Digital Commons Network^™

The Influence Of Home Versus Clinic Anal Human Papillomavirus Sampling On High-Resolution Anoscopy Uptake In The Prevent Anal Cancer Self-Swab Study, Jenna Nitkowski, Timothy J Ridolfi, Sarah J Lundeen, Anna R Giuliano, Elizabeth Y Chiao, Maria E Fernandez, Vanessa Schick, Jennifer S Smith, Bridgett Brzezinski, Alan G Nyitray

Faculty, Staff and Student Publications

Background Anal cancer disproportionately affects sexual and gender minority individuals living with HIV. High-resolution anoscopy (HRA) is an in-clinic procedure to detect precancerous anal lesions and cancer, yet prospective data on factors associated with HRA attendance are lacking. We examined whether anal HPV sampling at home versus in a clinic impacts HRA uptake and assessed HRA acceptability. Methods Sexual and gender minority individuals were randomised to home-based self-sampling or clinical sampling. All were asked to attend in-clinic HRA 1year later. We regressed HRA attendance on study arm using multivariable Poisson regression and assessed HRA acceptability using χ 2 tests. Results …

Differential Effects Of Type 2 Diabetes Treatment Regimens On Diabetes Distress And Depressive Symptoms In The Glycemia Reduction Approaches In Diabetes: A Comparative Effectiveness Study (Grade), Jeffrey S Gonzalez, Ionut Bebu, Heidi Krause-Steinrauf, Claire J Hoogendoorn, Gladys Crespo-Ramos, Caroline Presley, Aanand D Naik, Shihchen Kuo, Mary L Johnson, Deborah Wexler, Jill P Crandall, Anne E Bantle, Valerie Arends, Andrea L Cherrington

Faculty, Staff and Student Publications

Objective: We evaluated whether adding basal insulin to metformin in adults with early type 2 diabetes mellitus (T2DM) would increase emotional distress relative to other treatments.

Research design and methods: The Glycemia Reduction Approaches in Diabetes: A Comparative Effectiveness Study (GRADE) of adults with T2DM of < 10 years' duration, HbA1c 6.8-8.5%, and taking metformin monotherapy randomly assigned participants to add insulin glargine U-100, sulfonylurea glimepiride, the glucagon-like peptide-1 receptor agonist liraglutide, or the dipeptidyl peptidase 4 inhibitor sitagliptin. The Emotional Distress Substudy enrolled 1,739 GRADE participants (mean [SD] age 58.0 [10.2] years, 32% female, 56% non-Hispanic White, 18% non-Hispanic Black, 17% Hispanic) and assessed diabetes distress and depressive symptoms every 6 months. Analyses examined differences at 1 year and over the 3-year follow-up.

Results: Across treatments, diabetes distress (-0.24, P < 0.0001) and depressive symptoms (-0.67, P < 0.0001) decreased over 1 year. Diabetes distress was lower at 1 year for the glargine group than for the other groups combined (-0.10, P = 0.002). Diabetes distress was also lower for liraglutide than for glimepiride or sitagliptin (-0.10, P = 0.008). Over the 3-year follow-up, there were no significant group differences in total diabetes distress; interpersonal diabetes distress remained lower for those assigned to liraglutide. No significant differences were observed for depressive symptoms.

Conclusions: Contrary to expectations, this randomized trial found no evidence for a deleterious effect of basal insulin on emotional distress. Glargine lowered diabetes distress modestly at 1 year rather than increasing it. Liraglutide also reduced diabetes distress at 1 year. Results can inform treatment decisions for adults …

Does Emotional Distress Predict Worse Glycemic Control Over Time? Results From The Glycemia Reduction Approaches In Diabetes: A Comparative Effectiveness Study (Grade), Andrea L Cherrington, Ionut Bebu, Heidi Krause-Steinrauf, Claire J Hoogendoorn, Gladys Crespo-Ramos, Caroline Presley, Aanand D Naik, Ashok Balasubramanyam, Michaela R Gramzinski, Tina Killean, Valerie L Arends, Jeffrey S Gonzalez

Faculty, Staff and Student Publications

Objective: To evaluate whether baseline levels of depressive symptoms and diabetes-specific distress are associated with glycemic control in Glycemia Reduction Approaches in Diabetes: A Comparative Effectiveness Study (GRADE), a large randomized controlled trial comparing the metabolic effects of four common glucose-lowering medications when combined with metformin in individuals with type 2 diabetes mellitus (T2DM).

