Biomedical Informatics Commons^™

Single-Cell Dissection Of Tumor Microenvironmental Response And Resistance To Cancer Therapy, Yikai Luo, Han Liang

Faculty, Staff and Student Publications

Cancer treatment strategies have evolved significantly over the years, with chemotherapy, targeted therapy, and immunotherapy as major pillars. Each modality leads to unique treatment outcomes by interacting with the tumor microenvironment (TME), which imposes a fundamental selective pressure on cancer progression. The advent of single-cell profiling technologies has revolutionized our understanding of the intricate and heterogeneous nature of the TME at an unprecedented resolution. This review delves into the commonalities and differential manifestations of how cancer therapies reshape the microenvironment in diverse cancer types. We highlight how groundbreaking immune checkpoint blockade (ICB) strategies alone or in combination with tumor-targeting treatments …

Local Continual Reassessment Methods For Dose Finding And Optimization In Drug-Combination Trials, Jingyi Zhang, Fangrong Yan, Nolan A Wages, Ruitao Lin

Faculty, Staff and Student Publications

Due to the limited sample size and large dose exploration space, obtaining a desirable dose combination is a challenging task in the early development of combination treatments for cancer patients. Most existing designs for optimizing the dose combination are model-based, requiring significant efforts to elicit parameters or prior distributions. Model-based designs also rely on intensive model calibration and may yield unstable performance in the case of model misspecification or sparse data. We propose to employ local, underparameterized models for dose exploration to reduce the hurdle of model calibration and enhance the design robustness. Building upon the framework of the partial …

Circulating Short Chain Fatty Acids And Fatigue In Patients With Head And Neck Cancer: A Longitudinal Prospective Study, Canhua Xiao, Veronika Fedirko, Henry Claussen, H Richard Johnston, Gang Peng, Sudeshna Paul, Kristal M Maner-Smith, Kristin A Higgins, Dong M Shin, Nabil F Saba, Evanthia C Wommack, Deborah W Bruner, Andrew H Miller

Faculty, Staff and Student Publications

Fatigue among patients with head and neck cancer (HNC) has been associated with higher inflammation. Short-chain fatty acids (SCFAs) have been shown to have anti-inflammatory and immunoregulatory effects. Therefore, this study aimed to examine the association between SCFAs and fatigue among patients with HNC undergoing treatment with radiotherapy with or without concurrent chemotherapy. Plasma SCFAs and the Multidimensional Fatigue Inventory-20 were collected prior to and one month after the completion of treatment in 59 HNC patients. The genome-wide gene expression profile was obtained from blood leukocytes prior to treatment. Lower butyrate concentrations were significantly associated with higher fatigue (p = …

Dimensionality Reduction For Improving Out-Of-Distribution Detection In Medical Image Segmentation, Mckell Woodland, Nihil Patel, Mais Al Taie, Joshua P Yung, Tucker J Netherton, Ankit B Patel, Kristy K Brock

Faculty, Staff and Student Publications

Clinically-deployed deep learning-based segmentation models are known to fail on data outside of their training distributions. While clinicians review the segmentations, these models do tend to perform well in most instances, which could exacerbate automation bias. Therefore, it is critical to detect out-of-distribution images at inference to warn the clinicians that the model likely failed. This work applies the Mahalanobis distance post hoc to the bottleneck features of a Swin UNETR model that segments the liver on T1-weighted magnetic resonance imaging. By reducing the dimensions of the bottleneck features with principal component analysis, images the model failed on were detected …

Recent Insights Into The Pathogenesis And Therapeutic Targets Of Chronic Liver Diseases, Yankai Wen, Lichun Ma, Cynthia Ju

