Cardiology Commons^™

Overcoming Small Data Limitations In Heart Disease Prediction By Using Surrogate Data, Alfeo Sabay, Laurie Harris, Vivek Bejugama, Karen Jaceldo-Siegl

SMU Data Science Review

In this paper, we present a heart disease prediction use case showing how synthetic data can be used to address privacy concerns and overcome constraints inherent in small medical research data sets. While advanced machine learning algorithms, such as neural networks models, can be implemented to improve prediction accuracy, these require very large data sets which are often not available in medical or clinical research. We examine the use of surrogate data sets comprised of synthetic observations for modeling heart disease prediction. We generate surrogate data, based on the characteristics of original observations, and compare prediction accuracy results achieved from …

Heparin Bridging Therapy Is Not Necessary For Patients With Atrial Fibrillation Undergoing Temporary Interruption Of Warfarin Therapy For Elective Invasive Procedures Or Surgery, Shannon Paquette

Clinical Research in Practice: The Journal of Team Hippocrates

A critical appraisal and clinical application of Douketis JD, Spyropoulos AC, Kaatz S, et al. Perioperative bridging anticoagulation in patients with atrial fibrillation. New Engl J Med. Aug 2015;373(9):823-833. doi: 10.1056/NEJMoa1501035

First Case Start Times For Vascular Surgery, Timothy Kafer, Brian Nolan, Jill Knutson, Amy Fournier, Lori Luebbert, J Gregoire, M Daigle, M E. Souliere, J Colpitts, E Anderson, P Briggs, L Ramsey, R Pratt-Pooler, M Maclean, E Estes, S Cheney, D Buck, B Rioux, L Marles

MaineHealth Maine Medical Center

Problem/Impact Statement:

85% of first cases at Maine Medical Center for Vascular Surgery start late. According to one study done by Aurora Health Care; of 5,500 first case surgeries, 88% of them started late. The impact of this is far reaching. It is not in alignment with MMC value of Patient Centered Care because the patient becomes dissatisfied waiting to be brought in to surgery , they are fasting for longer than anticipated, and being away from their family while they wait causing anxiety. The financial impact is $1995 for each 1⁄2 hr. of O.R. time. Furthermore, this may result …

Electrocardiographic Characteristics, Antiarrhythmic Utilization, And Outcomes In Patients With Left Ventricular Assist Devices, Scott Lundgren, Elizabeth Lyden, Douglas Stoller, Marshall Hyden, Adam Burdorf, Ronald Zolty, John Um, Brian Lowes

The VAD Journal

Background: Left ventricular assist devices (LVAD) are an increasingly used therapy for patients with advanced heart failure. Arrhythmias are common complications following LVAD implantation requiring admission, initiation, and escalation of medical therapy. Despite their frequent use in the treatment of arrhythmias, little has been reported regarding electrocardiographic changes, antiarrhythmic utilization, and outcomes post-LVAD.

Methods: A total of 309 patients who received a LVAD underwent retrospective chart review pre- and post-LVAD. Kaplan-Meier curves were calculated and compared using the log-rank test. Cox regression model was used for univariate analysis and those with a p

Results: There was a significant reduction in …

A Rare Case Of Spontaneous Cardiac Tamponade Induced By Concomitant Use Of Rivaroxaban And Amiodarone., Oreoluwa Oladiran, Jared Segal, Ifeanyi Nwosu, Salik Nazir

Reading Hospital Internal Medicine Residency

Rivaroxaban is a direct oral anticoagulant (DOAC) approved as an important alternative to warfarin in patients with nonvalvular atrial fibrillation. We report the case of an 87-year-old man with past medical history of nonvalvular atrial fibrillation on rivaroxaban and recently started amiodarone for pulseless ventricular tachycardia who presented to our hospital with intermittent chest pain and was diagnosed with spontaneous hemopericardium causing cardiac tamponade. The culprit drugs were discontinued, and the patient was treated with emergent pericardiocentesis. Both rivaroxaban and amiodarone are substrates for the CYP3A4 hepatic pathway, and concomitant use can result in increased plasma rivaroxaban levels causing an …

