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1.
Pacing Clin Electrophysiol ; 47(2): 185-194, 2024 02.
Article in English | MEDLINE | ID: mdl-38010836

ABSTRACT

BACKGROUND: Despite its clinical benefits, patient compliance to remote monitoring (RM) of cardiac implantable electronic devices (CIEDs) varies and remains under-studied in diverse populations. OBJECTIVE: We sought to evaluate RM compliance, clinical outcomes, and identify demographic and socioeconomic factors affecting RM in a diverse urban population in New York. METHODS: This retrospective cohort study included patients enrolled in CIED RM at Montefiore Medical Center between December 2017 and May 2022. RM compliance was defined as the percentage of days compliant to RM transmission divided by the total prescribed days of RM. Patients were censored when they were lost to follow-up or at the time of death. The cohorts were categorized into low (≤30%), intermediate (31-69%), and high (≥70%) RM compliance groups. Statistical analyses were conducted accordingly. RESULTS: Among 853 patients, median RM compliance was 55%. Age inversely affected compliance (p < .001), and high compliance was associated with guideline-directed medical therapy (GDMT) usage and implantable cardioverter defibrillator (ICD)/cardiac resynchronization defibrillator (CRTD) devices. The low-compliance group had a higher mortality rate and fewer regular clinic visits (p < .001) than high-compliance group. Socioeconomic factors did not significantly impact compliance, while Asians showed higher compliance compared with Whites (OR 3.67; 95% CI 1.08-12.43; p = .04). Technical issues were the main reason for non-compliance. CONCLUSION: We observed suboptimal compliance to RM, which occurred most frequently in older patients. Clinic visit compliance, optimal medical therapy, and lower mortality were associated with higher compliance, whereas insufficient understanding of RM usage was the chief barrier to compliance.


Subject(s)
Defibrillators, Implantable , Remote Sensing Technology , Humans , Aged , Retrospective Studies , Cardiac Resynchronization Therapy Devices , Demography
2.
J Cardiovasc Electrophysiol ; 31(7): 1779-1783, 2020 07.
Article in English | MEDLINE | ID: mdl-32282966

ABSTRACT

BACKGROUND: Subxyphoid active left ventricular epicardial (LVE) lead implants or VT ablation are attractive but remain a challenge due to concerns of coronary artery damage. We aimed to see if Doppler-guided positioning could permit safe LVE lead placement without coronary angiography. We evaluated the feasibility of a Doppler flow-guided subxyphoid epicardial screw-in lead fixation in a swine model. METHODS: Acute subxyphoid access to the pericardial space was performed in an anesthetized swine model using a deflectable sheath and a modified needle-derived Doppler flow meter. The audio signal and visual display from the Doppler flow meter were recorded. Coronary angiography was performed to verify the catheter location. A SelectSecure Model 3830 lead (Medtronic) was used to assess pacing in the procedure. RESULTS: In both of two swine, the deflectable catheter was inserted into pericardial space via subxyphoid access. The tip of the deflectable catheter with the Doppler was directed to several locations, from quiet (no nearby coronary artery expected) to typical rhythmic pulsatile sound locations which were maximal when superimposed on a coronary artery. Repeated coronary angiograms confirmed the expected findings. A 3830 active lead was fixed into a quiet location for LVE pacing, and confirmed by angiography as distant from a coronary artery. CONCLUSIONS: Doppler-guided subxyphoid epicardial screw-in lead placement is feasible once the catheter tip is directed and stabilized in a desired LVE location. This obviates the need for repeated (or any) coronary angiography. The Doppler-guided subxyphoid epicardial procedure may also be applicable for epicardial ventricular arrhythmia ablation procedures.


Subject(s)
Catheter Ablation , Tachycardia, Ventricular , Animals , Coronary Angiography , Coronary Vessels/diagnostic imaging , Coronary Vessels/surgery , Heart Ventricles/surgery , Pericardium/diagnostic imaging , Pericardium/surgery , Swine , Tachycardia, Ventricular/surgery
3.
J Electrocardiol ; 62: 211-215, 2020.
Article in English | MEDLINE | ID: mdl-32992259