Research design and methods: The primary and secondary outcomes were defined as an HbA1c value ≥7%, subsequently confirmed, and an HbA1c value >7.5%, subsequently confirmed, respectively. Separate Cox proportional hazards models assessed the association between baseline levels of each exposure of interest (depressive symptoms measured with …

Emotional Distress Predicts Reduced Type 2 Diabetes Treatment Adherence In The Glycemia Reduction Approaches In Diabetes: A Comparative Effectiveness Study (Grade), Claire J Hoogendoorn, Heidi Krause-Steinrauf, Diane Uschner, Hui Wen, Caroline A Presley, Elizabeth A Legowski, Aanand D Naik, Sherita Hill Golden, Valerie L Arends, Janet Brown-Friday, Jonathan A Krakoff, Colleen E Suratt, Andrea H Waltje, Andrea L Cherrington, Jeffrey S Gonzalez

Faculty, Staff and Student Publications

Objective: We examined longitudinal associations between emotional distress (specifically, depressive symptoms and diabetes distress) and medication adherence in Glycemia Reduction Approaches in Diabetes: A Comparative Effectiveness Study (GRADE), a large randomized controlled trial comparing four glucose-lowering medications added to metformin in adults with relatively recent-onset type 2 diabetes mellitus (T2DM).

Research design and methods: The Emotional Distress Substudy assessed medication adherence, depressive symptoms, and diabetes distress in 1,739 GRADE participants via self-completed questionnaires administered biannually up to 3 years. We examined baseline depressive symptoms and diabetes distress as predictors of medication adherence over 36 months. Bidirectional visit-to-visit relationships were also …

Concordance Of Human Papillomavirus Genotypes In Mailed Home-Based Self-Collected Versus Clinician-Collected Anal Swabs Among Sexual And Gender Minority Individuals, Jenna Nitkowski, Anna R Giuliano, Tim Ridolfi, Elizabeth Chiao, Maria E Fernandez, Vanessa Schick, Michael D Swartz, Jennifer S Smith, Alan G Nyitray

Faculty, Staff and Student Publications

Background: Home-based self-sampling may be a viable option for anal cancer screening among sexual minority men (SMM). Yet limited research has compared home-based self-collected with clinician-collected anal swabs for human papillomavirus (HPV) genotyping.

Methods: The Prevent Anal Cancer Self-Swab Study recruited SMM and transgender persons 25 years and over in Milwaukee, WI to participate in an anal cancer screening study. Participants were randomized to a home or clinic arm. Home-based participants were mailed an anal self-sampling kit to complete and return via postal mail. They were also asked to attend a clinic appointment where a clinician collected an anal swab. …

Transitioning From An In-Person Intervention To Augmented Text Messaging During Covid-19 In Mexican Americans With Prediabetes: The Starr County Diabetes Prevention Randomized Clinical Trial, Sharon A Brown, Mary A Winter, Heather A Becker, Alexandra A García, Mary M Velasquez, Hirofumi Tanaka, William B Perkison, Eric L Brown, David Aguilar, Craig L Hanis

Faculty, Staff and Student Publications

PURPOSE: The purpose of the study was to explore the feasibility of using commonly available technology, such as text messaging, for diabetes prevention in rural Mexican American communities during COVID-19.

