Epidemiology Commons^™

Anti-Sars-Cov-2 Nucleoprotein Iga Is Associated With Worse Disease Severity In Critically Ill Covid-19 Pneumonia Patients, David Brett-Major, Dylan S. George, Eric D. Morrell, Carmen Mikacenic, Julie Carstens, Laura E. Evans, Mark M. Wurfel, Pavan K. Bhatraju, M. Jana Broadhurst

Journal Articles: Epidemiology

While humoral responses to vaccination and infection have largely focused on IgG, there is an evolving literature on ways in which IgA may drive neutrophil activity in lung injury secondary to viral infections, including COVID-19. We evaluated 238 immune-naïve, critically ill patients in the first year of the COVID-19 pandemic. Employing a laboratory-developed, multiplexed antibody testing, clinical history, medical record, and machine learning, we pursued relationships between systemic IgA and disease severity. Individuals with elevated anti-N IgA had 4-fold odds of more severe disease. This work emphasizes the importance of continued work to understand how different elements of the immune …

Air Quality Risks In Public Housing, Brynn Sheehan, Carolyn Caraballo Velez, Vaughan W. Rees, Miasha T. O'Neal, Kristen E. Moore, Katie M. Jones, Jessica Meadows, Sarah Gehlert, Richard Grucza, Andrew Plunk, Kelli J. England

Department Psychiatry & Behavioral Science Faculty Publications

Importance Public housing residents face elevated environmental health risks, yet indoor air quality in these settings remains underexamined. OBJECTIVE: To evaluate indoor air quality in public housing 5 years after implementation of the federal smoke-free housing policy and compare it with outdoor air quality in the same regions.

Design, Setting, and Participants A 1-year cohort study of indoor air quality (particulate matter ≤2.5 μm in diameter [PM2.5]) across 12 multifamily public housing communities in southeastern Virgina for individuals 65 years and older or persons with disability in cities with the highest rated outdoor air quality. Indoor PM2.5 was continuously measured …

Tezepelumab's Effects On Patient-Reported Symptoms In Severe Asthma, Overall And With History Of Comorbid Chronic Rhinosinusitis With Nasal Polyps (Crswnp), Njira L. Lugogo, Joseph K. Han, Anju T. Peters, Stella E. Lee, Monica Kraft, Mary Kay Margolis, Sonia F. Shenoy, Nicole Martin, Shradha Chandarana, Christopher S. Ambrose

Department of Otolaryngology (ENT) Faculty Publications

Background

Tezepelumab (an anti-thymic stromal lymphopoietin monoclonal antibody) treatment resulted in reduced exacerbations and improved sino-nasal symptoms and health-related quality of life in patients with severe uncontrolled asthma (SUA) and chronic rhinosinusitis with nasal polyps (CRSwNP) in the NAVIGATOR study.

Objective

To evaluate the effect of tezepelumab versus placebo on sleep disturbances, activity levels, and physical exertion tolerance in NAVIGATOR patients with SUA overall and in those with past medical history of comorbid CRSwNP.

Methods

Patients (12-80 years old) with SUA were randomized to receive tezepelumab 210 mg or placebo subcutaneously every 4 weeks for 52 weeks. Patient responses to …

Clinical Subtypes Of Co-Morbid Insomnia And Obstructive Sleep Apnea (Comisa): Results Of A Cluster Analysis, Yuan Shi, Xujun Feng, Fengyi Hao, Yuru Nie, Yihui Zhang, Zhaohua Chen, Siqi Guan, Larry D. Sanford, Michael V. Vitiello, Xiangdong Tang

Department of Pathology & Anatomy Faculty Publications

Background

Variations in the bidirectional relationship between obstructive sleep apnea (OSA) and insomnia in co-morbid insomnia and OSA (COMISA) may form distinct subtypes of COMISA, which have not been previously characterized. This study aims to identify and characterize subtypes of COMISA.

