ArticleTranslational psychiatry2024
Investigating heart rate variability measures during pregnancy as predictors of postpartum depression and anxiety: an exploratory study.
Article in Translational psychiatry, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 10 papers.
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Who cites it
10 citing papers in PubMed.
- Advances in Perinatal Depression: A Focus on Screening and Treatment.Journal of clinical medicine · 2026Review
- Contactless depression screening via facial video-derived heart rate variability.Translational psychiatry · 2026Article
- Interpretable Machine Learning Model for Predicting Postpartum Depression: Retrospective Study.JMIR medical informatics · 2025Article
- A method for predicting postpartum depression via an ensemble neural network model.Frontiers in public health · 2025Article
- Depressive symptoms and heart rate variability in perinatal women: A narrative review.Japan journal of nursing science : JJNS · 2025Review
- Auxiliary identification of depression patients using interpretable machine learning models based on heart rate variability: a retrospective study.BMC psychiatry · 2024Article
- Heart rate variability and perinatal depressive symptoms: A scoping review protocol.Brain, behavior, & immunity - health · 2024Article
- A bioecological longitudinal study of depressive symptoms from pregnancy to 36 months postpartum.Journal of affective disorders · 2024Article
- Heart Rate Variability as a Potential Predictor of Response to Intranasal Esketamine in Patients with Treatment-Resistant Depression: A Preliminary Report.Journal of clinical medicine · 2024Article
- Feasibility of Remote Intensive Monitoring: A Novel Approach to Reduce Black Postpartum Maternal Cardiovascular Complications.Journal of midwifery & women's healthArticle
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Authors and funding
8 authors.
Funding
Abstract
Perinatal affective disorders are common, but standard screening measures reliant on subjective self-reports might not be sufficient to identify pregnant women at-risk for developing postpartum depression and anxiety. Lower heart rate variability (HRV) has been shown to be associated with affective disorders. The current exploratory study aimed to evaluate the predictive utility of late pregnancy HRV measurements of postpartum affective symptoms. A subset of participants from the BASIC study (Uppsala, Sweden) took part in a sub-study at pregnancy week 38 where HRV was measured before and after a mild stressor (n = 122). Outcome measures were 6-week postpartum depression and anxiety symptoms as quantified by the Edinburgh Postnatal Depression Scale (EPDS) and the Beck Anxiety Inventory (BAI). In total, 112 women were included in a depression outcome analysis and 106 women were included in an anxiety outcome analysis. Group comparisons indicated that lower pregnancy HRV was associated with depressive or anxious symptomatology at 6 weeks postpartum. Elastic net logistic regression analyses indicated that HRV indices alone were not predictive of postpartum depression or anxiety outcomes, but HRV indices were selected as predictors in a combined model with background and pregnancy variables. ROC curves for the combined models gave an area under the curve (AUC) of 0.93 for the depression outcome and an AUC of 0.83 for the anxiety outcome. HRV indices predictive of postpartum depression generally differed from those predictive of postpartum anxiety. HRV indices did not significantly improve prediction models comprised of psychological measures only in women with pregnancy depression or anxiety.
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