A Brief Overview of Lncrnas in Endothelial Dysfunction-Associated Diseases: from Discovery to Characterization
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PARSANA-DISSERTATION-2020.Pdf
DECIPHERING TRANSCRIPTIONAL PATTERNS OF GENE REGULATION: A COMPUTATIONAL APPROACH by Princy Parsana A dissertation submitted to The Johns Hopkins University in conformity with the requirements for the degree of Doctor of Philosophy Baltimore, Maryland July, 2020 © 2020 Princy Parsana All rights reserved Abstract With rapid advancements in sequencing technology, we now have the ability to sequence the entire human genome, and to quantify expression of tens of thousands of genes from hundreds of individuals. This provides an extraordinary opportunity to learn phenotype relevant genomic patterns that can improve our understanding of molecular and cellular processes underlying a trait. The high dimensional nature of genomic data presents a range of computational and statistical challenges. This dissertation presents a compilation of projects that were driven by the motivation to efficiently capture gene regulatory patterns in the human transcriptome, while addressing statistical and computational challenges that accompany this data. We attempt to address two major difficulties in this domain: a) artifacts and noise in transcriptomic data, andb) limited statistical power. First, we present our work on investigating the effect of artifactual variation in gene expression data and its impact on trans-eQTL discovery. Here we performed an in-depth analysis of diverse pre-recorded covariates and latent confounders to understand their contribution to heterogeneity in gene expression measurements. Next, we discovered 673 trans-eQTLs across 16 human tissues using v6 data from the Genotype Tissue Expression (GTEx) project. Finally, we characterized two trait-associated trans-eQTLs; one in Skeletal Muscle and another in Thyroid. Second, we present a principal component based residualization method to correct gene expression measurements prior to reconstruction of co-expression networks. -
Genome Complexity’ Conundrum
Downloaded from genesdev.cshlp.org on September 27, 2021 - Published by Cold Spring Harbor Laboratory Press REVIEW Eukaryotic regulatory RNAs: an answer to the ‘genome complexity’ conundrum Kannanganattu V. Prasanth and David L. Spector1 Cold Spring Harbor Laboratory, Cold Spring Harbor, New York 11724, USA A large portion of the eukaryotic genome is transcribed Caenorhabditis elegans is extremely close (http://www. as noncoding RNAs (ncRNAs). While once thought of ensembl.org). Such analyses suggest that protein-coding primarily as “junk,” recent studies indicate that a large genes alone are not sufficient to account for the com- number of these RNAs play central roles in regulating plexity of higher eukaryotic organisms. Interestingly, gene expression at multiple levels. The increasing diver- from genomic analysis it is evident that as an organism’s sity of ncRNAs identified in the eukaryotic genome sug- complexity increases, the protein-coding contribution of gests a critical nexus between the regulatory potential of its genome decreases (Mattick 2004a,b; Szymanski and ncRNAs and the complexity of genome organization. We Barciszewski 2006). A portion of this paradox can be re- provide an overview of recent advances in the identifi- solved through alternative pre-mRNA splicing, whereby cation and function of eukaryotic ncRNAs and the roles diverse mRNA species, encoding different protein iso- played by these RNAs in chromatin organization, gene forms, can be derived from a single gene (Lareau et al. expression, and disease etiology. 2004). In addition, a range of post-translational modifi- cations contributes to the increased complexity and di- versity of protein species (Yang 2005). Although Jacob and Monod (1961) suggested early on It is estimated that ∼98% of the transcriptional output that structural genes encode proteins and regulatory of the human genome represents RNA that does not en- genes produce noncoding RNAs (ncRNAs), the prevail- code protein (Mattick 2005). -
Environmental Influences on Endothelial Gene Expression