Methods

From a community-recruited COMISA cohort 256 individuals who met diagnosis for COMISA were used to identify subtypes using a two-step clustering methodology. Demographics and multidimension clinical characteristics were collected and compared among obtained subtypes. Logistic models were used to evaluate whether these subtypes were associated with cardiometabolic and mental disorders. A clinical cohort of 1816 COMISA patients was …

Prognostic Factors For Patients Under 45 Undergoing Surgery For Colorectal Liver Metastases: A Seer Population-Based Study, Gabrielle Grob, Fang Fang, Matvey Karpov, Eric Feliberti, Marybeth Hughes, Rachel Burke, Winifred Lo

Department Surgery Faculty Publications

Background and Objectives: Colorectal cancer (CRC) has been on the rise in adults younger than 50. Surgical resection is a potentially curative treatment option for patients with colorectal liver metastases (CRLM). The aim of this study was to describe patient and tumor characteristics associated with disease-specific survival in young patients (<  45 years) versus older patients (≥ 45 years) with isolated CRLM.

Methods: The SEER database was queried for patients with CRLM who underwent colon and liver resection from 2010 to 2021. Patients under age 20, with metastases beyond the liver, or who had not had surgery for liver metastases were excluded. Cox regression was used to analyze demographic factors, tumor …

Differential Impact Of Admission Type And Clinical Complexity On Diabetes Hospitalization Costs Among African American And Hispanic Patients In Southeastern Virginia, Ismail El Moudden, Asra Amidi, Reem Sharaf-Alddin, Michael C. Bittner, Qi Zhang

Department of Obstetrics & Gynecology Faculty Publications

Background

Diabetes mellitus (DM) imposes substantial healthcare costs with documented disparities among African Americans and Hispanic patients. To inform care delivery and resource allocation, this study identified hospitalization cost predictors among African American and Hispanic patients with diabetes in Southeastern Virginia.

Methods

We analyzed 6,011 hospital discharges from the Virginia Health Information database (2016-2020) for adults aged 18-85 with diabetes. Discharges were classified by Medicare Severity Diagnosis-Related Groups: DM with complications/comorbidities (DCC, n = 3,328), DM with major complications/comorbidities (DMCC, n = 1,518), and DM without major complications/comorbidities (DWO, n = 1,165). Because cost distributions were right-skewed (skewness 3.5-8.24), we …

Comparison Of Mental Illness Comorbidity Pre-Pandemic Vs. Pandemic-Era And Associations With Clinical And Demographic Characteristics For Virginia Public Hospital Inpatient Discharges With A Substance Use Disorder, Marilyn Bartholmae, Tharidu Gunawardena

Department of Medicine Faculty Publications

The rise in mental illnesses after the COVID-19 pandemic is well documented. However, it is not known whether the rates of mental illness comorbidity increased. The objectives of this study were to compare mental illness comorbidity rates before and after the pandemic among inpatients with SUD and to test associations between mental illness comorbidity, physical illness, and demographics. We used a retrospective cross-sectional design in a sample of inpatient discharges (N = 233,017) at Virginia public hospitals from January 2018 to December 2022. We used Z tests to compare rates of mental illness comorbidity pre- and post-pandemic and Chi-square tests …

Trends In Hypertension Prevalance And Control In The United States Over 25 Years, Omar Saleh, Neda Rehan, Saleh Mostafa, Rehan Qayyum

Department of Medicine Faculty Publications

Despite sustained public health efforts, hypertension remains highly prevalent in the United States, with persistent disparities across demographic and socioeconomic groups. We examined 25-year trends in hypertension prevalence, undiagnosed hypertension, and on-treatment uncontrolled hypertension in the United States using nationally representative National Health and Nutrition Examination Survey (NHANES) data from adults aged ≥18 years. Hypertension was defined as systolic BP ≥130 mmHg, diastolic BP ≥80 mmHg, or current antihypertensive use. Undiagnosed hypertension was defined as elevated BP without prior diagnosis or treatment, while on-treatment uncontrolled hypertension was defined as diagnosed hypertension with BP ≥130/80 mmHg despite treatment. Survey-weighted generalized linear …

Glucagon-Like Peptide Receptor Agonists (Glp-1ras) As Cardiovascular Risk Modifiers In Obstructive Sleep Apnea And Obesity: A Real-World Study, Jaeun Ahn, Junmin Song, Kyle Admire, Yu Chang, Kuan-Yu Chi, Nathaniel T. Gordon, Joshua M. Sill

Department of Medicine Faculty Publications

Introduction

Obstructive sleep apnea (OSA) is a well-established risk factor for cardiovascular disease. Glucagon-like peptide-1 receptor agonists (GLP-1RAs) have demonstrated potential in reducing cardiovascular risk and improving OSA severity. However, a significant knowledge gap remains regarding the impact of GLP-1RAs on cardiovascular events in OSA patients.

