Digital Commons Network^™

Ucva Ontology: Standardizing Local Context Factors To Support The Analysis Of Unwarranted Clinical Variation, Apollo Mcowiti, Xubing Hao, Rebecca Z Lin, Laila Rasmy-Bekhet, Cui Tao, Susan Fenton

Faculty, Staff and Student Publications

Objectives: Unwarranted clinical variation (UCV), defined as care provided to a patient that is not proportional to the patient's needs, clinical characteristics, or preferences, results in negative patient outcomes. UCV detection is performed to compare healthcare outcomes across regions or organizations and reduce UCV incidences. However, the lack of standardized UCV concepts and the local context factors hinder the interoperability of UCV analyses between organizations. Currently, UCV analysis relies on centralized analysis, posing challenges due to the proprietary nature of an organization's healthcare and operational data. Standardizing analysis factors enables interoperable analyses by establishing a common context between organizations. This …

Growth Hormone Pathway As A Prognostic And Therapeutic Biomarker In Patients With Unresectable Hepatocellular Carcinoma Treated With Radiation Therapy, Joe R Eid, Safa Kaseb, Lianchun Xiao, Ryan Sun, Mahesh Kumar Kannan, Manal Hassan, Asif Rashid, Hop S Tran Cao, Hesham M Amin, Eugene J Koay

Faculty, Staff and Student Publications

Purpose: Radiation therapy (RT) has emerged as an effective local therapy option for patients with unresectable hepatocellular carcinoma (HCC) and is associated with improved overall survival (OS). However, some patients still have poor outcomes after RT, and biomarkers are needed to stratify prognostic groups. High circulating growth hormone (GH) levels promote HCC proliferation and survival and are associated with aggressive disease. In this study, we evaluated whether pretreatment GH levels are associated with OS and progression-free survival (PFS) in patients who underwent RT for unresectable HCC.

Methods and materials: Patients undergoing RT for HCC during 2017-2023 were identified from a …

Computational Modeling Meets 3d Bioprinting: Emerging Synergies In Cardiovascular Disease Modeling, Tanmay Mukherjee, Mehdi Salar Amoli, Sarah Rezapourdamanab, Lama Rita El Shammas, Martin L Tomov, Emilio A Mendiola, Vahid Serpooshan, Reza Avazmohammadi

Faculty, Staff and Student Publications

Cardiovascular diseases (CVDs) remain the leading cause of death worldwide, underscoring the need for improved strategies in diagnosis, treatment, and disease modeling. Traditional in vitro models often fall short in replicating human CV physiology, prompting efforts to advance cardiac tissue engineering and computational modeling. Among these, three-dimensional (3D) bioprinting has emerged as a transformative tool, enabling the creation of biomimetic CV constructs that more faithfully replicate native tissue structure and function. However, challenges persist in achieving appropriate mechanical properties and long-term performance of engineered CV constructs. Computational modeling offers powerful solutions to assist with these challenges, providing predictive insights into …

Estrogen As A Therapeutic Agent: Targeting Endotheliopathy And Coagulopathy In Trauma, Niruktha Raghavan, Mira Patel, Bryan A Cotton, Julia Coleman, Donald Jenkins

Faculty, Staff and Student Publications

Background: Traumatic injury remains a leading cause of death, often due to uncontrolled hemorrhage and trauma-induced coagulopathy (TIC). TIC is critically triggered by the endotheliopathy of trauma, involving endothelial cell injury and glycocalyx degradation. Despite conventional advances, the stable casualty rate underscores the urgent need for new precision resuscitation strategies that acknowledge factors like biological sex.

Design: The central hypothesis is that estrogen confers a survival advantage in hormonally active females through a dual action: endothelial cell stabilization (halting glycocalyx shedding) and its inherent procoagulant effect. The analysis assesses the therapeutic potential of both exogenous estrogen and female-derived blood products …

A Rare Case Of Gastric Ascariasis, Sharon Pan, Kevin Yu, Blaine A Mathison, Yan Gao, Marc Roger Couturier, Salem Muayad, Violeta Chávez, Ranya Selim

Faculty, Staff and Student Publications

Background: Ascariasis, caused by the parasitic roundworm Ascaris lumbricoides, is one of the most common helminthic infections globally. Spread by contaminated soil through the fecal-oral route, A. lumbricoides typically infects the small intestine and has rarely been reported to infect the stomach.

Case summary: We describe an unusual case of a male in his 30s with a history of neuroendocrine tumor (NET) who immigrated from Colombia and who underwent esophagogastroduodenoscopy (EGD) and colonoscopy for further evaluation of abdominal pain. He was incidentally found to have a female Ascaris worm in his stomach that was retrieved during the EGD.

