Pulmonology Commons^™

Targeting S1pr2 In Sepsis, One Fragmented Mitochondrion At A Time, Chao He, Jennifer L Larson-Casey

Faculty, Staff and Students Publications

No abstract provided.

Airway Immune Signatures In Severe And Fatal Infection With Covid-19, Naresh Doni Jayavelu, Jing Jing Qi, Slim Fourati, Farrah Kheradmand, Charles R Langelier, Lauren I R Ehrlich, Joann Diray-Arce, Annmarie Hoch, Monica Kraft, Patrice M Becker, Matthew C Altman, Ruth R Montgomery

Faculty, Staff and Students Publications

No abstract provided.

Secreted Phosphoprotein 1 In Lung Diseases, Hongli Liu, Cristian Coarfa, Arzoo N Charania, Jennifer L Larson-Casey, Ivan O Rosas, Chao He

Faculty, Staff and Students Publications

Secreted phosphoprotein 1 (SPP1), also known as osteopontin (OPN) or early T lymphocyte activation protein 1 (ETA-1), is a multifunctional protein involved in numerous biological processes, including immune modulation, stress response, and tissue remodeling. The role of SPP1 in interstitial lung diseases (ILDs) has become an area of increasing interest, given its elevated expression in various ILDs such as idiopathic pulmonary fibrosis (IPF), connective tissue disease-associated ILD (CTD-ILD), and pneumoconiosis, especially with recent data derived from single-cell RNA sequencing. In addition to ILDs, SPP1 has been implicated in infectious granulomatous lung diseases, lung and pleural malignancies, airway diseases, and COVID-19. …

Impact Of A Sepsis Quality Improvement Initiative On Clinical And Operational Outcomes, Christopher B. Thomas, Benjamin Wyler, Claude M. D’Antonio, Mark Laperouse, Shannon Alwood, Kristen Richard, Alyse Grantham, Roya Sheybani, Matt G. Sorrells, Wei Jien Tan, James W. Teague, Hollis O’Neal, Tonya Jagneaux

School of Medicine Faculty Publications

Background/Objectives: Sepsis is a costly and life-threatening condition caused by a dysregulated host response to infection. Lack of a reliable, timely diagnostic for sepsis leads to under- and overdiagnosis, suboptimal outcomes, and strained hospital resources. Our Lady of the Lake Regional Medical Center (OLOLRMC) implemented a sepsis learning health program to evaluate and improve outcomes through standardized ED workflows and the incorporation of a novel sepsis diagnostic test. Methods: We report the results of the first year of experience following the implementation of the learning health initiative and sepsis testing. Data from the Epic EHR were analyzed across two groups: …

The Perk/Atf4 Pathway Is Required For Metabolic Reprogramming And Progressive Lung Fibrosis, Jyotsana Pandey, Jennifer L Larson-Casey, Mallikarjun H Patil, Chao He, Nisarat Pinthong, A Brent Carter

Faculty, Staff and Students Publications

Asbestosis is a prototypical type of fibrosis that is progressive and does not resolve. ER stress is increased in multiple cell types that contribute to fibrosis; however, the mechanism(s) by which ER stress in lung macrophages contributes to fibrosis is poorly understood. Here, we show that ER stress resulted in protein kinase RNA-like ER kinase (PERK; Eif2ak3) activation in humans with asbestosis. Similar results were seen in asbestos-injured mice. Mice harboring a conditional deletion of Eif2ak3 were protected from fibrosis. Lung macrophages from asbestosis individuals had evidence of metabolic reprogramming to fatty acid oxidation (FAO). Eif2ak3fl/fl mice had increased oxygen …

Let-7 Restrains An Epigenetic Circuit In At2 Cells To Prevent Fibrogenic Intermediates In Pulmonary Fibrosis, Matthew J Seasock, Md Shafiquzzaman, Maria E Ruiz-Echartea, Rupa S Kanchi, Brandon T Tran, Lukas M Simon, Matthew D Meyer, Phillip A Erice, Shivani L Lotlikar, Stephanie C Wenlock, Scott A Ochsner, Anton Enright, Alex F Carisey, Freddy Romero, Ivan O Rosas, Katherine Y King, Neil J Mckenna, Cristian Coarfa, Antony Rodriguez

