Internal Medicine Commons^™

Artificial Intelligence In Clinical And Translational Science: Successes, Challenges And Opportunities, Elmer V Bernstam, Paula K Shireman, Funda Meric-Bernstam, Meredith N Zozus, Xiaoqian Jiang, Bradley B Brimhall, Ashley K Windham, Susanne Schmidt, Shyam Visweswaran, Ye Ye, Heath Goodrum, Yaobin Ling, Seemran Barapatre, Michael J Becich

Faculty, Staff and Student Publications

Artificial intelligence (AI) is transforming many domains, including finance, agriculture, defense, and biomedicine. In this paper, we focus on the role of AI in clinical and translational research (CTR), including preclinical research (T1), clinical research (T2), clinical implementation (T3), and public (or population) health (T4). Given the rapid evolution of AI in CTR, we present three complementary perspectives: (1) scoping literature review, (2) survey, and (3) analysis of federally funded projects. For each CTR phase, we addressed challenges, successes, failures, and opportunities for AI. We surveyed Clinical and Translational Science Award (CTSA) hubs regarding AI projects at their institutions. Nineteen …

Efficacy And Safety Of Covid-19 Convalescent Plasma In Hospitalized Patients: A Randomized Clinical Trial, Mila B Ortigoza, Hyunah Yoon, Keith S Goldfeld, Andrea B Troxel, Johanna P Daily, Yinxiang Wu, Yi Li, Danni Wu, Gia F Cobb, Gillian Baptiste, Mary O'Keeffe, Marilou O Corpuz, Luis Ostrosky-Zeichner, Amee Amin, Ioannis M Zacharioudakis, Dushyantha T Jayaweera, Yanyun Wu, Julie V Philley, Megan S Devine, Mahalia S Desruisseaux, Alessandro D Santin, Shweta Anjan, Reeba Mathew, Bela Patel, Masayuki Nigo, Rabi Upadhyay, Tania Kupferman, Andrew N Dentino, Rahul Nanchal, Christian A Merlo, David N Hager, Kartik Chandran, Jonathan R Lai, Johanna Rivera, Chowdhury R Bikash, Gorka Lasso, Timothy P Hilbert, Monika Paroder, Andrea A Asencio, Mengling Liu, Eva Petkova, Alexander Bragat, Reza Shaker, David D Mcpherson, Ralph L Sacco, Marla J Keller, Corita R Grudzen, Judith S Hochman, Liise-Anne Pirofski, Lalitha Parameswaran, Anthony T Corcoran, Abhinav Rohatgi, Marta W Wronska, Xinyuan Wu, Ranjini Srinivasan, Fang-Ming Deng, Thomas D Filardo, Jay Pendse, Simone B Blaser, Olga Whyte, Jacqueline M Gallagher, Ololade E Thomas, Danibel Ramos, Caroline L Sturm-Reganato, Charlotte C Fong, Ivy M Daus, Arianne Gisselle Payoen, Joseph T Chiofolo, Mark T Friedman, Ding Wen Wu, Jessica L Jacobson, Jeffrey G Schneider, Uzma N Sarwar, Henry E Wang, Ryan M Huebinger, Goutham Dronavalli, Yu Bai, Carolyn Z Grimes, Karen W Eldin, Virginia E Umana, Jessica G Martin, Timothy R Heath, Fatimah O Bello, Daru Lane Ransford, Maudry Laurent-Rolle, Sheela V Shenoi, Oscar Bate Akide-Ndunge, Bipin Thapa, Jennifer L Peterson, Kelly Knauf, Shivani U Patel, Laura L Cheney, Christopher A Tormey, Jeanne E Hendrickson

Faculty, Staff and Student Publications

IMPORTANCE: There is clinical equipoise for COVID-19 convalescent plasma (CCP) use in patients hospitalized with COVID-19.

OBJECTIVE: To determine the safety and efficacy of CCP compared with placebo in hospitalized patients with COVID-19 receiving noninvasive supplemental oxygen.

DESIGN, SETTING, AND PARTICIPANTS: CONTAIN COVID-19, a randomized, double-blind, placebo-controlled trial of CCP in hospitalized adults with COVID-19, was conducted at 21 US hospitals from April 17, 2020, to March 15, 2021. The trial enrolled 941 participants who were hospitalized for 3 or less days or presented 7 or less days after symptom onset and required noninvasive oxygen supplementation.

