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1.
JACC Case Rep ; 18: 101916, 2023 Jul 19.
Article in English | MEDLINE | ID: mdl-37545690

ABSTRACT

Subaortic stenosis secondary to subaortic membrane is the second most common form of left ventricular outflow tract obstruction. We present the case of a 70-year-old male patient who presented with a 6-week history of progressive signs of heart failure. Multimodality imaging was required to confirm the presence of a subaortic membrane. (Level of Difficulty: Beginner.).

2.
Curr Opin Cardiol ; 38(3): 275-279, 2023 05 01.
Article in English | MEDLINE | ID: mdl-37016997

ABSTRACT

PURPOSE OF REVIEW: This article aims to shed light on the major implications of the new allocation system by discussing the observed outcomes and complications and suggesting a few steps to prevent and manage those potential challenges. RECENT FINDINGS: The new allocation system implemented in 2018 aimed to prioritize high-risk patients and provide a better equitable opportunity for heart transplantation. However, despite the success in reducing wait-list mortality, this change brought up many direct and indirect challenges to patient care, such as worsening ischemic time and an increase in the use of temporary mechanical support at the expense of durable LVADs. Moreover, the parallel advancement in LVAD technology and the associated improvement in patient outcomes added another layer to the complexity of shared decision-making in the advanced heart failure population. SUMMARY: LVAD patient population is expected to continue to expand. This growth will also be accompanied by longer wait-time and a higher prevalence of LVAD complications. Advanced technologies such as wireless devices and remote monitoring are quite promising in that regard. Also, advanced artificial intelligence algorithms might help to improve patient selection, ameliorate early detection of complications, and offer further guidance to manage those complications.


Subject(s)
Heart Failure , Heart Transplantation , Heart-Assist Devices , Humans , Artificial Intelligence , Heart Failure/surgery , Patient Selection , Treatment Outcome
3.
Methodist Debakey Cardiovasc J ; 18(1): 17-22, 2022.
Article in English | MEDLINE | ID: mdl-35769165

ABSTRACT

We describe an 83-year-old woman who presented to the emergency department with extreme thirst. Diagnostic testing revealed Takotsubo cardiomyopathy. Following symptomatic improvement and discharge, she returned to the emergency department with exudative pericardial effusion and elevated intrapericardial pressures. This case illustrates the importance of close follow-up of Takotsubo patients in whom complications such as pericardial effusion may lead to cardiac tamponade and hemodynamic instability if not managed properly.


Subject(s)
Cardiac Tamponade , Pericardial Effusion , Takotsubo Cardiomyopathy , Aged , Aged, 80 and over , Cardiac Tamponade/diagnostic imaging , Cardiac Tamponade/etiology , Cardiac Tamponade/therapy , Female , Humans , Pericardial Effusion/diagnostic imaging , Pericardial Effusion/etiology , Pericardial Effusion/therapy , Takotsubo Cardiomyopathy/diagnostic imaging , Takotsubo Cardiomyopathy/therapy
4.
Circ Arrhythm Electrophysiol ; 13(7): e008210, 2020 07.
Article in English | MEDLINE | ID: mdl-32538136

ABSTRACT

BACKGROUND: Cardiac resynchronization therapy (CRT) improves heart failure outcomes but has significant nonresponse rates, highlighting limitations in ECG selection criteria: QRS duration (QRSd) ≥150 ms and subjective labeling of left bundle branch block (LBBB). We explored unsupervised machine learning of ECG waveforms to identify CRT subgroups that may differentiate outcomes beyond QRSd and LBBB. METHODS: We retrospectively analyzed 946 CRT patients with conduction delay. Principal component analysis (PCA) dimensionality reduction obtained a 2-dimensional representation of preCRT 12-lead QRS waveforms. k-means clustering of the 2-dimensional PCA representation of 12-lead QRS waveforms identified 2 patient subgroups (QRS PCA groups). Vectorcardiographic QRS area was also calculated. We examined following 2 primary outcomes: (1) composite end point of death, left ventricular assist device, or heart transplant, and (2) degree of echocardiographic left ventricular ejection fraction (LVEF) change after CRT. RESULTS: Compared with QRS PCA Group 2 (n=425), Group 1 (n=521) had lower risk for reaching the composite end point (HR, 0.44 [95% CI, 0.38-0.53]; P<0.001) and experienced greater mean LVEF improvement (11.1±11.7% versus 4.8±9.7%; P<0.001), even among patients with LBBB with QRSd ≥150 ms (HR, 0.42 [95% CI, 0.30-0.57]; P<0.001; mean LVEF change 12.5±11.8% versus 7.3±8.1%; P=0.001). QRS area also stratified outcomes but had significant differences from QRS PCA groups. A stratification scheme combining QRS area and QRS PCA group identified patients with LBBB with similar outcomes to non-LBBB patients (HR, 1.32 [95% CI, 0.93-1.62]; difference in mean LVEF change: 0.8% [95% CI, -2.1% to 3.7%]). The stratification scheme also identified patients with LBBB with QRSd <150 ms with comparable outcomes to patients with LBBB with QRSd ≥150 ms (HR, 0.93 [95% CI, 0.67-1.29]; difference in mean LVEF change: -0.2% [95% CI, -2.7% to 3.0%]). CONCLUSIONS: Unsupervised machine learning of ECG waveforms identified CRT subgroups with relevance beyond LBBB and QRSd. This method may assist in objective classification of bundle branch block morphology in CRT.


