ABSTRACT
Background: Acute coronary syndrome (ACS) hospital admissions decreased during the start of the COVID-19 outbreak. Information is limited on how Google searches were related to patients' behaviour during this time. Methods: We examined de-identified data from 2019 through 2020 regarding the following monthly items: (i) admissions for ACS from the Veterans Affairs Healthcare System; (ii) out-of-hospital cardiac arrest (OHCA) from the National Emergency Medical Services Information System (NEMSIS) public dataset; and (iii) Google searches for "chest pain," "coronavirus," "chest pressure," and "hospital safe" from Google Trends. We analyzed the trends for ACS admissions, OHCA, and Google searches. Results: During the early months of the first COVID-19 outbreak, the following occurred: (i) Veterans Affairs data showed a significant reduction in ACS admissions at a national and regional (Florida) level; (ii) the NEMSIS database showed a marked increase in OHCA at a national level; and (iii) Google Trends showed a significant increase in the before-mentioned Google searches at a national and regional level. Conclusions: ACS hospital admissions decreased during the beginning of the pandemic, likely owing to delayed healthcare utilization secondary to patients fear of acquiring a COVID-19 infection. Concordantly, the volume of Google searches for hospital safety and ACS symptoms increased, along with OHCA events, during the same time. Our results suggest that Google Trends may be a useful tool to predict patients' behaviour and increase preparedness for future events, but statistical strategies to establish association are needed.
Contexte: Les admissions à l'hôpital pour un syndrome coronarien aigu (SCA) ont diminué au début de la pandémie de COVID-19. Or, il existe peu de données sur les recherches effectuées par les patients dans Google pendant cette période. Méthodologie: Nous avons examiné des données mensuelles dépersonnalisées de 2019 à 2020 sur les éléments suivants : i) admissions pour un SCA dans le système de santé de Veterans Affairs aux États-Unis; ii) arrêts cardiaques extrahospitaliers (ACEH) de l'ensemble de données publiques du National Emergency Medical Services Information System (NEMSIS); et iii) les recherches dans Google selon Google Trends pour « chest pain ¼ (douleur thoracique), « coronavirus ¼, « chest pressure ¼ (oppression thoracique) et « hospital safe ¼ (sécurité dans les hôpitaux). Nous avons également analysé les tendances relatives aux admissions pour un SCA, aux ACEH et aux recherches dans Google. Résultats: Pour les premiers mois de la première vague de COVID-19, les observations sont les suivantes : i) les données de Veterans Affairs ont montré une réduction significative des admissions pour un SCA à l'échelle nationale et régionale (Floride); ii) la base de données du NEMSIS a montré une augmentation marquée des ACEH à l'échelle nationale; et iii) les tendances observées au moyen de Google Trends indiquent une augmentation significative à l'échelle nationale et régionale des recherches dans Google à l'aide des termes mentionnés précédemment. Conclusions: Les admissions à l'hôpital pour un SCA ont diminué au début de la pandémie, probablement en raison de la crainte des patients de contracter la COVID-19, qui les a amenés à repousser le recours à des soins de santé. Pendant la même période, le volume des recherches dans Google à propos de la sécurité dans les hôpitaux et les symptômes de SCA a augmenté, tout comme le nombre d'ACEH. Nos résultats semblent indiquer que Google Trends pourrait être un outil pratique pour prédire les comportements des patients et mieux se préparer aux événements futurs, mais il convient d'élaborer des stratégies statistiques permettant de mieux caractériser ces liens.
ABSTRACT
BACKGROUND: Transcatheter closure of patent foramen ovale (PFO) in patients with cryptogenic stroke reduces the rate of recurrent events. Although presence of thrombophilia increases the risk for paradoxical emboli through a PFO, such patients were excluded from large randomized trials. OBJECTIVES: We compared the safety and efficacy of percutaneous PFO closure in patients with and without a hypercoagulable state. METHODS: Data from 800 consecutive patients undergoing percutaneous PFO closure in our medical center were analyzed. All patients were independently evaluated by specialists in neurology, cardiology, hematology, and vascular medicine. A post-procedural treatment of at least 3 months of anticoagulation was utilized in patients with thrombophilia. Follow-up events included death, recurrent neurological events, and the need for reintervention for significant residual shunt. RESULTS: A hypercoagulable state was found in 239 patients (29.9%). At median follow-up of 41.9 months, there were no differences in the frequencies of stroke or transient ischemic attack between patients with or without thrombophilia (2.5% in non-hypercoagulable group vs. 3.4% in hypercoagulable group, log-rank test p = 0.35). There were no significant differences in baseline demographics, echocardiographic characteristics, procedural success, or complications between groups. CONCLUSION: Percutaneous PFO closure is a safe and effective therapeutic approach for patients with cryptogenic stroke and an underlying hypercoagulable state.
