Critical Care Commons^™

Bayesian Reanalysis Of Early Remdesivir For The Treatment Of Covid-19 In Outpatients With High Risk Of Progression To Severe Disease, Mazin Abdelghany, Fang Yu, Stephen I. Rennard, Yeongjin Gwon

Journal Articles: Pulmonary & Critical Care Med

BACKGROUND: Though Bayesian methods are flexible, intuitive, and readily incorporated into clinical decision-making, with particular utility when prior information is available, they remain underutilized in the analysis of clinical trials.

METHODS: In PINETREE, a Phase 3 randomized controlled trial (RCT) of remdesivir (RDV) for the treatment of outpatients with COVID-19 at high risk of severe disease, the primary outcome of COVID-19-related hospitalization or all-cause death was reanalyzed using a range of reference and data-driven priors. Posterior probability distributions were used to calculate the probability that the estimated hazard ratio (HR) was below a range of clinically meaningful specified thresholds and …

External Multicenter Validation Of The Esah Score For Predicting Outcomes After Subarachnoid Hemorrhage, Natália Vasconcellos De Oliveira Souza, Rohan Sharma, Otavio Frederico De Toledo, Ingrid Pereira Marques, Salvador F. Gutierrez-Aguirre, Lara-Velazquez Montserrat, Eric Sauvageau, Naval Neeraj, Amin Aghaebrahim, Feres Chaddad Neto, Ricardo A. Hanel, Gisele Sampaio Silva, William David Freeman

Jefferson Hospital Staff Papers and Presentations

Reliable assessment of prognosis after aneurysmal subarachnoid hemorrhage (SAH) is essential to inform clinical decision-making and prevent premature assumptions of poor outcome. The enhanced SAH (eSAH) score combines three routinely available variables-age, Glasgow Coma Scale (GCS), and subarachnoid hemorrhage blood volume (SAHV)-to provide an objective framework for early outcome stratification. SAHV is estimated using the ABC/2-derived ellipsoid method applied across five major cisternal compartments on non-contrast CT. While the eSAH score has shown promise in initial derivation studies, its external performance and calibration have not yet been validated across diverse healthcare settings. We conducted a retrospective cohort study using consecutive …

Frequency, Duration, And Cost Of Pulmonary Exacerbations Among Patients With Bronchiectasis, Maitreyee Mohanty, Claudia Leiras, Haiyan Sun, Reina Rau, John Fastenau, Joseph Feliciano, Sunjay R Devarajan

Faculty, Staff and Students Publications

Background: In administrative claims database studies of bronchiectasis, pulmonary exacerbations are usually defined using a fixed period for their start and end, which prevents assessment of exacerbation duration and thereby limits assessment of exacerbation characteristics. Here, we applied a novel cost-based algorithm to characterize exacerbations.

Methods: This cohort study used the Merative MarketScan Commercial Claims and Encounters database, 1-Jan-2016 to 31-Dec-2022. Patients ≥18 years with bronchiectasis (≥2 outpatient or ≥1 inpatient claim with bronchiectasis; no cystic fibrosis) had 12 months of continuous enrollment before (baseline) and ≥12 months after (follow-up) index (first bronchiectasis claim). Cost-based exacerbations were identified by compound …

Global Trends And Forecast Of Cardiovascular Diseases, Cancer, And Shared Risk Factors: Insights From The Gbd 2021, Chieh Y Koo, Bryan Chong, Jayanth Jayabaskaran, Srinithy Nagarajan, Silingga M Jauhari, Yiming Chen, Li L Tan, Anurag Mehta, Muhammad S Khan, Mark Muthiah, Derek Hausenloy, A M Richards, Dennis T Ko, Christian D Mallen, Eric A Secemsky, Mark Y Chan, Paaladinesh Thavendiranathan, Nicholas W S Chew, Mamas A Mamas

Faculty, Staff and Students Publications

Background: Cardiovascular disease (CVD) and cancer share multiple risk factors and are the leading causes of morbidity and death worldwide. This study aims to examine historical and projected trends of the combined CVD-cancer global estimates and their shared risk factors.

Methods: Death and disability-adjusted life years (DALYs) associated with CVDs, cancers, and their risk factors were obtained from the GBD (Global Burden of Disease) 2021 study. Historical estimates from 1990 to 2021 and forecast data from 2025 to 2050 were examined across age groups, regions, sociodemographic index, and sex.