Conclusion: …

Vo: The Vaccine Ontology, Jie Zheng, Asiyah Yu Lin, Anthony Huffman, Anna Maria Masci, Rebecca Racz, Guanming Wu, Kallan Roan, Edison Ong, Sirarat Sarntivijai, Joy Hu, Eliyas Asfaw, Hayleigh Kahn, Xingxian Li, Xumeng Zhang, Joshua Monickaraj, Nilufer Kosar, Jianfu Li, Warren Manuel, Rashmie Abeysinghe, Hasin Rehana, Benu Bansal, Yuanyi Pan, Jinjing Guo, Virginia He, Justin Song, Andrey I Seleznev, Katelyn Hur, Anna He, Alexander Davydov, Qi Yang, Anna Ostropolets, Randi Vita, Bjoern Peters, Alan Ruttenberg, Alexander D Diehl, Charles Tapley Hoyt, Paola Roncaglia, Rachael P Huntley, Richard H Scheuermann, Melanie Courtot, Thomas Todd, Samantha Sayers, Fang Chen, Xinna Li, Feng-Yu Yeh, Zuoshuang Xiang, Arzucan Ozgur, Patricia L Whetzel, Mark A Musen, Christopher J Mungall, Wolfgang W Leitner, Licong Cui, Lesley A Colby, Harry L T Mobley, Brian D Athey, Gilbert S Omenn, Lindsay G Cowell, Cui Tao, Junguk Hur, Barry Smith, Yongqun He

Faculty, Staff and Student Publications

Vaccines are widely used in both research and clinical settings. To facilitate FAIR data practices, we urgently need to standardize vaccine representation, integrate information across diverse vaccine types, and support computer-assisted reasoning. Accordingly, we have since 2007 developed the community-based Vaccine Ontology (VO), which aligns with the Basic Formal Ontology and adheres to OBO Foundry principles. VO ontologically models vaccines, vaccine components, vaccine immune responses, vaccine investigation studies and other vaccine-related topics. VO represents more than 10,000 vaccines targeting 289 infectious pathogens and cancers in humans and over 30 nonhuman animal species. VO provides mappings to external resources such as …

Admixture-Informed Polygenic Risk Reporting Using The Eprs Framework, Yu-Jyun Huang, Nuzulul Kurniansyah, Matthew O Goodman, Brian W Spitzer, Jiongming Wang, Adrienne Stilp, Cecelia Laurie, Paul S De Vries, Han Chen, Yuan-I Min, Mario Sims, Gina M Peloso, Xiuqing Guo, Joshua C Bis, Jennifer A Brody, Laura M Raffield, Jennifer A Smith, Wei Zhao, Jerome I Rotter, Stephen S Rich, Susan Redline, Myriam Fornage, Robert Kaplan, Nora Franceschini, Daniel Levy, Alanna C Morrison, Eric Boerwinkle, Nicholas L Smith, Charles Kooperberg, Bruce M Psaty, Sebastian Zöllner, Tamar Sofer

Faculty, Staff and Student Publications

Polygenic risk score values vary with genetic ancestry due to differences in population-specific allele frequencies and linkage disequilibrium patterns. We present a framework to calibrate polygenic risk scores based on ancestral makeup. We propose the "expected polygenic risk score" or ePRS, defined as the expected value of a polygenic risk score based on one's global or local admixture patterns. We further define the "residual polygenic risk score" or rPRS as measuring the deviation of the polygenic risk score from the ePRS. The ePRS reflects the baseline ancestry-driven component of genetic risk, whereas the rPRS isolates an ancestry-agnostic measure of genetic …

Hyperdynamic Microtubule-Based Structural Changes In Monocyte-Derived-Neuronal-Like Cells From Patients With Schizophrenia, Alfredo Bellon, Alonso Cortez-Resendiz, Lauren N Forrest, Omar Elmarasi, Janani Iyer, Anjali Iyer, Chachrit Khunsriraksakul, Dajiang Liu, L Elliot Hong, Therese M Jay, Marie-Odile Krebs, Anne Hosmalin

Faculty, Staff and Student Publications

A consistent postmortem finding in schizophrenia (SCZ) is reduction in dendrites' size. However, neurons with larger dendritic trees have also been encountered. In vitro experiments with neurons and neuronal-like cells coming directly from patients with SCZ showed similar results, evidencing at times more extensions and at others less arborizations. The process of extending and retracting neuronal outgrowths depends on microtubules polymerization and depolymerization. The possibility that microtubule polymerization/depolymerization is related to defects in the neuronal structure comes from several microtubular anomalies reported in SCZ such as its abnormal distribution in the cytoplasm, irregular shape of microtubules and even absence of …

