COVID-19 Commons^™

Exploring The Paradoxical Association Between Chest Ct Pulmonary Involvement And Olfactory Dysfunction In Covid-19 Patients: A Prospective Cross-Sectional Study, Abdolkarim Ghadimi-Moghadam, Saed Askari, Mohammad Amin Ghatee, Alireza Mortazavi, Saeed Javdansirat, Ali Ghadimi Moghadam, Hassan Vafapour, Zaker Salehi, Seyed Mohammad Javad Mortazavi, Lembit Sihver

Informatics and Engineering Systems Faculty Publications

Background and Aims: Olfactory dysfunction (OD) is common in COVID-19, yet its relationship with pulmonary involvement remains inconsistent. We evaluated the association between CT-based lung involvement and OD in laboratory-confirmed COVID-19.

Methods: In a prospective cross-sectional study (Yasuj University of Medical Sciences hospitals; December 26, 2021–May 22, 2022), OD was assessed using the CCCRC protocol and pulmonary involvement was categorized using a CT lung involvement score. Associations were examined using chi-square testing (categorical) and ANOVA where appropriate (α = 0.05).

Results: Among 120 patients (60 male/60 female; mean age 43.17 ± 14.76 years), 71 (59.2%) had hyposmia, and none had …

Cultural Traits May Replace Human Mobility Data In Forecasting Covid-19 Mortality: A Deep Learning Approach, Saif Abbas, Tamer Oraby, Michael G. Tyshenko, Samit Bhattacharyya

School of Mathematical & Statistical Sciences Faculty Publications

The COVID-19 pandemic highlighted the need for accurate epidemic forecasting to support public health decision-making. Most existing approaches depend heavily on human mobility data, while largely neglecting population behavior shaped by socio-cultural norms. In this study, we analyze daily COVID-19 mortality and Google mobility data from 72 countries during the first 130 d of the pandemic, a period characterized by high uncertainty and behavioral heterogeneity. In particular, we examine whether Hofstede’s country-level cultural dimensions can serve as latent behavioral forecasters of mortality in lieu of dynamic mobility indicators. Using 100 d for training and 30 d for forecasting, we employ …

Rapid Recovery Of Peripheral Oxygen Saturation In Hypoxic Covid-19 Patients With Ivermectin/Doxycycline/Zinc Multidrug Therapy, Sabine Hazan, Adriana C. Vidal, Eleftherios Gkioulekas, Anoja W. Gunaratne, Sibaish Dolai, Robert L. Clancy, Peter A. Mccullough, Thomas J. Borody

School of Mathematical & Statistical Sciences Faculty Publications

Several combination therapies for the early outpatient treatment of COVID-19 were proposed by independent research groups at the onset of the pandemic during 2020 and 2021. In this observational study, we report on the outcomes of an off-label triple combination therapy, consisting of ivermectin, doxycycline, and zinc, with adjunct vitamin C and D3 supplementation, which was used on high-risk COVID-19 patients. These patients refused an initial recommendation to seek inpatient care, despite a high-risk presentation compounded with one or more comorbidities and/or severe hypoxia. Telemedicine was used to administer personalized treatment to patients at home, who did not have access …

Online Rights Defense Among Chinese Americans Against Racial Aggression In The U.S. During The Covid-19, Fangzhu Lu, Wenshan Jia

Communication Faculty Articles and Research

Purpose

This study investigates how Chinese American communities responded to heightened racial discrimination during the COVID-19 pandemic by utilizing social media platforms to safeguard their civil rights, articulate collective concerns, and mobilize resistance against racial aggression.

Methodology

Through qualitative case study analysis, the research examines the social media activities of six advocacy organizations, including three X accounts (WashTheHate, Chinese for Affirmative Action, Asian Americans Advancing Justice) and three Instagram accounts (Stop AAPI Hate, Stop Asian Hate, Advancing Justice: AAJC). The analysis focuses on the content strategies and communication mechanisms employed to counteract racial hostility.

