Medical Specialties Commons^™

Structure-Preserving Multivariate Hypothesis Testing For Mass Spectrometry Imaging And Single-Cell Data, Keziah E Liebenberg, Erin Craig, Robert Tibshirani, Livia S Eberlin

Faculty, Staff and Students Publications

Motivation: Mass spectrometry imaging (MSI) and single-cell RNA sequencing (scRNA-seq) offer high-resolution views into tissue and cellular heterogeneity. However, conventional statistical analyses often treat sub-measurements (pixels or cells) as independent, ignoring their nested origin from individual samples. This assumption inflates the effective sample size, increases false discoveries, and undermines biological interpretation. Pixel- or cell-level averaging avoids this but sacrifices spatial or cellular resolution.

Results: We evaluated block-SAM on both simulated and real-world datasets. In DESI-MSI data from kidney, lung, and ovarian tumors, block-SAM consistently identified fewer-but more reliable-differential features compared to traditional-SAM. For example, in the kidney dataset, traditional-SAM identified …

The Ki-67 Proliferation Index And Recurrence Risk Of Intracranial Meningioma: A Multicenter, Retrospective Cohort Study Of 5,050 Patients, Christian Mirian, Lasse Rehné Jensen, Tareq A Juratli, Andrea Daniela Maier, Anders Broechner, Sverre H Torp, Helen A Shih, Ramin A Morshed, Jacob S Young, Stephen T Magill, Luca Bertero, Walter Stummer, Dorothee Cäcilia Spille, Benjamin Brokinkel, Soichi Oya, Satoru Miyawaki, Nobuhito Saito, Martin Proescholdt, Yasuhiro Kuroi, Konstantinos Gousias, Matthias Simon, Jennifer Moliterno, Ricardo Prat-Acin, Stéphane Goutagny, Vikram C Prabhu, John T Tsiang, Johannes Wach, Erdem Güresir, Junkoh Yamamoto, Young Zoon Kim, Joo Ho Lee, Daniel W Kim, Matthew Koshy, Karthikeyan Perumal, Mustafa K Baskaya, Donald M Cannon, Dennis C Shrieve, Chang-Ok Suh, Jong Hee Chang, Maria Kamenova, Sven Straumann, Jehuda Soleman, Ilker Y Eyüpoglu, Tony Catalan, Austin Lui, Philip V Theodosopoulos, Michael W Mcdermott, Fang Wang, Pedro Góes, Aria Jamshidi, Ricardo Komotar, Michael Ivan, Evan Luther, Luis Souhami, Marie-Christine Guiot, Tamás Csonka, Toshiki Endo, Olivia Claire Barrett, Randy Jensen, Tejpal Gupta, Akash J Patel, Tiemo J Klisch, Jun Won Kim, Francesco Maiuri, Valeria Barresi, María Dolores Tabernero, Simon Skyrman, Ian Law, David Scheie, Bjarne Winther Kristensen, Tina Nørgaard Munch, Torstein Meling, Kåre Fugleholm, Paul Blanche, Tiit Mathiesen

Faculty, Staff and Students Publications

Purpose: The Ki-67 proliferation index (Ki-67 PI) has been associated with meningioma recurrence, yet its clinical utility remains debated. Whether Ki-67 PI provides prognostic information across subgroups defined by both WHO grade and extent of resection remains to be investigated.

Methods: We analyzed 5,050 patients with intracranial meningiomas from the international PERNS cohort (42 centers, diagnosed between 1989-2019) who underwent surgical resection without postoperative radiotherapy. Ki-67 PI prognostic accuracy was assessed up to 10 years postoperatively by using ROC analyses and estimating its association with the risk of recurrence.

Results: Results demonstrated that the prognostic value of Ki-67 PI differed …

Implementing Measurement-Based Care In Virtual Mental Health Services For Rural Veterans: Provider Insights From A Pre-Implementation Evaluation, Amanda Heeren, Kimberly Mccoy, Lindsey Fuhrmeister, Natalie Suiter, Jan A Lindsay, Chloe Hoang, Laura Marsh, John Fortney, Carolyn Turvey

Faculty, Staff and Students Publications

Background

Measurement-Based Care (MBC) uses repeated standardized psychological assessments to monitor treatment progress and guide clinical decision-making. Although MBC improves outcomes when results are discussed collaboratively, adoption across the Veterans Health Administration (VHA) remains below 50%, particularly in virtual and rural settings. This pre-implementation evaluation explored provider perspectives to inform development of a digital MBC workflow for rural tele-mental health settings.