Faculty, Staff and Student Publications

Viral hepatitis, alcohol-associated liver disease (ALD) and non-alcoholic fatty liver disease (NAFLD) are the three major causes of chronic liver diseases, which account for approximately 2 million deaths per year worldwide. The current direct-acting antiviral drugs and vaccinations have effectively reduced and ameliorated viral hepatitis infection, but there are still no effective drug treatments for ALD, NAFLD and liver cancer due to the poor understanding of their pathogenesis. To better understand the pathogenesis, the fifth Chinese American Liver Society/Society of Chinese Bioscientists in America Hepatology Division Annual Symposium, which was held virtually on 21-22 October 2022, focused on the topics …

Mammalian Aging Driven By Transcription Going Awry, Brenna S Mccauley, Weiwei Dang

Faculty, Staff and Students Publications

The mechanisms that underlie increased cryptic transcription during senescence and aging have been poorly understood. Sen et al. recently identified cryptic transcription start sites (cTSSs) and chromatin state changes that may contribute to cTSS activation in mammals. Their results indicate that enhancer-promoter conversion may drive cryptic transcription in senescence.

Prevalence Of Pathogenic Germline Variants In Adult-Type Diffuse Glioma, Malcolm F Mcdonald, Lyndsey L Prather, Cassandra R Helfer, Ethan B Ludmir, Alfredo E Echeverria, Shlomit Yust-Katz, Akash J Patel, Benjamin Deneen, Ganesh Rao, Ali Jalali, Shweta U Dhar, Chris I Amos, Jacob J Mandel

Faculty, Staff and Students Publications

BACKGROUND: No consensus germline testing guidelines currently exist for glioma patients, so the prevalence of germline pathogenic variants remains unknown. This study aims to determine the prevalence and type of pathogenic germline variants in adult glioma.

METHODS: A retrospective review at a single institution with paired tumor/normal sequencing from August 2018-April 2022 was performed and corresponding clinical data were collected.

RESULTS: We identified 152 glioma patients of which 15 (9.8%) had pathogenic germline variants. Pathogenic germline variants were seen in 11/84 (13.1%) of Glioblastoma, IDH wild type; 3/42 (7.1%) of Astrocytoma, IDH mutant; and 1/26 (3.8%) of Oligodendroglioma, IDH mutant, …

Human Glp1r Variants Affecting Glp1r Cell Surface Expression Are Associated With Impaired Glucose Control And Increased Adiposity, Wenwen Gao, Lei Liu, Eunna Huh, Florence Gbahou, Erika Cecon, Masaya Oshima, Ludivine Houzé, Panagiotis Katsonis, Alan Hegron, Zhiran Fan, Guofei Hou, Guillaume Charpentier, Mathilde Boissel, Mehdi Derhourhi, Michel Marre, Beverley Balkau, Philippe Froguel, Raphael Scharfmann, Olivier Lichtarge, Julie Dam, Amélie Bonnefond, Jianfeng Liu, Ralf Jockers

Faculty, Staff and Students Publications

The glucagon-like peptide 1 receptor (GLP1R) is a major drug target with several agonists being prescribed in patients with type 2 diabetes (T2D) and obesity 1, 2. The impact of genetic variability of GLP1R on receptor function and its association with metabolic traits are unclear with conflicting reports. Here, we performed a functional profiling of 60 GLP1R variants across four signaling pathways and revealed an unexpected diversity of phenotypes ranging from defective cell surface expression to complete or pathway-specific gain- (GoF) and loss-of-functions (LoF). The defective insulin secretion of GLP1R LoF variants was rescued by allosteric GLP1R ligands …

Scalable Nanopore Sequencing Of Human Genomes Provides A Comprehensive View Of Haplotype-Resolved Variation And Methylation, Mikhail Kolmogorov, Kimberley J Billingsley, Mira Mastoras, Melissa Meredith, Jean Monlong, Ryan Lorig-Roach, Mobin Asri, Pilar Alvarez Jerez, Laksh Malik, Ramita Dewan, Xylena Reed, Rylee M Genner, Kensuke Daida, Sairam Behera, Kishwar Shafin, Trevor Pesout, Jeshuwin Prabakaran, Paolo Carnevali, Jianzhi Yang, Arang Rhie, Sonja W Scholz, Bryan J Traynor, Karen H Miga, Miten Jain, Winston Timp, Adam M Phillippy, Mark Chaisson, Fritz J Sedlazeck, Cornelis Blauwendraat, Benedict Paten