The Right Time For A Synapse To Change: Windows And Mechanisms Of Multiday Training Trials, Rong-Yu Liu, Yili Zhang, Roberta Calvo, Paul Smolen, John H Byrne

Faculty, Staff and Student Publications

Although learning over multiple days is more effective than a single day of training, the underlying cellular mechanisms of repeated training trials remain poorly understood. With a combination of empirical and computational approaches, we determined a critical time window for a second stimulus block of a multiday training protocol to augment long-term synaptic facilitation (LTF) of the Aplysia sensorimotor synapse and long-term enhancement of neuronal excitability (LTEE), two cellular correlates of learning and memory. A second stimulus block delivered 24 h after the first block significantly enhanced LTF and LTEE, but was without effect at 18 or 32 h. This …

Cross-Sectional Associations Of Metabolically Healthy Obesity, Lifestyle Factors, And Steatotic Liver Disease In Adults From The Fels Longitudinal Study, Ariana L Garza, Audrey C Choh, John Blangero, Cici X Bauer, Stefan A Czerwinski, Miryoung Lee

Faculty, Staff and Student Publications

Objective: To examine the associations of metabolic health and obesity phenotypes with liver fat accumulation and hepatic steatosis in adults.

Methods: We analyzed 676 non-Hispanic white adults (18-95 years; 55.8% female) from the Fels Longitudinal Study using a cross-sectional design. Participants were classified into metabolically healthy normal weight (MHNW), metabolically healthy obesity (MHO), metabolically unhealthy normal weight (MUNW), and metabolically unhealthy obesity (MUO) phenotypes. Metabolically unhealthy status was defined as the presence of ≥1 metabolic dysfunction, consistent with prior epidemiological definitions; secondary analyses using ≥2 were also performed. Obesity was defined using DXA-derived body fat percentage. Liver fat (%) was …

Risk Of Alzheimer Dementia After High-Dose Vs Standard-Dose Influenza Vaccination, Avram Samuel Bukhbinder, Yaobin Ling, Lauren Jhin, Elizabeth He, Kristofer Harris, Mya Rodriguez, Jenna Thomas, Gabriela Cruz, Kamal Phelps, Yejin Kim, Luyao Chen, Xiaoqian Jiang, Paul E Schulz

Faculty, Staff and Student Publications

Background and objectives: Previous studies, including large cohort analyses comparing vaccinated and unvaccinated adults, suggest that routine immunizations such as inactivated influenza vaccines (IIVs) may reduce Alzheimer dementia (AD) risk. Whether AD risk differs after high-dose IIV (H-IIV) vs standard-dose IIV (S-IIV) remains unexamined. We hypothesized that AD risk would be lower among adults ≥65 years after H-IIV compared with S-IIV.

Methods: This retrospective cohort study analyzed data spanning 2014-2019 from IQVIA PharMetrics Plus for Academics, a US health care claims database. Eligible participants were ≥65 years with ≥2 years of continuous medical and pharmaceutical coverage and no previous diagnostic …

Engineering Function In Lung Biology: Integrating Imaging, Regenerative Constructs, And Functional Biodesign, Rene A Girard, Jamie Tran, Yuqing Cai, Mary C Farach-Carson, Hadi T Nia, Allison M Greaney, Laura E Niklason, Killian Hurley, Elvin Blanco, Sinem Koc-Günel, Harry Karmouty-Quintana

Faculty, Staff and Student Publications

The lung is a uniquely demanding target for regeneration because function depends on the coordinated integration of cellular diversity, three-dimensional architecture, cyclic mechanical forces, vascular perfusion, immune surveillance, and extracellular matrix remodeling. While single-cell and spatial profiling, lineage tracing, and iPSC-derived models have transformed our understanding of lung cell states and developmental potential, these descriptive approaches have also highlighted a central bottleneck: the field still lacks broadly adopted platforms to test whether engineered tissues and regenerative interventions restore function under physiologic load. In this review, we focus on emerging technologies that enable functional biodesign in lung biology by coupling engineered …

Modeling Early Human Heart Development Using An Ipsc-Based 3d Bioprinted Model Of Embryonic Heart Tube, Linqi Jin, Christian Park, Sunder Neelakantan, Shweta Karnik, Arnab Dey, Sarah Fineman, Roshni Nandwani, Carmen J Gil, Boeun Hwang, Melissa A Cadena, Vani Sridhar, Jing Wang, Yuxiao Wu, Connor J Evans, Lan Li, Sarah Rezapourdamanab, Mehdi Salar Amoli, Martin L Tomov, Ryan K Roeder, Reza Avazmohammadi, Lakshmi Prasad Dasi, Hanjoong Jo, Eric Weeks, Holly D Bauser-Heaton, Sean M Wu, Vahid Serpooshan

