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Sensitivity, specificity and predictive values of linear and nonlinear indices of heart rate variability in stable
Flávio Correa Pivatelli1, Marcio Antonio Dos Santos, Gislaine Buzzini Fernandes
1Serviço de Hemodinâmica e Cardiologia Intervencionista do Hospital de Base - Fundação Faculdade Regional de Medicina (FUNFARME), de São José do Rio Preto (SP) and Departamento de Cardiologia e Cirurgia Cardiovascular da Faculdade de Medicina de São José do Rio Preto (FAMERP), Av, Brigadeiro Faria Lima, 5416, 15090-000, São José do Rio Preto, SP, Brazil. mf60204@gmail.com.
Insights
Decreased heart rate variability (HRV) in stable angina patients is linked to coronary artery disease. Analysis of linear and nonlinear HRV indices can help predict coronary obstruction, aiding prognosis.
Area of Science:
- Cardiology
- Biomedical Engineering
- Physiology
Background:
- Reduced heart rate variability (HRV) is a known predictor of increased morbidity and mortality.
- This study investigates HRV in patients with stable angina undergoing coronary angiography.
Purpose of the Study:
- To evaluate linear and nonlinear HRV indices in stable angina patients.
- To determine the prognostic value of HRV for coronary artery disease (CAD).
Main Methods:
- Analyzed 77 patients undergoing elective coronary angiography, divided into CAD and non-CAD groups.
- Recorded HRV beat-by-beat for 40 minutes, analyzing time-domain (SDNN, NN50, RMSSD) and frequency-domain (ULF, VLF, LF, HF, LF/HF) linear indices.
- Assessed nonlinear indices including SD1, SD2, SD1/SD2, approximate entropy (-ApEn), and others, using Receiver Operating Characteristic (ROC) curves for cutoff points.
Main Results:
- Coronary artery disease (CAD) patients exhibited significantly lower values for SDNN, RMSSD, NN50, HF, SD1, SD2, and -ApEn.
- Specific thresholds for HF (≤ 66 ms2), RMSSD (≤ 23.9 ms), -ApEn (≤ -0.296), and NN50 (≤ 16) demonstrated strong discriminatory power for significant coronary obstruction.
Conclusions:
- Heart Rate Variability Analysis, encompassing both linear and nonlinear domains, is recommended for prognostic evaluation in stable angina patients.
- The overall impairment of HRV indices suggests their utility in assessing cardiovascular risk in this population.
Background:
Decreased heart rate variability (HRV) is related to higher morbidity and mortality. In this study we evaluated the linear and nonlinear indices of the HRV in stable angina patients submitted to coronary angiography.
Methods:
We studied 77 unselected patients for elective coronary angiography, which were divided into two groups: coronary artery disease (CAD) and non-CAD groups. For analysis of HRV indices, HRV was recorded beat by beat with the volunteers in the supine position for 40 minutes. We analyzed the linear indices in the time (SDNN [standard deviation of normal to normal], NN50 [total number of adjacent RR intervals with a difference of duration greater than 50ms] and RMSSD [root-mean square of differences]) and frequency domains ultra-low frequency (ULF) ≤ 0,003 Hz, very low frequency (VLF) 0,003 - 0,04 Hz, low frequency (LF) (0.04-0.15 Hz), and high frequency (HF) (0.15-0.40 Hz) as well as the ratio between LF and HF components (LF/HF). In relation to the nonlinear indices we evaluated SD1, SD2, SD1/SD2, approximate entropy (-ApEn), α1, α2, Lyapunov Exponent, Hurst Exponent, autocorrelation and dimension correlation. The definition of the cutoff point of the variables for predictive tests was obtained by the Receiver Operating Characteristic curve (ROC). The area under the ROC curve was calculated by the extended trapezoidal rule, assuming as relevant areas under the curve ≥ 0.650.
Results:
Coronary arterial disease patients presented reduced values of SDNN, RMSSD, NN50, HF, SD1, SD2 and -ApEn. HF ≤ 66 ms2, RMSSD ≤ 23.9 ms, ApEn ≤-0.296 and NN50 ≤ 16 presented the best discriminatory power for the presence of significant coronary obstruction.
Conclusion:
We suggest the use of Heart Rate Variability Analysis in linear and nonlinear domains, for prognostic purposes in patients with stable angina pectoris, in view of their overall impairment.
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