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1.
Physiol Meas ; 36(4): 699-713, 2015 Apr.
Article in English | MEDLINE | ID: mdl-25799313

ABSTRACT

Recently it could be demonstrated that systolic and diastolic blood pressure variability (BPV) as well as segmented Poincare plot analysis (SPPA) contribute to risk stratification in patients suffering from dilated cardiomyopathy (DCM). The aim of this study was to improve the risk stratification applying a multivariate technique including QT variability (QTV). We enrolled and significantly separated 56 low risk and 13 high risk DCM patients by nearly all applied BPV and QTV methods, but not with traditional heart rate variability analysis. The optimum set of two indices calculating the multivariate discriminate analysis (DA) included one BPV index calculated by symbolic dynamics method (DBP(Shannon)) and one index calculated from QTV (QTV(log)) achieving an area under the receiver operating characteristics curve (AUC) of 92%, sensitivity of 92.3% and specificity of 89.3%. Performing only electrocardiogram analysis, the optimum multivariate approach including indices from segmented Poincaré plot analysis and QTV still achieved a remarkable AUC of 88.3%. Increasing the number of indices for multivariate DA up to three, we achieved an AUC of 95.7%, sensitivity of 100% and specificity of 85.7% including one clinical, one BPV and one QTV index. Summarizing, we identified DCM patients with an increased risk of sudden cardiac death applying QTV analysis in a multivariate approach.


Subject(s)
Blood Pressure/physiology , Cardiomyopathy, Dilated/diagnosis , Cardiomyopathy, Dilated/physiopathology , Heart Rate/physiology , Algorithms , Area Under Curve , Blood Pressure Determination , Death, Sudden, Cardiac , Discriminant Analysis , Electrocardiography , Female , Humans , Male , Middle Aged , Multivariate Analysis , ROC Curve , Risk , Risk Assessment/methods , Sensitivity and Specificity
2.
Clin Res Cardiol ; 100(9): 797-805, 2011 Sep.
Article in English | MEDLINE | ID: mdl-21476071

ABSTRACT

OBJECTIVE: We investigated whether there are differences in autonomic cardiovascular regulation in resuscitated patients undergoing therapeutic hypothermia (TH) in relation to the clinical outcome. METHOD: Between 2005 and 2007, 18 consecutive resuscitated patients were enrolled. ECG and blood pressure data were recorded for 48 h during hypothermia and warming up to a body core temperature of 36°C. Autonomic regulation was assessed by applying time, frequency, and non-linear dynamics domain methods from heart rate and blood pressure variability (HRV/BPV) analyses. RESULTS: Nine patients survived with good neurological recovery, and nine patients died during the ICU stay. In both groups, we found a decreased HRV presented by standard deviation of R-R intervals (sdNN) below 50 ms(2) at each time of measurement. Immediately after recovery to a body core temperature of 36°C, a significant higher HRV was found in survivors compared to non-survivors by means of indices sdNN (40.2 ± 19.5 vs. 10.9 ± 4.1 ms(2), P = 0.01), R-R intervals distribution histogram [shannon] (3.7 ± 0.6 vs. 2.2 ± 0.4, P = 0.008), very low frequency band [VLF] (152.2 ± 99.3 vs. 3.4 ± 1.9, P = 0.001) and the variance of the time series of R-R intervals [Wsdvar] (1.16 ± 0.52 vs. 0.29 ± 0.25, P = 0.02) . A decreased spontaneous BPV was found only among survivors comparing blood pressure characteristics within stable hypothermia to the initial state before hypothermia. CONCLUSION: Resuscitated patients show a significantly reduced HRV before, during and after TH. Compared to survivors, the non-survivors show a further and significantly decrease of HRV immediately after hypothermia.