Faculty, Staff and Student Publications

Human heart development depends on tightly coordinated genetic programs and biomechanical cues, yet the underlying cell-microenvironment interactions remain poorly understood because the developing heart is difficult to study in utero and accurate experimental models are lacking. Recent advances in stem cell biology and three-dimensional (3D) bioprinting now allow the construction of human tissue analogues with defined structure and function. Here we show a perfusable 3D bioprinted model of the human embryonic heart tube composed of layered myocardium, cardiac jelly, and endocardium. Human induced pluripotent stem cell-derived cardiomyocytes and endothelial cells are cultured under controlled flow conditions, producing constructs with high …

Diagnostic Potential For Igm Antibody Detection By The Dpp Syphilis Tnt Assay In Neonates At Risk For Congenital Syphilis, Irene A Stafford, Lierni Ugartemendia Ugalde, Laura M Goetzl, Analuisa Mosqueda, Sabrina Dacosta, Dhammika Gunasekera, Mark Rivieccio, Javan Esfandiari, Konstantin P Lyashchenko

Faculty, Staff and Student Publications

Neonatal IgM antibodies reflect an in utero immune response to Treponema pallidum and may offer added diagnostic value. This study evaluated the test performance of treponemal IgM levels measured by the research-use-only (RUO) Dual Path Platform (DPP) Syphilis TnT point-of-care (POC) assay for congenital syphilis (CS) risk stratification. Conducted from May 2023 to May 2025, this study tested neonatal serum samples from infants born to mothers with syphilis using the DPP Syphilis TnT RUO POC assay, which reports treponemal and nontreponemal IgM levels as relative light units (RLU). Neonates were classified as confirmed proven or highly probable CS, possible …

Genome-Wide Association Study Of Copy Number Variations In Parkinson’S Disease, Zied Landoulsi, Ashwin Ashok Kumar Sreelatha, Nicole Kuznetsov, Claudia Schulte, Dheeraj Reddy Bobbili, Ludovica Montanucci, Costin Leu, Lisa-Marie Niestroj, Emadeldin Hassanin, Cloé Domenighetti, Pierre-Emmanuel Sugier, Milena Radivojkov-Blagojevic, Peter Lichtner, Berta Portugal, Connor Edsall, Jens Krüger, Dena G Hernandez, Cornelis Blauwendraat, George D Mellick, Alexander Zimprich, Walter Pirker, Manuela Tan, Ekaterina Rogaeva, Anthony Lang, Sulev Koks, Pille Taba, Suzanne Lesage, Alexis Brice, Jean-Christophe Corvol, Marie-Christine Chartier-Harlin, Eugenie Mutez, Kathrin Brockmann, Angela B Deutschländer, Georges M Hadjigeorgiou, Efthimos Dardiotis, Leonidas Stefanis, Athina Maria Simitsi, Enza Maria Valente, Simona Petrucci, Letizia Straniero, Anna Zecchinelli, Gianni Pezzoli, Laura Brighina, Carlo Ferrarese, Grazia Annesi, Andrea Quattrone, Monica Gagliardi, Lena F Burbulla, Hirotaka Matsuo, Akiyoshi Nakayama, Nobutaka Hattori, Kenya Nishioka, Sun Ju Chung, Yun Joong Kim, Lukas Pavelka, Pierre Kolber, Bart Pc Van De Warrenburg, Bastiaan R Bloem, Andrew B Singleton, Dan Vitale, Mathias Toft, Lasse Pihlstrom, Leonor Correia Guedes, Joaquim J Ferreira, Soraya Bardien, Jonathan Carr, Eduardo Tolosa, Mario Ezquerra, Pau Pastor, Karin Wirdefeldt, Nancy L Pedersen, Caroline Ran, Andrea C Belin, Andreas Puschmann, Carl E Clarke, Karen E Morrison, Dimitri Krainc, Matt J Farrer, Dennis Lal, Alexis Elbaz, Thomas Gasser, Rejko Krüger, Manu Sharma, Patrick May

