Sarraf, Mohammad

Abstract Aims Coronary angiography might contain clinically relevant information, beyond its traditional role in delineating coronary artery disease. We sought to explore the role of deep learning (DL) in detecting right ventricular dysfunction from routinely acquired cine images during coronary angiography. Methods and results 3D-convolutional neural networks (CNN) were trained to identify right ventricle (RV) dysfunction from diagnostic angiography of the right coronary artery (RCA). The model’s input was two cine angiograms from LAO and RAO projections. The model’s output was normal vs. abnormal RV function. Ground truth on RV function was obtained from the nearest transthoracic echocardiogram to the coronary angiogram. Two analyses were performed to identify (i) any RV dysfunction (≥mild) and (ii) significant RV dysfunction (≥mild–moderate). A total of 10 336 coronary angiograms from 9849 patients (mean age 66, 36% women) were included. The cohort was split into training (70%), validation (15%), and testing (15%) sets. In the testing sets, the models attained an area under the ROC curve (AUC), sensitivity, and specificity of 0.82 (95% CI: 0.80–0.84), 0.75, and 0.74, for detecting any RV dysfunction, and 0.83 (95% CI: 0.80–0.86), 0.82, and 0.70 for detecting significant (≥mild–moderate) RV dysfunction. Combining an ECG-driven AI model with the angio-driven model improved the AUC values to 0.83 and 0.87 for detecting any or advanced RV dysfunction, respectively. Conclusion A novel deep learning algorithm yielded acceptable classification accuracy in detecting RV dysfunction from routine cine angiography of the RCA. The model’s performance improved further by adding ECG to its inputs.

Abstract Background The standard modifiable cardiovascular risk factors (SMuRFs: hypertension, diabetes mellitus, dyslipidemia, and cigarette smoking) are known to play a major role in the pathogenesis of coronary heart disease (CHD). Despite endeavors aiming at primary and secondary prevention of these risk factors, CHD has remained a leading cause of mortality and morbidity worldwide. A considerable proportion of patients admitted with acute coronary syndrome (ACS) have no SMuRFs, the outcomes of whom following percutaneous coronary intervention (PCI) are debated. Further, sex differences within this population have yet to be established. Purpose The present study aimed to evaluate the association between SMuRF-less status and post-PCI outcomes among patients with ACS. Further, we sought to determine possible sex differences in the post-PCI outcomes related to the SMuRF-less status. Methods This retrospective cohort study included 7847 patients with ACS who underwent PCI. The study outcomes were all-cause mortality and major adverse cardio-cerebrovascular events (MACCE). The association between the absence of SMuRFs (SMuRF-less status) and outcomes among all the patients and each sex was assessed using logistic and Cox proportional hazard regressions. A separate landmark analysis with the landmark (cutoff) set at 30 days after the index procedure was performed as well. Models were adjusted for age, sex, body mass index, chronic obstructive pulmonary disease, cerebrovascular accident, previous myocardial infarction, estimated glomerular filtration rate, ejection fraction, and left main disease. Results Approximately 11% of the study population had none of the SMuRFs. The SMuRF-less and SMuRF+ groups aged 63.10 ±8.91 (85.1% males) and 62.53 ± 10.91 years (74.9% males), respectively. During 12.13 [11.99-12.36] months of follow-up, the followings were respective event numbers in the SMuRF-less and SMuRF+ groups: all-cause mortality: 35 (4.1%) and 273 (3.9%); MACCE: 99 (11.6%) and 898 (12.8%). All-cause mortality (adjusted-hazard ratio (HR): 1.01, 95%CI: 0.88-1.46, P: 0.731), and MACCE (adjusted-HR: 0.93, 95%CI:0.81-1.12, P: 0.412) did not differ between patients with and without SMuRFs (Figure 1). Sex-stratified analyses recapitulated similar outcomes between SMuRF+ and SMuRF-less men. In contrast, SMuRF-less women had significantly higher all-cause mortality (adjusted-HR:1.41, 95%CI: 1.02-3.21, P: 0.008) than SMuRF+ women (Figure 1). Notably, following landmark analyses, this significant association among women disappeared (adjusted-HR: 0.99, 95%CI: 0.41-2.59, P:0.991), implying that its significance stemmed, to some extent, from higher 30-day mortality (Figure 1,2). Conclusions Almost one in 10 patients with ACS who underwent PCI had no SMuRFs. The absence of SMuRFs did not confer any benefit in terms of in-hospital mortality, one-year mortality, and MACCE. Even worse, SMuRF-less women paradoxically had an excessive risk of one-year mortality.

