Predictive Capacity of Beat-to-Beat Blood Pressure Variability for Cardioautonomic and Vascular Dysfunction in Early Metabolic Challenge
| dc.contributor.author | Fares, Souha A. | |
| dc.contributor.author | Bakkar, Nour Mounira Z. | |
| dc.contributor.author | El-Yazbi, Ahmed F. | |
| dc.contributor.department | HSON | |
| dc.contributor.department | Pharmacology and Toxicology | |
| dc.contributor.faculty | Rafic Hariri School of Nursing (HSON) | |
| dc.contributor.faculty | Faculty of Medicine (FM) | |
| dc.contributor.institution | American University of Beirut | |
| dc.date.accessioned | 2025-01-24T12:22:07Z | |
| dc.date.available | 2025-01-24T12:22:07Z | |
| dc.date.issued | 2022 | |
| dc.description.abstract | Diabetic patients present established cardiovascular disease at the onset of diagnostic metabolic symptoms. While premature autonomic and vascular deterioration considered risk factors for major cardiovascular complications of diabetes, present in initial stages of metabolic impairment, their early detection remains a significant challenge impeding timely intervention. In the present study, we examine the utility of beat-to-beat blood pressure variability (BPV) parameters in capturing subtle changes in cardiac autonomic and vascular control distinguishing between various risk categories, independent of the average BP. A rat model of mild hypercaloric (HC) intake was used to represent the insidious cardiovascular changes associated with early metabolic impairment. Invasive hemodynamics were used to collect beat-to-beat BP time series in rats of either sex with different durations of exposure to the HC diet. Linear (standard deviation and coefficient of variation) and nonlinear (approximate entropy, ApEn, and self-correlation of detrended fluctuation analysis, α) BPV parameters were calculated to assess the impact of early metabolic impairment across sexes and feeding durations. HC-fed male, but not female, rats developed increased fat:lean ratio as well as hyperinsulinemia. Unlike linear parameters, multivariate analysis showed that HC-fed rats possessed lower ApEn and higher α, consistent with early changes in heart rate variability and blunting of parasympathetic baroreceptor sensitivity, particularly in males. Moreover, logistic regression demonstrated the superiority of nonlinear parameters of diastolic BPV in predicting a prediabetic disease state. Our findings support the use of nonlinear beat-to-beat BPV for early detection of cardiovascular derangements in the initial stages of metabolic impairment. Copyright © 2022 Fares, Bakkar and El-Yazbi. | |
| dc.identifier.doi | https://doi.org/10.3389/fphar.2022.902582 | |
| dc.identifier.eid | 2-s2.0-85134064168 | |
| dc.identifier.uri | http://hdl.handle.net/10938/34651 | |
| dc.language.iso | en | |
| dc.publisher | Frontiers Media S.A. | |
| dc.relation.ispartof | Frontiers in Pharmacology | |
| dc.source | Scopus | |
| dc.subject | Approximate entropy | |
| dc.subject | Autonomic dysfunction | |
| dc.subject | Blood pressure variability | |
| dc.subject | Metabolic challenge | |
| dc.subject | Self-correlation | |
| dc.subject | Glucose | |
| dc.subject | Insulin | |
| dc.subject | Animal experiment | |
| dc.subject | Animal model | |
| dc.subject | Article | |
| dc.subject | Baroreceptor | |
| dc.subject | Body composition | |
| dc.subject | Bootstrapping | |
| dc.subject | Caloric intake | |
| dc.subject | Cardiac autonomic neuropathy | |
| dc.subject | Cardiac muscle | |
| dc.subject | Cardiometabolic risk factor | |
| dc.subject | Cardiovascular risk factor | |
| dc.subject | Controlled study | |
| dc.subject | Data analysis software | |
| dc.subject | Echocardiography | |
| dc.subject | Entropy | |
| dc.subject | Female | |
| dc.subject | Glucose blood level | |
| dc.subject | Heart function | |
| dc.subject | Heart hemodynamics | |
| dc.subject | Heart rate variability | |
| dc.subject | High calorie diet | |
| dc.subject | Hyperinsulinemia | |
| dc.subject | Impaired glucose tolerance | |
| dc.subject | Insulin blood level | |
| dc.subject | Linear regression analysis | |
| dc.subject | Logistic regression analysis | |
| dc.subject | Male | |
| dc.subject | Metabolic disorder | |
| dc.subject | Multivariate analysis | |
| dc.subject | Nonhuman | |
| dc.subject | Nonlinear regression analysis | |
| dc.subject | Nuclear magnetic resonance | |
| dc.subject | Parasympathetic function | |
| dc.subject | Predictive value | |
| dc.subject | Rat | |
| dc.subject | Receptor sensitivity | |
| dc.subject | Sex difference | |
| dc.subject | Sprague dawley rat | |
| dc.subject | Vascular disease | |
| dc.title | Predictive Capacity of Beat-to-Beat Blood Pressure Variability for Cardioautonomic and Vascular Dysfunction in Early Metabolic Challenge | |
| dc.type | Article |
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