Public Health Commons^™

Results Of Covid-19 Surveillance In A Large United States Pediatric Healthcare System Over One Year, Sarah E Messiah, Luyu Xie, Matthew S Mathew, George L Delclos, Harold W Kohl, Jeffrey S Kahn

Faculty, Staff and Student Publications

BACKGROUND: The lack of SARS-CoV-2 antigen surveillance testing in the pediatric population has inhibited accurate infection and hospitalization prevalence estimates. We aim to report the estimated prevalence of and risk factors for COVID-19 infection, hospitalization, and intensive care unit (ICU) admission across the three United States (US) waves in one of the largest pediatric healthcare systems in the nation.

METHODS: Retrospective electronic health record (EHR) review of all COVID-19 surveillance data among children aged 0-19 years seeking healthcare at one pediatric healthcare system that serves predominantly Medicaid-dependent families from 1 March 2020 to 31 March 2021. COVID-19 infection status (Y/N), …

Whole-Genome Association Analyses Of Sleep-Disordered Breathing Phenotypes In The Nhlbi Topmed Program, Brian E Cade, Jiwon Lee, Tamar Sofer, Heming Wang, Man Zhang, Han Chen, Sina A Gharib, Daniel J Gottlieb, Xiuqing Guo, Jacqueline M Lane, Jingjing Liang, Xihong Lin, Hao Mei, Sanjay R Patel, Shaun M Purcell, Richa Saxena, Neomi A Shah, Daniel S Evans, Craig L Hanis, David R Hillman, Sutapa Mukherjee, Lyle J Palmer, Katie L Stone, Gregory J Tranah, Gonçalo R Abecasis, Eric A Boerwinkle, Adolfo Correa, L Adrienne Cupples, Robert C Kaplan, Deborah A Nickerson, Kari E North, Bruce M Psaty, Jerome I Rotter, Stephen S Rich, Russell P Tracy, Ramachandran S Vasan, James G Wilson, Xiaofeng Zhu, Susan Redline

Faculty, Staff and Student Publications

BACKGROUND: Sleep-disordered breathing is a common disorder associated with significant morbidity. The genetic architecture of sleep-disordered breathing remains poorly understood. Through the NHLBI Trans-Omics for Precision Medicine (TOPMed) program, we performed the first whole-genome sequence analysis of sleep-disordered breathing.

METHODS: The study sample was comprised of 7988 individuals of diverse ancestry. Common-variant and pathway analyses included an additional 13,257 individuals. We examined five complementary traits describing different aspects of sleep-disordered breathing: the apnea-hypopnea index, average oxyhemoglobin desaturation per event, average and minimum oxyhemoglobin saturation across the sleep episode, and the percentage of sleep with oxyhemoglobin saturation < 90%. We adjusted for age, sex, BMI, study, and family structure using MMSKAT and EMMAX mixed linear model approaches. Additional bioinformatics analyses were performed with MetaXcan, GIGSEA, and ReMap.

RESULTS: We identified a …

Concentrations Of Lead, Mercury, Arsenic, Cadmium, Manganese, And Aluminum In The Blood Of Pakistani Children With And Without Autism Spectrum Disorder And Their Associated Factors, Mohammad H Rahbar, Shahnaz H Ibrahim, Syed Iqbal Azam, Manouchehr Hessabi, Fatima Karim, Sori Kim, Jing Zhang, Nasreen Gulzar Ali, Katherine A Loveland

Faculty, Staff and Student Publications

BACKGROUND: Autism Spectrum Disorder (ASD) is a neurodevelopmental disorder with early onset in utero or childhood. Environmental exposure to six metals (Pb, Hg, As, Cd, Mn, Al) is believed to be associated with ASD directly or interactively with genes.