Faculty, Staff and Students Publications

Long-read sequencing technologies substantially overcome the limitations of short-reads but have not been considered as a feasible replacement for population-scale projects, being a combination of too expensive, not scalable enough or too error-prone. Here we develop an efficient and scalable wet lab and computational protocol, Napu, for Oxford Nanopore Technologies long-read sequencing that seeks to address those limitations. We applied our protocol to cell lines and brain tissue samples as part of a pilot project for the National Institutes of Health Center for Alzheimer's and Related Dementias. Using a single PromethION flow cell, we can detect single nucleotide polymorphisms with …

Views Of Adolescents And Young Adults With Cancer And Their Oncologists Toward Patients' Participation In Genomic Research, Amanda M Gutierrez, Jill O Robinson, Robin Raesz-Martinez, Isabel Canfield, Mary A Majumder, Sarah Scollon, Lauren R Desrosiers, Rebecca L Hsu, Wendy Allen-Rhoades, D Williams Parsons, Sharon E Plon, Amy L Mcguire, Janet Malek

Faculty, Staff and Students Publications

Purpose:

With increased use of genomic testing in cancer research and clinical care, it is important to understand the perspectives and decision-making preferences of adolescents and young adults (AYAs) with cancer and their treating oncologists.

Methods:

We conducted an interview substudy of the BASIC3 Study, which enrolled newly diagnosed cancer patients <18 years of age with assent. Of 32 young adults (YAs) with cancer who reached the age of majority (AOM; 18 years) while on study, 12 were successfully approached and all consented to study continuation at AOM. Of those, seven completed an interview. Patients' oncologists, who enrolled and participated in return of clinical genomic results, were also interviewed (n = 12). Interviews were transcribed, deidentified, and analyzed using thematic analysis.

Results:

YAs cited the possibility of helping others and advancing science as major reasons for their assent to initial study enrollment and their willingness to consent at AOM. YAs thought obtaining informed consent from research participants for …

Germline Pathogenic Smarca4 Variants In Neuroblastoma, Leora Witkowski, Kim E Nichols, Marjolijn Jongmans, Nienke Van Engelen, Ronald R De Krijger, Jennifer Herrera-Mullar, Lieve Tytgat, Armita Bahrami, Helen Mar Fan, Aimee L Davidson, Thomas Robertson, Michael Anderson, Martin Hasselblatt, Sharon E Plon, William D Foulkes

Faculty, Staff and Students Publications

Heterozygous germline pathogenic variants (GPVs) in SMARCA4, the gene encoding the ATP-dependent chromatin remodeling protein SMARCA4 (previously known as BRG1), predispose to several rare tumour types, including small cell carcinoma of the ovary, hypercalcemic type, atypical teratoid and malignant rhabdoid tumor, and uterine sarcoma. The increase in germline testing of SMARCA4 in recent years has revealed putative GPVs affecting SMARCA4 in patients with other cancer types. Here we describe 11 patients with neuroblastoma, including four previously unreported cases, all of whom were found to harbour heterozygous germline variants in SMARCA4. Median age at diagnosis was 5 years (range 2 …

Current Perspectives On Mass Spectrometry-Based Immunopeptidomics: The Computational Angle To Tumor Antigen Discovery, Bing Zhang, Michal Bassani-Sternberg