Subject(s)
Autonomic Nervous System/physiology , Cardiopulmonary Resuscitation , Hypothermia, Induced/methods , Adult , Aged , Blood Pressure , Electrocardiography , Female , Heart Arrest/therapy , Heart Rate , Humans , Intensive Care Units , Male , Middle Aged , Nonlinear Dynamics , Survivors , Time Factors , Treatment Outcome
3.
Methods Inf Med ; 49(5): 511-5, 2010.
Article in English | MEDLINE | ID: mdl-20526525

ABSTRACT

BACKGROUND: The prognostic value of heart rate variability in patients with dilated cardiomyopathy (DCM) is limited and does not contribute to risk stratification although the dynamics of ventricular repolarization differs considerably between DCM patients and healthy subjects. Neither linear nor nonlinear methods of heart rate variability analysis could discriminate between patients at high and low risk for sudden cardiac death. OBJECTIVE: The aim of this study was to analyze the suitability of the new developed segmented Poincaré plot analysis (SPPA) to enhance risk stratification in DCM. METHODS: In contrast to the usual applied Poincaré plot analysis the SPPA retains nonlinear features from investigated beat-to-beat interval time series. Main features of SPPA are the rotation of cloud of points and their succeeded variability depended segmentation. RESULTS: Significant row and column probabilities were calculated from the segments and led to discrimination (up to p<0.005) between low and high risk in DCM patients. CONCLUSION: For the first time an index from Poincaré plot analysis of heart rate variability was able to contribute to risk stratification in patients suffering from DCM.


Subject(s)
Cardiomyopathy, Dilated/classification , Cardiomyopathy, Dilated/epidemiology , Models, Cardiovascular , Nonlinear Dynamics , Risk Assessment/methods , Tachycardia/epidemiology , Cardiomyopathy, Dilated/diagnosis , Comorbidity , Electrocardiography , Heart Rate , Humans , Prognosis
4.
Med Eng Phys ; 31(9): 1087-94, 2009 Nov.
Article in English | MEDLINE | ID: mdl-19647469

ABSTRACT

According to the guidelines the indication for Implantable Cardioverter Defibrillator (ICD) implantation is based on the ejection fraction. However, only a fraction of patients with implanted ICD shows live threatening arrhythmic events followed by adequate shocks. For this reason, further research is needed to find a more sensitive risk stratificator for patients prone to ventricular tachycardia or fibrillation. Unfortunately, standard prospective studies are time consuming. An alternative approach is to perform retrospective studies on patients with already implanted ICDs. So far, an implanted ICD is an exclusion criterion for Magnetic Field Imaging (MFI) studies. To overcome this problem several Blind Source Separation (BSS) algorithms have been tested to find out whether it is possible to separate the disturbances from the cardiac signals, in spite of the extreme difference in amplitude. Not all the methods are able to separate cardiac signal and disturbances. Temporal Decorrelation source Separation (TDSEP) is found to be superior both from a separation and performing point of view. For the first time it is possible to extract cardiac signals from measurements disturbed by an ICD, offering the possibility for a QRS-fragmentation analysis in patients with already implanted ICDs.


Subject(s)
Defibrillators, Implantable , Algorithms , Arrhythmias, Cardiac/physiopathology , Electrocardiography/methods , Electromagnetic Fields , Humans , Models, Statistical , Retrospective Studies , Risk , Signal Processing, Computer-Assisted , Tachycardia, Ventricular/physiopathology , Time Factors
5.
Comput Med Imaging Graph ; 33(1): 1-6, 2009 Jan.
Article in English | MEDLINE | ID: mdl-19008074

ABSTRACT

The assessment of myocardial viability is a major diagnostic challenge in patients with coronary artery disease (CAD) after myocardial infarction. Novel threedimensional current density (CD) imaging algorithms use high-resolution magnetic field mapping to determine the electrical activity of myocardial segments at rest. We, for the first time, compared CD activity obtained with several algorithms to 18-F-fluoro-deoxyglucose positron emission tomography (FDG-PET) in evaluation of myocardial viability. Magnetic field maps were obtained in nine adult patients (pt) with CAD and a history of infarction. The criterion for non-viable myocardium was an FDG-PET uptake with less than 45% of the maximum in the respective segments. CD imaging was applied to the left ventricle by using six different methods to solve the inverse problem. Mean CD activity was calculated for a close meshed grid of 90 locations of the left ventricle. A cardiologist compared bull's eye plots of CD and FDG-PET activity by eye. Spearman's correlation coefficients and specificity at a given level of sensitivity (70%) were calculated. Bull's eye plots revealed a significant correlation of CD/PET in 5 pt and no correlation in 3 pt. One pt had a negative correlation. The six different CD reconstruction methods performed similar. While CD reconstruction has the principal potential to image viable myocardium, we found that the reconstructed CD magnitude was low in scar segments but also reduced in some segments with preserved metabolic activity under resting conditions. New vector measurement techniques, the use of additional stress testing and advances in mathematical methodology are expected to improve CD imaging in future.