ENDOTHELIAL CELL GENE EXPRESSION John Matthew Jeff Herbert Supervisors: Prof. Roy Bicknell and Dr. Victoria Heath PhD thesis University of Birmingham August 2012 University of Birmingham Research Archive e-theses repository This unpublished thesis/dissertation is copyright of the author and/or third parties. The intellectual property rights of the author or third parties in respect of this work are as defined by The Copyright Designs and Patents Act 1988 or as modified by any successor legislation. Any use made of information contained in this thesis/dissertation must be in accordance with that legislation and must be properly acknowledged. Further distribution or reproduction in any format is prohibited without the permission of the copyright holder. ABSTRACT Tumour angiogenesis is a vital process in the pathology of tumour development and metastasis. Targeting markers of tumour endothelium provide a means of targeted destruction of a tumours oxygen and nutrient supply via destruction of tumour vasculature, which in turn ultimately leads to beneficial consequences to patients. Although current anti -angiogenic and vascular targeting strategies help patients, more potently in combination with chemo therapy, there is still a need for more tumour endothelial marker discoveries as current treatments have cardiovascular and other side effects. For the first time, the analyses of in-vivo biotinylation of an embryonic system is performed to obtain putative vascular targets. Also for the first time, deep sequencing is applied to freshly isolated tumour and normal endothelial cells from lung, colon and bladder tissues for the identification of pan-vascular-targets. Integration of the proteomic, deep sequencing, public cDNA libraries and microarrays, delivers 5,892 putative vascular targets to the science community. -
Diverse Gene Expression and DNA Methylation Profiles Correlate with Differential Adaptation of Breast Cancer Cells to the Antiestrogens Tamoxifen and Fulvestrant
Research Article Diverse Gene Expression and DNA Methylation Profiles Correlate with Differential Adaptation of Breast Cancer Cells to the Antiestrogens Tamoxifen and Fulvestrant Meiyun Fan,1 Pearlly S. Yan,2 Cori Hartman-Frey,1 Lei Chen,1 Henry Paik,1 Samuel L. Oyer,1 Jonathan D. Salisbury,1 Alfred S.L. Cheng,2 Lang Li,3 Phillip H. Abbosh,1 Tim H-M. Huang,2 and Kenneth P. Nephew1,4,5 1Medical Sciences, Indiana University School of Medicine, Bloomington, Indiana; 2Division of Human Cancer Genetics, Comprehensive Cancer Center, Ohio State University, Columbus, Ohio; 3Division of Biostatistics, Department of Medicine and 4Department of Cellular and Integrative Physiology, Indiana University School of Medicine; and 5Indiana University Cancer Center, Indianapolis, Indiana Abstract Introduction The development of targeted therapies for antiestrogen- The steroid hormone estrogen is strongly implicated in the resistant breast cancer requires a detailed understanding development and progression of breast cancer (1). The primary of its molecular characteristics. To further elucidate the mediator of estrogen action in breast cancer cells is estrogen molecular events underlying acquired resistance to the receptor a (ERa), a ligand-activated transcription factor (1). antiestrogens tamoxifen and fulvestrant, we established Consequently, the leading drugs used for endocrine therapy of drug-resistant sublines from a single colony of hormone- breast cancer all block ERa activity, including antiestrogens (i.e., dependent breast cancer MCF7 cells. These model systems tamoxifen and fulvestrant) and aromatase inhibitors (2). Despite allowed us to examine the cellular and molecular changes the efficacy and favorable safety profile of these agents, the use of induced by antiestrogens in the context of a uniform clonal endocrine therapy is limited by the onset of drug resistance, in background. -
Cytogenetic and Molecular Characterization of the Macro- And
University of Ulm Department of Human Genetics Prof. Dr. med. Walther Vogel Cytogenetic and Molecular Characterization of the Macro- and Micro-inversions, which Distinguish the Human and the Chimpanzee Karyotypes - from Speciation to Polymorphism Thesis Applying for the Degree of Doctor of Human Biology (Dr. hum. biol.) Faculty of Medicine University of Ulm Presented by Justyna Monika Szamalek from Wrze śnia in Poland 2006 Amtierender Dekan: Prof. Dr. Klaus-Michael Debatin 1. Berichterstatter: Prof. Dr. med. Horst Hameister 2. Berichterstatter: Prof. Dr. med. Konstanze Döhner Tag der Promotion: 28.07.2006 Content Content 1. Introduction ...................................................................................................................7 1.1. Primate phylogeny........................................................................................................7 1.2. Africa as the place of human origin and the living area of the present-day chimpanzee populations .................................................................9 1.3. Cytogenetic and molecular differences between human and chimpanzee genomes.............................................................................................10 1.4. Cytogenetic and molecular differences between common chimpanzee and bonobo genomes................................................................................17 1.5. Theory of speciation .....................................................................................................18 1.6. Theory of selection -
