Medicine and Health Sciences Commons^™

Fusionpdb:: A Knowledgebase Of Human Fusion Proteins, Himansu Kumar, Lin-Ya Tang, Chengyuan Yang, Pora Kim

Faculty, Staff and Student Publications

Tumorigenic functions due to the formation of fusion genes have been targeted for cancer therapeutics (i.e. kinase inhibitors). However, many fusion proteins involved in various cellular processes have not been studied for targeted therapeutics. This is because the lack of complete fusion protein sequences and their whole 3D structures has made it challenging to develop new therapeutic strategies. To fill these critical gaps, we developed a computational pipeline and a resource of human fusion proteins named FusionPDB, available at https://compbio.uth.edu/FusionPDB. FusionPDB is organized into four levels: 43K fusion protein sequences (14.7K in-frame fusion genes, Level 1), over 2300 + 1267 …

Development Of A Rabbit Human Glioblastoma Model For Testing Of Endovascular Selective Intra-Arterial Infusion (Esia) Of Novel Stem Cell-Based Therapeutics, Peter Kan, Visish M Srinivasan, Joy Gumin, Roberto Garcia, Stephen R Chen, Jeremiah N Johnson, Dalis E Collins, Melissa M Chen, Daniel Ledbetter, Jason Huse, Zean Aaron Evan Luna, Ariadna Robledo, Viren Vasandani, Abhijit Rao, Sanjay K Singh, Elizabeth J Shpall, Juan Fueyo, Candelaria Gomez-Manzano, Frederick F Lang

Faculty, Staff and Student Publications

BACKGROUND: Endovascular selective intra-arterial (ESIA) infusion of cellular oncotherapeutics is a rapidly evolving strategy for treating glioblastoma. Evaluation of ESIA infusion requires a unique animal model. Our goal was to create a rabbit human GBM model to test IA infusions of cellular therapies and to test its usefulness by employing clinical-grade microcatheters and infusion methods to deliver mesenchymal stem cells loaded with an oncolytic adenovirus, Delta-24-RGD (MSC-D24).

METHODS: Rabbits were immunosuppressed with mycophenolate mofetil, dexamethasone, and tacrolimus. They underwent stereotactic xenoimplantation of human GBM cell lines (U87, MDA-GSC-17, and MDA-GSC-8-11) into the right frontal lobe. Tumor formation was confirmed on …

Dimerization Of The 4ig Isoform Of B7-H3 In Tumor Cells Mediates Enhanced Proliferation And Tumorigenic Signaling, Margie N Sutton, Sarah E Glazer, Riccardo Muzzioli, Ping Yang, Seth T Gammon, David Piwnica-Worms

Faculty, Staff and Student Publications

B7-H3 (CD276) has two isoforms (2Ig and 4Ig), no confirmed cognate receptor, and physiological functions that remain elusive. While differentially expressed on many solid tumors correlating with poor survival, mechanisms of how B7-H3 signals in cis (tumor cell) versus in trans (immune cell co-regulator) to elicit pro-tumorigenic phenotypes remain poorly defined. Herein, we characterized a tumorigenic and signaling role for tumor cell-expressed 4Ig-B7-H3, the dominant human isoform, in gynecological cancers that could be abrogated upon CRISPR/Cas9 knockout of B7-H3; tumorigenesis was rescued upon re-expression of 4Ig-B7-H3. Size exclusion chromatography revealed dimerization states for the extracellular domains of both human 4Ig- …

Pancanqtlv20: A Comprehensive Resource For Expression Quantitative Trait Loci Across Human Cancers, Chengxuan Chen, Yuan Liu, Mei Luo, Jingwen Yang, Yamei Chen, Runhao Wang, Joseph Zhou, Yong Zang, Lixia Diao, Leng Han

