Its robust inverse association with conventional HRV, particularly HF, suggests partial overlap with traditional HRV and supports fragmentation as a complementary marker of beat-to-beat rhythm organization.
Abstract
Background
Heart rate fragmentation (HRF) reflects disorganized beat-to-beat rhythm dynamics not captured by conventional heart rate variability (HRV). This study characterized age-related HRF patterns in psychiatric patients using the percentage of inflection points (PIP) as the primary index and examined differences by sex and diagnosis, as well as associations with conventional HRV.
Methods
We included 3,813 patients with schizophrenia, depressive disorder, anxiety disorder, or sleep disorder across four age groups. Three-minute resting electrocardiograms were used to derive PIP, the percentage of alternating segments (PAS), and the conventional HRV indices RMSSD, SDNN, LF, and HF. Group differences were tested by analysis of covariance. Associations between PIP and HRV were assessed using partial Spearman correlations and multivariable linear regression with covariate adjustment.
Results
PIP increased across age groups, whereas conventional HRV indices declined (all p < 0.001). Males showed higher PIP than females in adolescence and early adulthood, but not in later adulthood. Diagnosis had a significant main effect on PIP, although between-diagnosis differences were modest, and no diagnosis-by-age interaction was observed. PIP was inversely associated with all HRV indices, most strongly with LnHF (all p < 0.001). PAS showed a similar pattern.
Conclusions
HRF was higher in older age groups in this psychiatric sample, showed sex differences that varied across age groups, and displayed limited diagnostic specificity. Its robust inverse association with conventional HRV, particularly HF, suggests partial overlap with traditional HRV and supports fragmentation as a complementary marker of beat-to-beat rhythm organization.
Abstract Background Heart rate variability (HRV) reflects parasympathetic regulation and is typically associated with better health outcomes. However, minoritized populations, particularly African Americans, show a paradoxical pattern of higher resting HRV despite greater cardiovascular risk, a phenomenon known as the...
Giuseppe Salvo, Daniele Bomarsi, F. Laghi et al.· Annals of Behavioral Medicin...· 0 citations
Higher BMI is found to be associated with altered cardiac autonomic function in young adult females, indicating early autonomic imbalance and HRV assessment in relation to BMI may help in early identification of individuals at risk for future cardiovascular dysfunction.
Bijoya Terangpi, Jolly Bhattacharjya· International Journal of Phy...· 0 citations
Objective: The aim of this study was to evaluate heart rate variability (HRV) parameters and ventricular repolarization abnormalities in children with mitral valve prolapse (MVP) compared with healthy controls.
Materials and Methods: This retrospective single-center study included 78 children with MVP and 92 healthy co...
Utku Pamuk, İbrahim İlker Çetin· Turkish Journal of Pediatric...· 0 citations
OBJECTIVE
Pulse rate variability (PRV) derived from photoplethysmography is often used as a surrogate for heart rate variability (HRV) in daily monitoring. However, their interchangeability in older adults and under postural change remains uncertain, potentially leading to misinterpretation in practical usage. Moreover...
R. Lin, M. Klop, F. Halfwerk et al.· IEEE journal of biomedical a...· 0 citations
Impaired HRV is associated with unfavorable functional outcomes and increased all-cause mortality in patients with ischemic stroke, and the identification of autonomic dysfunction may provide additional insights into post-stroke prognosis.
I. Ceren, E. Açıkgöz· Interdisciplinary Medical Jo...· 0 citations
PURPOSE
Childhood trauma has been associated with long-term alterations in psychological functioning and autonomic regulation. However, the psychological processes linking early adverse experiences with individual differences in autonomic function remain insufficiently understood. The present study examined the associa...
Zi-Nan Jiang, Chuang Yu, Shumin Li et al.· Acta Psychologica· 0 citations
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