INTERVENTIONS: A unit of …

Improving Transcatheter Aortic Valve Interventional Predictability Via Fluid-Structure Interaction Modelling Using Patient-Specific Anatomy, Vijay Govindarajan, Arun Kolanjiyil, Nils P Johnson, Hyunggun Kim, Krishnan B Chandran, David D Mcpherson

Faculty, Staff and Student Publications

Transcatheter aortic valve replacement (TAVR) is now a standard treatment for high-surgical-risk patients with severe aortic valve stenosis. TAVR is being explored for broader indications including degenerated bioprosthetic valves, bicuspid valves and for aortic valve (AV) insufficiency. It is, however, challenging to predict whether the chosen valve size, design or its orientation would produce the most-optimal haemodynamics in the patient. Here, we present a novel patient-specific evaluation framework to realistically predict the patient's AV performance with a high-fidelity fluid-structure interaction analysis that included the patient's left ventricle and ascending aorta (AAo). We retrospectively evaluated the pre- and post-TAVR dynamics of …

Conceptual Framework For A Cardiac Surgery Simulation Laboratory And Competency-Based Curriculum In Pakistan - A Short Innovation Report, Ali Aahil Noorali, Asma A H. Merchant, Sardar Shahmir Babar Chauhan, Mustafa Ali Khan, Anam Noor Ehsan, Mohammad Bin Pervez, Muhammad Tariq, Saulat Fatimi

Medical College Documents

Simulation is a commonly utilized technique in healthcare education as it provides trainees a realistic, but safe, environment to learn a variety of skills. Trainees belonging to fields known for high stakes with low margins for error, such as cardiac surgery, can greatly benefit from simulation-based education. We propose the establishment of the first multi-tier high fidelity cardiac surgery simulation lab with a structured curriculum that will eventually provide multidisciplinary training to promising cardiac surgeons across Pakistan. The simulation lab may also be used for research, grant acquisition and patent development. Our setup will include the following levels of simulation: …

(#Womeninddw) Persistent Speaker Gender Gap At The Premier Digestive Disease Event, Zubair Khan, Rabia Rukhshan, Asmeen Bhatt, Sushovan Guha, Srinivas Ramireddy, Prithvi Patil, Ricardo Badillo, Roy Tomas Davee, Nirav Thosani

Faculty, Staff and Student Publications

BACKGROUND: Over the last few decades, advances have been made regarding gender equality starting from medical students to trainees, to leadership in academics. The female representation in specialty academic conferences not only reflects the existing gender disparities in that specialty but also can influence young female trainees to join that field. Digestive Disease Week (DDW) is the premier digestive disease event. We aimed to calculate the proportion of female representation among speakers and moderators at the DDW meetings held from 2018 to 2020.

METHODS: The data for DDW 2018-2020 were collected via the online web-based planner. The gender of speakers …

Gut Microbial Trimethylamine Is Elevated In Alcohol-Associated Hepatitis And Contributes To Ethanol-Induced Liver Injury In Mice, Robert N. Helsley, Tatsunori Miyata, Anagha Kadam, Venkateshwari Varadharajan, Naseer Sangwan, Emily C. Huang, Rakhee Banerjee, Amanda L. Brown, Kevin K. Fung, William J. Massey, Chase Neumann, Danny Orabi, Lucas J. Osborn, Rebecca C. Schugar, Megan R. Mcmullen, Annette Bellar, Kyle L. Poulsen, Adam Kim, Vai Pathak, Marko Mrdjen

Pediatrics Faculty Publications

There is mounting evidence that microbes residing in the human intestine contribute to diverse alcohol-associated liver diseases (ALD) including the most deadly form known as alcohol-associated hepatitis (AH). However, mechanisms by which gut microbes synergize with excessive alcohol intake to promote liver injury are poorly understood. Furthermore, whether drugs that selectively target gut microbial metabolism can improve ALD has never been tested. We used liquid chromatography tandem mass spectrometry to quantify the levels of microbe and host choline co-metabolites in healthy controls and AH patients, finding elevated levels of the microbial metabolite trimethylamine (TMA) in AH. In subsequent studies, we …

Quantitative Estimation Of Protein In Sprouts Of Vigna Radiate (Mung Beans), Lens Culinaris (Lentils), And Cicer Arietinum (Chickpeas) By Kjeldahl And Lowry Methods, Nayab Batool Rizvi, Samina Aleem, Mohammad Rizwan Khan, Sadia Ashraf, Rosa Busquets