Methods

Using the Alacrity Center’s Discover, Design, Build, and Test model and User Centered Design, we conducted a pre-implementation survey of mental health providers at a VHA Medical Center providing care to rural and highly rural Veterans in South …

Organ Procurement Organization Utilization Of Portable Hypothermic Oxygenated Machine Perfusion In Liver Transplantation: The First Us Experience, Christine E. Haugen, Muhammad Bilal Moeen-Ud-Din, Abdalla M. Hadhoud, Achintya Kaw, James R. Butler, James V. Guarrera, Sherry Quire, Ralph C. Quillin

Department of Surgery Faculty Papers

BACKGROUND: Advanced machine perfusion techniques have increased the use of hard-to-place organs, effectively changing the liver transplantation landscape. Liver transplantation machine perfusion has been driven largely by industry or individual transplant centers. We describe the implementation of a portable, organ procurement organization-initiated hypothermic oxygenated machine perfusion strategy for liver transplantation as a proof of concept.

METHODS: Surgeons and staff at a regional organ procurement organization (Indiana Donor Network) were trained to use and cannulate liver allografts using a portable hypothermic oxygenated machine perfusion platform. We evaluated all liver transplantations recovered and placed on hypothermic oxygenated machine perfusion (N = 18) …

Transcultural Headache Medicine: A Framework For Integrating Cultural Contexts Into Headache Science And Care - A Call To Action From The International Headache Society., Mario F. P. Peres, Giancarlo Lucchetti, Homero Vallada, Ivy L. Riso, Georgia K. Westenhofen, Marcelo Moraes Valença, Juliana Ramos De Andrade, K. C. Brennan, Morris Levin, Tsubasa Takizawa, Zhao Dong, Yonggang Wang, Wanakorn Rattanawong, Henry Riyanto Sofyan, Massimo Leone, Freda Dodd-Glover, Hsiangkuo Yuan, Abdulrazaq Albilali, Taoufik Alsaadi, Leonardo Caixeta, Anna P. Andreou, Peter J. Goadsby, Antoinette Maassenvandenbrink, Sait Ashina, Rami Burstein, Patricia Pozo-Rosich, Fayyaz Ahmed, Shuu-Jiun Wang

Department of Jefferson Headache Center Papers and Presentations

Headache disorders are among the most disabling neurological conditions, affecting over 1.5 billion people globally. Despite advances in pharmacological therapies, major inequities persist due to underdiagnosis, undertreatment and limited access to effective care, particularly in low- and middle-income countries. Social determinants of health, including cultural meanings, language and health beliefs, are increasingly recognized as key drivers of disparities in burden, diagnosis and treatment outcomes. Traditional medicine, used by more than 80% of the global population, remains first-line care in many regions and continues to influence therapeutic choices in high-income settings. Major systems such as Ayurveda, Traditional Chinese Medicine, Unani and …

The Integrated 31-Gene Expression Profile Test Identifies Low-Risk Patients With Cutaneous Melanoma Who Can Forego The Slnb Procedure: Results From A Prospective, Multicenter Trial., Timothy Beard, J Michael Guenther, Stanley P Leong, Maki Yamamoto, Samuel Dierks, Brenda Sickle-Santanello, Andrew Ward, Mark Cripe, Parth Shah, Shawn Young

Oncology Articles

AIMS: Prospectively confirm use of the integrated 31-gene expression profile test (i31-SLNB) in patients with cutaneous melanoma to predict sentinel lymph node biopsy (SLNB) positivity and assess recurrence rates in those considered low risk by i31-SLNB who did not have an SLNB.

METHODS: Patients with T1-T4 tumors being considered for SLNB who received 31-gene expression profile (31-GEP) testing in the multi-center, prospective DECIDE study were included (n = 912). Kaplan-Meier analysis was used to estimate recurrence-free survival (RFS).

RESULTS: Among 430 patients with T1-T4 tumors who had an SLNB, the positivity rate was 2.6% (3/114) in those with < 5% i31-SLNB-predicted risk versus 21.4% (28/131) in those with >10% predicted …

Aht Diagnoses: The Influences Of Clinical Presentation And Evidence Of Impact, Ruairi Smith-Dewey, Angela Bachim, Colleen Bressler, Kristine Campbell, Lori Frasier, Christopher Greeley, Danielle Horton, Nicole Johnson, Jan Leonard, Megan M Letson, Caitlin Mcnamara, Ashley Sherman, Shalon Nienow, Stuart Sommers, Joanne N Wood, James Anderst

Faculty, Staff and Students Publications

Background: The frequency of abusive head trauma (AHT) diagnoses by child abuse pediatricians (CAPs), especially regarding external evidence of head impact, has been questioned.

Objectives: To compare CAP diagnoses in subjects with subdural hemorrhage (SDH) across clinical presentations, including subgroups with and without external evidence of head impact. Additionally, we aimed to describe subjects with SDH and concomitant suspicious injuries (CSI) without evidence of head impact.

Participants and setting: Multicenter retrospective study including subjects < 24 months old with SDH.

