Community Health and Preventive Medicine Commons^™

Public Health Measures And Sars-Cov-2 Cases In The Juvenile Justice System: Implications For Pandemic Response In The Detention Setting, Asha Davidson, Shelley Aggarwal, Mona Eissa, Laura Benjamins, John Will, Rebecca Beyda

Faculty, Staff and Student Publications

OBJECTIVE: The purpose of this study was to examine severe acute respiratory syndrome-coronavirus-2 case positivity in juvenile justice facilities of two different states alongside institutional, local, and state public health policies during the first 6 months of the coronavirus disease 2019 pandemic.

METHODS: This retrospective chart review examined two large, urban juvenile justice centers in California and Texas. Positive intake or day 12 tests were considered suggestive of community-acquired severe acute respiratory syndrome-coronavirus-2 infection. Researchers examined state and county restrictions, closings, and openings. The study included all of the youths 10 to 18 years residing in the facilities between March …

Risks Of Mortality And Severe Coronavirus Disease 19 (Covid-19) Outcomes In Patients With Or Without Systemic Lupus Erythematosus, Sebastian Bruera, Xiudong Lei, Hui Zhao, Jinoos Yazdany, Mariana Chavez-Macgregor, Sharon H Giordano, Maria E Suarez-Almazor

Faculty, Staff and Student Publications

OBJECTIVES: We compared the outcomes of patients with or without systemic lupus erythematosus (SLE) who were diagnosed with coronavirus disease 19 (COVID-19) and evaluated factors within patients with SLE associated with severe outcomes.

METHODS: This retrospective cohort study used the deidentified Optum COVID-19 electronic health record dataset to identify patients with COVID-19 from 1/1/2020 to 31/12/2020. Cases with SLE were matched with general controls at a ratio of 1:10 by age, sex, race and ethnicity and COVID-19 diagnosis date. Outcomes included 30-day mortality, mechanical ventilation, hospitalisation and intensive care unit admission. We evaluated the relationship between COVID-19-related outcomes and SLE …

Investigating Stigma During The Early Stages Of A Pandemic Through The Lens Of Covid-19, Zach Thornton, Bethany Hodge, Sheridan Langford

The University of Louisville Journal of Respiratory Infections

Background: Individuals face stigma associated with numerous health conditions. Stigma can arise rapidly during the early spread of a new disease, adding to the burden felt by those affected. COVID-19 can be used as an example to study stigma during the early phases of a pandemic. This narrative review is a descriptive analysis that tracks the ways in which COVID-19 stigma was discussed in the scholarly literature during the first year of the pandemic to understand how stigma was viewed in the context of a rapidly spreading pandemic.

Methods: PubMed was used as a non-exhaustive sample of the literature. Searches …

Neighborhood Condition Prevalence Rates Correlate With Covid-19 Mortality In Milwaukee County, Wisconsin, George L. Morris Iii

Journal of Patient-Centered Research and Reviews

Purpose: We sought to determine if census tract-level (ie, neighborhood) COVID-19 death rates in Milwaukee County correlated with the census tract-level condition prevalence rates (CPRs) for individual COVID-19 mortality risk.

Methods: This study used Milwaukee County-reported COVID-19 death rates per 100,000 lives for the 296 census tracts within the county to perform a linear regression with individual COVID-19 mortality risk CPR, mean age, racial composition of census tract (by percentage of non-White residents), and poverty (by percentage within census tract), followed by multiple regression with all 7 CPRs as well as the 7 CPRs combined with the additional demographic variables. …

The Impact Of Covid-19 On Pediatric Cardiac Arrest Outcomes: A Systematic Review And Meta-Analysis, Alla Navolokina, Jacek Smereka, Bernd W Böttiger, Michal Pruc, Raúl Juárez-Vela, Mansur Rahnama-Hezavah, Zubaid Rafique, Frank W Peacock, Kamil Safiejko, Lukasz Szarpak

Faculty, Staff and Students Publications

Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) caused a global pandemic, required the donning of personal protective equipment during clinical contact, and continues to be a significant worldwide public health concern. Pediatric cardiac arrest is a rare but critical condition with a high mortality rate, the outcomes of which may be negatively affected by donning personal protective equipment. The aim of this study is to perform a systematic review and meta-analysis of the impact of the COVID-19 pandemic on pediatric cardiac arrest outcomes. We conducted a systematic review with meta-analysis in the following databases: PubMed, EMBASE, Scopus, Web of Science, …

