Medicine and Health Sciences Commons^™

Phantasus, A Web Application For Visual And Interactive Gene Expression Analysis, Maksim Kleverov, Daria Zenkova, Vladislav Kamenev, Margarita Sablina, Maxim N Artyomov, Alexey A Sergushichev

2020-Current year OA Pubs

Transcriptomic profiling became a standard approach to quantify a cell state, which led to the accumulation of huge amount of public gene expression datasets. However, both reuse of these datasets or analysis of newly generated ones requires significant technical expertise. Here, we present Phantasus: a user-friendly web application for interactive gene expression analysis which provides a streamlined access to more than 96,000 public gene expression datasets, as well as allows analysis of user-uploaded datasets. Phantasus integrates an intuitive and highly interactive JavaScript-based heatmap interface with an ability to run sophisticated R-based analysis methods. Overall Phantasus allows users to go all …

Comprehensive Peripheral Blood Immunoprofiling Reveals Five Immunotypes With Immunotherapy Response Characteristics In Patients With Cancer, Daniiar Dyikanov, Aleksandr Zaitsev, Tatiana Vasileva, Iris Wang, Arseniy Sokolov, Evgenii Bolshakov, Alena Frank, Polina Turova, Olga Golubeva, Anna Gantseva, Anna Kamysheva, Polina Shpudeiko, Ilya Krauz, Mary Abdou, Madison Chasse, Tori Conroy, Nicholas Merriam, Julia Alesse, Noel English, Boris Shpak, Anna Shchetsova, Evgenii Tikhonov, Ivan Filatov, Anastasia Radko, Anastasiia Bolshakova, Anastasia Kachalova, Nika Lugovykh, Andrey Bulahov, Anastasiia Kilina, Syimyk Asanbekov, Irina Zheleznyak, Pavel Skoptsov, Evgenia Alekseeva, Jennifer Johnson, Joseph Curry, Alban Linnenbach, Andrew South, Enjun Yang, Kirill Morozov, Anastasiya Terenteva, Lira Nigmatullina, Dmitry Fastovetz, Anatoly Bobe, Linda Balabanian, Krystle Nomie, Sheila Yong, Christopher Davitt, Alexander Ryabykh, Olga Kudryashova, Cagdas Tazearslan, Alexander Bagaev, Nathan Fowler, Adam Luginbuhl, Ravshan Ataullakhanov, Michael Goldberg

Department of Otolaryngology - Head and Neck Surgery Faculty Papers

The lack of comprehensive diagnostics and consensus analytical models for evaluating the status of a patient's immune system has hindered a wider adoption of immunoprofiling for treatment monitoring and response prediction in cancer patients. To address this unmet need, we developed an immunoprofiling platform that uses multiparameter flow cytometry to characterize immune cell heterogeneity in the peripheral blood of healthy donors and patients with advanced cancers. Using unsupervised clustering, we identified five immunotypes with unique distributions of different cell types and gene expression profiles. An independent analysis of 17,800 open-source transcriptomes with the same approach corroborated these findings. Continuous immunotype-based …

Integrated Transcriptomics And Histopathology Approach Identifies A Subset Of Rejected Donor Livers With Potential Suitability For Transplantation, Ankita Srivastava, Alexandra Manchel, John Waters, Manju Ambelil, Benjamin K. Barnhart, Jan B. Hoek, Ashesh P. Shah, Rajanikanth Vadigepalli

Department of Pathology, Anatomy, and Cell Biology Faculty Papers

BACKGROUND: Liver transplantation is an effective treatment for liver failure. There is a large unmet demand, even as not all donated livers are transplanted. The clinical selection criteria for donor livers based on histopathological evaluation and liver function tests are variable. We integrated transcriptomics and histopathology to characterize donor liver biopsies obtained at the time of organ recovery. We performed RNA sequencing as well as manual and artificial intelligence-based histopathology (10 accepted and 21 rejected for transplantation).