Faculty, Staff and Student Publications

We investigated the role of copy number variations (CNVs) in Parkinson's disease (PD) using genotyping data from 10,815 patients (2731 early-onset PD, EOPD) and 8901 controls from the COURAGE-PD consortium. CNVs were analyzed using a sliding window genome-wide association and burden approach. No genome-wide significant CNVs were detected in the overall cohort, but a robust deletion spanning exons 2-6 of PRKN was identified in EOPD cases, validated by MLPA, and replicated in the GP2 dataset (23,089 cases, 18,824 controls). CNV burden was significantly enriched in PD-related genes, primarily driven by PRKN, with the strongest effect observed in EOPD. PRKN CNV …

Prmt5 Inhibition Impairs Fanconi Anemia Pathway-Mediated Homologous Recombination And Enhances The Antitumor Efficacy Of Temozolomide In Glioblastoma, Shumpei Onishi, Sridharan Jayamohan, Ashis Chowdhury, Sarah Rivas, Yoshihiro Otani, Celine Ertekin, Jean-Paul Bryant, Sara A Murphy, Kimberly A Rivera-Caraballo, Stuart Walbridge, Bayu Sisay, Dragan Maric, Abdel Elkahloun, Kory Johnson, Desmond A Brown, John D Heiss, Ashish H Shah, Tae Jin Lee, Sangamesh G Kumbar, Ji Young Yoo, Andrew J Brenner, Balveen Kaur, Gangadhara R Sareddy, Yeshavanth Kumar Banasavadi-Siddegowda

Faculty, Staff and Student Publications

Despite multimodal therapy of surgical resection, radiation, and chemotherapy, glioblastoma patients show a dismal prognosis. Protein Arginine Methyltransferase 5 (PRMT5) is overexpressed in glioblastoma, and its inhibition imparts an anti-tumor effect. Tumor cells invariably develop resistance to Temozolomide (TMZ), the standard chemotherapeutic agent for glioblastoma. However, the mechanistic role of PRMT5 in treatment-resistant glioblastoma is unknown. Patient-derived glioma stem-like cells (GSCs), treated with PRMT5 inhibitor (LLY-283) or transfected with PRMT5-target-specific siRNA, were treated with TMZ and subjected to in vitro functional and mechanistic studies. The intracranial mouse xenograft model was used to test the in vivo antitumor efficacy of combination …

Single-Nucleus Brain Transcriptomics Reveals Microglia Dysfunction In Multiple System Atrophy, Rasmus Rydbirk, Frederik Nørby Friis Sørensen, Jonas Folke, Henriette Haukedal, Andrea Asenjo Martinez, Irene Lisa Vargas, Simone Mcgarry, Oline Chantell Hollmann, Camila Gherardelli, Sofia Sepulveda, Adam T Szafran, Michael A Mancini, Sanne Simone Kaalund, Tomasz Brudek, Lisette Salvesen, Sara Bech, Justyna Okarmus, Peter Kharchenko, Morten Meyer, Claudio Soto, Kristine Freude, Abhisek Mukherjee, Susana Aznar, Konstantin Khodosevich

Faculty, Staff and Student Publications

Multiple system atrophy (MSA) is a rare, age-related neurodegenerative disease that shares clinical and pathological features with Parkinson's disease (PD) but presents a more devastating disease course. To elucidate the distinct cellular pathophysiology, we performed single-nucleus RNA sequencing on postmortem striatal brain tissue from 7 MSA and 12 PD patients, and 10 non-neurological cases. Here, we show significant compositional differences in astroglia and microglia subtypes, while oligodendroglia and neurons are comparable. PD brains show abundant microglia expressing MHC class II HLA haplotypes, indicative of a proinflammatory state, alongside more homeostatic astrocytes. In contrast, MSA lack activated microglia but has more …

Decoding Immunotherapy Response Through Computational Modeling, Bingrui Li, Ruihan Luo, Kexin Huang, Jiajia Liu, Weiling Zhao, Xiaobo Zhou

Faculty, Staff and Student Publications

Immunotherapy has seen success in treating patients with cancer, but variable responses underscore the need for effective patient stratification and therapy planning. Computational tools integrating multi-omics, imaging and machine learning have advanced, yet reliable personalized predictions remain challenging. This review analyzes the field through four converging paradigms: classical machine learning, deep learning, graph and network modeling, and mechanistic systems biology. We examine the evolution from correlational features to representation learning, relational inference, and causal simulation of tumor-immune dynamics, highlighting the shift towards multi-modal fusion and interpretable, clinically deployable models. By providing an integrated review of these computational tools, we hope …

Therapeutic Potential Of Glp-1 Receptor Agonists For Smoking Cessation, Christian S Hendershot, W Kyle Simmons, Manish K Jha, Sherry A Mckee, Luba Yammine