Results: In 2021, CVD-cancer resulted in age-standardized DALY rates of 8009 …

Centrally Inserted Central Catheter Placement Using A Novel, Handheld, Image-Guided, Robotic Device: Results Of Initial Feasibility Trial In Patients, James P Herlihy, William E Cohn, Adrian Ebner

Faculty, Staff and Students Publications

Background: Central venous access devices (CVADs) are an essential and widely used tool for the treatment of the critically ill, patients undergoing major surgery, and for many patients requiring hemodialysis. Automation of centrally inserted central catheters (CICCs) could potentially make CVAD placement safer, more effective, and more accessible. A new device that uses ultrasound image-guided, robotic needle placement, in addition to traditional Seldinger technique, to place a CICC is described.

Objective: The device was used in a small, first-in-human, trial for placing non-tunneled hemodialysis catheters (NTHDCs), in order to determine feasibility of clinical use.

Methods: Consecutive patients requiring a NTHDC, …

Assessment Of Functioning Using The Whodas 20 Among People With Myasthenia Gravis-Associated Disability: A Nationwide Follow-Up Study, Jia-Pei Hong, Chih-Hong Lee, Chien Tai Hong, Lung Chan, Chen-Chih Chung, Prangthip Charoenpong, Hou-Chang Chiu, Tsan-Hon Liou

Faculty, Staff and Students Publications

Background: Advancements in treatment have increased the life expectancy of patients with Myasthenia Gravis (MG), yet the understanding of functional changes in these individuals remains limited. In our study, we explored the functional abilities of individuals with MG using the World Health Organization Disability Assessment Schedule 2.0 (WHODAS 2.0).

Methods: This observational study analyzed data from 286 patients with MG, acquired from the Data Bank of Persons with Disabilities (TDPD) in Taiwan between July 11, 2012, and December 31, 2021. Participants were diagnosed with MG after the acute phase. The functional disability outcome was assessed using the WHODAS 2.0. Due …

Protein Biomarkers Of Interstitial Lung Abnormalities In Relatives Of Patients With Pulmonary Fibrosis, Jonathan A Rose, Mark P Steele, Esteban J Kosak Lopez, Gisli Thor Axelsson, Andrea G Galecio Chao, Alan Waich, Katie Regan, Swati Gulati, Anthony H Maeda, Sharmin Sultana, Claire Cutting, Ann-Marcia C Tukpah, Andrew J Synn, Mary B Rice, Hilary J Goldberg, Joyce S Lee, David A Lynch, Rachel K Putman, Hiroto Hatabu, Benjamin A Raby, David A Schwartz, Ivan O Rosas, Gary M Hunninghake

Faculty, Staff and Students Publications

Rationale: First-degree relatives of patients with pulmonary fibrosis (referred to here as relatives) are at high risk for interstitial lung abnormalities (ILA), highlighting the need for biomarkers for risk prediction. We aimed to identify blood proteins associated with and predictive of ILA among relatives of patients with pulmonary fibrosis.

Methods: Relatives enrolled in two independent cohorts had protein levels measured using an aptamer-based proteomic platform. ILA were assessed with computed tomography scans as per Fleischner Society recommendations. Protein associations with ILA were assessed using regression. Significant proteins were used with clinical variables to detect ILA.

Results: Of 237 relatives from …

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 …

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 …

Lung Tissue Multilayer Network Analysis Uncovers The Molecular Heterogeneity Of Chronic Obstructive Pulmonary Disease, Nuria Olvera, Jon Sánchez-Valle, Iker Núñez-Carpintero, Joselyn Rojas-Quintero, Guillaume Noell, Sandra Casas-Recasens, Alen Faiz, Philip Hansbro, Angela Guirao, Rosalba Lepore, Davide Cirillo, Alvar Agustí, Francesca Polverino, Alfonso Valencia, Rosa Faner

Faculty, Staff and Students Publications

Rationale: Chronic obstructive pulmonary disease (COPD) is a heterogeneous condition. Objectives: We hypothesized that the unbiased integration of different COPD lung omics using a novel multilayer approach might unravel mechanisms associated with clinical characteristics.

Methods: We profiled mRNA, microRNA and methylome in lung tissue samples from 135 former smokers with COPD. For each omic (layer), we built a patient network on the basis of molecular similarity. The three networks were used to build a multilayer network, and optimization of multiplex modularity was used to identify patient communities across the three distinct layers. Uncovered communities were related to clinical features.

