Automated detection of atrial fibrillation based on vocal features analysis.

INTRODUCTION: Early detection of atrial fibrillation (AF) is desirable but challenging due to the often-asymptomatic nature of AF. Known screening methods are limited and most of them depend of electrocardiography or other techniques with direct contact with the skin. Analysis of voice signals from natural speech has been reported for several applications in medicine. The study goal was to evaluate the usefulness of vocal features analysis for the detection of AF. METHODS: This prospective study was performed in two medical centers. Patients with persistent AF admitted for cardioversion were enrolled. The patients pronounced the vowels "Ahh" and "Ohh" were recorded synchronously with an ECG tracing. An algorithm was developed to provide an "AF indicator" for detection of AF from the speech signal. RESULTS: A total of 158 patients were recruited. The final analysis of "Ahh" and "Ohh" syllables was performed on 143 and 142 patients, respectively. The mean age was 71.4 ± 9.3 and 43% of patients were females. The developed AF indicator was reliable. Its numerical value decreased significantly in sinus rhythm (SR) after the cardioversion ("Ahh": from 13.98 ± 3.10 to 7.49 ± 1.58; "Ohh": from 11.39 ± 2.99 to 2.99 ± 1.61). The values at SR were significantly more homogenous compared to AF as indicated by a lower standard deviation. The area under the receiver operating characteristic curve was >0.98 and >0.89 ("Ahh" and "Ohh," respectively, p < .001). The AF indicator sensitivity is 95% with 82% specificity. CONCLUSION: This study is the first report to demonstrate feasibility and reliability of the identification of AF episodes using voice analysis with acceptable accuracy, within the identified limitations of our study methods. The developed AF indicator has higher accuracy using the "Ahh" syllable versus "Ohh."

Myocardial extracellular volume quantification by computed tomography predicts outcomes in patients with severe aortic stenosis.

BACKGROUND: The extent of myocardial fibrosis in patients with severe aortic stenosis might have an important prognostic value. Non-invasive imaging to quantify myocardial fibrosis by measuring extracellular volume fraction might have an important clinical utility prior to aortic valve intervention. METHODS: Seventy-five consecutive patients with severe aortic stenosis, and 19 normal subjects were prospectively recruited and underwent pre- and post-contrast computed tomography for estimating myocardial extracellular volume fraction. Serum level of galectin-3 was measured and 2-dimensional echocardiography was performed to characterize the extent of cardiac damage using a recently published aortic stenosis staging classification. RESULTS: Extracellular volume fraction was higher in patients with aortic stenosis compared to normal subjects (40.0±11% vs. 21.6±5.6%; respectively, p<0.001). In patients with aortic stenosis, extracellular volume fraction correlated with markers of left ventricular decompensation including New York Heart Association functional class, left atrial volume, staging classification of aortic stenosis and lower left ventricular ejection fraction. Out of 75 patients in the AS group, 49 underwent TAVI, 6 surgical AVR, 2 balloon valvuloplasty, and 18 did not undergo any type of intervention. At 12-months after aortic valve intervention, extracellular volume fraction predicted the combined outcomes of stroke and hospitalization for heart failure with an area under the curve of 0.77 (95% confidence interval: 0.65-0.88). A trend for correlation between serum galectin-3 and extracellular volume was noted. CONCLUSION: In patients with severe aortic stenosis undergoing computed tomography before aortic valve intervention, quantification of extracellular volume fraction correlated with functional status and markers of left ventricular decompensation, and predicted the 12-months composite adverse clinical outcomes. Implementation of this novel technique might aid in the risk stratification process before aortic valve interventions.

Natural History and Disease Progression of Early Cardiac Amyloidosis Evaluated by Echocardiography.

Since the diagnosis of cardiac amyloidosis (CA) is often delayed, echocardiographic findings are frequently indicative of advanced cardiomyopathy. We aimed to describe early echocardiographic features in patients subsequently diagnosed with CA. Preamyloid diagnosis echocardiographic studies were screened for structural and functional parameters and stratified according to the pathogenetic subtype (immunoglobulin light-chain [AL] or amyloid transthyretin [ATTR]). Abnormalities were defined based on published guidelines. Our cohort included 75 CA patients of whom 42 (56%) were diagnosed with AL and 33 (44%) with ATTR. Forty-two patients had an earlier echocardiography exam available for review. Patients presented with increased wall thickness (1.3 [interquartile range {IQR} 1.0, 1.5] cm) ≥3 years before the diagnosis of CA and relative wall thickness was increased (0.47 [IQR 0.41, 0.50]) ≥7 years prediagnosis. One to 3 years before CA diagnosis restrictive left ventricular (LV) filling pattern was present in 19% of patients and LV ejection fraction ≤50% was present in 21% of patients. Right ventricular dysfunction was detected concomitantly with disease diagnosis. The echocardiographic phenotype of ATTR versus AL-CA showed increased relative wall thickness (0.74 [IQR 0.62, 0.92] versus 0.62 [IQR 0.54, 0.76], p = 0.004) and LV mass index (144 [IQR 129, 191] versus 115 [IQR 105, 146] g/m2, p = 0.020) and reduced LV ejection fraction (50 [IQR 44, 58] versus (60 [IQR 53, 60]%, p = 0.009) throughout the time course of CA progression, albeit survival time was similar. In conclusion, increased wall thickness and diastolic dysfunction in CA develop over a time course of several years and can be diagnosed in their earlier stages by standard echocardiography.

Prior Carpal Tunnel Syndrome and Early Concomitant Echocardiographic Findings Among Patients With Cardiac Amyloidosis.

