Digital Commons Network^™

Rates Of, Reasons For, And Reactions To Discontinuation Of Glp-1 Receptor Agonists: A Narrative Review, Henry D Heisey, L Parker Gregg, Christopher D Verrico, Dennis T Villareal, Terri L Fletcher

Faculty, Staff and Students Publications

GLP-1RAs are increasingly used for their glucose-lowering and weight-management effects, but many patients discontinue them. In this narrative review we aim to review real-world, quantitative and qualitative GLP-1RA discontinuation, adherence, and persistence evidence as it aligns with an established conceptual framework for understanding medication adherence in noncommunicable chronic disease. Many inconsistencies exist in how discontinuation, adherence, and persistence are studied in this literature. Few qualitative studies have focused on discontinuation of GLP-1RAs. Quantitative approaches often focus on medication-related factors and more superficial aspects of socioeconomic and condition-related factors. Very few studies encompass all 5 dimensions of the medication adherence conceptual …

Transplantation And Mortality As Competing Outcomes Among Patients On Dialysis With Newly Diagnosed Cancer: A Longitudinal Cohort Study, Ryan Gately, Eric A. Engels, Dharshana Sabanayagam, Armando Teixeira-Pinto, Scott Campbell, Carmel Hawley, Wai Lim, Germaine Wong

Research outputs 2022 to 2026

Rationale & Objective: A cancer diagnosis is associated with complex risks for patients that may influence survival and access to transplantation. This study characterized the probability and timing of cancer-related death, noncancer death, and transplantation among patients with an incident cancer diagnosis after dialysis initiation. Study Design: Longitudinal cohort study. Setting & Participants: In Australia and New Zealand, 2000-2021, 3,052 patients receiving dialysis, identified via the Australia and New Zealand Dialysis and Transplant Registry, with cancer diagnosed after they had started dialysis. Exposure: Cancer, categorized by type and stage. Outcome: Transplantation as well as cancer-related death and noncancer death for …

Source-Specific Nitrate And Nitrite Intake And Bladder Cancer: Findings From The Danish Diet, Cancer And Health Cohort, Dorit W. Erichsen, Cecilie Kyrø, Jörg Schullehner, Susanne Rosthøj, Catherine P. Bondonno, Liezhou Zhong, Ole Raaschou-Nielsen, Pratik Pokharel, Torben Sigsgaard, Peter Fjeldstad Hendriksen, Frederik Dalgaard, Christina Dahl, Jonathan M. Hodgson, Christina C. Dahm, Anja Olsen, Anne Tjønneland, Nicola P. Bondonno

Research outputs 2022 to 2026

Introduction Nitrate and nitrite, present in ground and drinking water, as well as foods, may contribute to bladder cancer through the formation of carcinogenic N -nitrosamines. However, risk likely depends on both the source and endogenous nitrosating factors. Methods Among participants of the Danish Diet, Cancer, and Health Cohort (N = 54,610) with no history of cancer, source-specific nitrate and nitrite intakes (drinking water, plant sources, naturally occurring animal sources, and additive-permitted meat sources) were estimated from national water monitoring data and food frequency questionnaires using food databases. Bladder cancer cases were ascertained through the Danish Cancer Registry. Multivariable-adjusted Cox …

Early-Onset Colorectal Cancer With Liver-Only Metastases: A Retrospective Cohort Study Integrating Prospectively Collected Real-World Clinical And Molecular Data From An Australian National Database (2009–2024) To Guide Treatment Planning, Savio G. Barreto, Christos S. Karapetis, Shahid Ullah, Matthew Burge, Susan Caird, Angus Campbell, Azim Jalali, Ross Jennens, Muhammad A. Khattak, Belinda Lee, Stephanie H. Lim, Shehara Mendis, Louise Nott, Timothy J. Price, Jeremy D. Shapiro, Jeanne Tie, Javier Torres, Colin Williams, Rachel Wong, Vanessa Wong, Peter Gibbs

Research outputs 2022 to 2026

Objective: To leverage the Treatment of Recurrent and Advanced Colorectal Cancer (TRACC) registry (an Australian cancer database) to explore the ideal timing and sequence of therapies and the factors influencing these decisions in colorectal cancer (CRC) patients with liver-only metastases to inform contemporary decision-making and future trials.

Study Type: Retrospective registry-based cohort study using the TRACC registry.

