Digital Commons Network^™

Development And Implementation Of An Mri-Only Simulation, Planning, And Treatment Workflow For Prostate Radiotherapy Using Synthetic Ct On Mr-Linac, Reza Reiazi, Yao Ding, Sarath Vijayan, Jinzhong Yang, Ergys Subashi, Yao Zhao, Belinda M Lee, Hunter L Emory, Vi T Dinh, Greg L Swiedom, Jie Deng, Mu-Han Lin, Peter Balter, Rajat J Kudchadker, Elaine E Cha, Seungtaek Choi, Yusung Kim, Eun Young Han, Surendra Prajapati

Faculty, Staff and Student Publications

Purpose: We evaluated the feasibility of a magnetic resonance (MR)-only simulation, planning, and treatment (MROSPT) workflow for prostate cancer patients using synthetic computed tomography (sCT) generated from magnetic resonance imaging (MRI) data. By validating sCT-based dose calculations, we aimed to streamline radiotherapy workflows, eliminate the need for CT simulation, and enable reliable clinical implementation of MR-based radiotherapy for MR-linac (MRL).

Methods: We developed a comprehensive workflow encompassing the entire process from initial consultation to treatment delivery. After developing the workflow, a retrospective dosimetric validation study was performed on nine men with prostate cancer. They underwent CT and MRI simulations, and …

Hypoglossal Neuropathy In The Pathogenesis Of Fibrosis-Related Late-Radiation Associated Dysphagia: A Correlative Analysis Utilizing Electromyography To Explore The Frequency Of Clinical And Subclinical Neuropathy In A Pilot Dysphagia Trial, Holly Mcmillan, Christine Okoro, Sheila Buoy, Karin Woodman, Nicolaas Anderson, Clifton Fuller, Stephen Y Lai, Katherine Hutcheson

Faculty, Staff and Student Publications

Background: Late radiation-associated dysphagia (late-RAD) commonly presents in patients with signs of hypoglossal neuropathy, with hallmark clinical features including lingual atrophy, deviation, and fasciculation. Gold-standard electromyography (EMG) has not been used to explore the frequency of hypoglossal neuropathy in patients with late-RAD.

Methods: Exploratory post hoc secondary analysis of MANTLE trial (NCT03612531) was completed. The presence of cranial nerve XII (CN XII) neuropathy was classified by (1) features of clinical assessment as well as (2) intramuscular genioglossus EMG pre-MANTLE intervention in disease-free HNC survivors ≥ 2 years post-radiotherapy (RT) with grade ≥ 2 fibrosis and dysphagia.

Results: All …

The American College Of Radiology Diagnostic Fluoroscopy Dose Index Registry Pilot: Dosimetric Performance And Benchmarking Challenges, Steve D Mann, Donald L Miller, Grant Fong, Allen R Goode, Emily L Marshall, Thomas Nishino, Pavlina Boxx, Liqiang Ren, Celalettin Topbas, Alan H Schoenfeld, Vivek Singh, Jie Zhang

Faculty, Staff and Student Publications

Background: The ACR Diagnostic Fluoroscopy Dose Index Registry (DIR-Fluoro) is expanding to include diagnostic fluoroscopy. Variations in dose reference points and overhead radiography events may introduce unique challenges for benchmarking.

Purpose: To survey the technological status and dosimetric performance of fluoroscopes participating in the DIR-Fluoro pilot project, focusing on longitudinal stability and variability of fluoroscopic dose reporting accuracy across multiple institutions and vendors.

Methods: Sixty-six fluoroscopic systems from nine institutions (24 facilities) were surveyed for facility type, fluoroscope type, image receptor type, age, dose reporting capabilities, and other key features. Of these, 56 were evaluable. Semi-annual measurements assessed reference air …

Presenilin L166p Mutation, A Model Of Familial Alzheimer's Disease, Leads To Early Onset Bone Loss, Vidyani Suryadevara, Connor J Krehbial, Anuradha K Valiya, Melinda Vang, Julian Balanta-Melo, Pierre P Eleniste, Sumana Posritong, Jung Min Hong, Katie Chester, Gabriel M Pagnotti, Teresita Bellido, Monte S Willis, Angela Bruzzaniti