Faculty, Staff and Student Publications

Expression quantitative trait locus (eQTL) analysis is a powerful tool used to investigate genetic variations in complex diseases, including cancer. We previously developed a comprehensive database, PancanQTL, to characterize cancer eQTLs using The Cancer Genome Atlas (TCGA) dataset, and linked eQTLs with patient survival and GWAS risk variants. Here, we present an updated version, PancanQTLv2.0 (https://hanlaboratory.com/PancanQTLv2/), with advancements in fine-mapping causal variants for eQTLs, updating eQTLs overlapping with GWAS linkage disequilibrium regions and identifying eQTLs associated with drug response and immune infiltration. Through fine-mapping analysis, we identified 58 747 fine-mapped eQTLs credible sets, providing mechanic insights of gene regulation in …

Fak Drives Resistance To Therapy In Hpv-Negative Head And Neck Cancer In A P53-Dependent Manner, Phillip M Pifer, Liangpeng Yang, Manish Kumar, Tongxin Xie, Mitchell Frederick, Andrew Hefner, Beth Beadle, David Molkentine, Jessica Molkentine, Annika Dhawan, Mohamed Abdelhakiem, Abdullah A Osman, Brian J Leibowitz, Jeffrey N Myers, Curtis R Pickering, Vlad C Sandulache, John Heymach, Heath D Skinner

Faculty, Staff and Student Publications

PURPOSE: Radiation and platinum-based chemotherapy form the backbone of therapy in human papillomavirus (HPV)-negative head and neck squamous cell carcinoma (HNSCC). We have correlated focal adhesion kinase (FAK/PTK2) expression with radioresistance and worse outcomes in these patients. However, the importance of FAK in driving radioresistance and its effects on chemoresistance in these patients remains unclear.

EXPERIMENTAL DESIGN: We performed an in vivo shRNA screen using targetable libraries to identify novel therapeutic sensitizers for radiation and chemotherapy.

RESULTS: We identified FAK as an excellent target for both radio- and chemosensitization. Because TP53 is mutated in over 80% of HPV-negative HNSCC, we …

Experiences Of Family Communication And Cascade Genetic Testing For Hereditary Cancer In Medically Underserved Populations-A Qualitative Study, Erica M Bednar, J Alejandro Rauh-Hain, Jose J Garcia, Norma De Aguinaga, Mary Anne Powell, Sylvia L Peral, Roni Nitecki, Kirsten Jorgensen, Natasha L Rudy, Karen H Lu, Charles A Leath, Isabel C Scarinci

Faculty, Staff and Student Publications

UNLABELLED: We sought to explore the intrafamilial communication and cascade genetic testing (CGT) experiences of patients with hereditary cancer from diverse, medically underserved populations and their relatives. Participants included patients receiving oncology care at an urban, safety net hospital in Texas or comprehensive cancer center in Alabama and their first-degree relatives. In-depth semi-structured qualitative interviews were completed wherein patients shared their experiences with genetic counseling (GC), genetic testing (GT), and communicating their results to relatives. Relatives shared their experiences receiving information from the patient and considering CGT. Interviews were transcribed, coded, and themes were identified. Of 25 participating patients, most …

Contributions Of The Microbiome-Derived Metabolome For Risk Assessment And Prognostication Of Pancreatic Cancer, Ricardo A León-Letelier, Rongzhang Dou, Jody Vykoukal, Michele T Yip-Schneider, Anirban Maitra, Ehsan Irajizad, Ranran Wu, Jennifer B Dennison, Kim-An Do, Jianjun Zhang, C Max Schmidt, Samir Hanash, Johannes F Fahrmann

Faculty, Staff and Student Publications

Background: Increasing evidence implicates microbiome involvement in the development and progression of pancreatic ductal adenocarcinoma (PDAC). Studies suggest that reflux of gut or oral microbiota can lead to colonization in the pancreas, resulting in dysbiosis that culminates in release of microbial toxins and metabolites that potentiate an inflammatory response and increase susceptibility to PDAC. Moreover, microbe-derived metabolites can exert direct effector functions on precursors and cancer cells, as well as other cell types, to either promote or attenuate tumor development and modulate treatment response.