Findings

The selected organizations used social …

Socioeconomic Inequalities In Health-Related Quality Of Life During The Covid-19 Pandemic: A Six-Country Comparison Using The Eq-5d-5 L, Joëlle Eijkens, Joshua M. Bonsel, You-Shan Feng, M. F. Bas Janssen, Erica I. Lubetkin, Juanita A. Haagsma

Publications and Research

Purpose

Despite the growing attention to health inequalities, there is no global consensus on how to measure socio-economic status. This study examined inequalities in health-related quality of life (HRQoL) during the early phase of the COVID-19 pandemic across six countries—China, Italy, the Netherlands, Sweden, the United Kingdom (UK), and the United States (US)—using three SES indicators: education level, income, and work status.

Methods

Between April and June 2020, individuals aged 18–75 years old completed a web-based survey. HRQoL was measured using the EQ-5D-5L Level Sum Score (LSS), where higher scores indicate poorer health. Country-specific differences in LSS across SES groups …

Ligand-Based Pharmacophore Modeling And Structure-Based Virtual Screening For Identifying Potential Therapeutic Agents Targeting The Sars-Cov-2 Spike Protein-Ace2 Receptor Interaction, Timoteo Delgado-Maldonado, Gilberto Vargas-Salas, Debasish Bandyopadhyay, Adriana Moreno-Rodriguez, Eyra Ortiz-Pérez, Gildardo Rivera-Sanchez

School of Integrative Biological & Chemical Sciences Faculty Publications

Coronavirus disease (COVID-19) remains a global health concern due to its high mortality and morbidity. In this study, we combined ligand-based pharmacophore modeling (LBPM) with structure-based virtual screening (SBVS) to identify novel inhibitors targeting the SARS-CoV-2 spike protein. Ligands from the MolPort database were screened via docking and molecular dynamics simulations at the receptor-binding domain (RBD). Four compounds showed promising docking scores (-8.7 to -6.4 kcal/mol) and dynamic stability (root mean square deviation < 5 Å). In vitro assays confirmed that compounds C3 (IC50 = 0.03 µM) and C4 (IC50 = 10.4 µM) effectively inhibited spike-ACE2 binding with low cytotoxicity (CC50 > 100 µM). These findings show the efficacy of the LBPM technique and highlight 1H-pyrazol-5-ol derivatives as potential building blocks for developing new antiviral agents against SARS-CoV-2.

Mechanisms Of Binding And Immune Escape Resistance For Broadly Neutralizing Antibodies Targeting Distinct Conserved Sars-Cov-2 Spike Epitopes: A Hierarchical Approach Integrating Mutational Profiling And Energy Landscape Analysis, Mohammed Alshahrani, Will Gatlin, Max Ludwick, Lucas Turano, Brandon Foley, Gennady M. Verkhivker

Mathematics, Physics, and Computer Science Faculty Articles and Research

The continued evolution of SARS-CoV-2 has enabled an escape from most monoclonal antibodies, yet a subset of broadly neutralizing antibodies targeting three newly identified super-conserved RBD epitopes—SCORE-A, SCORE-B, and SCORE-C—retains remarkable activity against even the most recent JN.1-derived sublineages. Here, we employed an integrated computational framework combining conformational dynamics, mutational scanning, MM-GBSA binding energetics, and frustration profiling to dissect the molecular mechanisms by which XGI antibodies achieve broad neutralization and resistance to immune escape. Structural analysis revealed that all three SCORE epitopes share a common architecture: a highly conserved, minimally frustrated core that provides stable anchoring, flanked by peripheral regions …

Development Of A Survey And Worry Score To Evaluate Physician Burnout And Wellness Interventions During Covid-19 In The Rio Grande Valley: A Pilot Study, Victoria Jacobsen, Ericka Vazquez, Lauren Herrera, Ruth Escalera, Daniel Salinas, Bharathi Gadad, Juan Carlos Lopez-Alvarenga, Kelsey Potter-Baker

School of Medicine Publications

Background: Current research on physician burnout is limited in rural communities and physicians caring for the medically underserved. This study aimed to create an instrument to quantify the rate of physician burnout during the COVID-19 pandemic and identify effective coping interventions in an underserved mixed rural-urban region along the Texas-Mexico border.