Methods: Subjects were divided into groups based on clinical presentations: Ill SDH only, Non-ill SDH only, and SDH + CSI. Groups were subcategorized based on presence/absence …

Yield Of Injury Testing For Contacts Of Children Evaluated For Physical Abuse, Lígia Batista, Joanne N Wood, Tagrid M Ruiz-Maldonado, M Katherine Henry, Jan Leonard, Angela Bachim, James D Anderst, Farah W Brink, Hannah B Sahud, Lori D Frasier, Nancy S Harper, Natalie Laub, Colleen J Bressler, Daniel M Lindberg

Faculty, Staff and Students Publications

Background: Siblings and household contacts of physically abused children are at increased risk for physical abuse and may have injuries that are not clinically apparent. However, injury testing recommendations for contact children remain debated.

Objective: Our objective was to describe testing practices and yield for contacts of physically abused children.

Participants and settings: This is a cross-sectional study of children < 10 years old evaluated for physical abuse at 10 US pediatric referral centers in the CAPNET research network.

Methods: We report the proportion of contact children who had a skeletal survey (SS) or neuroimaging and describe the proportion of tests that identified injuries.

Results: Among 6256 index evaluations, 4863 contacts were identified. Among 794 contacts with physical examinations, …

Fronto-Cerebellar Features Associate With Cognitive Dysfunction In Childhood-Onset Systemic Lupus Erythematosus, Hanne Van Der Heijden, Gabrielle Alonzi, Amanda Cao, Raquel Van Gool, Merve Koç Yekedüz, Lise Vrolix, Itamar Ronen, Vanessa Rameh, Kyle Mcbrearty, Aditi Deokar, Robert P Sundel, Eyal Muscal, Joseph Gonzalez-Heydrich, Andrea Knight, Joyce C Chang, Jaymin Upadhyay

Faculty, Staff and Students Publications

Objective: Cognitive dysfunction (CD) is a prevalent symptom in childhood-onset systemic lupus erythematosus (cSLE). This study aimed to investigate the neurobehavioral basis of CD in cSLE.

Methods: Patients with cSLE (N=20) and age- and sex-matched healthy controls (HCs, N=20) completed questionnaires and multiple neurocognitive tests. The Systemic Lupus Erythematosus Disease Activity Index 2000 and laboratory markers were used to monitor patients' clinical status. Neuroimaging assessments included functional near-infrared spectroscopy (fNIRS), functional magnetic resonance imaging (fMRI), and structural MRI.

Results: cSLE patients demonstrated moderate disease activity with high inflammation and immune dysregulation, alongside low medication adherence. Relative to HCs, cSLE patients …

Trauma-Related Compulsions In Obsessive-Compulsive Disorder: Functional Insights From Factor Analysis, Caitlin M Pinciotti, Max Thorsson, Gregor Horvath, Matti Cervin

Faculty, Staff and Students Publications

Resisting obsessive-compulsive disorder (OCD) compulsions is a key predictor of exposure and response prevention (ERP) effectiveness, yet trauma-exposed individuals with OCD endorse more severe compulsions and are more likely to be labelled 'treatment resistant.' Among trauma-exposed individuals, compulsions are theorised to function to prevent future trauma and cope with trauma-related responses. Recent findings suggest that certain compulsions in the context of trauma exposure differentially impact treatment outcomes, yet missing from extant literature is a larger empirically derived conceptualisation for how trauma may impact the underlying function of compulsions. In a sample of 662 adult patients enroled in intensive OCD treatment …

Results Of A Randomized, Double-Masked, Placebo-Controlled Phase 1/2 Study Of A Trpv1 Antagonist Sjp-0132 In Participants With Dry Eye Disease, Tomoyuki Wada, Kazunori Omatsu, Stephen C Pflugfelder

Faculty, Staff and Students Publications

Purpose: To investigate the safety, tolerability, pharmacokinetic profile, and efficacy of SJP-0132 in participants with dry eye disease (DED).

Design: Phase 1/2, randomized, double-masked, single-center, placebo-controlled single and multiple ascending dose study.

Participants: Generally healthy adults aged ≥18 years with a patient-reported history of DED for ≥6 months, eye dryness visual analog scale (VAS: 0-100) ≥40 mm, 5-item dry eye questionnaire (DEQ-5) ≥6, and central corneal fluorescein staining (CFS) of 2 to 4 (Baylor scale: 0-5 for each of five zones).