RESULTS: We identified two transcriptomically distinct rejected subsets (termed rejected-1 and rejected-2), where rejected-2 exhibited a near-complete transcriptomic overlap with the accepted livers, …

A Compendium Of Multi-Omics Data Illuminating Host Responses To Lethal Human Virus Infections, Amie J Eisfeld, Larissa B Thackray, Qing Tan, Michael S Diamond, Et Al.

2020-Current year OA Pubs

Human infections caused by viral pathogens trigger a complex gamut of host responses that limit disease, resolve infection, generate immunity, and contribute to severe disease or death. Here, we present experimental methods and multi-omics data capture approaches representing the global host response to infection generated from 45 individual experiments involving human viruses from the Orthomyxoviridae, Filoviridae, Flaviviridae, and Coronaviridae families. Analogous experimental designs were implemented across human or mouse host model systems, longitudinal samples were collected over defined time courses, and global multi-omics data (transcriptomics, proteomics, metabolomics, and lipidomics) were acquired by microarray, RNA sequencing, or mass spectrometry analyses. For …

Mapping Human Tissues With Highly Multiplexed Rna In Situ Hybridization, Kian Kalhor, Amanda Knoten, Joseph P Gaut, Sanjay Jain, Et Al.

2020-Current year OA Pubs

In situ transcriptomic techniques promise a holistic view of tissue organization and cell-cell interactions. There has been a surge of multiplexed RNA in situ mapping techniques but their application to human tissues has been limited due to their large size, general lower tissue quality and high autofluorescence. Here we report DART-FISH, a padlock probe-based technology capable of profiling hundreds to thousands of genes in centimeter-sized human tissue sections. We introduce an omni-cell type cytoplasmic stain that substantially improves the segmentation of cell bodies. Our enzyme-free isothermal decoding procedure allows us to image 121 genes in large sections from the human …

Single-Cell Transcriptomics Reveals Pre-Existing Covid-19 Vulnerability Factors In Lung Cancer Patients, Wendao Liu, Wenbo Li, Zhongming Zhao

Journal Articles

UNLABELLED: Coronavirus disease 2019 (COVID-19) and cancer are major health threats, and individuals may develop both simultaneously. Recent studies have indicated that patients with cancer are particularly vulnerable to COVID-19, but the molecular mechanisms underlying the associations remain poorly understood. To address this knowledge gap, we collected single-cell RNA-sequencing data from COVID-19, lung adenocarcinoma, small cell lung carcinoma patients, and normal lungs to perform an integrated analysis. We characterized altered cell populations, gene expression, and dysregulated intercellular communication in diseases. Our analysis identified pathologic conditions shared by COVID-19 and lung cancer, including upregulated TMPRSS2 expression in epithelial cells, stronger inflammatory …

High Resolution Spatial Profiling Of Kidney Injury And Repair Using Rna Hybridization-Based In Situ Sequencing, Haojia Wu, Eryn E Dixon, Qiao Xuanyuan, Juanru Guo, Yasuhiro Yoshimura, Chitnis Debashish, Anezka Niesnerova, Hao Xu, Morgane Rouault, Benjamin D Humphreys

2020-Current year OA Pubs

Emerging spatially resolved transcriptomics technologies allow for the measurement of gene expression in situ at cellular resolution. We apply direct RNA hybridization-based in situ sequencing (dRNA HybISS, Cartana part of 10xGenomics) to compare male and female healthy mouse kidneys and the male kidney injury and repair timecourse. A pre-selected panel of 200 genes is used to identify cell state dynamics patterns during injury and repair. We develop a new computational pipeline, CellScopes, for the rapid analysis, multi-omic integration and visualization of spatially resolved transcriptomic datasets. The resulting dataset allows us to resolve 13 kidney cell types within distinct kidney niches, …

Sc2menetdrug: A Computational Tool To Uncover Inter-Cell Signaling Targets And Identify Relevant Drugs Based On Single Cell Rna-Seq Data, Jiarui Feng, S. Peter Goedegebuure, Amanda Zeng, Ye Bi, Ting Wang, Philip Payne, Li Ding, David Denardo, William Hawkins, Ryan C. Fields, Fuhai Li