Methods: We conducted a regional study in a sample of US physicians using a structured questionnaire developed by a multidisciplinary group. Thirty-one participants were contacted over a five-week period between December 2022 to January 2023. Participants self-selected based on their experiences of burnout during various phases of the COVID-19 …

Living In Liberal Areas Reduced Covid-19 Vaccine Hesitancy Among Conservatives, Brittany L. Kmush, Rachel E. Dinero

Population Health Research Brief Series

Political divisions shaped public health responses throughout the COVID-19 pandemic, with conservatives expressing higher vaccine hesitancy than liberals. But does where conservatives live matter? This brief summarizes findings from a study using survey data from 683 U.S. adults (ages 18-94) collected March-April 2023, combined with 2020 presidential election results by zip code. The authors found that liberals consistently had low vaccine hesitancy and high uptake regardless of where they lived, but conservatives living in lower Trump vote share communities reported lower vaccine hesitancy and higher vaccination and booster uptake than conservatives in high Trump vote share communities. This pattern was …

Characteristics Of Young Children Hospitalized With Acute Respiratory Failure From Infection With Respiratory Syncytial Virus, Sars-Cov-2, Or Both, November 2023-March 2024., Regina M. Simeone, Margaret M. Newhams, Laura D. Zambrano, Jemima M. Calixte, Katherine Lindsey, Amber Orzel-Lockwood, Amanda B. Payne, Natasha B. Halasa, Satoshi Kamidani, Aline B. Maddux, Kathleen Chiotos, Hillary Crandall, Jennifer E. Schuster, Danielle M. Zerr, Lora M. Martin, Melissa A. Cameron, Katherine Irby, Shira J. Gertz, Steven L. Shein, Ryan A. Nofziger, Samina S. Bhumbra, Janet R. Hume, Michele Kong, Mia Maamari, Bria M. Coates, Judith A. Guzman-Cottrill, Mary Allen Staat, Thomas J. Connors, Matt S. Zinter, Jigar C. Chauhan, Tamara T. Bradford, Kari Wellnitz, Angela P. Campbell, Adrienne G. Randolph, Overcoming Covid-19 Investigators

Manuscripts, Articles, Book Chapters and Other Papers

BACKGROUND: Respiratory syncytial virus (RSV) and SARS-CoV-2 can cause acute respiratory failure in children. We compared characteristics and outcomes of children aged < 2 years with respiratory failure from infection with RSV, SARS-CoV-2, or both viruses.

METHODS: We used data from a US pediatric respiratory virus hospitalization surveillance network including children with ICU admission for acute respiratory failure (receiving high-flow oxygen or mechanical ventilation) with RSV and/or SARS-CoV-2 during November 2023-March 2024. Demographic, clinical characteristics, and hospitalization outcomes were stratified by a positive test for RSV, SARS-CoV-2, or both viruses, and compared using chi-squared or Kruskal-Wallis tests. Multivariable analyses assessed independent associations between outcomes and infection.

RESULTS: Overall, 1406 children were included: 1253 (89.1%) …

Trends And Outcomes Of Alcoholic Acute Pancreatitis In Patients With Alcohol Use Disorder Treated With Naltrexone In The United States: Before And After The Covid-19 Pandemic, Mohammad Zaahid Sheriff, Adrian Lindsey

Faculty Scholarship

Background: The role of naltrexone in improving acute alcoholic pancreatitis (AAP) outcomes in alcohol use disorder (AUD) patients, remains unclear. Aim: We aimed to assess the temporal trends in AAP incidence and the impact of naltrexone use on clinical outcomes in AUD patients. Methods: We conducted a retrospective cohort study using de-identified patient data from the TriNetX database, including all adults (≥ 18 years) diagnosed with AUD. AAP patients were then identified and stratified by naltrexone exposure. The incidence and prevalence of AAP in AUD patients were assessed pre-(March 2015–2019) and post-COVID-19(March 2020–2025). Propensity score matching (PSM) (1:1) was performed …

