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Sensitivity, specificity and predictive values of linear and nonlinear indices of heart rate variability in stable angina patients
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 angiog...
Autores principales: | , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2012
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3549885/ https://www.ncbi.nlm.nih.gov/pubmed/23110977 http://dx.doi.org/10.1186/1755-7682-5-31 |
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author | Pivatelli, Flávio Correa dos Santos, Marcio Antonio Fernandes, Gislaine Buzzini Gatti, Marcio de Abreu, Luiz Carlos Valenti, Vitor E Vanderlei, Luiz Carlos M Ferreira, Celso Adami, Fernando de Carvalho, Tatiana Dias Monteiro, Carlos Bandeira de Mello de Godoy, Moacir Fernandes |
author_facet | Pivatelli, Flávio Correa dos Santos, Marcio Antonio Fernandes, Gislaine Buzzini Gatti, Marcio de Abreu, Luiz Carlos Valenti, Vitor E Vanderlei, Luiz Carlos M Ferreira, Celso Adami, Fernando de Carvalho, Tatiana Dias Monteiro, Carlos Bandeira de Mello de Godoy, Moacir Fernandes |
author_sort | Pivatelli, Flávio Correa |
collection | PubMed |
description | 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 ms(2), 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. |
format | Online Article Text |
id | pubmed-3549885 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2012 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-35498852013-01-24 Sensitivity, specificity and predictive values of linear and nonlinear indices of heart rate variability in stable angina patients Pivatelli, Flávio Correa dos Santos, Marcio Antonio Fernandes, Gislaine Buzzini Gatti, Marcio de Abreu, Luiz Carlos Valenti, Vitor E Vanderlei, Luiz Carlos M Ferreira, Celso Adami, Fernando de Carvalho, Tatiana Dias Monteiro, Carlos Bandeira de Mello de Godoy, Moacir Fernandes Int Arch Med Original Research 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 ms(2), 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. BioMed Central 2012-10-30 /pmc/articles/PMC3549885/ /pubmed/23110977 http://dx.doi.org/10.1186/1755-7682-5-31 Text en Copyright ©2012 Pivatelli et al.; licensee BioMed Central Ltd. http://creativecommons.org/licenses/by/2.0 This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/2.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Original Research Pivatelli, Flávio Correa dos Santos, Marcio Antonio Fernandes, Gislaine Buzzini Gatti, Marcio de Abreu, Luiz Carlos Valenti, Vitor E Vanderlei, Luiz Carlos M Ferreira, Celso Adami, Fernando de Carvalho, Tatiana Dias Monteiro, Carlos Bandeira de Mello de Godoy, Moacir Fernandes Sensitivity, specificity and predictive values of linear and nonlinear indices of heart rate variability in stable angina patients |
title | Sensitivity, specificity and predictive values of linear and nonlinear indices of heart rate variability in stable angina patients |
title_full | Sensitivity, specificity and predictive values of linear and nonlinear indices of heart rate variability in stable angina patients |
title_fullStr | Sensitivity, specificity and predictive values of linear and nonlinear indices of heart rate variability in stable angina patients |
title_full_unstemmed | Sensitivity, specificity and predictive values of linear and nonlinear indices of heart rate variability in stable angina patients |
title_short | Sensitivity, specificity and predictive values of linear and nonlinear indices of heart rate variability in stable angina patients |
title_sort | sensitivity, specificity and predictive values of linear and nonlinear indices of heart rate variability in stable angina patients |
topic | Original Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3549885/ https://www.ncbi.nlm.nih.gov/pubmed/23110977 http://dx.doi.org/10.1186/1755-7682-5-31 |
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