Left Ventricular Pseudoaneurysm: An Overview Of Diagnosis And Management., Faisal Inayat, Ali Raza Ghani, Iqra Riaz, Nouman Safdar Ali, Usman Sarwar, Raphael Bonita, Hafeez Ul Hassan Virk

Abington Jefferson Health Papers

Left ventricular pseudoaneurysm is a rare but life-threatening disorder that is frequently reported secondary to myocardial infarction or cardiac surgery. In this article, we chronicle the case of a patient with no prior risk factors who presented with a 2-week history of nonexertional atypical left chest pain. Apical 2-chamber transthoracic echocardiography revealed an unexpected outpouching of basal inferoseptal wall of the left ventricle, which had a narrow neck and relatively wide apex. The patient was diagnosed with left ventricular pseudoaneurysm and medical therapy was initiated. He refused to undergo the surgical intervention and subsequently, he was discharged from the hospital …

Safety And Efficacy Of Routine Bridging Anticoagulation For Subtherapeutic Anticoagulation In Outpatients With A Left Ventricular Assist Device, David C. Shisler, Gaurang N. Vaidya, Lori Muncy, Rajakrishnan Vijayakrishnan, Mark S. Slaughter, Emma J. Birks, Dmitry Abramov

The VAD Journal

Background

Anticoagulation with vitamin K antagonists is vital to prevent pump thrombosis in patients with left ventricular assist devices (LVADs). However, the safety and efficacy of bridging anticoagulation for the routine management of subtherapeutic international normalized ratio (INR) in stable outpatients remains poorly characterized.

Methods

In this retrospective study, a total of 60 LVAD outpatients had 110 episodes of subtherapeutic INR noted on routine testing. 34 of these episodes were managed with parenteral bridging anticoagulation and 76 were managed with only an adjusted dose of warfarin. The rates of bleeding and thromboembolic adverse events following these episodes of subtherapeutic INR …

Anti-Hypertensive Medication Use, Soluble Receptor For Glycation End Products And Risk Of Pancreatic Cancer In The Women's Health Initiative Study, Zhensheng Wang, Donna L. White, Ron Hoogeveen, Liang Chen, Eric A. Whitsel, Peter A. Richardson, Salim S. Virani, Jose M. Garcia, Hashem B. El-Serag, Li Jiao

Office of the Provost

Pancreatic cancer is the fourth leading cause of cancer death. Soluble receptor for glycation end products (sRAGE), which is modulated by anti-hypertensive (HT) medications, has been inversely associated with pancreatic cancer. However, the association between commonly used anti-HT medications and risk of pancreatic cancer is unknown. A total of 145,551 postmenopausal women from the Women Health Initiative (WHI) Study were included in analysis. Use of angiotensin converting enzyme inhibitors (ACEi), β-blockers, calcium channel blockers (CCBs) and diuretics was ascertained at baseline (1993⁻1998). Baseline sRAGE levels were measured among a subset of 2104 participants using an immunoassay. Multivariable Cox proportional hazard …

Bayesian Analytical Approaches For Metabolomics : A Novel Method For Molecular Structure-Informed Metabolite Interaction Modeling, A Novel Diagnostic Model For Differentiating Myocardial Infarction Type, And Approaches For Compound Identification Given Mass Spectrometry Data., Patrick J. Trainor

Electronic Theses and Dissertations

Metabolomics, the study of small molecules in biological systems, has enjoyed great success in enabling researchers to examine disease-associated metabolic dysregulation and has been utilized for the discovery biomarkers of disease and phenotypic states. In spite of recent technological advances in the analytical platforms utilized in metabolomics and the proliferation of tools for the analysis of metabolomics data, significant challenges in metabolomics data analyses remain. In this dissertation, we present three of these challenges and Bayesian methodological solutions for each. In the first part we develop a new methodology to serve a basis for making higher order inferences in metabolomics, …

Ticagrelor Reduces Thromboinflammatory Markers In Patients With Pneumonia, Travis R. Sexton, Guoying Zhang, Tracy E. Macaulay, Leigh Ann Callahan, Richard Charnigo, Olga A. Vsevolozhskaya, Zhenyu Li, Susan S. Smyth