METHODS: We enrolled 30 ASD cases, age 2-12 years old, and 30 age- and sex-matched typically developing (TD) controls in Karachi, Pakistan. We assessed associations of ASD status with various factors using Conditional Logistic Regression models. We also used General Linear Models to assess possible interaction of blood Mn and Pb concentrations with the three GST genes in relation to ASD …

Leveraging Strategic Foresight To Advance Worker Safety, Health, And Well-Being, Jessica M K Streit, Sarah A Felknor, Nicole T Edwards, John Howard

Faculty, Staff and Student Publications

Attending to the ever-expanding list of factors impacting work, the workplace, and the workforce will require innovative methods and approaches for occupational safety and health (OSH) research and practice. This paper explores strategic foresight as a tool that can enhance OSH capacity to anticipate, and even shape, the future as it pertains to work. Equal parts science and art, strategic foresight includes the development and analysis of plausible alternative futures as inputs to strategic plans and actions. Here, we review several published foresight approaches and examples of work-related futures scenarios. We also present a working foresight framework tailored for OSH …

Census Tract Patterns And Contextual Social Determinants Of Health Associated With Covid-19 In A Hispanic Population From South Texas: A Spatiotemporal Perspective, Cici Bauer, Kehe Zhang, Miryoung Lee, Susan Fisher-Hoch, Esmeralda Guajardo, Joseph Mccormick, Isela De La Cerda, Maria E Fernandez, Belinda Reininger

Faculty, Staff and Student Publications

BACKGROUND: Previous studies have shown that various social determinants of health (SDOH) may have contributed to the disparities in COVID-19 incidence and mortality among minorities and underserved populations at the county or zip code level.

OBJECTIVE: This analysis was carried out at a granular spatial resolution of census tracts to explore the spatial patterns and contextual SDOH associated with COVID-19 incidence from a Hispanic population mostly consisting of a Mexican American population living in Cameron County, Texas on the border of the United States and Mexico. We performed age-stratified analysis to identify different contributing SDOH and quantify their effects by …

The Association Between Outdoor Artificial Light At Night And Breast Cancer Risk In Black And White Women In The Southern Community Cohort Study, Qian Xiao, Gretchen L Gierach, Cici Bauer, William J Blot, Peter James, Rena R Jones

Faculty, Staff and Student Publications

No abstract provided.

Musculoskeletal Injuries In Us Air Force Security Forces, January 2009 To December 2018, Julia N Sundstrom, Bryant J Webber, George L Delclos, John R Herbold, David Gimeno Ruiz De Porras

Faculty, Staff and Student Publications

OBJECTIVE: to determine the incidence, types, and risk factors of musculoskeletal injuries in a military security forces population.

METHODS: Demographic and diagnostic data were retrieved on enlisted US Air Force security forces personnel who served on active duty between January 2009 and December 2018. Incidence rates and ratios were calculated using Poisson regression.

RESULTS: During 251,787 person-years of exposure, 62,489 personnel served on active duty. Of these, 40,771 (65.2%) were diagnosed with at least one musculoskeletal injury. The majority (60.1%) of the 164,078 unique musculoskeletal injuries were inflammation and pain secondary to overuse. After adjusting for other factors, women had …

Hypertrophic Cardiomyopathy Associated E22k Mutation In Myosin Regulatory Light Chain Decreases Calcium-Activated Tension And Stiffness And Reduces Myofilament Ca2+ Sensitivity, Jiajia Zhang, Li Wang, Katarzyna Kazmierczak, Hang Yun, Danuta Szczesna-Cordary, Masataka Kawai

Faculty, Staff and Student Publications

We investigated the mechanisms associated with E22K mutation in myosin regulatory light chain (RLC), found to cause hypertrophic cardiomyopathy (HCM) in humans and mice. Specifically, we characterized the mechanical profiles of papillary muscle fibers from transgenic mice expressing human ventricular RLC wild-type (Tg-WT) or E22K mutation (Tg-E22K). Because the two mouse models expressed different amounts of transgene, the B6SJL mouse line (NTg) was used as an additional control. Mechanical experiments were carried out on Ca

SUB-DISCIPLINE: Bioenergetics.

DATABASE: The data that support the findings of this study are available from the corresponding authors upon reasonable request.

ANIMAL PROTOCOL: BK20150353 (Soochow …

Genome-Wide Association Study Of Serum Metabolites In The African American Study Of Kidney Disease And Hypertension, Shengyuan Luo, Elena V Feofanova, Adrienne Tin, Sarah Tung, Eugene P Rhee, Josef Coresh, Dan E Arking, Aditya Surapaneni, Pascal Schlosser, Yong Li, Anna Köttgen, Bing Yu, Morgan E Grams

Faculty, Staff and Student Publications

The genome-wide association study (GWAS) is a powerful means to study genetic determinants of disease traits and generate insights into disease pathophysiology. to date, few GWAS of circulating metabolite levels have been performed in African Americans with chronic kidney disease. Hypothesizing that novel genetic-metabolite associations may be identified in a unique population of African Americans with a lower glomerular filtration rate (GFR), we conducted a GWAS of 652 serum metabolites in 619 participants (mean measured glomerular filtration rate 45 mL/min/1.73m