METHODS: Participants were selected from a diabetes prevention study funded by the National Institutes of Health that, prior to COVID-19, involved in-person group intervention sessions. Participants were predominantly female adults born in Mexico and Spanish-speaking. A subsample (n = 140) was divided into 3 cohorts: (1) 50 who completed the initial in-person intervention prior to the COVID-19 research pause, (2) 60 who needed additional support sessions to complete the intervention …

Maintaining Program Fidelity In A Changing World: National Implementation Of A School-Based Hiv Prevention Program, Elizabeth Schieber, Lynette Deveaux, Lesley Cotrell, Xiaoming Li, Stephenie C Lemon, Arlene S Ash, Karen Macdonell, Samiran Ghosh, Maxwell Poitier, Glenda Rolle, Sylvie Naar, Bo Wang

Faculty, Staff and Student Publications

Large-scale, evidence-based interventions face challenges to program fidelity of implementation. We developed implementation strategies to support teachers implementing an evidence-based HIV prevention program in schools, Focus on Youth in The Caribbean (FOYC) and Caribbean Informed Parents and Children Together (CImPACT) in The Bahamas. We examined the effects of these implementation strategies on teachers' implementation in the subsequent year after the initial implementation during the COVID-19 pandemic. Data were collected from 79 Grade 6 teachers in 24 government elementary schools. Teachers completed training workshops and a pre-implementation questionnaire to record their characteristics and perceptions that might affect their program fidelity. School …

A Multitrait Genetic Study Of Hemostatic Factors And Hemorrhagic Transformation After Stroke Treatment, Cristina Gallego-Fabrega, Gerard Temprano-Sagrera, Jara Cárcel-Márquez, Elena Muiño, Natalia Cullell, Miquel Lledós, Laia Llucià-Carol, Jesús M Martin-Campos, Tomás Sobrino, José Castillo, Mònica Millán, Lucía Muñoz-Narbona, Elena López-Cancio, Marc Ribó, Jose Alvarez-Sabin, Jordi Jiménez-Conde, Jaume Roquer, Silvia Tur, Victor Obach, Juan F Arenillas, Tomas Segura, Gemma Serrano-Heras, Joan Marti-Fabregas, Marimar Freijo-Guerrero, Francisco Moniche, Maria Del Mar Castellanos, Alanna C Morrison, Nicholas L Smith, Paul S De Vries, Israel Fernández-Cadenas, Maria Sabater-Lleal

Faculty, Staff and Student Publications

BACKGROUND: Thrombolytic recombinant tissue plasminogen activator (r-tPA) treatment is the only pharmacologic intervention available in the ischemic stroke acute phase. This treatment is associated with an increased risk of intracerebral hemorrhages, known as hemorrhagic transformations (HTs), which worsen the patient's prognosis.

OBJECTIVES: to investigate the association between genetically determined natural hemostatic factors' levels and increased risk of HT after r-tPA treatment.

METHODS: Using data from genome-wide association studies on the risk of HT after r-tPA treatment and data on 7 hemostatic factors (factor [F]VII, FVIII, von Willebrand factor [VWF], FXI, fibrinogen, plasminogen activator inhibitor-1, and tissue plasminogen activator), we performed …

The Peer To Career Pipeline: An Observational Study Of Peer Worker Trainee Characteristics And Training Completion Likelihood, Sierra Castedo De Martell, J Michael Wilkerson, Jason Howell, H Shelton Brown, Nalini Ranjit, Lori Holleran Steiker, Sheryl A Mccurdy

Faculty, Staff and Student Publications

Introduction: Peer recovery support services (PRSS) for substance use disorder (SUD) are a flexible and evidence-based intervention employed across multiple settings and for a variety of populations. These services have expanded over the past two decades, but there is little research on recruitment and training of prospective peer workers - the peer to career pipeline. This study observed training outcomes for applicants to a peer worker scholarship program in Texas.