2020-Current year OA Pubs

Single-cell RNA sequencing (scRNA-seq) is a powerful technology to investigate the transcriptional programs in stromal, immune, and disease cells, like tumor cells or neurons within the Alzheimer's Disease (AD) brain or tumor microenvironment (ME) or niche. Cell-cell communications within ME play important roles in disease progression and immunotherapy response and are novel and critical therapeutic targets. Though many tools of scRNA-seq analysis have been developed to investigate the heterogeneity and sub-populations of cells, few were designed for uncovering cell-cell communications of ME and predicting the potentially effective drugs to inhibit the communications. Moreover, the data analysis processes of discovering signaling …

Set-Pp2a Complex As A New Therapeutic Target In Kmt2a (Mll) Rearranged Aml, Antonella Di Mambro, Yoana Arroyo-Berdugo, Tiziana Fioretti, Michael Randles, Luca Cozzuto, Vinothini Rajeeve, Armando Cevenini, Michael J Austin, Gabriella Esposito, Julia Ponomarenko, Claire M Lucas, Pedro Cutillas, John Gribben, Owen Williams, Yolanda Calle, Bela Patel, Maria Teresa Esposito

Journal Articles

KMT2A-rearranged (KMT2A-R) is an aggressive and chemo-refractory acute leukemia which mostly affects children. Transcriptomics-based characterization and chemical interrogation identified kinases as key drivers of survival and drug resistance in KMT2A-R leukemia. In contrast, the contribution and regulation of phosphatases is unknown. In this study we uncover the essential role and underlying mechanisms of SET, the endogenous inhibitor of Ser/Thr phosphatase PP2A, in KMT2A-R-leukemia. Investigation of SET expression in acute myeloid leukemia (AML) samples demonstrated that SET is overexpressed, and elevated expression of SET is correlated with poor prognosis and with the expression of MEIS and HOXA genes in AML patients. …

Epigenetic Regulation During Cancer Transitions Across 11 Tumour Types, Nadezhda V Terekhanova, Alla Karpova, Wen-Wei Liang, Siqi Chen, Yize Li, Austin N Southard-Smith, Michael D Iglesia, Michael C Wendl, Reyka G Jayasinghe, Jingxian Liu, Yizhe Song, Song Cao, Andrew Houston, Xiuting Liu, Matthew A Wyczalkowski, Rita Jui-Hsien Lu, Wagma Caravan, Andrew Shinkle, Nataly Naser Al Deen, John M Herndon, Jacqueline Mudd, Kazuhito Sato, Omar M Ibrahim, Chia-Kuei Mo, Sara E Chasnoff, Jason M Held, Russell Pachynski, Julie K Schwarz, William E Gillanders, Albert H Kim, Ravi Vij, John F Dipersio, Sidharth V Puram, Milan G Chheda, Katherine C Fuh, David G Denardo, Ryan C Fields, Feng Chen, Li Ding, Et Al.

2020-Current year OA Pubs

Chromatin accessibility is essential in regulating gene expression and cellular identity, and alterations in accessibility have been implicated in driving cancer initiation, progression and metastasis

Self-Supervised Deep Clustering Of Single-Cell Rna-Seq Data To Hierarchically Detect Rare Cell Populations., Tianyuan Lei, Ruoyu Chen, Shaoqiang Zhang, Yong Chen

Faculty Scholarship for the College of Science & Mathematics

Single-cell RNA sequencing (scRNA-seq) is a widely used technique for characterizing individual cells and studying gene expression at the single-cell level. Clustering plays a vital role in grouping similar cells together for various downstream analyses. However, the high sparsity and dimensionality of large scRNA-seq data pose challenges to clustering performance. Although several deep learning-based clustering algorithms have been proposed, most existing clustering methods have limitations in capturing the precise distribution types of the data or fully utilizing the relationships between cells, leaving a considerable scope for improving the clustering performance, particularly in detecting rare cell populations from large scRNA-seq data. …