Subject(s)
Embolism, Paradoxical , Foramen Ovale, Patent , Ischemic Attack, Transient , Stroke , Cardiac Catheterization/adverse effects , Embolism, Paradoxical/diagnosis , Embolism, Paradoxical/etiology , Embolism, Paradoxical/prevention & control , Foramen Ovale, Patent/diagnosis , Foramen Ovale, Patent/diagnostic imaging , Humans , Ischemic Attack, Transient/diagnosis , Ischemic Attack, Transient/etiology , Recurrence , Stroke/diagnosis , Stroke/etiology , Treatment OutcomeABSTRACT
Deep neural networks have achieved remarkable success in various challenging tasks. However, the black-box nature of such networks is not acceptable to critical applications, such as healthcare. In particular, the existence of adversarial examples and their overgeneralization to irrelevant, out-of-distribution inputs with high confidence makes it difficult, if not impossible, to explain decisions by such networks. In this paper, we analyze the underlying mechanism of generalization of deep neural networks and propose an (n, k) consensus algorithm which is insensitive to adversarial examples and can reliably reject out-of-distribution samples. Furthermore, the consensus algorithm is able to improve classification accuracy by using multiple trained deep neural networks. To handle the complexity of deep neural networks, we cluster linear approximations of individual models and identify highly correlated clusters among different models to capture feature importance robustly, resulting in improved interpretability. Motivated by the importance of building accurate and interpretable prediction models for healthcare, our experimental results on an ICU dataset show the effectiveness of our algorithm in enhancing both the prediction accuracy and the interpretability of deep neural network models on one-year patient mortality prediction. In particular, while the proposed method maintains similar interpretability as conventional shallow models such as logistic regression, it improves the prediction accuracy significantly.
ABSTRACT
OBJECTIVE: To conduct a systematic scoping review of explainable artificial intelligence (XAI) models that use real-world electronic health record data, categorize these techniques according to different biomedical applications, identify gaps of current studies, and suggest future research directions. MATERIALS AND METHODS: We searched MEDLINE, IEEE Xplore, and the Association for Computing Machinery (ACM) Digital Library to identify relevant papers published between January 1, 2009 and May 1, 2019. We summarized these studies based on the year of publication, prediction tasks, machine learning algorithm, dataset(s) used to build the models, the scope, category, and evaluation of the XAI methods. We further assessed the reproducibility of the studies in terms of the availability of data and code and discussed open issues and challenges. RESULTS: Forty-two articles were included in this review. We reported the research trend and most-studied diseases. We grouped XAI methods into 5 categories: knowledge distillation and rule extraction (N = 13), intrinsically interpretable models (N = 9), data dimensionality reduction (N = 8), attention mechanism (N = 7), and feature interaction and importance (N = 5). DISCUSSION: XAI evaluation is an open issue that requires a deeper focus in the case of medical applications. We also discuss the importance of reproducibility of research work in this field, as well as the challenges and opportunities of XAI from 2 medical professionals' point of view. CONCLUSION: Based on our review, we found that XAI evaluation in medicine has not been adequately and formally practiced. Reproducibility remains a critical concern. Ample opportunities exist to advance XAI research in medicine.
Subject(s)
Artificial Intelligence , Electronic Health Records , Machine Learning , Attitude of Health Personnel , Bibliometrics , Evaluation Studies as Topic , Humans , Logistic Models , Reproducibility of ResultsABSTRACT
OBJECTIVES: This study sought to evaluate the long-term effect of transcatheter patent foramen ovale (PFO) closure on migraineurs with and without aura and examine the effect of residual right-to-left shunt. BACKGROUND: Many studies reported improvement in migraine symptoms after PFO closure, yet randomized trials failed to reach its clinical endpoints. METHODS: The study retrospectively analyzed data from 474 patients who underwent transcatheter PFO closure at Massachusetts General Hospital. Patients completed a migraine burden questionnaire at baseline and at follow-up. Migraine severity is reported as migraine frequency (days/month), average duration (min), and migraine burden (days × min/month). Improvement following closure was defined as complete abolishment of symptoms or >50% reduction in migraine burden. RESULTS: A total of 110 migraineurs who underwent PFO closure were included; 77.0% had aura and 23.0% were without aura, and 91.0% had a cryptogenic stroke. During long-term median follow-up of 3.2 (interquartile range: 2.1 to 4.9) years, there was a significant improvement in migraine symptoms in migraineurs with or without aura. Migraine burden was reduced by >50% in 87.0% of patients, and symptoms were completely abolished in 48%. Presence of aura was associated with abolishment of migraine (odds ratio: 4.30; 95% confidence interval: 1.50 to 12.30; p = 0.006). At 6 months after PFO closure, residual right-to-left shunt was present in 26% of patients. Absence of right-to-left shunt was associated with improvement in migraine burden by >50% (odds ratio: 4.60; 95% confidence interval: 1.30 to 16.10; p = 0.017). CONCLUSIONS: Long-term follow-up after transcatheter PFO closure was associated with significant improvement in migraine burden. Aura was a predictor of abolishing symptoms. Absence of residual right-to-left shunt was a predictor of significant reduction in migraine burden.