Importance In patients with severe aortic valve stenosis at intermediate surgical risk, transcatheter aortic valve replacement (TAVR) with a self-expanding supra-annular valve was noninferior to surgery for all-cause mortality or disabling stroke at 2 years. Comparisons of longer-term clinical and hemodynamic outcomes in these patients are limited. Objective To report prespecified secondary 5-year outcomes from the Symptomatic Aortic Stenosis in Intermediate Risk Subjects Who Need Aortic Valve Replacement (SURTAVI) randomized clinical trial. Design, Setting, and Participants SURTAVI is a prospective randomized, unblinded clinical trial. Randomization was stratified by investigational site and need for revascularization determined by the local heart teams. Patients with severe aortic valve stenosis deemed to be at intermediate risk of 30-day surgical mortality were enrolled at 87 centers from June 19, 2012, to June 30, 2016, in Europe and North America. Analysis took place between August and October 2021. Intervention Patients were randomized to TAVR with a self-expanding, supra-annular transcatheter or a surgical bioprosthesis. Main Outcomes and Measures The prespecified secondary end points of death or disabling stroke and other adverse events and hemodynamic findings at 5 years. An independent clinical event committee adjudicated all serious adverse events and an independent echocardiographic core laboratory evaluated all echocardiograms at 5 years. Results A total of 1660 individuals underwent an attempted TAVR (n = 864) or surgical (n = 796) procedure. The mean (SD) age was 79.8 (6.2) years, 724 (43.6%) were female, and the mean (SD) Society of Thoracic Surgery Predicted Risk of Mortality score was 4.5% (1.6%). At 5 years, the rates of death or disabling stroke were similar (TAVR, 31.3% vs surgery, 30.8%; hazard ratio, 1.02 [95% CI, 0.85-1.22]; P = .85). Transprosthetic gradients remained lower (mean [SD], 8.6 [5.5] mm Hg vs 11.2 [6.0] mm Hg; P < .001) and aortic valve areas were higher (mean [SD], 2.2 [0.7] cm 2 vs 1.8 [0.6] cm 2 ; P < .001) with TAVR vs surgery. More patients had moderate/severe paravalvular leak with TAVR than surgery (11 [3.0%] vs 2 [0.7%]; risk difference, 2.37% [95% CI, 0.17%- 4.85%]; P = .05). New pacemaker implantation rates were higher for TAVR than surgery at 5 years (289 [39.1%] vs 94 [15.1%]; hazard ratio, 3.30 [95% CI, 2.61-4.17]; log-rank P < .001), as were valve reintervention rates (27 [3.5%] vs 11 [1.9%]; hazard ratio, 2.21 [95% CI, 1.10-4.45]; log-rank P = .02), although between 2 and 5 years only 6 patients who underwent TAVR and 7 who underwent surgery required a reintervention. Conclusions and Relevance Among intermediate-risk patients with symptomatic severe aortic stenosis, major clinical outcomes at 5 years were similar for TAVR and surgery. TAVR was associated with superior hemodynamic valve performance but also with more paravalvular leak and valve reinterventions.