The Hallmarks of Cancer a Long Non-Coding RNA Point of View
review REVIEW RNA Biology 9:6, 703-719; June 2012; © 2012 Landes Bioscience The hallmarks of cancer A long non-coding RNA point of view Tony Gutschner and Sven Diederichs* Helmholtz-University-Group “Molecular RNA Biology & Cancer”; German Cancer Research Center DKFZ; Heidelberg, Germany; Institute of Pathology; University of Heidelberg; Heidelberg, Germany Keywords: non-coding RNA, ncRNA, lincRNA, gene expression, carcinogenesis, tumor biology, cancer therapy, MALAT1, HOTAIR, XIST, T-UCR Abbreviations: ALT, alternative lengthening of telomeres; AR, androgen receptor; ANRIL, antisense non-coding RNA in the INK4 locus; Bax, BCL2-associated X protein; Bcl-2, B cell CLL/lymphoma 2; Bcl-xL, B cell lymphoma-extra large; CBX, chromobox homolog; cIAP2, cellular inhibitor of apoptosis; CUDR, cancer upregulated drug resistant; EMT, epithelial- mesenchymal-transition; eNOS, endothelial nitric-oxide synthase; ER, estrogen receptor; GAGE6, G antigene 6; GAS5, growth-arrest specific 5; GR, glucocorticoid receptor; HCC, hepatocellular carcinoma; HIF, hypoxia-inducible factor; HMGA1, high mobility group AT-hook 1; hnRNP, heterogenous ribonucleoprotein; HOTAIR, HOX antisense intergenic RNA; HOX, homeobox; HULC, highly upregulated in liver cancer; lncRNA, long non-coding RNA; lincRNA, long intergenic RNA; MALAT1, metastasis associated long adenocarcinoma transcript 1; Mdm2, murine double minute 2; miRNA, microRNA; mRNA, messenger RNA; mTOR, mammalian target of rapamycin; Myc, myelocytomatosis oncogene; NAT, natural antisense transcript; ncRNA, non-coding -
Insights Into the Immune Mechanisms Leading to Lupus-Like Autoimmunity in New Zealand Black Mice
Insights into the immune mechanisms leading to lupus-like autoimmunity in New Zealand Black mice by Evelyn Yin-Wah Pau A thesis submitted in conformity with the requirements for the degree of Doctor of Philosophy Graduate Department of Immunology University of Toronto © Copyright by Evelyn Yin-Wah Pau 2013 Insights into the immune mechanisms leading to lupus-like autoimmunity in New Zealand Black mice Doctor of Philosophy Degree, 2013 Evelyn Yin-Wah Pau Department of Immunology University of Toronto Abstract Systemic lupus erythematosus (SLE) is a chronic, multi-organ autoimmune disease characterized by the production of antibodies against self nuclear antigens. Genetics play a dominant role in disease pathogenesis and functional examination of spontaneously-arising lupus-prone animal models has provided key insights into understanding the genetic complexity of the disease. The overarching goal of the work presented here is to identify the underlying immunologic abnormalities, together with lupus susceptibility loci that produce them, that promote the development of autoimmunity in the lupus-prone New Zealand Black (NZB) background. Chapter 2 identifies the critical role of CD40-CD40L interactions in the pathogenesis of disease in NZB mice. We showed that this interaction is required for the production of class-switched IgG autoantibodies and development of hemolytic anemia and kidney disease. Polyclonal B cell activation, expansion of plasmacytoid dendritic cells (pDC), and elevated gene expression of baff were maintained in CD40L-deficient NZB mice, despite the lack of IgG immune complexes. Chapter 3 utilizes bicongenic mice carrying both NZB chromosomes 1 and 13 to investigate the genetic complexity in disease pathogenesis. -
Identification of IFN-Induced Transmembrane Protein 1 With