Methods: This study consisted of Part A and Part B, containing four single- and two multiple-ascending dose cohorts, respectively. …

Avacincaptad Pegol For Geographic Atrophy Secondary To Age-Related Macular Degeneration: Two-Year Efficacy And Safety Results From The Gather2 Phase 3 Trial, Arshad M Khanani, Carl J Danzig, Jeffrey S Heier, Glenn J Jaffe, Peter K Kaiser, David R Lally, Sunil S Patel, Lejla Vajzovic, Christina Y Weng, Hersh Patel, Julie Clark, Dhaval Desai, Don Luo, Erin Henry, Frank G Holz

Faculty, Staff and Students Publications

Purpose: Avacincaptad pegol (ACP) is a pegylated RNA aptamer that inhibits complement C5. The efficacy and safety of ACP 2 mg was investigated in GATHER2, with positive year 1 results published. Herein, 2-year results are reported.

Design: Phase 3, randomized, sham-controlled study (ClinicalTrials.gov identifier, NCT04435366).

Participants: Patients with non-center point-involving geographic atrophy (GA).

Methods: Eligible patients were randomized 1:1 to receive monthly ACP 2 mg (n = 225) or sham (n = 222) for 1 year. At month 12, patients who received ACP 2 mg were randomized again 1:1 to dosing every month (EM; n = 96) or every …

Variability In The Orthopaedic Residency Trainee Trauma Surgical Experience, Todd Phillips, Benjamin Fiedler, Joshua T Morrow, Zbigniew Gugala, Melvyn Harrington, Douglas R Dirschl

Faculty, Staff and Students Publications

Background: The aim of this study was to analyze fracture fixation case logs from residents training at a level 1 trauma center to assess variability across residents' surgical experiences within a single residency program. The authors hypothesize that notable variability exists between residents' surgical experiences in fracture care.

Methods: A retrospective case series was conducted at a single, urban residency program with a level 1 trauma center. Completed case logs were collected from program graduates from 2022 to 2024. All surgical cases involving fracture fixation at the level 1 trauma center were included for analysis. The anatomic region of the …

Empiric Azithromycin Alters The Upper Respiratory Microbiome And Resistome Without Anti-Inflammatory Benefit In Covid-19, Abigail Glascock, Cole Maguire, Hoang Van Phan, Emily C Lydon, Joanna Schaenman, Carolyn S Calfee, Esther Melamed, John Greenland, David B Corry, Farrah Kheradmand, Lindsey R Baden, Rafick Sekaly, Grace A Mccomsey, Elias K Haddad, Charles B Cairns, Linda N Geng, Bali Pulendran, Ana Fernandez-Sesma, Viviana Simon, Jordan P Metcalf, Nelson I Agudelo Higuita, William B Messer, Mark M Davis, Kari C Nadeau, Monica Kraft, Christian Bime, David J Erle, Mark A Atkinson, Scott C Brakenridge, Lauren I R Ehrlich, Ruth R Montgomery, Albert C Shaw, Catherine L Hough, David A Hafler, Alison D Augustine, Patrice M Becker, Bjoern Peters, Al Ozonoff, Annmarie Hoch, Seunghee Kim-Schulze, Florian Krammer, Steven Bosinger, Walter Eckalbar, Matthew C Altman, Michael Wilson, Leying Guan, Holden Maecker, Hanno Steen, Impacc Network, Joann Diray-Arce, Nadine Rouphael, Steven H Kleinstein, Naresh Doni Jayavelu, Elaine F Reed, Ofer Levy, Victoria T Chu, Charles R Langelier

Faculty, Staff and Students Publications

Azithromycin is a widely used antibiotic and was frequently used to treat hospitalized patients during the COVID-19 pandemic. The impact of empiric azithromycin use on the respiratory microbiome in patients with viral respiratory infections is unclear. Here we used longitudinal metatranscriptomics on nasal swabs from a prospective multicentre cohort of 1,164 patients hospitalized for COVID-19. We compared the upper respiratory microbiome, resistome and systemic immune response in patients treated with azithromycin (n = 366) with those who received no antibiotics (n = 474) or other antibiotics (n = 324). We found that azithromycin altered microbiome composition and increased the expression …

Feasibility Of A Large Language Model Chatbot To Support Parental Understanding In The Picu, R Brandon Hunter, Satid Thammasitboon, Sreya Rahman, Sriya Kakarla, Pamela Petersen, Shelley Kumar, Thomas Rappold, Sanjiv Mehta

Faculty, Staff and Students Publications

Objectives: To evaluate the feasibility of a large language model (LLM)-based chatbot for answering parental questions in the PICU and inform design of a randomized controlled trial (RCT).

Design: Prospective single-arm feasibility study conducted from August 2024 to December 2024.

Setting: Quaternary PICU.

Subjects: Fourteen parents of children admitted to the PICU.

Interventions: Parents engaged in 10-minute sessions with a HIPAA-compliant GPT-4o- (Generative Pretrained Transformer 4o, OpenAI, San Francisco, CA) based chatbot prompted with patient-specific electronic health record (EHR) data.