Subject(s)
Cardiac Catheterization , Coronary Circulation , Foramen Ovale, Patent/therapy , Migraine Disorders/prevention & control , Adult , Cardiac Catheterization/adverse effects , Cardiac Catheterization/instrumentation , Female , Foramen Ovale, Patent/complications , Foramen Ovale, Patent/diagnostic imaging , Foramen Ovale, Patent/physiopathology , Humans , Male , Middle Aged , Migraine Disorders/diagnosis , Migraine Disorders/etiology , Migraine Disorders/physiopathology , Retrospective Studies , Risk Factors , Septal Occluder Device , Time Factors , Treatment OutcomeABSTRACT
BACKGROUND: High-risk percutaneous coronary interventions (HR-PCI) are prone to hemodynamic instability, resulting in poor outcomes. Acute mechanical circulatory support (AMCS) devices are used during HR-PCI to improve outcomes. However, the clinical criteria for extended AMCS have not been well characterized. The aim of this study was to describe the prevalence and clinical correlates of extended AMCS in patients undergoing elective or urgent HR-PCI. METHODS: We retrospectively analyzed 507 patients enrolled in the catheter-based ventricular assist device (cVAD) registry who underwent elective or urgent HR-PCI with prophylactic use of Impella. The study population was divided into two groups: Impella support removed immediately after PCI (Group A, nâ¯=â¯464) and extended support after PCI (Group B, nâ¯=â¯43). Multivariable regression analysis was used to identify independent predictors of extended AMCS. RESULTS: Baseline characteristics were similar between the groups. Non-ST-elevation myocardial infarction in 26.3% in Group A vs 41.8% in Group B (pâ¯=â¯0.03). PCI of left main was common in Group A (pâ¯=â¯0.02), whereas the right coronary artery was common in Group B (pâ¯<â¯0.001). The mean duration of Impella support 1.1⯱â¯0.6â¯h in Group A vs 11.4⯱â¯16.8â¯h in Group B (pâ¯<â¯0.001). Death and vascular complications were higher with extended Impella support. Revascularization of chronic total occlusion (CTO) was an independent predictor of extended Impella support (OR 3.2, 95% CI 1.20-8.53). CONCLUSIONS: About 9% of patients enrolled in the cVAD registry undergoing elective or urgent HR-PCI received extended Impella support. In-hospital mortality was about 12% in patients requiring extended Impella support. CTO was associated with a higher likelihood of extended AMCS. The hemodynamic benefits of extended AMCS support must be weighed in terms of risk of complications.
Subject(s)
Heart-Assist Devices , Percutaneous Coronary Intervention , Catheters , Heart-Assist Devices/adverse effects , Humans , Prevalence , Registries , Retrospective Studies , Treatment OutcomeABSTRACT
Although fractured coronary wires are a rare occurrence, failure to retrieve them successfully puts patients at undue risk. We offer a technique that can be used when traditional retrieval with a Microsnare system is unsuccessful.