Faculty, Staff and Students Publications

Identification of tumor antigens presented by the human leucocyte antigen (HLA) molecules is essential for the design of effective and safe cancer immunotherapies that rely on T cell recognition and killing of tumor cells. Mass spectrometry (MS)-based immunopeptidomics enables high-throughput, direct identification of HLA-bound peptides from a variety of cell lines, tumor tissues, and healthy tissues. It involves immunoaffinity purification of HLA complexes followed by MS profiling of the extracted peptides using data-dependent acquisition, data-independent acquisition, or targeted approaches. By incorporating DNA, RNA, and ribosome sequencing data into immunopeptidomics data analysis, the proteogenomic approach provides a powerful means for identifying …

Neurodevelopmental Deficits And Cell-Type-Specific Transcriptomic Perturbations In A Mouse Model Of Hnrnpu Haploinsufficiency, Sarah A Dugger, Ryan S Dhindsa, Gabriela De Almeida Sampaio, Andrew K Ressler, Elizabeth E Rafikian, Sabrina Petri, Verity A Letts, Jiajie Teoh, Junqiang Ye, Sophie Colombo, Yueqing Peng, Mu Yang, Michael J Boland, Wayne N Frankel, David B Goldstein

Faculty, Staff and Students Publications

Heterozygous de novo loss-of-function mutations in the gene expression regulator HNRNPU cause an early-onset developmental and epileptic encephalopathy. To gain insight into pathological mechanisms and lay the potential groundwork for developing targeted therapies, we characterized the neurophysiologic and cell-type-specific transcriptomic consequences of a mouse model of HNRNPU haploinsufficiency. Heterozygous mutants demonstrated global developmental delay, impaired ultrasonic vocalizations, cognitive dysfunction and increased seizure susceptibility, thus modeling aspects of the human disease. Single-cell RNA-sequencing of hippocampal and neocortical cells revealed widespread, yet modest, dysregulation of gene expression across mutant neuronal subtypes. We observed an increased burden of differentially-expressed genes in mutant excitatory …

A Ck2 And Sumo-Dependent, Pml Nb-Involved Regulatory Mechanism Controlling Blm Ubiquitination And G-Quadruplex Resolution, Shichang Liu, Erin Atkinson, Adriana Paulucci-Holthauzen, Bin Wang

Faculty, Staff and Student Publications

The Boom syndrome helicase (BLM) unwinds a variety of DNA structures such as Guanine (G)-quadruplex. Here we reveal a role of RNF111/Arkadia and its paralog ARKL1, as well as Promyelocytic Leukemia Nuclear Bodies (PML NBs), in the regulation of ubiquitination and control of BLM protein levels. RNF111 exhibits a non-canonical SUMO targeted E3 ligase (STUBL) activity targeting BLM ubiquitination in PML NBs. ARKL1 promotes RNF111 localization to PML NBs through SUMO-interacting motif (SIM) interaction with SUMOylated RNF111, which is regulated by casein kinase 2 (CK2) phosphorylation of ARKL1 at a serine residue near the ARKL1 SIM domain. Upregulated BLM in …

Severe Covid-19 Outcomes And Hematological Cancers: The Clot Thickens-Are Platelets The Culprit?, Lenard M Lichtenberger, K Vinod Vijayan

Faculty, Staff and Student Publications

No abstract provided.

Elastic Stable Intramedullary Nail Fixation Versus Submuscular Plate Fixation Of Pediatric Femur Shaft Fractures In School Age Patients: A Prisma-Compliant Systematic Review And Meta-Analysis, Donglai Hu, Zihang Xu, Tao Shi, Hui Zhong, Yuting Xie, Junjie Chen

Faculty, Staff and Student Publications

BACKGROUND: Studies of clinical outcomes that compare the elastic stable intramedullary nail (ESIN) with the submuscular plate (SMP) were controversial. The meta-analysis was performed to summarize existing evidence, aiming to determine whether ESIN was superior to SMP in pediatric femur shaft fractures.