Measurements and main results: Feasibility was assessed through four criteria: parental engagement and satisfaction, provider perceptions, accuracy and safety, and …

Body Mass Index And Survival In Children Receiving Extracorporeal Membrane Oxygenation, Pilar Anton-Martin, Keith Baxelbaum, Shilpa Vellore, Erika O'Neil, Vinai Modem, Sameer Thadani

Faculty, Staff and Students Publications

Importance: Underweight and obesity represent opposite ends of the nutritional risk spectrum that negatively affect children's health worldwide. Both conditions have been associated with increased mortality in pediatric patients receiving extracorporeal membrane oxygenation (ECMO) support.

Objective: To investigate the association of underweight and obesity status with pediatric ECMO outcomes using body mass index (BMI) z scores.

Design, setting, and participants: This retrospective cohort analysis used data from the Extracorporeal Life Support Organization (ELSO) database from January 1, 2019, to December 31, 2023. Participants included all pediatric patients from international ECMO centers aged 29 days to 18 years who received ECMO …

Androgen Activity In The Male Embryonic Hindbrain Drives Lethal Pfa Ependymoma, Jiao Zhang, Winnie Ong, Alexandra Rasnitsyn, Ricardo Daniel Gonzalez, Rodrigo Lopez Gutierrez, Polina Balin, Amr Saadeldin, Xiaochong Wu, Maria C Vladoiu, Vicente Santa-Maria Lopez, Fernando Gonzalez-Salinas, Navneesh Yadav, Dinesh Mohanakrishnan, Kannan Boosi Narayana Rao, Raja Gopal Reddy Mooli, Hinda Najem, Sebastian Pacheco, Kaitlin Kharas, Cory Richman, David Przelicki, Evan Y Wang, Haipeng Su, Rachel Naomi Curry, Runze Yang, Michelle Masayo Kameda-Smith, Bryn Livingston, David Scott, Zaili Luo, Mingyang Xia, Namal Abeysundara, Anders W Erickson, Ncedile Mankahla, Lucas Zhongming Hu, Chu Pan, Raul Suarez, Ning Huang, Yihao Wu, Hao Wang, Tajana Douglas, Jonelle Pallota, Steven Hébert, Karen Ng, Krystin Mantione, Heather Whetstone, Hassaan Maan, Hussein Lakkis, Juyeun Lee, Sadeesh K Ramakrishnan, Yanxin Pei, Yujie Tang, Frank Y Lin, Guillermo Aldave, Marco Gallo, Robert M Friedlander, Faiyaz Notta, Laura K Donovan, Murali Chintagumpala, Bo Wang, Yun Li, Daniel D De Carvalho, Zhaolei Zhang, Ying Mao, Wei Hua, Charles Eberhart, Calixto-Hope G Lucas, Sriram Venneti, Poul H Sorensen, Alberto Delaidelli, Hao Li, Wenhao Zhou, Jason Kirk, Dean G Tang, Tao Jiang, Hailong Liu, Justin D Lathia, Hiromichi Suzuki, Jeremy N Rich, Lincoln D Stein, Nada Jabado, Vijay Ramaswamy, Q Richard Lu, Amy B Heimberger, Craig Daniels, Kulandaimanuvel Antony Michealraj, Claudia L Kleinman, Michael D Taylor

Faculty, Staff and Students Publications

Posterior fossa type A (PFA) ependymoma is an unusual infantile brain tumour with few known somatic mutations, thought to be driven by epigenetic mechanisms1. PFA ependymoma has a markedly higher incidence and worse prognosis in male children than in female children2. The mechanisms that underlie these sex differences are at present unknown. Here we show that the cellular hierarchy of PFA ependymoma is less differentiated in male individuals than it is in female individuals. In the normal developing mouse hindbrain, male gliogenic progenitors are less differentiated than matched female sibling controls. To further parse the effects …

Robotic Single-Incision Laparoscopic Surgery For The Management Of Endometriosis: First Experience Via The Da Vinci Sp Platform, Qiannan Yang, Daniel Y Lovell, Xiaoming Guan

Faculty, Staff and Students Publications

Objective: To demonstrate the feasibility and mid-term outcomes of Robotic single-port single-incision laparoscopic surgery (RSP-SILS) for endometriosis management.

Methods: A retrospective analysis was conducted on 50 adult women with endometriosis who underwent RSP-SILS via the da Vinci SP platform between November 2023 and July 2025.

Results: Median total operative time was 142 min, robot dock time was 3 min, and robot console time was 99 min. Median estimated blood loss was 25 mL. No conversion occurred. Reported mid-term outcomes included 1 case each of pelvic haematoma, Clostridioides difficile colitis, and umbilical surgical site infection, as well as 3 cases of …

All-Cause And Cause-Specific Mortality In Patients With Bipolar Ii Disorder, Chih-Wei Hsu, Yang-Chieh Brian Chen, Edward Chia-Cheng Lai, Andrew A Nierenberg, Michael Berk, Sheng-Yu Lee, Liang-Jen Wang, Mu-Hong Chen, Yao-Hsu Yang, Chih-Sung Liang, Andre F Carvalho

Children’s Nutrition Research Center Staff Publications

Importance: Whether bipolar II disorder (BD-II) is associated with increased long-term mortality remains uncertain because most studies have not distinguished BD-II from bipolar I disorder (BD-I).