Subject(s)
Coronary Disease/surgery , Device Removal/methods , Mammary Arteries , Percutaneous Coronary Intervention , Aged, 80 and over , Coronary Angiography/methods , Coronary Disease/diagnosis , Coronary Disease/physiopathology , Equipment Failure , Humans , Male , Mammary Arteries/diagnostic imaging , Mammary Arteries/pathology , Mammary Arteries/surgery , Percutaneous Coronary Intervention/adverse effects , Percutaneous Coronary Intervention/instrumentation , Percutaneous Coronary Intervention/methodsABSTRACT
Importance: The 2015 cardiopulmonary resuscitation and emergency cardiovascular care guidelines recommend performing coronary angiography in resuscitated patients after cardiac arrest with or without ST-segment elevation (STE). Objective: To assess the temporal trends, predictors, and outcomes of performing coronary angiography and percutaneous coronary intervention (PCI) in patients resuscitated after out-of-hospital cardiac arrest (OHCA) with initial rhythms of ventricular tachycardia or pulseless ventricular fibrillation (VT/VF). Design, Setting, and Participants: An observational analysis of the use of coronary angiography and PCI in 407â¯974 patients hospitalized after VT/VF OHCA from January 1, 2000, through December 31, 2012, from the Nationwide Inpatient Sample database. Multivariable analysis was used to assess factors associated with coronary angiography and PCI use. Data analysis was performed from December 12, 2015, to January 5, 2016. Main Outcomes and Measures: Temporal trends of coronary angiography, PCI, and survival to discharge in patients with VT/VF OHCA. Results: Among the 407â¯974 patients hospitalized after VT/VF OHCA, 143â¯688 (35.2%) were selected to undergo coronary angiography. The mean (SD) age of the total population was 65.7 (14.9) years, 37.9% were female, and 74.1% were white, 13.4% black, 6.8% Hispanic, and 5.7% other race. Use of coronary angiography increased from 27.2% in 2000 to 43.9% in 2012 (odds ratio, 2.47; 95% CI, 2.25-2.71; P for trend < .001), and PCI increased from 9.5% in 2000 to 24.1% in 2012 (odds ratio, 4.80; 95% CI, 4.21-5.66; P for trend < .001). From 2000 to 2012, coronary angiography and PCI after VT/VF OHCA increased in patients with STE (53.7% to 87.2%, P for trend < .001, and 29.7% to 77.3%, P for trend < .001, respectively) and those without STE (19.3% to 33.9%, P for trend < .001, and 3.5% to 11.8%, P for trend < .001, respectively). There was an associated increasing trend in survival to discharge in the overall population of patients with VT/VF OHCA (46.9% to 60.1%, P for trend < .001) in those with STE (59.2% to 74.3%, P for trend < .001) or without STE (43.3% to 56.8%, P for trend < .001). Conclusions and Relevance: Coronary angiography, PCI, and survival to discharge have increased in VT/VF OHCA survivors from event to hospitalization. However, a significant proportion of patients with VT/VF OHCA, especially those without STE, do not undergo coronary angiography and revascularization. Prospective studies are needed to determine whether this limitation has a survival effect.
Subject(s)
Coronary Angiography , Out-of-Hospital Cardiac Arrest/mortality , Percutaneous Coronary Intervention , Ventricular Fibrillation , Aged , Female , Humans , Middle Aged , Out-of-Hospital Cardiac Arrest/diagnosis , Out-of-Hospital Cardiac Arrest/therapy , Prospective Studies , Retrospective Studies , Tachycardia, VentricularABSTRACT
We highlight the presence of a calcified mass in the left main coronary artery without significant atherosclerosis seen in the other coronary arteries or in the peripheral large arteries. In our view, the calcified character of the obstruction and the calcification of the aortic valve are characteristic of a variant type of coronary artery disease (CAD) not associated with the same risk factors as diffuse coronary atherosclerosis, but, in this case, with rheumatic heart disease. This case report also emphasizes the interventional approach for patients with aortic valve stenosis secondary to rheumatic heart disease.
ABSTRACT
OPINION STATEMENT: Coarctation of the aorta (CoAo) accounts for 9 % of congenital heart defects. Balloon angioplasty has been the conventional endovascular treatment of choice for both native and recurrent coarctation in adults. Recent advancement in stent technology with the development of the covered stents has enhanced the scope for percutaneous management of both native CoAo and post-surgical CoAo. Stent implantation provides better hemodynamic results with larger acute diameter gain and better long-term hemodynamic benefit. Stenting also decreases the incidence of aneurysm formation. The development of biodegradable stents may revolutionize the percutaneous management of coarctation, as the degradation of the stent scaffold within 6 months of implantation will further decrease the incidence of restenosis. In the future stenting may suffice and obviate the need for open repair. Until then, surgical repair of CoAo is the preferred method in both infants and complicated lesions, leaving stenting to adults with focal and uncomplicated disease.
ABSTRACT
OBJECTIVES: This study sought to examine the frequency of indications for and the immediate and long-term clinical outcomes of transcatheter closure of patent foramen ovale (PFO). BACKGROUND: Transcatheter PFO closure is commonly performed for several indications, including cryptogenic stroke, despite conflicting data regarding the efficacy of this intervention. METHODS: We report the outcomes of 800 consecutive patients (52% male, 50 ± 14 years of age) who underwent PFO closure at our institution after multidisciplinary evaluation over a 16-year period. RESULTS: Indications for closure included cryptogenic cerebrovascular event (94%), hypoxemia (2%), peripheral embolism (3%), and migraine headaches (2%). Procedural success was 99% with effective closure obtained in 93% of patients. At a mean follow-up of 42.7 ± 33.4 months, 21 patients suffered a recurrent ischemic neurologic event (12 strokes, and 9 transient ischemic attacks) for an incidence rate of 0.79 events per 100 person-years and freedom from recurrent events of 91.6% at 10 years. There was no device-based difference in the rate of recurrent ischemic neurologic events (p = 0.82). Only Eustachian valve prominence (hazard ratio: 9.04; 95% confidence interval: 2.07 to 39.44; p = 0.0034) was associated with recurrent neurologic events. CONCLUSIONS: Transcatheter PFO closure is safe and feasible in patients with several clinical indications. The long-term efficacy of this intervention in patients with paradoxical embolism appears superb in this observational study. Carefully selected patients with features suggestive of paradoxical embolism are the most likely to benefit from PFO closure and should be the focus of future investigation.