Hold Harmless For Whom? The Impact Of Covid Era Policies On School Funding, Teachers, And Students, Michah W. Rothbart, Samantha Cervantes, Amy Ellen Schwartz

Center for Policy Research

This study evaluates the fiscal and academic consequences of New York City’s hold harmless policy during COVID-19, which aimed to stabilize school expenditures amid unexpected enrollment declines by restoring schools’ funding up to initial levels. We examine how school racial composition predicts whether or when schools receive hold harmless “treatment” and assess the impact of hold harmless on financial resources, staffing, and student outcomes, exploring heterogeneity by timing of policy announcement. Although schools with higher White student shares were no more likely than those with higher Hispanic or Black shares to receive hold harmless funds, schools with higher Black shares …

Pandemic Mask Mandates And Closures Were Linked To Increased Gun Violence, Douglas A. Wolf, Emily W. Wiemers, Iliya Gutin, Jennifer Karas Montez, Shannon M. Monnat

Population Health Research Brief Series

Gun violence worsened substantially during the COVID-19 pandemic. This brief summarizes findings from a study using weekly gun violence casualty data from 2016-2021 for 304 U.S. counties from the Gun Violence Archive and COVID-19 policy data from county-level measures of activity restrictions and masking requirements. The authors find that policies requiring masking and activity restrictions were associated with significant increases in gun violence. Indoor masking requirements were linked to a 28% increase in gun violence, while activity restrictions were associated with a 4.2% increase.

Obesity And Long Covid: Intersecting Epidemics?, Michael Gottlieb, Huihui Yu, Ji Chen, Erica S. Spatz, Nicole L. Gentile, Rachel E. Geyer, Michelle Santangelo, Caitlin Malicki, Kristyn Gatling, Kelli N. O'Laughlin, Kari A. Stephens, Joann G. Elmore, Lauren E. Wisk, Michelle L'Hommedieu, Robert M. Rodriguez, Juan Carlos C. Montoy, Ralph C. Wang, Kristin L. Rising, Efrat Kean, Jonathan W. Dyal, Mandy J. Hill, Arjun K. Venkatesh, Robert A. Weinstein, Inspire Group

Jefferson Center for Connected Care Faculty Papers

BACKGROUND: Obesity affects over 10% of the world population and has significant public health implications. With rising recognition of the long-term effects of Long COVID (LC) coupled with new agents to facilitate weight loss, it is critical to understand the influence of obesity on LC. This study assessed the association of obesity with rates of LC and degree of LC-related mental and physical health outcomes among participants up to three years after initial infection.

METHODS: This was a cross-sectional, multisite study of participants with SARS-CoV-2 infection from 12/11/2020–8/29/2022, with data collected through 4/2/2024. Surveys included validated tools for physical and …

Forecasting (Nano)Medical Technologies: Lessons From The Covid-19 Pandemic For Science And Society, Vuk Uskoković

Administration and Staff Articles and Research

Successful translation of medical devices from the bench to the bedside is conditioned by the accurate estimation of market opportunities. Because market conditions can change significantly over time, this assessment is challenging in the early stages of technological development. In this study a qualitative analysis of market trends and regulatory frameworks was conducted to assess how transient market conditions influence the development and distribution of nanomedical technologies, using nanotechnologies developed for COVID-19 as the example. The findings demonstrate that the unpredictable nature of the COVID-19 pandemic has led to a volatile market for nanomedical solutions, discouraging private sector investment and …

Utilizing Machine Learning Techniques For Computer-Aided Covid-19 Screening Based On Clinical Data, Honglun Xu, Andrews T. Anum, Michael Pokojovy, Sreenath Chalil Madathil, Yuxin Wen, Md. Fashiar Rahman, Tzu-Liang Bill Tseng, Scott Moen, Eric Walser