METHODS: Search strategies followed the recommendations of the Cochrane collaboration. Electronic searches such as PubMed, Embase, Web of Science, Cochrane were systematically searched for publications concerning ESIN and SMP from the inception date to March 2023. Two investigators independently searched, screened, and reviewed the full text of the article. Disagreements generated throughout the process were resolved by consensus, …

Heterogenous Lung Inflammation Ct Patterns Distinguish Pneumonia And Immune Checkpoint Inhibitor Pneumonitis And Complement Blood Biomarkers In Acute Myeloid Leukemia: Proof Of Concept, Muhammad Aminu, Naval Daver, Myrna C B Godoy, Girish Shroff, Carol Wu, Luis F Torre-Sada, Alberto Goizueta, Vickie R Shannon, Saadia A Faiz, Mehmet Altan, Guillermo Garcia-Manero, Hagop Kantarjian, Farhad Ravandi-Kashani, Tapan Kadia, Marina Konopleva, Courtney Dinardo, Sherry Pierce, Aung Naing, Sang T Kim, Dimitrios P Kontoyiannis, Fareed Khawaja, Caroline Chung, Jia Wu, Ajay Sheshadri

Faculty, Staff and Student Publications

BACKGROUND: Immune checkpoint inhibitors (ICI) may cause pneumonitis, resulting in potentially fatal lung inflammation. However, distinguishing pneumonitis from pneumonia is time-consuming and challenging. To fill this gap, we build an image-based tool, and further evaluate it clinically alongside relevant blood biomarkers.

MATERIALS AND METHODS: We studied CT images from 97 patients with pneumonia and 29 patients with pneumonitis from acute myeloid leukemia treated with ICIs. We developed a CT-derived signature using a habitat imaging algorithm, whereby infected lungs are segregated into clusters ("habitats"). We validated the model and compared it with a clinical-blood model to determine whether imaging can add …

New Jak3-Insl3 Fusion Transcript-An Oncogenic Event In Cutaneous T-Cell Lymphoma, Loka Reddy Velatooru, Cheng Hui Hu, Pedram Bijani, Xiaohong Wang, Pierr Bojaxhi, Hao Chen, Madeleine Duvic, Xiao Ni

Faculty, Staff and Student Publications

Constitutively activated tyrosine kinase JAK3 is implicated in the pathogenesis of cutaneous T-cell lymphomas (CTCL). The mechanisms of constitutive JAK3 activation are unknown although a JAK3 mutation was reported in a small portion of CTCL patients. In this study, we assessed the oncogenic roles of a newly identified JAK3-INSL3 fusion transcript in CTCL. Total RNA from malignant T-cells in 33 patients with Sézary syndrome (SS), a leukemic form of CTCL, was examined for the new JAK3-INSL3 fusion transcript by RT-PCR followed by Sanger sequencing. The expression levels were assessed by qPCR and correlated with patient survivals. Knockdown and/or knockout assays …

Development Of A Xylose-Inducible Promoter And Riboswitch Combination System For Manipulating Gene Expression In Fusobacterium Nucleatum, Bibek G C, Peng Zhou, Arindam Naha, Jianhua Gu, Chenggang Wu

Faculty, Staff and Student Publications

Inducible gene expression systems are important for studying bacterial gene function, yet most exhibit leakage. In this study, we engineered a leakage-free hybrid system for precise gene expression controls in Fusobacterium nucleatum by integrating the xylose-inducible expression system with the theophylline-responsive riboswitch. This innovative method enables concurrent control of target gene expression at both transcription and translation initiation levels. Using luciferase and the indole-producing enzyme tryptophanase (TnaA) as reporters, we demonstrated that the hybrid system displays virtually no observable signal in the absence of inducers. We employed this system to express FtsX, a protein related to fusobacterial cytokinesis, in an …

Comparative Study Of Guanidine-, Acetamidine- And Urea-Based Chloroaluminate Electrolytes For An Aluminum Battery, Iwan Sumarlan, Anand Kunverji, Anthony J Lucio, A Robert Hillman, Karl S Ryder