Content: The occurrence of microbial metabolites in biofluids thereby enables risk assessment and prognostication of PDAC, …

Targeting Dna Repair And Survival Signaling In Diffuse Intrinsic Pontine Gliomas To Prevent Tumor Recurrence, Monika Sharma, Ivana Barravecchia, Robert Teis, Jeanette Cruz, Rachel Mumby, Elizabeth K Ziemke, Carlos E Espinoza, Varunkumar Krishnamoorthy, Brian Magnuson, Mats Ljungman, Carl Koschmann, Joya Chandra, Christopher E Whitehead, Judith S Sebolt-Leopold, Stefanie Galban

Faculty, Staff and Student Publications

Therapeutic resistance remains a major obstacle to successful clinical management of diffuse intrinsic pontine glioma (DIPG), a high-grade pediatric tumor of the brain stem. In nearly all patients, available therapies fail to prevent progression. Innovative combinatorial therapies that penetrate the blood-brain barrier and lead to long-term control of tumor growth are desperately needed. We identified mechanisms of resistance to radiotherapy, the standard of care for DIPG. On the basis of these findings, we rationally designed a brain-penetrant small molecule, MTX-241F, that is a highly selective inhibitor of EGFR and PI3 kinase family members, including the DNA repair protein DNA-PK. Preliminary …

Mir126-Targeted-Nanoparticles Combined With Pi3k/Akt Inhibitor As A New Strategy To Overcome Melanoma Resistance, Maria Beatrice Arasi, Gabriele De Luca, Laura Chronopoulou, Francesca Pedini, Eleonora Petrucci, Michela Flego, Annarita Stringaro, Marisa Colone, Luca Pasquini, Massimo Spada, Valentina Lulli, Maria Chiara Perrotta, George Adrian Calin, Cleofe Palocci, Mauro Biffoni, Federica Felicetti, Nadia Felli

Faculty, Staff and Student Publications

Metastatic melanoma poses significant challenges as a highly lethal disease. Despite the success of molecular targeting using BRAFV600E inhibitors (BRAFis) and immunotherapy, the emergence of early recurrence remains an issue and there is the need for novel therapeutic approaches. This study aimed at creating a targeted delivery system for the oncosuppressor microRNA 126 (miR126) and testing its effectiveness in combination with a phosphatidylinositol 3-kinase (PI3K)/ protein kinase B (AKT) inhibitor for treating metastatic melanoma resistant to BRAFis. To achieve this, we synthesized chitosan nanoparticles containing a chemically modified miR126 sequence. These nanoparticles were further functionalized with an antibody specific to …

Impact Of Opioid-Free Analgesia On Pain Severity And Patient Satisfaction After Discharge From Surgery: Multispecialty, Prospective Cohort Study In 25 Countries, Tasman Collaborative

Faculty, Staff and Student Publications

BACKGROUND: Balancing opioid stewardship and the need for adequate analgesia following discharge after surgery is challenging. This study aimed to compare the outcomes for patients discharged with opioid versus opioid-free analgesia after common surgical procedures.

METHODS: This international, multicentre, prospective cohort study collected data from patients undergoing common acute and elective general surgical, urological, gynaecological, and orthopaedic procedures. The primary outcomes were patient-reported time in severe pain measured on a numerical analogue scale from 0 to 100% and patient-reported satisfaction with pain relief during the first week following discharge. Data were collected by in-hospital chart review and patient telephone interview …

Class Ii Hla-Drb4 Is A Predictive Biomarker For Survival Following Immunotherapy In Metastatic Non-Small Cell Lung Cancer, Cindy Y Jiang, Lili Zhao, Michael D Green, Shashidhar Ravishankar, Andrea M H Towlerton, Anthony J Scott, Malini Raghavan, Matthew F Cusick, Edus H Warren, Nithya Ramnath

Faculty, Staff and Student Publications

Immune checkpoint inhibitors (ICI) are important treatment options for metastatic non-small cell lung cancer (mNSCLC). However, not all patients benefit from ICIs and can experience immune-related adverse events (irAEs). Limited understanding exists for germline determinants of ICI efficacy and toxicity, but Human Leukocyte Antigen (HLA) genes have emerged as a potential predictive biomarker. We performed HLA typing on 85 patients with mNSCLC, on ICI therapy and analyzed the impact of HLA Class II genotype on progression free survival (PFS), overall survival (OS), and irAEs. Most patients received pembrolizumab (83.5%). HLA-DRB4 genotype was seen in 34/85 (40%) and its presence correlated …

