Digital Commons Network^™

Bayesian Multi-Cell Type Models For The Analysis Of Complex Immune Cell Populations With Application To Ovarian Cancer., Chase J. Sakitis, Jose Laborde, Julia Wrobel, Alex C. Soupir, Christelle M. Colin-Leitzinger, Benjamin G. Bitler, Mary K. Townsend, Andrew B. Lawson, Joellen M. Schildkraut, Shelley S. Tworoger, Kathryn L. Terry, Lauren C. Peres, Brooke L. Fridley

Manuscripts, Articles, Book Chapters and Other Papers

To understand how the tumor immune microenvironment (TIME) impacts clinical outcomes and treatment response, researchers have been leveraging single-cell protein multiplex imaging techniques. These technologies measure multiple protein markers simultaneously within a tissue sample, providing a more complete assessment of the TIME. However, statistical challenges arise from the over-dispersed and zero-inflated nature of the data and from relationships among different immune cell populations. To address these challenges, we developed a Bayesian hierarchical method using a beta-binomial (BB) distribution to model the abundance of multiple immune cell types simultaneously while incorporating relationships and immune cell differentiation paths. We applied the model …

3d Reconstruction Of Spatial Transcriptomics With Spatial Pattern Enhanced Graph Convolutional Neural Network, Chen Tang, Yuansheng Zhou, Xue Xiao, Lei Dong, Lei Yu, Qiwei Li, Guanghua Xiao, Lin Xu

Faculty, Staff and Student Publications

Spatially resolved transcriptomics (SRT) is a promising new technology that enables simultaneous analysis of gene expression and spatial information for biomedical research. However, the existing statistical and deep learning algorithms used for analyzing SRT data rely solely on two-dimensional (2D) spatial coordinates, which limits their ability to accurately identify spatial domains, spatially variable genes (SVGs), cell-to-cell communications, and developmental trajectories in a three-dimensional (3D) spatial manner. To address these limitations, we introduced Spa3D, which utilized the anti-leakage Fourier transform and graph convolutional neural network model to reconstruct 3D-based spatial structures from multiple 2D SRT slices. We demonstrate that Spa3D is …

Assessing The Effects Of Ehealth Literacy And The Area Deprivation Index On Barriers To Electronic Patient Portal Use For Orthopedic Surgery: Cross-Sectional Observational Study, Audrey Lynn Litvak, Nicholas Lin, Kelly Hynes, Jason Strelzow, Jeffrey G Stepan

2020-Current year OA Pubs

BACKGROUND: As electronic patient portals (EPPs) continue to gain popularity and systems transition to online tools for scheduling, communication, and telehealth, patients without access or skills to use these tools may be overlooked.

OBJECTIVE: This study analyzed patient and neighborhood-level factors, including eHealth literacy level and the Area Deprivation Index (ADI), that may limit EPP access for orthopedic surgery.

METHODS: A cross-sectional, survey-based study was performed at a single urban tertiary academic medical center in the United States across foot and ankle, hand and upper extremity, and orthopedic trauma subspecialty clinics from June 21, 2022, to August 12, 2022. Survey …

The Do-Kb Knowledgebase 2026 Update: Expanding Programmatic And Language Access., J Allen Baron, Claudia M Sánchez-Beato Johnson, Michael A Schor, Dustin Olley, Lance Nickel, Victor Felix, Susan M. Bello, Carol Greene, Richard Lichenstein, Katharine Bisordi, Rima Koka, Cynthia Bearer, Regina Macatangay, Nischal Ada, Kaitlin Ballenger, Emily Bliss, Lauren Colliver, Grace Dobbins, Harrison Heitzig, Shannan Dixon, Patrick Semesky, Jennifer Garth, Matthew Fairchild, Peter Gaskin, Sarina Zahid, Rachel Castillo, Sarah Edwards, Astrid Widjaja, Yamei Usui, Erin Lynch, Melissa Clarkson, Todd Detwiler, Lynn M Schriml

Faculty Research 2026

The Human Disease Ontology Knowledgebase (DO-KB; https://disease-ontology.org/), a Global Core Biodata Resource, serves as a reference framework for multiscale biomedical data integration and analysis, within a unifying etiology-based disease classification. In this 2026 update of the Human Disease Ontology (DO) and DO-KB resource, we present significant advances in programmatic data retrieval and disease representation since our previous NARdb publication. Here we report on the development of a DO Nosology education program, the Spanish translation of the DO website and ontology content, and expansion of disease knowledge representation.

