Aberrant Promoter Methylation and Tumor Suppressive Activity of the DFNA5 Gene in Colorectal Carcinoma
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Seq2pathway Vignette
seq2pathway Vignette Bin Wang, Xinan Holly Yang, Arjun Kinstlick May 19, 2021 Contents 1 Abstract 1 2 Package Installation 2 3 runseq2pathway 2 4 Two main functions 3 4.1 seq2gene . .3 4.1.1 seq2gene flowchart . .3 4.1.2 runseq2gene inputs/parameters . .5 4.1.3 runseq2gene outputs . .8 4.2 gene2pathway . 10 4.2.1 gene2pathway flowchart . 11 4.2.2 gene2pathway test inputs/parameters . 11 4.2.3 gene2pathway test outputs . 12 5 Examples 13 5.1 ChIP-seq data analysis . 13 5.1.1 Map ChIP-seq enriched peaks to genes using runseq2gene .................... 13 5.1.2 Discover enriched GO terms using gene2pathway_test with gene scores . 15 5.1.3 Discover enriched GO terms using Fisher's Exact test without gene scores . 17 5.1.4 Add description for genes . 20 5.2 RNA-seq data analysis . 20 6 R environment session 23 1 Abstract Seq2pathway is a novel computational tool to analyze functional gene-sets (including signaling pathways) using variable next-generation sequencing data[1]. Integral to this tool are the \seq2gene" and \gene2pathway" components in series that infer a quantitative pathway-level profile for each sample. The seq2gene function assigns phenotype-associated significance of genomic regions to gene-level scores, where the significance could be p-values of SNPs or point mutations, protein-binding affinity, or transcriptional expression level. The seq2gene function has the feasibility to assign non-exon regions to a range of neighboring genes besides the nearest one, thus facilitating the study of functional non-coding elements[2]. Then the gene2pathway summarizes gene-level measurements to pathway-level scores, comparing the quantity of significance for gene members within a pathway with those outside a pathway. -
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Patterns of DNA methylation on the human X chromosome and use in analyzing X-chromosome inactivation by Allison Marie Cotton B.Sc., The University of Guelph, 2005 A THESIS SUBMITTED IN PARTIAL FULFILLMENT OF THE REQUIREMENTS FOR THE DEGREE OF DOCTOR OF PHILOSOPHY in The Faculty of Graduate Studies (Medical Genetics) THE UNIVERSITY OF BRITISH COLUMBIA (Vancouver) January 2012 © Allison Marie Cotton, 2012 Abstract The process of X-chromosome inactivation achieves dosage compensation between mammalian males and females. In females one X chromosome is transcriptionally silenced through a variety of epigenetic modifications including DNA methylation. Most X-linked genes are subject to X-chromosome inactivation and only expressed from the active X chromosome. On the inactive X chromosome, the CpG island promoters of genes subject to X-chromosome inactivation are methylated in their promoter regions, while genes which escape from X- chromosome inactivation have unmethylated CpG island promoters on both the active and inactive X chromosomes. The first objective of this thesis was to determine if the DNA methylation of CpG island promoters could be used to accurately predict X chromosome inactivation status. The second objective was to use DNA methylation to predict X-chromosome inactivation status in a variety of tissues. A comparison of blood, muscle, kidney and neural tissues revealed tissue-specific X-chromosome inactivation, in which 12% of genes escaped from X-chromosome inactivation in some, but not all, tissues. X-linked DNA methylation analysis of placental tissues predicted four times higher escape from X-chromosome inactivation than in any other tissue. Despite the hypomethylation of repetitive elements on both the X chromosome and the autosomes, no changes were detected in the frequency or intensity of placental Cot-1 holes. -
