Digital Commons Network^™

Translational Genomics Of Osteoarthritis In 1,962,069 Individuals, Konstantinos Hatzikotoulas, Lorraine Southam, Lilja Stefansdottir, Cindy G Boer, Merry-Lynn Mcdonald, J Patrick Pett, Young-Chan Park, Margo Tuerlings, Rick Mulders, Andrei Barysenka, Ana Luiza Arruda, Vinicius Tragante, Alison Rocco, Norbert Bittner, Shibo Chen, Susanne Horn, Vinodh Srinivasasainagendra, Ken To, Georgia Katsoula, Peter Kreitmaier, Amabel M M Tenghe, Arthur Gilly, Liubov Arbeeva, Lane G Chen, Agathe M De Pins, Daniel Dochtermann, Cecilie Henkel, Jonas Höijer, Shuji Ito, Penelope A Lind, Bitota Lukusa-Sawalena, Aye Ko Ko Minn, Marina Mola-Caminal, Akira Narita, Chelsea Nguyen, Ene Reimann, Micah D Silberstein, Anne-Heidi Skogholt, Hemant K Tiwari, Michelle S Yau, Ming Yue, Wei Zhao, Jin J Zhou, George Alexiadis, Karina Banasik, Søren Brunak, Archie Campbell, Jackson T S Cheung, Joseph Dowsett, Tariq Faquih, Jessica D Faul, Lijiang Fei, Anne Marie Fenstad, Takamitsu Funayama, Maiken E Gabrielsen, Chinatsu Gocho, Kirill Gromov, Thomas Hansen, Georgi Hudjashov, Thorvaldur Ingvarsson, Jessica S Johnson, Helgi Jonsson, Saori Kakehi, Juha Karjalainen, Elisa Kasbohm, Susanna Lemmelä, Kuang Lin, Xiaoxi Liu, Marieke Loef, Massimo Mangino, Daniel Mccartney, Iona Y Millwood, Joshua Richman, Mary B Roberts, Kathleen A Ryan, Dino Samartzis, Manu Shivakumar, Søren T Skou, Sachiyo Sugimoto, Ken Suzuki, Hiroshi Takuwa, Maris Teder-Laving, Laurent Thomas, Kohei Tomizuka, Constance Turman, Stefan Weiss, Tian T Wu, Eleni Zengini, Yanfei Zhang, Arcogen Consortium, Argo Consortium, Dbds Genomic Consortium, Estonian Biobank Research Team, Finngen, Genes & Health Research Team, Hunt All-In Pain, Million Veteran Program, Regeneron Genetics Center, Manuel Allen Revez Ferreira, George Babis, Aris Baras, Tyler Barker, David J Carey, Kathryn S E Cheah, Zhengming Chen, Jason Pui-Yin Cheung, Mark Daly, Renée De Mutsert, Charles B Eaton, Christian Erikstrup, Ove Nord Furnes, Yvonne M Golightly, Daniel F Gudbjartsson, Nils P Hailer, Caroline Hayward, Marc C Hochberg, Georg Homuth, Laura M Huckins, Kristian Hveem, Shiro Ikegawa, Muneaki Ishijima, Minoru Isomura, Marcus Jones, Jae H Kang, Sharon L R Kardia, Margreet Kloppenburg, Peter Kraft, Nobuyuki Kumahashi, Suguru Kuwata, Ming Ta Michael Lee, Phil H Lee, Robin Lerner, Liming Li, Steve A Lietman, Luca Lotta, Michelle K Lupton, Reedik Mägi, Nicholas G Martin, Timothy E Mcalindon, Sarah E Medland, Karl Michaëlsson, Braxton D Mitchell, Dennis O Mook-Kanamori, Andrew P Morris, Toru Nabika, Fuji Nagami, Amanda E Nelson, Sisse Rye Ostrowski, Aarno Palotie, Ole Birger Pedersen, Frits R Rosendaal, Mika Sakurai-Yageta, Carsten Oliver Schmidt, Pak Chung Sham, Jasvinder A Singh, Diane T Smelser, Jennifer A Smith, You-Qiang Song, Erik Sørensen, Gen Tamiya, Yoshifumi Tamura, Chikashi Terao, Gudmar Thorleifsson, Anders Troelsen, Aspasia Tsezou, Yuji Uchio, A G Uitterlinden, Henrik Ullum, Ana M Valdes, David A Van Heel, Robin G Walters, David R Weir, J Mark Wilkinson, Bendik S Winsvold, Masayuki Yamamoto, John-Anker Zwart, Kari Stefansson, Ingrid Meulenbelt, Sarah A Teichmann, Joyce B J Van Meurs, Unnur Styrkarsdottir, Eleftheria Zeggini