Gill Heart & Vascular Institute Faculty Publications

Despite treatment advances for sepsis and pneumonia, significant improvements in outcome have not been realized. Antiplatelet therapy may improve outcome in pneumonia and sepsis. In this study, the authors show that ticagrelor reduced leukocytes with attached platelets as well as the inflammatory biomarker interleukin (IL)-6. Pneumonia patients receiving ticagrelor required less supplemental oxygen and lung function tests trended toward improvement. Disruption of the P2Y₁₂ receptor in a murine model protected against inflammatory response, lung permeability, and mortality. Results indicate a mechanistic link between platelets, leukocytes, and lung injury in settings of pneumonia and sepsis, and suggest possible therapeutic approaches …

A Case Of Mislabeled Textbooks: Misnomer Of The Traditional "Bicaval" View., Laura Vaskelyte, Stefan Bertog, Ilona Hofmann, Bojan Jovanović, Markus Reinartz, Predrag Matić, Sameer Gafoor, Kolja Sievert, Horst Sievert

Articles, Abstracts, and Reports

Since the early beginning of the transesophageal echocardiography (TEE) era, standardized tomographic views describing cardiac key structures have been provided. They have become the basis of TEE and have not been modified for decades. During our recent structural interventional cases, it has come to our attention that the structure frequently labeled "inferior vena cava" in textbooks and journal articles illustrating the bicaval TEE view is, in fact, the coronary sinus. Our manuscript illustrates our observation.

Physician Burnout: Causes, Consequences, And (?) Cures, Herbert L Fred, Mark S Scheid

The Texas Heart Institute Journal

No abstract provided.

Myocardial Dysfunction After Out-Of-Hospital Cardiac Arrest: Predictors And Prognostic Implications., Yuan Yao, Nicholas James Johnson, Sarah Muirhead Perman, Vimal Ramjee, Anne Victoria Grossestreuer, David Foster Gaieski

Department of Emergency Medicine Faculty Papers

We aim to determine the incidence of early myocardial dysfunction after out-of-hospital cardiac arrest, risk factors associated with its development, and association with outcome. A retrospective chart review was performed among consecutive out-of-hospital cardiac arrest (OHCA) patients who underwent echocardiography within 24 h of return of spontaneous circulation at three urban teaching hospitals. Our primary outcome is early myocardial dysfunction, defined as a left ventricular ejection fraction < 40% on initial echocardiogram. We also determine risk factors associated with myocardial dysfunction using multivariate analysis, and examine its association with survival and neurologic outcome. A total of 190 patients achieved ROSC and underwent echocardiography within 24 h. Of these, 83 (44%) patients had myocardial dysfunction. A total of 37 (45%) patients with myocardial dysfunction survived to discharge, 39% with intact neurologic status. History of congestive heart failure (OR 6.21; 95% CI 2.54-15.19), male gender (OR 2.27; 95% CI 1.08-4.78), witnessed arrest (OR 4.20; 95% CI 1.78-9.93), more than three doses of epinephrine (OR 6.10; 95% CI 1.12-33.14), more than four defibrillations (OR 4.7; 95% CI 1.35-16.43), longer duration of resuscitation (OR 1.06; 95% CI 1.01-1.10), and therapeutic hypothermia (OR 3.93; 95% CI 1.32-11.75) were associated with myocardial dysfunction. Cardiopulmonary resuscitation immediately initiated by healthcare personnel was associated with lower odds of myocardial dysfunction (OR 0.40; 95% CI 0.17-0.97). There was no association between early myocardial dysfunction and mortality or neurological outcome. Nearly half of OHCA patients have myocardial dysfunction. A number of clinical factors are associated with myocardial dysfunction, and may aid providers in anticipating which patients need early diagnostic evaluation and specific treatments. Early myocardial dysfunction is not associated with neurologically intact survival.

Progress Of In-Stent Restenosis After Vertebral Artery Ostium Stenosis And Imaging Assessments, Jingzhi Li, Md, John R. Eisenbrey, Phd, Yang Hua, Md

Department of Radiology Faculty Papers

Stenting has become one of the primary procedure to treat vertebral artery ostium stenosis patients. Postoperative in­stent restenosis (ISR) of the stenting is still one of the unsolved issues and requires systematic and further investigation. Through imaging assessments, ISR could be identified and evaluated in clinical practice and researches.