Preparing For The Next Disaster: Lessons Learned From The Early Experiences Of Autistic Adults During The Covid-19 Pandemic, Amber Pomponio Davidson, Cecilia Feeley, Beth Pfeiffer, Mark Salzer

Internet Journal of Allied Health Sciences and Practice

Purpose: Disasters, such as the worldwide COVID-19 pandemic, create significant disruptions for individuals and their communities. Understanding these disruptions is a first step towards planning for future events and disaster recovery. This research aims to explore how the initial COVID-19 restrictions, including lockdowns, impacted adults with Autism (ASD). Method: Using semi-structured interviews to understand how individuals with ASD experienced the early months of the COVID-19 pandemic, twelve participants were interviewed: six individuals with ASD (ages 20-38), three parents of individuals with ASD, and three support staff for individuals with ASD. Analysis: Grounded theory methods were used to analyze the impacts …

Single-Cell Multi-Omics Integration For Unpaired Data By A Siamese Network With Graph-Based Contrastive Loss, Chaozhong Liu, Linhua Wang, Zhandong Liu

Faculty, Staff and Students Publications

BACKGROUND: Single-cell omics technology is rapidly developing to measure the epigenome, genome, and transcriptome across a range of cell types. However, it is still challenging to integrate omics data from different modalities. Here, we propose a variation of the Siamese neural network framework called MinNet, which is trained to integrate multi-omics data on the single-cell resolution by using graph-based contrastive loss.

RESULTS: By training the model and testing it on several benchmark datasets, we showed its accuracy and generalizability in integrating scRNA-seq with scATAC-seq, and scRNA-seq with epitope data. Further evaluation demonstrated our model's unique ability to remove the batch …

The Opportunity Cost Of Covid For Public Health Practice: Covid-19 Pandemic Response Work And Lost Foundational Areas Of Public Health Work, J. Mac Mccullough, Moriah Robins

Public and Population Health Faculty Publications and Presentations

Context: There is little empirical evidence regarding the magnitude of the COVID-19 response across the public health workforce and the extent to which other public health programs were called upon to contribute to the response, potentially leading to less work being done in other public health programs during the COVID-19 pandemic.

Objectives: To assess the composition of the workforce that contributed to the COVID-19 pandemic response during 2020-2022.

Design: A large, cross-sectional, nationally representative survey of the state and local public health agency workforce through the Public Health Workforce Interest and Needs Survey (PH WINS).

Setting: Nearly all state health …

Disaster Relief And Humanitarian Logistics: Three Essays, Peter H. Imbriale

2023

The increased frequency and impact of natural disasters and other humanitarian crises—including events such as the COVID-19 pandemic—makes studying disaster relief and recovery particularly important. One relevant area of research in this space is humanitarian logistics. This dissertation provides insights into disaster relief logistics by exploring the government’s role in humanitarian logistics, examining the government’s efforts to address COVID-19 medical supply chain challenges, and determining how to lessen the impact of supply chain bottlenecks from unwanted post-disaster donations. Chapter one (sole-authored) is a literature review of the role of governments in humanitarian logistics. Although governments are vital stakeholders in nearly …

Conspiracy Theories Are Not Religions: Scrutinizing Religious Exemptions To The Covid-19 Vaccine, Shirley B. Luk

University of San Francisco Law Review

No abstract provided.

Physical Activity And Exercise With Blood Flow Restriction As Medicine During The Covid-19 Pandemic And Beyond, Isaac J. Wedig

Dissertations, Master's Theses and Master's Reports

During the COVID-19 pandemic, physical activity levels have decreased and sitting time has increased. This is a major concern as physical inactivity increases the risk for severe COVID-19 outcomes. Evidence also indicates that COVID-19 survivors can experience reduced physical function (i.e., ability to complete daily living activities) long after acute illness. Currently, there are no evidence-based guidelines for recovering physical function following COVID-19 infection. Exercise with blood flow restriction (BFR) presents a promising rehabilitation strategy as the benefits of traditional exercise can be achieved using lower intensities. However, several barriers such as cost, access to equipment, and lack of standardized …

Risk Of Depression In A Suburban Primary Care Setting Before And During The Covid-19 Pandemic, Carman H Whiting, Pouran Yousefi, Jude K A Des Bordes, Nahid J Rianon

Faculty, Staff and Student Publications

INTRODUCTION: Major depression is a common disorder affecting millions of adults each year. Many population-based surveys showed an increase in the number people with symptoms of depression at the onset of the COVID-19 pandemic. Our aim was to determine and compare the prevalence of depression risk in a primary care setting before and during the COVID-19 pandemic.

