Cargando…

Temporal Associations of Daily Changes in Sleep and Depression Core Symptoms in Patients Suffering From Major Depressive Disorder: Idiographic Time-Series Analysis

BACKGROUND: There is a strong link between sleep and major depression; however, the causal relationship remains unclear. In particular, it is unknown whether changes in depression core symptoms precede or follow changes in sleep, and whether a longer or shorter sleep duration is related to improveme...

Descripción completa

Detalles Bibliográficos
Autores principales: Lorenz, Noah, Sander, Christian, Ivanova, Galina, Hegerl, Ulrich
Formato: Online Artículo Texto
Lenguaje:English
Publicado: JMIR Publications 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7206522/
https://www.ncbi.nlm.nih.gov/pubmed/32324147
http://dx.doi.org/10.2196/17071
_version_ 1783530434117763072
author Lorenz, Noah
Sander, Christian
Ivanova, Galina
Hegerl, Ulrich
author_facet Lorenz, Noah
Sander, Christian
Ivanova, Galina
Hegerl, Ulrich
author_sort Lorenz, Noah
collection PubMed
description BACKGROUND: There is a strong link between sleep and major depression; however, the causal relationship remains unclear. In particular, it is unknown whether changes in depression core symptoms precede or follow changes in sleep, and whether a longer or shorter sleep duration is related to improvements of depression core symptoms. OBJECTIVE: The aim of this study was to investigate temporal associations between sleep and depression in patients suffering from major depressive disorder using an idiographic research approach. METHODS: Time-series data of daily sleep assessments (time in bed and total sleep time) and self-rated depression core symptoms for an average of 173 days per patient were analyzed in 22 patients diagnosed with recurrent major depressive disorder using a vector autoregression model. Granger causality tests were conducted to test for possible causality. Impulse response analysis and forecast error variance decomposition were performed to quantify the temporal mutual impact of sleep and depression. RESULTS: Overall, 11 positive and 5 negative associations were identified between time in bed/total sleep time and depression core symptoms. Granger analysis showed that time in bed/total sleep time caused depression core symptoms in 9 associations, whereas this temporal order was reversed for the other 7 associations. Most of the variance (10%) concerning depression core symptoms could be explained by time in bed. Changes in sleep or depressive symptoms of 1 SD had the greatest impact on the other variable in the following 2 to 4 days. CONCLUSIONS: Longer rather than shorter bedtimes were associated with more depression core symptoms. However, the temporal orders of the associations were heterogeneous.
format Online
Article
Text
id pubmed-7206522
institution National Center for Biotechnology Information
language English
publishDate 2020
publisher JMIR Publications
record_format MEDLINE/PubMed
spelling pubmed-72065222020-05-11 Temporal Associations of Daily Changes in Sleep and Depression Core Symptoms in Patients Suffering From Major Depressive Disorder: Idiographic Time-Series Analysis Lorenz, Noah Sander, Christian Ivanova, Galina Hegerl, Ulrich JMIR Ment Health Original Paper BACKGROUND: There is a strong link between sleep and major depression; however, the causal relationship remains unclear. In particular, it is unknown whether changes in depression core symptoms precede or follow changes in sleep, and whether a longer or shorter sleep duration is related to improvements of depression core symptoms. OBJECTIVE: The aim of this study was to investigate temporal associations between sleep and depression in patients suffering from major depressive disorder using an idiographic research approach. METHODS: Time-series data of daily sleep assessments (time in bed and total sleep time) and self-rated depression core symptoms for an average of 173 days per patient were analyzed in 22 patients diagnosed with recurrent major depressive disorder using a vector autoregression model. Granger causality tests were conducted to test for possible causality. Impulse response analysis and forecast error variance decomposition were performed to quantify the temporal mutual impact of sleep and depression. RESULTS: Overall, 11 positive and 5 negative associations were identified between time in bed/total sleep time and depression core symptoms. Granger analysis showed that time in bed/total sleep time caused depression core symptoms in 9 associations, whereas this temporal order was reversed for the other 7 associations. Most of the variance (10%) concerning depression core symptoms could be explained by time in bed. Changes in sleep or depressive symptoms of 1 SD had the greatest impact on the other variable in the following 2 to 4 days. CONCLUSIONS: Longer rather than shorter bedtimes were associated with more depression core symptoms. However, the temporal orders of the associations were heterogeneous. JMIR Publications 2020-04-23 /pmc/articles/PMC7206522/ /pubmed/32324147 http://dx.doi.org/10.2196/17071 Text en ©Noah Lorenz, Christian Sander, Galina Ivanova, Ulrich Hegerl. Originally published in JMIR Mental Health (http://mental.jmir.org), 23.04.2020. https://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work, first published in JMIR Mental Health, is properly cited. The complete bibliographic information, a link to the original publication on http://mental.jmir.org/, as well as this copyright and license information must be included.
spellingShingle Original Paper
Lorenz, Noah
Sander, Christian
Ivanova, Galina
Hegerl, Ulrich
Temporal Associations of Daily Changes in Sleep and Depression Core Symptoms in Patients Suffering From Major Depressive Disorder: Idiographic Time-Series Analysis
title Temporal Associations of Daily Changes in Sleep and Depression Core Symptoms in Patients Suffering From Major Depressive Disorder: Idiographic Time-Series Analysis
title_full Temporal Associations of Daily Changes in Sleep and Depression Core Symptoms in Patients Suffering From Major Depressive Disorder: Idiographic Time-Series Analysis
title_fullStr Temporal Associations of Daily Changes in Sleep and Depression Core Symptoms in Patients Suffering From Major Depressive Disorder: Idiographic Time-Series Analysis
title_full_unstemmed Temporal Associations of Daily Changes in Sleep and Depression Core Symptoms in Patients Suffering From Major Depressive Disorder: Idiographic Time-Series Analysis
title_short Temporal Associations of Daily Changes in Sleep and Depression Core Symptoms in Patients Suffering From Major Depressive Disorder: Idiographic Time-Series Analysis
title_sort temporal associations of daily changes in sleep and depression core symptoms in patients suffering from major depressive disorder: idiographic time-series analysis
topic Original Paper
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7206522/
https://www.ncbi.nlm.nih.gov/pubmed/32324147
http://dx.doi.org/10.2196/17071
work_keys_str_mv AT lorenznoah temporalassociationsofdailychangesinsleepanddepressioncoresymptomsinpatientssufferingfrommajordepressivedisorderidiographictimeseriesanalysis
AT sanderchristian temporalassociationsofdailychangesinsleepanddepressioncoresymptomsinpatientssufferingfrommajordepressivedisorderidiographictimeseriesanalysis
AT ivanovagalina temporalassociationsofdailychangesinsleepanddepressioncoresymptomsinpatientssufferingfrommajordepressivedisorderidiographictimeseriesanalysis
AT hegerlulrich temporalassociationsofdailychangesinsleepanddepressioncoresymptomsinpatientssufferingfrommajordepressivedisorderidiographictimeseriesanalysis