Methods

We examined patients with a BMI over 30 diagnosed with OSA between January 2010 and November 2021 without a previous diagnosis of heart failure, pulmonary hypertension, or myocardial infarction. Two cohorts were created: those prescribed GLP-1RAs within 1 year of their OSA diagnosis and patients who were never prescribed GLP-1RAs. Propensity score matching …

Association Of Valvular Disease Progression Using Echocardiographic Findings In A Large U.S. Cohort, Abes A. Bautista Neughebauer, Amin Yehya, Raymond L. Benza, Deepak Talreja

Department of Medicine Faculty Publications

Background

The prevalence of valvular disease in the US is approximately 2.5%. Given that over 5 million Americans are affected, it is crucial to find those at higher risk of progression. The goal of this paper is to uncover which patients are more likely to have valvular disease progression using demographic factors, EKG and echocardiogram (ECHO) findings.

Methods

This paper utilized the EchoNext Database, which pairs 100,000 electrocardiograms and echocardiograms based on specific structural heart disease labels. Univariate and multivariate logistic regression were used to find risk factors for progression for aortic stenosis (AS), aortic regurgitation (AR), mitral regurgitation (MR), …

Racial Disparities In Clonal Hematopoiesis And Their Impact On Hematologic Malignancies, Zijian Zhang, Chao Cheng

Faculty, Staff and Students Publications

Clonal hematopoiesis of indeterminate potential (CHIP) is a known risk factor for hematologic malignancies (HM), but its distribution and clinical implications across diverse ancestries remain poorly characterized. In this study, we investigated CHIP and its progression to HM in a large, racially diverse cohort from the All of Us Research Program, comprising 245,388 participants. We identified 10,446 CHIP driver mutations in 9,476 individuals. Our analysis revealed clear racial disparities in CHIP prevalence and mutational profiles: African American (AA) individuals had higher odds of CHIP and exhibited distinct mutation patterns compared to White American (WA) individuals. Consistent with prior studies, CHIP …

Global, Regional, And National Burden Of Cardiovascular Diseases And Risk Factors In 204 Countries And Territories, 1990-2023, Global Burden Of Cardiovascular Diseases And Risks 2023 Collaborators, Mohammadreza Abbasian

Department of Orthopaedic Surgery Faculty Papers

BACKGROUND: Cardiovascular diseases (CVDs) are the leading cause of mortality and are among the foremost causes of disability globally. CVD burden has continued to increase in most countries since 1990, with trends driven by changing exposures to harmful risk factors, population growth, and population aging.

OBJECTIVES: We report estimates of global, national, and subnational CVD burden, including 18 subdiseases and 12 associated modifiable risk factors. We analyzed change in CVD burden from 1990 to 2023 and identified drivers of change including population growth, population aging, and risk factor exposure.

METHODS: The Global Burden of Disease (GBD) 2023 study, a multinational …

Trends And Disparities In Acute Coronary Syndrome-Related Mortality In The United States: Implications For Healthcare, Muhammad Khuzzaim Khan, Ibrahim Ahmed Khan, Abdul Moiz Javed, Arslan Wazir, Hira Saleem, Muhammad Zohaib, Faisal Rasheed, Priyanka Mohan Lal, Syeda Laiba Sherazi, Amiaz Karim, Nikhil Duseja, Hussam Al Hennawi

Abington Jefferson Health Papers

Acute coronary syndrome (ACS) is a major cause of morbidity and mortality in the United States (US). However, the trends and disparities in ACS mortality are not well understood. This study aimed to analyze the ACS mortality in the US from 1999 to 2020 using the Centers for Disease Control and Prevention Wide-Ranging Online Data for Epidemiologic Research database. The age-adjusted mortality rates (AAMR) due to ACS were calculated for each year from 1999 to 2020, stratified by sex, race, urbanization, and state. The trends and disparities in AAMR were examined using descriptive statistics and graphical methods. The AAMR due …

