Public Health Commons^™

Fakestack: Hierarchical Tri-Bert-Cnn-Lstm Stacked Model For Effective Fake News Detection, Ashfia Jannat Keya, Hasibul Hossain Shajeeb, Md Saifur Rahman, M F Mridha

Faculty, Staff and Student Publications

False news articles pose a serious challenge in today's information landscape, impacting public opinion and decision-making. Efforts to counter this issue have led to research in deep learning and machine learning methods. However, a gap exists in effectively using contextual cues and skip connections within models, limiting the development of comprehensive detection systems that harness contextual information and vital data propagation. Thus, we propose a model of deep learning, FakeStack, in order to identify bogus news accurately. The model combines the power of pre-trained Bidirectional Encoder Representation of Transformers (BERT) embeddings with a deep Convolutional Neural Network (CNN) having skip …

Automated Type 2 Diabetes Case And Control Identification From The Mimic-Iv Database, Wanheng Zhang, Tru Cao

Faculty, Staff and Student Publications

Phenotyping for Type 2 Diabetes (T2DM) is needed due to the increasing demand for T2DM research on electronic health records (EHRs). eMERGE is a reliable and interpretable rule-based algorithm for the identification of T2DM cases and controls in EHRs. MIMIC-IV, an extension of MIMIC-III, contains more than 520,000 hospital admissions and has become a valuable EHR database for secondary medical research. However, there was no prior work to extract T2DM cases and controls from MIMIC-IV, which requires a comprehensive knowledge of the database. Our work provided insight into the structure and data elements in MIMIC-IV and adapted eMERGE to accomplish …

Age And Sex-Specific Stroke Epidemiology In Covid-19, Youngran Kim, Maria A Parekh, Xiaojin Li, Yan Huang, Guo-Qiang Zhang, Bharti Manwani

Faculty, Staff and Student Publications

BACKGROUND: COVID-19 has emerged as an independent risk factor for stroke. We aimed to determine age and sex-specific stroke incidence and risk factors with COVID-19 in the US using a large electronic health record (EHR) that included both inpatients and outpatients.

METHODS: A retrospective cohort study was conducted using individual-level data from Optum

RESULTS: Of 387,330 COVID-19 patients, 2,752 patients (0.71%, 95% CI 0.68-0.74) developed stroke during the 180-day follow-up, AIS in 0.65% (95% CI 0.62-0.67), and ICH in 0.11% (95% CI 0.10-0.12). Of strokes among COVID-19 patients, 57% occurred within 3 days. Advanced age was associated with a substantially …

Proteomic Analysis Of Diabetes Genetic Risk Scores Identifies Complement C2 And Neuropilin-2 As Predictors Of Type 2 Diabetes: The Atherosclerosis Risk In Communities (Aric) Study, Brian T Steffen, Weihong Tang, Pamela L Lutsey, Ryan T Demmer, Elizabeth Selvin, Kunihiro Matsushita, Alanna C Morrison, Weihua Guan, Mary R Rooney, Faye L Norby, Nathan Pankratz, David Couper, James S Pankow

Faculty, Staff and Student Publications

AIMS/HYPOTHESIS: Genetic predisposition to type 2 diabetes is well-established, and genetic risk scores (GRS) have been developed that capture heritable liabilities for type 2 diabetes phenotypes. However, the proteins through which these genetic variants influence risk have not been thoroughly investigated. This study aimed to identify proteins and pathways through which type 2 diabetes risk variants may influence pathophysiology.

METHODS: Using a proteomics data-driven approach in a discovery sample of 7241 White participants in the Atherosclerosis Risk in Communities Study (ARIC) cohort and a replication sample of 1674 Black ARIC participants, we interrogated plasma levels of 4870 proteins and four …

Effect Of "Maccog" Tcm Tea On Improving Glucolipid Metabolism And Gut Microbiota In Patients With Type 2 Diabetes In Community, Biyue Hu, Tongtong Yin, Jiajia Zhang, Minjing Liu, Hang Yun, Jian Wang, Renmei Guo, Jie Huang, Yixia Zhou, Hongyan Meng, Li Wang

Faculty, Staff and Student Publications

OBJECTIVES: This work aimed to observe the effect of consuming Chinese herb tea on glucolipid metabolism and gut microbiota in patients with type 2 diabetes mellitus (T2DM).