Subject(s)
Cardiac Catheterization , Foramen Ovale, Patent/therapy , Adult , Boston , Cardiac Catheterization/adverse effects , Cardiac Catheterization/instrumentation , Cardiac Catheterization/mortality , Embolism, Paradoxical/etiology , Embolism, Paradoxical/prevention & control , Female , Foramen Ovale, Patent/complications , Foramen Ovale, Patent/diagnosis , Foramen Ovale, Patent/mortality , Hospitals, General , Humans , Hypoxia/etiology , Hypoxia/prevention & control , Ischemic Attack, Transient/etiology , Ischemic Attack, Transient/prevention & control , Kaplan-Meier Estimate , Male , Middle Aged , Migraine Disorders/etiology , Migraine Disorders/prevention & control , Patient Selection , Retrospective Studies , Risk Factors , Secondary Prevention , Septal Occluder Device , Stroke/etiology , Stroke/prevention & control , Time Factors , Treatment OutcomeABSTRACT
BACKGROUND: In patients with cryptogenic stroke, transcatheter (TC) closure of a patent foramen ovale (PFO) has not been shown to better prevent recurrent vascular events than medical therapy. However, randomized controlled trials (RCT) to date have included few vascular events, and lack of power has been raised as an important concern. OBJECTIVE: To conduct a systematic review and meta-analysis of existing RCT published studies assessing the recurrence of vascular events after TC PFO closure when compared to medical therapy. METHODS: Using the search terms "patent foramen ovale", "PFO", "stroke", "percutaneous closure" and "transcatheter closure", Medline, Pubmed, Embase, and Cochrane databases were reviewed from inception through April 2013, with no language restrictions. Only studies in adult humans were considered. Additional references were obtained from the bibliographies of studies reviewed. The following criteria were used for study selection: 1) randomized controlled trial, 2) subjects were adult patients with cryptogenic stroke who were randomized to TC PFO closure or medical treatment (antiplatelet therapy and/or anticoagulation), and 3) reported outcomes included cardiac death, all death, stroke, transient ischemic attack, and peripheral embolism. Methodological and descriptive data, adverse events (including raw data and risk estimates), as well as procedural success and complications were abstracted in duplicate from each study independently, and agreement was tested. We followed rigorously the recommended guidelines for reporting and conducting and assessing quality of meta-analysis of RCT. The primary endpoints pre-specified in advance were recurrent vascular events, and composite endpoint of death, and recurrent vascular events. RESULTS: Three studies were identified as meeting selection criteria. These included a total of 2,303 patients, with 1,150 patients randomized to TC PFO closure and 1,153 patients randomized to medical therapy. Mean follow-up was 3.5 years. Baseline characteristics (age, sex, and cardiovascular risk factors) were similar across studies. Intention-to-treat analyses showed a statistically significant risk reduction in stroke and/or transient ischemic attack in the TC PFO closure group when compared to medical treatment, pooled HR = 0.59, 95%CI (0.36-0.97), P = 0.04. The combined outcome of death, and vascular events, showed a borderline statistically significant benefit for TC PFO closure when compared to medical treatment, pooled HR = 0.67, 95%CI (0.44-1.00), P = 0.05 Subjects with a substantial PFO shunt seem to benefit the most with TC PFO closure, pooled HR = 0.35, 95%CI (0.12-1.03), P = 0.06, however, it did not reach statistical significance. CONCLUSION: These results suggest that in patients with cryptogenic stroke, TC PFO closure may be beneficial in reducing the risk of recurrent vascular events when compared to medical treatment. The benefit of TC PFO closure may be greater in patients with a substantial shunt.