Faculty, Staff and Students Publications

MicroRNA-mediated post-transcriptional regulation of lung alveolar type 2 (AT2) and AT1 cell differentiation remains understudied. Here, we demonstrate that the let-7 miRNA family plays a homeostatic role in AT2 quiescence by preventing the uncontrolled accumulation of AT2 transitional cells and promoting AT1 differentiation. Using mouse and organoid models, we show that genetic ablation of let-7a1/let-7f1/let-7d cluster (let-7afd) in AT2 cells prevents AT1 differentiation and leads to KRT8 transitional cell accumulation in progressive pulmonary fibrosis. Integration of AGO2-eCLIP with RNA-sequencing identified direct let-7 targets within an oncogene feed-forward regulatory network, including BACH1/EZH2/MYC, which drives an aberrant fibrotic cascade. Additional CUT&RUN-sequencing analyses …

Gut Dysbiosis Patterns In Cvid Patients With Noninfectious Complications Observed In A Germ-Free Mouse Model Through Fecal Microbiota Transplantation, Joud Hajjar, Anita Y Voigt, Margaret E Conner, Alton G Swennes, Stephanie Fowler, Chadi Calarge, Danielle D Mendonca, Dominique Armstrong, Chen-Yen Chang, Jolan E Walter, Manish J Butte, Tor Savidge, Julia Oh, Farrah Kheradmand, Joseph F Petrosino

Faculty, Staff and Students Publications

Patients with common variable immunodeficiency (CVID) who develop noninfectious complications (NIC) have worse clinical outcomes than those with infections only (INF). While gut microbiome aberrations have been linked to NIC, reductionist animal models that accurately recapitulate CVID are lacking. Our aim in this study was to uncover potential microbiome roles in the development of NIC in CVID. We performed whole-genome shotgun sequencing on fecal samples from CVID patients with NIC, INF, and their household controls. We also performed fecal microbiota transplants from CVID patients to germ-free mice. We found potentially pathogenic microbes

A Rare Case Of Esophageal Perforation: Esophageal Perforation Following Cervical Spine Hardware Removal, Amira Al-Nabolsi, Jessica Kopchia, Cameron Hubbard, Hussein Hamade, Mouhamed Shatila

Conference Presentation Abstracts

An esophageal perforation is an uncommonly encountered life-threatening emergency that can lead to leakage of gastric contents into surrounding esophageal tissue. It is most commonly due to iatrogenic injury, typically involving endoscopy, intubation, or esophageal surgery. We describe an unusual case of esophageal perforation secondary to the removal of infected cervical spine hardware. A 73-year-old male with cervical spine central stenosis with history of an anterior cervical spinal fusion of C5-C7 over 40 years ago presented to the emergency department at the request of his pulmonologist. A CT scan of the neck was obtained in the outpatient setting, as the …

Development Of Parapneumonic Effusion In A Patient Using Kratom, Emma Glover, Morgan Kiryakoza, Nader Mina

Conference Presentation Abstracts

Introduction: “Kratom” refers to both Mitragyna speciosa, a tree native to Southeast Asia, and to its products, derived from the tree’s leaves, which are marked as an herbal supplement. Kratom is an herbal supplement with both opioid and stimulant-like effects. While there are no approved uses for kratom by the U.S. Food and Drug Administration, it is frequently used by individuals to manage withdrawal symptoms and cravings (especially related to opioid use), pain, fatigue, and mental health disorders. Furthermore, because kratom is unregulated, it can contain contaminants, including heavy metals and harmful bacteria. This case details the development of parapneumonic …

Liposomes As Imaging Agents Of Inflammation And Oxidative Stress In Bone Implants, Delia Danila, Patricia S Pardo, R Devesh Kumar Misra, Aladin M Boriek

Faculty, Staff and Students Publications

Liposomes are tiny, spherical vesicles made from cholesterol and natural phospholipids that are promising imaging agents for detecting medical complications. They can carry fluorescent markers or other imaging agents, making them effective for medical imaging. Furthermore, liposomes can target specific cells involved in inflammation, such as macrophages, and accumulate at inflammation sites when injected. Additionally, liposomes can be designed to respond to oxidative stress, which is often associated with bone implant complications. By detecting areas of stress, liposomes provide valuable information about implant health. However, challenges such as rapid clearance from the body, precise targeting, immune reactions, and high production …

