Predictive Capacity of Beat-to-Beat Blood Pressure Variability for Cardioautonomic and Vascular Dysfunction in Early Metabolic Challenge

dc.contributor.authorFares, Souha A.
dc.contributor.authorBakkar, Nour Mounira Z.
dc.contributor.authorEl-Yazbi, Ahmed F.
dc.contributor.departmentHSON
dc.contributor.departmentPharmacology and Toxicology
dc.contributor.facultyRafic Hariri School of Nursing (HSON)
dc.contributor.facultyFaculty of Medicine (FM)
dc.contributor.institutionAmerican University of Beirut
dc.date.accessioned2025-01-24T12:22:07Z
dc.date.available2025-01-24T12:22:07Z
dc.date.issued2022
dc.description.abstractDiabetic 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.doihttps://doi.org/10.3389/fphar.2022.902582
dc.identifier.eid2-s2.0-85134064168
dc.identifier.urihttp://hdl.handle.net/10938/34651
dc.language.isoen
dc.publisherFrontiers Media S.A.
dc.relation.ispartofFrontiers in Pharmacology
dc.sourceScopus
dc.subjectApproximate entropy
dc.subjectAutonomic dysfunction
dc.subjectBlood pressure variability
dc.subjectMetabolic challenge
dc.subjectSelf-correlation
dc.subjectGlucose
dc.subjectInsulin
dc.subjectAnimal experiment
dc.subjectAnimal model
dc.subjectArticle
dc.subjectBaroreceptor
dc.subjectBody composition
dc.subjectBootstrapping
dc.subjectCaloric intake
dc.subjectCardiac autonomic neuropathy
dc.subjectCardiac muscle
dc.subjectCardiometabolic risk factor
dc.subjectCardiovascular risk factor
dc.subjectControlled study
dc.subjectData analysis software
dc.subjectEchocardiography
dc.subjectEntropy
dc.subjectFemale
dc.subjectGlucose blood level
dc.subjectHeart function
dc.subjectHeart hemodynamics
dc.subjectHeart rate variability
dc.subjectHigh calorie diet
dc.subjectHyperinsulinemia
dc.subjectImpaired glucose tolerance
dc.subjectInsulin blood level
dc.subjectLinear regression analysis
dc.subjectLogistic regression analysis
dc.subjectMale
dc.subjectMetabolic disorder
dc.subjectMultivariate analysis
dc.subjectNonhuman
dc.subjectNonlinear regression analysis
dc.subjectNuclear magnetic resonance
dc.subjectParasympathetic function
dc.subjectPredictive value
dc.subjectRat
dc.subjectReceptor sensitivity
dc.subjectSex difference
dc.subjectSprague dawley rat
dc.subjectVascular disease
dc.titlePredictive Capacity of Beat-to-Beat Blood Pressure Variability for Cardioautonomic and Vascular Dysfunction in Early Metabolic Challenge
dc.typeArticle

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