Subject(s)
Cardiac Resynchronization Therapy , Diagnosis, Computer-Assisted , Electrocardiography , Heart Failure/therapy , Signal Processing, Computer-Assisted , Unsupervised Machine Learning , Aged , Bundle-Branch Block/diagnosis , Bundle-Branch Block/etiology , Bundle-Branch Block/physiopathology , Cardiac Resynchronization Therapy/adverse effects , Cardiac Resynchronization Therapy/mortality , Disease Progression , Female , Heart Failure/diagnosis , Heart Failure/mortality , Heart Failure/physiopathology , Heart Transplantation , Heart-Assist Devices , Humans , Male , Middle Aged , Predictive Value of Tests , Recovery of Function , Retrospective Studies , Risk Assessment , Risk Factors , Stroke Volume , Time Factors , Treatment Outcome , Ventricular Function, Left
5.
J Cardiovasc Electrophysiol ; 31(5): 1182-1186, 2020 05.
Article in English | MEDLINE | ID: mdl-32108406

ABSTRACT

BACKGROUND: Cardiac resynchronization therapy (CRT) is indicated in patients with medically refractory heart failure and wide QRS duration. While much is known about predictors of left ventricular (LV) remodeling after CRT implantation and short-term mortality, limited data exist on long-term outcomes after CRT placement. METHODS: We retrospectively reviewed all patients undergoing CRT implantation at our center between 2003 and 2008 and examined mortality using institutional electronic records, social security death index, and online obituary search. We included only patients with preimplant echoes with LV ejection fraction (LVEF) 35% or below. Variable selection was performed using stepwise regression and models were compared using goodness-of-fit criteria. A final model was validated with the bootstrap regression method. RESULTS: Out of the 877 CRT patients undergoing implantation during this time, 287 (32.7%) survived longer than 10 years. Significant (P < .05) predictors of survival in our multivariate model were age, left ventricular diastolic diameter, sex, presence of nonischemic vs ischemic cardiomyopathy, QRS duration, atrial fibrillation, BNP levels, and creatinine levels at the time of CRT implantation. A model using the odds ratios from these variables had a receiver operating curve with an area under the curve score of 0.816 (standard error, 0.019) at predicting survival or freedom from LVAD or heart transplant for longer than 10 years after CRT implantation. The specificity for factors 3 or above and 5 or above was 68% and 77%, respectively. CONCLUSION: A large proportion of patients are still alive 10 years after CRT implantation. Variables at the time of CRT implant can help provide prognostic information to patients and electrophysiologists to determine the long-term benefit and survival of patients after CRT implantation.


Subject(s)
Cardiac Resynchronization Therapy Devices , Cardiac Resynchronization Therapy , Heart Failure/therapy , Aged , Cardiac Resynchronization Therapy/adverse effects , Cardiac Resynchronization Therapy/mortality , Female , Heart Failure/diagnosis , Heart Failure/mortality , Heart Failure/physiopathology , Humans , Male , Middle Aged , Recovery of Function , Retrospective Studies , Risk Assessment , Risk Factors , Survivors , Time Factors , Treatment Outcome
6.
J Card Fail ; 26(3): 227-232, 2020 Mar.
Article in English | MEDLINE | ID: mdl-31881279