The Use Of Prognostic Markers To Predict Disease Progression And Clinical Outcome In Monoclonal Gammopathy Of Undetermined Significance, Smouldering Multiple Myeloma And Multiple Myeloma., Róisín C. Mcmonagle

International Undergraduate Journal of Health Sciences

Multiple Myeloma (MM) is an incurable plasma cell malignancy with a complex and incompletely understood molecular pathogenesis. Monoclonal Gammopathy of Undetermined Significance (MGUS) and Smouldering Multiple Myeloma (SMM) precede MM, with variable risks and rates of disease progression. The continuing high relapse and death rate in MM cases has prompted research into more accurate prognostic markers to predict progression from MGUS and SMM to MM, as well as identify MM cases with aggressive disease, in order to begin early, targeted and effective therapeutic intervention. Many studies have focused on utilising current markers more effectively, including M-protein, serum-free light chain ratio, …

A Two-Step Transcriptome Analysis Of The Human Heart Reveals Broad And Disease-Responsive Expression Of Ectopic Olfactory Receptors, Sadia Ashraf, O Howard Frazier, Sylvia Carranza, David D Mcpherson, Heinrich Taegtmeyer, Romain Harmancey

Journal Articles

G-protein-coupled receptors (GPCRs) are critical regulators of cardiac physiology and a key therapeutic target for the treatment of heart disease. Ectopic olfactory receptors (ORs) are GPCRs expressed in extra-nasal tissues which have recently emerged as new mediators in the metabolic control of cardiac function. The goals of this study were to profile OR gene expression in the human heart, to identify ORs dysregulated by heart failure caused by ischemic cardiomyopathy, and to provide evidence suggestive of a role for those altered ORs in the pathogenesis of heart failure. Left ventricular tissue from heart failure patients (

Comprehensive Molecular And Clinical Characterization Of Nup98 Fusions In Pediatric Acute Myeloid Leukemia, Eline J M Bertrums, Jenny L. Smith, Lauren Harmon, Rhonda E. Ries, Yi-Cheng J. Wang, Todd A. Alonzo, Andrew J. Menssen, Karen M. Chisholm, Amanda R. Leonti, Katherine Tarlock, Fabiana Ostronoff, Era L. Pogosova-Agadjanyan, Gertjan J L Kaspers, Henrik Hasle, Michael Dworzak, Christiane Walter, Nora Muhlegger, Cristina Morerio, Laura Pardo, Betsy Hirsch, Susana Raimondi, Todd M. Cooper, Richard Aplenc, Alan S. Gamis, Edward A. Kolb, Jason E. Farrar, Derek Stirewalt, Xiaotu Ma, Tim I. Shaw, Scott N. Furlan, Lisa Eidenschink Brodersen, Michael R. Loken, Marry M. Van Den Heuvel-Eibrink, C Michel Zwaan, Timothy J. Triche, Bianca F. Goemans, Soheil Meshinchi

Manuscripts, Articles, Book Chapters and Other Papers

NUP98 fusions comprise a family of rare recurrent alterations in AML, associated with adverse outcomes. In order to define the underlying biology and clinical implications of this family of fusions, we performed comprehensive transcriptome, epigenome, and immunophenotypic profiling of 2,235 children and young adults with AML and identified 160 NUP98 rearrangements (7.2%), including 108 NUP98-NSD1 (4.8%), 32 NUP98-KDM5A (1.4%) and 20 NUP98-X cases (0.9%) with 13 different fusion partners. Fusion partners defined disease characteristics and biology; patients with NUP98-NSD1 or NUP98-KDM5A had distinct immunophenotypic, transcriptomic, and epigenomic profiles. Unlike the two most prevalent NUP98 fusions, NUP98-X variants are typically not …

An Atlas Of Healthy And Injured Cell States And Niches In The Human Kidney, Blue B Lake, Amanda Knoten, Bo Zhang, Diane Salamon, Anitha Vijayan, Eric H Kim, Joseph P Gaut, Sanjay Jain, Et Al.