Faculty, Staff and Students Publications

Osteoarthritis is the third most rapidly growing health condition associated with disability, after dementia and diabetes1. By 2050, the total number of patients with osteoarthritis is estimated to reach 1 billion worldwide2. As no disease-modifying treatments exist for osteoarthritis, a better understanding of disease aetiopathology is urgently needed. Here we perform a genome-wide association study meta-analyses across up to 489,975 cases and 1,472,094 controls, establishing 962 independent associations, 513 of which have not been previously reported. Using single-cell multiomics data, we identify signal enrichment in embryonic skeletal development pathways. We integrate orthogonal lines of evidence, including …

Challenges And Opportunities Of Acquiring Cortical Recordings For Chronic Adaptive Deep Brain Stimulation, Jeffrey Herron, Aura Kullmann, Timothy Denison, Wayne K Goodman, Aysegul Gunduz, Wolf-Julian Neumann, Nicole R Provenza, Maryam M Shanechi, Sameer A Sheth, Philip A Starr, Alik S Widge

Faculty, Staff and Students Publications

Deep brain stimulation (DBS), a proven treatment for movement disorders, also holds promise for the treatment of psychiatric and cognitive conditions. However, for DBS to be clinically effective, it may require DBS technology that can alter or trigger stimulation in response to changes in biomarkers sensed from the patient's brain. A growing body of evidence suggests that such adaptive DBS is feasible, it might achieve clinical effects that are not possible with standard continuous DBS and that some of the best biomarkers are signals from the cerebral cortex. Yet capturing those markers requires the placement of cortex-optimized electrodes in addition …

Maternal-Fetal Surgery For Myelomeningocele Longitudinal Follow-Up Model: Mitigation Of Care Fragmentation Through Care Coordination And Outcomes Reporting, Jonathan Castillo, Mary M Locastro, Romain Corroenne, Anjali Malhotra, Alexander Van Speybroeck, Grace Lai, Michael A Belfort, Magdalena Sanz Cortes, Heidi Castillo

Faculty, Staff and Students Publications

Purpose

Methods

Results

Cdc’S Core Elements To Promote Diagnostic Excellence, Daniel J Morgan, Hardeep Singh, Arjun Srinivasan, Andrea Bradford, L Clifford Mcdonald, Preeta K Kutty

Faculty, Staff and Students Publications

Nearly a decade after the National Academy of Medicine released the "Improving Diagnosis in Health Care" report, diagnostic errors remain common, often leading to physical, psychological, emotional, and financial harm. Despite a robust body of research on potential solutions and next steps, the translation of these efforts to patient care has been limited. Improvement initiatives are still narrowly focused on selective themes such as diagnostic stewardship, preventing overdiagnosis, and enhancing clinical reasoning without comprehensively addressing vulnerable systems and processes surrounding diagnosis. To close this implementation gap, the US Centers for Disease Control and Prevention (CDC) released the Core Elements of …

Interventions To Improve Timely Cancer Diagnosis: An Integrative Review, Mark L Graber, Bradford D Winters, Roni Matin, Rosann T Cholankeril, Daniel R Murphy, Hardeep Singh, Andrea Bradford

Faculty, Staff and Students Publications

Cancer will affect more than one in three U.S. residents in their lifetime, and although the diagnosis will be made efficiently in most of these cases, roughly one in five patients will experience a delayed or missed diagnosis. In this integrative review, we focus on missed opportunities in the diagnosis of breast, lung, and colorectal cancer in the ambulatory care environment. From a review of 493 publications, we summarize the current evidence regarding the contributing factors to missed or delayed cancer diagnosis in ambulatory care, as well as evidence to support possible strategies for intervention. Cancer diagnoses are made after …