Setting and Participants: Consecutive patients with liver-only metastatic CRC enrolled in the TRACC registry.

Main Outcome Measures: To explore cancer biology, intended treatment at presentation, actual treatment received and the resultant outcomes for early-onset CRC (EOCRC) (≤ 50 years) and late-onset CRC (LOCRC) …

An Update On The Role Of Multimodal Analgesia In Perioperative Pain Management, Whitney N. Kuwamoto, Grace C. Eddy, Edward R. Mariano, Eric S. Schwenk

Department of Anesthesiology Faculty Papers

Multimodal analgesia has become a foundational principle of acute perioperative pain management and enhanced recovery and involves the application of nonpharmacologic, pharmacologic, and/or interventional techniques. The overall goal of this approach is to apply a combination of different modalities that target discrete points along the pain pathway and thereby avoid the overreliance on opioids and associated side effects. Since our review in 2018, there have been significant developments that have prompted an updated review of multimodal analgesia. In this article, we identify and summarize important trends that influence the current approach to acute perioperative pain management as well as provide …

Ecmo Use In Infants With Bronchopulmonary Dysplasia: A Literature Review., John Ibrahim, Nicholas Carr, Franscesca Miquel Verges, Natalie Rintoul, Robert Digeronimo, John M. Daniel Iv, Sarah Keene, Burhan Mahmood

Manuscripts, Articles, Book Chapters and Other Papers

Bronchopulmonary dysplasia (BPD) is a leading cause of chronic respiratory failure in infants. Severe BPD is associated with prolonged mechanical ventilation, pulmonary hypertension, and high morbidity and mortality. As disease severity increases, extracorporeal membrane oxygenation (ECMO) is being reconsidered as a potential rescue therapy. Historically, ECMO has been reserved for neonates with reversible respiratory failure and those who required mechanical ventilation for less than 14 days, while infants with BPD were excluded. However, advancements in ECMO technology, anticoagulation strategies, and ventilatory management have led to a reassessment of its role in this population. Emerging reports suggest ECMO may serve as …

Impact Of Trisomy 21 On Post Pull-Through Enterocolitis And Bowel Function In Children With Hirschsprung Disease: A Pcplc Analysis., Marshall W. Wallace, Scott S. Short, Rachel C. Crady, Ron W. Reeder, Hira Ahmad, Kelly Austin, Andrea Badillo, Casey M. Calkins, Megan M. Durham, Julie R. Fuchs, Christopher Gayer, Julia E. Grabowski, Jamie C. Harris, Charles R. Hong, Ankur Rana, Rebecca M. Rentea, Nelson Rosen, Payam Saadai, Caitlin A. Smith, K Elizabeth Speck, Cristine S. Velazco, Richard J. Wood, Michael D. Rollins

Manuscripts, Articles, Book Chapters and Other Papers

INTRODUCTION: We evaluated whether Trisomy 21 (T21) affected bowel management use, ability to toilet train for stool, and rates of Hirschsprung-Associated Enterocolitis (HAEC) in children with Hirschsprung disease (HD). We hypothesized that T21 would be associated with increased rates of HAEC, bowel management program (BMP) use, and delayed toilet training for stool.

METHODS: Children with HD in the Pediatric Colorectal and Pelvic Learning Consortium (PCPLC) database who underwent primary pull-through were included and stratified by T21 status: HD only versus HD + T21. Children requiring a redo pull-through, initially managed with a stoma, or those who had inadequate follow-up were …

Concerns With The Statistical Analysis In “Effect Of Combined Glp-1 Analogue And Bupropion/Naltrexone On Weight Loss: A Retrospective Cohort Study”, Thirupathi Reddy Mokalla, Henry T Robertson, Sherri Pals, David B Allison

Children’s Nutrition Research Center Staff Publications

No abstract provided.

All-Cause And Cause-Specific Mortality In Gambling Disorder: Evidence From A Nation-Wide Matched And Sibling Cohort Study In Taiwan, Yang-Chieh Brian Chen, Chih-Wei Hsu, Liang-Jen Wang, Mu-Hong Chen, Yao-Hsu Yang, Chih-Sung Liang, Edward Chia-Cheng Lai

Children’s Nutrition Research Center Staff Publications

Background and aims: Gambling disorder (GD) has been linked to suicidal ideation and suicide deaths; however, evidence on all-cause and cause-specific mortality-particularly in Asian populations-remains limited. Using a retrospective cohort study based on nationwide matched and sibling cohort, we investigated all-cause and cause-specific mortality risk in patients with GD.