Inter- And Intra-Observer Agreement In Ultrasound Diagnosis Of Steatotic Liver Disease: Implications For Screening In Resource-Limited Settings, Maria Spencer-Sandino, Maya Balakrishnan, David Wynne, Ilona Argirion, Paz Cook, Vanessa Van De Wyngard, Noldy Mardones, Ruth Pfeiffer, Allan Hildesheim, Catterina Ferreccio, Jill Koshiol

Faculty, Staff and Students Publications

Steatotic liver disease (SLD), which is associated with increased risk of cancer-related mortality, needs timely and cost-effective detection. Although liver biopsy remains the diagnostic gold standard, its invasiveness and high-cost limit widespread use. Ultrasound is a practical and affordable alternative. We evaluated inter- and intra-observer agreement for ultrasound-based diagnosis of SLD using images from the Chile Biliary Longitudinal Study (Chile BiLS), a cohort of women with gallstones. These women have a high burden of obesity and related metabolic disorders, putting them at higher risk for SLD. A radiologist (observer 1) reviewed a randomly selected subset of 425 baseline images and …

A Simple, Interpretable Machine Learning Model Based On Clinical Factors Accurately Predicts Incident Dysplasia Or Malignancy In Barrett's Esophagus, Ashwin Rao, Jasmine Haydel, Samuel Ma, Aaron P Thrift, Theresa Nguyen-Wenker, Hashem B El-Serag

Faculty, Staff and Students Publications

Purpose: Identifying patients likely to develop dysplasia or malignancy is critical for effective surveillance in patients with Barrett's Esophagus (BE). However, current predictive models are limited. We evaluated the performance of machine learning (ML) models in predicting incident dysplasia or malignancy in a cohort of veteran patients with BE.

Methods: We analyzed data from 598 patients newly diagnosed with non-dysplastic BE (NDBE), BE indefinite for dysplasia (BE-IND), and BE with non-persistent low-grade dysplasia (LGD) at the Michael DeBakey Veterans Affairs Medical Center from November 1990 to January 2019 with follow-up through January 2024. Progressors were patients who developed persistent LGD, …

Exploring Sex-Specific Clinical Features In Chinese Patients With Takotsubo Syndrome, Hong-Yi Duan, Ling-Lin Wang, Ling-Chun Lyu, Zhen-Hua Shi, Xiao-Ping Lin, Zheng-Yang Yu, Guo-Hua Fan, Jing Chen, Xin-Hong Yang, Wei Deng, Chang-Wu Xu, Yan Huang, Qing Zhou, Jin-Ling Chen, Hong-Ning Song, Dong Hu, Jin-Qiu Liu, Hector Barajas-Martinez, Charles Antzelevitch, Kan Liu, Hong Jiang, Dan Hu

Department of Medicine Faculty Papers

BACKGROUND: Takotsubo syndrome (TTS) is considered as a transient acute heart failure syndrome predominant in females. However, data on Chinese TTS patients are limited. Therefore, this study aimed to investigate the clinical characteristics of Chinese TTS patients, identify prognostic markers.

METHODS: A total of 258 TTS patients were enrolled. Data on clinical characteristics and in-hospital major adverse cardiovascular events (MACE) were collected and analyzed. The latter included severe heart failure, shock, malignant arrhythmia, and death.

RESULTS: The average age of TTS patients was 59.3 ± 19.2 years. Female patients accounted for 68.9%. MACE occurred in 41.4% of patients during hospitalization. …

Dietary Intake Of Protein By Food Source And Incident Hypertension Among Diverse Us Adults: The Mesa Study, Ji Yun Tark, Ruosha Li, Bing Yu, Alexis C Wood, Nikhil S Padhye, Marcia C De Oliveira Otto

Faculty, Staff and Student Publications

Background: Dietary guidelines recommend adequate protein intake from diverse sources for optimal blood pressure; however, its role in hypertension risk remains unclear. We examined prospective associations of protein intake and diversity, overall and by source, with hypertension risk in the MESA (Multi-Ethnic Study of Atherosclerosis) study.