Subject(s)
Anticoagulants/therapeutic use , Cardiac Catheterization/methods , Foramen Ovale, Patent/therapy , Platelet Aggregation Inhibitors/therapeutic use , Adult , Blood Vessel Prosthesis Implantation/methods , Cardiac Catheterization/adverse effects , Female , Humans , Male , Middle Aged , Randomized Controlled Trials as Topic , Secondary Prevention , Septal Occluder Device , Stroke/prevention & control , Treatment OutcomeABSTRACT
Patients with mitral stenosis with severe pulmonary hypertension constitute a high-risk subset for surgical commissurotomy or valve replacement. The aim of the present study was to examine the effect of elevated pulmonary vascular resistance (PVR) on percutaneous mitral valvuloplasty (PMV) procedural success, short- and long-term clinical outcomes (i.e., mortality, mitral valve surgery, and redo PMV) in 926 patients. Of the 926 patients, 263 (28.4%) had PVR ≥4 Woods units (WU) and 663 (71.6%) had PVR <4 WU. Patients with PVR ≥4 WU were older and more symptomatic and had worse valve morphology for PMV. The patients with PVR ≥4 WU also had lower PMV procedural success than those with PVR <4 WU (78.2% vs 85.6%, p = 0.006). However, after multivariate adjustment, PVR was no longer an independent predictor of PMV success nor an independent predictor of the combined end point at a median follow-up of 3.2 years. In conclusion, elevated PVR at PMV is not an independent predictor of procedural success or long-term outcomes. Therefore, appropriately selected patients with rheumatic mitral stenosis might benefit from PMV, even in the presence of elevated preprocedural PVR.
Subject(s)
Heart Valve Prosthesis Implantation , Hypertension, Pulmonary/physiopathology , Mitral Valve Stenosis/physiopathology , Mitral Valve Stenosis/surgery , Mitral Valve/physiopathology , Mitral Valve/surgery , Vascular Resistance , Chi-Square Distribution , Echocardiography , Female , Follow-Up Studies , Humans , Logistic Models , Male , Middle Aged , Mitral Valve/diagnostic imaging , Mitral Valve Stenosis/diagnostic imaging , Proportional Hazards Models , Prospective Studies , Survival Rate , Treatment OutcomeABSTRACT
OBJECTIVE: To analyze the differences in anatomical, clinical and echocardiographic characteristics of women and men undergoing PMV and to evaluate the relationship between sex, PMV success, and immediate and long-term clinical outcome. BACKGROUND: Rheumatic mitral stenosis (MS) is predominantly a disease of middle-aged women. Percutaneous mitral valvuloplasty (PMV) has become the standard of care for suitable patients. However little is known about the relationship between sex, PMV success, and procedural outcome. METHODS AND RESULTS: We evaluated measures of procedural success and clinical outcome in consecutive patients (839 women and 176 men) who underwent PMV. Despite a lower baseline echocardiographic score (7.47 ± 2.15 vs. 8.02 ± 2.18, P = 0.002), women were less likely to achieve PMV success (69% vs. 83%, adjusted OR 0.44, 95% CI 0.27-0.74, P = 0.002), and had a smaller post-procedural MV area (1.86 ± 0.7 vs. 2.07 ± 0.7 cm(2), P < 0.001). Overall procedural and in-hospital complication rates did not differ significantly between women and men. However, women were significantly more likely to develop severe MR immediately post PMV (adjusted OR 2.41, 95% CI 1.0-5.83, P = 0.05) and to undergo MV surgery (adjusted HR 1.54, 95% CI 1.03-2.3, P = 0.037) after a median follow-up of 3.1 years. CONCLUSIONS: Compared to men, women with rheumatic MS who undergo PMV are less likely to have a successful outcome and more likely to require MV surgery on long-term follow-up despite more favorable baseline MV anatomy.
Subject(s)
Catheterization , Health Status Disparities , Mitral Valve Stenosis/therapy , Adult , Aged , Catheterization/adverse effects , Chi-Square Distribution , Female , Humans , Male , Middle Aged , Mitral Valve Stenosis/diagnostic imaging , Mitral Valve Stenosis/surgery , Odds Ratio , Proportional Hazards Models , Retrospective Studies , Risk Assessment , Risk Factors , Sex Factors , Spain , Time Factors , Treatment Outcome , UltrasonographyABSTRACT
BACKGROUND: Moderate-to-large residual shunts following percutaneous patent foramen ovale (PFO) closure are clinically important and associated with recurrent neuroembolic events. However, their management has not been clearly established in clinical practice. We report our experience in patients of these patients with a prior history of cryptogenic stroke and/or transient ischemic attack (TIA). METHODS: All patients undergoing percutaneous PFO closure were routinely screened at six-months for residual shunts using transthoracic 2D echocardiography with antecubital administration of agitated saline contrast and color flow Doppler. Patients with evidence of moderate-to-large residual shunts were selected to undergo reintervention with shunt closure. Post-reintervention follow-up was performed at 24-hr, 30 days, and every six months thereafter. Clinical predictors of the moderate-to-large residual shunts, and the feasibility, safety and long-term efficacy of percutaneous residual shunt closure using a second device implant were examined. RESULTS: Between 1995 and 2007, a total of 424 patients underwent PFO closure. Of these, 5% (21/424) had moderate-to-large residual shunts. Baseline characteristics among patients with moderate-to-large residual shunts and those with only none or small defects (n = 403) were similar. Multivariate analysis identified the 24-hr postprocedure shunt as the only independent predictor of residual shunting at six months. Of the 21 study patients with moderate-to-large residual shunt (mean age, 47 +/- 14), one underwent successful elective surgical repair, while the remaining 20 underwent transcatheter closure using a second device. The technique was successful in 95% (19/20), and all but one patient had complete shunt closure at six months of their percutaneous reintervention. We report no deaths, recurrent strokes or TIAs during the long-term mean follow-up period of 2.9 years. CONCLUSIONS: Our study suggests that in patients with moderate-to-large residual PFO shunts, percutaneous reintervention using a second device implant is safe and effective.
