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Multiscale cardiorespiratory complexity reveals autonomic signatures of Rajyoga meditation.

Raghuwansh Singh, Rajanikant Panda, Mika P. Tarvainen, Vivek Ranjan, Anindita Ganguly, Suman Halder

Front Psychol June 4, 2026 DOI: 10.3389/fpsyg.2026.1792917 via PubMed Central

Summary

AI-generated from the abstract

Meditation in trained Rajyoga practitioners produces a consistent physiological signature: heart rate variability (HRV) increases, respiration slows, and the coupling between breathing and heart rate strengthens, indicating greater parasympathetic nervous system engagement. The study measured 55 practitioners across three 10-minute states—before, during, and after meditation—using multiscale HRV metrics. Time-domain and frequency-domain HRV indices rose during meditation and partially recovered afterward, while non-linear measures also shifted significantly. Exploratory sex-stratified analyses suggested possible differences in effect magnitude that require further study. The findings support multiscale cardiorespiratory analysis as an operational marker of altered consciousness during Rajyoga meditation.

Study at a glance

Characteristics Observational cohort Peer reviewed
Sample size 55
Population Trained Rajyoga practitioners (31 male, 24 female)
Intervention Rajyoga meditation
Duration Three consecutive 10-min states: pre-meditation, during meditation, and post-meditation
Key finding Meditation was associated with robust state-dependent modulation of HRV indices, reduced respiration frequency, and strengthened HRV-respiration coupling, consistent with increased parasympathetic engagement.

Abstract

Introduction: Meditation offers a tractable model for probing altered states of consciousness, yet consistent physiological markers remain elusive. This study characterized within-subject autonomic and respiratory modulation across pre-meditation, during-meditation, and post-meditation states in trained Rajyoga practitioners using multiscale heart rate variability (HRV) metrics and HRV-respiration coupling. Sex-stratified analyses were presented exploratorily to summarize state-dependent effects. Methods: A single-lead electrocardiogram (ECG) was recorded from 55 Rajyoga practitioners (31 male, 24 female) during three consecutive 10-min states: pre-meditation, during meditation, and post-meditation. After artifact correction, 27 HRV indices spanning time-domain, frequency-domain, and non-linear dynamics, including multiscale entropy (MSE 1-20), were computed in Kubios HRV Scientific. State-dependent effects were tested using Friedman tests with Bonferroni-adjusted post-hoc contrasts, and cardiorespiratory coupling was assessed through correlations between respiration frequency and low-frequency (LF) and high-frequency (HF) HRV powers. Results: Meditation was associated with robust state-dependent modulation. Time-domain indices and frequency-domain powers increased during meditation with partial post-session recovery, while selected non-linear features shifted significantly. Respiration frequency was reduced, and HRV-respiration coupling was strengthened, consistent with increased parasympathetic engagement. Exploratory sex-stratified summaries indicated potential differences in effect magnitudes that warrant confirmation in studies powered for interaction testing. Discussion: These findings identify a reproducible physiological signature of the meditative state by integrating HRV magnitude, complexity, and cardiorespiratory coupling. The results support the usefulness of multiscale cardiorespiratory analysis as an operational marker of altered consciousness induced by Rajyoga meditation.

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