Double-Blind Randomized Proof-Of-Concept Trial Of Canakinumab In Patients With Covid-19 Associated Cardiac Injury And Heightened Inflammation, Paul C Cremer, Calvin C Sheng, Debasis Sahoo, Siddharth Dugar, Robier Aguillon Prada, Tom Kai Ming Wang, Ossama K Abou Hassan, Jamie Hernandez-Montfort, David A Wolinsky, Daniel A Culver, Prabalini Rajendram, Abhijit Duggal, Danielle M Brennan, Katherine E Wolski, A Michael Lincoff, Steven E Nissen, Venu Menon

Faculty, Staff and Student Publications

AIMS: In coronavirus disease 2019 (COVID-19), myocardial injury is associated with systemic inflammation and higher mortality. Our aim was to perform a proof of concept trial with canakinumab, a monoclonal antibody to interleukin-1β, in patients with COVID-19, myocardial injury, and heightened inflammation.

METHODS AND RESULTS: This trial required hospitalization due to COVID-19, elevated troponin, and a C-reactive protein concentration more than 50 mg/L. The primary endpoint was time to clinical improvement at Day 14, defined as either an improvement of two points on a seven-category ordinal scale or discharge from the hospital. The secondary endpoint was mortality at Day 28. …

Associations Between Physiological Biomarkers And Psychosocial Measures Of Pregnancy-Specific Anxiety And Depression With Support Intervention, Karen L Weis, Tony T Yuan, Katherine C Walker, Thomas F Gibbons, Wenyaw Chan

Faculty, Staff and Student Publications

Stress and anxiety significantly impact the hypothalamic-pituitary axis, and in pregnancy, the subsequent maternal-fetal response can lead to poor outcomes. The objective of this study was to assess the association between psychosocial measures of pregnancy-specific anxiety and physiologic inflammatory responses. Specifically, to determine the effectiveness of the Mentors Offering Maternal Support (M-O-M-S

Monitoring Self-Perceived Occupational Health Inequities In Central America, 2011 And 2018, Michael Silva-Peñaherrera, David Gimeno Ruiz De Porras, George L Delclos, Marianela Rojas Garbanzo, Pamela Merino-Salazar, Maria Lopez-Ruiz, Fernando G Benavides

Faculty, Staff and Student Publications

Objectives. to analyze changes in occupational health inequity between 2011 and 2018 among workers in Central America. Methods. Data were collected by face-to-face interviews at the workers' homes for the 2 Central America Working Conditions Surveys (n = 12 024 in 2011 and n = 9030 in 2018). We estimated health inequity gaps by means of absolute and relative population attributable risks and the weighted Keppel index. We stratified all analyses by gender. Results. Between 2011 and 2018, the proportion of workers reporting poor self-perceived health decreased both in women (from 32% to 29%) and men (from 33% to 30%). …

Research Hotspots And Trends Of Microrna In Periodontology And Dental Implantology: A Bibliometric Analysis, Kang Gao, Yiping Dou, Menghao Lv, Yihui Zhu, Sitong Hu, Pan Ma

Faculty, Staff and Student Publications

BACKGROUND: Periodontal disease is a leading cause of tooth loss, and microRNA (miRNA) has been shown to regulate various biological processes. This study aimed to quantitatively analyze the literature related to miRNA in periodontology and dental implantology and summarize the research hotspots and trends in this field.

METHODS: Literature records from 1985 to 2020 were obtained from the Web of Science Core Collection database. After manual selection, the data was used for cooperative network analysis, keyword co-occurrence analysis, and reference co-citation analysis and visualized by CiteSpace.