Faculty, Staff and Student Publications

Accelerated bone loss has been reported in the early stages of Alzheimer's disease (AD) as indicated by reduced bone mineral density and increased fracture risk in these patients, compared to healthy individuals. In the present study, we investigated bone loss in mouse models of familial Alzheimer's disease harboring the Presenilin 1 (L166P) knock-in mutation (PSEN1 KI), with or without the human amyloid precursor protein transgene (hAPP Tg+) known to induce brain amyloid pathology by 6 months. Female and not male 12-month PSEN1/hAPP Tg+ mice exhibited reduced whole-body bone mineral density and bone mineral content, compared to sex-matched controls. Consistent with …

A Guide To Transcriptomic Deconvolution In Cancer, Yaoyi Dai, Shuai Guo, Yidan Pan, Carla Castignani, Matthew D Montierth, Peter Van Loo, Wenyi Wang

Faculty, Staff and Student Publications

Cancer tissues are heterogeneous mixtures of tumour, stromal and immune cells, where each component comprises multiple distinct cell types and/or states. Mapping this heterogeneity and understanding the unique contributions of each cell type to the tumour transcriptome is crucial for advancing cancer biology, yet high-throughput expression profiles from tumour tissues only represent combined signals from all cellular sources. Computational deconvolution of these mixed signals has emerged as a powerful approach to dissect both cellular composition and cell-type-specific expression patterns. Here, we provide a comprehensive guide to transcriptomic deconvolution, specifically tailored for cancer researchers, presenting a systematic framework for selecting and …

Partial Laryngectomy For Thyroid Cancer: A Single Institution Case Series With Operative Techniques, Ella E Hawes, Victoria E Banuchi, Anastasios Maniakas, Jennifer R Wang, Paul H Graham, Julia D Diersing, Naifa L Busaidy, Maria E Cabanillas, Ramona Dadu, Sarah Hamidi, Priyanka Iyer, Steven G Waguespack, Salmaan Ahmed, Sahar Alizada, Alexandra Belcastro, Ranim Alsharif, Mimi I Hu, Mark E Zafereo

Faculty, Staff and Student Publications

Background: Partial laryngectomy has been well described as a management option for T1-3 laryngeal squamous cell cancers. However, there are a few case reports of partial laryngeal surgery for locally advanced thyroid carcinoma.

Methods: This is a case series of five patients with thyroid carcinoma (one primary and four recurrent) with laryngeal involvement who underwent partial laryngectomy.

Results: All patients had complete surgical resection without perioperative complications or postoperative speech or swallowing deficits, and none required a feeding tube or tracheostomy tube. No patients had postoperative radiation therapy or started systemic therapy within 2 years of surgery, while two patients …

Melody: Mediation Analysis In Logistic Regression For High-Dimensional Mediators And A Binary Outcome, Sunyi Chi, Xingyu Li, Peng Wei, Xuelin Huang

Faculty, Staff and Student Publications

Mediation analysis is a pivotal tool for elucidating the indirect effect of an environmental factor or treatment on disease through potentially high‐dimensional omics data, such as gene expression profiles. However, traditional mediation analysis methods tailored for binary outcomes often rely on the rare disease assumption in logistic regression and provide inadequate measures of total mediation effect when multiple mediators have effects in different directions. In this paper, we develop a MEdiation analysis framework in LOgistic regression for high‐Dimensional mediators and a binarY outcome (MELODY). It leverages a second‐moment‐based measure analogous to the ��2 for linear models to quantify the total …

Tumour-Brain Crosstalk Restrains Cancer Immunity Via A Sensory-Sympathetic Axis, Haohan K Wei, Chuyue D Yu, Bo Hu, Xing Zeng, Hiroshi Ichise, Liang Li, Yu Wang, Ruiqi L Wang, Ronald N Germain, Rui B Chang, Chengcheng Jin

Faculty, Staff and Student Publications

Body–brain communication has emerged as a key regulator of tissue homeostasis1–5. Solid tumours are innervated by different branches of the peripheral nervous system and increased tumour innervation is associated with poor cancer outcomes6–8. However, it remains unclear how the brain senses and responds to tumours in peripheral organs, and how tumour–brain communication influences cancer immunity. Here we identify a tumour–brain axis that promotes oncogenesis by establishing an immune-suppressive tumour microenvironment. Combining genetically engineered mouse models with neural tracing, tissue imaging and single-cell transcriptomics, we demonstrate that lung adenocarcinoma induces innervation and functional …