Methods and results: Among 2294 participants aged 45 to 84 years without hypertension at baseline, total, animal, and plant protein intake was assessed using a 120-item food frequency questionnaire. Protein diversity was evaluated using count and the dissimilarity index. Over a 9-year median follow-up, 1356 hypertension cases were identified through blood pressure measurements and …

Current Burden Of Steatotic Liver Disease And Fibrosis Among Adults In The United States, 2017-2023, Donghee Kim, Pojsakorn Danpanichkul, Karn Wijarnpreecha, George Cholankeril, Rohit Loomba, Aijaz Ahmed

Faculty, Staff and Students Publications

Background/aims: Multi-society experts proposed the adoption of new terminology, metabolic dysfunctionassociated steatotic liver disease (MASLD) and steatotic liver disease (SLD). We studied the current prevalence of SLD and its subcategories in the US.

Methods: Using the recent National Health and Nutrition Examination Survey from 2017 to 2023, we analyzed data from 12,199 participants (≥18 years) who completed transient elastography. SLD and its subcategories, including MASLD, metabolic and alcohol-related liver disease (MetALD), and alcohol-related liver disease (ALD), were categorized according to consensus nomenclature.

Results: The age-adjusted prevalence of SLD (cut-off: 285 dB/m) was 35.0% (95% confidence interval [CI] 33.4-36.7). Within this …

Effects Of Smoking Behavior On Lung Metastasis In The All Of Us Research Program, Vikram R Shaw, Jinyoung Byun, Younghun Han, Christopher I Amos

Faculty, Staff and Students Publications

Smoking may be associated with an increased risk of lung metastasis in cancers of non-lung origin. We leverage survey and electronic health record data from the diverse All of Us Research Program (AoURP) database to investigate whether smoking and smoking-related behaviors increase the risk of lung metastasis in non-lung primary cancers. The results suggest that cigarette use, measured by four continuous variables, does not increase the risk of lung metastasis in seven common cancer types but demonstrates a small significant effect in a cohort including all types of cancer in the database in both univariable and multivariable analyses. An increased …

A Geospatial Analysis Of The Lung Cancer Burden In Philadelphia, Using Pennsylvania Cancer Registry Data From 2008-2017, Russell K. Mcintire, Katherine Senter, Christine S. Shusted, Rickisa Yearwood, Julie Barta, Scott W. Keith, Charnita Zeigler-Johnson

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

(1) Background: Lung cancer is the deadliest and second most prevalent cancer in Pennsylvania (PA), and African American patients are disproportionately affected. Lung cancer morbidity and mortality in Philadelphia County are among the highest in PA. Geographic information systems (GIS) are useful to explore geospatial variations in the cancer burden and risk factors. Therefore, we used GIS to analyze the lung cancer burden in Philadelphia to assess which areas of the city have the highest morbidity and mortality, identify potential clusters, and determine which census tract-level characteristics were associated with higher tract-level cancer burden. (2) Methods: Using secondary data from …

Precision Phenotyping For Curating Research Cohorts Of Patients With Unexplained Post-Acute Sequelae Of Covid-19, Alaleh Azhir, Jonas Hügel, Jiazi Tian, Jingya Cheng, Ingrid V Bassett, Douglas S Bell, Elmer V Bernstam, Maha R Farhat, Darren W Henderson, Emily S Lau, Michele Morris, Yevgeniy R Semenov, Virginia A Triant, Shyam Visweswaran, Zachary H Strasser, Jeffrey G Klann, Shawn N Murphy, Hossein Estiri

Faculty, Staff and Student Publications

BACKGROUND: Scalable identification of patients with post-acute sequelae of COVID-19 (PASC) is challenging due to a lack of reproducible precision phenotyping algorithms, which has led to suboptimal accuracy, demographic biases, and underestimation of the PASC.