RESULTS: A total of 287 papers were analyzed between 2007 and 2020, and more …

The Aric (Atherosclerosis Risk In Communities) Study: Jacc Focus Seminar 3/8, Jacqueline D Wright, Aaron R Folsom, Josef Coresh, A Richey Sharrett, David Couper, Lynne E Wagenknecht, Thomas H Mosley, Christie M Ballantyne, Eric A Boerwinkle, Wayne D Rosamond, Gerardo Heiss

Faculty, Staff and Student Publications

ARIC (Atherosclerosis Risk In Communities) initiated community-based surveillance in 1987 for myocardial infarction and coronary heart disease (CHD) incidence and mortality and created a prospective cohort of 15,792 Black and White adults ages 45 to 64 years. The primary aims were to improve understanding of the decline in CHD mortality and identify determinants of subclinical atherosclerosis and CHD in Black and White middle-age adults. ARIC has examined areas including health disparities, genomics, heart failure, and prevention, producing more than 2,300 publications. Results have had strong clinical impact and demonstrate the importance of population-based research in the spectrum of biomedical research …

Genome Sequencing Unveils A Regulatory Landscape Of Platelet Reactivity, Ali R Keramati, Ming-Huei Chen, Benjamin A T Rodriguez, Lisa R Yanek, Arunoday Bhan, Brady J Gaynor, Kathleen Ryan, Jennifer A Brody, Xue Zhong, Qiang Wei, Kai Kammers, Kanika Kanchan, Kruthika Iyer, Madeline H Kowalski, Achilleas N Pitsillides, L Adrienne Cupples, Bingshan Li, Thorsten M Schlaeger, Alan R Shuldiner, Jeffrey R O'Connell, Ingo Ruczinski, Braxton D Mitchell, Nauder Faraday, Margaret A Taub, Lewis C Becker, Joshua P Lewis, Rasika A Mathias, Andrew D Johnson

Faculty, Staff and Student Publications

Platelet aggregation at the site of atherosclerotic vascular injury is the underlying pathophysiology of myocardial infarction and stroke. to build upon prior GWAS, here we report on 16 loci identified through a whole genome sequencing (WGS) approach in 3,855 NHLBI Trans-Omics for Precision Medicine (TOPMed) participants deeply phenotyped for platelet aggregation. We identify the RGS18 locus, which encodes a myeloerythroid lineage-specific regulator of G-protein signaling that co-localizes with expression quantitative trait loci (eQTL) signatures for RGS18 expression in platelets. Gene-based approaches implicate the SVEP1 gene, a known contributor of coronary artery disease risk. Sentinel variants at RGS18 and PEAR1 are …

Dietary Patterns And Hepatocellular Carcinoma Risk Among Us Adults, Iman Moussa, Rena S Day, Ruosha Li, Xianglin L Du, Ahmed O Kaseb, Prasun K Jalal, Carrie Daniel-Macdougall, Rikita I Hatia, Ahmed Abdelhakeem, Asif Rashid, Yun Shin Chun, Donghui Li, Manal M Hassan

Faculty, Staff and Student Publications

The objective of this study was to assess the association between dietary patterns and risk of hepatocellular carcinoma (HCC) among US adults in a hospital-based case-control study. We analyzed data from 641 cases and 1002 controls recruited at The University of Texas MD Anderson Cancer Center during 2001-2018. Cases were patients with a pathologically or radiologically confirmed new diagnosis of HCC; controls were cancer-free spouses of patients with cancers other than gastrointestinal, lung, liver, or head and neck cancer. Cases and controls were frequency-matched by age and sex. Dietary patterns were identified by principal component analysis. Odds ratios (ORs) and …

Variant-Specific Inflation Factors For Assessing Population Stratification At The Phenotypic Variance Level, Tamar Sofer, Xiuwen Zheng, Cecelia A Laurie, Stephanie M Gogarten, Jennifer A Brody, Matthew P Conomos, Joshua C Bis, Timothy A Thornton, Adam Szpiro, Jeffrey R O'Connell, Ethan M Lange, Yan Gao, L Adrienne Cupples, Bruce M Psaty, Kenneth M Rice

Faculty, Staff and Student Publications

In modern Whole Genome Sequencing (WGS) epidemiological studies, participant-level data from multiple studies are often pooled and results are obtained from a single analysis. We consider the impact of differential phenotype variances by study, which we term 'variance stratification'. Unaccounted for, variance stratification can lead to both decreased statistical power, and increased false positives rates, depending on how allele frequencies, sample sizes, and phenotypic variances vary across the studies that are pooled. We develop a procedure to compute variant-specific inflation factors, and show how it can be used for diagnosis of genetic association analyses on pooled individual level data from …

Genome-Wide Association Analysis Of Metabolic Syndrome Quantitative Traits In The Gennid Multiethnic Family Study, Jia Y Wan, Deborah L Goodman, Emileigh L Willems, Alexis R Freedland, Trina M Norden-Krichmar, Stephanie A Santorico, Karen L Edwards

Faculty, Staff and Student Publications

BACKGROUND: to identify genetic associations of quantitative metabolic syndrome (MetS) traits and characterize heterogeneity across ethnic groups.