Patient Wait Time And Throughput Interventions In The Cardiology Outpatient Setting, Chioma Ohiri Tawose

Electronic Theses and Dissertations

Healthcare collaboration and patient care require effective communication. Poor communication impacts wait time. Inadequate communication in the outpatient cardiology clinic can lead to disruptive patient throughput, or workflow, and extend patient length of visit. The purpose of this project was to implement a means of communication for clinicians and healthcare assistants to improve patient flow and cut down idleness, ultimately reducing patient wait time. The project established the incorporation of a built-in electronic health record communication notification system, the Event Button, for asynchronous communication between staff. A quantitative quality improvement design was used to conduct this project. Inferential and descriptive …

Kawasaki Disease, Children's Mercy Kansas City

Clinical Pathways

No abstract provided.

Venous Thromboembolism In Aggressive B-Cell Lymphoma Patients Treated With Cd19 Car-T Therapy: Single-Institution Study, Neha Venkatesh, Kevin Milligan, Julia Parrish, Yun Qing, Ryan Sun, Paolo Strati, Jeremy Ramdial, Amy Ayers, Sairah Ahmed, Cristhiam Rojas Hernandez

Faculty, Staff and Student Publications

Background: Large B-cell lymphomas (LBCLs) are a common subtype of non-Hodgkin lymphomas. CD19 chimeric antigen receptor T-cell (CAR-T) therapy has revolutionized LBCL treatment, with high remission rates but also significant toxicities, including cytokine release syndrome (CRS) and immune effector cell-associated neurotoxicity syndrome (ICANS). Venous thromboembolism (VTE) in CAR-T therapy patients is understudied.

Objective: This study aims to determine the incidence and characteristics of acute VTE in LBCL patients treated with CAR-T therapy and identify baseline clinical features associated with VTE. Methods: We retrospectively reviewed 172 adult LBCL patients treated with CAR-T therapy from January 2018 to November 2019 at MD …

Tbr2-Dependent Parallel Pathways Regulate The Development Of Distinct Iprgc Subtypes, Takae Kiyama, Ching-Kang Chen, Halit Y Altay, Yu-Jiun Chen, Leviette Sigala, Dan Su, Steven Eliason, Brad A Amendt, Chai-An Mao

Faculty, Staff and Student Publications

The intrinsically photosensitive retinal ganglion cells (ipRGC) are the conduit between the retina and brain regions responsible for non-image-forming and image-forming vision. In mice, six ipRGC subtypes have been discovered based on morphological characteristics, functions, and molecular profiles. All ipRGCs arise from Tbr2-expressing RGCs during developmental stages and subsequently diverge and differentiate into the six mature, distinct subtypes in adult retinas. However, the cellular and molecular mechanisms controlling the formation and maturation of the six ipRGC subtypes remain elusive. Here, we demonstrate that two Tbr2-dependent transcription factors, Iroquois‑related homeobox 1 (Irx1) and T-box containing factor 20 (Tbx20), are key downstream …

Artificial Intelligence In Cardiology: An Updated Systematic Review With Ethical Considerations And Challenges In Implementing Artificial Intelligence Models, Dev Patel, Reshmitha Kantamneni, Jabez David John, Tirath Patel, Arnesh Shukla, Ayesha Salma, Nikhilesh Anand

School of Medicine Publications

The integration of artificial intelligence (AI) in cardiovascular medicine presents a transformative opportunity to enhance diagnostic accuracy and improve patient outcomes. This systematic review evaluates the impact of AI on cardiovascular diagnostics with a focus on its ability to surpass traditional methods in accuracy, efficiency, and predictive capabilities. Machine learning and deep learning have demonstrated significant advancements in areas such as echocardiography, electrocardiography, computed tomography angiography, and predictive analytics.