Establishing A Peritoneal Dialysis Technique Survival Core Outcome Measure: A Standardised Outcomes In Nephrology-Peritoneal Dialysis Consensus Workshop Report, Emma H Elphick, Karine E Manera, Andrea K Viecelli, Jonathan C Craig, Yeoungjee Cho, Angela Ju, Jenny I Shen, Martin Wilkie, Samaya Anumudu, Neil Boudville, Josephine Sf Chow, Simon J Davies, Patricia Gooden, Tess Harris, Arsh K Jain, Adrian Liew, Andrea Matus-Gonzalez, Noa Amir, Annie-Claire Nadeau-Fredette, Thu Nguyen, Angela Yee-Moon Wang, Daniela Ponce, Rob Quinn, Alison Jaure, David W Johnson, Mark Lambie, Peritoneal Dialysis International

Faculty, Staff and Students Publications

Background

Methods

Results

Navacaprant, A Novel And Highly Selective Kappa Opioid Receptor Antagonist, In Adults With Major Depressive Disorder: A Randomized, Double-Blind Phase 2 Clinical Trial, Sanjay J Mathew, Andrew J Cutler, Nicole C Visitacion, Michael Gold, Jason Yuan, Bill Aurora

Staff and Researcher Publications

PURPOSE/BACKGROUND: This phase 2a randomized, double-blind, placebo-controlled, 8-week trial assessed the efficacy and safety of navacaprant, a highly selective kappa opioid receptor antagonist, in adults with major depressive disorder (MDD).

METHODS/PROCEDURES: Participants with 17-Item Hamilton Depression Rating Scale (HAMD-17) scores of 14 to 30 were randomized 1:1 to once-daily navacaprant 80 mg or placebo (n = 102 each). The primary endpoint was HAMD-17 change from baseline (CFB) to week 8. Secondary endpoints included CFB in Snaith-Hamilton Pleasure Scale (SHAPS). No adjustment for multiple comparisons was made.

FINDINGS/RESULTS: At week 8, HAMD-17 CFB was not statistically significantly improved with navacaprant vs …

Older Adults' Experiences Of Emergency Department Admission Decisions: A Qualitative Study In A Public Safety Net Hospital, Anita N Chary, Annika Bhananker, Beatrice Torres, Victoria Sofia Martell, Manish N Shah, Aanand D Naik

Faculty, Staff and Student Publications

Background: Hospital admission is a significant event in the healthcare trajectory of older adults (age 60 +). Numerous harms such as delirium, falls, and adverse medication events can arise that outweigh the benefits of admission. Little is known about how older adults feel about being hospitalized or what they think admission will achieve for them. These issues are particularly important to understand in socioeconomically disadvantaged patients, who have poor access to outpatient care and higher hospitalization rates.

Methods: We performed semi-structured interviews with emergency department (ED) patients aged 60 and older who were being admitted. The study site was a …

Precision Proteogenomics Reveals Pan-Cancer Impact Of Germline Variants, Fernanda Martins Rodrigues, Nadezhda V Terekhanova, Kathleen J Imbach, Karl R Clauser, Myvizhi Esai Selvan, Isabel Mendizabal, Yifat Geffen, Yo Akiyama, Myranda Maynard, Tomer M Yaron, Yize Li, Song Cao, Erik P Storrs, Olivia S Gonda, Adrian Gaite-Reguero, Akshay Govindan, Emily A Kawaler, Matthew A Wyczalkowski, Robert J Klein, Berk Turhan, Karsten Krug, D R Mani, Felipe Da Veiga Leprevost, Alexey I Nesvizhskii, Steven A Carr, David Fenyö, Michael A Gillette, Antonio Colaprico, Antonio Iavarone, Ana I Robles, Kuan-Lin Huang, Chandan Kumar-Sinha, François Aguet, Alexander J Lazar, Lewis C Cantley, Urko M Marigorta, Zeynep H Gümüş, Matthew H Bailey, Gad Getz, Eduard Porta-Pardo, Li Ding

Faculty, Staff and Student Publications

We investigate the impact of germline variants on cancer patients' proteomes, encompassing 1,064 individuals across 10 cancer types. We introduced an approach, "precision peptidomics," mapping 337,469 coding germline variants onto peptides from patients' mass spectrometry data, revealing their potential impact on post-translational modifications, protein stability, allele-specific expression, and protein structure by leveraging the relevant protein databases. We identified rare pathogenic and common germline variants in cancer genes potentially affecting proteomic features, including variants altering protein abundance and structure and variants in kinases (ERBB2 and MAP2K2) impacting phosphorylation. Precision peptidome analysis predicted destabilizing events in signal-regulatory protein alpha (SIRPA) and glial …