Methods: A total of 448 participants provided baseline personal history information, and a subset of participants (n = 239) completed optional psychosocial surveys. Logistic regression analysis tested associations of personal …

Adsorbents From Rice Husk And Shrimp Shell For Effective Removal Of Heavy Metals And Reactive Dyes In Water, Md Ibrahim H Mondal, Shovra Chandra Chakraborty, Md Saifur Rahman, Shaik Merkatur Hakim Marjuban, Firoz Ahmed, John L Zhou, Mohammad Boshir Ahmed, Masoumeh Zargar

Faculty, Staff and Student Publications

Widespread contamination by heavy metals (HMs) and dyes poses a major health risk to people and ecosystems requiring effective treatment. In this work, rice husk (RH) and shrimp shells were extracted to obtain amorphous silica and chitosan, respectively, which were utilized to produce nano-chitosan-coated silica (NCCS). To ensure the stability of the nanoparticles, silica was freeze-dried after being coated with nano-chitosan. Functional groups (-NH

Design, Protocol And Baseline Data Of Nurturing Healthy Teachers, A Cluster Non-Randomized Controlled Trial To Improve The Health, Well-Being, And Food Security Of Preschool And Elementary School Teachers In Houston, Texas, Shreela V Sharma, Mackenzie Senn, Angela Zieba, Miao Tang, Ru-Jye Chuang, Courtney Byrd-Williams, Mike Pomeroy, Azar Gaminian, Jill Cox, Katherine French, Nalini Ranjit

Faculty, Staff and Student Publications

BACKGROUND: We present the conceptual framework, design, and study measures of Nurturing Healthy Teachers, a quasi-experimental study to examine the short- and long-term effectiveness of the Nurturing Healthy Teachers (NHT) nutrition intervention on food insecurity, dietary behaviors, mental health and cardiometabolic health among preschool and elementary school teachers.

METHODS: A convenience sample of 28 elementary schools with pre-kindergarten and elementary classrooms were recruited in Houston, Texas. Nurturing Healthy Teacher intervention includes Brighter Bites, an evidence-based coordinated school health program that combines access to fresh produce and nutrition education, and Create Healthy Futures, a web-based nutrition education program that targets nutrition …

Serum Metabolomic Markers Of Protein-Rich Foods And Incident Ckd: Results From The Atherosclerosis Risk In Communities Study, Lauren Bernard, Jingsha Chen, Hyunju Kim, Kari E Wong, Lyn M Steffen, Bing Yu, Eric Boerwinkle, Andrew S Levey, Morgan E Grams, Eugene P Rhee, Casey M Rebholz

Faculty, Staff and Student Publications

RATIONALE & OBJECTIVE: While urine excretion of nitrogen estimates the total protein intake, biomarkers of specific dietary protein sources have been sparsely studied. Using untargeted metabolomics, this study aimed to identify serum metabolomic markers of 6 protein-rich foods and to examine whether dietary protein-related metabolites are associated with incident chronic kidney disease (CKD).

STUDY DESIGN: Prospective cohort study.

SETTING & PARTICIPANTS: A total of 3,726 participants from the Atherosclerosis Risk in Communities study without CKD at baseline.

EXPOSURES: Dietary intake of 6 protein-rich foods (fish, nuts, legumes, red and processed meat, eggs, and poultry), serum metabolites.

OUTCOMES: Incident CKD (estimated …

A Latter-Day Disease: Mormons And Cholera In The Nineteenth Century, Alexandra L. Wein

Student Publications

Nineteenth-century America saw the emergence of two seemingly parallel entities - the epidemic disease of cholera and the Church of Jesus Christ of Latter-day Saints, better known as the Mormon faith. To understand the intersection of Mormons and cholera, one must look within the interdisciplinary framework of Civil War-era history, religion, and epidemiology. Cholera epidemics in 1832 and 1849 coincided with the mass Mormon migration west, causing great suffering and death for Mormons traveling by land and sea. While their westward exodus exposed them to cholera, their religious teachings also contributed to why they contracted the disease. The Word of …

The Mda’S Michigan Donated Dental Services (Dds) Program: How To Serve The Elderly And Disabled In Your Community And Build Your Team (Without Leaving Your Office!), April Stopczynski