AI algorithms have demonstrated superior performance in identifying subtle patterns and anomalies. Additionally, AI has shown promise in predictive analytics, forecasting disease progression and tailoring treatment plans, thereby improving patient outcomes. …

Multi-Institutional Modified Delphi For Genomics In Expert Consensus Survey Of Genomic Testing For Anterior Skull Base Malignancies, Anirudh Saraswathula, Shreya Sriram, Corinna Levine, Nyall R London, Shirley Y Su, Mathew Geltzeiler, Sanjeet V Rangarajan, Ian Witterick, Brian Thorp, Kathleen Kelly Gallagher, Kenneth Byrd, Ricardo Carrau, Waleed Abuzeid, Eric Wang, Carl Snyderman, Erin L Mckean

Faculty, Staff and Students Publications

Objectives: The use of genomic testing for patients with anterior skull base malignancies has grown dramatically. There are no clear guidelines on indications for testing. As the literature on the subject is still in early stages, there is a need for expert consensus. We conducted a modified Delphi expert consensus process with high-volume North American cranial base surgical programs.

Design setting participants: A modified Delphi consensus approach was used, following the method laid out by the American Academy of Otolaryngology-Head and Neck Surgery, and included 13 high-volume care centers. An otolaryngologist was appointed at each location to serve as the …

The Changing Landscape Of Pediatric Cardiology Fellowship Applications: An Update On Objective Metrics And Current Evaluation Practices, William B Kyle, Tam T Doan, James C Wilkinson

Faculty, Staff and Students Publications

The application process for medical training fellowships has evolved significantly over the last decade. Important changes in access to quantitative data, the standardized application itself, and an unprecedented shift in the interview process have forced fellowship leaders to alter their evaluation process. This study aimed to assess each of those aspects of the pediatric cardiology fellowship application process. We review the application itself, focusing on the Experiences section of the Electronic Residency Application Service (ERAS) evaluation and the Pediatric Cardiology Fellowship Evaluation Form, which accompanies each letter of recommendation (LOR). In addition to these novel analyses, we present peer-reviewed literature …

Internet-Delivered Cognitive-Behavioral Intervention For Pain In Pediatric Acute Recurrent And Chronic Pancreatitis: A Multicenter Randomized Controlled Trial, Tonya M Palermo, Rui Li, Chuan Zhou, Homer Aalfs, Gretchen Cress, Mark Lowe, Maisam Abu-El-Haija, Ankur Chugh, Elissa M Downs, Douglas S Fishman, Alvin Jay Freeman, Matthew J Giefer, Tanja Y Gonska, Sohail Z Husain, Douglas Lindblad, Quin Y Liu, Asim Maqbool, Jacob A Mark, Brian A Mcferron, Megha S Mehta, Robert Adam Noel, Emily R Perito, Fuchenchu Wang, Ying Yuan, Yuhua Zheng, Aliye Uc, Consortium For The Study Of Chronic Pancreatitis, Diabetes, And Pancreatic Cancer (Cpdpc)

Faculty, Staff and Students Publications

Objectives: Abdominal pain is common and associated with high disease burden and health care costs in pediatric acute recurrent (ARP) and chronic pancreatitis (CP). Despite the effectiveness of psychological interventions in other abdominal pain populations, studies have not evaluated these interventions for pediatric pancreatitis pain. We evaluated the feasibility, acceptability, and preliminary efficacy of internet-delivered cognitive-behavioral therapy (CBT) for reducing pancreatitis-related abdominal pain and improving pain interference, anxiety, depression, activity limitations, and health-related quality of life.

Methods: We enrolled 90 adolescents (ages 10-19, 63% female) with ARP or CP and their parents into this randomized placebo-controlled multicenter trial from 15 …

Induction Of Yin Yang 1 (Yy1) Overexpression In Mature Adipocytes Promotes Dysfunctional Adipose Tissue And Systemic Insulin Resistance In Mice, Line Pedersen, Christy M Gliniak, Thomas Myhre Dale, Qingzhang Zhu, Chao Li, Jan-Bernd Funcke, Clair Crewe, Jiahui Luo, Lauren Palluth, Yi Zhu, Philipp E Scherer

Faculty, Staff and Students Publications

The ubiquitous transcription factor Ying Yang 1 (YY1) plays a fundamental role in multiple biological processes and is believed to regulate up to 10 % of all human genes. In thermogenic brown adipose tissue, YY1 has been linked to controlling mitochondrial gene expression and regulating cellular oxidative respiration, protecting against diet-induced obesity and alterations in energy balance. The role of YY1 in non-thermogenic, white adipose tissue, on the other hand, remains largely unknown. Here, we show that adipocyte-specific induction of YY1 promotes dysfunctional adipose tissue and systemic insulin resistance in mice. Long-term YY1 induction in mature adipocytes leads to reduced …