Overlapping Clinical Phenotypes In Patients With Primary Ciliary Dyskinesia Or Activated Phosphoinositide 3-Kinase Delta Syndrome, Adam J Shapiro, Eveline Y Wu, Deborah J Morris-Rosendahl, Kenneth N Olivier, Sharon D Dell, Scott D Sagel, Cullen M Dutmer, Ricardo A Mosquera, Markus Rose, Michael G O'Connor, Chi A Ma, Gulbu Uzel, Timothy J Vece, Maimoona A Zariwala, Michael R Knowles, Margaret W Leigh, Stephanie D Davis, Thomas W Ferkol

Faculty, Staff and Student Publications

Primary ciliary dyskinesia and activated phosphoinositide 3-kinase delta syndrome type 1 present similarly, with recurrent respiratory infections and reduced nasal nitric oxide levels. When diagnostic confirmation of primary ciliary dyskinesia with genetic testing and/or ciliary electron microscopy is inconclusive, activated phosphoinositide 3-kinase delta syndrome type 1 and other inborn errors of immunity must be investigated.

Optimal Delay Time To Initiate Anticoagulation After Ischemic Stroke In Atrial Fibrillation: A Pragmatic, Response-Adaptive Randomized Clinical Trial, Steven J Warach, Lisa A Davis, Patrick Lawrence, Byron Gajewski, Jo Wick, Fred Shi, Ty T Shang, Daiwai M Olson, Sidarrth Prasad, Lee Birnbaum, Jody M Richardson, Sean I Savitz, Mark P Goldberg, Salvador Cruz-Flores, Israel Alba, Jane Anderson, Barbara Kimmel, Chethan P Venkatasubba Rao, Ben King, Adrienne N Dula, Truman J Milling

Faculty, Staff and Students Publications

Importance: Clinical practice guidelines recommend initiation of anticoagulation within 2 weeks after stroke with atrial fibrillation. It is unknown whether there is an optimal starting day within the 14-day period that balances the risks of recurrent embolic events against serious hemorrhagic events.

Objective: To determine if there is an optimal delay time to initiate treatment with a direct oral anticoagulant after atrial fibrillation-related stroke that minimizes the risk of a composite outcome of ischemic or hemorrhagic events.

Design, setting, and participants: This phase 2, pragmatic, response-adaptive randomized clinical trial was conducted between June 2017 and June 2023 at acute care …

Spaceflight Associated Neuro-Ocular Syndrome (Sans) And Its Countermeasures, Tuan Nguyen, Joshua Ong, Tyson Brunstetter, C Robert Gibson, Brandon R Macias, Steven Laurie, Thomas Mader, Alan Hargens, Jay C Buckey, Mimi Lan, Peter Wostyn, Cihan Kadipasaoglu, Scott M Smith, Sara R Zwart, Benjamin J Frankfort, Sarah Aman, Jessica M Scott, Ethan Waisberg, Mouayad Masalkhi, Andrew G Lee

Faculty, Staff and Students Publications

Astronauts can develop a distinct collection of neuro-ophthalmic findings during long duration spaceflight, collectively known as Spaceflight Associated Neuro-ocular Syndrome (SANS). These clinical characteristics include optic disc edema, hyperopic refractive shifts, globe flattening, and chorioretinal folds, which may pose a health risk for future space exploration. Obtaining knowledge of SANS and countermeasures for its prevention is crucial for upcoming crewed space missions and warrants a multidisciplinary approach. This review examines the potential causes and countermeasures of SANS, including space anticipation glasses, lower body negative pressure, venoconstrictive thigh cuffs, impedance threshold devices, translaminar pressure gradient modulation, centrifugation, artificial gravity, pharmaceuticals, and …

Comparative Risk Of Mortality In New Users Of Prescription Opioids For Noncancer Pain: Results From The International Pharmacosurveillance Study, Meghna Jani, Nadyne Girard, David W Bates, David L Buckeridge, William G Dixon, Robyn Tamblyn

Faculty, Staff and Students Publications

Although opioids continue to be used internationally for noncancer pain, evidence to date on the comparative safety of different opioids is sparse and conflicting. The aim of this study was to examine the comparative risk of all-cause mortality in patients newly initiated on opioids for noncancer pain, across 3 jurisdictions in the United Kingdom (UK), United States, and Canada. A multicentre retrospective, population-based cohort study was conducted. Data sources included UK national primary care electronic health records (Clinical Practice Research Datalink), The Partners HealthCare Research Patient Data in Boston (US), and The Montreal Population Health Record data (Canada). New users …