Measurements …

Transcutaneous Electrical Nerve Stimulation For Fibromyalgia-Like Syndrome In Patients With Long-Covid: A Pilot Randomized Clinical Trial, Alejandro Zulbaran-Rojas, Rasha O Bara, Myeounggon Lee, Miguel Bargas-Ochoa, Tina Phan, Manuel Pacheco, Areli Flores Camargo, Syed Murtaza Kazmi, Mohammad Dehghan Rouzi, Dipaben Modi, Fidaa Shaib, Bijan Najafi

Faculty, Staff and Students Publications

This study investigated the effect of Transcutaneous Electrical Nerve Stimulation (TENS) for fibromyalgia-like symptoms including chronic widespread musculoskeletal pain, fatigue, and/or gait impairment in twenty-five individuals with long-COVID. Participants were randomized to a high dose (intervention group, IG) or low dose (placebo group, PG) TENS device. Both groups received daily 3-5 h of TENS therapy for 4-weeks. The Brief Pain Inventory assessed functional interference from pain (BPI-I), and pain severity (BPI-S). The global fatigue index (GFI) assessed functional interference from fatigue. Wearable technology measured gait parameters during three 30-feet consecutive walking tasks. At 4-weeks, the IG exhibited a greater decrease …

Effectiveness Of Original Monovalent And Bivalent Covid-19 Vaccines Against Covid-19-Associated Hospitalization And Severe In-Hospital Outcomes Among Adults In The United States, September 2022-August 2023, Jennifer Decuir, Diya Surie, Yuwei Zhu, Adam S Lauring, Manjusha Gaglani, Tresa Mcneal, Shekhar Ghamande, Ithan D Peltan, Samuel M Brown, Adit A Ginde, Aimee Steinwand, Nicholas M Mohr, Kevin W Gibbs, David N Hager, Harith Ali, Anne Frosch, Michelle N Gong, Amira Mohamed, Nicholas J Johnson, Vasisht Srinivasan, Jay S Steingrub, Akram Khan, Laurence W Busse, Abhijit Duggal, Jennifer G Wilson, Nida Qadir, Steven Y Chang, Christopher Mallow, Jennie H Kwon, Matthew C Exline, Nathan I Shapiro, Cristie Columbus, Ivana A Vaughn, Mayur Ramesh, Basmah Safdar, Jarrod M Mosier, Jonathan D Casey, H Keipp Talbot, Todd W Rice, Natasha Halasa, James D Chappell, Carlos G Grijalva, Adrienne Baughman, Kelsey N Womack, Jillian P Rhoads, Sydney A Swan, Cassandra Johnson, Nathaniel Lewis, Sascha Ellington, Fatimah S Dawood, Meredith Mcmorrow, Wesley H Self, Investigating Respiratory Viruses In The Acutely Ill (Ivy) Network

Faculty, Staff and Students Publications

BACKGROUND: Assessments of COVID-19 vaccine effectiveness are needed to monitor the protection provided by updated vaccines against severe COVID-19. We evaluated the effectiveness of original monovalent and bivalent (ancestral strain and Omicron BA.4/5) COVID-19 vaccination against COVID-19-associated hospitalization and severe in-hospital outcomes.

METHODS: During September 8, 2022 to August 31, 2023, adults aged ≥ 18 years hospitalized with COVID-19-like illness were enrolled at 26 hospitals in 20 US states. Using a test-negative case-control design, we estimated vaccine effectiveness (VE) with multivariable logistic regression adjusted for age, sex, race/ethnicity, admission date, and geographic region.

RESULTS: Among 7028 patients, 2924 (41.6%) were …

The Discover In-Hospital Cardiac Arrest (Discover Ihca) Study: An Investigation Of Hospital Practices After In-Hospital Cardiac Arrest, Luke Andrea, Nathaniel S Herman, Jacob Vine, Katherine M Berg, Saiara Choudhury, Mariana Vaena, Jordan E Nogle, Saleem M Halablab, Aarthi Kaviyarasu, Jonathan Elmer, Gabriel Wardi, Alex K Pearce, Conor Crowley, Micah T Long, J Taylor Herbert, Kipp Shipley, Brittany D Bissell Turpin, Michael J Lanspa, Adam Green, Shekhar A Ghamande, Akram Khan, Siddharth Dugar, Aaron M Joffe, Michael Baram, Cooper March, Nicholas J Johnson, Alexander Reyes, Krassimir Denchev, Michael Loewe, Ari Moskowitz

Division of Pulmonary, Allergy, and Critical Care Medicine Faculty Papers

IMPORTANCE: In-hospital cardiac arrest (IHCA) is a significant public health burden. Rates of return of spontaneous circulation (ROSC) have been improving, but the best way to care for patients after the initial resuscitation remains poorly understood, and improvements in survival to discharge are stagnant. Existing North American cardiac arrest databases lack comprehensive data on the post-resuscitation period, and we do not know current post-IHCA practice patterns. To address this gap, we developed the Discover In-Hospital Cardiac Arrest (Discover IHCA) study, which will thoroughly evaluate current post-IHCA care practices across a diverse cohort.