Faculty, Staff and Student Publications

Glucagon-like peptide-1 (GLP-1) therapies are under investigation for a growing number of neuropsychiatric conditions, including substance use disorders. Cigarette smoking accounts for the largest proportion of substance use-related morbidity and mortality, in part reflecting increased risk for cardiometabolic disease among people who smoke. Given modest quit rates with approved smoking cessation therapies, medications with novel mechanisms of action are needed to expand the available monotherapy and combination treatment options. Treatments that prevent post-cessation weight gain could further reduce relapse and cardiometabolic risks following smoking cessation. Preclinical findings show that GLP-1 receptor agonists (GLP-1RA) modulate nicotine reward, reduce nicotine self-administration, and …

Multi-Trait Polygenic Scores For Copd And Copd Exacerbations Implicate Druggable Proteins, Chengyue Zhang, Iain R Konigsberg, Yixuan He, Jingzhou Zhang, Tinashe Chikowore, William B Feldman, Xiaowei Hu, Yi Ding, Bogdan Pasaniuc, Diana Chang, Qingwen Chen, Jessica A Lasky-Su, Julian Hecker, Martin D Tobin, Jing Chen, Sean Kalra, Katherine A Pratte, Hae Kyung Im, Emily S Wan, Ani Manichaikul, Edwin K Silverman, Russell P Bowler, Leslie A Lange, Victor E Ortega, Alicia R Martin, Michael H Cho, Matthew R Moll

Faculty, Staff and Student Publications

BACKGROUND

We constructed multi-trait polygenic risk scores (PRSs) predicting chronic obstructive pulmonary disease (COPD) and exacerbations, validated their performance in diverse cohorts, and identified PRS-related proteins for potential therapeutic targeting.

METHODS

PRSmix+, a multi-trait PRS framework, is used to train a composite PRS (PRSmulti) in COPDGene non-Hispanic White participants (n = 6,647). Associations of PRSmulti with COPD status (GOLD 2–4 vs. GOLD 0 or ICD) and exacerbation frequency were tested in COPDGene African American (n = 2,466), ECLIPSE (n = 1,858), Mass General Brigham Biobank (n = 15,152), and All of Us (n = 118,566). …

An Artificial Intelligence Optimized Hepatic Differentiation Unveils Nr5a2 And Ap-1 Transcriptional Regulation In Hepatic Maturation, Zijun Huo, Jian Tu, Wei-Lei Yang, Mo-Fan Huang, Ruoyu Wang, Chih-Wei Chu, An Xu, Yao Yu, Tara N Tavakol, Mikal Kizilbash, Megan E Fisher, Yu-Wen Huang, Dandan Zhu, Trinh T T Phan, Rachel Shoemaker, Ya-Wen Chen, Yang Zhang, Chad D Huff, Shih-Yu Chen, Tien-Jen Liu, Haipeng Xiao, Dung-Fang Lee, Ruiying Zhao

Faculty, Staff and Student Publications

The generation of hepatocyte-like cells (HLCs) from human pluripotent stem cells (hPSCs) holds great promise for drug discovery and cell-based therapy for liver disease. However, current differentiation protocols are complicated and unstable, and the underlying gene regulatory mechanisms of hepatic differentiation remain incompletely defined. Here, we developed a machine learning-based artificial intelligence (AI) tool using phase-contrast images of hepatic progenitor cells (HPCs), which are essential for generating HLCs. The AI tool significantly improves the success rate of hepatic differentiation without the need for immunostaining or lineage tracing. By optimizing the methodology, we achieved an impressive purity of 90-95% for HLCs …

The Effects Of Orexin Receptor Antagonism During Early Withdrawal In Stimulant Use Disorder: Protocol For A Proof-Of-Concept Study, Heather Webber, Nikky Tran, Rita Blake, Sarah Goldman, Trevor George, Bill Bailey, Robert Suchting, Jin Yoon, Jessica Vincent, Michael Weaver, Joy Schmitz, Scott Lane

Faculty, Staff and Student Publications

Background: Stimulant use disorders (StimUDs), including cocaine and methamphetamine use disorders, remain a major public health concern in the United States with no US Food and Drug Administration (FDA)-approved pharmacological treatments. The early recovery period following stimulant use is marked by sleep disturbances, heightened stress reactivity, and dysregulated reward processing, contributing to high rates of resumption of use. Evidence from animal and human studies supports the orexin neuropeptide system as a promising therapeutic target for minimizing these disruptive mechanisms. Suvorexant, an FDA-approved dual orexin receptor antagonist for insomnia, has previously been shown to improve sleep, reduce stress, and attenuate craving …