Faculty, Staff and Student Publications

Protein scarcity is the most vital cause of long-lasting diseases and even untimely deaths in some developing nations. The application of protein in food is advantageous from the point of view of non-toxicity, biocompatibility, and dietary benefits. This study aimed to determine the protein contents of the sprouts of

Prevalence Of Infectious Diseases Among 6078 Individuals With Down Syndrome In The United States, Veronica Fitzpatrick, Anne Rivelli, Sagar Chaudhari, Laura Chicoine, Gengjie Jia, Andrey Rzhetsky, Brian Chicoine

Journal of Patient-Centered Research and Reviews

A recent disease prevalence study of the largest documented Down syndrome (DS) cohort in the United States strongly suggested significant disparity in general infectious disease conditions among individuals with DS versus those without DS. In this follow-up retrospective analysis, we explored these differences in greater detail by calculating prevalence of 52 infectious diseases, across 28 years of data among 6078 individuals with DS and 30,326 age- and sex-matched controls, abstracted from electronic medical records within a large Midwestern health system. We found that the DS cohort had higher prevalence of pneumonias (including aspiration, viral, bacterial, pneumococcal, and unspecified/atypical); otitis externa; …

Prevalence Of Endocrine Disorders Among 6078 Individuals With Down Syndrome In The United States, Anne Rivelli, Veronica Fitzpatrick, Danielle Wales, Laura Chicoine, Gengjie Jia, Andrey Rzhetsky, Brian Chicoine

Journal of Patient-Centered Research and Reviews

Findings from a recent study describing prevalence of common disease conditions in the largest documented cohort of individuals with Down syndrome (DS) in the United States strongly suggested significant disparity in endocrine disorders among these individuals when compared with age- and sex-matched individuals without DS. This retrospective, descriptive study is a follow-up report documenting prevalence of 21 endocrine disorder conditions, across 28 years of data, from 6078 individuals with DS and 30,326 age- and sex-matched controls, abstracted from electronic medical records within a large integrated health system. Overall, individuals with DS experienced higher prevalence of adrenal insufficiency and Addison’s disease; …

Tracking Sentiments Toward Fat Acceptance Over A Decade On Twitter, Sadie Bograd, Benjamin Chen, Ramakanth Kavuluru

Internal Medicine Faculty Publications

The fat acceptance (FA) movement aims to counteract weight stigma and discrimination against individuals who are overweight/obese. We developed a supervised neural network model to classify sentiment toward the FA movement in tweets and identify links between FA sentiment and various Twitter user characteristics. We collected any tweet containing either “fat acceptance” or “#fatacceptance” from 2010–2019 and obtained 48,974 unique tweets. We independently labeled 2000 of them and implemented/trained an Average stochastic gradient descent Weight-Dropped Long Short-Term Memory (AWD-LSTM) neural network that incorporates transfer learning from language modeling to automatically identify each tweet’s stance toward the FA movement. Our model …

Cystic Fibrosis And Sleep Circadian Rhythms, Mariam Louis, Peter Staiano, Lavender Micalo, Nauman Chaudary

Internal Medicine Publications

Cystic fibrosis (CF) is due to a mutation in the cystic fibrosis transmembrane conductance regulator gene (CFTR), which leads to unusual water and chloride secretion across epithelial surfaces. The lungs are responsible for most morbidity, though other organs are frequently affected. Sleep abnormalities have long been recognized in CF. Abnormal ventilation and oxygenation, sinus disease, deconditioning due to muscle weakness and recurrent infections, and inflammation have been thought to play a role in sleep disorders in CF. However, there is evidence that CFTR gene dysregulation can affect circadian rhythms in CF. Early recognition and treatment of circadian rhythms may improve …

Effect Of Interleukin-1 Blockade With Anakinra On Leukocyte Count In Patients With St-Segment Elevation Acute Myocardial Infarction, Marco Giuseppe Del Buono, Juan I. Damonte, Cory R. Trankle, Dinesh Kadariya, Salvatore Carbone, Georgia Thomas, Jeremy Turlington, Roshanak Markley, Justin M. Canada, Giuseppe G. Biondi‐Zoccai, Michael C. Kontos, Benjamin W. Van Tassell, Antonio Abbate