OBJECTIVES: Our study collects granular data on post-IHCA …

Gastrocnemius Electrical Stimulation Increases Ankle Dorsiflexion Strength In Patients With Post-Acute Sequelae Of Sars-Cov-2 (Pasc): A Double-Blind Randomized Controlled Trial, Myeounggon Lee, Alejandro Zulbaran-Rojas, Miguel Bargas-Ochoa, Bernardo Martinez-Leal, Rasha Bara, Areli Flores-Camargo, M G Finco, Ram Kinker Mishra, Jaewon Beom, Dipaben Modi, Fidaa Shaib, Bijan Najafi

Faculty, Staff and Students Publications

Post-Acute sequelae of SARS-CoV-2 (PASC) is a multisystem disorder causing persistent musculoskeletal deconditioning and reduced lower extremity strength. Electrical stimulation (E-Stim) to the gastrocnemius muscle can enhance strength outcomes by increasing the frequency of muscle fiber activation. We investigated its effect on individuals with PASC. Participants were randomized into intervention (IG) or control (CG) groups. The IG self-administered daily one-hour E-Stim to both their gastrocnemius muscles using a functional device over 4-week, while the CG used a sham device. Primary outcomes were ankle dorsiflexion strength assessed via dynamometry during maximum voluntary contractions, and gastrocnemius voluntary activation (GVA) via surface electromyography. …

Identification Of Sleep Phenotypes In Copd Using Machine Learning-Based Cluster Analysis, Javad Razjouyan, Nicola A Hanania, Sara Nowakowski, Ritwick Agrawal, Amir Sharafkhaneh

Faculty, Staff and Students Publications

BACKGROUND: Disturbed sleep in patients with COPD impact quality of life and predict adverse outcomes.

RESEARCH QUESTION: To identify distinct phenotypic clusters of patients with COPD using objective sleep parameters and evaluate the associations between clusters and all-cause mortality to inform risk stratification.

STUDY DESIGN AND METHODS: A longitudinal observational cohort study using nationwide Veterans Health Administration data of patients with COPD investigated for sleep disorders. Sleep parameters were extracted from polysomnography physician interpretation using a validated natural language processing algorithm. We performed cluster analysis using an unsupervised machine learning algorithm (K-means) and examined the association between clusters and mortality …

Proteomic Biomarkers Of Quantitative Interstitial Abnormalities In Copdgene And Cardia Lung Study, Bina Choi, Gabrielle Y Liu, Quanhu Sheng, Kaushik Amancherla, Andrew Perry, Xiaoning Huang, Ruben San José Estépar, Samuel Y Ash, Weihua Guan, David R Jacobs, Fernando J Martinez, Ivan O Rosas, Russell P Bowler, Jonathan A Kropski, Nicholas E Banovich, Sadiya S Khan, Raúl San José Estépar, Ravi Shah, Bharat Thyagarajan, Ravi Kalhan, George R Washko

Faculty, Staff and Students Publications

Rationale: Quantitative interstitial abnormalities (QIAs) are early measures of lung injury automatically detected on chest computed tomography scans. QIAs are associated with impaired respiratory health and share features with advanced lung diseases, but their biological underpinnings are not well understood. Objectives: To identify novel protein biomarkers of QIAs using high-throughput plasma proteomic panels within two multicenter cohorts.