Engineering Faculty Articles and Research

The COVID-19 pandemic has highlighted the importance of rapid clinical decision-making to facilitate the efficient usage of healthcare resources. Over the past decade, machine learning (ML) has caused a tectonic shift in healthcare, empowering data-driven prediction and decision-making. Recent research demonstrates how ML was used to respond to the COVID-19 pandemic. This paper puts forth new computer-aided COVID-19 disease screening techniques using six classes of ML algorithms (including penalized logistic regression, random forest, artificial neural networks, and support vector machines) and evaluates their performance when applied to a real-world clinical dataset containing patients’ demographic information and vital indices (such as …

Practicing Law From Home During The Pandemic: Findings From The University Of Michigan Law School Alumni Survey, David L. Chambers

Bibliography of Research Using UMLS Alumni Survey Data

The University of Michigan Law School, through its Alumni Survey Project, conducts annual surveys of its graduates regarding their current work and their careers as a whole.  In the surveys conducted in 2022, 2023, and 2024, the Project included questions about the impacts of the coronavirus pandemic on various aspects of graduates’ work – their productivity, their co-worker relationships, their client relationships, the balance of their work and family life, and their income – as well as on their work experience overall. 819 graduates who had practiced law fulltime during the pandemic responded to the questions and more than half …

Covid And The Great Retrenchment, Samuel R. Bagenstos

Articles

The past six years have seen two dramatic shifts in federal health and benefits policy. First, during the COVID pandemic, the government dramatically expanded public benefits. These expansions had incredibly positive effects, and recipients were largely satisfied with them. But after a relatively short time, Congress rolled back nearly all of the expansion. Worse, the immediate pullback set the stage for even more significant retrenchments in the second Trump Administration. Where in 2023 the United States came closest to universal health care in its history—with a record low uninsured rate of 7.7%—the Trump Administration’s Medicaid cuts and failure to extend …

Long Covid Incidence Across Sars-Cov-2 Lineages And Identification Of Conserved Spike Targets For Multivalent Vaccines, Grace J. Kim, Md Ashad Alam, Judy S. Crabtree, Rebecca Rose, Susanna L. Lamers, San Chu, Ronald Horswell, Daniel Fort, Lucio Miele

School of Graduate Studies Faculty Publications

Background: Long COVID remains poorly characterized at the genomic level. The primary aim of this study was to examine the relationship between viral sequences and the incidence of Long COVID at a tertiary care center in Louisiana between April 2020 and December 2022. A secondary aim was analysis of the Spike protein to identify conserved regions for multivalent vaccine targets. Method: To estimate Long COVID incidence across variants, we linked 4,789 SARS-CoV-2 sequences to 3,090 de-identified patient electronic health record information. The base population was defined as any patient with an International Classification of Diseases-10-Clinical Modification COVID-19 diagnosis code (U07.1) …

The Use Of Storytelling In Covid-19 Vaccine Promotion: A Scoping Review Of Interventions And Campaigns, Suha Ballout, Sabreen A. Darwish, Patricia J. Kelly, Teresa Keller, Ross Shegog, Basil H. Aboul-Enein

College of Nursing Faculty Papers & Presentations

BACKGROUND: The development of the COVID-19 vaccine, a groundbreaking scientific advancement, also fueled vaccine hesitancy mainly due to vaccine misinformation and the limited public understanding of the new technology and its rapid pace of development and deployment. A variety of public health communication strategies have been used that include engaging the community in identifying and developing messages, using culturally appropriate communication methods, applying behavioral health principles, and storytelling. The purpose of this scoping review was to assess the most relevant evidence from the research literature on storytelling interventions to mitigate COVID vaccine hesitancy during the pandemic.