METHODS: In a retrospective case-control study, we developed a precision phenotyping algorithm for identifying cohorts of patients with PASC. We used longitudinal electronic health records data from over 295,000 patients from 14 hospitals and 20 community health centers in Massachusetts. The algorithm employs an attention mechanism to simultaneously exclude sequelae that prior conditions can explain and include infection-associated chronic conditions. We performed independent chart reviews …

Phase 3 Validation Of Paam For Hepatocellular Carcinoma Risk Stratification In Cirrhosis, Naoto Fujiwara, Camden Lopez, Tracey L Marsh, Indu Raman, Cesia A Marquez, Subhojit Paul, Sumit K Mishra, Naoto Kubota, Courtney Katz, Hiroaki Kanzaki, Michael Gonzalez, Lisa Quirk, Sneha Deodhar, Pratibha Selvakumar, Prithvi Raj, Neehar D Parikh, Lewis R Roberts, Myron E Schwartz, Mindie H Nguyen, Alex S Befeler, Stephanie Page-Lester, Sudhir Srivastava, Ziding Feng, K Rajender Reddy, Saira Khaderi, Sumeet K Asrani, Fasiha Kanwal, Hashem B El-Serag, Jorge A Marrero, Amit G Singal, Yujin Hoshida

Faculty, Staff and Students Publications

Background & aims: Hepatocellular carcinoma (HCC) risk stratification is an urgent unmet need for cost-effective HCC screening and early detection in patients with cirrhosis to improve poor HCC prognosis.

Methods: Molecular (prognostic liver secretome signature with α-fetoprotein) and clinical (aMAP [age, male sex, albumin-bilirubin, and platelets] score) variable-based scores were integrated into PAaM (prognostic liver secretome signature with α-fetoprotein plus age, male sex, albumin-bilirubin, and platelets), which was subsequently validated in 2 phase 3 biomarker validation studies: the statewide Texas HCC Consortium and nationwide HCC Early Detection Strategy prospective cohorts, following the prospective specimen collection, retrospective blinded evaluation design. The …

A Randomized, Double-Blind, Placebo-Controlled Trial Of Il-7 In Critically Ill Patients With Covid-19, Manu Shankar-Hari, Bruno Francois, Kenneth E Remy, Cristina Gutierrez, Stephen Pastores, Thomas Daix, Robin Jeannet, Jane Blood, Andrew H Walton, Reinaldo Salomao, Georg Auzinger, David Striker, Robert S Martin, Nitin J Anand, James Bosanquet, Teresa Blood, Scott Brakenridge, Lyle L Moldawer, Vidula Vachharajani, Cassian Yee, Felipe Dal-Pizzol, Michel Morre, Frederique Berbille, Marcel Van Den Brink, Richard Hotchkiss

Faculty, Staff and Student Publications

Background: Lymphopenia and failure of lymphocytes to mount an early IFN-γ response correlate with increased mortality in COVID-19. Given the essential role of CD4 helper and CD8 cytotoxic cells in eliminating viral pathogens, this profound loss in lymphocytes may impair patients' ability to eliminate the virus. IL-7 is a pleiotropic cytokine that is obligatory for lymphocyte survival and optimal function.

Methods: We conducted a prospective, double-blind, randomized, placebo-controlled trial of CYT107, recombinant human IL-7, in 109 critically ill, patients with lymphopenia who have COVID-19. The primary endpoint was to assess CYT107's effect on lymphocyte recovery with secondary clinical endpoints including …

Examining Health Insurance And Non-Medical Challenges Among Vietnamese Americans In Texas During The Covid-19 Pandemic, Alexander Le, Saba Siddiqi, Celine Nguyen, Ben King, Paul Gerardo Yeh, Jannette Diep, Lauren Gilbert, Bich-May Nguyen

Faculty, Staff and Student Publications

When COVID-19 data on Asian Americans are available, they are frequently aggregated, concealing community-specific concerns. Consequently, there is limited COVID-19 literature on Vietnamese Americans. In this study, we investigated the association between health insurance coverage and non-medical challenges during the COVID-19 pandemic, in Vietnamese Americans in Texas. The NIH Community Engagement Alliance (CEAL) Common Survey 2 was administered electronically in English and Vietnamese and contained 23 questions about non-medical drivers of health, COVID-19 vaccination, and research participation. Vietnamese American adults in Texas were recruited between September 2021 and March 2022 via partnerships with community organizations. Responses were compared and analyzed …

Global, Regional, And National Burden Of Cardiovascular Diseases And Risk Factors In 204 Countries And Territories, 1990-2023, Global Burden Of Cardiovascular Diseases And Risks 2023 Collaborators, Benjamin A. Stark, Nicole K. Decleene, Emily C. Desai, Johnathan M. Hsu, Catherine O. Johnson, Laura Lara-Castor, Kate E. Legrand, Prof Bhoomadevi A., Mohammad Amin Aalipour, Nasir Abbas, Madineh Abbasi, Mohammadreza Abbasian, Hedayat Abbastabar, Abdallah H. A. Abd Al Magied, Samar Abd Elhafeez, Gregory A. Roth, Et Al.