Subject(s)
Cardiac Catheterization , Foramen Ovale, Patent/therapy , Hemodynamics , Adult , Aged , Boston , Cardiac Catheterization/adverse effects , Cardiac Catheterization/instrumentation , Catheterization , Chi-Square Distribution , Echocardiography, Doppler, Color , Female , Foramen Ovale, Patent/complications , Foramen Ovale, Patent/diagnostic imaging , Foramen Ovale, Patent/physiopathology , Humans , Ischemic Attack, Transient/etiology , Ischemic Attack, Transient/physiopathology , Ischemic Attack, Transient/prevention & control , Logistic Models , Male , Middle Aged , Risk Assessment , Risk Factors , Septal Occluder Device , Stroke/etiology , Stroke/physiopathology , Stroke/prevention & control , Time Factors , Treatment Outcome , Young AdultABSTRACT
Percutaneous mitral valvuloplasty (PMV) is an effective therapy in patients with significant mitral stenosis. Few studies have examined the effect of mitral regurgitation (MR), a frequent periprocedural finding, on PMV outcomes. We examined the effects of pre- and postprocedural MR after PMV. Contrast left ventriculography was performed before and after PMV, and the MR severity was assessed using Sellers' classification. Clinical, hemodynamic, and morphologic variables were collected for all patients. Consecutive patients (n = 876) undergoing a first PMV procedure at a single tertiary center were evaluated. An increasing preprocedural MR severity was associated with reduced PMV success (no MR, 75%; 1+ MR, 65%; 2+ MR, 44%; p <0.0001), increased in-hospital mortality (0.6% vs 2.8% vs 4.9%, respectively; p = 0.007), and other complications. Increasing grades of pre- and postprocedural MR predicted, independently and in a grade-dependent manner, the composite outcome of mortality, mitral valve surgery, or redo PMV (preprocedural MR >or=1+, relative risk [RR] 1.4, 95% confidence interval [CI] 1.2 to 1.8; preprocedural MR >or=2+, RR 1.6, 95% CI 1.1 to 2.4; postprocedural MR >or=1+, RR 1.6, 95% CI 1.2 to 2.0; postprocedural MR >or=2+, RR 2.2, 95% CI 1.7 to 2.7; and postprocedural MR >or=3+, RR 4.6, 95% CI 3.4 to 6.2, respectively). In conclusion, increasing pre- and postprocedural MR grades independently predicted the long-term clinical outcomes after PMV. Patients with moderate preprocedural MR, in particular, appeared to have suboptimal short- and long-term outcomes, necessitating careful monitoring and early referral for mitral valve surgery, when appropriate.
Subject(s)
Catheterization/methods , Mitral Valve Insufficiency/complications , Mitral Valve Stenosis/therapy , Echocardiography, Transesophageal , Female , Follow-Up Studies , Gated Blood-Pool Imaging , Hospital Mortality/trends , Humans , Male , Middle Aged , Mitral Valve Insufficiency/diagnosis , Mitral Valve Insufficiency/mortality , Mitral Valve Stenosis/complications , Mitral Valve Stenosis/mortality , Retrospective Studies , Survival Rate/trends , Time Factors , Treatment Outcome , United States/epidemiologyABSTRACT
A series of interventional tools have emerged since the advent of percutaneous coronary angioplasty. Several are fundamental and used routinely, while others less favourable have fallen short of mainstream therapy and/or have settled as a niche device. We present an overview of the evolution of directional coronary atherectomy (DCA), a unique device that was originally conceived in 1984 to solve the limitations of balloon angioplasty. Unfortunately, we have witnessed its use fall significantly out of favour due to premature and controversial study results. In many interventional laboratories DCA is no longer available. However, we strongly feel that allowing DCA to join the list of extinct interventional tools would be very unfortunate. We, herein, present a series of complex percutaneous coronary procedures to illustrate the convenience of DCA use as a lesion-specific niche device. Finally, DCA offers a valuable distinct clinical research function as it allows for in vivo pathological coronary tissue examination. In conclusion, we plead for its continued production and use as an interventional niche device for the wellbeing of our patients.