METHODS: A scoping review …

Asian College Students' Well-Being During A Period Of Rising Anti-Asian Sentiment, Kyuhan Choi, Ying Shi, Maria Zhu

Center for Policy Research

We use a large survey of students in U.S. colleges to study the distinct ways in which the COVID-19 pandemic and accompanying anti-Asian rhetoric shaped the experiences of Asian and Pacific Islanders (APIs). Using a difference-in-differences approach, we find that the pandemic led to Asian students experiencing more discrimination, feeling less safe during the day, and using fewer mental health services compared to White peers. The increase in discrimination and the perceived lower safety are concentrated among East and Southeast Asians, while South Asians were not affected. Despite these effects, we detect no relative deterioration in severe psychological distress or …

Public Health Trade-Offs During A Pandemic: Mobility Decline And Hypertension Risk In India, Arpita Khanna, Tomoki Fujii

Research Collection School Of Economics

The Covid pandemic dramatically altered patterns of daily life, particularly through widespread declines in mobility due to lockdowns and social distancing measures. While the economic and epidemiological effects of these restrictions have been widely studied, their broader health implications remain underexplored. This paper investigates the relationship between mobility decline during the Covid pandemic and hypertension outcomes in India. Leveraging district-level variation in mobility from Google Community Mobility Reports and health data from the 2019–2021 Indian Demographic and Health Survey (DHS), we find that a 1 percentage point reduction in mobility over the 30 days prior to interview is associated with …

Association Of Area Deprivation Index With Perinatal And Covid-19 Outcomes During The Early Pandemic: A Secondary Analysis Of A Prospective Cohort Study, Abigail Bell, Megan Foeller, Candice Woolfolk, Emily Diveley, Fan Zhang, Amy Scheffer, Ruizhi Huang, Daniel Jackson, Nandini Raghuraman, Ebony Carter, Indira U Mysorekar, Jeannie C Kelly

Center on Aging Staff Publications

Objective: We sought to evaluate the relationship between neighborhood-level deprivation and perinatal outcomes, particularly preterm birth, as well as COVID-19 outcomes among pregnant patients during the early pandemic.

Methods: We performed a secondary analysis of a prospective longitudinal cohort study that investigated the impact of prenatal COVID-19 exposure on perinatal outcomes. Pregnant patients were recruited 12/23/20-7/18/22 and serially assessed for COVID-19 exposure during pregnancy, with serum antibody testing, electronic medical record review, and patient report. For this secondary analysis, address at the time of delivery was used to categorize patients into low ADI (≤50th percentile Area Deprivation Index, indicating low …

Presenteeism Among Health Care Personnel With Covid-19, James C. Crosby, Eliezer Santos Leon, Brian Chinnock, Karisa K. Harland, Anusha Krishnadasan, Nicholas M. Mohr, Ian D. Plumb, Melissa Briggs Hagen, Kelli Wallace, David A. Talan, Anne Zepeski, Tracy Young, Howard A. Smithline, Lilly C. Lee, Stephen C. Lim, Gregory J. Moran, Mark T. Steele, David G. Beiser, John P. Haran, Peter C. Hou, Brett Faine, Utsav Nandi, Walter A. Schrading, Anne Chipman, Frank Lovecchio, Alysia Powers, Lisandra Uribe, Kavitha Pathmarajah, Dean M. Hashimoto, Chloe Namias, Efrat Kean, Elizabeth Krebs, Amy Stubbs, Sara Roy, Lucia Solis, Mary Mulrow, Nathan Graff, Jillian M Tozloski, William Mower, Jacqueline Caldera, Michelle Huber, Jacob Hampton, Abigail Lopes, Katherine Elkort, Stephanie A. Eucker, Carla Kingsbury, Jonathan Femling, Silas Bussmann, Jane Yee, Joseph Stuppy, Richard E. Rothman, Gaby Dashler, Marcel E. Curlin, Mastura Wahedi, Laurie Kemble

Department of Medicine Faculty Papers

IMPORTANCE: Presenteeism-defined as continuing to work during an illness-poses a public health risk in the workplace and is especially hazardous within health care institutions where vulnerable patients may be exposed to nosocomial infections. Understanding the frequency and characteristics of health care personnel (HCP) who report presenteeism while ill with COVID-19 may help mitigate SARS-CoV-2 spread in hospitals and other health care institutions.