Epidemiology, Biostatistics, & Environmental Health Faculty Publications

Background

Cardiovascular diseases (CVDs) are the leading cause of mortality and are among the foremost causes of disability globally. CVD burden has continued to increase in most countries since 1990, with trends driven by changing exposures to harmful risk factors, population growth, and population aging.

Objectives

We report estimates of global, national, and subnational CVD burden, including 18 subdiseases and 12 associated modifiable risk factors. We analyzed change in CVD burden from 1990 to 2023 and identified drivers of change including population growth, population aging, and risk factor exposure.

Methods

The Global Burden of Disease (GBD) 2023 study, a multinational …

Risk Of Post-Acute Symptoms Among Adults: A Comparison Study Of Severe Covid-19, Pneumonia, And Influenza, Caroline M Schaefer, Trudy Millard Krause, George L Delclos, Raymond S Greenberg

Faculty, Staff and Student Publications

Background: A retrospective cohort study was undertaken to assess the relationship between initial disease severity of COVID-19 and the risk of post-acute symptoms. The COVID-19 cohort was compared against influenza and pneumonia cohorts to assess whether risk of post-acute symptoms differed.

Methods: Administrative health claims data were obtained for commercially insured and Medicare Advantage covered adults (≥ 18 years) with symptomatic laboratory-confirmed COVID-19 diagnosed in 2020 (n=121,205), and similar cohorts of influenza (n=20,844) and pneumonia (n=29,052) patients diagnosed prior to the pandemic. Post-acute symptoms were assessed at four weeks, three and six months following initial diagnosis.

Results: Among the patients …

Predicting Mental Health Disparities Using Machine Learning For African Americans In Southeastern Virginia, Ismail El Moudden, Michael C. Bittner, Matvey V. Karpov, Isaac O. Osunmakinde, Akosua Acheamponmaa, Breshell J. Nevels, Mamadou T. Mbaye, Tonya L. Fields, Karthiga Jordan, Messaoud Bahoura

Department of Obstetrics & Gynecology Faculty Publications

This study examined mental health disparities among African Americans using AI and machine learning for outcome prediction. Analyzing data from African American adults (18–85) in Southeastern Virginia (2016–2020), we found Mood Affective Disorders were most prevalent (41.66%), followed by Schizophrenia Spectrum and Other Psychotic Disorders. Females predominantly experienced mood disorders, with patient ages typically ranging from late thirties to mid-forties. Medicare coverage was notably high among schizophrenia patients, while emergency admissions and comorbidities significantly impacted total healthcare charges. Machine learning models, including gradient boosting, random forest, neural networks, logistic regression, and Naive Bayes, were validated through 100 repeated 5-fold cross-validations. …

Delayed Hypertension Diagnosis And Its Association With Cardiovascular Treatment And Outcomes, Yuan Lu, John E. Brush Jr, Chungsoo Kim, Yuntian Liu, Xin Xin, Chenxi Huang, Mitsuaki Sawano, Patrick Young, Jacob Mcpadden, Mark Anderson, John S. Burrows, Jordan R. Asher, Harlan M. Krumholz

Department of Medicine Faculty Publications

Importance Hypertension is a major risk factor for cardiovascular disease, yet delays in diagnosis may limit timely treatment initiation and increase cardiovascular risk.

Objectives To examine the timing of clinical hypertension diagnosis, its association with antihypertensive medication prescribing, and its association with long-term cardiovascular outcomes.