Objective: To examine whether BD-II is associated with elevated all-cause and cause-specific mortality compared with population controls, unaffected siblings, and those with BD-I.

Design, setting, and participants: This population-based, retrospective cohort study used data from Taiwan's National Health Insurance Database from January 1, 2000, to December 31, 2022. Individuals 12 years or older with 2 or more psychiatrist-assigned BD-II diagnoses were individually matched to 4 controls without BD-II by sex and birthdate. Additional comparisons …

Weaning Drives Microbiome-Mediated Epigenetic Regulation To Shape Immune Memory In Mice, Li Yang, Robert C Peery, Shirui Zhou, Xiaomin Chen, Leah M Farmer, Fabiola Gutierrez, Stephanie Fowler, Lanjing Zhang, Julia M Salamat, Karen Riggins, Jiejun Shi, Lanlan Shen

Children’s Nutrition Research Center Staff Publications

During weaning, the transition to solid food diversifies the gut microbiome, triggering a programmed immune response critical for long-lasting mucosal immunity. Previous work showed that the gut microbiome mediates epigenetic development in intestinal stem cells (ISCs) during suckling, but what happens during weaning is unclear. Here, genome-wide profiling revealed that weaning-driven microbiome changes shape the DNA methylome and transcriptome of murine ISCs in an IFNγ-dependent manner. Specifically, we observe demethylation of enhancer elements essential for MHC class II genes, which results in a transcriptional memory that persists through differentiation into adulthood. IFNγ blockade, or low-dose penicillin to target Gram-positive bacteria, …

Predicting Ventilation From Single Breathing Phase Non-Contrast Ct Using Swin Transformers, Yi-Kuan Liu, Hsu-Ting Kuo, Alaa Melek, Richard Castillo, Yevgeniy Vinogradskiy, Lili Zhao, Girish Nair, Edward Castillo

Department of Radiation Oncology Faculty Papers

BACKGROUND: Pulmonary ventilation imaging enables functional avoidance radiotherapy treatment plans by quantifying regional lung function. However, current clinical standards, such as 99𝑚Tc-based single-photon emission computed tomography (SPECT), rely on radioactive tracers, which can introduce imaging deposition artifacts. CT ventilation imaging (CTVI) methods based on both physical models and deep learning approaches currently require multiple CT images as input, such as the inhale/exhale phases of a 4DCT. While the theoretical foundation of physics-based CTVI is built on multi-phase information, the feasibility of single-phase deep learning CTV models has not been determined.

PURPOSE: While deep learning methods have predicted SPECT ventilation from …

Computed Tomography For Four-Dimensional Dose Calculation: Effect Of Detector Array Length, Inhwan Yeo, Qianyi Xu

Department of Radiation Oncology Faculty Papers

PURPOSE: Four-dimensional computed tomography (4DCT) is susceptible to a geometrical error when respiration changes upon patient shift. 4DCT using 16-cm detector arrays, not needing the shift, has been shown to improve geometrical accuracy, compared with a conventional 4DCT (4-cm array), albeit with some Hounsfield unit discrepancies. The 4DCTs were validated for 4D planning.

MATERIALS AND METHODS: A lung-mimicking phantom containing a spherical target with ten respiratory traces and three tumor-shaped targets with their traces was respectively imaged when, to each of the ten-positions/phases, the lung was moved (1) step-wisely by helical scan at each movement (ground truth; 4DCT_GT), …

Factors Associated With Child Protective Services Referrals In Young Children With Isolated Skull Fractures., Karli Breeden-Carino, Joanne N. Wood, Cindy W. Christian, Tagrid M. Ruiz-Maldonado, Daniel M. Lindberg, Angela Bachim, Lori Frasier, Terra N. Frazier, Nancy S. Harper, Sara E. Kruczek, Farah Brink, Jennifer E. Wolford, Jan Leonard, M Katherine Henry

Manuscripts, Articles, Book Chapters and Other Papers

OBJECTIVE: Many young children with isolated skull fractures are referred to child protective services (CPS) despite being assessed to have a low likelihood of abuse. We sought to identify factors associated with CPS referrals in this population and to quantify hospital-level variation.