Early Nintedanib Deployment In Covid-19 Interstitial Lung Disease (Endcov-I): Study Protocol Of A Randomised, Double-Blind, Placebo-Controlled Trial, Valeria Santibanez, Aditi Mathur, Jigna Zatakia, Nicole Ng, Michele Cohen, Emilia Bagiella, Stacey-Ann Brown, Ivan O Rosas, Nina M Patel, Amy Olson, Peide Li, Maria Padilla

Faculty, Staff and Students Publications

Introduction: In December 2019, the novel SARS-CoV-2 triggered a global pneumonia outbreak, leading to millions of deaths worldwide. A subset of survivors faces increased morbidity and mortality, particularly due to subacute lung injury evolving to chronic fibrosing interstitial lung disease. While nintedanib, a tyrosine-kinase inhibitor, shows promise in treating progressive fibrotic lung disease, limited randomised trial data exists for post-COVID-19-induced lung injury. We hypothesise that treatment with nintedanib may attenuate advancement to the fibrotic stages, offering a potential avenue for improving outcomes in this specific patient subset.

Methods and analysis: We describe the design of a multicentre, randomised, double-blind, placebo-controlled …

Advances In Idiopathic Pulmonary Fibrosis Diagnosis And Treatment, Hongli Liu, Jiaxi Shen, Chao He

Faculty, Staff and Students Publications

Significant advances have been made in diagnosing and treating idiopathic pulmonary fibrosis (IPF) in the last decade. The incidence and prevalence of IPF are increasing, and morbidity and mortality remain high despite the two Food and Drug Administration (FDA)-approved medications, pirfenidone and nintedanib. Hence, there is an urgent need to develop new diagnostic tools and effective therapeutics to improve early, accurate diagnosis of IPF and halt or reverse the progression of fibrosis with a better safety profile. New diagnostic tools such as transbronchial cryobiopsy and genomic classifier require less tissue and generally have good safety profiles, and they have been …

Characteristics And Outcomes Of Adults Hospitalized With Respiratory Syncytial Virus, Brian S. Shaw, Cara Slaton, Ian P. Murphy, Michael Mcalister, Daniel Egan, Kwabena Ayesu

The University of Louisville Journal of Respiratory Infections

Background: Respiratory syncytial virus (RSV) is a negative sense single-stranded RNA virus (ssRNA) that primarily causes respiratory infections in both children and older adults. We examined clinical characteristics and outcomes of hospitalized adult patients who tested positive for RSV.

Methods: This was a multicenter, retrospective, descriptive study that examined adult patients admitted with a positive RSV test over two years across eight hospitals in Orlando, Florida.

Results: A total of 120 patients were included, of which 88 (73%) were 60 years old and older. Overall, patients with RSV infection were caucasian (62%) with a median age of 70 years and …

Oxidative Stress Promotes Lipid-Laden Macrophage Formation Via Cyp1b1, Yin Zhu, Saugata Dutta, Yohan Han, Dooyoung Choi, Francesca Polverino, Caroline A Owen, Payaningal R Somanath, Xiaoyun Wang, Duo Zhang

Faculty, Staff and Students Publications

Emerging evidence suggests that lipid-laden macrophages (LLM) participate in lung damage in various clinical conditions. However, the mechanisms involved in LLM formation are not fully understood. In this study, we aimed to investigate the link between reactive oxygen species (ROS) and LLM formation. We found that ROS triggered by cigarette smoke extract (CSE) or H2O2 significantly promoted LLM formation. Given the key role of ROS in LLM formation, we further demonstrated that LLM formation is induced by various ROS-producing stimuli, including bacteria, oxidized low-density lipoprotein (OxLDL), hyperoxia, and E-cigarette vapor extract (EVE). Meanwhile, cytochrome P450 family-1 subfamily B member 1 …

Peripheral Extracellular Vesicles For Diagnosis And Prognosis Of Resectable Lung Cancer: The Lucex Study Protocol, Jorge Rodríguez-Sanz, Nadia Muñoz-González, José Pablo Cubero, Pablo Ordoñez, Victoria Gil, Raquel Langarita, Myriam Ruiz, Marta Forner, Marta Marín-Oto, Elisabet Vera, Pedro Baptista, Francesca Polverino, Juan Antonio Domingo, Javier García-Tirado, José María Marin, David Sanz-Rubio