Chemotherapy-Free Treatment With Radiotherapy And Immunotherapy For Locally Advanced Non-Small Cell Lung Cancer, M Zeeshan Ozair, Balazs Halmos, Angelica D'Aiello, Jaewon Yun, Andrea R Filippi, Andreas Rimner, Steven H Lin, Charles B Simone, Nitin Ohri

Faculty, Staff and Student Publications

Background: Concurrent chemoradiotherapy (CRT) followed by immunotherapy is a standard treatment for locally advanced non-small cell lung cancer (LA-NSCLC), yet many patients are ineligible due to treatment-related toxicity or poor functional status. Chemotherapy-free approaches using radiotherapy (RT) and immunotherapy may offer a safer and equally effective alternative in select patient populations.

Methods: A comprehensive literature review was conducted using PubMed, Google Scholar, and relevant conference proceedings focusing on trials between 2000 and 2024. Studies investigating chemotherapy-free regimens combining RT and immunotherapy in LA-NSCLC were analyzed, with emphasis on clinical outcomes, biomarker use, treatment sequencing, radiation dose/fractionation, and safety.

Results: Multiple …

Development Of A Reference Standard To Assign Bacterial Versus Viral Infection Etiology Using An All-Inclusive Methodology For Comparison Of Novel Diagnostic Tool Performance, Coburn Allen, J Kate Deanehan, Yaniv Dotan, Matthew A Eisenberg, Andrew M Fine, Jonathan Isenberg, Ann Kane, Dani Kirshner, Todd W Lyons, Yasmin Maor, Ami Neuberger, Daniel G Ostermayer, Sharona Paz, Oded Scheuerman, Shachaf Shiber, Victoria A Statler, Michal Stein, Renata Yakubov, Shirly Yanai, Roy Navon, Lior Kellerman, Tanya M Gottlieb, Eran Eden

Faculty, Staff and Student Publications

Background: Diagnostic test evaluation requires a reference standard. We describe an approach for creating a reference standard for acute infection using unrestricted adjudication and apply it to compare biomarker tools.

Methods: Adults and children with suspected acute infection enrolled in three prospective studies at emergency departments and urgent cares were included. Adjudicators, blinded to C-reactive protein, procalcitonin, and MeMed BV (MMBV), labeled each case (bacterial/viral/non-infectious/indeterminate). Initial adjudication involved 3 adjudicators. Reference standard cohorts were defined: Microbiologically confirmed (3/3 adjudicators concur with high confidence and a concordant microbiological finding), unanimous (3/3 adjudicators concur with high confidence), suspected (3/3 adjudicators concur with …

Clinicians’ Perspectives Concerning Treatment Initiation And Escalation Strategies For Digital Ulcers In Patients With Systemic Sclerosis, Giulia Campanaro, Giulia Bandini, Alessia Alunno, Stefano Di Donato, Begonya Alcacer-Pitarch, Ilaria Galetti, Barbara Ruaro, Silvia Bellando Randone, Alberto Moggi Pignone, Marco Matucci-Cerinic, Zsuzsanna H Mcmahan, Michael Hughes

Faculty, Staff and Student Publications

Objectives: Digital ulcers (DUs) are a major cause of pain and disability in systemic sclerosis (SSc) patients and remain a major treatment challenge. Our aim was to explore clinicians' perspectives towards treatment initiation and escalation, akin to a 'Treat to Target' (T2T) strategy.

Methods: SSc clinicians were invited to participate in an online survey.

Results: A total of 173 responses (75% rheumatologists) were obtained from 33 countries. When initiating a change in oral drug therapy for SSc-DUs, most (80%) respondents would consider adding new medication to existing treatment, and 50% would increase existing treatment dose. Time to assess the impact …

Trends In Medicare Payments Within The First Year Of Cervical Cancer Diagnosis, 2010–2019, Mohammad A Karim, Ning Zhang, Hui Zhao, Ya-Chen Tina Shih, Lakshmi S M Kodali, Sharon H Giordano, Sanjay Shete