METHODS: We performed a multicenter retrospective cross-sectional study of children < 2 years with skull fractures with or without a small underlying intracranial hemorrhage (ICH) and no additional injuries undergoing a child abuse pediatrics (CAP) subspecialty evaluation. We explored associations between demographic factors, clinical characteristics, psychosocial risk factors, and hospital site with CPS referral status. We performed multivariable logistic regression, adjusting for transfer status and all significant covariates from unadjusted analyses. We utilized marginal standardization to calculate the estimated probability of CPS referrals at each site, adjusting for all factors in the final model.

RESULTS: Of 528 children, 303 (57.4%) were referred to CPS, with 86.5% referred before CAP consultation. In multivariable logistic regression, presence of psychosocial risk factors (OR 4.00; 95% CI 2.25, 7.11), in-person CAP consult (OR 3.93; 1.61, 9.62), inflicted or no trauma history provided (OR 6.15; 3.30, 11.45), …

Phenome-Wide Analysis Of Copy Number Variants In 470,727 Uk Biobank Genomes, Xueqing Zoe Zou, Fengyuan Hu, Haiyi Lou, Oliver S Burren, Xiaoyin Li, Karyn Megy, Eleanor Wheeler, Qiang Wu, Santosh S Atanur, Marcin Karpinski, Douglas Loesch, Zammy Fairhurst-Hunter, Sri V V Deevi, Erin Oerton, Sean Wen, Xiao Jiang, Cecilia Salvoro, Jonathan Mitchell, Abhishek Nag, Ben Hollis, Amanda O'Neill, Jen Harrow, Stewart Macarthur, Sebastian Wasilewski, Sean O'Dell, Lifeng Tian, Katherine R Smith, Guillermo Del Angel, Margarete Fabre, Ryan S Dhindsa, Quanli Wang, Slavé Petrovski, Keren Carss

Duncan NRI Faculty and Staff Publications

Copy number variants (CNVs) are key drivers of human diversity and disease risk1. Here we evaluate the role of CNVs across a broad range of human phenotypes and diseases by analysing CNVs from 470,727 UK Biobank whole-genome sequences and conducting a variant- and gene-level phenome-wide association study (PheWAS) with 2,941 plasma protein abundance measurements, 13,336 binary clinical phenotypes and 1,911 quantitative traits. Proteomic analyses validated functional associations of CNVs with nearby genes (cis-protein quantitative trait loci; cis-pQTLs)—with deletions and duplications typically associated with reduced and increased protein levels, respectively—and uncovered previously unknown protein–protein interactions …

Dominant Clones Leverage Developmental Epigenomic States To Drive Ependymoma, Alisha S Kardian, Hua Sun, Siri Ippagunta, Nicholas Laboe, Srinidhi Varadharajan, Kwanha Yu, Hsiao-Chi Chen, Erik Emanus, Tuyu Zheng, Riley M Deneen, Jon P Connelly, Yong-Dong Wang, Jiangshan Zhan, Hengxi Liu, Kimberley Lowe, Taylor Bugbee, Rakesh Pathak, Amanda Bland, Sanya Mehta, Sophie Cochiolo, Amir Arabzade, Blake Holcomb, Kaitlin M Budd, Gabriele Kembuan, Tristen Wright, Emma Caesar, Maxwell Park, Amelia Hancock, David Gee, Joel Murdoch, Yi Xiao, Samuel K Mcbrayer, Thomas E Merchant, Jun Qi, Adam D Durbin, Lindsay A Schwarz, Li Wang, Andrew M Donson, Nicholas K Foreman, Sameer Agnihotri, Alfonso Lavado, Suzanne J Baker, David W Ellison, Hyun Kyoung Lee, Shondra M Pruett-Miller, Kelsey C Bertrand, Benjamin Deneen, Stephen C Mack

Faculty, Staff and Students Publications

ZFTA–RELA is the most recurrent genetic alteration seen in paediatric supratentorial ependymoma (EPN) and is sufficient to initiate tumours in mice1. Despite its oncogenic potential, ZFTA–RELA (ZR) is observed nearly exclusively in childhood EPN, with tumours located distinctly in the supratentorial brain of the central nervous system1. We proposed that specific chromatin modules accessible during brain development would render distinct cell lineage programs at direct risk of transformation by ZR. To test this hypothesis, we performed combined single-nucleus assay for transposase-accessible chromatin and RNA (snMultiome) sequencing of the developing mouse forebrain compared with ZR-driven mouse …

A Comprehensive Review Of Tear Fluid Proteome Alterations In Dry Eye Disease: Insights Into Pathophysiology And Biomarker Potential, Saleh Ahmed, Steven Safille, Victoria Clifton, Shruti Sharma, Cintia S De Paiva, Ashok Sharma