ABSTRACT

INTRODUCTION: Cardiac resynchronization therapy (CRT) has been shown to improve survival in patients with systolic heart failure, wide QRS duration, and left-bundle-branch-block. However, CRT outcomes stratified by right ventricular (RV) function at implant have not been well studied. METHODS: We retrospectively reviewed patients at Cleveland Clinic who underwent CRT implantation (n = 777) from 2003 to 2011 with a diagnosis of heart failure, echocardiography with both pre-CRT left ventricular ejection fraction (LVEF) ≤35% and available post-CRT echocardiography at 6 months post-implant. CRT response was defined as LVEF improvement ≥5%. Patients were separated into 2 groups: normal or mild RV dysfunction (n = 570) labeled Normal RV; moderate to severe dysfunction (n = 207) labeled RV DYSFXN based on qualitative echocardiography assessment. Survival was calculated as time from CRT implant to death, left ventricular assist device implant, or heart transplant. RESULTS: CRT response was significantly higher in patients with Normal RV (67%) compared with patients with RV DYSFXN (56%; P = .006). Kaplan-Meier analysis showed that CRT patients with Normal RV had significantly greater survival compared with patients with RV DYSFXN (P < .001). In multivariable Cox regression accounting for a priori covariates, RV DYSFXN was associated with worse survival (HR 1.41 [95% CI: 1.14-1.75], P = .002) and lower CRT response (HR 0.66 [95% CI: 0.44-0.97], P = .03). CONCLUSION: Baseline RV dysfunction at CRT implant is an important predictor of worsened left ventricular remodeling and survival in CRT patients.


Subject(s)
Cardiac Resynchronization Therapy , Heart Failure , Ventricular Dysfunction, Right , Heart Failure/therapy , Humans , Retrospective Studies , Stroke Volume , Treatment Outcome , Ventricular Dysfunction, Right/diagnostic imaging , Ventricular Dysfunction, Right/therapy , Ventricular Function, Left
7.
Open Heart ; 6(2): e001067, 2019.
Article in English | MEDLINE | ID: mdl-31354957

ABSTRACT

Objective: Determine the prognostic impact of scar quantification (scar %) by cardiac magnetic resonance (CMR) in predicting heart failure admission, death and left ventricular (LV) function improvement following cardiac resynchronisation therapy (CRT), after controlling for the presence of left bundle branch block (LBBB), QRS duration (QRSd) and LV lead tip location and polarity. Methods: Consecutive patients who underwent CMR between 2002 and 2014 followed by CRT were included. The primary endpoint was death or heart failure admission. The secondary endpoint was change in ejection fraction (EF) ≥3 months after CRT. Cox proportional hazards, linear regression models and change in the area under the receiver operating characteristic curve (AUC) were used. Results: A total of 84 patients were included (63% male, 51% with ischaemic cardiomyopathy). After adjusting for clinical factors, presence of LBBB and QRSd and LV lead tip location and polarity, greater scar % remained associated with a higher risk for clinical events (HR=1.06; 95% CI 1.02 to 1.10; p<0.001) and a smaller improvement in EF (slope: -0.61%; 95% CI -0.93% to 0.29%; p<0.001). When adding scar % to QRSd and LBBB, there was significant improvement in predicting clinical events at 3 years (AUC increased to 0.831 from 0.638; p=0.027) and EF increase ≥10% (AUC 0.869 from 0.662; p=0.007). Conclusion: Scar quantification by CMR has an incremental value in predicting response to CRT, in terms of heart failure admission, death and EF improvement, independent of the presence of LBBB, QRSd, LV lead tip location and polarity.

8.
J Cardiovasc Electrophysiol ; 30(10): 1979-1983, 2019 10.
Article in English | MEDLINE | ID: mdl-31211474

ABSTRACT

INTRODUCTION: In patients with chronic systolic heart failure and frequent right ventricular pacing (RVP), upgrade to cardiac resynchronization therapy (CRT) has become common practice despite a lack of randomized clinical trials. We aimed to evaluate long term outcomes in patients upgraded to CRT from chronic RVP compared with de novo CRT implants. METHODS AND RESULTS: We reviewed medical charts on consecutive patients with a left ventricular ejection fraction (LVEF) ≤ 35% and a QRSd ≥ 120 ms undergoing CRT. Survival free of left ventricular assist device (LVAD) and a heart transplant was compared amongst patients on the basis of pre-CRT QRS morphology. Improvement in LVEF was also compared across groups. A total of 1260 patients met inclusion criteria of whom 233 were upgraded from chronic RVP. Over a mean follow up 6.5 ± 4.0 years there were 821 endpoints (27 LVAD, 30 heart transplants, and 764 deaths). In a multivariate Cox regression model, upgraded patients had worse outcomes (HR 1.3(1.1-1.7) P = .007) compared with those with native LBBB and similar outcomes to patients with non-LBBB(HR 0.96(0.76-1.21) P = .7). The survival curve for chronic RVP parallels native LBBB for approximately 2.5 years before dropping sharply. Patients with chronic RVP derive similar improvements in LVEF compared with those with LBBB and superior improvements compared with those with non-LBBB. CONCLUSIONS: Despite achieving similar levels of LVEF improvement, patients with systolic heart failure with chronic RVP undergoing upgrade to CRT have inferior long term outcomes compared with patients with native LBBB. Long term outcomes with CRT in patients with chronic RVP, RBBB, and IVCD are similar.