Faculty, Staff and Student Publications

Assessing Medicare payment trends for cervical cancer care is important to mitigate the financial impact on Medicare. This multiyear cross-sectional study included 65 years and older cervical cancer patients in SEER registries diagnosed between 2010 and 2019 who had continuous Part A and B Medicare coverage at least 6 months before diagnosis and at least within the first year of diagnosis and were not enrolled in any Health Maintenance Organization (HMO) in this duration. The main outcomes were trends in total and service-specific mean monthly Medicare payments within the first year of a cervical cancer diagnosis. This study included 2147 …

New Performance Measurement Framework For Realizing Patient-Centered Clinical Decision Support: Qualitative Development Study, Prashila Dullabh, Courtney Zott, Nicole Gauthreaux, James Swiger, Edwin Lomotan, Dean F Sittig

Faculty, Staff and Student Publications

Background: Patient-centered clinical decision support (PC CDS) exists on a continuum that reflects the degree to which its knowledge base, data, delivery, and use focus on patient needs and experiences. A new focus on value-based, whole-person care has resulted in broader development of PC CDS technologies, yet there is limited information on how to measure their performance and effectiveness. To address these gaps, there is a need for more measurement guidance to assess PC CDS interventions.

Objective: This paper presents a new framework that incorporates patient-centered principles into traditional health IT and clinical decision support (CDS) evaluation frameworks to create …

Cognitive Outcomes In Prostate Cancer Treatment: Insights From The Odenza Trial And Future Considerations, Bryan J Neth, Jeffrey S Wefel, Kevin T Nead

Faculty, Staff and Student Publications

No abstract provided.

Use Of Natural Language Processing To Identify Patients With Inflammatory Breast Cancer Across A Health-Care System, Ramez Kouzy, Megumi Kai, Huong T Le-Petross, Sadia Saleem, Wendy A Woodward

Faculty, Staff and Student Publications

Early identification and referral of inflammatory breast cancer remains challenging within large health-care systems, limiting access to specialized care. We developed and evaluated an artificial intelligence-driven platform integrating natural language processing (NLP) with electronic health records to systematically identify potential inflammatory breast cancer patients across 5 campuses. Our platform analyzed 8 623 494 clinical notes, implementing a sequential review process: NLP screening followed by human validation and multidisciplinary confirmation. Initial NLP screening achieved 55.4% positive predictive value, improving to 78.4% with human-in-the-loop review. Notably, among 255 confirmed patients with inflammatory breast cancer, our system demonstrated 92.2% sensitivity, identifying 57 patients …

Nutrition Provision In Pediatric Extracorporeal Membrane Oxygenation: Evidence, Challenges, And Clinical Considerations, Marwa Mansour, Nicole Knebusch, Andrea Ontaneda, Stephanie Vazquez, Jennifer Daughtry, Katri Typpo, Jorge A Coss-Bu

Faculty, Staff and Students Publications

Background/objectives: Nutritional support is a critical yet challenging aspect of care for pediatric patients requiring extracorporeal membrane oxygenation (ECMO). Malnutrition is prevalent in this population and is associated with worse clinical outcomes. This review synthesizes current evidence on nutritional strategies for pediatric ECMO patients, emphasizing assessment methods, feeding routes, challenges, and clinical outcomes.

Methods: A literature review was conducted using PubMed, Scopus, and Web of Science to identify relevant studies published between January 2010 and 2025. Keywords included "pediatric ECMO", "nutrition", "enteral feeding", and "parenteral nutrition". Studies addressing nutritional assessment, enteral and parenteral feeding practices, and their impact on clinical …

Impact Of Hydrocortisone Vs Prednisone Therapy On Postsurgical Recovery In Patients With Endogenous Hypercortisolism: A Prospective Cohort Study, Rashi Sandooja, Jasmine Saini, Elio Ferreira Taveras, Raul Gregg-Garcia, Catherine D Zhang, Vanessa Fell, Anina Peersen, Sara J Achenbach, Elizabeth J Atkinson, Jamie J Van Gompel, William F Young, Irina Bancos

Faculty, Staff and Students Publications

Objective: Glucocorticoid withdrawal syndrome (GWS) may develop in patients following successful surgery for endogenous hypercortisolism. Effective strategies to minimize GWS and improve quality of life (QoL) are currently lacking. We aimed to determine the impact of hydrocortisone vs prednisone therapy on GWS and QoL during the first 12 weeks postsurgery.