METHODS: Ninety patients with T2DM were recruited from a community and randomly divided into the control group (CG) and intervention group (IG). CG maintained conventional treatment and lifestyle, and IG accepted additional "maccog" traditional Chinese medicine (TCM) tea (mulberry leaf, radix astragali, corn stigma, cortex lycii, radix ophiopogonis, and gynostemma) for 12 weeks. Glucolipid metabolism, hepatorenal function, and gut microbiota were then measured.

RESULTS: After the intervention, the decreases in fasting plasma glucose …

Post-Acute Sequelae Of Covid-19 And Longitudinal Antibody Levels In A Community-Based Cohort, Noa Kopplin, Angie Garcia, Annika Reczek, Kate Wilkinson, Sruthi Yekkaluri, Caitlin C Murphy, Jasmin Tiro, Alagar R Muthukumar, Andrew Masica, Amit G Singal

Faculty, Staff and Student Publications

BACKGROUND: Coronavirus disease 2019 (COVID-19) infection invokes variable immune responses and poses a risk of post-acute sequelae SARS-CoV-2 infection (PASC) symptoms; however, most data on natural history are derived from patients with severe infection. Further data are needed among patients with mild infection, who comprise most cases.

METHODS: The Dallas Fort-Worth (DFW) COVID-19 Prevalence Study included 21,597 community-dwelling adults (ages 18-89) who underwent COVID-19 PCR and anti-nucleocapsid antibody testing between July 2020 and March 2021. We invited participants with positive COVID-19 results (cases) and a subset with negative results (controls), matched on age, sex, race/ethnicity, and ZIP code, to complete …

Do Breast Cancer Survivors With A Recent History Of Clinical Depression Report Worse Experiences With Care? A Retrospective Cohort Study Using Seer-Cahps Data, Mariana Arevalo, Trevor A Pickering, Sally W Vernon, Kayo Fujimoto, Melissa F Peskin, Albert J Farias

Faculty, Staff and Student Publications

PURPOSE: We examined whether breast cancer survivors' experiences with care differed by a recent history of clinical depression, and whether associations differed by race/ethnicity.

METHODS: Using the Epidemiology and End Results-Consumer Assessment of Healthcare Providers and Systems (SEER-CAHPS) dataset, we analyzed records of breast cancer survivors who completed a survey at least 12 months after their cancer diagnosis. We assessed clinical depression 12 months prior to survey completion using Medicare claims. We used separate multivariable logistic regressions to examine the associations between depression and excellent (vs. less than excellent) ratings of experiences with care (i.e., doctor communication, getting needed care, …

Application Of Implementation Mapping To Develop Strategies For Integrating The National Diabetes Prevention Program Into Primary Care Clinics, William B Perkison, Serena A Rodriguez, Fernanda Velasco-Huerta, Patenne D Mathews, Catherine Pulicken, Sidra S Beg, Natalia I Heredia, Pierre Fwelo, Grace E White, Belinda M Reininger, John W Mcwhorter, Roshanda Chenier, Maria E Fernandez

Faculty, Staff and Student Publications

BACKGROUND: Diabetes is considered one of the most prevalent and preventable chronic health conditions in the United States. Research has shown that evidence-based prevention measures and lifestyle changes can help lower the risk of developing diabetes. The National Diabetes Prevention Program (National DPP) is an evidence-based program recognized by the Centers for Disease Control and Prevention; it is designed to reduce diabetes risk through intensive group counseling in nutrition, physical activity, and behavioral management. Factors known to influence this program's implementation, especially in primary care settings, have included limited awareness of the program, lack of standard clinical processes to facilitate …

Understanding The Influence Of Atomizing Power On Electronic Cigarette Aerosol Size And Inhalation Dose Estimation, Jinho Lee, Wei-Chung Su, Inkyu Han

Faculty, Staff and Student Publications

Although many studies have estimated the inhalation dose of aerosols emitted from electronic cigarettes (e-cigs), the association between the atomizing power and inhalation dose of e-cig aerosols has not been fully examined. The aim of this study was to determine the mass and inhalation doses of e-cig aerosols and their association with the atomizing power of vaping devices. Size-segregated aerosol masses were collected using an 11-stage cascade impactor and the deposition dose in the human respiratory tract was estimated using the size-segregated aerosol mass. The results showed that an increase in atomizing power was positively associated with the amount of …