N-Palmitoyl Glutamine Is A Candidate Mediator Of Cardiorespiratory Fitness, Jeremy M Robbins, Mark Benson, Anthony R P Verkerke, Gaurav Tiwari, Shuliang Deng, Prashant Rao, Usman A Tahir, Julian Avila-Pacheco, Xu Shi, Yuntian Guan, Foje-Geh Tendoh, Jacob L Barber, Patricia E Miller, Andrew S Perry, Michael E Hall, Alexis C Wood, Kent D Taylor, Wendy S Post, Stephen S Rich, Matthew Nayor, James G Wilson, Gregory D Lewis, Ravi V Shah, Jerome I Rotter, Scott A Summers, Laura M Raffield, Shingo Kajimura, Claude Bouchard, Clary B Clish, Mark A Sarzynski, Robert E Gerszten

Children’s Nutrition Research Center Staff Publications

Background: Cardiorespiratory fitness is an integrative measure of cardiometabolic health and predictor of survival, yet little is known about its molecular underpinnings. Small molecule metabolites and lipids are increasingly recognized as exercise-stimulated signaling molecules and candidate molecular transducers of cardiorespiratory fitness.

Methods: We performed nontargeted liquid chromatography mass spectrometry-based plasma metabolomics in 654 participants (mean age, 35 years; 55% women) from the HERITAGE Family Study (Health, Risk Factors, Exercise Training, and Genetics) who had cardiorespiratory fitness (maximal oxygen uptake [VO2max]) measured by cardiopulmonary exercise testing and underwent 20 weeks of supervised endurance training. Metabolite-VO2max relationships were assessed using linear regression …

A Phase 1, First-In-Human, Dose Escalation Study Of Jnj-80038114, A Psmaxcd3 Bispecific Antibody, In Participants With Metastatic Castration-Resistant Prostate Cancer, Andrew Hudson, Anuradha Jayaram, Benjamin Garmezy, Nicholas Zorko, Kevin Zarrabi, Ligi Mathews, Brent Rupnow, Mengjie Li, Debopriya Ghosh, Karen Urtishak, Peter Francis, Sherry Wang, Edward Attiyeh, Johann De Bono

Department of Medical Oncology Faculty Papers

PURPOSE: Prostate-specific membrane antigen (PSMA) has been identified as a therapeutic target for metastatic castration-resistant prostate cancer (mCRPC). The recent success of radioligands targeting PSMA spurred development of new PSMA-targeting agents including immunotherapy. JNJ-80038114 is a bispecific antibody that binds PSMA on tumor cells and CD3 on T cells to induce anti-tumor activity.

METHODS: This was a phase 1, open-label, multicenter study of JNJ-80038114 in participants with mCRPC and ≥ 1 prior systemic therapy. JNJ-80038114 was administered subcutaneously every 3 weeks (Q3W), starting at 0.1 mg. The primary endpoint was safety. Secondary endpoints included pharmacokinetics (PK), immunogenicity, and prostate-specific antigen …

Music Therapy Versus Cognitive Behavioral Therapy Via Telehealth For Anxiety In Survivors Of Cancer: A Randomized Clinical Trial, Kevin T. Liou, Joke Bradt, M. Beatriz Currier, Raymond Baser, Katherine Panageas, Jodi Macleod, Desiree Walker, Susan Q. Li, Ana Maria Lopez, Kelly Mcconnell, Jun J. Mao

Department of Medical Oncology Faculty Papers

PURPOSE: Anxiety is prevalent, disruptive, and undertreated among survivors of cancer. Cognitive behavioral therapy (CBT) is the first-line treatment, but not all individuals have access, respond to treatment, or prefer this option because of stigma. Music therapy is effective for short-term anxiety reduction, but it is unknown whether it is noninferior to first-line CBT for long-term anxiety reduction.