Rethinking The Centrality Of Brain Areas In Understanding Functional Organization, Benjamin Yost Hayden, Sarah R Heilbronner, Seng Bum Michael Yoo

Faculty, Staff and Students Publications

Parcellation of the cerebral cortex into functionally modular brain areas is foundational to cognitive and systems neuroscience. Here, we question the central status of brain areas from the perspectives of neuroanatomy and electrophysiology. We argue that the major ostensible determinants of brain function, such as cytoarchitecture and connectivity, seldom produce convergent parcellations. Brain areas themselves are just one of several equally important organizing principles; others include macroscale gradients, distributed networks, layers, columns and patches. We further argue that the evidence for a close correspondence between areal parcellation and cognitive function is weaker than is generally supposed. Indeed, many important cognitive …

Integrated Transcriptomic Landscape Of Medulloblastoma And Ependymoma Reveals Novel Tumor Subtype-Specific Biology, Sonali Arora, Nicholas Nuechterlein, Matt Jensen, Gregory Glatzer, Philipp Sievers, Srinidhi Varadharajan, Andrey Korshunov, Felix Sahm, Stephen C Mack, Michael D Taylor, Taranjit S Gujral, Eric C Holland

Faculty, Staff and Students Publications

Background: Medulloblastoma and ependymoma are common pediatric central nervous system tumors with significant molecular and clinical heterogeneity. While molecular subgrouping has enabled classification into molecular subtypes, the extent of heterogeneity within these subgroups remains poorly defined.

Methods: We collected bulk RNA sequencing data from 888 medulloblastoma and 370 ependymoma tumors to establish a comprehensive reference landscape. After rigorous batch effect correction, normalization, and dimensionality reduction, we generated a unified landscape to explore gene expression, signaling pathways, RNA fusions, and copy number variations.

Results: Our transcriptional analysis revealed distinct clustering patterns, including two primary ependymoma compartments, EPN-E1 and EPN-E2, each with …

The Hidden Link Between Endometriosis And Obesity: A State-Of-The-Art Review, Shefali N Desai, Christina C Reed, Yamely Mendez, Qiannan Yang, Xiaoming Guan

Faculty, Staff and Students Publications

Endometriosis remains an under-researched disease with a wide range of symptoms. Endometriosis reduces a woman's quality of life and professional productivity, yet its exact causes, risk factors, and treatment have yet to be elucidated. Body mass index and endometriosis have been observed to be inversely related; however, this relationship may only be a correlation rather than a causation. Obesity may play a role in the inflammation and cell proliferation associated with endometriosis through the complex signaling pathways of adipokines. A literature review was done on endometriosis and obesity to gain insight and synthesize knowledge about opportunities to improve endometriosis care, …

"He Just Wants Someone To Hear Him And Listen To Him": Barriers And Facilitators To Autistic Youth With Anxiety Receiving Quality Mental Healthcare, Daylin Delgado, Shannon C Lapoint, Grace Lee Simmons, Julia M Heinly, Whitney S Shepherd De, Bridgett Kiernan, Lauren Brookman-Frazee, Eric A Storch, Brenna B Maddox

Faculty, Staff and Students Publications

About half of autistic youth present with clinically interfering anxiety. Psychotherapies with exposure-focused elements are effective in academic clinical settings and controlled trials. However, there is relatively less research examining the implementation of modified interventions for autistic youth with anxiety in community mental health settings. The current study explores community members' perceptions of barriers and facilitators that impact autistic youth with anxiety's receipt of quality mental health services in their community. Semi-structured interviews were conducted with 15 autistic youth, 15 caregivers of autistic youth, 11 community mental health clinicians, and 8 community mental health clinic leaders. Interviews were analyzed thematically. …

Life-Extending Interventions Do Not Necessarily Result In Compression Of Morbidity: A Case Example Offering A Robust Statistical Approach, Deependra K Thapa, Wasiuddin Najam, Erik S Parker, Xi Rita Wang, Daniel L Smith, Ufuk Beyaztas, James F Nelson, Steven N Austad, Gary A Churchill, David B Allison