Faculty, Staff and Students Publications

Background/Objectives: Lung cancer is the primary cause of cancer-related deaths. Most patients are typically diagnosed at advanced stages. Low-dose computed tomography (LDCT) has been proven to reduce lung cancer mortality, but screening programs using LDCT are associated with a high number of false positives and unnecessary thoracotomies. It is therefore imperative that a certain diagnosis is refined, especially in cases of solitary pulmonary nodules that are difficult to technically access for an accurate preoperative diagnosis. Extracellular vesicles (EVs) involved in intercellular communication may be an innovative biomarker for diagnosis and therapeutic strategies in lung cancer, regarding their ability to carry …

An Extremely Rare Case Of Group C Streptococcal Cavitary Pneumonia In Young Female, Arjun Kamath, Jorge Garza, Ethan Goldberg, Deekshita Valiveti, Abhay Vakil, Zuhair Ali

Gulf Coast Division GME Research Day 2025

No abstract provided.

Not So Sle-Ghtly Bloody, A Nguyen, Napat Rangsipat, Shai Ring, Suhas Tatapudi, Cassie Robertson, Achi Chary, Damon Cao

Gulf Coast Division GME Research Day 2025

No abstract provided.

Platypnea-Orthodeoxia Syndrome In A Case Of Septal Occlusion Device Migration, Bike Ozkan, Richard Shalmiyev, Adam Devine, Michael Pelekhach, Siddarth Kathuria, Daniel Heller, Mauricio Danckers

East Florida Division GME Research Day 2025

Introduction

Platypnea-orthodeoxia syndrome (POS) is defined by dyspnea and hypoxemia in the upright position, which improves upon recumbency. While often linked with hepatopulmonary syndrome, intracardiac etiologies, particularly a patent foramen ovale (PFO), may also be responsible. PFOs are typically managed with device closure, and while rare, device migration can occur unbeknownst to the patient with resultant critical sequelae.

Methods

Here, we present the case of an 89-year-old female with a medical history of hypertension, diabetes, and coronary artery disease status post PCI, who arrived with severe dyspnea and was subsequently intubated for profound hypoxia. A chest CT angiogram ruled out …

Cardiac Tamponade By Perforated Ventricle Post Tavr - A Rare But Life Threatening Case, Arjun Kamath, Jorge Garza, Ethan Goldberg, Deekshita Valiveti, Abhay Vakil, Zuhair Ali

Gulf Coast Division GME Research Day 2025

No abstract provided.

Severe Right Ventricular Dilation Due To Selenium Deficiency In A Post Gastric Bypass Patient - A Rare But Life Threatening Complication, Arjun Kamath, Jorge Garza, Ethan Goldberg, A Syed, Deekshita Valiveti, Abhay Vakil, Zuhair Ali, A Ashgar, Luay Alalawi, Heriberto Cantu, Thomas Alexander

Gulf Coast Division GME Research Day 2025

No abstract provided.

The Role Of Bandemia In Clinical Outcomes Of Critically Ill Septic Patients., Yerandi Gil, Grettel Gonzalez Garcia, Ambar Sekulis, Rafael Miret, Siddarth Kathuria, Mauricio Danckers, Daniel Heller

East Florida Division GME Research Day 2025

Rationale: Bandemia, defined as the presence of immature neutrophils in circulation, is commonly used as an early marker of systemic inflammation and infection. 1 However, its prognostic significance in sepsis, severe sepsis, and septic shock remains uncertain. 1-2 This study aimed to determine whether bandemia is associated with adverse clinical outcomes and increased intensive care unit (ICU) resource utilization among critically ill septic patients admitted from the emergency department (ED).

Methods: A retrospective analysis was conducted using de-identified data from the HCA Healthcare database. Adult patients (aged 18–90 years) admitted to the ICU at HCA Florida Aventura Hospital from the …

Leveraging Clinical Standards To Improve The Translational Relevance Of Therapies For Experimental Spinal Cord Injury, Aaron L. Silverstein

Theses and Dissertations--Neuroscience

Efforts to improve treatment of spinal cord injury (SCI) often use animals to develop effective therapeutics, intending to improve the survival and the quality of life of persons with SCI. Over half of all SCIs in the United States occur at the cervical level and often cause locomotor deficits and life-threatening breathing dysfunction. Thus, my dissertation is focused on this important patient population.