METHODS: This comparative effectiveness trial randomly assigned English- or Spanish-speaking survivors of cancer to seven weekly telehealth sessions of music therapy or CBT. The coprimary end points were changes in the Hospital Anxiety and Depression Scale (HADS) anxiety score at weeks 8 …

Knockrbp: An Integrated Multi-Omics Database Of Functional Perturbation Profiles For Rna-Binding Proteins, Mengyuan Yang, Jiawei Li, Jiajia Liu, Xingzheng Lu, Xiaobo Zhou, Yungang Xu

Faculty, Staff and Student Publications

RNA-binding proteins (RBPs) regulate diverse post-transcriptional processes, yet their functional impacts across multiple molecular layers remain incompletely characterized. KnockRBP (https://knockrbp.xu-bioinfo.com) is presented as a comprehensive, multi-omics database systematically cataloging regulatory changes resulting from genetic perturbation of RBPs. The resource integrates 1453 datasets from GEO, ENA, and ENCORE, encompassing RNA-seq, Ribo-seq, microRNA (miRNA)-seq, and 3'RACE-seq across 639 RBPs, 182 cell lines, and 61 diseases. Regulatory outcomes covered include alternative splicing, alternative polyadenylation, RNA editing, transcript abundance, translation efficiency, and miRNA expression, with all events processed through standardized analytical pipelines and annotated with open reading frame consequences, predicted loss-of-function impacts, and established …

Spatial2gwas: A Database For Linking Spatial Transcriptomic Regions With Gwas Traits, Xi Hu, Aoqi Wang, Huan Yu, Pora Kim, Xiaobo Zhou

Faculty, Staff and Student Publications

Spatial heterogeneity of gene expression within tissue regions has a critical influence on biological functions, thereby affecting disease pathogenesis. However, systematic associations between spatially resolved transcriptomes and phenotypes, especially in complex diseases, remain underexplored. Here, we developed spatial2GWAS (http://www.spatial2gwas.cn), a comprehensive resource linking spatial transcriptomic (ST) regions with GWAS traits. In the database, we collected 1196 ST slices (human and mouse) from five technologies and 812 GWAS traits spanning 18 phenotype categories and identified 29 701 ST slice-GWAS trait pairs containing 47 492 significant regions. Functional analyses reveal distinct patterns of cell type composition, gene expression, GO/KEGG pathway activation, and …

Modality-Agnostic, Patient-Specific Digital Twins Modeling Temporally Varying Digestive Motion, Jorge Tapias Gomez, Nishant Nadkarni, Lando S Bosma, Jue Jiang, Ergys D Subashi, William P Segars, James M Balter, Mert R Sabuncu, Neelam Tyagi, Harini Veeraraghavan

Faculty, Staff and Student Publications

No abstract provided.

The Igvf Catalog-From Genetic Variation To Function, Daofeng Li, Shane Liu, Wenjin Zhang, Juan F Macias-Velasco, Tianjie Liu, Sarah Cody, Lucinda Antonacci-Fulton, Ting Wang, Et Al.

2020-Current year OA Pubs

Genomic variation between individuals is essential for understanding how differences in the genome sequence affect molecular and cellular processes. The Impact of Genomic Variation on Function (IGVF) Consortium aims to uncover the relationships among genomic variation, genome function, and phenotypes by combining experimental techniques, such as single-cell mapping and genomic perturbation assays, with computational approaches such as machine learning-based predictive modeling. The IGVF Data and Administrative Coordinating Centers collect, analyze, and disseminate data and results from across the consortium through an open-source platform called the IGVF Catalog. This resource includes, but is not limited to, data on the effects of …

Intravenous Thrombolysis In Patients On Direct Oral Anticoagulants: Analysis Of The Get With The Guidelines Stroke Registry, Shadi Yaghi, Opeolu Adeoye, Et Al.