Faculty, Staff and Student Publications

Aluminum-based batteries are a promising alternative to lithium-ion as they are considered to be low-cost and more friendly to the environment. In addition, aluminum is abundant and evenly distributed across the globe. Many studies and Al battery prototypes use imidazolium chloroaluminate electrolytes because of their good rheological and electrochemical performance. However, these electrolytes are very expensive, and so cost is a barrier to industrial scale-up. A urea-based electrolyte, AlCl3:Urea, has been proposed as an alternative, but its performance is relatively poor because of its high viscosity and low conductivity. This type of electrolyte has become known as an ionic liquid …

Integrated Molecular And Multiparametric Mri Mapping Of High-Grade Glioma Identifies Regional Biologic Signatures, Leland S Hu, Fulvio D'Angelo, Taylor M Weiskittel, Francesca P Caruso, Shannon P Fortin Ensign, Mylan R Blomquist, Matthew J Flick, Lujia Wang, Christopher P Sereduk, Kevin Meng-Lin, Gustavo De Leon, Ashley Nespodzany, Javier C Urcuyo, Ashlyn C Gonzales, Lee Curtin, Erika M Lewis, Kyle W Singleton, Timothy Dondlinger, Aliya Anil, Natenael B Semmineh, Teresa Noviello, Reyna A Patel, Panwen Wang, Junwen Wang, Jennifer M Eschbacher, Andrea Hawkins-Daarud, Pamela R Jackson, Itamar S Grunfeld, Christian Elrod, Gina L Mazza, Sam C Mcgee, Lisa Paulson, Kamala Clark-Swanson, Yvette Lassiter-Morris, Kris A Smith, Peter Nakaji, Bernard R Bendok, Richard S Zimmerman, Chandan Krishna, Devi P Patra, Naresh P Patel, Mark Lyons, Matthew Neal, Kliment Donev, Maciej M Mrugala, Alyx B Porter, Scott C Beeman, Todd R Jensen, Kathleen M Schmainda, Yuxiang Zhou, Leslie C Baxter, Christopher L Plaisier, Jing Li, Hu Li, Anna Lasorella, C Chad Quarles, Kristin R Swanson, Michele Ceccarelli, Antonio Iavarone, Nhan L Tran

Faculty, Staff and Student Publications

Sampling restrictions have hindered the comprehensive study of invasive non-enhancing (NE) high-grade glioma (HGG) cell populations driving tumor progression. Here, we present an integrated multi-omic analysis of spatially matched molecular and multi-parametric magnetic resonance imaging (MRI) profiling across 313 multi-regional tumor biopsies, including 111 from the NE, across 68 HGG patients. Whole exome and RNA sequencing uncover unique genomic alterations to unresectable invasive NE tumor, including subclonal events, which inform genomic models predictive of geographic evolution. Infiltrative NE tumor is alternatively enriched with tumor cells exhibiting neuronal or glycolytic/plurimetabolic cellular states, two principal transcriptomic pathway-based glioma subtypes, which respectively demonstrate …

National Survey On The Availability Of Oncology Palliative Care Services At Tertiary General And Cancer Hospitals In China, Xiaomei Li, Xin Shelley Wang, Haili Huang, Miao Liu, Yinan Wu, Jiaojiao Qiu, Boran Zhang, Linhong Cui, David Hui

Faculty, Staff and Student Publications

Background: This nationwide survey studied the level of palliative care (PC) access for Chinese patients with cancer among cancer care providers either in tertiary general hospitals or cancer hospitals in China.

Methods: Using a probability-proportionate-to-size method, we identified local tertiary general hospitals with oncology departments to match cancer hospitals at the same geographic area. A PC program leader or a designee at each hospital reported available PC services, including staffing, inpatient and outpatient services, education, and research, with most questions adapted from a previous national survey on PC. The primary outcome was availability of a PC service.