OBJECTIVES: To determine the frequency of presenteeism among HCP with symptomatic COVID-19, and to evaluate the demographic, occupational, and clinical factors associated with it.

DESIGN, SETTING, AND PARTICIPANTS: This is an observational cohort study that uses data from …

Unveiling The Clinical Profiles Of Critically Ill Covid-19 Patients: Insights From Ezhou During The Early Spread, Guohui Yang, Zewen Liu, Tabitha Abraham, Linwei Li, Tingyang Zhou, Qing Zhang, Li Zuo

School of Medicine Publications

The coronavirus disease 2019 (COVID-19) started in December 2019 in Wuhan. This article evaluated clinical characteristics, and imaging manifestations in Ezhou, an early locked-down city, 80 kilometers east of Wuhan. We analyzed data from 98 confirmed severe COVID-19 patients in Ezhou Central Hospital between February 1st and March 22nd, 2020. We compared patients' laboratory results, imaging manifestations, and treatments between survival and death groups. Of these 98 confirmed COVID-19 patients, 24 individuals (24.6%) had chronic diseases. The main symptoms of critically ill patients were fever (86.7%), cough (83.7%), and dyspnea (59.1%). Common complications were acute respiratory distress syndrome (ARDS; 49%), …

State Of Ohio Adversity And Resilience (Soar) Study Protocol: A Comprehensive, Multimodal, Family-Based, Longitudinal Observational Investigation Of Risk And Resilience In Mental Health And Substance Use Disorders, Chris Flask, Martha Sajatovic

Faculty Scholarship

Introduction Deaths related to drug overdose and suicide in the USA have increased 500% and 35%, respectively, over the last two decades. The human and economic costs to society associated with these - €- deaths of despair' are immense. Great efforts and substantial investments have been made in treatment and prevention, yet these efforts have not abated these increasing trajectories of deaths over time. The COVID-19 pandemic has exacerbated and highlighted these problems. Notably, some geographical areas (eg, Appalachia, farmland) and some communities (eg, low-income persons, - €- essential workers', minoritised populations) have been disproportionately affected. Risk factors have been …

Social Determinants Of Health Patterns In Children With Severe Disease Due To Sars-Cov-2 Infection-An Exploratory Approach, Joshua Prabhu, Sebastian Acosta, Fabio Savorgnan, Ananth V Annapragada, Usha Sethuraman

Faculty, Staff and Students Publications

Background/Objectives: Research on the association of adverse social determinants of health (SDOH) with severe pediatric coronavirus disease (COVID-19) is limited. We examined associations between SDOH patterns and COVID-19 severity in children.

Methods: We conducted a prospective, observational study of children (< 18 years) with symptomatic SARS-CoV-2 infection evaluated in an urban pediatric emergency department (March 2021-April 2022) in Detroit, Michigan. Caregivers completed a 34-item survey based on the Healthy People 2030 framework. Severe disease was defined as the occurrence of respiratory/cardiac failure or death within four weeks of diagnosis. Continuous and categorical variables were described using medians and percentages, respectively. Associations between disease severity and risk factors were determined using chi-square tests. Association rule mining was used for feature selection, followed by multivariate logistic regression.

Results: We analyzed data from 354 children [6-12 years: 31.1%, Female: 51.1%, Black: 59%, not Hispanic: 84.7%, public insurance: 77.1%, chronic condition: 27.4%]. Of the total, 113 children had severe disease. Most caregivers were 30-44 years old (53.1%), had less than a college degree (70.4%), and income < USD 50,000 (75.2%). Adverse SDOH reported included food/housing insecurity (24.6%), no support (64.7%), unmet childcare needs (35.9%), and lack of transportation (12.7%). After controlling for age, sex, medical history, income, and obesity, severe disease was associated with caregiver use of drugs/alcohol (OR:5.92, p < 0.001) and social discrimination/lack of support (OR: 1.74, p = 0.030).