2020-Current year OA Pubs

BACKGROUND: Intravenous thrombolysis for acute ischemic stroke (AIS) is a proven effective treatment. Whether thrombolysis in patients with AIS with recent direct oral anticoagulant (DOAC) use is safe and efficacious is not well established. We aimed to compare outcomes of patients with AIS and recent DOAC use who received thrombolysis to those otherwise eligible but excluded due to recent DOAC use.

METHODS: This study included patients for the GWTG (Get With The Guidelines) registry with a diagnosis of AIS within 4.5 hours from last known normal, on a DOAC, and either (1) received intravenous thrombolysis, or (2) were excluded from …

Predicting Sepsis In Heart Failure Patients Supported By Left Ventricular Assist Devices: The Role Of Ve-Cadherin And Adam10, Shiyi Li, Iván Murrieta-Álvarez, Ismael Garcia, Katherine V Nordick, Rishav Bhattacharya, Shreyo Ghosh, Ronald A Shaju, Adel M Hassan, Carl P Walther, Camila Hochman-Mendez, Alexis E Shafii, Kenneth K Liao, Nandan K Mondal

Faculty, Staff and Students Publications

Vascular endothelial cadherin (VE-Cadherin) is a major endothelial adhesion molecule and can be cleaved explicitly by metalloproteinase domain-containing protein 10 (ADAM10). Vascular hyperpermeability may contribute to a greater susceptibility to sepsis in left ventricular assist device (LVAD) support patients. We aim to evaluate the efficacy of VE-Cadherin and ADAM10 for predicting sepsis in LVAD patients. We prospectively recruited 50 patients with advanced heart failure receiving LVAD therapy. Baseline and weekly postoperative blood samples (weeks 1-4) were collected, and plasma VE-cadherin and ADAM10 levels were measured. Sepsis occurred in 9 of 50 patients (18.0%). Across all sampling points, plasma VE-cadherin and …

Bio-Adrenomedullin Predicts Death And Major Adverse Cardiovascular Events In Cardiac Amyloidosis: A Cross-Continental Multicenter Study, Maximilian L Müller, Fabian Knebel, Katrin Hahn, Janin Schulte, Birte Arlt, Oliver Hartmann, Kaitlin M S Moore, Seiji Takashio, Yasuhiro Izumiya, Joshua D Mitchell, Kenichi Tsujita, Ulf Landmesser, Bettina Heidecker

2020-Current year OA Pubs

BACKGROUND: Bio-ADM (bioactive adrenomedullin) is a vasoactive peptide hormone that predicts clinical outcomes in heart failure-the main driver of adverse outcomes in cardiac amyloidosis (CA). This prospective observational study sought to assess the prognostic role of bio-ADM in CA.

METHODS: Patients with CA were enrolled from amyloid centers in Germany (observation cohort), Japan, and the United States (combined validation cohort). Bio-ADM was quantified using the sphingotest bio-ADM assay. Associations of bio-ADM with all-cause death and major adverse cardiovascular events over 2 years were assessed using Kaplan-Meier and Cox regression analyses. Likelihood ratio chi-square tests for nested models evaluated whether adding …

Mass Spectrometry Footprinting Reveals How Kinetic Stabilizers Counteract Transthyretin Dynamics Altered By Pathogenic Mutations, Francisca Pinheiro, Ravi Kant, Saketh Chemuru, Nathalia Varejão, Adrián Velázquez-Campoy, David Reverter, Irantzu Pallarès, Michael L Gross, Salvador Ventura

2020-Current year OA Pubs

The aggregation of transthyretin (TTR) results in life-threatening transthyretin amyloidosis. Familial forms of the disease arise from point mutations that destabilize the TTR tetramer, leading to its dissociation and/or monomer unfolding and subsequent formation of amyloid fibrils. Small molecules that kinetically stabilize the native tetramer effectively inhibit this aggregation. Although over 300 X-ray crystal structures of TTR have been determined, these data refer to a static structure and do not capture the conformational effects of mutations and ligand binding. Here, we demonstrate that hydrogen-deuterium exchange (HDX) and fast photochemical oxidation of proteins (FPOP) coupled with mass spectrometry (MS) offer critical …