METHODS: Data was collected from GENetics of Noninsulin dependent Diabetes Mellitus (GENNID), a multiethnic resource of Type 2 diabetic families and included 1520 subjects in 259 African-American, European-American, Japanese-Americans, and Mexican-American families. We focused on eight MetS traits: weight, waist circumference, systolic and diastolic blood pressure, high-density lipoprotein, triglycerides, fasting glucose, and insulin. Using genotyped and imputed data from Illumina's Multiethnic array, we conducted genome-wide association analyses with linear mixed models for all ethnicities, except for the smaller Japanese-American group, where we used …

An Assessment Of Outpatient Clinic Room Ventilation Systems And Possible Relationship To Disease Transmission, Kristin G King, George L Delclos, Eric L Brown, Susan Tortolero Emery, Jose Miguel Yamal, Robert J Emery

Faculty, Staff and Student Publications

BACKGROUND: With healthcare shifting to the outpatient setting, this study examined whether outpatient clinics operating in business occupancy settings were conducting procedures in rooms with ventilation rates above, at, or below thresholds defined in the American National Standards Institute/American Society of Heating, Refrigerating and Air-Conditioning Engineers/American Society for Health Care Engineering Standard 170 for Ventilation in Health Care Facilities and whether lower ventilation rates and building characteristics increase the risk of disease transmission.

METHODS: Ventilation rates were measured in 105 outpatient clinic rooms categorized by services rendered. Building characteristics were evaluated as determinants of ventilation rates, and risk of disease …

Timing Of Surgery Following Sars-Cov-2 Infection: An International Prospective Cohort Study, Covidsurg Collaborative, Globalsurg Collaborative

Faculty, Staff and Student Publications

Peri-operative SARS-CoV-2 infection increases postoperative mortality. The aim of this study was to determine the optimal duration of planned delay before surgery in patients who have had SARS-CoV-2 infection. This international, multicentre, prospective cohort study included patients undergoing elective or emergency surgery during October 2020. Surgical patients with pre-operative SARS-CoV-2 infection were compared with those without previous SARS-CoV-2 infection. The primary outcome measure was 30-day postoperative mortality. Logistic regression models were used to calculate adjusted 30-day mortality rates stratified by time from diagnosis of SARS-CoV-2 infection to surgery. Among 140,231 patients (116 countries), 3127 patients (2.2%) had a pre-operative SARS-CoV-2 …

How Will The Future Of Work Shape Osh Research And Practice? A Workshop Summary, Sarah A Felknor, Jessica M K Streit, Michelle Mcdaniel, Paul A Schulte, L Casey Chosewood, George L Delclos

Faculty, Staff and Student Publications

Growth of the information economy and globalization of labor markets will be marked by exponential growth in emerging technologies that will cause considerable disruption of the social and economic sectors that drive the global job market. These disruptions will alter the way we work, where we work, and will be further affected by the changing demographic characteristics and level of training of the available workforce. These changes will likely result in scenarios where existing workplace hazards are exacerbated and new hazards with unknown health effects are created. The pace of these changes heralds an urgent need for a proactive approach …

Opportunities And Challenges In Developing A Cryptosporidium Controlled Human Infection Model For Testing Antiparasitic Agents, Rajiv S Jumani, Johanne Blais, Hanns-Christian Tillmann, Florencia Segal, Dean Wetty, Christian Ostermeier, Natko Nuber, Jay Lakshman, Natasha Aziz, Richa Chandra, Wilbur H Chen, Cynthia L Chappell, Thierry T Diagana, Ujjini H Manjunatha

Faculty, Staff and Student Publications

Cryptosporidiosis is a leading cause of moderate-to-severe diarrhea in low- and middle-income countries, responsible for high mortality in children younger than two years of age, and it is also strongly associated with childhood malnutrition and growth stunting. There is no vaccine for cryptosporidiosis and existing therapeutic options are suboptimal to prevent morbidity and mortality in young children. Recently, novel therapeutic agents have been discovered through high-throughput phenotypic and target-based screening strategies, repurposing malaria hits, etc., and these agents have a promising preclinical in vitro and in vivo anti-

Protecting Sanitation Workers In Low-Middle Income Countries Amid Covid-19, Muhammad Mainuddin Patwary, Md Riad Hossain, Faysal Kabir Shuvo, Sadia Ashraf, Rabeya Sultana, Md Ashraful Alam

Faculty, Staff and Student Publications

No abstract provided.