An Open-Source System For Efficient Clinical Trial Support: The Comet Study Experience, Jonathan Clutton, Robert Neal Montgomery, Dinesh Pal Mudaranthakam, Erin M Blocker, Ashley R Shaw, Amanda N Szabo Reed, Eric D Vidoni

Faculty, Staff and Student Publications

Exercise clinical trials are complex, logistically burdensome, and require a well-coordinated multi-disciplinary approach. Challenges include managing, curating, and reporting on many disparate information sources, while remaining responsive to a variety of stakeholders. The Combined Exercise Trial (COMET, NCT04848038) is a one-year comparison of three exercise modalities delivered in the community. Target enrollment is 280 individuals over 4 years. To support rigorous execution of COMET, the study team has developed a suite of scripts and dashboards to assist study stakeholders in each of their various functions. The result is a highly automated study system that preserves rigor, increases communication, and reduces …

Reimbursement For Hpv Vaccine Cost In The Private Sector: A Comparison Across Specialties, Yenan Zhu, Yueh-Yun Lin, Ruosha Li, Cara He, David R Lairson, Ashish A Deshmukh, Kalyani Sonawane

Faculty, Staff and Student Publications

The human papillomavirus (HPV) vaccine is the most expensive of all routinely recommended pediatric vaccines. Adequate cost reimbursement by 3rd-party payers is a critical enabling factor for clinicians to continue offering vaccines. This study found that net returns from HPV vaccine cost reimbursements are lowest for family physicians ($0.34/dose) and highest for pediatricians ($5.08/dose). Furthermore, a $1 increment in return was associated with an increase in HPV vaccine doses administered (highest for family physicians; 0.08% per dollar). Reimbursement for HPV vaccine costs by private payers is adequate; however, return margins are small for non-pediatric specialties.

Survival Of Cancer Survivors With A New Pancreatic Cancer Diagnosis, Sandi L Pruitt, Anna Tavakkoli, Hong Zhu, Daniel F Heitjan, David E Gerber, Amit G Singal, Ethan A Halm, Muhammad Shaalan Beg, Bhumika Maddineni, Ankit J Kansagra, Caitlin C Murphy

Faculty, Staff and Student Publications

BACKGROUND: Persons newly diagnosed with pancreas cancer and who have survived a previous cancer are often excluded from clinical trials, despite limited evidence about their prognosis. We examined the association between previous cancer and overall survival.

METHODS: This US population-based cohort study included older adults (aged ≥66 years) diagnosed with pancreas cancer between 2005 and 2015 in the linked Surveillance, Epidemiology, and End Results-Medicare data. We used Cox proportional hazards models to estimate stage-specific effects of previous cancer on overall survival, adjusting for sociodemographic, treatment, and tumor characteristics.

RESULTS: Of 32,783 patients, 18.7% were previously diagnosed with another cancer. The …

Designing And Pilot-Testing Smokefreesgm: A Text-Based Smoking Cessation Intervention For Sexual And Gender Minority Groups, Rebecca Klaff, Samuel Tundealao, Brittany Krenek, Irene Tamí-Maury

Faculty, Staff and Student Publications

BACKGROUND: Although the prevalence of smoking is significantly higher among sexual and gender minorities (SGM) than the general population, no text-based smoking cessation intervention has been specifically tailored to this group. The objective of this phase of our study was to develop SmokefreeSGM, an SGM-tailored text-based smoking cessation program, and pilot test its design to inform the refinement of the program.

METHODS: SmokefreeSGM was adapted from SmokefreeTXT, the National Cancer Institute's text-based smoking cessation program, to respond to the needs of SGM smokers. In addition to tailored text messages, SmokefreeSGM includes a new keyword, STRESS, to address the unique psychosocial …

Plasma Protein Biomarkers Of Healthy Dietary Patterns: Results From The Atherosclerosis Risk In Communities Study And The Framingham Heart Study, Shutong Du, Jingsha Chen, Hyunju Kim, Maura E Walker, Alice H Lichtenstein, Nilanjan Chatterjee, Peter Ganz, Bing Yu, Ramachandran S Vasan, Josef Coresh, Casey M Rebholz

Faculty, Staff and Student Publications

Background: Molecular mechanisms underlying the benefits of healthy dietary patterns are poorly understood. Identifying protein biomarkers of dietary patterns can contribute to characterizing biological pathways influenced by food intake.