Introduction: Mitral paravalvular leak (PVL) occurs in 7-17% of patients after mitral valve surgery. The percutaneous closure of these defects has become a novel treatment to prevent repeat operations. Hypothesis: We hypothesize flow dynamics correlate with clinical outcomes of patients undergoing percutaneous mitral PVL closure. Methods: We retrospectively studied 148 patients who underwent percutaneous PVL closure between 2004 and 2014 at Mayo Clinic. We measured the continuous wave (CW) Doppler time velocity integral (TVI), E velocity (as a surrogate for V wave) across the mitral valve and left ventricular ejection fraction (LVEF) by transthoracic echocardiogram within 7 days before and after PVL closure. We identified patients as non-responders if there was moderate to severe residual mitral regurgitation. t-Test was used for continuous variables and Fisher exact test was used mortality. Results: Overall, the mean CW TVI was markedly reduced by PVL closure (93±14 vs. 58±5cm, p<0.02). The E velocity also decreased after closure (3.1±0.4 vs. 1.9±0.1m/sec, p<0.04). LVEF, however, was reduced after PVL closure (62%±2 vs. 53%±1.5, p<0.02). Among non-responders (34/148 patients), there was no significant difference between the CW and E velocity before and after the procedure (CW TVI: 96±16 vs. 83+13cm, E velocity: 2.5±0.5 vs. 2.3±0.3m/sec, p=NS). The estimated 5-year mortality of patients with no or mild residual mitral regurgitation was markedly lower compared to non-responders, 43% vs 71%, p<0.05. Conclusions: The flow dynamics across the mitral valve immediately after PVL closure may correlate with long term clinical outcomes. Real time assessment of flow by transesophageal echocardiogram can be used to guide the extent of PVL closure required to change the long term clinical outcomes. Further validation and prospective studies are required.

Background— Percutaneous closure of prosthetic mitral valve paravalvular leak (PVL) has emerged as an alternative to surgical treatment in high-risk patients. Limited data exist on the impact of successful percutaneous PVL closure on midterm outcomes. Methods and Results— We examined consecutive patients who underwent percutaneous mitral PVL closure at Mayo Clinic, Rochester, MN, between January 2006 and January 2017. Procedural success, in-hospital outcomes, and midterm mortality were assessed. A total of 231 patients underwent percutaneous mitral PVL repair at a mean age of 67±12 years. Mean time from mitral valve replacement to percutaneous PVL repair was 1.25 (0.31–7.25) years. One hundred sixty-two patients (70%) had ≤mild PVL after the procedure. Compared with those who had >mild residual PVL, patients with ≤mild residual PVL had lower rates of repeat surgical interventions (6% versus 17%; P =0.004) and lower all-cause mortality at 30 days (1% versus 14%; P <0.001) and 1 year (15% versus 39%; P <0.001). Survival at 3 years was 61% in patients who had ≤mild residual leak and 47% in patients with higher grade of residual PVL ( P =0.002). Conclusions— In a large consecutive cohort of patients undergoing percutaneous mitral PVL closure, successful percutaneous reduction of the PVL to mild or less was associated with significant midterm survival benefit.

Background— The introduction of transcatheter aortic valve replacement (TAVR) led to renewed interest in balloon aortic valvuloplasty (BAV). We sought to assess contemporary trends in BAV utilization and their outcomes. Methods and Results— The Nationwide Inpatient Sample was used to identify patients who underwent BAV between 2004 and 2013. In-hospital morbidity and mortality, and predictors of death after BAV were assessed. Outcomes of propensity-matched groups of patients undergoing elective BAV or TAVR were evaluated. BAV utilization increased from 707 cases in 2004 to 3715 cases in 2013 (national estimates). Procedural and in-hospital mortality were 1.4% and 8.5%, respectively. Vascular complications occurred in 7.0% of cases, blood transfusion in 17.5%, clinical stroke in 1.8%, and pacemaker implantation in 3.0%. The strongest predictors of in-hospital death were cardiogenic shock (odds ratio, 6.01; 95% confidence interval, 4.19–8.61; P <0.001), need for left ventricular assist device (odds ratio, 3.48; 95% confidence interval, 2.25–5.36; P <0.001), coagulopathy (odds ratio, 2.19; 95% confidence interval, 1.51–3.18; P <0.001), and low institutional volume of BAV (odds ratio, 1.58; 95% confidence interval, 1.06–2.37; P =0.03). In propensity-matched patients undergoing elective BAV or TAVR, rates of in-hospital mortality (2.9% versus 3.5%; P =0.60), clinical stroke (1.6% versus 3.1%; P =0.10), and vascular complications (8.2% versus 10.9%; P =0.14) were similar. However, BAV was associated with lower rates of pacemaker implantation (2.9% versus 8.0%; P <0.001) and blood transfusion (12.8% versus 22.9%; P <0.001). Conclusions— In a contemporary national registry, BAV is associated with significant morbidity and mortality that are similar to TAVR. With the substantial increase in BAV utilization and the continuous improvement in TAVR outcomes, these data have important implications to aid clinicians in the selection of appropriate BAV candidates.