The Journal of the Michigan Dental Association

April Stopczynski, MDA Manager of Access and Prevention, sheds light on the Michigan Donated Dental Services (DDS) program, elucidating its impact on individuals through poignant patient narratives and dentist testimonials. The article illustrates how DDS bridges the gap in dental care for the elderly, disabled, and financially compromised individuals in Michigan. The program not only restores smiles but also transforms lives by providing much-needed dental treatment through volunteer dentists and labs. This article presents the value of DDS for patients, providers, dental team members and the greater community. Information is provided on how to participate in this transformative program.

A Scoping Review On Racial Disparities In South Carolina’S Opioid Epidemic, Jake D'Alto

Senior Theses

This thesis examines racial disparities in opioid-related outcomes within South Carolina, highlighting the disproportionate impact of the opioid epidemic on minority communities. Using a comprehensive literature review methodology, the study analyzes the intersection of race, socioeconomic status, and systemic factors that contribute to heightened risks of opioid misuse and overdose among African American populations. The paper identifies key factors such as poverty, incarceration rates, and limited access to healthcare that exacerbate the opioid crisis in these communities. Additionally, it evaluates the effectiveness of current public health responses and legislative measures in addressing these disparities. The research proposes several actionable interventions, …

Abatacept Pharmacokinetics And Exposure Response In Patients Hospitalized With Covid-19, Stephen J Balevic, Daniel K Benjamin, William G Powderly, P Brian Smith, Daniel Gonzalez, Matthew W Mccarthy, Linda K Shaw, Christopher J Lindsell, Sam Bozzette, Daphne Williams, Benjamin P Linas, John Blamoun, Heta Javeri, Christoph P Hornik

Faculty, Staff and Student Publications

IMPORTANCE: The pharmacokinetics of abatacept and the association between abatacept exposure and outcomes in patients with severe COVID-19 are unknown.

OBJECTIVE: To characterize abatacept pharmacokinetics, relate drug exposure with clinical outcomes, and evaluate the need for dosage adjustments.

DESIGN, SETTING, AND PARTICIPANTS: This study is a secondary analysis of data from the ACTIV-1 (Accelerating COVID-19 Therapeutic Interventions and Vaccines) Immune Modulator (IM) randomized clinical trial conducted between October 16, 2020, and December 31, 2021. The trial included hospitalized adults who received abatacept in addition to standard of care for treatment of COVID-19 pneumonia. Data analysis was performed between September 2022 …

Clinical Epidemiological Characteristics And Risk Factors For Severity Of Sars-Cov-2 Pneumonia In Pediatric Patients: A Hospital-Based Study In Vietnam, Sang N Nguyen, Lam T Vu, Ha T Nguyen, Giang H Dao, Anh Ngoc T Nguyen

Faculty, Staff and Student Publications

Introduction Coronavirus disease (COVID-19) is an infectious disease caused by SARS-CoV-2, which can cause organ failure in several organs, cardiac problems, or acute respiratory distress syndrome (ARDS). Identifying clinical epidemiological characteristics and risk factors for complications of COVID-19 allows clinicians to diagnose and treat promptly. Objectives This study aims to describe the clinical epidemiological characteristics of COVID-19 and assess risk factors for the severity of SARS-CoV-2 pneumonia in children treated at Haiphong Children's Hospital. Methods A descriptive cross-sectional study was conducted in Haiphong Children's Hospital, Haiphong, Vietnam, for one year, from January 1, 2022, to December 31, 2022. Results In …

Machine Learning-Enabled Maternal Risk Assessment For Women With Pre-Eclampsia (The Piers-Ml Model): A Modelling Study, Tünde Montgomery-Csobán, Kimberley Kavanagh, Paul Murray, Chris Robertson, Sarah J E Barry, U Vivian Ukah, Beth A Payne, Kypros H Nicolaides, Argyro Syngelaki, Olivia Ionescu, Ranjit Akolekar, Jennifer A Hutcheon, Laura A Magee, Peter Von Dadelszen, Piers Consortium

Faculty, Staff and Student Publications

BACKGROUND: Affecting 2-4% of pregnancies, pre-eclampsia is a leading cause of maternal death and morbidity worldwide. Using routinely available data, we aimed to develop and validate a novel machine learning-based and clinical setting-responsive time-of-disease model to rule out and rule in adverse maternal outcomes in women presenting with pre-eclampsia.