What Is The Psychological And Cognitive Impact Of Returning Alzheimer Disease Dementia Research Results To Healthy Research Participants? A Delayed-Start Randomised Clinical Trial Protocol For The Weshare Study (Washington University Study Of Having Alzheimer Disease), Sarah M Hartz, Spondita Goswami, Amy Oliver, Alissa Evans, Sacha Jackson, Erin Linnenbringer, Krista M Moulder, John C Morris, Jessica Mozersky

2020-Current year OA Pubs

INTRODUCTION: Returning research results that indicate risk of Alzheimer disease (AD) dementia-a disease for which no meaningful treatments or cure exist-to cognitively normal participants is controversial. AD is thought to begin many years before clinical signs and symptoms begin. During this time, individuals are cognitively normal but have biomarkers that indicate pathophysiological changes in the brain. With this study, we aim to evaluate the impact of returning research results on cognitively normal participants recruited from a longitudinal observational cohort on ageing at the Knight Alzheimer Disease Research Centre (Knight ADRC) at Washington University in St. Louis.

METHODS AND ANALYSIS: Our …

Association Between Monoclonal Gammopathy Of Undetermined Significance And Cardiovascular Disease Risk: A Veterans Health Administration Study, Tzeyu L Michaud, Mei Wang, Daphne R Friedman, Lawrence Liu, Theodore S Thomas, Kristen M Sanfilippo, Graham A Colditz, Martin W Schoen, Su-Hsin Chang

2020-Current year OA Pubs

BACKGROUND: Monoclonal gammopathy of undetermined significance (MGUS) is associated with an increased risk of cardiovascular disease (CVD). However, its potential to provide additional prognostic information beyond traditional CVD risk assessments remains unknown. This study aimed to examine the association between MGUS and incident CVD and to determine whether MGUS status offers additional prognostic value beyond the established atherosclerotic cardiovascular disease risk calculation.

METHODS: We conducted a retrospective, matched observational study using 2010 to 2021 Veterans Health Administration data. MGUS status, confirmed through a validated natural language processing algorithm, were 1:5 matched to individuals without MGUS. The outcome of interest was …

Stakeholder Perspectives On Humanistic Implementation Of Computer Perception In Health Care: Qualitative Study, Kristin M Kostick-Quenet, Meghan E Hurley, Syed Ayaz, John D Herrington, Casey J Zampella, Julia Parish-Morris, Birkan Tunç, Gabriel Lázaro-Muñoz, Jennifer Blumenthal-Barby, Eric A Storch

Center for Medical Ethics and Health Policy Staff Publications

Background: Computer perception (CP) technologies-including digital phenotyping, affective computing, and related passive sensing approaches-offer unprecedented opportunities to personalize health care, especially mental health care, yet they also provoke concerns about privacy, bias, and the erosion of empathic, relationship-centered practice. At present, it remains elusive what stakeholders who design, deploy, and experience these tools in real-world settings perceive as the risks and benefits of CP technologies.

Objective: This study aims to explore key stakeholder perspectives on the potential benefits, risks, and concerns associated with integrating CP technologies into patient care. A better understanding of these concerns is crucial for responding to …

A Prognostic Matrix Gene Expression Signature Defines Functional Glioblastoma Phenotypes And Niches, Monika Vishnoi, Zeynep Dereli, Zheng Yin, Elisabeth K Kong, Meric Kinali, Kisan Thapa, Ozgun Babur, Kyuson Yun, Nourhan Abdelfattah, Xubin Li, Behnaz Bozorgui, Mary C Farach-Carson, Robert C Rostomily, Anil Korkut

Faculty, Staff and Student Publications

Interactions among tumor, immune, and vascular niches play major roles in glioblastoma (GBM) malignancy and treatment responses. The composition and heterogeneity of extracellular core matrix proteins (CMPs) that mediate such interactions are not well understood. Here, we present an analysis of the clinical relevance of CMP expression in GBM at bulk, single-cell, and spatial anatomical resolution. We show that CMP enrichment is associated with worse patient survival, specific driver oncogenic alterations, mesenchymal state, pro-tumor immune infiltration, and immune checkpoint expression. Matrisome expression is enriched in vascular and leading edge/infiltrative niches that are known to harbor glioma stem cells. Finally, we …