METHODS: We conducted a cross-sectional study based on retrospective review of medical records from a large suburban primary care clinic. Records of adults 18 years and older, seen between January 1, 2019 and December 31, 2020 and who had also been screened for …

A Rapid, Low-Cost, And Highly Sensitive Sars-Cov-2 Diagnostic Based On Whole-Genome Sequencing, Per A Adastra, Neva C Durand, Namita Mitra, Saul Godinez Pulido, Ragini Mahajan, Alyssa Blackburn, Zane L Colaric, Joshua W M Theisen, David Weisz, Olga Dudchenko, Andreas Gnirke, Suhas S P Rao, Parwinder Kaur, Erez Lieberman Aiden, Aviva Presser Aiden

Faculty, Staff and Students Publications

Early detection of SARS-CoV-2 infection is key to managing the current global pandemic, as evidence shows the virus is most contagious on or before symptom onset. Here, we introduce a low-cost, high-throughput method for diagnosing and studying SARS-CoV-2 infection. Dubbed Pathogen-Oriented Low-Cost Assembly & Re-Sequencing (POLAR), this method amplifies the entirety of the SARS-CoV-2 genome. This contrasts with typical RT-PCR-based diagnostic tests, which amplify only a few loci. To achieve this goal, we combine a SARS-CoV-2 enrichment method developed by the ARTIC Network (https://artic.network/) with short-read DNA sequencing and de novo genome assembly. Using this method, we can reliably ( …

Impact Of The Covid Pandemic On Mental Health And Training Opportunities Of Public Health Residents From 4 European Countries: A Cross-Sectional Study, Giovanna Failla, Marta Caminiti, José Chen-Xu, Giuseppina Lo Moro, Nausicaa Berselli, Madalena Cabral Ferreira, Filipa Malcata, David Peyre-Costa, Roberto Croci, Giorgia Soldà, Angelo Capodici, Caterina Morcavallo, Francesco Traglia, Fabrizio Cedrone, Ilaria Storti, Alfonso Alonso Jaquete, Martina Antinozzi, Anca Vasiliu

Faculty, Staff and Students Publications

OBJECTIVES: There is little evidence on the impact of the COVID-19 pandemic on Public Health Residents' (PHR) mental health (MH). This study aims at assessing prevalence and risk factors for depression, anxiety and stress in European PHR during the COVID-19 pandemic.

METHODS: Between March and April 2021, an online survey was administered to PHR from France, Italy, Portugal and Spain. The survey assessed COVID-19 related changes in working conditions, training opportunities and evaluated MH outcomes using the Depression Anxiety Stress Scales-21. Multivariable logistic regressions were applied to identify risk factors.

RESULTS: Among the 443 respondents, many showed symptoms of depression …

Pediatric Otolaryngology Trends In Patient Care Volume During Covid-19: A Survey Study, William R Pellegrini, Anna H Messner, Jessica R Levi

Faculty, Staff and Students Publications

PURPOSE: To assess changes in outpatient clinic, inpatient consult, and operative volumes among pediatric otolaryngologists in response to the COVID-19 pandemic.

MATERIALS AND METHODS: An online questionnaire was distributed to 535 active members of the American Society of Pediatric Otolaryngology from April 21, 2020, to May 4, 2020. The questionnaire assessed operative and clinical volumes during a two-week period between April 6, 2020, to April 20, 2020, while restrictions on elective surgery were in place, as compared to an average two-week period before the start of the COVID-19 pandemic.

RESULTS: Both outpatient clinic and inpatient consult visit volume decreased significantly …

Burnout During The Covid-19 Pandemic: A Report On Pediatric Residents, Linessa M Zuniga, Abigail Schuh, Alan Schwartz, Patricia Seo-Mayer, Rachel Cramton, Kira Sieplinga, Ruchi Kaushik, Lauren Nassetta, Jason H Homme, Jessica Babal, John D Mahan, Maneesh Batra

Faculty, Staff and Students Publications

Background and objective: The Pediatric Resident Burnout and Resilience Consortium (PRB-RSC) has described the epidemiology of burnout in pediatric residents since 2016. We hypothesized burnout rates during the pandemic would increase. We explored resident burnout during the COVID-19 pandemic and its relationship to resident perception of workload, training, personal life, and local COVID burden.

Methods: Since 2016, PRB-RSC has sent an annual, confidential survey to over 30 pediatric and medicine-pediatrics residencies. In 2020 and 2021, seven questions were added to explore the relationship of COVID-19 and perceptions of workload, training, and personal life.