Methods: Single-center prospective cohort study (2019-2024) of adults with endogenous hypercortisolism who developed postoperative adrenal insufficiency and treated with either prednisone or hydrocortisone. Quality of life was assessed with Short Form-36 (SF-36) and Cushing QoL questionnaires at baseline and at 12 weeks postsurgery. GWS was assessed using weekly AddiQoL questionnaires …

Enhanced And Interpretable Prediction Of Multiple Cancer Types Using A Stacking Ensemble Approach With Shap Analysis, Shahid Mohammad Ganie, Pijush Kanti Dutta Pramanik, Zhongming Zhao

Faculty, Staff and Student Publications

Background: Cancer is a leading cause of death worldwide, and its early detection is crucial for improving patient outcomes. This study aimed to develop and evaluate ensemble learning models, specifically stacking, for the accurate prediction of lung, breast, and cervical cancers using lifestyle and clinical data.

Methods: 12 base learners were trained on datasets for lung, breast, and cervical cancer. Stacking ensemble models were then developed using these base learners. The models were evaluated for accuracy, precision, recall, F1-score, AUC-ROC, MCC, and kappa. An explainable AI technique, SHAP, was used to interpret model predictions.

Results: The stacking …

Assessment Of Biotransformation Rates, Biomagnification, And Bioconcentration Factors Of Difficult-To-Test Substances Using In Vitro Rainbow Trout Liver Subcellular Fractions, Mark A Cantu, Beatrice Chee, Talia R Cole, Yung-Shan Lee, Frank A P C Gobas

Faculty and Staff Publications

In vitro hepatic biotransformation assays have been proposed as methods for expediting and improving bioaccumulation assessment for substances that are difficult to test in conventional in vivo bioaccumulation assays and to reduce animal testing. However, to date, there has been no convincing evidence to demonstrate the ability and limitations of in vitro assays to estimate in vivo biotransformation rates and corresponding bioconcentration and biomagnification factors of difficult-to-test substances in fish. The present study presents the first measurements of in vitro biotransformation rates of superhydrophobic and highly volatile linear and cyclic siloxanes in rainbow trout liver S9 subcellular fractions and the …

Sem And Bacteriological Evidence Of Laser-Activated Irrigation Compared To Ultrasonic-Activated Irrigation: A Pilot Study, David E Jaramillo, Ji W Jeong, Zhen Shen, Enrico Divito

Faculty, Staff and Student Publications

Background: Pulp tissue debridement and the eradication of microorganisms from an infected root canal system before obturation is a primary focus of endodontic treatment and the best predictor for the long-term success of endodontic treatment. Objective: The purpose of this in vitro laboratory study was to evaluate pulp tissue debridement and the disinfection efficacy of two different Er;Cr:YSGG laser units, with a 2790 nm wavelength, compared to ultrasonic-activated irrigation (UAI) in root canals infected with Enterococcus faecalis.

Methods: Human non-infected mandibular first molars were extracted, disinfected, and cultured with Enterococcus faecalis. Different types of Er;Cr:YSGG laser irrigation and …

Overcoming Barriers To Human Papillomavirus Vaccination In Guangdong Province, China, Shuaijing Zhang, Shiqi Li, Jingtai Ma, Guiyuan Ji, Zhifeng Li, Siyi Chen, Fenglin Zhang, Xingfen Yang, Jianpeng Xiao, Rong Cao, Chenggang Wu, Wei Wu

Faculty, Staff and Student Publications

Human papillomavirus (HPV) infection remains a critical public health challenge in China, particularly in Guangdong Province, where HPV-52, 16, and 58 genotypes predominate, and male infection rates exceed 40%. Despite the successful implementation of a government-funded school-based program that has achieved 88% HPV vaccine coverage among adolescent girls, several persistent barriers, including genotype mismatch (the free HPV vaccine covers < 50% of high-risk local strains), regional disparities (80% vs. 60% for first-dose coverage), and exclusion of males, thwart progress toward herd immunity. Financial sustainability risks pose an even more significant threat to the expansion of HPV vaccination programs, especially in Guangdong province where annual expenditures exceed CNY 200 million. This review delves into Guangdong's pioneering efforts and proposes practical solutions: accelerating domestic multivalent HPV vaccine development, adopting gender-neutral vaccination policies, and leveraging mobile clinics for remote populations. These strategies not only provide a roadmap for China but also serve as valuable insight for other LMICs striving to overcome HPV-related inequalities.