Integration Of Aged Brain Multi-Omics Reveals Cross-System Mechanisms Underlying Alzheimer’S Disease Heterogeneity, Lucas P Scheidemantel, Katia De Paiva Lopes, Chris Gaiteri, Vilas Menon, Philip L De Jager, Julie A Schneider, Aron S Buchman, Yanling Wang, Shinya Tasaki, Roberto T Raittz, David A Bennett, Ricardo A Vialle

Faculty, Staff and Student Publications

The molecular correlates of Alzheimer's disease (AD) are increasingly being defined by multi-omics. However, findings from different data types are often difficult to reconcile. Here, we apply a data-driven multi-omics framework integrating seven omics layers from up to 1,358 aged human brain samples from the Religious Orders Study and Rush Memory and Aging Project. We demonstrate sprawling cross-omics biological factors relating to AD phenotypes. The strongest AD-associated factor (factor 8) is characterized by elevated immune activity at the epigenetic level, decreased heat shock gene expression in the transcriptome, and disrupted energy metabolism and cytoskeletal dynamics in the proteome. Unsupervised clustering …

Lgr5: From Stem Cell Marker To Therapeutic Target, Peyton C High, Maya G Cappellino, Tiffani A Blackburn, Kendra S Carmon

Faculty, Staff and Student Publications

Leucine-rich repeat-containing G protein-coupled receptor 5 (LGR5) is an established marker of normal and cancer stemlike cells. LGR5 has been implicated in promoting cancer cell plasticity that drives tumorigenesis, metastasis, and therapeutic resistance. LGR5 rapidly and constitutively internalizes and potentiates Wnt (Wingless/Int-1)/β-catenin and adhesion signaling pathways, though its precise mechanisms and interacting partners remain unresolved. An improved understanding of LGR5 signaling may provide invaluable insight into its intricate and important functions in cancer progression. Moreover, several LGR5-targeting therapies, including peptibody- and antibody-drug conjugates and bispecific antibodies, are showing promising efficacy and tolerability in colorectal cancer and other tumor types. This …

Bdcd: A Comprehensive Brain Disease Cell-Cell Communication Database, Xinyi Liu, Citu Citu, Wendao Liu, Nitesh Enduru, Andi Liu, Chia-Hao Tung, Zhongming Zhao

Faculty, Staff and Student Publications

Dysregulated cell–cell communication (CCC) is increasingly recognized as a driver of brain disease pathology, contributing to neuroinflammation, synaptic dysfunction, and neurodegeneration. Nevertheless, existing resources remain limited in brain specificity, regional coverage, and functional annotation. To address this gap, we develop the Brain Disease Cell-cell communication Database (BDCD), the first comprehensive resource focused on CCC networks across major brain diseases. BDCD integrates 38 manually curated datasets, comprising 8 519 425 single cells from single-cell RNA-seq studies and 140 744 spots from spatial transcriptomic maps, spanning 14 brain regions and 13 canonical cell types covering Alzheimer’s disease, Parkinson’s disease, schizophrenia, bipolar disorder, …

Instrumental Avoidance Promotes Safety Learning Across Distributed Neural Circuits, Zhenfu Wen, Lihan Cui, Muhammad Badarnee, Kai Zhang, Isabel Moallem, Hannah Mcmanus, Zakiya Atiyah, Joseph Borrelli, Wen Li, L Elliot Hong, Peter Kochunov, Mohammed R Milad

Faculty, Staff and Student Publications

Background: Instrumental avoidance is a coping strategy that plays a critical role in anxiety and trauma-related disorders. Yet, the neural mechanisms supporting instrumental avoidance and its interaction with extinction learning remain incompletely understood.

Methods: Fifty-nine healthy adults completed a two-day fMRI paradigm including Pavlovian threat conditioning, avoidance learning, extinction, and memory recall. Subjective reports measuring the 'fear ratings' for each CS were administered and analyzed across all experimental phases. Neural responses were analyzed using univariate general linear modeling and multivariate pattern analysis with a validated threat/safety decoder. To assess generalizability, the analysis pipeline was repeated in an independent cohort (n=59) …