Objectives: This study aimed to identify protein biomarkers associated with four indexes of healthy dietary patterns: Healthy Eating Index-2015 (HEI-2015); Alternative Healthy Eating Index-2010 (AHEI-2010); DASH diet; and alternate Mediterranean Diet (aMED).

Methods: Analyses were conducted on 10,490 Black and White men and women aged 49-73 y from the ARIC study at visit 3 (1993-1995). Dietary intake data were collected using a food frequency questionnaire, and plasma proteins were quantified using …

Association Of The Gut Microbiome With Kidney Function And Damage In The Hispanic Community Health Study/Study Of Latinos (Hchs/Sol), Brandilyn A Peters, Qibin Qi, Mykhaylo Usyk, Martha L Daviglus, Jianwen Cai, Nora Franceschini, James P Lash, Marc D Gellman, Bing Yu, Eric Boerwinkle, Rob Knight, Robert D Burk, Robert C Kaplan

Faculty, Staff and Student Publications

BACKGROUND: The gut microbiome is altered in chronic kidney disease (CKD), potentially contributing to CKD progression and co-morbidities, but population-based studies of the gut microbiome across a wide range of kidney function and damage are lacking.

METHODS: In the Hispanic Community Health Study/Study of Latinos, gut microbiome was assessed by shotgun sequencing of stool (

RESULTS: Higher eGFR was associated with overall gut microbiome composition, greater abundance of species from Prevotella, Faecalibacterium, Roseburia, and Eubacterium, and microbial functions related to synthesis of long-chain fatty acids and carbamoyl-phosphate. Higher UAC ratio and CKD were related to lower gut microbiome diversity and …

Application Of Implementation Mapping To Develop Strategies For Integrating The National Diabetes Prevention Program Into Primary Care Clinics, William B Perkison, Serena A Rodriguez, Fernanda Velasco-Huerta, Patenne D Mathews, Catherine Pulicken, Sidra S Beg, Natalia I Heredia, Pierre Fwelo, Grace E White, Belinda M Reininger, John W Mcwhorter, Roshanda Chenier, Maria E Fernandez

Faculty, Staff and Student Publications

BACKGROUND: Diabetes is considered one of the most prevalent and preventable chronic health conditions in the United States. Research has shown that evidence-based prevention measures and lifestyle changes can help lower the risk of developing diabetes. The National Diabetes Prevention Program (National DPP) is an evidence-based program recognized by the Centers for Disease Control and Prevention; it is designed to reduce diabetes risk through intensive group counseling in nutrition, physical activity, and behavioral management. Factors known to influence this program's implementation, especially in primary care settings, have included limited awareness of the program, lack of standard clinical processes to facilitate …

Susceptible Windows Of Exposure To Fine Particulate Matter And Fetal Growth Trajectories In The Spanish Inma (Infancia Y Medio Ambiente) Birth Cohort, Wei-Jen Chen, Alison M Rector, Monica Guxens, Carmen Iniguez, Michael D Swartz, Elaine Symanski, Jesús Ibarluzea, Albert Ambros, Marisa Estarlich, Aitana Lertxundi, Isolina Riano-Galán, Jordi Sunyer, Ana Fernandez-Somoano, Suneet P Chauhan, Jennifer Ish, Kristina W Whitworth

Faculty, Staff and Student Publications

While prior studies report associations between fine particulate matter (PM

Factors Associated With Hiv Testing And Treatment Among Young Black Msm And Trans Women In Three Jail Systems, Nicholas Antos, Rey Flores, Nina Harawa, Natascha Del Vecchio, Rodal Issema, Kayo Fujimoto, Aditya S Khanna, Angela Di Paola, John A Schneider, Anna L Hotton

Faculty, Staff and Student Publications

Black men who have sex with men (BMSM) and transgender women (BTW) are disproportionately affected by incarceration and HIV. We assessed factors associated with HIV testing and viral suppression among 176 incarcerated BMSM and BTW in Chicago, IL; Los Angeles, CA; and Houston, TX. In multivariable logistic regression, having a sexual orientation of bisexual, heterosexual, or other vs. gay or same-gender loving was associated with higher odds of testing in custody (aOR 8.97; 95% CI 1.95 - 41.24). Binge drinking (aOR 0.19; 95% CI 0.04 - 0.92) and being unemployed prior to incarceration (aOR 0.03; 95% CI 0.00 - 0.23) …