Children’s Nutrition Research Center Staff Publications

Despite extensive research on life-extending interventions, rigorous statistical techniques to determine their impact on compression of morbidity (CoM) are rarely used. We present a case example of an analytical method for examining the effect of life-extending dietary interventions on CoM by comparing the rates of decline in vitality and survival toward the end of life. Using data from previous experimental studies in mice, we calculated the average rate of vitality decline by fitting exponential decay models to individual vitality trajectories and compared this rate with the rate of survival decline estimated from Cox proportional hazards model. The results showed that, …

Deep Brain Stimulation Response Circuits In Obsessive-Compulsive Disorder, Andreas Horn, Ningfei Li, Garance M Meyer, Ron Gadot, Nicole R Provenza, Sameer A Sheth

Faculty, Staff and Students Publications

In the field of deep brain stimulation (DBS), two major themes are currently making significant progress. First, the framework of connectomic DBS, in which circuits that are associated with improvements of specific symptoms are described and targeted to improve and potentially personalize treatment. Second, the concept of brain sensing and adaptive DBS, which aims at identifying neural biomarkers that may guide stimulation in a closed-loop fashion.

In DBS for Obsessive Compulsive Disorder (OCD), substantial progress has been made on both ends, over the last five years. Together, results begin to draw a picture of exactly which circuit is …

An Examination Of Racial Bias In Scoring The Autism Diagnostic Observation Schedule (Ados) Module 3: An Item Response Theory Analysis, Yuen Yvonne Yu, Austin Wyman, Calliana J Faulk, Lizzy J Fulop, Rebecca L Greenberg, Rachel M Benecke, Lauren K Steinbeck, Jessica Foy, Caitlyn Kim, George O Emory, Eric A Storch, Casey J Zampella, Benjamin E Yerys, Robert T Schultz, Julia Parish-Morris, John D Herrington, Caitlin C Clements

Faculty, Staff and Students Publications

Given the rising prevalence of autism among racial minority children in the United States, but persistent service use disparities, this study examines potential bias in specific items from the autism diagnostic observation schedule (ADOS), a highly regarded autism evaluation. We leveraged unidimensional item response theory graded response models and a sample of 735 children to analyze the differential item functioning (DIF) of items within ADOS Module 3. Three items showed significant signs of racial bias: A1 (overall language level), A5 (offers information), and D5 (compulsions and rituals). On these items, Black/African American and Asian children were usually more likely to …

Maternal Myo-Inositol Intake And Congenital Heart Defects In Offspring: A Population-Based Case-Control Study, Ruiqi Cen, L Joseph Su, Jun Ying, Mohammed S Orloff, Elijah H Bolin, Xiangyang Lou, Lynn M Almli, Lorenzo D Botto, Marilyn L Browne, Richard H Finnell, Mary M Jenkins, Eirini Nestoridi, Andrew F Olshan, Paul A Romitti, Gary M Shaw, Wendy N Nembhard

Faculty, Staff and Students Publications

Objective: To investigate associations between maternal periconceptional (three months prior through the third pregnancy month) myo-inositol intake and the odds of selected congenital heart defects in offspring.

Design: A population-based case-control study using the National Birth Defects Prevention Study (NBDPS) database.

Setting: United States.

Population or sample: Women with singleton live births without major birth defects (controls) and women with singleton live births, stillbirths, or terminations with selected nonsyndromic congenital heart defects (CHD; cases).

Methods: Descriptive analyses, logistic regression models, ascertainment of myo-inositol intake from supplements and food using a shortened food frequency questionnaire and survey.

Main outcome measures: Odds …

“Now That The Baby Is Out, I Can Be Vaccinated”: A Qualitative Study On Covid-19 Vaccine Hesitancy In Pregnant Women In Kilifi, Kenya, Angela Koech, Onesmus Wanje, Grace Mwashigadi, Geoffrey Katana, Richmond Mdindi, Peter Mwangome, Rachel Craik, Marianne Vidler, Mai-Lei Kinshella, Marleen Temmerman

Centre of Excellence in Women and Child Health

COVID-19 vaccines are safe and effective in pregnancy, but vaccine hesitancy limits uptake and effectiveness. This study explored COVID-19 vaccine hesitancy in pregnancy in Kilifi, coastal Kenya, to elicit reasons for vaccine hesitancy and acceptance, and to compile misconceptions around vaccination in pregnancy. Twenty-three in-depth interviews were conducted with pregnant women, mothers who had given birth in the previous 2 years and health workers (community health promoters, nurses, and supervisors). Data were analyzed using thematic template analysis based on the Vaccine Hesitancy Determinants Matrix. Concern about vaccine safety for the unborn baby was a major driver of hesitancy. Many pregnant …