Proteome-Wide Association Study And Functional Validation Identify Novel Protein Markers For Pancreatic Ductal Adenocarcinoma, Jingjing Zhu, Ke Wu, Shuai Liu, Alexandra Masca, Hua Zhong, Tai Yang, Dalia H Ghoneim, Praveen Surendran, Tanxin Liu, Qizhi Yao, Tao Liu, Sarah Fahle, Adam Butterworth, Md Ashad Alam, Jaydutt V Vadgama, Youping Deng, Hong-Wen Deng, Chong Wu, Yong Wu, Lang Wu

Faculty, Staff and Student Publications

Pancreatic ductal adenocarcinoma (PDAC) remains a lethal malignancy, largely due to the paucity of reliable biomarkers for early detection and therapeutic targeting. Existing blood protein biomarkers for PDAC often suffer from replicability issues, arising from inherent limitations such as unmeasured confounding factors in conventional epidemiologic study designs. To circumvent these limitations, we use genetic instruments to identify proteins with genetically predicted levels to be associated with PDAC risk. Leveraging genome and plasma proteome data from the INTERVAL study, we established and validated models to predict protein levels using genetic variants. By examining 8,275 PDAC cases and 6,723 controls, we identified …

Effect Of Acupuncture Vs Sham Acupuncture On Patients With Poststroke Motor Aphasia: A Randomized Clinical Trial, Boxuan Li, Shizhe Deng, Bifang Zhuo, Bomo Sang, Junjie Chen, Menglong Zhang, Guang Tian, Lili Zhang, Yuzheng Du, Peng Zheng, Gonglei Yue, Zhihong Meng

Faculty, Staff and Student Publications

IMPORTANCE: Motor aphasia is common among patients with stroke. Acupuncture is recommended as an alternative therapy for poststroke aphasia, but its efficacy remains uncertain.

OBJECTIVE: To investigate the effects of acupuncture on language function, neurological function, and quality of life in patients with poststroke motor aphasia.

DESIGN, SETTING, AND PARTICIPANTS: This multicenter, sham-controlled, randomized clinical trial was conducted in 3 tertiary hospitals in China from October 21, 2019, to November 13, 2021. Adult patients with poststroke motor aphasia were enrolled. Data analysis was performed from February to April 2023.

INTERVENTIONS: Eligible participants were randomly allocated (1:1) to manual acupuncture (MA) …

Inpatient Costs Of Treating Patients With Covid-19, Kandice A Kapinos, Richard M Peters, Robert E Murphy, Samuel F Hohmann, Ankita Podichetty, Raymond S Greenberg

Faculty, Staff and Student Publications

IMPORTANCE: With more than 6.2 million hospitalizations due to COVID-19 in the US, recognition of the average hospital costs to provide inpatient care during the pandemic is necessary to understanding the national medical resource use and improving public health readiness and related policies.

OBJECTIVE: To examine the mean cost to provide inpatient care to treat COVID-19 and how it varied through the pandemic waves and by important sociodemographic patient characteristics.

DESIGN, SETTING, AND PARTICIPANTS: This cross-sectional study used inpatient-level data from March 1, 2020, to March 31, 2022, extracted from a repository of clinical, administrative, and financial information covering 97% …

Crispr-Cas9 Base Editing Of Pathogenic Camkiiδ Improves Cardiac Function In A Humanized Mouse Model, Simon Lebek, Xurde M Caravia, Leon G Straub, Damir Alzhanov, Wei Tan, Hui Li, John R Mcanally, Kenian Chen, Lin Xu, Philipp E Scherer, Ning Liu, Rhonda Bassel-Duby, Eric N Olson