Subject(s)
Bundle-Branch Block/therapy , Cardiac Resynchronization Therapy Devices , Cardiac Resynchronization Therapy , Heart Failure, Systolic/therapy , Ventricular Function, Right , Aged , Bundle-Branch Block/diagnosis , Bundle-Branch Block/physiopathology , Cardiac Resynchronization Therapy/adverse effects , Chronic Disease , Disease Progression , Female , Heart Failure, Systolic/diagnosis , Heart Failure, Systolic/physiopathology , Heart Transplantation , Heart-Assist Devices , Humans , Male , Middle Aged , Recovery of Function , Retrospective Studies , Stroke Volume , Time Factors , Treatment Outcome , Ventricular Function, Left
9.
Circ Arrhythm Electrophysiol ; 12(7): e007316, 2019 07.
Article in English | MEDLINE | ID: mdl-31216884

ABSTRACT

BACKGROUND: Cardiac resynchronization therapy (CRT) has significant nonresponse rates. We assessed whether machine learning (ML) could predict CRT response beyond current guidelines. METHODS: We analyzed CRT patients from Cleveland Clinic and Johns Hopkins. A training cohort was created from all Johns Hopkins patients and an equal number of randomly sampled Cleveland Clinic patients. All remaining patients comprised the testing cohort. Response was defined as ≥10% increase in left ventricular ejection fraction. ML models were developed to predict CRT response using different combinations of classification algorithms and clinical variable sets on the training cohort. The model with the highest area under the curve was evaluated on the testing cohort. Probability of response was used to predict survival free from a composite end point of death, heart transplant, or placement of left ventricular assist device. Predictions were compared with current guidelines. RESULTS: Nine hundred twenty-five patients were included. On the training cohort (n=470: 235, Johns Hopkins; 235, Cleveland Clinic), the best ML model was a naive Bayes classifier including 9 variables (QRS morphology, QRS duration, New York Heart Association classification, left ventricular ejection fraction and end-diastolic diameter, sex, ischemic cardiomyopathy, atrial fibrillation, and epicardial left ventricular lead). On the testing cohort (n=455, Cleveland Clinic), ML demonstrated better response prediction than guidelines (area under the curve, 0.70 versus 0.65; P=0.012) and greater discrimination of event-free survival (concordance index, 0.61 versus 0.56; P<0.001). The fourth quartile of the ML model had the greatest risk of reaching the composite end point, whereas the first quartile had the least (hazard ratio, 0.34; P<0.001). CONCLUSIONS: ML with 9 variables incrementally improved prediction of echocardiographic CRT response and survival beyond guidelines. Performance was not improved by incorporating more variables. The model offers potential for improved shared decision-making in CRT (online calculator: http://riskcalc.org:3838/CRTResponseScore ). Significant remaining limitations confirm the need to identify better variables to predict CRT response.


Subject(s)
Cardiac Resynchronization Therapy/standards , Decision Support Techniques , Heart Failure/therapy , Machine Learning , Practice Guidelines as Topic/standards , Stroke Volume , Ventricular Function, Left , Aged , Baltimore , Cardiac Resynchronization Therapy/adverse effects , Cardiac Resynchronization Therapy/mortality , Clinical Decision-Making , Disease Progression , Echocardiography/standards , Female , Heart Failure/diagnosis , Heart Failure/mortality , Heart Failure/physiopathology , Heart Transplantation , Heart-Assist Devices , Humans , Male , Middle Aged , Ohio , Patient Selection , Predictive Value of Tests , Progression-Free Survival , Recovery of Function , Retrospective Studies , Risk Assessment , Risk Factors , Time Factors
10.
Am J Cardiol ; 123(2): 329-333, 2019 01 15.
Article in English | MEDLINE | ID: mdl-30471710