Design, setting and participants: A retrospective cohort study was conducted using 2000-2022 data from Taiwan's National Health Insurance Research Database. A cohort of 961 individuals diagnosed with GD was identified. An age- and sex-matched control cohort (n = 3,844) and an unaffected sibling cohort (n = 675) were constructed. Cumulative survival …

Hyperadhesive Von Willebrand Factor Contributes To Pathogenesis Of Preeclampsia, Yajuan Wang, Chenyu Wang, Katie L Houck, Xiaoli Gao, Yuanyuan Chen, Xin Xu, Xue Zhao, Miguel A Cruz, Shu Zhang, Chester Q Li, Fengxia Xue, Min Li, Swati Shree, Jing-Fei Dong, Cha Han

Children’s Nutrition Research Center Staff Publications

Background: Preeclampsia is the most common complication of pregnancy, significantly affecting maternal and fetal health, and is characterized by placental and systemic endotheliopathy. Patients with preeclampsia have elevated levels of VWF (von Willebrand Factor), which is associated with poor clinical outcomes. However, whether VWF serves as a marker for endotheliopathy or contributes to the pathogenesis of preeclampsia remains poorly understood.

Methods: We investigated the role of hyperadhesive VWF in the development of preeclampsia by studying patients, evaluating mouse models, and performing in vitro experiments.

Results: We show that patients develop VWF- and fibrin-rich thrombosis in the placenta and have significantly …

Assessing The Feasibility Of A Self-Management Intervention For Individuals With Advanced Prostate Cancer And Comorbid Type Ii Diabetes Mellitus, Amy L. Shaver, Christina Steinbock-Malfer, William Tester, Patrick Mille, William K. Kelly, Kevin K. Zarrabi, Costas D. Lallas, Mihir M. Shah, Rose Dimarco, Emily Brand, Shawntel Brown, Swapnil Sharma, Nikita Nikita, Cindy Cogen, Scott W. Keith, Grace Lu-Yao

Kimmel Cancer Center Faculty Papers

BACKGROUND: Many older adults with cancer have at least one comorbidity. Type II diabetes mellitus (T2DM) is a common comorbidity among patients with prostate cancer (PC) and represents an important consideration in this population. Comorbid T2DM can negatively impact cancer-specific outcomes for patients, suggesting the need for better glycemic management, especially for patients on active cancer treatment. The goal of this modified Diabetes Self-Management Education Services (mDSMES) pilot study was to provide patients with the opportunity to learn methods of diabetes self-management, including how to manage their glucose levels, improve their understanding and utilization of medication to promote improvements in …

Defining The Value Of Elective Lumbar Fusion: A Systematic Review Of Existing Methodologies And Framework For The Operative Value Index, Advith Sarikonda, Anthony Chen, Theo S. Biddle, Danyal A. Quraishi, Preston Carey, Arbaz A. Momin, Matthews Lan, Dwight Mitchell Self, Ashmal S. Kabani, Ahilan Sivaganesan

Department of Neurosurgery Faculty Papers

BACKGROUND: Despite wide variation in the outcomes and costs of lumbar fusion, few studies have integrated these domains together within a single metric to assess "value" (outcomes achieved per dollar spent). In this review, we sought to 1) characterize existing metrics of cost-effectiveness for lumbar fusion, 2) evaluate all applications of time-driven activity-based costing (TDABC) in spine surgery, and 3) outline the conceptual foundation for a standardized Operative Value Index (OVI).

METHODS: Two PRISMA-concordant systematic reviews were performed on PubMed and Scopus databases. The first review examined all studies which reported a cost-effectiveness metric for lumbar fusion. The second review …

Small But Mighty: How Can Pediatric Psychologists Harness The Power Of Digital Single-Session Interventions?, Christina Amaro, Alexandra Monzon, Melissa Alderfer, Kimberly Canter, Michael Amylon, Stephanie Fooks-Parker, Jessica Schleider, Susana Patton, Katie Devine

Department of Pediatrics Faculty Papers

OBJECTIVE: Single-session interventions (SSIs) are an innovative, scalable approach for addressing the unmet behavioral and mental health needs of pediatric patients and their families. Specifically, digital SSIs, which are self-guided and delivered online, offer a low-cost and accessible approach but are currently underutilized in pediatric psychology.