After beginning with a description of translational research and surveying SCI from a clinical standpoint, I turned to describe experimental models of cervical SCI and more detailed neuroimmunological findings relevant to my work. Then, I conducted a …

Skewed Adaptive Immune Responses Are Involved In Alpha-1 Antitrypsin Deficiency Emphysema, Joselyn Rojas-Quintero, Scott A Ochsner, Hyun-Sung Lee, Christine Cong, Alan Waich Cohen, Adrianne S Colborg, Konstantin Tsoyi, Maria C Basil, Edward Cantu, Ivan O Rosas, Neil J Mckenna, Raúl San-José Estépar, Igor Barjaktarevic, Andrew A Wilson, Francesca Polverino

Faculty, Staff and Students Publications

No abstract provided.

Mice With Lymphatic Dysfunction Develop Pathogenic Lung Tertiary Lymphoid Organs That Model An Autoimmune Emphysema Phenotype Of Copd, Barbara Summers, Kihwan Kim, Anjali Trivedi, Tyler M Lu, Sean Houghton, Jade Palmer-Johnson, Joselyn Rojas-Quintero, Juan Cala-Garcia, Tania Pannellini, Francesca Polverino, Raphaël Lis, Hasina Outtz Reed

Faculty, Staff and Students Publications

We have previously shown that mice with a loss of C-type lectin-like type II (CLEC2), which have lymphatic dysfunction due to the role of CLEC2 in platelets for maintaining separation between the venous and lymphatic system, develop lung tertiary lymphoid organ (TLO) formation and lung injury that resembles an emphysema phenotype of chronic obstructive pulmonary disease (COPD). We now sought to investigate whether and how TLOs in these mice may play a pathogenic role in lung injury that is relevant to human disease. We found that inhibiting TLO formation using an anti-CD20 antibody in CLEC2-deficient mice partially blocked the development …

B-Cell Immune Repertoire Sequencing In Tobacco Cigarette Smoking, Vaping, And Chronic Obstructive Pulmonary Disease In The Copdgene Cohort, Matthew Moll, Zhonghui Xu, Adel Boueiz, Min Hyung Ryu, Edwin K Silverman, Michael H Cho, Craig P Hersh, Maor Sauler, Francesca Polverino, Gregory L Kinney, Jeffrey L Curtis, Laura E Crotty-Alexander, Christopher Vollmers, Peter J Castaldi

Faculty, Staff and Students Publications

Rationale: Cigarette smoking (CS) impairs B-cell function and antibody production, increasing infection risk. The impact of e-cigarette use ('vaping') and combined CS and vaping ('dual-use') on B-cell activity is unclear.

Objective: To examine B-cell receptor sequencing (BCR-seq) profiles associated with CS, vaping, and dual-use.

Methods: BCR-seq was performed on blood RNA samples from 234 participants in the COPDGene study. We assessed multivariable associations of B-cell function measures (immunoglobulin heavy chain (IGH) subclass expression and usage, class-switching, V allele usage, and clonal expansion) with CS, vaping, and dual-use. We adjusted for multiple comparisons using the Benjamini-Hochberg method, identifying significant associations at …

Advancing Narcolepsy Advocacy: Bridging Patient Narratives And Systemic Change, Ahmed Salem Bahammam, Lindsay Jesteadt, Hamza Dhafar, Amir Sharafkhaneh

Faculty, Staff and Students Publications

We introduce the Stigma-to-Structure Advocacy Framework, a novel, evidence-based model designed to transform narcolepsy advocacy by systematically bridging patient narratives with structural change. Narcolepsy remains a profoundly underdiagnosed and misunderstood neurological disorder, with persistent diagnostic delays and pervasive cultural stigma undermining patient well-being and access to care. Despite recent progress in awareness and support, advocacy efforts remain fragmented and insufficiently integrated with health policy, particularly in low- and middle-income countries. This perspective advances a strategic evolution of narcolepsy advocacy through the Stigma-to-Structure Advocacy Framework, which is anchored in three pillars: narrative-driven awareness, clinical system integration, and policy activation. Drawing on …