Accurate Chromatin Marks Peak Calling With Omnipeak, Oleg Shpynov, Maxim N Artyomov

2020-Current year OA Pubs

Chromatin immunoprecipitation sequencing (ChIP-seq) is a widely used technique for identifying transcription-factor binding and histone modifications across the genome. Peaks in ChIP-seq data vary in length depending on the biological context, from narrow transcription factor binding sites to broad histone modification domains. However, commonly used peak-calling tools are tailored to the specific types of data and struggle to consistently handle various peak lengths, datasets of varying quality, and missing control tracks-common issues in comparative or meta-analyses. These limitations are addressed with Omnipeak, a universal unsupervised peak-calling algorithm based on a constrained three-state hidden Markov model. Omnipeak accurately models global genomic …

Β2 And Β3a Regulatory Subunits Can Coassemble In The Same Bk Channels, Yu Zhou, Vivian Gonzalez-Perez, Xiao-Ming Xia, Gopal S Kallure, Sandipan Chowdhury, Christopher J Lingle

2020-Current year OA Pubs

Ca2+- and voltage-activated BK-type K+ channels are influenced profoundly by associated regulatory subunits, including β subunits (Kcnmb1-4; β1-β4). Although overlap in expression of different BK β subunits occurs in native tissues, whether they can coassemble in the same channel complex is not known. We coexpress β2 and β3a subunits together with BK α and, through a combination of macroscopic and single-channel recordings, along with quantitative pull-down of tagged subunits, test whether coassembly can occur. We evaluate two models: (1) random mixing in which β2 and β3a subunits coassemble in the same channels, and (2) segregation in which β2 and β3a …

Towards A Unified Gating Scheme For The Cnbd Ion Channel Family, Jenna L Lin, Baron Chanda

2020-Current year OA Pubs

Cyclic nucleotide-binding domain (CNBD) channels are critical components of numerous bioelectrical processes, including cardiac pacemaking, neuronal signaling, phototransduction in the eye, and stomatal regulation in plants. While members of this channel family share a conserved overall structure, they exhibit striking differences in voltage sensitivity. Hyperpolarization-activated cyclic nucleotide-gated channels are activated by membrane hyperpolarization, whereas ether-à-go-go channels open upon depolarization. Mutagenesis and chimeragenesis studies have revealed that some mutants display bipolar gating behavior-remaining closed at intermediate membrane potentials but capable of opening in response to both hyperpolarization and depolarization. Remarkably, in certain cases, just a few mutations are sufficient to reverse …

Micrornas In Prostate Cancer Liquid Biopsies: Early Detection, Prognosis, And Treatment Monitoring, Seyyed Mohammad Yaghoubi, Erfan Zare, Sina Jafari Dargahlou, Maryam Jafari, Mahdiye Azimi, Maedeh Khoshnazar, Solmaz Shirjang, Behzad Mansoori

Student Papers, Posters & Projects

Prostate cancer (PCa) is a common malignancy in men worldwide, with incidence projected to rise in the coming years. Traditional screening and diagnostic methods, such as prostate-specific antigen (PSA) testing and biopsy, face limitations in specificity and invasiveness. Circulating microRNAs (miRNAs) have emerged as stable, non-invasive biomarkers obtainable via liquid biopsies (blood, urine, semen) that could transform PCa management. These small regulatory RNAs reflect underlying tumor biology and are detectable at early disease stages, enabling improved early detection when used alongside or in place of PSA. Distinct miRNA expression patterns correlate with tumor aggressiveness. For example, miR-141 and miR-375 are …

Perspectives From The 2025 Iscbi/Isci Joint Workshop On Genetic Stability, Clonal Monitoring, Ethical Data Governance, And Global Inclusion In Stem Cell Banking., Jung-Hyun Kim, Andreas Kurtz, Ivana Barbaric, Maneesha S Inamdar, Martin Pera, Nissim Benvenisty, Nika Shakiba, Rosario Isasi, Tadaaki Hanatani, Glyn Stacey