METHODS: This topical review aims to describe SSIs broadly and the specific need for digital SSIs, explore potential applications within pediatric psychology, outline future directions and considerations, and present two examples of community-engaged digital SSI design.

RESULTS: SSIs evidence small to medium effects across a range of mental health concerns, including distress, anxiety, and …

Quality Improvement Initiative To Improve Adherence To Ob Hemorrhage Policy And Standardize Pitocin Administration During Cesarean Sections To Reduce Postpartum Hemorrhage Risk, Lauren R. Litz, Monica Blauser

Doctor of Nurse Anesthesia Practice (DNAP) Manuscripts

Postpartum hemorrhage remains a leading cause of maternal morbidity and mortality, and Pitocin administration is an important component of hemorrhage prevention and management during cesarean delivery. Variation in Pitocin timing, dosing, method of administration, and adherence to evidence-based recommendations may compromise patient safety and create barriers to standardized obstetric anesthesia care. The purpose of this Doctorate of Nurse Anesthesia Practice quality improvement project was to evaluate current anesthesia provider practices for Pitocin administration during cesarean delivery, compare observed practices with the California Maternal Quality Care Collaborative hemorrhage toolkit and Society for Obstetric Anesthesia and Perinatology Enhanced Recovery After Cesarean recommendations, …

Dnp Final Report: Improving Diabetes Self-Efficacy Through Nutrition Education: A Quality Improvement Project, Lakimberely S. Wooten

DNP Final Reports

Diabetes affects 12.7% of residents in Northeast Texas and is the 7th leading cause of death. Internal evidence indicates low health literacy and a heavy disease burden in the service area, underscoring the need for a standardized, low-cost, and feasible approach to nutrition education. This quality improvement project evaluated the feasibility of implementing an instructor-led nutrition education session. Guided by the Johns Hopkins Evidence-Based Practice Framework and the ADKAR behavioral change model, adult participants with Type 2 diabetes received instruction on the Plate Method. Participants enrolled in a 4-week, instructor-led diabetes education class completed a 1-hour, nutrition education session using …

Increased Risk Of Sarcomas In Children With Congenital Anomalies: Findings From The Genetic Overlap Between Anomalies And Cancer In Kids (Goback) Registry Linkage Study, Russ Wolters, Ji Yun Tark, Tiffany M Chambers, Tania A Desrosiers, Michael E Scheurer, Charles Shumate, Wendy N Nembhard, Mahsa M Yazdy, Eirini Nestoridi, Amanda E Janitz, Jean Paul Tanner, Russell S Kirby, Jason L Salemi, Yao Yu, Chad D Huff, Sharon E Plon, Philip J Lupo, Jeremy M Schraw

Faculty, Staff and Students Publications

Background: Pediatric sarcomas are a heterogeneous group of tumors that contribute disproportionately to cancer mortality in children. Although congenital anomalies are among the strongest known risk factors for childhood cancer, the risk of specific sarcoma subtypes among affected individuals has not yet been thoroughly evaluated.

Procedure: We obtained data on maternal and perinatal characteristics, congenital anomalies, and pediatric sarcoma diagnoses for all live births in nine states. We used Cox proportional hazards regression to estimate the hazard ratio (HR) and 95% confidence interval (CI) of sarcoma (overall and by subtype) among children with non-syndromic congenital anomalies. We considered all non-syndromic …

De Novo Complex Genomic Rearrangement Spanning 2q31.1 In A Proband With Congenital Malformations: Genotype-Phenotype Correlation And Development Of A Cgr Detection Pipeline, Katherine Helle, Jesse D Bengtsson, Mira Gandhi, Christopher M Grochowski, Ming Yin Lun, Neha Sudhir, Shalini N Jhangiani, Fritz J Sedlazeck, Seema R Lalani, Neil A Hanchard, Claudia M B Carvalho

Faculty, Staff and Students Publications

The 2q31 region is commonly associated with pathogenic alleles of the HOXD cluster leading to various clinical phenotypes related to skeletal development. We present a proband with tetralogy of Fallot and multiple congenital anomalies. Genomic variant screening including an in-house CGR detection pipeline pairing genome sequencing (GS) structural variant calls with read-depth data revealed a de novo complex genomic rearrangement (CGR) spanning 2.7 Mb across 2q31 characterized by a series of duplications and triplications including the HOXD gene cluster. The genomic structure was assembled by applying combined methodologies including short-read and long-read GS, and optical genome mapping (OGM). This in-house …

Future Prospects Of Pediatric Lung Transplantation, Ernestina Melicoff, David Moreno Mcneill, Christian Benden

Faculty, Staff and Students Publications

This special issue of the Journal of Heart Transplantation Open is dedicated to Pediatric Thoracic Transplantation. The authors will discuss subjects related to pediatric lung transplantation such as access to donor organs, allograft dysfunction and role of functional status in outcomes.

