the high resolution electrocardiography ( ecg ) is designed for the body surface recording of the cardiac signals that are not visible on the standard ecg . signal averaging is an approach to produce a high resolution electrocardiogram . in this type of electrocardiography , late potentials are generated by tissues are activated later than their usual timing in the cardiac cycle.1 we , therefore , designed an observational study aimed at evaluating the possible correlation between the data obtained by the signal - averaged electrocardiography ( saecg ) and left ventricular ( lv ) dimensions and volumes and compare it with the standard ecg . the patients included in the study were selected consecutively among those referred with a diagnosis of heart failure . the inclusion criteria were advanced systolic lv dysfunction ( lv ejection fraction [ lvef ]  35% ) and underlying cause ( idiopathic dilated cardiomyopathy or ischemic heart disease ) . we excluded patients with non - sinus rhythm , previous pacemaker implantation , a recent myocardial infarction ( < 3 months ) , and severe aortic disease . all the patients underwent standard twelve - lead ecg , saecg , and two - dimensional echocardiography . imaging was done in the left lateral decubitus position , recording the parasternal and apical views ( standard long - axis and two- and four - chamber images ) with the aid of a commercially available system ( vingmed 7 , general electric , milwaukee , wi , usa ) . the lv volumes ( end - systolic and end - diastolic ) and lvef were calculated from the conventional apical two- and four - chamber images utilizing the biplane simpson technique . the ecg was recorded at a speed of 25 mm / sec and a scale of 10 mm / mv . qrs durations  0.12 sec ; no q - wave but slurred , broad r waves in leads i , avl , and v6 ; and rs or qs deflections in lead v1 were considered as the ecg features of left bundle branch block ( lbbb ) . on the other hand , qrs durations  120 ms , broad and notched r waves in leads v1 and v2 , and deep s deflections in the left precordial leads and i were noted as the ecg features of right bundle branch block ( rbbb ) . a prolonged qrs not associated with the typical features of bundle branch block was labeled as nonspecific intraventricular conduction delay . filtered qrs durations ( fqrs ) were calculated using the saecg ( hellige ek 56 , marquette , freiburg , germany ) with noise level < 0.3 v and high - pass filtering of 35 hz . the key hardware elements of the system were an amplifier , a convertor for the digitalization of the signals , a signal processor , and a printer . in this system , filtering was applied to reduce the residual noise and improve the identification of the low potentials . linear regression analysis was the chosen method for evaluating the association between the signal - averaged data and the echocardiographic indices . the study population consisted of 86 patients : 67 ( 77.9% ) men and 19 ( 22.1% ) women with a mean age of 54.66  13.23 years ( range : 1879 ) . seventy - two ( 83.8% ) patients were in new york heart association ( nyha ) class iii . the mean qrs duration was 0.14  0.03 sec ( range : 0.080.2 sec ) , and 45 ( 52% ) patients had lbbb morphology . the mean fqrs duration was 145.87  24.89 ms ( range : 86200 ms ) . the mean lvef was 18.31  5.49% ( range : 1033% ) , and 15.3% of the patients had severe mitral regurgitation . detailed echocardiographic characteristics of the patients are presented in table 2 . the multiple linear regression ( stepwise method ) demonstrated that while there was a significant correlation between the fqrs duration and lv end - systolic volume ( r = 0.37 , p value = 0.000 ) ( figure 1-a ) , lv end - systolic diameter ( r = 0.24 , p value = 0.031 ) ( figure 1-b ) , lv end - diastolic volume ( r = 0.31 , p value = 0.004 ) ( figure 1-c ) , and lv end - diastolic diameter ( r = 0.23 , p value = 0.039 ) ( figure 1-d ) , there was no significant correlation between the fqrs duration and lvef . in addition , the relation between age , sex , and underlying disease and the parameters in the model was not significant . there was no statistically significant relation between the qrs duration and lv dimensions , volumes , and ef ( table 3 ) . qrs prolongation ( > 120 ms ) occurs in 14% to 47% of patients with heart failure and is a common finding in approximately 30% . lbbb occurs more commonly than does rbbb ( 25% to 36% vs. 4% to 6%).2 the prolongation of qrs is a significant predictor for lv systolic dysfunction in patients with heart failure . one heart failure study indicated that the incidence of qrs prolongation increased from 10% to 32% and 53% when patients moved from nyha functional class i to class ii and iii , respectively.2 in patients with heart failure , an inverse correlation exists between qrs prolongation and lvef . in a study , a stepwise increase was found in the prevalence of systolic lv dysfunction as the qrs complex duration increased progressively above 120 ms.2 as was stated in previous studies , the baseline qrs duration has no correlation with intraventricular dyssynchrony and is not predictive for clinical and echocardiographic responses.2 , 3 the saecg is a noninvasive test for the risk stratification of sudden cardiac deaths , especially in the survivors of myocardial infarction . this technique results in the improvement of the signal - to - noise ratio , thus allowing analysis of signals that are too small to be detected by routine measurement.4 there are some studies showing a better correlation between the saecg data and intraventricular dyssynchrony.5 , 6 our data showed that the fqrs duration in the saecg had a significant linear correlation with lv diameters and volumes ( despite low correlation coefficients ) and was a better indicator of lv enlargement than was the qrs duration in the standard twelve - lead ecg . hence , the saecg can be more informative than standard ecg in patients with heart failure and may be used more in the future . this study has some major limitations , first and foremost amongst which is its small size , which requires the evaluation of a larger group of patients to confirm its results . another limitation is the heterogeneity of the study population insofar as patients with ischemic or idiopathic dilated cardiomyopathies and patients with intraventricular delay or narrow qrs were all included in this study . in addition , the fact that the study patients were selected from those referred to us certainly creates some selection bias . according to our data , the fqrs duration has a better correlation with lv dimensions and volumes than does the qrs duration in standard ecg . the clinical significance of our findings warrants further investigation .
backgroundthe signal - averaged electrocardiography is a noninvasive method to evaluate the presence of the potentials generated by tissues activated later than their usual timing in the cardiac cycle . 
 the purpose of this study was to demonstrate the correlation between the filtered qrs duration obtained via the signal - averaged electrocardiography and left ventricular dimensions and volumes and then to compare it with the standard electrocardiography.methodswe included patients with advanced systolic left ventricular dysfunction ( ejection fraction  35% ) . 
 all the patients underwent surface twelve - lead electrocardiography , signal - averaged electrocardiography , and echocardiography.resultsthe study included 86 patients with a mean age of 54.66  13.23 years . 
 the mean left ventricular ejection fraction was 18.31  5.49% ; the mean qrs duration was 0.14  0.02 sec ; and 52% of the patients had left bundle branch block . the mean filtered qrs duration was 145.87  24.89 ms . 
 our data showed a significant linear relation between the filtered qrs duration and left ventricular end - systolic volume , left ventricular end - diastolic volume , left ventricular end - systolic diameter , and left ventricular end - diastolic diameter ; the correlation coefficient was , however , not good . 
 there was no significant correlation between the qrs duration and left ventricular diameters and volumes.conclusionthe filtered qrs duration has a better correlation with left ventricular dimensions and volumes than does the qrs duration in the standard electrocardiography .