Faculty, Staff and Student Publications

Cardiovascular diseases are the most common cause of worldwide morbidity and mortality, highlighting the necessity for advanced therapeutic strategies. Ca2+/calmodulin-dependent protein kinase IIδ (CaMKIIδ) is a prominent inducer of various cardiac disorders, which is mediated by 2 oxidation-sensitive methionine residues within the regulatory domain. We have previously shown that ablation of CaMKIIδ oxidation by CRISPR-Cas9 base editing enables the heart to recover function from otherwise severe damage following ischemia/reperfusion (IR) injury. Here, we extended this therapeutic concept toward potential clinical translation. We generated a humanized CAMK2D knockin mouse model in which the genomic sequence encoding the entire regulatory domain was …

Cell State Of Origin Impacts Development Of Distinct Endometriosis-Related Ovarian Carcinoma Histotypes, Ian Beddows, Huihui Fan, Karolin Heinze, Benjamin K Johnson, Anna Leonova, Janine Senz, Svetlana Djirackor, Kathleen R Cho, Celeste Leigh Pearce, David G Huntsman, Michael S Anglesio, Hui Shen

Faculty, Staff and Student Publications

Clear cell ovarian carcinoma (CCOC) and endometrioid ovarian carcinoma (ENOC) are ovarian carcinoma histotypes, which are both thought to arise from ectopic endometrial (or endometrial-like) cells through an endometriosis intermediate. How the same cell type of origin gives rise to two morphologically and biologically different histotypes has been perplexing, particularly given that recurrent genetic mutations are common to both and present in nonmalignant precursors. We used RNA transcription analysis to show that the expression profiles of CCOC and ENOC resemble those of normal endometrium at secretory and proliferative phases of the menstrual cycle, respectively. DNA methylation at the promoter of …

Integrated Multi-Omics Analyses Identify Anti-Viral Host Factors And Pathways Controlling Sars-Cov-2 Infection, Jiakai Hou, Yanjun Wei, Jing Zou, Roshni Jaffery, Long Sun, Shaoheng Liang, Ningbo Zheng, Ashley M Guerrero, Nicholas A Egan, Ritu Bohat, Si Chen, Caishang Zheng, Xiaobo Mao, S Stephen Yi, Ken Chen, Daniel J Mcgrail, Nidhi Sahni, Pei-Yong Shi, Yiwen Chen, Xuping Xie, Weiyi Peng

Faculty, Staff and Student Publications

Host anti-viral factors are essential for controlling SARS-CoV-2 infection but remain largely unknown due to the biases of previous large-scale studies toward pro-viral host factors. To fill in this knowledge gap, we perform a genome-wide CRISPR dropout screen and integrate analyses of the multi-omics data of the CRISPR screen, genome-wide association studies, single-cell RNA-Seq, and host-virus proteins or protein/RNA interactome. This study uncovers many host factors that are currently underappreciated, including the components of V-ATPases, ESCRT, and N-glycosylation pathways that modulate viral entry and/or replication. The cohesin complex is also identified as an anti-viral pathway, suggesting an important role of …

Serine Synthesis Via Reversed Shmt2 Activity Drives Glycine Depletion And Acetaminophen Hepatotoxicity In Masld, Alia Ghrayeb, Alexandra C Finney, Bella Agranovich, Daniel Peled, Sumit Kumar Anand, M Peyton Mckinney, Mahasen Sarji, Dongshan Yang, Natan Weissman, Shani Drucker, Sara Isabel Fernandes, Jonatan Fernández-García, Kyle Mahan, Zaid Abassi, Lin Tan, Philip L Lorenzi, James Traylor, Jifeng Zhang, Ifat Abramovich, Y Eugene Chen, Oren Rom, Inbal Mor, Eyal Gottlieb

Faculty, Staff and Student Publications

Metabolic dysfunction-associated steatotic liver disease (MASLD) affects one-third of the global population. Understanding the metabolic pathways involved can provide insights into disease progression and treatment. Untargeted metabolomics of livers from mice with early-stage steatosis uncovered decreased methylated metabolites, suggesting altered one-carbon metabolism. The levels of glycine, a central component of one-carbon metabolism, were lower in mice with hepatic steatosis, consistent with clinical evidence. Stable-isotope tracing demonstrated that increased serine synthesis from glycine via reverse serine hydroxymethyltransferase (SHMT) is the underlying cause for decreased glycine in steatotic livers. Consequently, limited glycine availability in steatotic livers impaired glutathione synthesis under acetaminophen-induced oxidative …