Long-Term Anti-Sars-Cov-2 Antibody Trajectories After Neutralizing Monoclonal Antibody Treatment, Elizabeth S Munroe, Greg A Grandits, Robert C Hyzy, Hallie C Prescott, Thomas W Barrett, Robin L Dewar, Nicole Engen, Anna L Goodman, Timothy J Hatlen, Helene Highbarger, Thomas L Holland, Gareth Hughes, Tomas O Jensen, Muhammad A Khan, Ioannis Kalomenidis, Nayon Kang, Sylvain Laverdure, Prasad Manian, Vidya Menon, Ravi Patel, Srikanth Ramachandruni, Tauseef Rehman, Kathryn Shaw-Saliba, Birgit Thorup Røge, David M Vock, Amy C Weintrob, Barnaby E Young, Anne P Frosch, Strive Network And Therapeutics For Inpatients With Covid-19 (Tico) Study Groups

Faculty, Staff and Students Publications

Background: Neutralizing monoclonal antibodies (nMAbs) have been used to treat COVID-19 and are increasingly being used to treat other infections. However, there is concern that by neutralizing the SARS-CoV-2 virus, nMAbs may decrease the availability of antigens to the immune system, potentially impairing the endogenous polyclonal immune response and decreasing long-term immune protection.

Methods: We compared 28 and 90-day anti-SARS-CoV-2 spike protein neutralization activity and anti-SARS-CoV-2 nucleocapsid response for patients hospitalized with COVID-19 infection randomized to receive nMAbs or placebo in the large platform ACTIV-3/TICO trials. We pooled results from four trials of anti-spike nMAbs. For most tested agents, measurements …

Issue 12: Pulmonary &Critical Care Insider, Bharat Bajantri Md, Sarah Ellsworth-Hoffman Mls, Dustin D Linn, Numra Urooj Md

Critical Care & Pulmonary

Pulmonary & Critical Care Insider Issue 12

Compiled by Bharat Bajantri, MD, and librarian Sarah Ellsworth, MLS for the clinicians of the Pulmonary and Critical Care team of Parkview.

The Pulmonary & Critical Care Insider newsletter was created by Dr. Bharat Bajantri, MD and Sarah Ellsworth, MLS in 2023 as a form of current awareness for current practice at our hospital, Parkview Health.

Topics: Original Study Summaries, Viewpoints, and Snapshots

Early COPD & Asthma Diagnosis & Treatment, ENHANCE trial, ANNEXA-I trial, Angiotensin II Use in Vasodilatory Shock, Ammonia in Liver Failure, Pirfenidone and more.

Exploring Fibroblast Interactions On Nanocrystalline Surfaces In Physiological Environments Through A Phenomenological Lens, R D K Misra, Aladin M Boriek

Faculty, Staff and Students Publications

The cytological behaviour and functional dynamics (adhesion, spreading, synthesis of proteins) of fibroblasts when interacting with biomedical surfaces are intricately influenced by the inherent nature of surface (nanocrystalline or microcrystalline), where the nanocrystalline (NC) surface is preferred in relation to the microcrystalline (MC) surface. This preference is a direct consequence of the distinct differences in physical and chemical characteristics between NC and MC surfaces, which include crystal boundary bio-physical attributes, electron work function, surface energy, and charge carrier density. The observed variances in cytological behaviour at the interfaces of NC and MC bio-surfaces can be attributed to these fundamental differences, …

Predicting Severe Covid-19 Using Readily Available Admission Indicators: Spo2/Fio2 Ratio, Comorbidity Index, And Gender, Luan D. Vu, Rebecca C. Christofferson, Hollis R. O’Neal, Diana Hamer, Anh T.Q. Phan, Katie M. Vance, E. A. Turner, Avinash Kumar, Ibrahim Musa Yola, Natalie Lim, Beverly Ogden, Stephania A. Cormier

School of Medicine Faculty Publications

The focus of this study was to identify risk factors for severe and critical COVID-19, evaluate local respiratory immune responses to SARS-CoV-2 infection, and develop a prognostic tool for COVID-19 severity using accessible early indicators. Using nasopharyngeal swab samples from hospitalized patients with COVID-19 of varying severity during the first wave of the pandemic from March to May 2020 in Louisiana, we evaluated the association between COVID-19 severity and viral load, respiratory immune mediators, and demographic/clinical factors. We found that the SpO2/FiO2 ratio at triage, total comorbidity burden (represented by Charlson Comorbidity Index), and gender were significantly associated with COVID-19 …