BACKGROUND: We aimed to characterize patients with systemic amyloidosis stratified by a prior diagnosis of carpal tunnel syndrome (CTS) and to describe early echocardiographic parameters concomitant with CTS. METHODS AND RESULTS: Patients with suspected amyloidosis during CTS diagnosis were excluded. Our cohort included 108 patients with systemic amyloidosis of which 36% had a prior CTS at a median of 4 years (interquartile range [IQR] 2.8-6.7 years) before disease diagnosis. Patients with prior CTS were more likely to present subsequently with cardiac amyloidosis (78% vs 53%, P = .013), yet overall survival was comparable between groups (53% vs 61%, P = .825). Prior CTS was more commonly diagnosed in subsequent patients with transthyretin (62%) than in patients with immunoglobulin light chain (24%, P < .001). Furthermore, in a subanalysis of patients subsequently diagnosed with cardiac amyloidosis, findings at CTS diagnosis (n = 17) demonstrated a mild increase in septal thickness 1.3 cm (IQR 1.2-1.5 cm), increased relative wall thickness 0.46 cm (IQR 0.45-0.58 cm), and increased left ventricular mass index 155 g/m2(IQR 92-177 g/m2) compared with age-adjusted normal range echocardiographic values. Doppler mitral flow data was supportive of left ventricular diastolic dysfunction. CONCLUSIONS: Early echocardiographic findings at CTS diagnosis, preceding the diagnosis of cardiac amyloidosis by several years, are suggestive of increased wall thickness and diastolic dysfunction.

Temporal Trends in the Characteristics, Management and Outcomes of Patients With Acute Coronary Syndrome According to Their Killip Class.

Based on the historical Killip Classification, higher Killip class is associated with increased mortality in patients with acute coronary syndrome (ACS), yet data on current prognosis are lacking. We sought to examine temporal trends in the management and outcomes of patients admitted with an ACS by Killip class and to assess its contemporary prognostic value. Time-dependent analysis (early-period 2000 to 2008 vs late-period 2010 to 2016) in patients with lower (=1) and higher (≥2) Killip classes in a national ACS survey. Clinical outcomes included 30d MACE (death, myocardial infarction, stroke, unstable angina, stent thrombosis, urgent revascularization) and 1-year mortality. Included were 9,736 and 5,288 patients in the early and late time-periods of which 18.5% and 11.5% were categorized as higher Killip class, respectively (p <0.001). Baseline co-morbidities (diabetes, hypertension, dyslipidemia) were more prevalent in the late versus early time periods in both study groups (p <0.001). Rates of 30d MACE decreased in both Killip classes (p <0.001), yet 1-year mortality decreased only in patients with lower Killip class (p = 0.02), and remained extremely high (30%) in patients with higher Killip class (p = 0.75). Killip class was a significant independent predictor for 1-year mortality, both in the early (adjusted hazard ratio 3.23, confidence interval 2.8, 3.7) and late (adjusted hazard ratio 4.13, confidence interval 3.21, 5.32) time periods. In conclusion, even in the current era, patients presenting with ACS and higher Killip class have poor 1-year survival. Efforts should focus on improving the adherence to guideline-recommended therapies. The Killip classification system is still a reliable prognostic tool.

The evolving role of percutaneous ventricular assist devices in high-risk cardiac patients.

The Impella is a mechanical circulatory support device that supports ventricular function. Since 2008, when the first Impella device received Food and Drug Administration clearance, its use has become increasingly prevalent. A variety of Impella devices are available, and are differentiated by size, power, and insertion techniques. These versions of the Impella have been used in a multitude of clinical scenarios, both emergent and elective, including high-risk coronary interventions, acute myocardial infarction complicated by cardiogenic shock, decompensated left and right heart failure, high-risk ventricular tachycardia ablations, and aortic valvuloplasty. However, the available evidence supporting its use is less than robust, primarily consisting of case reports and registries, with a limited number of randomized-controlled trials comparing the Impella with the intra-aortic balloon pump. Although these trials show that the Impella provides better hemodynamic support compared with the intra-aortic balloon pump, they failed to show a survival benefit for the Impella. This finding may have a number of explanations, foremost the inherent difficulty of selecting appropriate patients for trials that are conducted in extreme clinical settings. In this study, we discuss the mechanism of the Impella and the different types of Impella devices available, and review the medical literature for evidence of its efficacy in treating cardiac patients. Although the Impella has become ubiquitous in certain markets, such as in the USA, it has yet to be a part of the standard of care for patients in Israel.

Characterization of surface antigens of reticulated immature platelets.

Reticulated platelets (RPs) are immature platelets with high dense granules content and a residual amount of megakaryocyte-derived of mRNA. Increased level of RPs has been found to be an independent predictor of cardiovascular ischemic events, and has been associated with impaired response to various anti-platelet drugs. The study aimed to characterize and compare the surface antigenic properties of reticulated versus mature platelets. Platelets from healthy individuals and diabetic patients were tested at rest and after activation with adenosine diphosphate (ADP). For each patient, we calculated the proportion of RPs and mature platelets using flow cytometry analysis with thiazole orange staining (for RPs) and CD42b platelet-specific antibody. We also tested the surface expression of P-selectin and Annexin V, by double staining flow cytometry in RPs versus mature platelets. A total of 20 subjects were recruited (10 healthy individuals, 10 diabetics). Activation with ADP did not cause a significant change in the proportion of RPs. Following activation, RPs demonstrated a significant increase in the expression of both P-selectin and Annexin V, while mature platelets exhibited a non-significant increase in both markers. These findings were consistent in both healthy subjects and patients with diabetes. In conclusion, RPs have a significantly higher capacity to increase the expression of platelet activation markers compared with mature platelets.