Faculty Research 2026

Two international stem cell consortia, the International Stem Cell Initiative (ISCI) and the International Stem Cell Biobanking Initiative (ISCBI, www.iscbi.org ) held a workshop on June 15th 2025 in Hong Kong on genetic variants in human pluripotent stem cell (hPSC) lines and accurate and standardized documentation of donor/hPSC genetic information including ethnicity. The occurrence and detection of genetic variants is a key issue for assuring reproducible stem cell research data and the safety of stem cell derived medicinal products. Presentations by leading experts addressed the nature of hPSC genetic variants, their detection and accurate recording of genetic data and ethnicity. …

Bromodomain And Extra-Terminal Protein Inhibitors Modulate Natural Killer Cell Function And Differentiation., Eric S. Geanes, Gage Greening, Maria Aggelakopoulou, Linh Huyen Truong, Santosh Khanal, Cas Lemaster, Marc L. Herman, Rebecca Mclennan, Persephone Borrow, Todd Bradley

Manuscripts, Articles, Book Chapters and Other Papers

Natural killer (NK) cells are integral to the innate immune system, playing a crucial role in immune surveillance and the rapid response to virally infected and tumor cells. Epigenetic gene expression regulation significantly influences NK cell function and differentiation. Using a high-throughput small-molecule drug screening approach, we identified bromodomain and extra-terminal domain (BET) inhibitors (BETi) as potent modulators of NK cell function, reducing proinflammatory cytokine secretion while increasing markers of NK cell maturation and cytotoxicity. During NK lineage specification from hematopoietic stem cells, we demonstrated that BETi reduced NK cell fate and promoted increased myeloid cell differentiation. Moreover, differentiated NK …

Anti-Csf-1r Therapy With Combined Immuno-Chemotherapy Coordinate An Adaptive Immune Response To Eliminate Macrophage Enriched Triple Negative Breast Cancers, Diego A Pedroza, Xueying Yuan, Fengshuo Liu, Hilda L Chan, Christina Zhang, William Bowie, Alex J Smith, Sebastian J Calderon, Nadia Lieu, Weiguo Wu, Paul Porter, Poonam Sarkar, Na Zhao, Constanze V Oehler, Ondrej Peller, M Waleed Gaber, Qian Zhu, Charles M Perou, Xiang H-F Zhang, Jeffrey M Rosen

Faculty, Staff and Students Publications

Women diagnosed with metastatic triple negative breast cancer (mTNBC) have limited treatment options, are more prone to develop resistance and are associated with high mortality. A cold tumor immune microenvironment (TIME) characterized by low T cells and high tumor associated macrophages (TAMs) in mTNBC is associated with the failure of standard-of-care chemotherapy and immune checkpoint blockade (ICB) treatment. We demonstrate that the combination of immunomodulatory low-dose Cyclophosphamide (CTX) coupled with anti-CSF-1R antibody targeted therapy (SNDX-ms6352) and anti-PD-1 (ICB), was highly effective against aggressive metastatic Trp53 null TNBC transplantable syngeneic models that present with high macrophage infiltration. Mechanistically, CSF-1R inhibition along …

Celltra: Aligning Cell Names With Gene Expression Via A Pathway-Informed Transformer, Zhao Li, Zaiyi Zheng, Rongbin Li, Wenbo Chen, Yuntao Yang, Meer A Ali, Jundong Li, W Jim Zheng

Faculty, Staff and Student Publications

Motivation: Single-cell RNA sequencing (scRNA-Seq) technology enables detailed exploration of gene expression at the individual cell level, crucial for annotating cell types and understanding cellular diversity. Traditional methods for cell type annotation often rely on marker genes and manual labeling, posing challenges due to low data quality and incomplete reference datasets.