Methods: We measured the plasma proteomics of 4,383 participants in an older, ever-smoker cohort (COPDGene [Genetic Epidemiology of Chronic Obstructive Pulmonary Disease]) and 2,925 participants in a younger population cohort (CARDIA [Coronary Artery Disease Risk in Young Adults]) using the SomaLogic SomaScan assays. …

Mobilise-D Insights To Estimate Real-World Walking Speed In Multiple Conditions With A Wearable Device, Cameron Kirk, Arne Küderle, M Encarna Micó-Amigo, Tecla Bonci, Anisoara Paraschiv-Ionescu, Martin Ullrich, Abolfazl Soltani, Eran Gazit, Francesca Salis, Lisa Alcock, Kamiar Aminian, Clemens Becker, Stefano Bertuletti, Philip Brown, Ellen Buckley, Alma Cantu, Anne-Elie Carsin, Marco Caruso, Brian Caulfield, Andrea Cereatti, Lorenzo Chiari, Ilaria D'Ascanio, Judith Garcia-Aymerich, Clint Hansen, Jeffrey M Hausdorff, Hugo Hiden, Emily Hume, Alison Keogh, Felix Kluge, Sarah Koch, Walter Maetzler, Dimitrios Megaritis, Arne Mueller, Martijn Niessen, Luca Palmerini, Lars Schwickert, Kirsty Scott, Basil Sharrack, Henrik Sillén, David Singleton, Beatrix Vereijken, Ioannis Vogiatzis, Alison J Yarnall, Lynn Rochester, Claudia Mazzà, Bjoern M Eskofier, Silvia Del Din

Faculty, Staff and Student Publications

This study aimed to validate a wearable device's walking speed estimation pipeline, considering complexity, speed, and walking bout duration. The goal was to provide recommendations on the use of wearable devices for real-world mobility analysis. Participants with Parkinson's Disease, Multiple Sclerosis, Proximal Femoral Fracture, Chronic Obstructive Pulmonary Disease, Congestive Heart Failure, and healthy older adults (n = 97) were monitored in the laboratory and the real-world (2.5 h), using a lower back wearable device. Two walking speed estimation pipelines were validated across 4408/1298 (2.5 h/laboratory) detected walking bouts, compared to 4620/1365 bouts detected by a multi-sensor reference system. In the …

Polygenic And Transcriptional Risk Scores Identify Chronic Obstructive Pulmonary Disease Subtypes In The Copdgene And Eclipse Cohort Studies, Matthew Moll, Julian Hecker, John Platig, Jingzhou Zhang, Auyon J. Ghosh, Katherine A. Pratte, Rui-Sheng Wang, Davin Hill, Iain R. Konigsberg, Joe W. Chiles, Craig P. Hersh, Peter J. Castaldi, Kimberly Glass, Jennifer G. Dy, Don D. Sin, Ruth Tal-Singer, Majd Mouded, Stephen I. Rennard, Gary P. Anderson, Gregory L. Kinney, Russell P. Bowler, Jeffrey L. Curtis, Merry-Lynn Mcdonald, Edwin K. Silverman, Brian D. Hobbs, Michael H. Cho

Journal Articles: Pulmonary & Critical Care Med

BACKGROUND: Genetic variants and gene expression predict risk of chronic obstructive pulmonary disease (COPD), but their effect on COPD heterogeneity is unclear. We aimed to define high-risk COPD subtypes using genetics (polygenic risk score, PRS) and blood gene expression (transcriptional risk score, TRS) and assess differences in clinical and molecular characteristics.

METHODS: We defined high-risk groups based on PRS and TRS quantiles by maximising differences in protein biomarkers in a COPDGene training set and identified these groups in COPDGene and ECLIPSE test sets. We tested multivariable associations of subgroups with clinical outcomes and compared protein-protein interaction networks and drug repurposing …

Survivorship, Outcomes, And Risk Factors For Conversion To Total Hip Arthroplasty After Revision Hip Arthroscopic Surgery In Obese Patients: Results At A Minimum 5-Year Follow-Up, Peng Li, Jie Luo, Zilong Zheng, Lu Meng, Anqi Zhang, Wei Cao, Xiaomei Gong

Faculty, Staff and Student Publications

OBJECTIVE: A high number of Non-Small Cell Lung Cancer (NSCLC) patients with brain metastasis who have not had surgery often have a negative outlook. Radiotherapy remains a most common and effective method. Nomograms were developed to forecast the cancer-specific survival (CSS) and overall survival (OS) in NSCLC individuals with nonoperative brain metastases who underwent radiotherapy.