ORIGINAL RESEARCH published: 22 March 2021 doi: 10.3389/fonc.2021.626883 Identification of IFN-Induced Transmembrane Protein 1 With Prognostic Value in Pancreatic Cancer Using Network Module-Based Analysis Lingyun Wu 1†, Xinli Zhu 1†, Danfang Yan 1, Mengmeng Tang 2, Chiyuan Ma 3*† and Senxiang Yan 1*† 1 Department of Radiation Oncology, The First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China, 2 Department of Pathology, The First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China, 3 Department of Orthopedic Surgery, The Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China Despite improvements reported in diagnosis and treatments in recent decades, Edited by: pancreatic cancer is still characterized by poor prognosis and low survival rate among Xiangqian Guo, Henan University, China solid tumors. Intensive interests have grown in exploring novel predictive biomarkers, Reviewed by: aiming to enhance the efficiency in early detection and treatment prognosis. In this Jiateng Zhong, study, we identified the differentially expressed genes (DEGs) in pancreatic cancer by Xinxiang Medical University, China Liang Chen, analyzing five gene expression profiles and established the functional modules according Wuhan University, China to the functional interaction (FI) network between the DEGs. A significant upregulation Guosen Zhang, of the selected DEG, interferon (IFN)-induced transmembrane protein 1 (IFITM1), was Henan University, China *Correspondence: evaluated in several bioinformatics online tools and verified with immunohistochemistry Senxiang Yan staining from samples of 90 patients with pancreatic cancer. Prognostic data showed [email protected] that high expression of IFITM1 associated with poor survival, and multivariate Cox Chiyuan Ma [email protected] regression analysis showed IFITM1 was one of the independent prognostic factors for overall survival. -
Content Based Search in Gene Expression Databases and a Meta-Analysis of Host Responses to Infection
Content Based Search in Gene Expression Databases and a Meta-analysis of Host Responses to Infection A Thesis Submitted to the Faculty of Drexel University by Francis X. Bell in partial fulfillment of the requirements for the degree of Doctor of Philosophy November 2015 c Copyright 2015 Francis X. Bell. All Rights Reserved. ii Acknowledgments I would like to acknowledge and thank my advisor, Dr. Ahmet Sacan. Without his advice, support, and patience I would not have been able to accomplish all that I have. I would also like to thank my committee members and the Biomed Faculty that have guided me. I would like to give a special thanks for the members of the bioinformatics lab, in particular the members of the Sacan lab: Rehman Qureshi, Daisy Heng Yang, April Chunyu Zhao, and Yiqian Zhou. Thank you for creating a pleasant and friendly environment in the lab. I give the members of my family my sincerest gratitude for all that they have done for me. I cannot begin to repay my parents for their sacrifices. I am eternally grateful for everything they have done. The support of my sisters and their encouragement gave me the strength to persevere to the end. iii Table of Contents LIST OF TABLES.......................................................................... vii LIST OF FIGURES ........................................................................ xiv ABSTRACT ................................................................................ xvii 1. A BRIEF INTRODUCTION TO GENE EXPRESSION............................. 1 1.1 Central Dogma of Molecular Biology........................................... 1 1.1.1 Basic Transfers .......................................................... 1 1.1.2 Uncommon Transfers ................................................... 3 1.2 Gene Expression ................................................................. 4 1.2.1 Estimating Gene Expression ............................................ 4 1.2.2 DNA Microarrays ...................................................... -
393LN V 393P 344SQ V 393P Probe Set Entrez Gene
393LN v 393P 344SQ v 393P Entrez fold fold probe set Gene Gene Symbol Gene cluster Gene Title p-value change p-value change chemokine (C-C motif) ligand 21b /// chemokine (C-C motif) ligand 21a /// chemokine (C-C motif) ligand 21c 1419426_s_at 18829 /// Ccl21b /// Ccl2 1 - up 393 LN only (leucine) 0.0047 9.199837 0.45212 6.847887 nuclear factor of activated T-cells, cytoplasmic, calcineurin- 1447085_s_at 18018 Nfatc1 1 - up 393 LN only dependent 1 0.009048 12.065 0.13718 4.81 RIKEN cDNA 1453647_at 78668 9530059J11Rik1 - up 393 LN only 9530059J11 gene 0.002208 5.482897 0.27642 3.45171 transient receptor potential cation channel, subfamily 1457164_at 277328 Trpa1 1 - up 393 LN only A, member 1 0.000111 9.180344 0.01771 3.048114 regulating synaptic membrane 1422809_at 116838 Rims2 1 - up 393 LN only exocytosis 2 0.001891 8.560424 0.13159 2.980501 