Results: In 2019, 46 programs participated, 22 …

Coping During The Covid-19 Pandemic Among Young Adults Experiencing Homelessness And Unstable Housing: A Qualitative Study, Karen Divalerio Gibbs, Jennifer Torres Jones, Whitney Lamark, Sarah Abdulmooti, Lauren Bretz, Kelly D Kearney, Sarah Carter Narendorf, Diane M Santa Maria

Faculty, Staff and Students Publications

BACKGROUND: Young adults experiencing homelessness (YAEH) experience more stressors compared to housed peers, yet little is known about the impact of the COVID-19 pandemic on these youth. The purpose of this qualitative study was to explore how YAEH perceived the pandemic's impact on their well-being and coping.

METHODS: YAEH were recruited from those participating in an HIV prevention study. Semi-structured interviews were conducted and analysis was guided by Lazarus and Folkman's transactional theory of stress and coping.

RESULTS: Four major themes were identified from interviews with 40 youth: (1) ongoing harms, (2) COVID-19 as a stressor, (3) mental health impacts, …

Physiologic Profile Associated With Severe Multisystem Inflammatory Syndrome In Children: A Retrospective Study, Fabio Savorgnan, Alvaro Moreira, Axel Moreira, Ananth Annapragada, S Kristen Sexson Tejtel, Saul Flores, Craig G Rusin, Lara Shekerdemian, Sebastian Acosta

Faculty, Staff and Students Publications

OBJECTIVE: The purpose of this study was to describe the clinical presentation and physiologic profile of individuals with varying degrees of severity of multisystem inflammatory syndrome in children (MIS-C).

METHODS: We performed a retrospective study of children diagnosed with MIS-C admitted to a single quaternary children's hospital from May 2020 to April 2021. We created an MIS-C severity score using the following parameters: hospital admission status (e.g., floor vs intensive care unit), need for inotropic or vasoactive medications, and need for mechanical ventilation. Univariate and multivariate analyses were performed to associate risk factors corresponding to the MIS-C severity score.

RESULTS: …

Unmet Needs And Coping Strategies Of Older Underserved Veterans During The Covid-19 Pandemic, Trenton M Haltom, Joyce Tiong, Tracy L Evans, Nipa Kamdar, Gala True, Mark E Kunik

Faculty, Staff and Students Publications

INTRODUCTION: The COVID-19 pandemic has had profound impacts on people with diabetes, a group with high morbidity and mortality. Factors like race, age, income, Veteran-status, and limited or interrupted resources early in the COVID-19 pandemic compounded risks for negative health outcomes. Our objective was to characterize the experiences and needs of under-resourced Veterans with type 2 diabetes during the COVID-19 pandemic.

METHODS: We conducted semi-structured qualitative interviews (March through September 2021) with U.S. military Veterans with diabetes. Transcripts were analyzed using a team-based, iterative process of summarizing and coding to identify key themes. Participants included Veterans (n = 25) who …

Public Mental Health During And After The Sars-Cov-2 Pandemic: Opportunities For Intervention, Melissa M Karnaze, Brent M Kious, Lindsay Z Feuerman, Sarah Classen, Jill O Robinson, Cinnamon S Bloss, Amy L Mcguire

Center for Medical Ethics and Health Policy Staff Publications

Importance: During the pandemic, the number of United States adults reporting clinically significant symptoms of anxiety and depression sky-rocketed, up from 11% in 2020 to more than 40% in 2021. Our current mental healthcare system cannot adequately accommodate the current crisis; it is therefore important to identify opportunities for public mental health interventions.

Objective: Assess whether modifiable emotional factors may offer a point of intervention for the mental health crisis.

Design setting and participants: From January 13 to 15, 2022, adults living in the United States were recruited via Amazon Mechanical Turk to complete an anonymous survey.

Main outcomes and …

Sentiment Analysis Of Insomnia-Related Tweets Via A Combination Of Transformers Using Dempster-Shafer Theory: Pre- And Peri-Covid-19 Pandemic Retrospective Study, Arash Maghsoudi, Sara Nowakowski, Ritwick Agrawal, Amir Sharafkhaneh, Mark E Kunik, Aanand D Naik, Hua Xu, Javad Razjouyan

Faculty, Staff and Student Publications

BACKGROUND: The COVID-19 pandemic has imposed additional stress on population health that may result in a change of sleeping behavior.