Internal Medicine Publications

Leukocytosis is a common finding in patients with ST elevation myocardial infarction (STEMI) and portends a poor prognosis. Interleukin 1-β regulates leukopoiesis and pre-clinical studies suggest that anakinra (recombinant human interleukin-1 [IL-1] receptor antagonist) suppresses leukocytosis in myocardial infarction. However, the effect of IL-1 blockade with anakinra on leukocyte count in patients with STEMI is unknown. We reviewed the white blood cell (WBC) and differential count of 99 patients enrolled in a clinical trial of anakinra (n = 64) versus placebo (n = 35) for 14 days after STEMI. A complete blood cell count with differential count were obtained at …

Calpain-Mediated Protein Targets In Cardiac Mitochondria Following Ischemia–Reperfusion, Ling Li, Jeremy Thompson, Ying Hu, Edward J. Lesnefsky, Belinda Willard, Qun Chen

Internal Medicine Publications

Calpain 1 and 2 (CPN1/2) are calcium-dependent cysteine proteases that exist in cytosol and mitochondria. Pharmacologic inhibition of CPN1/2 decreases cardiac injury during ischemia (ISC)–reperfusion (REP) by improving mitochondrial function. However, the protein targets of CPN1/2 activation during ISC–REP are unclear. CPN1/2 include a large subunit and a small regulatory subunit 1 (CPNS1). Genetic deletion of CPNS1 eliminates the activities of both CPN1 and CPN2. Conditional cardiomyocyte specific CPNS1 deletion mice were used in the present study to clarify the role of CPN1/2 activation in mitochondrial damage during ISC–REP with an emphasis on identifying the potential protein targets of CPN1/2. …

Influence Of Extracellular Volume Fraction On Peak Exercise Oxygen Pulse Following Thoracic Radiotherapy, Justin M. Canada, Elisabeth Weiss, John D. Grizzard, Cory R. Trankle, Leila Rezai Gharai, Franklin Dana, Leo F. Buckley, Salvatore Carbone, Dinesh Kadariya, Anthony Ricco, Jennifer H. Jordan, Ronald K. Evans, Ryan S. Garten, Benjamin W. Van Tassell, W. Gregory Hundley, Antonio Abbate

Internal Medicine Publications

Background

Radiation-induced myocardial fibrosis increases heart failure (HF) risk and is associated with a restrictive cardiomyopathy phenotype. The myocardial extracellular volume fraction (ECVF) using contrast-enhanced cardiac magnetic resonance (CMR) quantifies the extent of fibrosis which, in severe cases, results in a noncompliant left ventricle (LV) with an inability to augment exercise stroke volume (SV). The peak exercise oxygen pulse (O2Pulse), a noninvasive surrogate for exercise SV, may provide mechanistic insight into cardiac reserve. The relationship between LV ECVF and O2Pulse following thoracic radiotherapy has not been explored.

Methods

Patients who underwent thoracic radiotherapy for chest malignancies with significant incidental heart …

Case Report: Disseminated Mucormycosis In An Ostensibly Immunocompetent Patient, Chad Froes, Matt Gellatly, Brian Watson

South Atlantic Division GME Research Day 2022

No abstract provided.

Intrapulmonary Teratoma: A Rare Presentation Of Bronchiectasis, Beren Chandler, Garret Duron, Jason Mcclune, Lindsey Goldberg

South Atlantic Division GME Research Day 2022

No abstract provided.

A Quality Improvement Project To Increase Diabetic Retinopathy Screenings, Daniel Joh, Reema George, Brandi Addison

Gulf Coast Division GME Research Day 2022

No abstract provided.

A Rare Case Of Statin-Associated Autoimmune Myopathy, Mercedes Malone, Atif Siddique

North Florida Division GME Research Day 2022

No abstract available.

Improving Recombinant Zoster Vaccination Rates In Patients Receiving Biologic Therapy In The Rheumatology Clinics At The Orlando Va Healthcare System, Kathlyn Camargo Macias, Taylor Kann, Marilyn Mosquera, Ravi Shahu Khal, Ashwini Komarla

North Florida Division GME Research Day 2022

No abstract available.

Improving Inpatient Life Sustaining Treatment Documentation At Orlando Va Healthcare System, Patrick Abou Jaoude, Jomaris Centeno, Muhaimeen Hossain, Michael Stewart, Lahari Tumuluri, Jorge Restrepo, Palacios

North Florida Division GME Research Day 2022

No abstract available.