2020-Current year OA Pubs

Understanding kidney disease relies on defining the complexity of cell types and states, their associated molecular profiles and interactions within tissue neighbourhoods

High-Resolution Transcriptomic And Epigenetic Profiling Identifies Novel Regulators Of Copd, Uwe Schwartz, Maria Llamazares Prada, Stephanie T Pohl, Mandy Richter, Raluca Tamas, Michael Schuler, Corinna Keller, Vedrana Mijosek, Thomas Muley, Marc A Schneider, Karsten Quast, Joschka Hey, Claus P Heußel, Arne Warth, Hauke Winter, Özdemirhan Serçin, Harry Karmouty-Quintana, Soma Sk Jyothula, Manish K Patel, Felix Herth, Ina Koch, Giuseppe Petrosino, Alexandru Titimeaua, Balca R Mardin, Dieter Weichenhan, Tomasz P Jurkowski, Charles D Imbusch, Benedikt Brors, Vladimir Benes, Birgit Jung, David Wyatt, Heiko F Stahl, Christoph Plass, Renata Z Jurkowska

Journal Articles

Patients with chronic obstructive pulmonary disease (COPD) are still waiting for curative treatments. Considering its environmental cause, we hypothesized that COPD will be associated with altered epigenetic signaling in lung cells. We generated genome-wide DNA methylation maps at single CpG resolution of primary human lung fibroblasts (HLFs) across COPD stages. We show that the epigenetic landscape is changed early in COPD, with DNA methylation changes occurring predominantly in regulatory regions. RNA sequencing of matched fibroblasts demonstrated dysregulation of genes involved in proliferation, DNA repair, and extracellular matrix organization. Data integration identified 110 candidate regulators of disease phenotypes that were linked …

Single-Cell Discovery And Multiomic Characterization Of Therapeutic Targets In Multiple Myeloma, Lijun Yao, Julia T Wang, Reyka G Jayasinghe, Julie O'Neal, Chia-Feng Tsai, Michael P Rettig, Yizhe Song, Ruiyang Liu, Yanyan Zhao, Omar M Ibrahim, Mark A Fiala, Julie M Fortier, Siqi Chen, Leah Gehrs, Fernanda Martins Rodrigues, Michael C Wendl, Daniel Kohnen, Andrew Shinkle, Song Cao, Steven M Foltz, Daniel Cui Zhou, Erik Storrs, Matthew A Wyczalkowski, Smrithi Mani, Scott R Goldsmith, Feng Chen, Ravi Vij, Li Ding, John F Dipersio, Et Al.

2020-Current year OA Pubs

UNLABELLED: Multiple myeloma (MM) is a highly refractory hematologic cancer. Targeted immunotherapy has shown promise in MM but remains hindered by the challenge of identifying specific yet broadly representative tumor markers. We analyzed 53 bone marrow (BM) aspirates from 41 MM patients using an unbiased, high-throughput pipeline for therapeutic target discovery via single-cell transcriptomic profiling, yielding 38 MM marker genes encoding cell-surface proteins and 15 encoding intracellular proteins. Of these, 20 candidate genes were highlighted that are not yet under clinical study, 11 of which were previously uncharacterized as therapeutic targets. The findings were cross-validated using bulk RNA sequencing, flow …

Gingival Transcriptomic Patterns Of Macrophage Polarization During Initiation, Progression, And Resolution Of Periodontitis., Octavio A Gonzalez, Sreenatha S Kirakodu, Linh M Nguyen, Jeffrey L Ebersole

Journal Articles

Phenotypic and functional heterogeneity of macrophages is clearly a critical component of their effective functions in innate and adaptive immunity. This investigation hypothesized that altered profiles of gene expression in gingival tissues in health, disease, and resolution would reflect changes in macrophage phenotypes occurring in these tissues. The study used a nonhuman primate model to evaluate gene expression profiles as footprints of macrophage variation using a longitudinal experimental model of ligature-induced periodontitis in animals from 3 to 23 years of age to identify aging effects on the gingival environment. Significant differences were observed in distribution of expressed gene levels for …

Association Of Metformin With The Development Of Age-Related Macular Degeneration, Amitha Domalpally, Samuel A Whittier, Qing Pan, Dana M Dabelea, Christine H Darwin, William C Knowler, Christine G Lee, Jose A Luchsinger, Neil H White, Emily Y Chew

Journal Articles

IMPORTANCE: Age-related macular degeneration (AMD) is a leading cause of blindness with no treatment available for early stages. Retrospective studies have shown an association between metformin and reduced risk of AMD.