METHODS: Information was gathered from the Surveillance, Epidemiology, and End Results (SEER) database about patients diagnosed with NSCLC who had brain metastases not suitable for surgery. Nomograms were created and tested using multivariate Cox regression models to forecast CSS and OS at intervals of 1, …

Treatment Of High- And Intermediate-High-Risk Pulmonary Embolism By The Pulmonary Embolism Response Team: Focus On Catheter-Directed Therapies, Arkadiusz Pietrasik, Paweł Kurzyna, Piotr Szwed, Karolina Jasińska-Gniadzik, Aleksandra Gąsecka, Szymona Darocha, Dariusz Zieliński, Łukasz Szarpak, Janusz Kochman, Marcin Grabowski, Grzegorz Opolski, Adam Torbicki, Marcin Kurzyna

Faculty, Staff and Students Publications

BACKGROUND: Multidisciplinary Pulmonary Embolism Response Teams (PERTs) were established to individualize the treatment of high-risk (HR) and intermediate-high-risk (IHR) pulmonary embolism (PE) patients, which pose a challenge in clinical practice.

METHODS: We retrospectively collected the data of all HR and IHR acute PE patients consulted by PERT CELZAT between September 2017 and October 2022. The patient population was divided into four different treatment methods: anticoagulation alone (AC), systemic thrombolysis (ST), surgical embolectomy (SE), and catheter-directed therapies (CDTx). Baseline clinical characteristics, risk stratification, PE severity parameters, and treatment outcomes were compared between the four groups.

RESULTS: Of the 110 patients with …

The Pre-Adaptation Of A Stroke-Specific Self-Management Program Among Older Adults, Timothy Reistetter, Kimberly Hreha, Julianna M Dean, Monique R Pappadis, Rachel R Deer, Chih-Ying Li, Ickpyo Hong, Annalisa Na, Sara Nowakowski, Hashem M Shaltoni, Suresh K Bhavnani

Faculty, Staff and Students Publications

Objectives:

Managing multimorbidity as aging stroke patients is complex; standard self-management programs necessitate adaptations. We used visual analytics to examine complex relationships among aging stroke survivors’ comorbidities. These findings informed pre-adaptation of a component of the Chronic Disease Self-Management Program.

Methods:

Secondary analysis of 2013–2014 Medicare claims with stroke as an index condition, hospital readmission within 90 days (n=42,938), and 72 comorbidities. Visual analytics identified patient subgroups and co-occurring comorbidities. Guided by the framework for reporting adaptations and modifications to evidence-based interventions (FRAME), an interdisciplinary team developed vignettes that highlighted multimorbidity to customize the self-management program.

Results:

There were five …

Real-World Safety Of Neurohormonal Antagonist Initiation Among Older Adults Following A Heart Failure Hospitalization, Parag Goyal, Andrew R Zullo, Barbara Gladders, Chukwuma Onyebeke, Min Ji Kwak, Larry A Allen, Emily B Levitan, Monika M Safford, Lauren Gilstrap

Faculty, Staff and Student Publications

AIMS: To optimize guideline-directed medical therapy for heart failure, patients may require the initiation of multiple neurohormonal antagonists (NHAs) during and following hospitalization. The safety of this approach for older adults is not well established.

METHODS AND RESULTS: We conducted an observational cohort study of 207 223 Medicare beneficiaries discharged home following a hospitalization for heart failure with reduced ejection fraction (HFrEF) (2008-2015). We performed Cox proportional hazards regression to examine the association between the count of NHAs initiated within 90 days of hospital discharge (as a time-varying exposure) and all-cause mortality, all-cause rehospitalization, and fall-related adverse events over the …

Obstructive Sleep Apnea Modulates Clinical Outcomes Post-Acute Myocardial Infarction: A Large Longitudinal Veterans’ Dataset Report, Ritwick Agrawal, Amir Sharafkhaneh, Vijay Nambi, Ahmed Bahammam, Javad Razjouyan

Faculty, Staff and Students Publications

BACKGROUND: While the longer-term Obstructive Sleep apnea (OSA)-related intermittent hypoxia (IH) leads to various comorbidities, it has become increasingly evident that OSA confers protective advantages during and after acute myocardial infarction (AMI). We hypothesized in patients who were admitted with acute MI, the presence of OSA is associated with lower in-hospital mortality compared to those without a prior diagnosis of OSA.

METHODS: In this nationwide retrospective study utilizing Veterans Health Administration records, we included patients hospitalized for MI with a history of sleep disorders from 1999 to 2020. We divided patients into two cohorts: those with OSA and those without …

Direct Costs Of Second Aqueous Shunt Implant Versus Transscleral Cyclophotocoagulation (The Assists Trial), Jack X Ma, Alice Z Chuang, Robert M Feldman, Steve L Mansberger, Angelo P Tanna, Lauren S Blieden, Daniel Shoham, Nicholas P Bell, Ronald L Gross, Louis R Pasquale, David S Greenfield, Jeffrey M Liebmann, Robert N Weinreb

Faculty, Staff and Student Publications

PRCIS: The cost of cyclophotocoagulation is less than the cost of a second glaucoma drainage device.