Subject(s)
Coronary Artery Disease/diagnostic imaging , Magnetic Resonance Imaging/methods , Magnetocardiography/methods , Myocardial Infarction/diagnostic imaging , Positron-Emission Tomography/methods , Aged , Coronary Artery Disease/complications , Electromagnetic Phenomena , Female , Fluorodeoxyglucose F18 , Heart Ventricles/diagnostic imaging , Heart Ventricles/physiopathology , Humans , Imaging, Three-Dimensional/methods , Male , Myocardial Infarction/complications , Rest
6.
Eur J Radiol ; 63(3): 384-90, 2007 Sep.
Article in English | MEDLINE | ID: mdl-17346915

ABSTRACT

OBJECTIVE: To evaluate the impact on cardiac magnetic resonance imaging (CMRI) with adenosine stress and delayed enhancement for indication and follow up after interventional recanalisation of chronic total coronary occlusions (CTOs). MATERIAL AND METHODS: Twenty consecutive patients (15 males; 5 females; mean age 65 years) with CTO verified by cardiac catheterisation referred to CMRI. Sixteen of them got CMRI before and after coronary recanalisation. Wall motion abnormalities (WMAs), first pass perfusion with adenosine and viability were assessed using a 1.5 T MR scanner (Sonata; Siemens). CMRI results were compared with clinical classifications, the results of cardiac catheterisation and follow up angiography. RESULTS: Sixteen patients had a successful recanalisation, 15 of the occluded coronary artery and one of collateral donor artery stenosis. After recanalisation all stress-induced progressive or new wall motion abnormalities (WMAs) of the corresponding segments and in the collateral donor territory (5 patients) and all adenosine induced perfusion defects (PD) or delay (12 patients) were regredient. 13/16 patients showed no transmural and one patient transmural delayed enhancement (DE) indicating myocardial scar. In 10/16 patients CSS grading of angina improved after recanalisation. CONCLUSION: After successful recanalisation of CTOs, patients with preinterventional stress-induced PDs and WMAs in viable myocardium did not display any signs of stress-induced ischemia postinterventionally. A comprehensive CMRI approach, including assessment of rest and stress WMAs, first pass perfusion and myocardial viability represents an important tool for the pre-interventional decision to recanalise CTOs and follow up.


Subject(s)
Adenosine , Coronary Stenosis/physiopathology , Coronary Stenosis/therapy , Magnetic Resonance Imaging, Cine/methods , Vasodilator Agents , Aged , Aged, 80 and over , Angioplasty, Balloon , Cardiac Catheterization , Contrast Media , Female , Humans , Male , Middle Aged , Stents , Vascular Patency
7.
Conf Proc IEEE Eng Med Biol Soc ; 2006: 6426-9, 2006.
Article in English | MEDLINE | ID: mdl-17946766

ABSTRACT

Parameters of heart rate turbulence (HRT) and blood pressure turbulence (BPT) reflect the baroreflex mediated transient acceleration-deceleration response of the sinus node triggered by a premature ventricular complex (PVC) and are known to be useful risk markers in different cardiac diseases. However, the analyses of HRT and BPT are based on the prevalence of PVC. In this study the spontaneous HRT and BPT after most premature normal beats (MPNB) was investigated in comparison to HRT and BPT after PVC. ECG and blood pressure were recorded from 91 patients with dilated cardiomyopathy (DCM) and 45 healthy subjects (REF). In 69% of DCM and 33% of REF data sets PVCs were present. HRT and BPT were determined for all patients with PVC as well as in all patients triggered by MPNB. Univariate statistical analysis of the comparison between DCM and REF revealed similar results for HRT/BPT after PVC and MPNB. In conclusion, HRT and BPT triggered by PVC might be substituted by spontaneous HRT and BPT after MPNB. In contrast to the HRT and BPT after PVC, an increased number of data sets can be included in the analysis and may lead to an enhancement in risk stratification in different cardiac diseases.


Subject(s)
Cardiomyopathy, Dilated/diagnosis , Cardiomyopathy, Dilated/pathology , Heart Rate , Monitoring, Physiologic/methods , Ventricular Premature Complexes/diagnosis , Adult , Blood Pressure , Case-Control Studies , Death , Electrocardiography/methods , Female , Humans , Male , Middle Aged , Models, Statistical , Risk
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