OBJECTIVE: To investigate the association between metformin use and age-related macular degeneration (AMD).

DESIGN, SETTING, AND PARTICIPANTS: The Diabetes Prevention Program Outcomes Study is a cross-sectional follow-up phase of a large multicenter randomized clinical trial, Diabetes Prevention Program (1996-2001), to investigate the association of treatment with metformin or an intensive lifestyle modification vs placebo with preventing the onset of type 2 diabetes in a population at high risk for …

More On The Magic Of Metformin, Efstratios Koutroumpakis, Claire Huang-Lucas, Heinrich Taegtmeyer

Journal Articles

No abstract provided.

Defining Solute Carrier Transporter Signatures Of Murine Immune Cell Subsets, Tania Løve Aaes, Javier Burgoa Cardás, Kodi S Ravichandran

2020-Current year OA Pubs

Solute carrier (SLC) transporters are membrane-bound proteins that facilitate nutrient transport, and the movement across cellular membranes of various substrates ranging from ions to amino acids, metabolites and drugs. Recently, SLCs have gained increased attention due to their functional linkage to innate immunological processes such as the clearance of dead cells and anti-microbial defense. Further, the druggable nature of these transporters provides unique opportunities for improving outcomes in different immunological diseases. Although the SLCs represent the largest group of transporters and are often identified as significant hits in omics data sets, their role in immunology has been insufficiently explored. This …

Multiplex Immunofluorescence-Guided Laser Capture Microdissection For Spatial Transcriptomics Of Metastatic Melanoma Tissues., Jan Martinek, Te-Chia Wu, Lili Sun, Jianan Lin, Kyung In Kim, Florentina Marches, Paul Robson, Joshy George, Karolina Palucka

Faculty Research 2022

We describe a pipeline for optimized and streamlined multiplexed immunofluorescence-guided laser capture microdissection allowing the harvest of individual cells based on their phenotype and tissue localization for transcriptomic analysis with next-generation RNA sequencing. Here, we analyze transcriptomes of CD3+ T cells, CD14+ monocytes/macrophages, and melanoma cells in non-dissociated metastatic melanoma tissue. While this protocol is described for melanoma tissues, we successfully applied it to human tonsil, skin, and breast cancer tissues as well as mouse lung tissues. For complete details on the use and execution of this protocol, please refer to Martinek et al. (2022).

Single-Cell Rna Transcriptome Analysis Of Cns Immune Cells Reveals Cxcl16/Cxcr6 As Maintenance Factors For Tissue-Resident T Cells That Drive Synapse Elimination, Sarah F Rosen, Allison L Soung, Wei Yang, Shenjian Ai, Marlene Kanmogne, Veronica A Davé, Maxim Artyomov, Jeffrey A Magee, Robyn S Klein

2020-Current year OA Pubs

BACKGROUND: Emerging RNA viruses that target the central nervous system (CNS) lead to cognitive sequelae in survivors. Studies in humans and mice infected with West Nile virus (WNV), a re-emerging RNA virus associated with learning and memory deficits, revealed microglial-mediated synapse elimination within the hippocampus. Moreover, CNS-resident memory T (T

METHODS: Here, we examined immune cells within the murine WNV-recovered forebrain using single-cell RNA sequencing to identify putative ligand-receptor pairs involved in intercellular communication between T cells and microglia. Clustering and differential gene analyses were followed by protein validation and genetic and antibody-based approaches utilizing an established murine model of …

Single-Cell Rna Sequencing Reveals Molecular Features Of Heterogeneity In The Murine Retinal Pigment Epithelium., Ravi S Pandey, Mark P. Krebs, Mohan Bolisetty, Jeremy R. Charette, Juergen K. Naggert, Paul Robson, Patsy M. Nishina, Gregory W. Carter