ABSTRACT

BACKGROUND: Wellens' sign is considered to be an ominous sign indicative of underlying significant proximal left anterior descending artery stenosis. We sought to identify the prevalence of the Wellens' pattern in a large ethnically diverse urban population and assess its association with the presence and extent of coronary artery disease. METHODS: We utilized the MUSE ECG database of Montefiore Medical Center, an academic tertiary health care system, to identify ECGs from 2012 to 2019 exhibiting a Wellens' pattern. From a dataset of 1.76 million tracings, six screening diagnosis codes were selected to approximate the Wellens' pattern. These codes were used to generate a cohort of ECGs for manual review by a board certified cardiologist to determine if a Wellens' pattern was present. RESULTS: Of 1,756,742 ECGs performed on 433,218 patients from 2012 to 2019; after initial screening 2186 ECGs were identified for manual review. Of these, 448 (0.1%) patients were confirmed to have a Wellens' pattern. 229 patients underwent cardiac catheterization, while 219 patients were managed medically. No statistical difference was seen in the occurrence of Wellens' Type A and B pattern across the ethnic groups after multivariate analysis. Women were more likely to have Type B Wellens' compared to men (OR 2.40 (1.58, 3.62) P < 0.0001). 80 (35%) patients had single vessel LAD disease of which 22 (10%) had proximal, 40 (17%) had mid, 4 (1%) had distal stenosis, while diffuse LAD disease was seen in 14 (6%) patients. Two vessel disease was seen in 46 (20%) patients with a Wellens' pattern, and triple vessel disease was seen in 23 (10%) patients. Of note, 71 (31%) patients had either normal or nonobstructive coronary disease despite exhibiting a Wellens' pattern ECG. CONCLUSION: Wellens' sign is a rare electrocardiographic pattern which when seen in a patient with an appropriate clinical presentation, suggests but is not definitive for the presence of significant coronary disease, often but not exclusively in an LAD distribution. We found no statistical difference in the occurrence of Wellens' sign among different racial/ethnic groups. Patients with a Wellens' pattern may have critical lesions at a variety of LAD sites as well as in multiple vessels. As such, the interventionalist needs to be prepared for these uncertainties at the time of cardiac catheterization.


Subject(s)
Coronary Artery Disease , Coronary Stenosis , Coronary Angiography , Coronary Artery Disease/diagnosis , Coronary Artery Disease/epidemiology , Electrocardiography , Female , Humans , Male , Prevalence , Syndrome , Urban Population
4.
Ann Emerg Med ; 73(5): e51-e65, 2019 05.
Article in English | MEDLINE | ID: mdl-31029297

ABSTRACT

The American College of Emergency Physicians (ACEP) organized a multidisciplinary effort to create a clinical practice guideline specific to unscheduled, time-sensitive procedural sedation, which differs in important ways from scheduled, elective procedural sedation. The purpose of this guideline is to serve as a resource for practitioners who perform unscheduled procedural sedation regardless of location or patient age. This document outlines the underlying background and rationale, and issues relating to staffing, practice, and quality improvement.


Subject(s)
Conscious Sedation/standards , Consensus , Humans , Practice Guidelines as Topic , Societies, Medical
5.
Pacing Clin Electrophysiol ; 41(10): 1298-1306, 2018 10.
Article in English | MEDLINE | ID: mdl-30109698

ABSTRACT

PURPOSE: Survey the usage and application protocol of antimicrobial agent pocket irrigation for cardiovascular implantable electronic device (CIED) infection prophylaxis. BACKGROUND: Local antibiotic usage for CIED infection prophylaxis, in particular pocket irrigation, is a well-known strategy but with little data on its clinical effectiveness. METHODS: An anonymous voluntary online survey was sent to a total of 2,092 arrhythmia-oriented cardiologists in 51 countries (1,490 from the United States). RESULTS: There were 487 responses (response rate 23.3%: U.S. 28.2%, outside of the U.S. 11.1%). Eighty-seven percent of respondents use intraoperative antimicrobial agent pocket irrigation and/or an antimicrobial eluting pouch to reduce CIED infection. Fifty-four percent of respondents believe that it is effective to use an antimicrobial agent pocket irrigation to reduce CIED infection; 33% of respondents are uncertain; a few consider this strategy ineffective (13%) or offered no opinion. Significant differences exist in the practice patterns and beliefs between the U.S. and non-U.S. countries (P < 0.05). Ninety-eight percent of respondents report using the same pocket irrigation protocol for permanent pacemaker versus implantable cardioverter defibrillator. Bacitracin (48%), vancomycin (39%), and a cephalosporin (29%) are the most commonly chosen antibiotics. A majority of the respondents are unaware of the cost of using antimicrobial agent pocket irrigation (69%) and neither are they concerned (67%). CONCLUSION: This international survey suggests that, while there are little clinical data to support or discourage such practice, the usage of antimicrobial agent pocket irrigation for CIED infection prophylaxis is widely used in current practice.