Design, Setting, and Participants This retrospective cohort study analyzed electronic health record (EHR) data from an integrated health care system. Adults aged 18 to 85 years with at least 2 outpatient blood pressure (BP) readings of 140/90 mm Hg or more recorded at least 30 days apart from January 1, 2010, to December 31, 2021, …

Predictive Equation Derived From 6,497 Doubly Labelled Water Measurements Enables The Detection Of Erroneous Self-Reported Energy Intake, Rania Bajunaid, Chaoqun Niu, Catherine Hambly, Zongfang Liu, Yosuke Yamada, Heliodoro Aleman-Mateo, Liam J Anderson, Lenore Arab, Issad Baddou, Linda Bandini, Kweku Bedu-Addo, Ellen E Blaak, Carlijn V C Bouten, Soren Brage, Maciej S Buchowski, Nancy F Butte, Stefan G J A Camps, Regina Casper, Graeme L Close, Jamie A Cooper, Richard Cooper, Sai Krupa Das, Peter S W Davies, Prasangi Dabare, Lara R Dugas, Simon Eaton, Ulf Ekelund, Sonja Entringer, Terrence Forrester, Barry W Fudge, Melanie Gillingham, Annelies H Goris, Michael Gurven, Asmaa El Hamdouchi, Hinke H Haisma, Daniel Hoffman, Marije B Hoos, Sumei Hu, Noorjehan Joonas, Annemiek M Joosen, Peter Katzmarzyk, Misaka Kimura, William E Kraus, Wantanee Kriengsinyos, Rebecca Kuriyan, Robert F Kushner, Estelle V Lambert, Pulani Lanerolle, Christel L Larsson, William R Leonard, Nader Lessan, Marie Löf, Corby K Martin, Eric Matsiko, Anine C Medin, James C Morehen, James P Morton, Aviva Must, Marian L Neuhouser, Theresa A Nicklas, Christine D Nyström, Robert M Ojiambo, Kirsi H Pietiläinen, Yannis P Pitsiladis, Jacob Plange-Rhule, Guy Plasqui, Ross L Prentice, Susan B Racette, David A Raichlen, Eric Ravussin, Leanne M Redman, John J Reilly, Rebecca Reynolds, Susan B Roberts, Dulani Samaranayakem, Luis B Sardinha, Analiza M Silva, Anders M Sjödin, Marina Stamatiou, Eric Stice, Samuel S Urlacher, Ludo M Van Etten, Edgar G A H Van Mil, George Wilson, Jack A Yanovski, Tsukasa Yoshida, Xueying Zhang, Alexia J Murphy-Alford, Srishti Sinha, Cornelia U Loechl, Amy H Luke, Herman Pontzer, Jennifer Rood, Hiroyuki Sagayama, Dale A Schoeller, Klaas R Westerterp, William W Wong, John R Speakman

Faculty, Staff and Students Publications

Nutritional epidemiology aims to link dietary exposures to chronic disease, but the instruments for evaluating dietary intake are inaccurate. One way to identify unreliable data and the sources of errors is to compare estimated intakes with the total energy expenditure (TEE). In this study, we used the International Atomic Energy Agency Doubly Labeled Water Database to derive a predictive equation for TEE using 6,497 measures of TEE in individuals aged 4 to 96 years. The resultant regression equation predicts expected TEE from easily acquired variables, such as body weight, age and sex, with 95% predictive limits that can be used …

Pathways From Socioeconomic Factors To Major Cardiovascular Events Among Postmenopausal Veteran And Nonveteran Women: Findings From The Women's Health Initiative, Hind A Beydoun, May A Beydoun, Rebecca L Kinney, Simin Liu, Rona Yu, Matthew Allison, Robert B Wallace, Qian Xiao, Longjian Liu, Philippe Gradidge, Su Yon Jung, Hilary A Tindle, Shawna Follis, Robert Brunner, Jack Tsai

Faculty, Staff and Student Publications

BACKGROUND: Cardiovascular disease (CVD) remains a leading cause of death for women in the United States, with veterans being at potentially higher risk than their nonveteran counterparts due to accelerated aging and distinct biopsychosocial mechanisms. We examined pathways between selected indicators of socioeconomic status (SES) such as education, occupation, household income, and neighborhood SES and major CVD events through lifestyle and health characteristics among veteran and nonveteran postmenopausal women.

METHODS AND RESULTS: A total of 121 286 study-eligible WHI (Women's Health Initiative) participants (3091 veterans and 118 195 nonveterans) were prospectively followed for an average of 17 years, during which …