Lung Cancer Risk Prediction In Patients With Persistent Pulmonary Nodules Using The Brock Model And Sybil Model, Hui Li, Morteza Salehjahromi, Myrna C B Godoy, Kang Qin, Courtney M Plummer, Zheng Zhang, Lingzhi Hong, Simon Heeke, Xiuning Le, Natalie Vokes, Bingnan Zhang, Haniel A Araujo, Mehmet Altan, Carol C Wu, Mara B Antonoff, Edwin J Ostrin, Don L Gibbons, John V Heymach, J Jack Lee, David E Gerber, Jia Wu, Jianjun Zhang

Faculty, Staff and Student Publications

Background/objectives: Persistent pulmonary nodules are at higher risk of developing into lung cancers. Assessing their future cancer risk is essential for successful interception. We evaluated the performance of two risk prediction models for persistent nodules in hospital-based cohorts: the Brock model, based on clinical and radiological characteristics, and the Sybil model, a novel deep learning model for lung cancer risk prediction.

Methods: Patients with persistent pulmonary nodules-defined as nodules detected on at least two computed tomography (CT) scans, three months apart, without evidence of shrinkage-were included in the retrospective (n = 130) and prospective (n = 301) cohorts. …

Mapping The Developmental Profile Of Ventricular Zone-Derived Neurons In The Human Cerebellum, Anders W Erickson, Henry Tan, Liam D Hendrikse, Jake Millman, Zachary Thomson, Joseph Golser, Omar Khan, Guanyi He, Kathleen Bach, Arpit Suresh Mishra, Janja Kopic, Zeljka Krsnik, Ferechte Encha-Razavi, Giulia Petrilli, Fabien Guimiot, Evelina Silvestri, Kimberly A Aldinger, Michael D Taylor, Kathleen J Millen, Parthiv Haldipur

Faculty, Staff and Students Publications

The cerebellar ventricular zone (VZ) is the primary source of progenitors that generate cerebellar GABAergic neurons, including Purkinje cells (PCs) and interneurons (INs). This study provides detailed characterization of human cerebellar GABAergic neurogenesis using transcriptomic and histopathological analyses and reveals conserved and unique features compared to rodents. We show that the sequential progression of neurogenesis is conserved and occurs before 8 postconception weeks. Notably, PC differentiation occurs in the outer subventricular zone (SVZ), a region absent in the mouse cerebellum. Human PCs are generated during a compact two-week period before the onset of cerebral cortex histogenesis. A subset of human …

Percutaneous Transluminal Angioplasty And Stenting (Ptas) In Patients With Symptomatic Intracranial Vertebrobasilar Artery Stenosis (Ivbs), Ramtin Pourahmad, Kiarash Saleki, Sina Zoghi, Ramtin Hajibeygi, Hamed Ghorani, Amin Javanbakht, Sina Goodarzi, Parsa Alijanizadeh, Kelly Trinh, Ravi Shastri, Mohammad Ghasemi-Rad

Faculty, Staff and Students Publications

Background: Approximately 20% of all transient ischaemic attacks (TIAs) and ischaemic strokes occur within the posterior circulation, with vertebrobasilar stenosis identified as the cause in roughly 25% of the cases. Studies have shown that about a quarter of these patients have atherosclerotic stenosis of at least 50% of the vertebrobasilar artery. Stenosis has been shown to be associated with an increased risk of 90-day recurrent vertebrobasilar stroke, particularly in the first few weeks, which is significantly higher when compared with patients with stenosis of the anterior circulation. Therefore, aggressive treatment is important for the patient's prognosis. Stenting is emerging as …

Rural-Urban Disparities In Hospitalisation For Myocardial Infarction In Systemic Lupus Erythematosus In The Usa, Jasvinder A Singh, Sumanth Chandrupatla

Faculty, Staff and Students Publications

Objective: To assess whether rural-urban disparities exist in people with SLE for hospitalisation with myocardial infarction (MI).

Methods: We used the 2016-2019 US National Inpatient Sample data that contain all hospitalisation data. In people with a diagnosis of SLE, we assessed the multivariable adjusted ORs (aORs) to examine the association of rural patient residence with MI hospitalisation, while adjusting for demographics, payer, income, hospital characteristics and the Deyo-Charlson Comorbidity Index.

Results: We found that the crude rates of patients hospitalised with MI per 100 000 area specific SLE hospitalisations were higher in rural versus urban residents with SLE, 2265 versus …