Subject(s)
Anti-Infective Agents/administration & dosage , Antibiotic Prophylaxis/methods , Defibrillators, Implantable , Pacemaker, Artificial , Practice Patterns, Physicians'/statistics & numerical data , Prosthesis-Related Infections/prevention & control , Therapeutic Irrigation/methods , Adult , Aged , Female , Humans , Male , Middle Aged , Surveys and Questionnaires
7.
Pacing Clin Electrophysiol ; 37(9): 1189-97, 2014 Sep.
Article in English | MEDLINE | ID: mdl-24724532

ABSTRACT

AIM: We aimed to determine the practical value of pacemaker diagnostics for atrial fibrillation (AF) in an unselected general pacemaker practice, specifically workflow and initiation of anticoagulation or antiarrhythmic drug (AAD) therapy. METHODS: We prospectively followed consecutive pacemaker interrogations over a period of 1 year to identify patients with AF (burden from 1% to 99%). We contacted referring physicians with AF details, and then determined whether the information resulted in therapeutic changes. RESULTS: Of the 1,100 pacemakers interrogated, 728 were dual chamber (DDDs) with AF diagnostic capability. AF was recorded in 73 (10%) but seven had limited information, leaving 66 patients; of these, 42 (63%) patients were already anticoagulated and in five (7%) patients, anticoagulation had been stopped because of complications. Initial diagnosis of AF was made by the pacemaker in 17 patients (26% of 66; 2% of 728); four (6% of 66) patients were newly initiated on anticoagulation. Of the 66 patients, 17 patients were already on AADs; 49 (74%) had satisfactory rate control or had other issues; only two (3% of 66; 0.3% of 728) received new AADs. CONCLUSIONS: Of 728 patients with DDD pacemakers, only 17 were newly discovered to have AF, and six (0.8%) had changes in medications based on the pacemaker data. Adding pacemaker-derived data to existing clinical information had little therapeutic impact, due to a combination of cumbersome workflow, and because AF was usually known to practitioners. Developments in automated monitoring systems may provide more accessible and therapeutically useful information.


Subject(s)
Atrial Fibrillation/diagnosis , Pacemaker, Artificial , Aged , Anti-Arrhythmia Agents/administration & dosage , Anticoagulants/administration & dosage , Atrial Fibrillation/drug therapy , Atrial Fibrillation/physiopathology , Female , Humans , Male , Prospective Studies
9.
Pacing Clin Electrophysiol ; 41(1): 1, 2018 01.
Article in English | MEDLINE | ID: mdl-29315648
11.
Chem Commun (Camb) ; 59(96): 14197-14209, 2023 Nov 30.
Article in English | MEDLINE | ID: mdl-37955165

ABSTRACT

Materials informatics (MI) has immense potential to accelerate the pace of innovation and new product development in biotechnology. Close collaborations between skilled physical and life scientists with data scientists are being established in pursuit of leveraging MI tools in automation and artificial intelligence (AI) to predict material properties in vitro and in vivo. However, the scarcity of large, standardized, and labeled materials data for connecting structure-function relationships represents one of the largest hurdles to overcome. In this Highlight, focus is brought to emerging developments in polymer-based therapeutic delivery platforms, where teams generate large experimental datasets around specific therapeutics and successfully establish a design-to-deployment cycle of specialized nanocarriers. Three select collaborations demonstrate how custom-built polymers protect and deliver small molecules, nucleic acids, and proteins, representing ideal use-cases for machine learning to understand how molecular-level interactions impact drug stabilization and release. We conclude with our perspectives on how MI innovations in automation efficiencies and digitalization of data-coupled with fundamental insight and creativity from the polymer science community-can accelerate translation of more gene therapies into lifesaving medicines.


Subject(s)
Artificial Intelligence , Polymers , Polymers/chemistry , Machine Learning , Pharmaceutical Preparations , Informatics
15.
J Electrocardiol ; 45(4): 385-390, 2012.
Article in English | MEDLINE | ID: mdl-22554461

ABSTRACT

INTRODUCTION: Ventricular tachycardia (VT) arising from the right ventricular inflow (RVI) region is uncommon. There is minimal literature on the clinical and electrocardiographic characteristics of RVI VT. METHODS: A retrospective analysis of patients with RVI VT who underwent electrophysiology study between 2006 and 2011 was performed. Patients with structural heart disease (including arrhythmogenic right ventricular dysplasia) were excluded. RESULTS: Seventy patients underwent an electrophysiology study for VT arising from the right ventricle during the study period. Nine patients (13%) met the inclusion criteria for RVI VT and were the subject of this analysis. The median age was 46 years (range, 14-71), and VT cycle length was 295 milliseconds (range, 279-400 milliseconds). All VTs had an left bundle-branch block morphology. An inferiorly directed QRS axis was noted in 7 (78%) of 9 patients and a left superior axis in 2 (22%) of 9 patients. A QS or rS pattern was noted in all patients in aVR and V(1). A transition from S to R wave occurred in V(3) to V(5) in all patients, with 78% of the patients transitioning in V(4) or V(5). Ablation was attempted in 8 (89%) of 9 patients and was successful in 6 (67%) of 9 patients. Ablation was limited in all unsuccessful patients due to the proximity to the His and risk of complete heart block. CONCLUSIONS: Electrocardiographic findings of a left bundle-branch block with a normal QRS axis, QS or rS patterns in aVR and V(1), and late S to R transition (V(4)/V(5)) are commonly found in RVI VT. Because of the proximity to the His, ablation of RVI VT may be more challenging than that of right ventricular outflow tract VT.