METHODS: We used health system, demographic, and clinical data from the day of first assessment with pre-eclampsia to predict a Delphi-derived composite outcome of maternal mortality or severe morbidity within 2 days. Machine learning methods, multiple imputation, and ten-fold cross-validation were used to fit models on a development dataset (75% of …

"Fueling For A Healthy Life:" A Cooking Class For Adolescent And Young Adult Childhood Cancer Survivors, Hope Dominique

Senior Theses

Following cancer treatment, childhood cancer survivors (CCS) are at an increased risk of developing chronic diseases and face an increased risk of health-related death during adulthood. Recent literature demonstrates that modifying lifestyle factors such as nutrition can reduce the risk of late mortality in survivors, suggesting that interventions promoting a healthy lifestyle may improve quality and quantity of life for CCS. However, many adolescent and young adult (AYA) CCS do not adhere to national dietary guidelines and face both real and perceived barriers to adopting healthier eating habits while in a critical period for establishing behaviors that contribute to lifelong …

Diffuse Alveolar Haemorrhage Due To Atypical Hemolytic Uremic Syndrome (Ahus) Associated With Covid-19, Atif Siddiqui, Amanda Tchakarov

Faculty, Staff and Student Publications

Delayed presentation of atypical HUS after COVID‐19 with diffuse alveolar haemorrhage is uncommon and can be life threatening.

Large-Scale Phenotyping Of Patients With Long Covid Post-Hospitalization Reveals Mechanistic Subtypes Of Disease, Felicity Liew, Claudia Efstathiou, Sara Fontanella, Matthew Richardson, Ruth Saunders, Dawid Swieboda, Jasmin K Sidhu, Stephanie Ascough, Shona C Moore, Noura Mohamed, Jose Nunag, Clara King, Olivia C Leavy, Omer Elneima, Hamish J C Mcauley, Aarti Shikotra, Amisha Singapuri, Marco Sereno, Victoria C Harris, Linzy Houchen-Wolloff, Neil J Greening, Nazir I Lone, Matthew Thorpe, A A Roger Thompson, Sarah L Rowland-Jones, Annemarie B Docherty, James D Chalmers, Ling-Pei Ho, Alexander Horsley, Betty Raman, Krisnah Poinasamy, Michael Marks, Onn Min Kon, Luke S Howard, Daniel G Wootton, Jennifer K Quint, Thushan I De Silva, Antonia Ho, Christopher Chiu, Ewen M Harrison, William Greenhalf, J Kenneth Baillie, Malcolm G Semple, Lance Turtle, Rachael A Evans, Louise V Wain, Christopher Brightling, Ryan S Thwaites, Peter J M Openshaw, Phosp-Covid Collaborative Group, Isaric Investigators

Faculty, Staff and Student Publications

One in ten severe acute respiratory syndrome coronavirus 2 infections result in prolonged symptoms termed long coronavirus disease (COVID), yet disease phenotypes and mechanisms are poorly understood1. Here we profiled 368 plasma proteins in 657 participants ≥3 months following hospitalization. Of these, 426 had at least one long COVID symptom and 233 had fully recovered. Elevated markers of myeloid inflammation and complement activation were associated with long COVID. IL-1R2, MATN2 and COLEC12 were associated with cardiorespiratory symptoms, fatigue and anxiety/depression; MATN2, CSF3 and C1QA were elevated in gastrointestinal symptoms and C1QA was elevated in cognitive impairment. Additional markers …

Policymaker's Perspectives And Student Experiences Of Bullying At Schools In The Uae: A Mixed-Method Approach, Alfan Saghayir Alketbi

Dissertations

Bullying is a significant issue in schools worldwide, including Abu Dhabi, the UAE. This dissertation aims to explore the dynamics of school bullying and improve anti-bullying interventions through a mixed-method approach. The primary goal is to investigate current anti-bullying efforts in the UAE and develop a comprehensive framework for school-based bullying intervention, considering policymaker perspectives and student experiences.