Subject(s)
Atherectomy, Coronary/methods , Atherectomy, Coronary/statistics & numerical data , Coronary Artery Disease/surgery , Angioplasty, Balloon, Coronary/methods , Angioplasty, Balloon, Coronary/statistics & numerical data , Coronary Angiography , Coronary Artery Disease/therapy , Drug-Eluting Stents , Humans , Randomized Controlled Trials as TopicABSTRACT
BACKGROUND: Percutaneous mitral valvuloplasty (PMV) success depends on appropriate patient selection. A multifactorial score derived from clinical, anatomic/echocardiographic, and hemodynamic variables would predict procedural success and clinical outcome. METHODS: Demographic data, echocardiographic parameters (including echocardiographic score), and procedure-related variables were recorded in 1085 consecutive PMVs. Long-term clinical follow-up (death, mitral valve replacement, redo PMV) was performed. Multivariate regression analysis of the first 800 procedures was performed to identify independent predictors of procedural success. Significant variables were formulated into a risk score and validated prospectively. RESULTS: Six independent predictors of PMV success were identified: age less than 55 years, New York Heart Association classes I and II, pre-PMV mitral area of 1 cm(2) or greater, pre-PMV mitral regurgitation grade less than 2, echocardiographic score of 8 or greater, and male sex. A score was constructed from the arithmetic sum of variables present per patient. Procedural success rates increased incrementally with increasing score (0% for 0/6, 39.7% for 1/6, 54.4% for 2/6, 77.3% for 3/6, 85.7% for 4/6, 95% for 5/6, and 100% for 6/6; P < .001). In a validation cohort (n = 285 procedures), the multifactorial score remained a significant predictor of PMV success (P < .001). Comparison between the new score and the echocardiographic score confirmed that the new index was more sensitive and specific (P < .001). This new score also predicts long-term outcomes (P < .001). CONCLUSION: Clinical, anatomic, and hemodynamic variables predict PMV success and clinical outcome and may be formulated in a scoring system that would help to identify the best candidates for PMV.
Subject(s)
Catheterization , Mitral Valve Stenosis/therapy , Age Distribution , Female , Follow-Up Studies , Humans , Male , Middle Aged , Mitral Valve Stenosis/diagnostic imaging , Mitral Valve Stenosis/pathology , Predictive Value of Tests , Regression Analysis , Retrospective Studies , Risk Assessment , Sex Distribution , Treatment Outcome , UltrasonographyABSTRACT
BACKGROUND: The short- and long-term vascular risks and hemodynamic benefits of antegrade versus retrograde percutaneous aortic balloon valvuloplasty (PAV) have not been clearly established. With the advent of percutaneous aortic valve replacement strategies, more valvuloplasties are being performed. The antegrade approach may reduce vascular complications, particularly in patients with peripheral vascular disease (PVD). Comparing the clinical efficacy and complications of each technique is warranted. METHODS: A cohort of 157 consecutive patients undergoing PAV between 2000 and 2006 were included in the study. Of these, 46 (29%) patients underwent antegrade PAV and 111 (71%) retrograde PAV. Choice of vascular approach (antegrade or retrograde) were determined by operator preference. The rate of death, nonfatal vascular complications, and 2-year survival was explored. RESULTS: The mean age of the study population was 79 years. Patients undergoing antegrade PAV were more likely hypertensive (56% vs. 39%, P = 0.001) with PVD (41% vs. 18%, P = 0.004). Nevertheless, logistic Euroscores were no different between the groups (antegrade 18% vs. retrograde 14%; P = 0.30). Baseline and postprocedural valve areas were also similar. However, patients undergoing antegrade PAV had significantly fewer vascular complications (2% vs. 19%; P = 0.005). Two-year follow-up revealed no significant difference in death (antegrade 81% vs. retrograde 69%; P = 0.16), stroke, congestive heart failure, and surgical aortic valve replacement. CONCLUSIONS: The hemodynamic benefit of PAV occurs regardless of the selected vascular approach. The antegrade technique results in significantly fewer vascular complications and similar long-term outcomes. Antegrade PAV is feasible and safe, particularly in patients with PVD.