White Matter Microstructure Alterations In Social Anxiety Disorder: A Mega-Analysis Across Twelve Cohorts In The Enigma-Anxiety Working Group, Eline F Roelofs, Nynke A Groenewold, Kinga Farkas, Alyssa H Zhu, Si Gao, Tiana Borgers, Udo Dannlowski, Kira Flinkenflügel, Dominik Grotegerd, Tim Hahn, Andreas Jansen, Elisabeth J Leehr, Tilo T J Kircher, Hannah Meinert, Igor Nenadić, Frederike Stein, Benjamin Straube, Tamer Demiralp, Raşit Tükel, P Michiel Westenberg, Jochen Bauer, Anna Kraus, Alexander G G Doruyter, Christine Lochner, David Hofmann, Thomas Straube, André Zugman, Monica E Calkins, Raquel E Gur, Ruben C Gur, Bart S Larsen, Theodore D Satterthwaite, Theresa M Slump, Roman A Vogler, Suzanne N Avery, Jennifer U Blackford, Jacqueline A Clauss, Su Lui, Sophia I Thomopoulos, Robert R J M Vermeiren, Neda Jahanshad, Peter V Kochunov, Paul M Thompson, Daniel S Pine, Dan J Stein, Nic J A Van Der Wee, Janna Marie Bas-Hoogendam

Faculty, Staff and Student Publications

Background: Studies investigating social anxiety disorder (SAD) have reported inconsistent alterations in white matter (WM) microstructure. The ENIGMA (Enhancing Neuro Imaging Genetics through Meta Analysis)-Anxiety Working Group investigated differences in the microstructure of 25 WM tracts between individuals with SAD and healthy control (HC) participants in a mega-analysis.

Methods: We analyzed data from 487 individuals with SAD and 1604 HC participants (ages 8-65 years) from 12 cohorts worldwide. Analyses and quality control were performed using standardized ENIGMA diffusion tensor imaging protocols. We primarily examined fractional anisotropy (FA) as the main parameter of WM microstructure. Linear mixed-effects analyses were conducted to …

Comparative Effectiveness Of Radiofrequency Or Microwave Ablation And Chemotherapy For The Treatment Of Large (>5 Cm) Hepatocellular Carcinoma Tumors, Artem Boyev, Nirav Thosani, Putao Cen, Jennifer M Bailey-Lundberg, Julie Rowe, Curtis J Wray

Faculty, Staff and Student Publications

Background and objectives

Treatment of hepatocellular carcinoma (HCC) >5 cm is problematic, as patients are often outside transplantation criteria, and cirrhosis compromises curative resection. The purpose of this study was to evaluate survival following treatment with ablation compared to chemotherapy in large HCC.

Methods

This was a retrospective cohort study of the National Cancer Database (NCDB) Participant User File from 2004 to 2017. Patients with HCC >5 cm in diameter treated with ablation versus chemotherapy alone were compared. Inverse probability-weighted propensity scores were used to model treatment assignments in the Cox proportional hazards model.

Results

A total of 14,783 HCC …

Dental Insurance Status Among Formerly Incarcerated Older Adults, Alexander Testa, Rafael Samper-Ternent, Dylan B Jackson, Kyle T Ganson, Vahed Maroufy, Jason M Nagata, Ana C Neumann

Faculty, Staff and Student Publications

Formerly incarcerated individuals have poorer oral health and less frequent dental care utilization than the general population. However, prior work has overlooked the relationship between prior incarceration and disparities in dental insurance coverage. Using data from the Health and Retirement Study (n = 11,638), findings from multiple logistic regression analyses demonstrate that formerly incarcerated older adults are significantly less likely to have dental insurance coverage (odds ratio [OR] = 0.745, 95% confidence interval [CI] = 0.608, 0.912). After accounting for the income-to-poverty ratio, this association was no longer statistically significant. Analyses using the Karlson-Holm-Breen method demonstrated that approximately 45% of …

Robo2 Variants Associated With Atrial Septal Defect Define A Novel Regulatory Element, Seong Won Kim, Michael Parfenov, Laura Rodriguez-Murillo, David A Conner, Arun Sharma, Inga Peter, Feng Xiao, Olivia Layton, Angela Tai, Tarsha Ward, Lauren K Wasson, Joshua M Gorham, Erica Mazaika, Valentina N Lagomarsino, Tracy L Young-Pearse, Elizabeth Goldmuntz, Hiroko Wakimoto, A J Agopian, David M Mckean, Steven R Depalma, William T Pu, Christine E Seidman, Bruce D Gelb, Jonathan G Seidman

Faculty, Staff and Student Publications

Background: Atrial septal defects (ASDs) are a prevalent type of congenital heart disease. Previous GWAS (Genome-Wide Association Studies) have identified common variants associated with ASDs, though their mechanisms remain unknown. We aimed to expand insights into the architecture of common variants associated with ASD risk and elucidate functional mechanisms.

Methods: We conducted a GWAS using isolated ASD cases and healthy controls and replicated findings in an independent cohort. We examined epigenetic marks within this ASD locus in human induced pluripotent stem cell-derived cardiomyocytes and fetal human hearts. We characterized the consequences of deletions introduced by CRISPR-Cas9 mutagenesis of human induced …