Risk And Clinical Risk Factors Associated With Late Lower Cranial Neuropathy In Long-Term Oropharyngeal Squamous Cell Carcinoma Survivors, Puja Aggarwal, Ryan P Goepfert, Adam S Garden, Naveen Garg, Jhankruti S Zaveri, Xianglin L Du, Michael D Swartz, Stephen Y Lai, C David Fuller, Renata Ferrarotto, Erich M Sturgis, Linda B Piller, Katherine A Hutcheson

Faculty, Staff and Student Publications

IMPORTANCE: Lower cranial neuropathy (LCNP) is a rare, but permanent, late effect of radiotherapy and other cancer therapies. Lower cranial neuropathy is associated with excess cancer-related symptoms and worse swallowing-related quality of life. Few studies have investigated risk and clinical factors associated with late LCNP among patients with long-term survival of oropharyngeal squamous cell carcinoma (OPSCC survivors).

OBJECTIVE: to estimate the cumulative incidence of and identify clinical factors associated with late LCNP among long-term OPSCC survivors.

DESIGN, SETTING, AND PARTICIPANTS: This single-institution cohort study included disease-free adult OPSCC survivors who completed curative treatment from January 1, 2000, to December 31, …

Predictive Factors For Success Of Awake Proning In Hypoxemic Respiratory Failure Secondary To Covid-19: A Retrospective Cohort Study, Sujith V Cherian, Chang Li, Brad Roche, Stephan A Reyes, Siddharth Karanth, Aditya P Lal, Gabriel M Aisenberg, Rosa M Estrada-Y-Martin

Faculty, Staff and Student Publications

BACKGROUND: Awake prone positioning has been recommended as an adjunctive measure in spontaneously breathing patients with hypoxemic respiratory failure during the COVID-19 pandemic. It remains uncertain as to how long this should be implemented, what variables to follow and who would be the ideal candidates for this adjunctive therapy.

METHODS: A retrospective chart review of patients admitted from April to August 2020 within our institution with multifocal pneumonia and hypoxemic respiratory failure secondary to COVID-19 who underwent awake-proning for at least 3 hours was conducted.

RESULTS: Improvement in respiratory parameters including ROX (SpO2/Fio2/ Respiratory Rate) indices and inflammatory markers within …

Genetic And Non-Genetic Factors Affecting The Expression Of Covid-19-Relevant Genes In The Large Airway Epithelium, Silva Kasela, Victor E Ortega, Molly Martorella, Suresh Garudadri, Jenna Nguyen, Elizabeth Ampleford, Anu Pasanen, Srilaxmi Nerella, Kristina L Buschur, Igor Z Barjaktarevic, R Graham Barr, Eugene R Bleecker, Russell P Bowler, Alejandro P Comellas, Christopher B Cooper, David J Couper, Gerard J Criner, Jeffrey L Curtis, Meilan K Han, Nadia N Hansel, Eric A Hoffman, Robert J Kaner, Jerry A Krishnan, Fernando J Martinez, Merry-Lynn N Mcdonald, Deborah A Meyers, Robert Paine, Stephen P Peters, Mario Castro, Loren C Denlinger, Serpil C Erzurum, John V Fahy, Elliot Israel, Nizar N Jarjour, Bruce D Levy, Xingnan Li, Wendy C Moore, Sally E Wenzel, Charles Langelier, Prescott G Woodruff, Tuuli Lappalainen, Stephanie A Christenson

Faculty, Staff and Student Publications

BACKGROUND: The large airway epithelial barrier provides one of the first lines of defense against respiratory viruses, including SARS-CoV-2 that causes COVID-19. Substantial inter-individual variability in individual disease courses is hypothesized to be partially mediated by the differential regulation of the genes that interact with the SARS-CoV-2 virus or are involved in the subsequent host response. Here, we comprehensively investigated non-genetic and genetic factors influencing COVID-19-relevant bronchial epithelial gene expression.

