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Published on: February 14, 2021
Cardiac Baroreflex, HRV, and Statistics: An Interdisciplinary Approach in Hypertension
Nadia Solaro1, Mara Malacarne2, Massimo Pagani2
1Department of Statistics and Quantitative Methods, University of Milano-Bicocca, Milan, Italy.
Insights
This study reveals that the relationship between cardiac baroreflex and heart rate variability (HRV) is influenced by systolic arterial pressure (SAP) levels, with pre-hypertensive individuals showing distinct patterns. Advanced statistical analysis supports these findings, offering new insights into autonomic nervous system regulation.
Area of Science:
- Cardiovascular Physiology
- Bioengineering
- Neurophysiology
- Clinical Medicine
Background:
- Heart rate variability (HRV) and baroreflex function are crucial for cardiovascular regulation.
- Traditional models often simplify baroreflex mechanisms, overlooking sympathetic influences.
- Existing HRV indices serve as proxies for sympatho-vagal balance, aiding in managing conditions like hypertension.
Purpose of the Study:
- To investigate the relationship between cardiac baroreflex (assessed by index α) and HRV indices across varying systolic arterial pressure (SAP) levels.
- To evaluate a novel Autonomic Nervous System Index (ANSI) as a synthesis of HRV.
- To explore potential curvilinear patterns in baroreflex-HRV relationships influenced by SAP.
Main Methods:
- Analysis of beat-by-beat RR intervals from 1154 healthy subjects with a range of SAP.
- Application of advanced statistical methods, including non-parametric and resampling techniques, controlling for age and gender.
- Calculation of cardiac baroreflex index α and a novel ANSI derived from HRV components (RR, variance, LF power).
Main Results:
- A significant overall correlation was found between α and ANSI (r = 0.523, p < 0.001).
- This correlation varied across SAP groups: lower in hypertensives (r = 0.444) and higher in pre-hypertensives (r = 0.618) compared to normotensives (r = 0.5).
- Empirical evidence supports the hypothesis of curvilinear 'umbrella' patterns, with pre-hypertensives exhibiting notable trends.
Conclusions:
- Systolic arterial pressure significantly modulates the relationship between cardiac baroreflex and HRV.
- The novel ANSI shows promise as a comprehensive index of autonomic nervous system activity.
- Pre-hypertension may represent a critical transitional state influencing autonomic regulation patterns.
Abstract:
Interests about the fine underpinnings of cardiovascular beat-by-beat variability have historical roots. Over the last decades, various aspects of the relationships between arterial pressure and heart period were taken as a proxy of the baroreflex in physiology and medicine, stimulating the interest of investigators in several interconnected scientific fields, in particular, bioengineering, neurophysiology, and clinical medicine. Studies of the overall system facilitated the emergence of a simplified negative (vagal) feedback model of the baroreflex and overshadowed the simultaneous interaction with excitatory, sympathetic positive-feedback mechanisms that would, however, better suit the model of a "paired antagonistic (parasympathetic/sympathetic) innervation of the internal organs." From the bioengineering side, the simplicity of obtaining the series of subsequent RR intervals stimulated the analysis of beat-by-beat variations, providing a multitude of heart rate variability (HRV) indices considered as proxies of the underlying sympatho-vagal balance, and participating to the management of several important clinical conditions, such as hypertension. In this context, advanced statistical methods, used in an integrated manner and controlling for age and gender biases, might help shed new light on the relationship between cardiac baroreflex, assessed by the frequency domain index α, and the HRV indices with the varying of systolic arterial pressure (SAP) levels. The focus is also on a novel unitary Autonomic Nervous System Index (ANSI) built as a synthesis of HRV considering its three most informative proxies [RR, RR variance, and the rest-stand difference in the normalized power of low-frequency (LF) variability component]. Data from a relatively large set of healthy subjects (n = 1154) with a broad range of SAP [from normal (n Nt = 778) to elevated (n Ht = 232)] show that, e.g., α and ANSI significantly correlate overall (r = 0.523, p < 0.001), and that this correlation is lower in hypertensives (r = 0.444, p < 0.001) and higher in pre-hypertensives (r = 0.618, p < 0.001) than in normotensives (r = 0.5, p < 0.001). That suggests the existence of curvilinear "umbrella" patterns that might better describe the effects of the SAP states on the relationships between baroreflex and HRV. By a mix of robust, non-parametric and resampling statistical techniques, we give empirical support to this study hypothesis and show that the pre-hypertensive group results at the apex/bottom in most of the studied trends.
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