ArticleTranslational psychiatry2021
Heart rate variability in late pregnancy: exploration of distinctive patterns in relation to maternal mental health.
Article in Translational psychiatry, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 15 papers, 1 of them a synthesis that pooled it.
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
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Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
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Who cites it
15 citing papers in PubMed, 1 synthesis or guideline pooled it, 26 citations in OpenAlex.
- Panic disorder during pregnancy and the first three years after delivery: a systematic review.BMC pregnancy and childbirth · 2025Pooled it
- Auriculotherapy for anxiety, quality of life and fear of COVID-19 in pregnant women: a randomized clinical trial.Revista brasileira de enfermagem · 2025Trial
- Article
- A continuous real-world dataset comprising wearable-based heart rate variability alongside sleep diaries.Scientific data · 2025Article
- From prenatal maternal anxiety and respiratory sinus arrhythmia to toddler internalizing problems: The role of infant negative affectivity.Development and psychopathology · 2025Article
- A Scoping Review of Studies Reporting Heart Rate Variability Measurement Among Pregnant and Postpartum People Using Wearable Technology.Biological research for nursing · 2025Article
- Depressive symptoms and heart rate variability in perinatal women: A narrative review.Japan journal of nursing science : JJNS · 2025Review
- Maternal high BMI: Sex-dimorphic alterations in maternal and offspring stress indices.Psychoneuroendocrinology · 2025Article
- Heart rate variability and perinatal depressive symptoms: A scoping review protocol.Brain, behavior, & immunity - health · 2024Article
- Maternal heart rate variability at 3-months postpartum is associated with maternal mental health and infant neurophysiology.Scientific reports · 2024Article
- Investigating heart rate variability measures during pregnancy as predictors of postpartum depression and anxiety: an exploratory study.Translational psychiatry · 2024Article
- Anxiety in pregnancy and stress responsiveness: An exploratory study of heart rate variability, cortisol, and alpha-amylase in the third trimester.Journal of neuroendocrinology · 2023Article
- The Use of Photoplethysmography in the Assessment of Mental Health: Scoping Review.JMIR mental health · 2023Article
- Monitoring one heart to help two: heart rate variability and resting heart rate using wearable technology in active women across the perinatal period.BMC pregnancy and childbirth · 2022Article
- Psychoneuroimmunology in the context of perinatal depression - Tools for improved clinical practice.Brain, behavior, & immunity - health · 2021Article
Corrections and comments
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Authors and funding
9 authors at 3 institutions in 3 countries.
Funding
Abstract
Exploration of photoplethysmography (PPG), a technique that can be translated to the clinic, has the potential to assess the autonomic nervous system (ANS) through heart rate variable (HRV) in pregnant individuals. This novel study explores the complexity of mental health of individuals in a clinical sample responding to a task in late pregnancy; finding those with several types of past or current anxiety disorders, greater trait anxiety, or greater exposure to childhood traumatic events had significantly different HRV findings from the others in the cohort. Lower high frequency (HF), a measure of parasympathetic activity, was found for women who met the criteria for the history of obsessive-compulsive disorder (OCD) (p = 0.004) compared with women who did not meet the criteria for OCD, and for women exposed to greater than five childhood traumatic events (p = 0.006) compared with those exposed to four or less childhood traumatic events. Conversely higher low frequency (LF), a measure thought to be impacted by sympathetic system effects, and the LF/HF ratio was found for those meeting criteria for a panic disorder (p = 0.006), meeting criteria for social phobia (p = 0.002), had elevated trait anxiety (p = 0.006), or exposure to greater than five childhood traumatic events (p = 0.004). This study indicates further research is needed to understand the role of PPG and in assessing ANS functioning in late pregnancy. Study of the impact of lower parasympathetic functioning and higher sympathetic functioning separately and in conjunction at baseline and in relation to tasks during late pregnancy has the potential to identify individuals that require more support and direct intervention.
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.