Subject(s)
Tachycardia, Ventricular/physiopathology , Ventricular Function, Right , Adolescent , Adult , Aged , Bundle-Branch Block/complications , Bundle-Branch Block/diagnosis , Catheter Ablation , Electrocardiography , Electrophysiologic Techniques, Cardiac , Female , Humans , Male , Middle Aged , Tachycardia, Ventricular/complications , Tachycardia, Ventricular/surgery , Young Adult
16.
Curr Biol ; 32(17): 3758-3772.e4, 2022 09 12.
Article in English | MEDLINE | ID: mdl-35973432

ABSTRACT

Sweet and bitter compounds excite different sensory cells and drive opposing behaviors. However, it remains unclear how sweet and bitter tastes are represented by the neural circuits linking sensation to behavior. To investigate this question in Drosophila, we devised trans-Tango(activity), a strategy for calcium imaging of second-order gustatory projection neurons based on trans-Tango, a genetic transsynaptic tracing technique. We found spatial overlap between the projection neuron populations activated by sweet and bitter tastants. The spatial representation of bitter tastants in the projection neurons was consistent, while that of sweet tastants was heterogeneous. Furthermore, we discovered that bitter tastants evoke responses in the gustatory receptor neurons and projection neurons upon both stimulus onset and offset and that bitter offset and sweet onset excite overlapping second-order projections. These findings demonstrate an unexpected complexity in the representation of sweet and bitter tastants by second-order neurons of the gustatory circuit.


Subject(s)
Drosophila Proteins , Taste , Animals , Drosophila/physiology , Drosophila Proteins/genetics , Neurons/physiology , Taste/physiology , Taste Perception/physiology
19.
Am J Cardiol ; 144: 77-82, 2021 04 01.
Article in English | MEDLINE | ID: mdl-33383004

ABSTRACT

Application of artificial intelligence techniques in medicine has rapidly expanded in recent years. Two algorithms for identification of cardiac implantable electronic devices using chest radiography were recently developed: The PacemakerID algorithm, available as a mobile phone application (PIDa) and a web platform (PIDw) and The Pacemaker Identification with Neural Networks (PPMnn), available via web platform. In this study, we assessed the relative accuracy of these algorithms. The machine learning algorithms (PIDa, PIDw, PPMnn) were used to predict device manufacturer using chest X-rays for patients with implanted devices. Each prediction was considered correct if predicted certainty was >75%. For comparative purposes, accuracy of each prediction was compared to the result using the CARDIA-X algorithm. 500 X-rays were included from a convenience sample. Raw accuracy was PIDa 89%, PIDw 73%, PPMnn 71% and CARDIA-X 85%. In conclusion, machine learning algorithms for identification of cardiac devices are accurate at determining device manufacturer, have capacity for improved accuracy with additional training sets and can utilize simple user interfaces. These algorithms have clinical utility in limiting potential infectious exposures and facilitate rapid identification of devices as needed for device reprogramming.


Subject(s)
Defibrillators, Implantable , Machine Learning , Pacemaker, Artificial , Radiography, Thoracic , Algorithms , Humans , Image Interpretation, Computer-Assisted , Neural Networks, Computer
20.
Elife ; 102021 02 11.
Article in English | MEDLINE | ID: mdl-33570489

ABSTRACT

The mushroom body (MB) is a well-characterized associative memory structure within the Drosophila brain. Analyzing MB connectivity using multiple approaches is critical for understanding the functional implications of this structure. Using the genetic anterograde transsynaptic tracing tool, trans-Tango, we identified divergent projections across the brain and convergent downstream targets of the MB output neurons (MBONs). Our analysis revealed at least three separate targets that receive convergent input from MBONs: other MBONs, the fan-shaped body (FSB), and the lateral accessory lobe (LAL). We describe, both anatomically and functionally, a multilayer circuit in which inhibitory and excitatory MBONs converge on the same genetic subset of FSB and LAL neurons. This circuit architecture enables the brain to update and integrate information with previous experience before executing appropriate behavioral responses. Our use of trans-Tango provides a genetically accessible anatomical framework for investigating the functional relevance of components within these complex and interconnected circuits.


Subject(s)
Drosophila melanogaster/physiology , Mushroom Bodies/physiology , Neurons/physiology , Animals , Female , Male
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