Qualitative Exploration Of Factors Associated With Covid-19 Vaccination Among Pregnant Women In Kenya, Violet Naanyu, Ferdinand Okwaro, Ingrid Gichere, Mandeep Sura, Prachi Singh, Berhaun Fesshaye, Marleen Temmerman

Centre of Excellence in Women and Child Health

The COVID-19 pandemic significantly disrupted societies worldwide, and COVID-19 vaccination has been identified as instrumental in the fight against the pandemic. While studies have examined uptake of COVID-19 vaccination, more research is needed to gain a better understanding of the factors influencing pregnant women’s decisions to get vaccinated. In this study, we used a cross-sectional descriptive qualitative study to explore the attitudes, beliefs, and behaviors related to COVID-19 vaccination during pregnancy in Kenya. A total of 50 in-depth interviews were conducted between October 2023 to March 2024 with a purposively drawn sample of 25 pregnant and 25 postpartum women during …

Investigating The Risk Factors Affecting The Control Of Diabetes And Hypertension In The Refugees Living In Egypt, Noura Seada

Theses and Dissertations

Introduction: Non-Communicable Diseases (NCDs) account for 74% of global deaths, with high prevalence of Diabetes and Hypertension worldwide. Egypt hosts over 1 million registered refugees and asylum seekers, often lacking inclusion in social protection or insurance schemes. This study aimed to assess the factors affecting the control of Type 2 Diabetes (T2D) and Hypertension (HTN) among Syrian and Sudanese refugees in Egypt, focusing on healthcare access, sociodemographic characteristics, lifestyle, and health behaviours.

Methods: This study employed a cross-sectional design using a self-administered questionnaire and BMI measurement. Data were collected from 246 refugees diagnosed with type T2D and/or HTN in the …

Evaluation Of Large Language Models As Decision Support Tools For Head And Neck Cancer Management: A Blinded Multidisciplinary Simulation Study, Sholem Hack, Ron J. Karni, Antonino Maniaci, Christopher E. Fundakowski, Luca Castellani, Fabiola Incandela, Remo Accorona, Miguel Mayo-Yanez, Martina Violati, Lorenzo Giannini, Niccolo' Mevio, Alberto Maria Saibene

Department of Otolaryngology - Head and Neck Surgery Faculty Papers

BACKGROUND: The management of head and neck cancer relies on multidisciplinary expertise; however, access to tumor boards remains variable. Large language models (LLMs) may support guideline-based decision-making, although performance in complex oncologic scenarios is not well defined.

METHODS: Fourteen synthetic cases based on real tumor board encounters were evaluated. Five blinded comparator arms produced recommendations: a human expert, Non-RAG-GPT-4, Non-RAG-GPT-5, RAG-GPT-4, and RAG-GPT-5. Eight head and neck oncologic surgeons scored each recommendation for appropriateness, clarity, specificity, and feasibility using 5-point Likert scales. Paired permutation testing and inter-rater reliability were assessed.

RESULTS: LLM outputs showed close alignment with expert recommendations. RAG-based …

Supercharging-Enhanced Ndia-Ms Enables Global Profiling Of Drug-Induced Proteome Solubility Shifts, Yun Xiong, Huimin Zhang, Lin Tan, Bo Wei, John N Weinstein, Philip L Lorenzi

Faculty, Staff and Student Publications

Mass spectrometry (MS) is indispensable for high-throughput quantitation of protein expression. But protein function is regulated by factors beyond abundance alone. Here, we evaluate two supercharging reagents, dimethyl sulfoxide (DMSO) and m-nitrobenzyl alcohol (mNBA), in narrow-window data-independent acquisition (nDIA)-MS. DMSO markedly enhances MS signal and protein identification, whereas mNBA primarily increases peptide identifications. Optimizating nDIA-MS with 3% DMSO boosts signal intensity by up to 56%, enabling identification of ~9,600 proteins from 1 µg HeLa digest in 15 min. Using this methodology, we quantify solubility and abundance changes in 8,694 proteins across three cell lines following short-term treatment with the proteasome …