Faculty, Staff and Students Publications

Tear fluid is a highly specialized and dynamic biofluid composed of proteins, lipids, mucins, and electrolytes that is essential for maintaining ocular surface integrity, immune defense, and tear film stability. Growing evidence from tear proteomic studieshas revealed extensive alterations in protein composition in dry eye disease (DED), reflecting a complex interplay between local ocular surface pathology and systemic inflammatory influences. This review summarizes proteomic findings from 50 published studies to identify tear proteins that are consistently upregulated or downregulated in DED and to interpret their biological relevance in the context of ocular surface homeostasis. Across studies, proteins upregulated in DED …

Comprehensive Profiling Of The Human Tear Fluid Mirnome Using Small Rna Sequencing, Garrett Jones, Drew Mayernik, Saleh Ahmed, Eliza Williams, Jeremy Altman, Tae Jin Lee, Amy Estes, Cintia S De Paiva, Pamela Martin, Shruti Sharma, Ashok Sharma

Faculty, Staff and Students Publications

Purpose: To generate a comprehensive profile of microRNAs (miRNAs) present in human tear fluid using next-generation sequencing (NGS), establish a reference miRNome for healthy human tear fluid, and investigate whether miRNA expression varies by sex, race, or age.

Methods: Tear samples were collected from 32 adults using Schirmer strips. RNA was isolated using the miRNeasy Serum/Plasma Kit, and cDNA libraries were prepared using the QIAseq miRNA Library Kit. Barcoded libraries were sequenced on the NovaSeq 6000 platform. Bioinformatic analyses included adapter trimming, alignment to miRBase, normalization with DESeq2, and functional annotation using multiMiR and clusterProfiler. Differential expression analysis was performed …

Rexinoid Net-3ib Promotes Resident Macrophage Gene Expression And Mitigates Desiccation-Induced Ocular Surface Disease, Jehan Alam, Yangluowa Qu, Jianming Shao, Ebru Yaman, Karen Zheng, Hiroki Kakuta, Stephen C Pflugfelder

Faculty, Staff and Students Publications

Purpose: To evaluate the effects of rexinoid NEt-3IB on desiccating stress-induced dry eye, as well as monocyte/macrophage gene expression and cellular trajectory.

Methods: Eyes were topically treated with rexinoid NEt-3IB (5 µM) or vehicle three times a day for 5 days of desiccating stress-induced dry eye. Single-cell RNA sequencing (RNA-seq) profiled gene expression in conjunctival immune cells. RNA-seq was also used to evaluate gene expression in lipopolysaccharide (LPS)-stimulated, dexamethasone-treated (Dex, 1 µM), or NEt-3IB-treated (1-1000 nM) cultured monocytes. Cellular state trajectory and latent time were inferred with scVelo, and latent-time-associated genes were identified using Monocle 3. Permeability to Oregon Green-labeled …

Development And Internal Validation Of A Pretransplant Biomarker Panel For Mortality Prediction Following Liver Transplant, Guergana G Panayotova, Sopio Simonishvili, Lianhua Jin, Duc T Nguyen, Edward A Graviss, Yong Qin, Anastasia Xynogala, Tumininu Ayorinde, Laurie J Minze, Alexander Lemenze, Krupa R Mysore, Julie M Corkrean, Linda W Moore, Flavio Paterno, Ashish Saharia, Constance M Mobley, Arpit Amin, Mark J Hobeika, Xian C Li, Paul J Gaglio, R Mark Ghobrial, James V Guarrera, Keri E Lunsford

Faculty, Staff and Students Publications

Importance: Current pretransplant clinical scoring systems fail to accurately estimate post-liver transplant (LT) survival, making recipient selection challenging. Persistent immune dysfunction contributes to early LT recipient mortality but is not captured by existing models.

Objective: To identify plasma biomarkers of pretransplant immune dysfunction and to develop a biomarker-based pre-LT risk stratification tool to predict post-LT mortality.

Design, setting, and participants: Prospective biomarker analysis of consecutively enrolled adult LT recipients was conducted. Healthy controls were included for baseline comparison. Patients undergoing LT at Houston Methodist Hospital (October 1, 2013, to December 31, 2017) and Rutgers/University Hospital (January 1, 2019, to March …

The International Pediatric Headache Didactic Series: A Novel Curriculum Innovation, Sara Pavitt, Sruthi Ilangovan, Zoë Allen, Samantha L Irwin, Irene Patniyot

Faculty, Staff and Students Publications

Objectives: The International Pediatric Headache Didactic Series (IPHDS) was developed to provide free, comprehensive pediatric headache education to healthcare professionals worldwide. The objective of this study was to describe the design, implementation, and impact of this prospective educational intervention.

Background: Headache is the most common neurological symptom within the pediatric population. Yet, only nine fellowships are offered in pediatric headache medicine. Limitations in access to education and training are often cited as reasons for diagnostic and management barriers. To address this gap, the IPHDS was established in July 2022.

Methods: IPHDS is a recurring series consisting of 23 biweekly lectures. …