Sex-Related Differences In Outcomes Of Thoracic Organ Transplantation And Mechanical Circulatory Support, Daoud Daoud, Faisal H Cheema, Jeffrey A Morgan, Gabriel Loor

The Texas Heart Institute Journal

No abstract provided.

Prognostic Performance Of Prospective Versus Retrospective Electrocardiographic Gating In Coronary Computed Tomographic Angiography, Pradnya Velankar, Kongkiat Chaikriangkrai, Ninad Dewal, Sayf Khaleel Bala, Belqis Elferjani, Sama Alchalabi, Su Min Chang

The Texas Heart Institute Journal

Coronary computed tomographic angiography (CCTA) with prospective electrocardiographic gating reduces radiation exposure, but its prognostic power for predicting cardiovascular risk in patients with suspected CAD has not been fully validated. To determine whether prospective gating performs as well as retrospective gating in this population, we compared these scan modes in patients undergoing 64-slice CCTA.

From January 2009 through September 2011, 1,407 patients underwent CCTA; of these, 915 (mean age, 57.8 ± 13.5 yr; 54% male) had suspected coronary artery disease at the time of CCTA and were included in the study. Prospective gating was used in 195 (21%) and retrospective …

High-Risk Cardiovascular Conditions In Sports-Related Sudden Death: Prevalence In 5,169 Schoolchildren Screened Via Cardiac Magnetic Resonance, Paolo Angelini, Benjamin Y Cheong, Veronica V Lenge De Rosen, Alberto Lopez, Carlo Uribe, Anthony H Masso, Syed W Ali, Barry R Davis, Raja Muthupillai, James T Willerson

The Texas Heart Institute Journal

Improving preparticipation screening of candidates for sports necessitates establishing the prevalence of high-risk cardiovascular conditions (hr-CVC) that predispose young people to sudden cardiac death (SCD). Our accurate, novel protocol chiefly involved the use of cardiac magnetic resonance (CMR) to estimate this prevalence.

Middle and high school students from a general United States population were screened by means of questionnaires, resting electrocardiograms, and CMR to determine the prevalence of 3 types of hr-CVC: electrocardiographic abnormalities, cardiomyopathies, and anomalous coronary artery origin from the opposite sinus with intramural coronary course (ACAOS-IM). We examined the range of normal left ventricular size and function …

Genetic Testing In Cardiovascular Medicine, Ali J Marian

The Texas Heart Institute Journal

No abstract provided.

Role Of Echocardiography In The Intensive Care Unit: Overview Of The Most Common Clinical Scenarios, Luca Longobardo, Concetta Zito, Scipione Carerj, Giuseppe Caracciolo, Bijoy K. Khandheria

Journal of Patient-Centered Research and Reviews

The intensive care unit (ICU) is among the more important settings in which echocardiography plays a pivotal role. The ease of use, speed of execution, and completeness of information on heart anatomy and function that echocardiography is able to provide makes this tool the perfect diagnostic technique in patients for whom exhaustive information must be quickly obtained by physicians who sometimes lack specific skills in cardiovascular imaging. However, the clinical entities encountered by ICU clinicians are often difficult to distinguish and patient symptoms may not be obvious. This brief review describes three common clinical scenarios that benefit from echocardiography in …

An Atypical Case Of Silent Aortic Dissection In A Peritoneal Dialysis Patient: A Case Report And Review Of Literature, Waqas Javed Siddique, Ali Arif, Mohammad Harisullah Khan, Maryam Khan, Muhammad Owais Hanif, Muhammad Junaid Mehboob, Muhammad Aslam, Ayesha Aslam, Hasan Arif, Sandeep Aggarwal

Medical College Documents

Objective: Unusual clinical course
Background: Aortic dissection presents with acute chest or back pain and is associated with high mortality. We present a case of aortic dissection with an atypical presentation in a peritoneal dialysis patient, and the challenges met with peritoneal dialysis.
Case Report: A 53-year-old African American male presented with progressively worsening exertional dyspnea and orthopnea for 3 days without any history of chest pain. His chest x-ray showed mild pulmonary edema. He was admitted with a diagnosis of heart failure. Bedside echocardiogram revealed severe aortic regurgitation and concern for possible aortic dissection. Computed tomography …