METHODS: We analyzed RNA-sequencing data from bronchial epithelial brushings obtained from uninfected individuals. We related ACE2 gene expression to host and environmental factors in the SPIROMICS cohort of smokers with …

Genetic Discovery And Risk Characterization In Type 2 Diabetes Across Diverse Populations, Linda M Polfus, Burcu F Darst, Heather Highland, Xin Sheng, Maggie C Y Ng, Jennifer E Below, Lauren Petty, Stephanie Bien, Xueling Sim, Wei Wang, Pierre Fontanillas, Yesha Patel, Michael Preuss, Claudia Schurmann, Zhaohui Du, Yingchang Lu, Suhn K Rhie, Joseph M Mercader, Teresa Tusie-Luna, Clicerio González-Villalpando, Lorena Orozco, Cassandra N Spracklen, Brian E Cade, Richard A Jensen, Meng Sun, Yoonjung Yoonie Joo, Ping An, Lisa R Yanek, Lawrence F Bielak, Salman Tajuddin, Aude Nicolas, Guanjie Chen, Laura Raffield, Xiuqing Guo, Wei-Min Chen, Girish N Nadkarni, Mariaelisa Graff, Ran Tao, James S Pankow, Martha Daviglus, Qibin Qi, Eric A Boerwinkle, Simin Liu, Lawrence S Phillips, Ulrike Peters, Chris Carlson, Lynne R Wikens, Loic Le Marchand, Kari E North, Steven Buyske, Charles Kooperberg, Ruth J F Loos, Daniel O Stram, Christopher A Haiman

Faculty, Staff and Student Publications

Genomic discovery and characterization of risk loci for type 2 diabetes (T2D) have been conducted primarily in individuals of European ancestry. We conducted a multiethnic genome-wide association study of T2D among 53,102 cases and 193,679 control subjects from African, Hispanic, Asian, Native Hawaiian, and European population groups in the Population Architecture Genomics and Epidemiology (PAGE) and Diabetes Genetics Replication and Meta-analysis (DIAGRAM) Consortia. In individuals of African ancestry, we discovered a risk variant in the

The Implementation Science For Genomic Health Translation (Insight) Study In Epilepsy: Protocol For A Learning Health Care System, Elena Valeryevna Feofanova, Guo-Qiang Zhang, Samden Lhatoo, Ginger A Metcalf, Eric Boerwinkle, Eric Venner

Faculty, Staff and Student Publications

BACKGROUND: Genomic medicine is poised to improve care for common complex diseases such as epilepsy, but additional clinical informatics and implementation science research is needed for it to become a part of the standard of care. Epilepsy is an exemplary complex neurological disorder for which DNA diagnostics have shown to be advantageous for patient care.

OBJECTIVE: We designed the Implementation Science for Genomic Health Translation (INSIGHT) study to leverage the fact that both the clinic and testing laboratory control the development and customization of their respective electronic health records and clinical reporting platforms. Through INSIGHT, we can rapidly prototype and …

A Machine Learning Compatible Method For Ordinal Propensity Score Stratification And Matching, Thomas J Greene, Stacia M Desantis, Derek W Brown, Anna V Wilkinson, Michael D Swartz

Faculty, Staff and Student Publications

Although machine learning techniques that estimate propensity scores for observational studies with multivalued treatments have advanced rapidly in recent years, the development of propensity score adjustment techniques has not kept pace. While machine learning propensity models provide numerous benefits, they do not produce a single variable balancing score that can be used for propensity score stratification and matching. This issue motivates the development of a flexible ordinal propensity scoring methodology that does not require parametric assumptions for the propensity model. The proposed method fits a one-parameter power function to the cumulative distribution function (CDF) of the generalized propensity score (GPS) …

Original Antigenic Sin: The Downside Of Immunological Memory And Implications For Covid-19, Eric L Brown, Heather T Essigmann

Faculty, Staff and Student Publications

The concept of original antigenic sin (OAS) was put forth many years ago to explain how humoral memory responses generated against one set of antigens can affect the nature of antibody responses elicited to challenge infections or vaccinations containing a similar but not identical array of antigens. Here, we highlight the link between OAS and the germinal center reaction (GCR), a process unique to activated B cells undergoing somatic hypermutation and class switch recombination. It is the powerful response of activated memory B cells and the accompanying GCR that establish the foundations of OAS. We apply these concepts to the …