PURPOSE: To compare the total direct costs of implantation of a second glaucoma drainage device (SGDD) with transscleral cyclophotocoagulation (CPC) for patients with inadequately controlled intraocular pressure (IOP) reduction, despite the presence of a preexisting glaucoma drainage device in the ASSISTS clinical trial.

METHODS: We compared the total direct cost per patient, including the initial study procedure, medications, additional procedures, and clinic visits during the study period. The relative costs for each procedure during the 90-day global period and the entire study period were …

Association Of Glucose-6-Phosphate Dehydrogenase Deficiency With Outcomes In Us Veterans With Covid-19, Sarah H Elsea, Javad Razjouyan, Kyung Min Lee, Julie A Lynch, Sharyl Martini, Lavannya M Pandit

Faculty, Staff and Students Publications

IMPORTANCE: The underlying biological risk factors for severe outcome due to SAR-CoV-2 infection are not well defined.

OBJECTIVE: To determine the association between glucose-6-phosphate dehydrogenase (G6PD) deficiency and severity of COVID-19.

DESIGN, SETTING, AND PARTICIPANTS: This retrospective cohort study included analysis of 24 700 veterans with G6PD enzyme testing prior to January 1, 2020, obtained through the US Veterans Health Administration national databases. These veterans were cross-referenced with the Veterans Administration COVID-19 Shared Data Resource for SARS-CoV-2 testing from February 15, 2020, to January 1, 2021. The final study population consisted of 4811 veterans who tested positive for SARS-CoV-2. Statistical …

Association Of Endovascular Thrombectomy Vs Medical Management With Functional And Safety Outcomes In Patients Treated Beyond 24 Hours Of Last Known Well, Amrou Sarraj, Timothy J Kleinig, Ameer E Hassan, Pere Cardona Portela, Santiago Ortega-Gutierrez, Michael G Abraham, Nathan W Manning, James E Siegler, Nitin Goyal, Laith Maali, Spiros Blackburn, Teddy Y Wu, Jordi Blasco, Arturu Renú, Navdeep S Sangha, Juan F Arenillas, Margy E Mccullough-Hicks, Adam Wallace, Daniel Gibson, Deep K Pujara, Faris Shaker, Mercedes De Lera Alfonso, Marta Olivé-Gadea, Mudassir Farooqui, Juan S Vivanco Suarez, Zachary Iezzi, Jane Khalife, Colleen G Lechtenberg, Syed K Qadri, Rami B Moussa, Mohammad A Abdulrazzak, Tareq S Almaghrabi, Osman Mir, James Beharry, Balaji Krishnaiah, Megan Miller, Najwa Khalil, Gagan J Sharma, Aristeidis H Katsanos, Ali Fadhil, Kelsey R Duncan, Yin Hu, Sheryl B Martin-Schild, Georgios K Tsivgoulis, Dennis Cordato, Anthony Furlan, Leonid Churilov, Peter J Mitchell, Adam S Arthur, Mark W Parsons, James C Grotta, Clark W Sitton, Marc Ribo, Gregory W Albers, Bruce C V Campbell

Faculty, Staff and Student Publications

IMPORTANCE: The role of endovascular thrombectomy is uncertain for patients presenting beyond 24 hours of the time they were last known well.

OBJECTIVE: To evaluate functional and safety outcomes for endovascular thrombectomy (EVT) vs medical management in patients with large-vessel occlusion beyond 24 hours of last known well.