Examining Neighborhood-Level Hot And Cold Spots Of Food Insecurity In Relation To Social Vulnerability In Houston, Texas, Ryan Ramphul, Linda Highfield, Shreela Sharma

Faculty, Staff and Student Publications

Food insecurity is prevalent and associated with poor health outcomes, but little is known about its geographical nature. The aim of this study is to utilize geospatial modeling of individual-level food insecurity screening data ascertained in health care settings to test for neighborhood hot and cold spots of food insecurity in a large metropolitan area, and then compare these hot spot neighborhoods to cold spot neighborhoods in terms of the CDC's Social Vulnerability Index. In this cross-sectional secondary data analysis, we geocoded the home addresses of 6,749 unique participants screened for food insecurity at health care locations participating in CMS's …

Age-Induced Changes In Anti-Tumor Immunity Alter The Tumor Immune Infiltrate And Impact Response To Immuno-Oncology Treatments, Suzanne I Sitnikova, Jennifer A Walker, Laura B Prickett, Michelle Morrow, Viia E Valge-Archer, Matthew J Robinson, Robert W Wilkinson, Simon J Dovedi

Faculty, Staff and Student Publications

INTRODUCTION: Immuno-oncology (IO) research relies heavily on murine syngeneic tumor models. However, whilst the average age for a cancer diagnosis is 60 years or older, for practical purposes the majority of preclinical studies are conducted in young mice, despite the fact that ageing has been shown to have a significant impact on the immune response.

METHODS: Using aged (60-72 weeks old) mice bearing CT26 tumors, we investigated the impact of ageing on tumor growth as well as the immune composition of the tumor and peripheral lymphoid organs.

RESULTS: We found many differences in the immune cell composition of both the …

The Wennberg Anthology, John E. Wennberg

Dartmouth Scholarship

In 1967, after finishing my postgraduate training at Johns Hopkins in internal medicine and epidemiology, I took a job at the University of Vermont in Burlington as Director of the Northern New England Regional Medical Program (RMP). The Vermont program was one of some fifty RMPs that blanketed the country as part of President Johnson’s Great Society program. The idea behind the RMP was that advances in biomedicine had so improved the outcomes of major killer diseases that it was critical to ensure that all Americans, not just those fortunate enough to live near an academic medical center, had access …

The Impact Of Potable Water Salinity On Human Health, Raafat Mandour

Mansoura Veterinary Medical Journal

Objective: This study aimed to determine the relationship between salinity of drinking water and the formation of urinary stones. Compared with neighboring areas, the prevalence of urinary stones in the Aga area selected from the southern Dakahlia Governorate is significantly higher.

Materials and methods: A total of 87 volunteers were recruited between April 2019 and April 2020. Drinking water samples were collected from water sources used by clinically identified patients with urinary calculi and healthy people. The concentrations of the major and minor ions in the water samples were determined using other hydrochemical parameters.

Results: Water quality parameters in the …

Impactos Do Trabalho Em Hospitais Públicos, Lorena Em Fernandes, Carlos Eduardo Siqueira, Gabriella Barreto Soares, Francis Sodré

Gastón Institute Publications

This paper shows the result of a qualitative pilot study carried out with workers from public hospitals managed by private institutions, whose objective was to identify and analyze the main impacts of work on health professionals in these institutions, known as Social Health Organizations. The survey occurred in Espírito Santo, Brazil, in 2019. Workers who have a job in at least one of the participating institutions were individually interviewed. The analysis was based on grounded theory techniques, carried out with careful coding and comparative methodology, resulting in four empirical categories: “Admission”; “People management”; “Management and quality”; and “Health and quality …

A Midwestern United States Latino Study Of Sexual Behaviors Among Latino Adolescents, Astrid Alejandra Cartagena Cabrera