Faculty Research 2022

Transcriptomic analysis of the mammalian retinal pigment epithelium (RPE) aims to identify cellular networks that influence ocular development, maintenance, function, and disease. However, available evidence points to RPE cell heterogeneity within native tissue, which adds complexity to global transcriptomic analysis. Here, to assess cell heterogeneity, we performed single-cell RNA sequencing of RPE cells from two young adult male C57BL/6J mice. Following quality control to ensure robust transcript identification limited to cell singlets, we detected 13,858 transcripts among 2667 and 2846 RPE cells. Dimensional reduction by principal component analysis and uniform manifold approximation and projection revealed six distinct cell populations. All …

Comprehensive Analysis Of Alternative Splicing In Gastric Cancer Identifies Epithelial-Mesenchymal Transition Subtypes Associated With Survival., Yukyung Jun, Yun-Suhk Suh, Sunghee Park, Jieun Lee, Jong-Il Kim, Sanghyuk Lee, Wan-Ping Lee, Olga Anczuków, Han-Kwang Yang, Charles Lee

Faculty Research 2022

Alternatively spliced RNA isoforms are a hallmark of tumors, but their nature, prevalence, and clinical implications in gastric cancer have not been comprehensively characterized. We systematically profiled the splicing landscape of 83 gastric tumors and matched normal mucosa, identifying and experimentally validating eight splicing events that can classify all gastric cancers into three subtypes: epithelial-splicing (EpiS), mesenchymal-splicing (MesS), and hybrid-splicing. These subtypes were associated with distinct molecular signatures and epithelial-mesenchymal transition markers. Subtype-specific splicing events were enriched in motifs for splicing factors RBM24 and ESRP1, which were upregulated in MesS and EpiS tumors, respectively. A simple classifier based only on …

29 M 6 A-Rna Methylation (Epitranscriptomic) Regulators Are Regulated In 41 Diseases Including Atherosclerosis And Tumors Potentially Via Ros Regulation - 102 Transcriptomic Dataset Analyses, Ming Liu, Keman Xu, Fatma Saaoud, Ying Shao, Ruijing Zhang, Yifan Lu, Yu Sun, Charles Drummer Iv, Li Li, Sheng Wu, Satya P Kunapuli, Gerard J Criner, Jianxin Sun, Huimin Shan, Xiaohua Jiang, Hong Wang, Xiaofeng Yang

Center for Translational Medicine Faculty Papers

We performed a database mining on 102 transcriptomic datasets for the expressions of 29 m6A-RNA methylation (epitranscriptomic) regulators (m6A-RMRs) in 41 diseases and cancers and made significant findings: (1) a few m6A-RMRs were upregulated; and most m6A-RMRs were downregulated in sepsis, acute respiratory distress syndrome, shock, and trauma; (2) half of 29 m6A-RMRs were downregulated in atherosclerosis; (3) inflammatory bowel disease and rheumatoid arthritis modulated m6A-RMRs more than lupus and psoriasis; (4) some organ failures shared eight upregulated m6A-RMRs; end-stage renal failure (ESRF) downregulated 85% of m6A-RMRs; (5) Middle-East respiratory syndrome coronavirus infections modulated m6A-RMRs the most among viral infections; …

Single-Cell Multi-Omics Reveals Dyssynchrony Of The Innate And Adaptive Immune System In Progressive Covid-19., Avraham Unterman, Tomokazu S Sumida, Nima Nouri, Xiting Yan, Amy Y Zhao, Victor Gasque, Jonas C Schupp, Hiromitsu Asashima, Yunqing Liu, Carlos Cosme, Wenxuan Deng, Ming Chen, Micha Sam Brickman Raredon, Kenneth B Hoehn, Guilin Wang, Zuoheng Wang, Giuseppe Deiuliis, Neal G Ravindra, Ningshan Li, Christopher Castaldi, Patrick Wong, John Fournier, Santos Bermejo, Lokesh Sharma, Arnau Casanovas-Massana, Chantal B F Vogels, Anne L Wyllie, Nathan D Grubaugh, Anthony Melillo, Hailong Meng, Yan Stein, Maksym Minasyan, Subhasis Mohanty, William E Ruff, Inessa Cohen, Khadir Raddassi, Laura E Niklason, Albert I Ko, Ruth R Montgomery, Shelli F Farhadian, Akiko Iwasaki, Albert C Shaw, David Van Dijk, Hongyu Zhao, Steven H Kleinstein, David A Hafler, Naftali Kaminski, Charles S Dela Cruz