Quantitative Imaging Of Pyruvate Metabolism In A Patient With Anaplastic Thyroid Cancer, James A Bankson, Joshua S Niedzielski, Collin J Harlan, Yunyun Chen, Christopher M Walker, Philip L Lorenzi, Lin Tan, Vikas Kundra, Matthew E Merritt, Mukundan Ragavan, Dawid Schellingerhout, Renjie He, Yao Ding, Sahana Datar, Qing Wang, Christine B Peterson, Clifton D Fuller, Vlad C Sandulache, Stephen Y Lai

Faculty, Staff and Students Publications

Purpose: Magnetic resonance imaging using hyperpolarized (HP) [1-13C]-pyruvate enables assessment of pyruvate metabolism in vivo and offers new insight into metabolic changes in response to cancer therapy. Widely used semi-quantitative metrics of pyruvate metabolism can be affected by physiological factors that are extrinsic to intracellular metabolism. A validated pharmacokinetic (PK) model for analysis of intracellular pyruvate metabolism is needed to enhance the accuracy of quantitative metrics and clinical translation of metabolic MRI using HP pyruvate.

Methods: A PK model with two physical compartments and two chemical pools was developed to analyze the conversion of labeled pyruvate into lactate in vitro. …

Transfusion Intensity In The Icu: Reasons And Triggers, Merijn Reuland, Senta Raasveld, Jimmy Schenk, Claudia Oord, Sanne Bruin, Caroline Schaap, Andrew Flint, Jan Bakker, Maurizio Cecconi, Marcus Lance

Anaesthesiology, East Africa

Background The reasons and physiological triggers for blood transfusion in critically ill patients are not well characterized. Beyond hemoglobin levels, hemodynamic instability is frequently cited, but its role across clinical contexts remains unclear.

Aims (1) To determine whether reasons and triggers for RBC transfusion differ across intensive care unit (ICU) days with varying transfusion intensity. (2) To describe reasons for non-RBC transfusions across these intensity groups.

Methods This sub-study of the prospective International Point Prevalence Study of Intensive Care Unit Transfusion Practices (InPUT) classified ICU days by transfusion intensity: nonmajor (1 RBC unit), major (≥2 units), and massive (≥6 units …

Ai-Driven Segmentation And Volumetric Response Modeling Of Liver Regions To Radiotherapy, Aashish Chandra Gupta

Dissertations and Theses (Open Access)

In liver-directed radiotherapy (RT), liver regions receiving higher doses typically undergo atrophy while contralateral/adjacent lower-dose regions may exhibit compensatory hypertrophy through regeneration of healthy tissue. Optimizing the RT plan to promote regional hypertrophy while minimizing the risk of developing atrophy has the potential to enhance post-RT liver function and long-term survivorship. However, current clinical practice largely relies on global liver dose-volume metrics during RT-planning, which may obscure favorable dose-response correlation and limit actionable guidance for clinicians. Therefore, we hypothesized that post-RT regional liver response is governed by a combination of region-specific dose-volume and patient clinical features, and that these responses …

Advancing Health Equity In Global Oncology: A Collaborative Academic-Cancer Society-Industry Program To Address Health Disparities In Sub-Saharan Africa, Kenneth Merrell, Ben Kamdem-Talom, Hannah Anie, Christine Wekesa, Nomsa Tsikai, Miriam Mutebi, Rakiya Saidu, Nwamaka Lasebikan, Adamu Bojude, Randiak Alaro

General Surgery, East Africa

Purpose Cancer care capacity in sub-Saharan Africa (SSA) is constrained by late diagnosis and limited treatment access. Few funding mechanisms support innovative, locally led programs to address these challenges. A collaborative initiative was developed to strengthen oncology care through quality improvement (QI) projects.