Results: Most responders …

Lack Of Methylation Changes In Gjb2 And Rb1 Non-Coding Regions Of Cochlear Implant Patients With Sensorineural Hearing Loss, Angelo Augusto M Sumalde, Ivana V Yang, Talitha Karisse L Yarza, Celina Ann M Tobias-Grasso, Ma Leah C Tantoco, Elizabeth Davidson, Abner L Chan, Mahshid S Azamian, Teresa Luisa G Cruz, Seema R Lalani, Maria Rina T Reyes-Quintos, Eva Maria Cutiongco-De La Paz, Regie Lyn P Santos-Cortez, Charlotte M Chiong

Faculty, Staff and Students Publications

OBJECTIVE: Recent advances in epigenetic studies continue to reveal novel mechanisms of gene regulation and control, however little is known on the role of epigenetics in sensorineural hearing loss (SNHL) in humans. We aimed to investigate the methylation patterns of two regions, one in

METHODS: We investigated an RB1 promoter region that was previously identified as differentially methylated in children with SNHL and lead exposure. Additionally, we investigated a sequence in an enhancer-like region within GJB2 that contains four CpGs in close proximity. Bisulfite conversion was performed on salivary DNA samples from 15 children with SNHL and 45 unrelated ethnically-matched …

Antibodies To Coagulase Of Staphylococcus Aureus Crossreact To Efb And Reveal Different Binding Of Shared Fibrinogen Binding Repeats, Federico Bertoglio, Ya-Ping Ko, Sheila Thomas, Liliana Giordano, Francesca Romana Scommegna, Doris Meier, Saskia Polten, Marlies Becker, Srishtee Arora, Michael Hust, Magnus Höök, Livia Visai

Faculty, Staff and Student Publications

Staphylococcus aureus pathology is caused by a plethora of virulence factors able to combat multiple host defence mechanisms. Fibrinogen (Fg), a critical component in the host coagulation cascade, plays an important role in the pathogenesis of this bacterium, as it is the target of numerous staphylococcal virulence proteins. Amongst its secreted virulence factors, coagulase (Coa) and Extracellular fibrinogen-binding protein (Efb) share common Fg binding motives and have been described to form a Fg shield around staphylococcal cells, thereby allowing efficient bacterial spreading, phagocytosis escape and evasion of host immune system responses. Targeting these proteins with monoclonal antibodies thus represents a …

Pca-Clf: A Classifier Of Prostate Cancer Patients Into Patients With Indolent And Aggressive Tumors Using Machine Learning, Yashwanth Karthik Kumar Mamidi, Tarun Karthik Kumar Mamidi, Md Wasi Ul Kabir, Jiande Wu, Md Tamjidul Hoque, Chindo Hicks

School of Medicine Faculty Publications

A critical unmet medical need in prostate cancer (PCa) clinical management centers around distinguishing indolent from aggressive tumors. Traditionally, Gleason grading has been utilized for this purpose. However, tumor classification using Gleason Grade 7 is often ambiguous, as the clinical behavior of these tumors follows a variable clinical course. This study aimed to investigate the application of machine learning techniques (ML) to classify patients into indolent and aggressive PCas. We used gene expression data from The Cancer Genome Atlas and compared gene expression levels between indolent and aggressive tumors to identify features for developing and validating a range of ML …

Author Correction: Synthetic Oct-A Blood Vessel Maps Using Fundus Images And Generative Adversarial Networks, Ivan Coronado, Samiksha Pachade, Emanuele Trucco, Rania Abdelkhaleq, Juntao Yan, Sergio Salazar-Marioni, Amanda Jagolino-Cole, Mozhdeh Bahrainian, Roomasa Channa, Sunil A Sheth, Luca Giancardo

Faculty, Staff and Student Publications

No abstract provided.