Cell Cycle Arrest Induces Lipid Droplet Formation And Confers Ferroptosis Resistance, Hyemin Lee, Amber Horbath, Lavanya Kondiparthi, Jitendra Kumar Meena, Guang Lei, Shayani Dasgupta, Xiaoguang Liu, Li Zhuang, Pranavi Koppula, Mi Li, Iqbal Mahmud, Bo Wei, Philip L Lorenzi, Khandan Keyomarsi, Masha V Poyurovsky, Kellen Olszewski, Boyi Gan

Faculty, Staff and Student Publications

How cells coordinate cell cycling with cell survival and death remains incompletely understood. Here, we show that cell cycle arrest has a potent suppressive effect on ferroptosis, a form of regulated cell death induced by overwhelming lipid peroxidation at cellular membranes. Mechanistically, cell cycle arrest induces diacylglycerol acyltransferase (DGAT)-dependent lipid droplet formation to sequester excessive polyunsaturated fatty acids (PUFAs) that accumulate in arrested cells in triacylglycerols (TAGs), resulting in ferroptosis suppression. Consequently, DGAT inhibition orchestrates a reshuffling of PUFAs from TAGs to phospholipids and re-sensitizes arrested cells to ferroptosis. We show that some slow-cycling antimitotic drug-resistant cancer cells, such as …

Mutant P53 Gains Oncogenic Functions Through A Chromosomal Instability-Induced Cytosolic Dna Response, Mei Zhao, Tianxiao Wang, Frederico O Gleber-Netto, Zhen Chen, Daniel J Mcgrail, Javier A Gomez, Wutong Ju, Mayur A Gadhikar, Wencai Ma, Li Shen, Qi Wang, Ximing Tang, Sen Pathak, Maria Gabriela Raso, Jared K Burks, Shiaw-Yih Lin, Jing Wang, Asha S Multani, Curtis R Pickering, Junjie Chen, Jeffrey N Myers, Ge Zhou

Faculty, Staff and Student Publications

Inactivating TP53 mutations leads to a loss of function of p53, but can also often result in oncogenic gain-of-function (GOF) of mutant p53 (mutp53) proteins which promotes tumor development and progression. The GOF activities of TP53 mutations are well documented, but the mechanisms involved remain poorly understood. Here, we study the mutp53 interactome and find that by targeting minichromosome maintenance complex components (MCMs), GOF mutp53 predisposes cells to replication stress and chromosomal instability (CIN), leading to a tumor cell-autonomous and cyclic GMP-AMP synthase (cGAS)-stimulator of interferon genes (STING)-dependent cytosolic DNA response that activates downstream non-canonical nuclear factor kappa light chain …

Unraveling The Intercellular Communication Disruption And Key Pathways In Alzheimer’S Disease: An Integrative Study Of Single-Nucleus Transcriptomes And Genetic Association, Andi Liu, Brisa S Fernandes, Citu Citu, Zhongming Zhao

Faculty, Staff and Student Publications

BACKGROUND: Recently, single-nucleus RNA-seq (snRNA-seq) analyses have revealed important cellular and functional features of Alzheimer's disease (AD), a prevalent neurodegenerative disease. However, our knowledge regarding intercellular communication mediated by dysregulated ligand-receptor (LR) interactions remains very limited in AD brains.