Walden Dissertations and Doctoral Studies

Increasing rates of adolescent unwanted pregnancies can be detrimental to families and the health of the infant. Rates of teen pregnancy among Blacks, Whites, Asians, and other races has decreased; however, the Latino population has not seen similar declining numbers. The Hispanic population currently has the highest rate of teen pregnancy that continues to increase in comparison to any other racial–ethnic group. In this study involving data from the Youth Risk Behavioral Surveillance System, a sample of 17,303 was used. Chi-square analyses and descriptive frequencies were used to identify associations between teen pregnancy and sexual behaviors; and how existing programs …

Association Of Income, Education, Employment And Covid-19 Mortality In Brazil, Marcelina Machado

Walden Dissertations and Doctoral Studies

The increased mortality rates from COVID-19 in Brazil have adversely affectedvulnerable populations and placed a severe burden on its public health system as compared to other nations. Focusing on socioeconomic status as a risk factor in this retrospective cohort study, I investigated the association between Brazilian COVID-19 mortality rate, income, school enrollment rate, and employment rate after controlling for the demographics and immunization rate. This is an important issue as an increase in incidence and mortality rates affects how governmental and public health leaders can effectively control and prevent disease spread. Using the fundamental causes of disease theory as the …

Jiann-Ping Hsu College Of Public Health Magazine, Georgia Southern University

College of Public Health: News & Publications

• Message from the Dean: Stuart H. Tedders, PhD
• Remembering Dr. Evans Afriyie-Gyawu
• Exploring Research Focus Areas
• Alumni Feature: Overcoming Hurdles
• Research Feature: It's a weighted issue.
• Research Feature: The effectiveness of lactation cookies
• Period Equity Movement Earns National Recognition
• Leaving Her Mark
• Georgia on Our Mind
• Center for Addiction Recovery: Transforming Lives through Comprehensive Support
• Center for Public Health Practice and Research: The LEAD Academy: A Hospital Leadership Training Program
• Office of Practice and Research: Continued Engagement in Practice and Research
• Office of Teaching and Learning
• Office of Health Equity and Community: Engagement Continued Engagement in Practice and Research
• Awards, …

Alpha-Gal Syndrome: The End Of Red Meat Consumption?, Checkwube Obianyo, Marina Eremeeva

Eagles Talking About the Public’s Health

No abstract provided.

How Racial Trauma Manifests In Black Women From Direct And Indirect Encounters With Police Brutality, Ashley Turner

Antioch University Dissertations & Theses

This phenomenological study explored Black women’s lived experiences with racial trauma stemming from direct and indirect encounters with police brutality. A total of nine participants living in Washington state participated in this study. They identified as Black, ciswomen, fluent in English, and at least 21-years-old. In-depth, semi-structured, qualitative interviews were conducted to explore participants’ experiences with police. Transcripts were analyzed using interpretative phenomenological analysis. The results consisted of the following five themes: (a) forms of police encounters, (b) influence of identity, (c) perceived reason for police brutality, (d) emotions stemming from police brutality, and (e) tactics to survive police interactions. …

Forest Bathing Increases Adolescent Mental Well-Being And Connection To Nature: A Transformative Mixed Methods Study, Jennifer Keller

Antioch University Dissertations & Theses

Previous research has demonstrated that practicing forest bathing has significant positive effects on well-being. However, few studies have investigated whether forest bathing increases adolescent well-being despite the growing adolescent mental health crisis in the United States. Similarly, few studies have explored forest bathing’s impacts on connectedness to nature. Considering the ongoing environmental crisis, determining if forest bathing increases connectedness to nature is a critical expansion of forest bathing research, as connectedness to nature is linked to environmental care and concern. This study investigated the possibility that forest bathing, a nature-based mindfulness practice, could increase adolescent mental well-being and connectedness to …

South-Eastern Provider Knowledge Gaps In Rabies Education, Management, And Treatment, Joseph A. Addison, Jeffrey Alexander

Georgia Public Health Association Annual Meeting & Conference

Abstract:

Background. In the United States, when an individual is bitten by an animal there are many levels of care they may seek, including seeing their primary care provider, an urgent care provider, or by going to an emergency room. In any of these settings, it is not unlikely that they may be treated by an advanced practice practitioner (APP). Due to rabies being nearly 100% fatal once symptoms have manifested, it is important to understand the knowledge that APPs have concerning rabies.

Methods. A survey was conducted from April 2022 to August 2022 which evaluated APPs knowledge of rabies …