The study includes a systematic scoping review, qualitative studies with policymakers, a SWOT analysis of Abu Dhabi's anti-bullying approaches, and a cross-sectional survey of students' perceptions, attitudes, and awareness in Al-Ain City. These methods provide an integrated view of bullying in the …

Transcriptional Signature Of Durable Effector T Cells Elicited By A Replication Defective Hcmv Vaccine, Xiaohua Ye, David J H Shih, Zhiqiang Ku, Junping Hong, Diane F Barrett, Richard E Rupp, Ningyan Zhang, Tong-Ming Fu, W Jim Zheng, Zhiqiang An

Faculty, Staff and Student Publications

Human cytomegalovirus (HCMV) is a leading infectious cause of birth defects and the most common opportunistic infection that causes life-threatening diseases post-transplantation; however, an effective vaccine remains elusive. V160 is a live-attenuated replication defective HCMV vaccine that showed a 42.4% efficacy against primary HCMV infection among seronegative women in a phase 2b clinical trial. Here, we integrated the multicolor flow cytometry, longitudinal T cell receptor (TCR) sequencing, and single-cell RNA/TCR sequencing approaches to characterize the magnitude, phenotype, and functional quality of human T cell responses to V160. We demonstrated that V160 de novo induces IE-1 and pp65 specific durable polyfunctional …

Digital Health Technologies For High-Risk Pregnancy Management: Three Case Studies Using Digilego Framework, Sahiti Myneni, Alexandra Zingg, Tavleen Singh, Angela Ross, Amy Franklin, Deevakar Rogith, Jerrie Refuerzo

Faculty, Staff and Student Publications

OBJECTIVE: High-risk pregnancy (HRP) conditions such as gestational diabetes mellitus (GDM), hypertension (HTN), and peripartum depression (PPD) affect maternal and neonatal health. Patient engagement is critical for effective HRP management (HRPM). While digital technologies and analytics hold promise, emerging research indicates limited and suboptimal support offered by the highly prevalent pregnancy digital solutions within the commercial marketplace. In this article, we describe our efforts to develop a portfolio of digital products leveraging advances in social computing, data science, and digital health.

METHODS: We describe three studies that leverage core methods from

RESULTS: Scalable social computing models using deep learning classifiers …

Covid-19 Vaccine Effectiveness Among People Living With And Without Hiv In South Carolina, Usa: Protocol Of A Population-Based Cohort Study, Xueying Yang, Jiajia Zhang Ph.D., Bankole Olatosi, Sharon Weissman, Xiaoming Li Ph.D.

Faculty Publications

Introduction Despite the effectiveness of COVID-19 vaccines in preventing severe COVID-19 outcomes, a small percentage of fully vaccinated persons will develop symptomatic or asymptomatic infections with SARSCoV-2, which is referred to as ‘breakthrough COVID-19’. People living with HIV (PLWH) appear to have an elevated risk of severe COVID-19 outcomes, yet the effectiveness of the COVID-19 vaccine in this population remains unclear due to the limited research efforts in this population in the real world. This study aims to characterise and compare the breakthrough COVID-19 (eg, prevalence and disease severity) between PLWH and non-PLWH and then examine whether HIV markers play …

Addressing Subject Heterogeneity In Time-Dependent Discrimination For Biomarker Evaluation, Xinyang Jiang, Wen Li, Ruosha Li, Jing Ning