Materials and Methods The program was developed by Global Bridges Oncology (GBO) at Mayo Clinic, Pfizer Global Medical Grants, and the African Organisation for Research and Training in Cancer. A committee composed primarily of African oncology experts guided the process. An RFP was disseminated across SSA in English, French, and Portuguese, inviting applications to improve diagnostic and …

Expanding Cleft Surgical Workforce Capacity In Low- And Middle-Income Countries Through Competency-Based Training, Daniel Bradley, Jonathan Diaz, Emily Jones, Kealani Unkel, Atenas Bustamante, Zenebe Gebremariyam, Daniel Abate, Mamy Andriamanarivo, Mekonen Abebe, Armando Siu

General Surgery, East Africa

Objective To evaluate a competency-based cleft surgery training pathway designed to expand local surgical capacity in low- and middle-income countries (LMICs).

Design Prospective observational study of cleft surgery training outcomes between July 2022 and September 2024.

Setting Operation Smile cleft surgery programs and partner hospitals in LMICs, with integrated virtual education.

Patients/Participants Twenty trainee cleft surgeons from 11 countries.

Interventions A competency-based training pathway combining virtual education and mentored operative experience, with assessment using a validated surgical competency tool.

Main Outcome Measures Changes in self-reported surgical confidence and educator-rated surgical competency

Results Trainee cleft surgeons participated in 1168 cleft lip …

Lessons Learned From The Validation Of A Machine Learning-Based Colorectal Carcinoma Screening Pipeline In Sub-Saharan Africa, Alfred Githuka, Ulysses Balis, Ye Chan Kim, Eileen Weinheimer-Haus, Christopher Williams, Jerome Cheng, Kelou Yao, John Blau, Shahin Sayed, Mansoor Saleh

Haematology and Oncology, East Africa

Background Artificial intelligence for digital pathology may improve cancer detection and workflow efficiency in low- and middle-income countries, but most models are trained and validated in high-income settings, creating uncertainty about generalizability and real-world deployability under differing pre-analytic and infrastructure conditions.

Objective To validate a locally optimized colorectal carcinoma screening pipeline, retrained on data from a local Kenyan cohort, and to assess its feasibility as a sensitivity-forward assistive pre-screening workflow.

Methods Formalin-fixed, paraffin-embedded hematoxylin and eosin-stained slides from 136 biopsy-proven colonic adenocarcinoma cases and 20 normal controls from 2 Kenyan institutions were digitized at 40× using a Grundium Ocus scanner. …

"I Can See Where This Is Taking Me": Medical Students' Perceptions Of Humanities Courses At Aga Khan University, Kenya, Catherine Gathu, Marthaclaire Zammit, Urvi Saboo, Robert Opoka

Family Medicine, East Africa

Background Humanities courses in medical training are increasingly recognized as essential for developing empathetic, reflective and socially responsive physicians. Although well-established globally, their integration into medical education in African contexts remains limited. In Kenya, humanities are often peripheral within curricula dominated by biomedical sciences and clinical medicine. Aga Khan University (AKU), Nairobi, has introduced a novel medical curriculum that embeds seven core humanities courses as central components of the initial phase of its MBChB program. This study explored students’ perceptions and lived experiences of these humanities courses.

Methods A retrospective descriptive study using an embedded mixed-methods design was conducted among …

Machine Learning In Flow Cytometry For Acute Myeloid Leukemia Diagnosis: A Scoping Review, Katrina Jezzela M. Dela Pena Md, Mls (Ascp)

Other Specialties

Manuscript version:

Introduction: Flow cytometry is essential for the diagnosis of acute myeloid leukemia (AML), but conventional analysis is labor-intensive, operator-dependent, and increasingly complex. Machine learning (ML) may support automated analysis; however, its readiness for clinical implementation remains unclear. This scoping review mapped ML approaches applied to flow cytometry for AML-related diagnosis.

