論文

査読有り 責任著者
2018年

Application of empirical mode decomposition to mother and infant physical activity: Synchronization of circadian rhythms is associated with maternal mental health

Methods of Information in Medicine
  • Etsuko Shimizu
  • ,
  • Toru Nakamura
  • ,
  • Jinhyuk Kim
  • ,
  • Kazuhiro Yoshiuchi
  • ,
  • Yoshiharu Yamamoto

57
3
開始ページ
152
終了ページ
157
記述言語
掲載種別
研究論文(学術雑誌)
DOI
10.3414/ME18-02-0001

© 2018 Schattauer. Background: The mutual dependencies between mother and infant circadian rhythms are important for examining disturbances of maternal circadian rhythms, which are considered substantial risk factors for the development of maternal depression during childrearing periods. Objectives: We characterized the mutual dependencies of maternal-infant circadian rhythms by an index of synchronization properties and then tested the hypothesis that such an index, specifically the instantaneous phase differences between their rhythms, is associated with maternal mental health. Methods: We performed longitudinal recordings of maternal symptoms of fatigue, stress, and mood states by ecological momentary assessment, together with simultaneous measurements of mother and infant physical activity data in daily life, on 20 mother-infant pairs for a period of >1 week. The circadian components in their physical activity data were extracted by ensembled bivariate empirical mode decomposition, and the corresponding instantaneous phases were then obtained based on the Hilbert transformation. The associations between diurnal maternal symptoms and absolute phase differences between mother and infant circadian rhythms were tested by multilevel models. Results: Diurnal fatigue and depressive mood scores showed positive and significant correlations (p < 0.05) with the increase in instantaneous mother-infant phase differences, indicating the significant role of synchronization of mother-infant circadian rhythms for maintaining maternal mental health. Conclusions: These findings suggest that modifications of maternal and/or infant circadian rhythms may lead to the improvement of maternal mental health during child-rearing periods.

リンク情報
DOI
https://doi.org/10.3414/ME18-02-0001
PubMed
https://www.ncbi.nlm.nih.gov/pubmed/29719923
URL
http://www.scopus.com/inward/record.url?eid=2-s2.0-85055168105&partnerID=MN8TOARS
URL
http://orcid.org/0000-0002-5340-6333
Scopus Citedby
https://www.scopus.com/inward/citedby.uri?partnerID=HzOxMe3b&scp=85055168105&origin=inward
ID情報
  • DOI : 10.3414/ME18-02-0001
  • ISSN : 0026-1270
  • eISSN : 2511-705X
  • ORCIDのPut Code : 60941352
  • PubMed ID : 29719923
  • SCOPUS ID : 85055168105

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