Faculty Research 2022

Dysregulated immune responses against the SARS-CoV-2 virus are instrumental in severe COVID-19. However, the immune signatures associated with immunopathology are poorly understood. Here we use multi-omics single-cell analysis to probe the dynamic immune responses in hospitalized patients with stable or progressive course of COVID-19, explore V(D)J repertoires, and assess the cellular effects of tocilizumab. Coordinated profiling of gene expression and cell lineage protein markers shows that S100A

Oncodb: An Interactive Online Database For Analysis Of Gene Expression And Viral Infection In Cancer, Gongyu Tang, Minsu Cho, Xiaowei Wang

2020-Current year OA Pubs

Large-scale multi-omics datasets, most prominently from the TCGA consortium, have been made available to the public for systematic characterization of human cancers. However, to date, there is a lack of corresponding online resources to utilize these valuable data to study gene expression dysregulation and viral infection, two major causes for cancer development and progression. To address these unmet needs, we established OncoDB, an online database resource to explore abnormal patterns in gene expression as well as viral infection that are correlated to clinical features in cancer. Specifically, OncoDB integrated RNA-seq, DNA methylation, and related clinical data from over 10 000 …

Single-Cell Rna-Sequencing Analysis Of The Ciliary Epithelium And Contiguous Tissues In The Mouse Eye, J C Youkilis, S Bassnett

2020-Current year OA Pubs

The ciliary epithelium plays a central role in ocular homeostasis but cells of the pigmented and non-pigmented layers are difficult to isolate physically and study. Here we used single-cell RNA-sequencing (scRNA-seq) to analyze the transcriptional signatures of cells harvested from the ciliary body and contiguous tissues. Microdissected tissue was dissociated by collagenase digestion and the transcriptomes of individual cells were obtained using a droplet-based scRNA-seq approach. In situ hybridization was used to verify the expression patterns of selected differentially-expressed genes. High quality transcriptomes were obtained from 10,024 cells and unsupervised clustering distinguished 22 cell types. Although efforts were made to …

Glis1 Regulates Trabecular Meshwork Function And Intraocular Pressure And Is Associated With Glaucoma In Humans., K Saidas Nair, Chitrangda Srivastava, Robert V Brown, Swanand Koli, Hélène Choquet, Hong Soon Kang, Yien-Ming Kuo, Sara A Grimm, Caleb Sutherland, Alexandra Badea, G Allan Johnson, Yin Zhao, Jie Yin, Kyoko Okamoto, Graham Clark, Terete Borrás, Gulab Zode, Krishnakumar Kizhatil, Subhabrata Chakrabarti, Simon W M John, Eric Jorgenson, Anton M Jetten

Faculty Research 2021

Chronically elevated intraocular pressure (IOP) is the major risk factor of primary open-angle glaucoma, a leading cause of blindness. Dysfunction of the trabecular meshwork (TM), which controls the outflow of aqueous humor (AqH) from the anterior chamber, is the major cause of elevated IOP. Here, we demonstrate that mice deficient in the Krüppel-like zinc finger transcriptional factor GLI-similar-1 (GLIS1) develop chronically elevated IOP. Magnetic resonance imaging and histopathological analysis reveal that deficiency in GLIS1 expression induces progressive degeneration of the TM, leading to inefficient AqH drainage from the anterior chamber and elevated IOP. Transcriptome and cistrome analyses identified several glaucoma- …