Faculty, Staff and Student Publications

Accurate discrimination has been the central goal in identifying biomarkers for monitoring disease progression and early detection. Acknowledging the fact that discrimination accuracy of biomarkers for a time-to-event outcome often changes over time, local measures such as the time-dependent receiver operating characteristic curve and its area under the curve (AUC) are used to assess time-dependent predictive discrimination. However, such measures do not address subject heterogeneity, although the impact of covariates including demographics, disease-related characteristics, and other clinical information on the discriminatory performance of biomarkers needs to be investigated before their clinical use. We propose the covariate-specific time-dependent AUC, a measure …

Development Of An Integrated Well-Being Scale For Japan, Kyoko Shimada, Masayuki Kiriu

Japanese Society and Culture

Background: Although multiple scales related to well-being have been developed mainly in Western countries, it is important to consider Japanese cultural and historical elements when considering the concept of well-being in Japan. This study attempted to develop an integrated scale that considers Japanese cultural elements and characteristics.

Methods: As a preliminary survey, several Western made well-being scales were evaluated and 2 scales had factor structures that were generally as expected. Therefore, including these 2 scales, a total of 54 items (40 new items that represent characteristics that are important to Japanese) were added as integrated scales in the main analysis. …

Gut Microbiota And Blood Metabolites Related To Fiber Intake And Type 2 Diabetes, Zheng Wang, Brandilyn A Peters, Bing Yu, Megan L Grove, Tao Wang, Xiaonan Xue, Bharat Thyagarajan, Martha L Daviglus, Eric Boerwinkle, Gang Hu, Yasmin Mossavar-Rahmani, Carmen R Isasi, Rob Knight, Robert D Burk, Robert C Kaplan, Qibin Qi

Faculty, Staff and Student Publications

BACKGROUND: Consistent evidence suggests diabetes-protective effects of dietary fiber intake. However, the underlying mechanisms, particularly the role of gut microbiota and host circulating metabolites, are not fully understood. We aimed to investigate gut microbiota and circulating metabolites associated with dietary fiber intake and their relationships with type 2 diabetes (T2D).

METHODS: This study included up to 11 394 participants from the HCHS/SOL (Hispanic Community Health Study/Study of Latinos). Diet was assessed with two 24-hour dietary recalls at baseline. We examined associations of dietary fiber intake with gut microbiome measured by shotgun metagenomics (350 species/85 genera and 1958 enzymes; n=2992 at …

Wedge Shaped Decompression To Remove Ear Cartilage For A Patient With An Ear Intradermal Nevi, Qi-Chao Jian, Xi-Dan Xu, Meng-Yao Hu, Chen Zheng

Faculty, Staff and Student Publications

No abstract provided.

Comparison Of Raw Accelerometry Data From Actigraph, Apple Watch, Garmin, And Fitbit Using A Mechanical Shaker Table, James W. White Iii, Olivia L. Finnegan, Nick Tindall, Srihari Nelakuditi, David E. Brown Iii, Russell R. Pate Ph.D., Gregory J. Welk, Massimiliano De Zambotti, Rahul Ghosal, Yuan Wang, Sarah Burkart, Elizabeth L. Adams, Mvs Chandrashekhar, Bridget Armstrong, Michael W. Beets, Robert Weaver Med, Phd

Faculty Publications

The purpose of this study was to evaluate the reliability and validity of the raw accelerometry output from research-grade and consumer wearable devices compared to accelerations produced by a mechanical shaker table. Raw accelerometry data from a total of 40 devices (i.e., n = 10 ActiGraph wGT3X-BT, n = 10 Apple Watch Series 7, n = 10 Garmin Vivoactive 4S, and n = 10 Fitbit Sense) were compared to reference accelerations produced by an orbital shaker table at speeds ranging from 0.6 Hz (4.4 milligravity-mg) to 3.2 Hz (124.7mg). Two-way random effects absolute intraclass correlation coefficients (ICC) tested inter-device reliability. …