METHODS: We systematically assessed the intercellular communication networks by using a discovery snRNA-seq dataset comprising 69,499 nuclei from 48 human postmortem prefrontal cortex (PFC) samples. We replicated the findings using an independent snRNA-seq dataset of 56,440 nuclei from 18 PFC samples. By integrating genetic signals from AD genome-wide association studies (GWAS) summary statistics and whole genome sequencing (WGS) data, we prioritized …

Clonal Hematopoiesis Risk Score And All-Cause And Cardiovascular Mortality In Older Adults, Seyedmohammad Saadatagah, Md Mesbah Uddin, Lachelle D Weeks, Abhishek Niroula, Meng Ru, Koichi Takahashi, Lukasz Gondek, Bing Yu, Alexander G Bick, Benjamin L Ebert, Elizabeth A Platz, Pradeep Natarajan, Christie M Ballantyne

Faculty, Staff and Student Publications

IMPORTANCE: Clonal hematopoiesis (CH) with acquired pathogenic variants in myeloid leukemia driver genes is common in older adults but of unknown prognostic value.

OBJECTIVE: To investigate the prevalence of CH and the utility of the CH risk score (CHRS) in estimating all-cause and disease-specific mortality in older adults with CH.

DESIGN, SETTING, AND PARTICIPANTS: This population-based prospective cohort study involved community-dwelling older adults (aged 67-90 years) without hematologic malignant neoplasms (HMs) who were participants in the Atherosclerosis Risk in Communities Visit 5 at 4 US centers: Forsyth County, North Carolina; Jackson, Mississippi; Minneapolis, Minnesota; and Washington County, Maryland. Samples were …

When Brain Meets Artificial Intelligence, Lu Zhang

Computer Science and Engineering Dissertations - Archive

When we review the history of development of artificial intelligence (AI), we will find that brain science plays a pivotal role in fostering breakthroughs in AI, such as artificial neural networks (ANNs). Today, AI has made remarkable strides, particularly with the emergence of large language models (LLMs), surpassing expectations and achieving human-level performance in certain tasks. Nonetheless, an insurmountable gap remains between AI and human intelligence. It is urgent to establish a bridge between brain science and AI, promoting their mutual enhancement and collaborations. This involve establishing connections from brain science to AI (brain-inspired AI), and reversely, from AI to …

In Vivo Scanning Laser Fundus And High-Resolution Oct Imaging Of Retinal Ganglion Cell Injury In A Non-Human Primate Model With An Activatable Fluorescent-Labeled Tat Peptide Probe, Xudong Qiu, Seth T Gammon, Carol Rasmussen, Federica Pisaneschi, Charlene B Y Kim, James Ver Hoeve, Steven W Millward, Edward M Barnett, T Michael Nork, Paul L Kaufman, David Piwnica-Worms

Faculty, Staff and Student Publications

The optical imaging agent TcapQ488 has enabled imaging of retinal ganglion cell (RGC) injury in vivo in rodents and has potential as an effective diagnostic probe for early detection and intervention monitoring in glaucoma patients. In the present study, we investigated TcapQ488 in non-human primates (NHPs) to identify labeling efficacy and early signals of injured RGC, to determine species-dependent changes in RGC probe uptake and clearance, and to determine dose-limiting toxicities. Doses of 3, 6, and 12 nmol of TcapQ488 were delivered intravitreally to normal healthy NHP eyes and eyes that had undergone hemiretinal endodiathermy axotomy (HEA) in the inferior …

An Automated Approach For Identifying Erroneous Is-A Relations In Snomed Ct, Ran Hu, Jay Shi, Licong Cui, Rashmie Abeysinghe

Faculty, Staff and Student Publications

SNOMED CT is the most comprehensive clinical terminology employed worldwide and enhancing its accuracy is of utmost importance. In this work, we introduce an automated approach to identifying erroneous IS-A relations in SNOMED CT. We first extract linked concept-pairs from which we generate Term Difference Pairs (TDPs) that contain differences between the concepts. Given a TDP, if the reversed TDP also exists and the number of linked-pairs generating this TDP is less than those generating the reversed TDP, then we suggest the former linked-pairs as potentially erroneous IS-A relations. We applied this approach to the Clinical finding and Procedure subhierarchies …

Facilitating Clinical Information Extraction With Synthetic Data And Ontology Using Large Language Models, Yan Hu, Huan He, Qingyu Chen, Xiaoqian Jiang, Kirk Roberts, Hua Xu