Results: We developed CeLLTra, a novel contrastive learning framework that leverages a Transformer-based model integrating biological pathway information to group genes into super tokens, effectively capturing comprehensive gene expression from scRNA-Seq data. By combining this pathway-informed Transformer with a pretrained domain-specific language model, CeLLTra accurately aligns cell-type annotations with …

Deep-Learning Serial Ct Prediction Of Survival In Immunotherapy-Treated Non-Small Cell Lung Cancer., Chiharu Sako, Brenda F Kurland, Taly G Schmidt, Jing He, Marius De Groot, Arpan A Patel, Dwight H Owen, Arya Amini, Brendan D Curti, Ronan J Kelly, Ray D Page, Aurelie Swalduz, Jean-Paul Beregi, Jan Chrusciel, Stephane Sanchez, Jakob Weiss, An Liu, Olivier Gevaert, Alma Hart, George R Simon, Ravi B Parikh, Jasper Van Der Aart, Petr Jordan

Oncology Articles

IMPORTANCE: Reliable early response biomarkers for overall survival (OS) are lacking for patients receiving immune checkpoint inhibitor (ICI) therapy for advanced non-small cell lung cancer (NSCLC). Existing imaging-based measures, such as Response Evaluation Criteria in Solid Tumors (RECIST) and tumor volume change (TVC), have limited predictive value for long-term outcomes, and advanced imaging-based biomarkers may enhance decision-making in clinical practice and clinical trials.

OBJECTIVE: To develop and validate a fully automated deep-learning imaging-based biomarker using pretherapy and 12-week follow-up computed tomography (CT) scans.

DESIGN, SETTING, AND PARTICIPANTS: This prognostic study used retrospectively collected HER data from routine clinical practice (RCP) …

Cholesterol Efflux Protein, Abca1, Supports Anticancer Functions Of Myeloid Immune Cells, Shruti V Bendre, Yu Wang, Basel Hajyousif, Rajendra K C, Shounak G Bhogale, Dhanya Pradeep, Natalia Krawczynska, Claire P Schane, Erin Weisser, Avni Singh, Simon Han, Hannah Kim, Lara Kockaya, Anasuya Das Gupta, Adam T Nelczyk, Hashni Epa Vidana Gamage, Yifan Fei, Desirée Rodríguez-Casiano, Xingyu Guo, Haoyun Li, Ryan J Deaton, Fei Mo, Maria Sverdlov, Peter H Gann, Saurabh Sinha, Sahil Sahni, Kun Wang, Kevin Van Bortle, Emad Tajkorshid, Wendy A Woodward, Wonhwa Cho, Erik R Nelson

Faculty, Staff and Student Publications

Breast and other solid tumors respond poorly to immune therapy. Myeloid cells (MCs) such as macrophages contribute to resistance. Established clinical evidence links cholesterol to cancer outcomes, with MC function being regulated by cholesterol metabolism. We screened MC-expressed regulators of cholesterol homeostasis linked to survival and identified the cholesterol efflux protein ABCA1. ABCA1 activity increases anticancer functions of macrophages: enhancing tumor infiltration, decreasing angiogenic potential, reducing efferocytosis, and improving support of CD8+ T cell activity. Mechanistically, different AKT isoforms are involved, through both PI3K-dependent and PI3K-independent mechanisms. Highlighting the clinical relevance of our findings are correlations between ABCA1 in macrophages …

Nf2 Loss Malignantly Transforms Human Pancreatic Acinar Cells And Enhances Cell Fitness Under Environmental Stress, Yi Xu, Michael H Nipper, Angel A Dominguez, Chenhui He, Francis E Sharkey, Sajid Khan, Han Xu, Daohong Zhou, Lei Zheng, Yu Luan, Jun Liu, Pei Wang

Faculty, Staff and Student Publications

Pancreatic ductal adenocarcinoma (PDAC) occurs as a complex, multifaceted event driven by the interplay of tumor-permissive genetic mutations, the nature of the cellular origin, and microenvironmental stress. In this study, using primary human pancreatic acinar 3D organoids, we performed a CRISPR-KO screen targeting 199 potential tumor suppressors curated from clinical PDAC samples. Our data revealed significant enrichment of a list of candidate genes, with neurofibromatosis type 2 associated gene (NF2) emerging as the top target. Functional validation confirmed that loss of NF2 promoted the transition of PDAC to an invasive state, potentially through extracellular matrix modulation. NF2 inactivation …