ABSTRACT

Cardiac resynchronization therapy (CRT) has been shown to be beneficial in patients with medically refractory heart failure. Although it has been found to be effective in a wide range of etiologies for nonischemic cardiomyopathy, its role in improving remodeling and survival of patients with cardiac sarcoidosis (CS) remains undefined. We performed a retrospective review of all patients at our institution with CS who underwent implantation of a CRT device from 2007 to 2017. The outcomes of this population were compared with the outcomes of a cohort of patients with nonischemic cardiomyopathy with an etiology other than sarcoidosis. Nineteen patients in our institution with CS underwent CRT implantation during the time period. This group was compared with 311 consecutive patients with other etiologies of nonischemic cardiomyopathy who underwent CRT implantation. CRT improved left ventricular ejection fraction (LVEF) from 28.8% to 35.9% (p <0.05) in CS, whereas it improved LVEF from 25% to 36.6% (p <0.01) in non-CS group (difference in means of 0.13). CRT significantly improved diastolic and systolic LV diameters, mitral regurgitation, and right ventricular systolic function in non-CS patients but failed to improve same parameters in CS patients. In conclusion, CRT significantly improved LVEF in patients with CS. There is no significant evidence that survival outcomes of CRT patients with CS are significantly worse than other etiologies of nonischemic cardiomyopathy.


Subject(s)
Cardiac Resynchronization Therapy , Cardiomyopathies/physiopathology , Sarcoidosis/physiopathology , Ventricular Dysfunction, Left/therapy , Ventricular Remodeling/physiology , Cardiomyopathies/mortality , Diastole/physiology , Female , Humans , Male , Middle Aged , Mitral Valve Insufficiency/physiopathology , Mitral Valve Insufficiency/therapy , Retrospective Studies , Sarcoidosis/mortality , Stroke Volume/physiology , Systole/physiology , Ventricular Dysfunction, Left/physiopathology
11.
Catheter Cardiovasc Interv ; 88(2): 215-24, 2016 Aug.
Article in English | MEDLINE | ID: mdl-25641255

ABSTRACT

OBJECTIVE: We evaluated the ability of post-procedural myocardial blush grade (MBG) to stratify outcomes of patients undergoing percutaneous coronary intervention (PCI) for non-ST segment elevation acute coronary syndromes (NSTE-ACS). BACKGROUND: MBG strongly correlates with survival after reperfusion therapy in patients with ST-segment elevation myocardial infarction (STEMI). METHODS: Of 13,819 NSTE-ACS patients randomized in the ACUITY trial, 3,115 patients underwent PCI and had MBG analyzed by an independent angiographic core laboratory. We examined net adverse clinical events (NACE; composite ischemia or bleeding), composite ischemia (death, MI or ischemia-driven revascularization) and non-CABG major bleeding according to final MBG. RESULTS: At 30 days, patients with MBG-0/1 had higher rates of NACE (25.1% vs. 13.9%, P = 0.002) and composite ischemia (19.1% vs. 9.4%, P = 0.002) than patients with MBG-2/3. At 1-year follow-up, MBG-0/1 patients had significantly higher rates of composite ischemia compared to other patients (27.8% vs. 19.8%, P = 0.02). By multivariable analysis, MBG-0/1 was an independent predictor of 30-day ischemia-driven revascularization (OR 5.74 [2.63, 12.54], P < 0.0001) in the total population and among patients with normal post-PCI epicardial TIMI-3 flow (OR 6.39 [2.06, 19.78], P = 0.001). However, 1-year outcomes were similar between patients with and without normal myocardial perfusion. CONCLUSIONS: In conclusion, MBG is a predictor of 30-day revascularization in the overall population and in patients with normal epicardial flow but fails to stratify 1-year outcomes. Thus, unlike in STEMI patients, the prognostic value of MBG in NSTE-ACS patients appears to be limited to the short-term. © 2015 Wiley Periodicals, Inc.


Subject(s)
Acute Coronary Syndrome/therapy , Coronary Circulation , Coronary Vessels/physiopathology , Non-ST Elevated Myocardial Infarction/therapy , Percutaneous Coronary Intervention , Acute Coronary Syndrome/diagnostic imaging , Acute Coronary Syndrome/physiopathology , Aged , Chi-Square Distribution , Coronary Angiography , Coronary Vessels/diagnostic imaging , Female , Humans , Kaplan-Meier Estimate , Male , Middle Aged , Multivariate Analysis , Myocardial Perfusion Imaging/methods , Non-ST Elevated Myocardial Infarction/diagnosis , Non-ST Elevated Myocardial Infarction/physiopathology , Odds Ratio , Percutaneous Coronary Intervention/adverse effects , Predictive Value of Tests , Proportional Hazards Models , Risk Assessment , Risk Factors , Treatment Outcome
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