Circadian rhythm of heart rate and heart rate variability in pregnancy

dc.contributor.authorRasouli, Mahkameh
dc.contributor.authorFeli, Mohammad
dc.contributor.authorAzimi, Iman
dc.contributor.authorHaghayegh, Shahab
dc.contributor.authorSarhaddi, Fatemeh
dc.contributor.authorNiela-Vilen, Hannakaisa
dc.contributor.authorAxelin, Anna
dc.contributor.authorLiljeberg, Pasi
dc.contributor.authorRahmani, Amir M.
dc.contributor.organizationfi=data-analytiikka|en=Data-analytiikka|
dc.contributor.organizationfi=hoitotieteen laitos|en=Department of Nursing Science|
dc.contributor.organizationfi=terveysteknologia|en=Health Technology|
dc.contributor.organization-code1.2.246.10.2458963.20.27201741504
dc.contributor.organization-code1.2.246.10.2458963.20.28696315432
dc.contributor.organization-code1.2.246.10.2458963.20.68940835793
dc.converis.publication-id504714554
dc.converis.urlhttps://research.utu.fi/converis/portal/Publication/504714554
dc.date.accessioned2026-01-21T14:42:23Z
dc.date.available2026-01-21T14:42:23Z
dc.description.abstract<p>The autonomic nervous system (ANS) regulates physiological changes during pregnancy, supporting fetal development and homeostasis. Heart rate (HR) and heart rate variability (HRV) are well-established, non-invasive biomarkers of ANS function. However, their circadian dynamics during pregnancy remain under-explored due to the lack of continuous data collection, a gap now addressed by wearable technology. This study is the first comprehensive investigation of HR and HRV circadian rhythms throughout pregnancy using wearable devices in a free-living setting. We extract longitudinal HR and HRV from smartwatch Photoplethysmography (PPG) data via a machine learning-based pipeline and employ Cosinor analysis to assess circadian rhythm characteristics. Our findings revealed significant HR and HRV circadian patterns over 16 weeks, showing a decline in HRV, an increase in HR rhythm-adjusted mean, and elevated nighttime stress linked to sleep disturbances and daytime fatigue. These results offer valuable insights into ANS regulation during pregnancy and highlight the potential of HR and HRV circadian rhythm parameters as biomarkers for pregnancy complications.<br></p>
dc.identifier.eissn2948-1716
dc.identifier.olddbid213592
dc.identifier.oldhandle10024/196610
dc.identifier.urihttps://www.utupub.fi/handle/11111/55666
dc.identifier.urlhttps://doi.org/10.1038/s44294-025-00107-6
dc.identifier.urnURN:NBN:fi-fe202601216793
dc.language.isoen
dc.okm.affiliatedauthorFeli, Mohammad
dc.okm.affiliatedauthorAzimi, Iman
dc.okm.affiliatedauthorNiela-Vilen, Hannakaisa
dc.okm.affiliatedauthorAxelin, Anna
dc.okm.affiliatedauthorLiljeberg, Pasi
dc.okm.discipline217 Medical engineeringen_GB
dc.okm.discipline3121 Internal medicineen_GB
dc.okm.discipline3123 Gynaecology and paediatricsen_GB
dc.okm.discipline217 Lääketieteen tekniikkafi_FI
dc.okm.discipline3121 Sisätauditfi_FI
dc.okm.discipline3123 Naisten- ja lastentauditfi_FI
dc.okm.internationalcopublicationinternational co-publication
dc.okm.internationalityInternational publication
dc.okm.typeA1 ScientificArticle
dc.publisherNature Portfolio
dc.publisher.countryUnited Kingdomen_GB
dc.publisher.countryBritanniafi_FI
dc.publisher.country-codeGB
dc.relation.articlenumber57
dc.relation.doi10.1038/s44294-025-00107-6
dc.relation.ispartofjournalnpj Women's Health
dc.relation.volume3
dc.source.identifierhttps://www.utupub.fi/handle/10024/196610
dc.titleCircadian rhythm of heart rate and heart rate variability in pregnancy
dc.year.issued2025

Tiedostot

Näytetään 1 - 1 / 1
Ladataan...
Name:
s44294-025-00107-6.pdf
Size:
1.8 MB
Format:
Adobe Portable Document Format