Conclusions: Two SDOH patterns (caregiver use of drugs/alcohol …

A Multiomics Recovery Factor Predicts Long Covid In The Impacc Study, Gisela Gabernet, Jessica Maciuch, Jeremy P Gygi, John F Moore, Annmarie Hoch, Caitlin Syphurs, Tianyi Chu, Naresh Doni Jayavelu, David B Corry, Farrah Kheradmand, Lindsey R Baden, Rafick-Pierre Sekaly, Grace A Mccomsey, Elias K Haddad, Charles B Cairns, Nadine Rouphael, Ana Fernandez-Sesma, Viviana Simon, Jordan P Metcalf, Nelson I Agudelo Higuita, Catherine L Hough, William B Messer, Mark M Davis, Kari C Nadeau, Bali Pulendran, Monica Kraft, Chris Bime, Elaine F Reed, Joanna Schaenman, David J Erle, Carolyn S Calfee, Mark A Atkinson, Scott C Brakenridge, Esther Melamed, Albert C Shaw, David A Hafler, Alison D Augustine, Patrice M Becker, Al Ozonoff, Steven E Bosinger, Walter Eckalbar, Holden T Maecker, Seunghee Kim-Schulze, Hanno Steen, Florian Krammer, Kerstin Westendorf, Bjoern Peters, Slim Fourati, Matthew C Altman, Ofer Levy, Kinga K Smolen, Ruth R Montgomery, Joann Diray-Arce, Steven H Kleinstein, Leying Guan, Lauren Ir Ehrlich

Faculty, Staff and Students Publications

Background: Following SARS-CoV-2 infection, approximately 10%–35% of patients with COVID-19 experience long COVID (LC), in which debilitating symptoms persist for at least 3 months. Elucidating the biologic underpinnings of LC could identify therapeutic opportunities.

Methods: We utilized machine learning methods on biologic analytes provided over 12 months after hospital discharge from more than 500 patients with COVID-19 in the IMPACC cohort to identify a multiomics “recovery factor,” trained on patient-reported physical function survey scores. Immune profiling data included PBMC transcriptomics, serum O-link and plasma proteomics, plasma metabolomics, and blood mass cytometry by time of flight (CyTOF) protein levels. Recovery factor …

A Literature Review Of The United States Of America’S Reliance On Imported Covid Personal Protective Equipment During The Pandemic, Pradip K. Shukla, Izzet Kosar, Hedieh Setayesh

Business Faculty Articles and Research

This paper provides a literature review of United States of America’s reliance on imported Covid Personal Protective Equipment (PPEs) during the Covid pandemic. The abstracted and cited articles show that the United States was too reliant on imported PPEs, primarily imported from Asia which led to shortages as the cases of Covid surged at various points during the waves of Covid cases. This supply and demand imbalance was not just an inconvenience such as the toilet paper shortage and other supply chain disruptions of basic commodities; this supply and demand imbalance had life and death impacts for many first responders, …

Learning From Covid-19: Clinical Trials, Health Information Technology, And Patient Mortality, Christos Nicolaides, Avinash Collis, Seth Benzell, Indranil Bardhan

Economics Faculty Articles and Research

During the COVID-19 pandemic, deaths per case in the United States decreased from 7.46% in April 2020 to 1.76% in April 2021. One mechanism that could explain this decline is a learning effect associated with testing of new treatments by hospitals. Hospitals that participated in clinical trials developed better organizational capabilities to diagnose and treat COVID-19 patients. Simultaneously, hospitals used health information technologies (IT) that integrated health information across healthcare providers to facilitate greater learning and sharing of best practices. Using US county-level data on clinical trial participation, use of health IT, and COVID-19 cases and deaths, we show that …