Cargando…

Circadian rhythm biomarker from wearable device data is related to concurrent antidepressant treatment response

Major depressive disorder (MDD) is associated with circadian rhythm disruption. Yet, no circadian rhythm biomarkers have been clinically validated for assessing antidepressant response. In this study, 40 participants with MDD provided actigraphy data using wearable devices for one week after initiat...

Descripción completa

Detalles Bibliográficos
Autores principales: Ali, Farzana Z., Parsey, Ramin V., Lin, Shan, Schwartz, Joseph, DeLorenzo, Christine
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10148831/
https://www.ncbi.nlm.nih.gov/pubmed/37120493
http://dx.doi.org/10.1038/s41746-023-00827-6
_version_ 1785035055262859264
author Ali, Farzana Z.
Parsey, Ramin V.
Lin, Shan
Schwartz, Joseph
DeLorenzo, Christine
author_facet Ali, Farzana Z.
Parsey, Ramin V.
Lin, Shan
Schwartz, Joseph
DeLorenzo, Christine
author_sort Ali, Farzana Z.
collection PubMed
description Major depressive disorder (MDD) is associated with circadian rhythm disruption. Yet, no circadian rhythm biomarkers have been clinically validated for assessing antidepressant response. In this study, 40 participants with MDD provided actigraphy data using wearable devices for one week after initiating antidepressant treatment in a randomized, double-blind, placebo-controlled trial. Their depression severity was calculated pretreatment, after one week and eight weeks of treatment. This study assesses the relationship between parametric and nonparametric measures of circadian rhythm and change in depression. Results show significant association between a lower circadian quotient (reflecting less robust rhythmicity) and improvement in depression from baseline following first week of treatment (estimate = 0.11, F = 7.01, P = 0.01). There is insufficient evidence of an association between circadian rhythm measures acquired during the first week of treatment and outcomes after eight weeks of treatment. Despite this lack of association with future treatment outcome, this scalable, cost-effective biomarker may be useful for timely mental health care through remote monitoring of real-time changes in current depression.
format Online
Article
Text
id pubmed-10148831
institution National Center for Biotechnology Information
language English
publishDate 2023
publisher Nature Publishing Group UK
record_format MEDLINE/PubMed
spelling pubmed-101488312023-05-01 Circadian rhythm biomarker from wearable device data is related to concurrent antidepressant treatment response Ali, Farzana Z. Parsey, Ramin V. Lin, Shan Schwartz, Joseph DeLorenzo, Christine NPJ Digit Med Article Major depressive disorder (MDD) is associated with circadian rhythm disruption. Yet, no circadian rhythm biomarkers have been clinically validated for assessing antidepressant response. In this study, 40 participants with MDD provided actigraphy data using wearable devices for one week after initiating antidepressant treatment in a randomized, double-blind, placebo-controlled trial. Their depression severity was calculated pretreatment, after one week and eight weeks of treatment. This study assesses the relationship between parametric and nonparametric measures of circadian rhythm and change in depression. Results show significant association between a lower circadian quotient (reflecting less robust rhythmicity) and improvement in depression from baseline following first week of treatment (estimate = 0.11, F = 7.01, P = 0.01). There is insufficient evidence of an association between circadian rhythm measures acquired during the first week of treatment and outcomes after eight weeks of treatment. Despite this lack of association with future treatment outcome, this scalable, cost-effective biomarker may be useful for timely mental health care through remote monitoring of real-time changes in current depression. Nature Publishing Group UK 2023-04-29 /pmc/articles/PMC10148831/ /pubmed/37120493 http://dx.doi.org/10.1038/s41746-023-00827-6 Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) .
spellingShingle Article
Ali, Farzana Z.
Parsey, Ramin V.
Lin, Shan
Schwartz, Joseph
DeLorenzo, Christine
Circadian rhythm biomarker from wearable device data is related to concurrent antidepressant treatment response
title Circadian rhythm biomarker from wearable device data is related to concurrent antidepressant treatment response
title_full Circadian rhythm biomarker from wearable device data is related to concurrent antidepressant treatment response
title_fullStr Circadian rhythm biomarker from wearable device data is related to concurrent antidepressant treatment response
title_full_unstemmed Circadian rhythm biomarker from wearable device data is related to concurrent antidepressant treatment response
title_short Circadian rhythm biomarker from wearable device data is related to concurrent antidepressant treatment response
title_sort circadian rhythm biomarker from wearable device data is related to concurrent antidepressant treatment response
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10148831/
https://www.ncbi.nlm.nih.gov/pubmed/37120493
http://dx.doi.org/10.1038/s41746-023-00827-6
work_keys_str_mv AT alifarzanaz circadianrhythmbiomarkerfromwearabledevicedataisrelatedtoconcurrentantidepressanttreatmentresponse
AT parseyraminv circadianrhythmbiomarkerfromwearabledevicedataisrelatedtoconcurrentantidepressanttreatmentresponse
AT linshan circadianrhythmbiomarkerfromwearabledevicedataisrelatedtoconcurrentantidepressanttreatmentresponse
AT schwartzjoseph circadianrhythmbiomarkerfromwearabledevicedataisrelatedtoconcurrentantidepressanttreatmentresponse
AT delorenzochristine circadianrhythmbiomarkerfromwearabledevicedataisrelatedtoconcurrentantidepressanttreatmentresponse