BackgroundPercutaneous paravalvular leak (PVL) closure is an alternative treatment option for severely symptomatic, high‐surgical risk patients with PVL. Some patients require multiple percutaneous PVL closure procedures. However, the procedural characteristics and success rate of re‐do PVL closure have not been well studied.AimsThe aim of this study is to investigate the indications, procedural characteristics, technical success rate, and 30‐day major adverse cardiovascular events (MACE) in patients who underwent re‐do PVL closure.MethodsConsecutive patients who underwent percutaneous paramitral or paraaortic leak closure at Mayo Clinic, Rochester, Minnesota from 2004 through 2015 were studied. Clinical and procedural characteristics of patients who underwent re‐do PVL closure were compared to age‐ and sex‐matched patients who underwent their first percutaneous PVL closure. Procedure success and 30‐day MACE were compared in both the groups.ResultsAmong 223 identified percutaneous PVL closures, 16 (7%) were re‐do procedures. Patients who underwent re‐do PVL closure were predominantly men (87.5%) with a mean age of 68 ± 15 years and an estimated mean Society of Thoracic Surgery (STS) 30‐day mortality of 4.6 ± 2.8. Half of the re‐do PVL closures were performed on mechanical valves and 62.5% were performed on paramitral defects. Indications for re‐do PVL closure were: (1) emergence of new significant paravalvular defects in 50%, (2) incomplete index defect closure in 43.75%, and (3) index procedural complication in 6.25% of the cases. Procedural success was 75% in re‐do procedures vs. 85.4% in age‐ and sex‐matched control group (P = 0.45). Thirty‐day MACE was 12.5% in the re‐do group compared to 4.2% in the age‐ and‐sex matched patients who underwent PVL closure for the first time (P = 0.35).ConclusionRe‐do percutaneous PVL closure is feasible with favorable procedural success rate and low 30‐day MACE. Development of new paravalvular defects is the most common indication for re‐do PVL closure, highlighting the importance of careful longitudinal monitoring and follow‐up. © 2017 Wiley Periodicals, Inc.

BackgroundThe MitraClip® system is a newer percutaneous device that has shown promising results but data on its safety and efficacy in low‐ and high‐surgical risk populations continues to evolve. We performed a systematic review of the published studies reporting the safety and efficacy of MitraClip® implantation for treatment of moderate to severe and severe mitral regurgitation (MR).MethodsReviewers independently searched for relevant articles in Medline and abstracted clinical information based on pre‐defined criteria and end‐points. Patients were classified as low‐ or high‐surgical risk for conventional mitral valve (MV) surgery based on Society of Thoracic Surgeons score, EuroSCORE, or surgeon discretion. Primary safety outcome was 30‐day mortality and primary efficacy outcomes were freedom from death, ≥3+ MR, and requirement for MV surgery during follow‐up.ResultsImmediate and long‐term outcomes of 16 studies, including 2980 patients (age 73.7 ± 0.6 years; 63.3% males) receiving the MitraClip®, were analyzed. Acute procedural success rate was 91.4% with a procedural mortality of 0.1%. Mortality at 30 days and long‐term (310 days) follow‐up was 4.2 and 15.8%, respectively and was significantly higher in the high‐risk group (P = 0.003 and 0.019, respectively). Incidence of major procedural adverse outcomes was relatively low with blood transfusion accounting for most events. At follow‐up, the number of patients with ≥3+ MR reduced from 96.3% to 14.7% (P < 0.001), and those with NYHA class III/IV reduced from 83.2% to 23.4% (P < 0.001).ConclusionMitraClip® implantation for moderate to severe or severe MR appears to be safe with a very low procedural mortality. There is significant improvement in functional outcomes although long‐term mortality is high, especially in high surgical risk patients. © 2013 Wiley Periodicals, Inc.