OBJECTIVE: In this study, we hypothesized that using natural language processing to explore social media would help with assessing the mental health conditions of people experiencing insomnia after the outbreak of COVID-19.

METHODS: We designed a retrospective study that used public social media content from Twitter. We categorized insomnia-related tweets based on time, using the following two intervals: the prepandemic (January 1, 2019, to January 1, 2020) and peripandemic (January 1, 2020, to January 1, 2021) intervals. We performed a …

Experiences And Concerns Of Female Hotel Housekeepers In The First Stages Of The Covid-19 Lockdown In The Balearic Islands (Spain): A Qualitative Study, Xenia Chela-Alvarez, Cristian Sanchez-Rodriguez, Oana Bulilete, Mclara Vidal-Thomàs, Joan Llobera

The Qualitative Report

Strongly enforced mobility restrictions to deter the spread of COVID-19 severely impacted tourism, a pivotal economic sector of the Balearic Islands. Little is known about the experiences of the most economically affected groups, such as hotel housekeepers. This study aimed to explore the experiences and concerns of hotel housekeepers (approximately 13,000 worked in the Balearic Islands before the pandemic) during the first stages of the COVID-19 lockdown. Semi-structured interviews were conducted by telephone in April of 2020. Thematic analysis was used for interpretation. Eighteen hotel housekeepers were interviewed. Main experiences and concerns identified were: (a) distress due to employment status …

A Gbd 2019 Study Of Health And Sustainable Development Goal Gains And Forecasts To 2030 In Spain, Jeffrey V Lazarus, Alberto Ortiz, Stefanos Tyrovolas, Esteve Fernández, Danielle Guy, Trenton M White, Rui Ma, Simon I Hay, Mohsen Naghavi, Joan B Soriano, Gbd 2019 Spain Collaborators

Faculty, Staff and Student Publications

This study aimed to report mortality, risk factors, and burden of diseases in Spain. The Global Burden of Disease, Injuries, and Risk Factors 2019 estimates the burden due to 369 diseases, injuries, and impairments and 87 risk factors and risk factor combinations. Here, we detail the updated Spain 1990-2019 burden of disease estimates and project certain metrics up to 2030. In 2019, leading causes of death were ischaemic heart disease, stroke, chronic obstructive pulmonary disease, Alzheimer's disease, and lung cancer. Main causes of disability adjusted life years (DALYs) were ischaemic heart disease, diabetes, lung cancer, low back pain, and stroke. …

A New Chapter In An Evolving Pandemic: Successful Pediatric Liver Transplantation With Sars-Cov-2+ Donors, Matthew Benjamin Goss, Daniel Hao Bin Leung, Stephanie Marie Pouch, Flor M Munoz, Elizabeth Andrea Moulton, Tyler Malcolm Mccann Lambing, Sarah Koohmaraie, Nicolas Fernando Moreno, Christine A O'Mahony, John A Goss, Nhu Thao Nguyen Galván

Faculty, Staff and Students Publications

BACKGROUND: Amid a viral pandemic with poorly understood transmissibility and pathogenicity in the pediatric patient, we report the first pediatric liver transplants utilizing allografts from SARS-CoV-2+ donors.

METHODS: We describe the outcomes of two pediatric liver transplant recipients who received organs from SARS-CoV-2 nucleic acid test-positive (NAT+) donors. Data were obtained through the respective electronic medical record system and UNet DonorNet platform.

RESULTS: The first donor was a 3-year-old boy succumbing to head trauma. One of four nasopharyngeal (NP) swabs and 1 of 3 bronchoalveolar lavage (BAL) NAT tests demonstrated SARS-CoV-2 infection before organ procurement. The second donor was a …

Cancer Evaluations During The Covid-19 Pandemic: An Observational Study Using National Veterans Affairs Data, Ashley N D Meyer, Hardeep Singh, Andrew J Zimolzak, Li Wei, Debra T Choi, Abigail D Marinez, Daniel R Murphy

Faculty, Staff and Students Publications

INTRODUCTION: Fewer cancer diagnoses have been made during the COVID-19 pandemic. Pandemic-related delays in cancer diagnosis could occur from limited access to care or patient evaluation delays (e.g., delayed testing after abnormal results). Follow-up of abnormal test results warranting evaluation for cancer was examined before and during the pandemic.

METHODS: Electronic trigger algorithms were applied to the Department of Veterans Affairs electronic health record data to assess follow-up of abnormal test results before (March 10, 2019-March 7, 2020) and during (March 8, 2020-March 6, 2021) the pandemic.