glial cell line derived neurotrophic factor family receptor alpha 1433716_x_at 14586 Gfra2 1 - up 393 LN only 2 0.006868 30.88736 0.01066 2.811211 1446936_at --- --- 1 - up 393 LN only --- 0.007695 6.373955 0.11733 2.480287 zinc finger protein 1438742_at 320683 Zfp629 1 - up 393 LN only 629 0.002644 5.231855 0.38124 2.377016 phospholipase A2, 1426019_at 18786 Plaa 1 - up 393 LN only activating protein 0.008657 6.2364 0.12336 2.262117 1445314_at 14009 Etv1 1 - up 393 LN only ets variant gene 1 0.007224 3.643646 0.36434 2.01989 ciliary rootlet coiled- 1427338_at 230872 Crocc 1 - up 393 LN only coil, rootletin 0.002482 7.783242 0.49977 1.794171 expressed sequence 1436585_at 99463 BB182297 1 - up 393 -
Integrated Functional Genomic Analysis Enables Annotation of Kidney Genome-Wide Association Study Loci
BASIC RESEARCH www.jasn.org Integrated Functional Genomic Analysis Enables Annotation of Kidney Genome-Wide Association Study Loci Karsten B. Sieber,1 Anna Batorsky,2 Kyle Siebenthall,2 Kelly L. Hudkins,3 Jeff D. Vierstra,2 Shawn Sullivan,4 Aakash Sur,4,5 Michelle McNulty,6 Richard Sandstrom,2 Alex Reynolds,2 Daniel Bates,2 Morgan Diegel,2 Douglass Dunn,2 Jemma Nelson,2 Michael Buckley,2 Rajinder Kaul,2 Matthew G. Sampson,6 Jonathan Himmelfarb,7,8 Charles E. Alpers,3,8 Dawn Waterworth,1 and Shreeram Akilesh3,8 Due to the number of contributing authors, the affiliations are listed at the end of this article. ABSTRACT Background Linking genetic risk loci identified by genome-wide association studies (GWAS) to their causal genes remains a major challenge. Disease-associated genetic variants are concentrated in regions con- taining regulatory DNA elements, such as promoters and enhancers. Although researchers have previ- ously published DNA maps of these regulatory regions for kidney tubule cells and glomerular endothelial cells, maps for podocytes and mesangial cells have not been available. Methods We generated regulatory DNA maps (DNase-seq) and paired gene expression profiles (RNA-seq) from primary outgrowth cultures of human glomeruli that were composed mainly of podo- cytes and mesangial cells. We generated similar datasets from renal cortex cultures, to compare with those of the glomerular cultures. Because regulatory DNA elements can act on target genes across large genomic distances, we also generated a chromatin conformation map from freshly isolated human glomeruli. Results We identified thousands of unique regulatory DNA elements, many located close to transcription factor genes, which the glomerular and cortex samples expressed at different levels. -
Peripheral Nerve Single-Cell Analysis Identifies Mesenchymal Ligands That Promote Axonal Growth
Research Article: New Research Development Peripheral Nerve Single-Cell Analysis Identifies Mesenchymal Ligands that Promote Axonal Growth Jeremy S. Toma,1 Konstantina Karamboulas,1,ª Matthew J. Carr,1,2,ª Adelaida Kolaj,1,3 Scott A. Yuzwa,1 Neemat Mahmud,1,3 Mekayla A. Storer,1 David R. Kaplan,1,2,4 and Freda D. Miller1,2,3,4 https://doi.org/10.1523/ENEURO.0066-20.2020 1Program in Neurosciences and Mental Health, Hospital for Sick Children, 555 University Avenue, Toronto, Ontario M5G 1X8, Canada, 2Institute of Medical Sciences University of Toronto, Toronto, Ontario M5G 1A8, Canada, 3Department of Physiology, University of Toronto, Toronto, Ontario M5G 1A8, Canada, and 4Department of Molecular Genetics, University of Toronto, Toronto, Ontario M5G 1A8, Canada Abstract Peripheral nerves provide a supportive growth environment for developing and regenerating axons and are es- sential for maintenance and repair of many non-neural tissues. This capacity has largely been ascribed to paracrine factors secreted by nerve-resident Schwann cells. Here, we used single-cell transcriptional profiling to identify ligands made by different injured rodent nerve cell types and have combined this with cell-surface mass spectrometry to computationally model potential paracrine interactions with peripheral neurons. These analyses show that peripheral nerves make many ligands predicted to act on peripheral and CNS neurons, in- cluding known and previously uncharacterized ligands. While Schwann cells are an important ligand source within injured nerves, more than half of the predicted ligands are made by nerve-resident mesenchymal cells, including the endoneurial cells most closely associated with peripheral axons. At least three of these mesen- chymal ligands, ANGPT1, CCL11, and VEGFC, promote growth when locally applied on sympathetic axons.