DESIGN, SETTING, AND PARTICIPANTS: This retrospective observational cohort study enrolled patients between July 2012 and December 2021 at 17 centers across the United States, Spain, Australia, and New Zealand. Eligible patients had occlusions in the internal carotid artery or middle cerebral artery (M1 or M2 segment) and were treated with EVT or …

Henry Gas Solubility Optimization Double Machine Learning Classifier For Neurosurgical Patients, Diana T Mosa, Amena Mahmoud, John Zaki, Shaymaa E Sorour, Shaker El-Sappagh, Tamer Abuhmed

Faculty, Staff and Student Publications

This study aims to predict head trauma outcome for Neurosurgical patients in children, adults, and elderly people. As Machine Learning (ML) algorithms are helpful in healthcare field, a comparative study of various ML techniques is developed. Several algorithms are utilized such as k-nearest neighbor, Random Forest (RF), C4.5, Artificial Neural Network, and Support Vector Machine (SVM). Their performance is assessed using anonymous patients' data. Then, a proposed double classifier based on Henry Gas Solubility Optimization (HGSO) is developed with Aquila optimizer (AQO). It is implemented for feature selection to classify patients' outcome status into four states. Those are mortality, morbidity, …

The Geriatric Nutritional Risk Index As A Predictor Of Complications In Geriatric Trauma Patients: Author Reply In Response To: “The Admission Serum Level Of Albumin Cannot Thoroughly Represent The Nutritional Status Of Trauma Patients”, Heather R Kregel, Patrick B Murphy, Mina Attia, David E Meyer, Rachel S Morris, Ezenwa C Onyema, Sasha D Adams, Charles E Wade, John A Harvin, Lillian S Kao, Thaddeus J Puzio

Faculty, Staff and Student Publications

BACKGROUND: Malnutrition is associated with increased morbidity and mortality after trauma. The Geriatric Nutritional Risk Index (GNRI) is a validated scoring system used to predict the risk of complications related to malnutrition in nontrauma patients. We hypothesized that GNRI is predictive of worse outcomes in geriatric trauma patients.

METHODS: This was a single-center retrospective study of trauma patients 65 years or older admitted in 2019. Geriatric Nutritional Risk Index was calculated based on admission albumin level and ratio of actual body weight to ideal body weight. Groups were defined as major risk (GNRI98). The primary outcome was mortality. Secondary outcomes …

Early Short Course Of Neuromuscular Blocking Agents In Patients With Covid-19 Ards: A Propensity Score Analysis., Gianluigi Li Bassi, Kristen Gibbons, Jacky Y Suen, Heidi J Dalton, Nicole White, Amanda Corley, Sally Shrapnel, Samuel Hinton, Simon Forsyth, John G Laffey, Eddy Fan, Jonathon P Fanning, Mauro Panigada, Robert Bartlett, Daniel Brodie, Aidan Burrell, Davide Chiumello, Alyaa Elhazmi, Mariano Esperatti, Giacomo Grasselli, Carol Hodgson, Shingo Ichiba, Carlos Luna, Eva Marwali, Laura Merson, Srinivas Murthy, Alistair Nichol, Mark Ogino, Paolo Pelosi, Antoni Torres, Pauline Yeung Ng, John F Fraser

Department of Anesthesiology Faculty Papers

BACKGROUND: The role of neuromuscular blocking agents (NMBAs) in coronavirus disease 2019 (COVID-19) acute respiratory distress syndrome (ARDS) is not fully elucidated. Therefore, we aimed to investigate in COVID-19 patients with moderate-to-severe ARDS the impact of early use of NMBAs on 90-day mortality, through propensity score (PS) matching analysis.

METHODS: We analyzed a convenience sample of patients with COVID-19 and moderate-to-severe ARDS, admitted to 244 intensive care units within the COVID-19 Critical Care Consortium, from February 1, 2020, through October 31, 2021. Patients undergoing at least 2 days and up to 3 consecutive days of NMBAs (NMBA treatment), within 48 …

Patient Characteristics And Outcomes Of Type 2 Myocardial Infarction During Heart Failure Hospitalizations In The United States, Salik Nazir, Abdul Mannan Khan Minhas, Ishan S Kamat, Robert W Ariss, George V Moukarbel, Juan Carlos Plana Gomez, Savitri Fedson, Ajith Nair, Biykem Bozkurt, Hani Jneid

Faculty, Staff and Students Publications

BACKGROUND: Type 2 myocardial infarction (MI) is increasingly diagnosed in patients with heart failure (HF). A paucity of data exists pertinent to the contemporary prevalence and impact of type 2 MI in patients with HF. We studied the patient profiles and the prognostic impact of type 2 MI on outcomes of HF hospitalizations.

METHODS: The Nationwide Readmission Database 2018 was queried for patients with HF hospitalizations with and without type 2 MI. Baseline characteristics, inpatient outcomes, and 30-day all-cause readmissions between both cohorts were compared.

RESULTS: Of 1,072,674 primary HF hospitalizations included in the study, 28,813 (2.7%) had type 2 …