Differential Effects Of Pancreatic Cancer-Derived Extracellular Vesicles Driving A Suppressive Environment, Anurag Purushothaman, Jacqueline Oliva-Ramírez, Warapen Treekitkarnmongkol, Deivendran Sankaran, Mark W Hurd, Nagireddy Putluri, Anirban Maitra, Cara Haymaker, Subrata Sen

Faculty, Staff and Student Publications

Pancreatic ductal adenocarcinoma (PDAC) cells display extensive crosstalk with their surrounding environment to regulate tumor growth, immune evasion, and metastasis. Recent advances have attributed many of these interactions to intercellular communication mediated by small extracellular vesicles (sEVs), involving cancer-associated fibroblasts (CAF). To explore the impact of sEVs on monocyte lineage transition as well as the expression of checkpoint receptors and activation markers, peripheral blood monocytes from healthy subjects were exposed to PDAC-derived sEVs. Additionally, to analyze the role of sEV-associated HA in immune regulation and tissue-resident fibroblasts, monocytes and pancreatic stellate cells were cultured in the presence of PDAC sEVs …

Axl-Initiated Paracrine Activation Of Pstat3 Enhances Mesenchymal And Vasculogenic Supportive Features Of Tumor-Associated Macrophages, Chia-Nung Hung, Meizhen Chen, Daniel T Dearmond, Cheryl H-L Chiu, Catherine A Limboy, Xi Tan, Meena Kusi, Chih-Wei Chou, Li-Ling Lin, Zhao Zhang, Chiou-Miin Wang, Chun-Liang Chen, Kohzoh Mitsuya, Pawel A Osmulski, Maria E Gaczynska, Nameer B Kirma, Ratna K Vadlamudi, Don L Gibbons, Steve Warner, Andrew J Brenner, Daruka Mahadevan, Joel E Michalek, Tim H-M Huang, Josephine A Taverna

Faculty, Staff and Student Publications

Tumor-associated macrophages (TAMs) are integral to the development of complex tumor microenvironments (TMEs) and can execute disparate cellular programs in response to extracellular cues. However, upstream signaling processes underpinning this phenotypic plasticity remain to be elucidated. Here, we report that concordant AXL-STAT3 signaling in TAMs is triggered by lung cancer cells or cancer-associated fibroblasts in the cytokine milieu. This paracrine action drives TAM differentiation toward a tumor-promoting "M2-like" phenotype with upregulation of CD163 and putative mesenchymal markers, contributing to TAM heterogeneity and diverse cellular functions. One of the upregulated markers, CD44, mediated by AXL-IL-11-pSTAT3 signaling cascade, enhances macrophage ability to …

A Peptide-Binding Domain Shared With An Antarctic Bacterium Facilitates, Cameron J Lloyd, Shuaiqi Guo, Brett Kinrade, Hossein Zahiri, Robert Eves, Syed Khalid Ali, Fitnat Yildiz, Ilja K Voets, Peter L Davies, Karl E Klose

Faculty, Staff and Student Publications

No abstract provided.

In Vivo Crispr/Cas9 Screening Identifies Pbrm1 As A Regulator Of Myeloid Leukemia Development In Mice, Bin E Li, Grace Y Li, Wenqing Cai, Qian Zhu, Davide Seruggia, Yuko Fujiwara, Christopher R Vakoc, Stuart H Orkin

Faculty, Staff and Students Publications

CRISPR/Cas9 screening approaches are powerful tool for identifying in vivo cancer dependencies. Hematopoietic malignancies are genetically complex disorders in which the sequential acquisition of somatic mutations generates clonal diversity. Over time, additional cooperating mutations may drive disease progression. Using an in vivo pooled gene editing screen of epigenetic factors in primary murine hematopoietic stem and progenitor cells (HSPCs), we sought to uncover unrecognized genes that contribute to leukemia progression. We, first, modeled myeloid leukemia in mice by functionally abrogating both Tet2 and Tet3 in HSPCs, followed by transplantation. We, then, performed pooled CRISPR/Cas9 editing of genes encoding epigenetic factors and …