Methods: PubMed was searched for English-language primary studies applying artificial intelligence, ML, or deep learning to human flow cytometry data for AML diagnosis or classification. Eligible studies reported diagnostic performance metrics. Study characteristics, preprocessing, data representation, model architecture, validation strategy, performance metrics, interpretability, and implementation considerations were descriptively …

Acute And Chronic Leukemia In Sub-Saharan Africa: A Systematic Review, Allwell A. Ayirebi, Stephen Twumasi, Linda K. Olaga, Benedict Sackey, Daniel N.M. Antonio, Richard O. Ansah, Eugene A. Ansah, John A. Sah, Enoch O. Anto, Yvonne Anang-Quartey, Antoinette Koomson, Angela Opoku, Godfred A. Donkor, Paulina Duah, Ama G. Boadu, Samuel Essien-Baidoo, Wina I.O. Boadu, Lilian A. Boateng

Research outputs 2022 to 2026

Background: The four primary subgroups of leukemia include chronic myeloid leukemia (CML), acute myeloid leukemia (AML), acute lymphoblastic leukemia (ALL), and chronic lymphocytic leukemia (CLL). Very little is known about the regional variation of leukemia and subtypes in sub-Saharan Africa (SSA).

Aims: This systematic review focused on the prevalent cases reported in sub-Saharan Africa, throwing more emphasis on treatment outcomes, follow up time and survival rates.

Methods: A systematic review of studies on acute and chronic leukemia in sub-Saharan Africa (SSA) was conducted using articles retrieved from PubMed, Scopus, Google Scholar, Embase and African-specific databases such as African Journals Online …

Leveraging Administrative Health Data To Capture Rare Adverse Drug Reactions: Identifying Pediatric Patients With Trimethoprim-Sulfamethoxazole Acute Respiratory Distress Syndrome., Keith Feldman, Jenna Miller, Katherine Doane, Laura Loftis, James W. Antoon, Kevin J. Downes, Jennifer Goldman

Manuscripts, Articles, Book Chapters and Other Papers

Rare adverse drug reactions (ADRs) are underrecognized and underreported in the electronic medical record (EMR). These events often require clinical review, making systematic identification challenging. The study aim was to develop an approach to prioritize identification and validation of a rare ADR to trimethoprim-sulfamethoxazole causing acute respiratory distress syndrome (TMP-SMX ARDS) across medical institutions. We developed a clinical phenotype based on 2 local TMP-SMX ARDS cases mapped to standardized elements of a national comparative healthcare database (PHIS). We validated identification of TMP-SMX ARDS at scale across medical institutions. A set of scoring criteria was created to prioritize cases and generate …

A Cooking Skills Intervention For Long-Term Weight Loss In Young Adults With Intellectual Disabilities: Rationale And Design For A Randomized Trial., Lauren T. Ptomey, Jessica C. Danon, Delwyn Catley, Richard A. Washburn, Amy Bodde, Francisco J. Diaz, Brian C. Helsel, Anna M. Rice, Joseph R. Sherman, Madison Koester, Walker S. Mckinney Ph.D., Joseph E. Donnelly

Manuscripts, Articles, Book Chapters and Other Papers

Young adults with intellectual disability (ID) are an underserved population with a high prevalence of obesity, obesity-related health conditions, and reduced ability to complete instrumental and basic activities of daily living (I/ADLs). After leaving the structured environment of public school, many young adults with ID spend more time at home or in day programs, begin living more independently, or enter the workforce. These transitions may increase reliance on fast or processed foods and reduce opportunities for physical activity, contributing to accelerated weight gain. Previous research has demonstrated clinically meaningful short- and long-term weight loss (18-24 months) in adults with mild-to-moderate …

Adrenal Crises And Quality Of Life After Bilateral Adrenalectomy Vs Primary Autoimmune Adrenal Insufficiency, Alexandra N Bancos, Raul Gregg-Garcia, Natalia Genere, Sanan Mahrokhian, Sara J Achenbach, Elizabeth J Atkinson, Anand Vaidya, Irina Bancos

Faculty, Staff and Students Publications

Context: Bilateral adrenalectomy (BLA) and autoimmune adrenal insufficiency (AAI) are 2 major causes of primary adrenal insufficiency (PAI). Comparative data between etiologies are limited.

Objective: To compare management, quality of life (QoL), and frequency of adrenal crises between participants post-BLA vs AAI.

Methods: We conducted a dual-center, cross-sectional study of adults with AAI or BLA between 2018 and 2025. All participants completed questionnaires on management, adrenal crises, and the Addison Disease-specific QoL Questionnaire (AddiQoL).

Results: Of 343 participants, 203 had AAI (median age 54 years, 72% women) and 139 had BLA (median age 57 years, 76% women). AddiQoL scores were …