RESULTS: Electronic triggers were applied to 8,021,406 veterans' electronic health records to identify …

Lessons Learned: Covid-19 In Post-Corrections Secured Behavioral Rehabilitation, Jennifer G. Jones, Maria Devalpine, Erica J. Lewis

Virginia Journal of Public Health

Background: The COVID-19 case rate on June 5, 2020, for prisoners in the United States (US) was 5.5 times higher than the US population case rate (Saloner et al., 2020). Secure facilities were challenged to mitigate the spread of COVID-19. One secure behavioral rehabilitation facility made many changes to facility and program protocols to meet this challenge.

Methods: The purpose of this program evaluation was to assess newly implemented infection control measures at a secure behavioral rehabilitation facility and to inform policy and procedure recommendations for the mitigation of COVID-19 transmission in congregate living facilities in the future. Case rates, …

A Mixed Methods Investigation Of How Young Adults In Virginia Received, Evaluated, And Responded To Covid-19 Public Health Messaging, Natalie Cook, Sophie G. Wenzel, Rachel Silverman, Danielle Short, Kristina Jiles, Teace Markwalter, Mary Ann Friesen

Virginia Journal of Public Health

The purpose of this study was to investigate how young adults in Virginia received, evaluated, and responded to messages related to the coronavirus/COVID-19, a major disruptor of our time, and to understand how and when these messages influenced behavior. This was a sequential explanatory mixed methods study, including an online survey (quantitative) and virtual focus groups (qualitative). We surveyed a convenience sample of 3,694 Virginia residents by distributing a link to complete the survey online. Only data from18-24 year old adults (n=207) were included in the analysis for this study. Focus group participants were recruited from the survey participants as …

Evaluation Of Recruitment Strategies On Inclusiveness Of Populations At Risk For Health Disparities In The Statewide Remote Online Covidsmart Registry, Marilyn M. Bartholmae, Amira A. Roess, Keith D. Renshaw, Brian L. Levy, Matvey V. Karpov, Joshua M. Sill, Sunita Dodani

Virginia Journal of Public Health

Background

The COVID-19 pandemic affected health research practices. The large-scale impacts of COVID-19 and restrictions on face-to-face interaction led to increased use of remote online data collection methods. However, it is unclear if such efforts led to the representation of populations at risk for health disparities. We evaluated whether multiple recruitment strategies would capture a representative sample of individuals at risk for health disparities.

Methods

The COVIDsmart registry collected clinical, social, economic, and behavioral data in the state of Virginia from March to November, 2021. Seven hundred eighty-two adult participants were enrolled. We compared the representation of COVIDsmart participants at …

Factors Associated With Meeting Physical Activity Guidelines During The Covid-19 Pandemic, Natalia I Heredia, Michael Machiorlatti, Belinda M Reininger, Candace Robledo

Faculty, Staff and Student Publications

INTRODUCTION: The COVID-19 pandemic impacted individual physical activity levels. Less is known regarding how factors such as sociodemographic and built environment were associated with physical activity engagement during the pandemic. Understanding these factors is critical to informing future infectious disease mitigation policies that promote, rather than hinder physical activity. The purpose of this study was to assess predictors of physical activity levels during the beginning of the pandemic (April-June 2020), including Stay-at-Home length and orders, neighborhood safety, and sociodemographic characteristics.

METHODS: Data included 517 participants who responded to an anonymous online survey. Physical activity was assessed with a modified Godin …

Prediction Value Of Krebs Von Den Lungen-6 (Kl-6) Biomarker In Covid-19 Patients: A Systematic Review And Meta-Analysis, Michal Matuszewski, Lukasz Szarpak, Zubaid Rafique, Frank W Peacock, Michal Pruc, Piotr Szwed, Francesco Chirico, Alla Navolokina, Jerzy R Ladny, Andrea Denegri

Faculty, Staff and Students Publications

The SARS-CoV-2 (COVID-19) pandemic is a major issue that necessitates the use of cutting-edge disease prediction models. The aim of the study was to assess the existing evidence regarding association between Krebs von den Lungen-6 levels and COVID-19 severity. A literature search was performed on Web of Science, PubMed, Scopus and Cochrane Central Register of Controlled Trials databases from 1 January 2020 up to 2 August 2022. The electronic database search was supplemented by searching Google Scholar. In addition, reference lists of relative articles were also reviewed. KL-6 levels among COVID-19 positive vs. negative patients varied and amounted to 443.37 …