythms in BD. Recent developments in the standardization, processing, and analyses of wearable digital actigraphy devices are advancing longitudinal investigation of rest-activity patterns in real time. The current systematic review aimed to summarize the literature on actigraphy measures of rest-activity patterns in BD to inform the future use of this technology. Methods: A comprehensive systematic review using PRISMA guidelines was conducted through PubMed, MEDLINE, PsycINFO, and EMBASE databases, for papers published up to February 2021. Relevant articles utilizing actigraphy measures were extracted and summarized. These papers contributed to three research areas addressed, pertaining to the nature of rest-activity patterns in BD, and the effects of therapeutic interventions on these patterns. Results: Seventy articles were included. BD was associated with longer sleep onset latency and duration, particularly during depressive episodes and with predictive value for worsening of future manic symptoms. Lower overall daily activity was also associated with BD, especially during depressive episodes, while more variable activity patterns within a day were seen in mania. A small number of studies linked these disruptions with differential patterns of brain functioning and cognitive impairments, as well as more adverse outcomes including increased suicide risk. The stabilizing effect of therapeutic options, including pharmacotherapies and chronotherapies, on activity patterns was supported. Conclusion: The use of actigraphy provides valuable information about rest-activity patterns in BD. Although results suggest that variability in rhythms over time may be a specific feature of BD, definitive conclusions are limited by the small number of studies assessing longitudinal changes over days. Thus, there is an urgent need to extend this work to examine patterns of rhythmicity and regularity in BD. Actigraphy research holds great promise to identify a much-needed specific phenotypic marker for BD that will aid in the development of improved detection, treatment, and prevention options.
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