Faculty, Staff and Student Publications

The rapid growth of unstructured clinical text in electronic health records necessitates robust information extraction systems, yet their development is hindered by the scarcity of high-quality annotated data. This study explores the potential of large language models to generate synthetic data for clinical named entity recognition and examines its impact on model performance. We propose a novel framework that integrates self-verified synthetic data generation with domain-specific semantic mapping using SNOMED-CT. By leveraging GPT-4o-mini for synthetic data creation and refining its quality through iterative verification and anomaly detection, we systematically evaluate the influence of synthetic data quality and quantity on fine-tuning …

Xuebijing Improves Intestinal Microcirculation Dysfunction In Septic Rats By Regulating The Vegf-A/Pi3k/Akt Signaling Pathway, A-Ling Tang, Yan Li, Li-Chao Sun, Xiao-Yu Liu, Nan Gao, Sheng-Tao Yan, Guo-Qiang Zhang

Faculty, Staff and Student Publications

BACKGROUND: This study aims to explore whether Xuebijing (XBJ) can improve intestinal microcirculation dysfunction in sepsis and its mechanism.

METHODS: A rat model of sepsis was established by cecal ligation and puncture (CLP). A total of 30 male SD rats were divided into four groups: sham group, CLP group, XBJ + axitinib group, and XBJ group. XBJ was intraperitoneally injected 2 h before CLP. Hemodynamic data (blood pressure and heart rate) were recorded. The intestinal microcirculation data of the rats were analyzed via microcirculation imaging. Enzyme-linked immunosorbent assay (ELISA) kits were used to detect the serum levels of interleukin-6 (IL-6), …

A Transformer-Based Deep Learning Approach For Fairly Predicting Post-Liver Transplant Risk Factors, Can Li, Xiaoqian Jiang, Kai Zhang

Faculty, Staff and Student Publications

Liver transplantation is a life-saving procedure for patients with end-stage liver disease. There are two main challenges in liver transplant: finding the best matching patient for a donor and ensuring transplant equity among different subpopulations. The current MELD scoring system evaluates a patient's mortality risk if not receiving an organ within 90 days. However, the donor-patient matching should also consider post-transplant risk factors, such as cardiovascular disease, chronic rejection, etc., which are all common complications after transplant. Accurate prediction of these risk scores remains a significant challenge. In this study, we used predictive models to solve the above challenges. Specifically, …

Perspectives On Enhancing Clinical Informatics Education In The Artificial Intelligence Era, Hua Min, Xia Jing, Yang Gong, Ping Yu

Faculty, Staff and Student Publications

Objectives: This paper aims to analyze clinical informatic (CI) - a subfield of biomedical and health informatics (BHI) - programs to identify challenges and provide solutions for CI education. Using an online clinical decision support system (CDSS) course as a case study, we demonstrate how these challenges can be addressed. In addition, we discuss the potential impact of generative artificial intelligence (AI), along with the opportunities and risks it presents for CI education.

Methods: This is a perspective paper. The viewpoint analysis is based on a review of formal academic and training programs offered by the American Medical Informatics Association …

Effect Of S-Ketamine On Postoperative Nausea And Vomiting In Patients Undergoing Video-Assisted Thoracic Surgery: A Randomized Controlled Trial, Yu Qi, Meiyan Zhou, Wenting Zheng, Yaqi Dong, Weihua Li, Long Wang, Haijun Xu, Miao Zhang, Dunpeng Yang, Liwei Wang, Hai Zhou

Faculty, Staff and Student Publications

PURPOSE: Postoperative nausea and vomiting (PONV) frequently occur in patients after surgery. In this study, the authors investigated whether perioperative S-ketamine infusion could decrease the incidence of PONV in patients undergoing video-assisted thoracoscopic surgery (VATS) lobectomy.

PATIENTS AND METHODS: This prospective, randomized, double-blinded, controlled study was conducted a total of 420 patients from September 2021 to May 2023 at Xuzhou Central Hospital in China, who underwent elective VATS lobectomy under general anesthesia with tracheal intubation. The patients were randomly assigned to either the S-ketamine group or the control group. The S-ketamine group received a bolus injection of 0.5 mg/kg S-ketamine …