Chip-Seq Annotation and Visualization How to Add Biological Meaning to Peaks
ChIP-seq Annotation and Visualization How to add biological meaning to peaks M. Defrance, C. Herrmann, D. Puthier, M. Thomas-Chollier, S Le Gras, J van Helden Our data in the context Custom track uploded by the user (here ESR1 peaks in siGATA3 context) public UCSC annotation/data tracks Typical questions - What are the genes associated to the peaks? ChIP-seq peaks - Are some genomic categories over-represented? - Are some functional categories over-represented? - Are the peaks close to the TSS, …? ChIP-seq peaks Annotation Visualisation Enrichment profiles Annotated peaks Genomic & functional Average Profile near TSS Average Profile near TTS Annotation Genomic location Relation to CpG island 0.30 1.0 2500 0.8 chr start end Gene 0.25 chr15 65294195 65295186 0.6 chrX 19635923 19638359 Chst7 Average Profile Average Profile Average 3000 chr8 33993863 33995559 1500 0.4 0.20 chr10 114236977 114239326 Trhde # of regions # of regions 0.2 Distribution of Peak Heights chrX 69515082 69516482 Gabre 500 chr4 49857142 49858913 Grin3a 1000 −3000 −2000 −1000 0 1000 2000 3000 −3000 −2000 −1000 0 1000 2000 3000 0 5 10 15 chr16 7352861 7353410 Rbfox1 0 0 Relative Distance to TSS (bp) Relative Distance to TTS (bp) chr7 64764156 64765421 Gabra5 ChIP Regions (Peaks) over Chromosomes Average Gene Profile chrX 83436881 83438330 Nr0b1 CGI Shore Distant chr10 120288598 120289143 Msrb3 Multiple 1 Promoter Intergenic 2 chr5 67446361 67446855 Limch1 Gene Body 3 0.8 4 5 6 7 0.6 8 9 Average Profile Average 10 0.4 11 12 Chromosome 13 0.2 14 15 −1000 0 1000 2000 3000 4000 16 Upstream (bp), 3000 bp of Meta−gene, Downstream (bp) 17 18 19 Average Concatenated Exon Profile Average Concatenated Intron Profile X Y 0.0e+00 5.0e+07 1.0e+08 1.5e+08 2.0e+08 1.0 Chromosome Size (bp) 1.0 0.8 0.8 0.6 0.6 Average Profile Average Profile Average 0.4 0.4 0.2 0.2 0 20 40 60 80 100 0 20 40 60 80 100 Relative Location (%) Relative Location (%) Distribution of Peak Heights 0 5 10 15 ChIP Regions (Peaks) over Chromosomes 1 2 3 4 5 6 7 8 9 10 11 12 Chromosome W.Huang et al. -
DNA Methylation Profiling of the X Chromosome Reveals an Aberrant
Lleo et al. Clinical Epigenetics (2015) 7:61 DOI 10.1186/s13148-015-0098-9 RESEARCH Open Access DNA methylation profiling of the X chromosome reveals an aberrant demethylation on CXCR3 promoter in primary biliary cirrhosis Ana Lleo1†, Weici Zhang6†, Ming Zhao2†, Yixin Tan2†, Francesca Bernuzzi1, Bochen Zhu2, Qian Liu2, Qiqun Tan2, Federica Malinverno3, Luca Valenti4, Tingting Jiang2, Lina Tan2, Wei Liao2, Ross Coppel5, Pietro Invernizzi1,6†, Qianjin Lu2*†, David H. Adams7, M. Eric Gershwin6*† and the PBC Epigenetic Study Group Abstract Background: Although the etiology of primary biliary cirrhosis (PBC) remains enigmatic, there are several pieces of data supporting the thesis that a strong genetic predisposition and environmental factors interact to produce a selective loss of tolerance. The striking female predominance of PBC has suggested that this sex predisposition may be secondary to epigenetic alterations on the X chromosome. In the present study, we rigorously defined the X chromosome methylation profile of CD4, CD8, and CD14 cells from 30 PBC patients and 30 controls. Genomic DNA from sorted CD4, CD8, and CD14 subpopulations was isolated, sonicated, and immunoprecipitated for analysis of methylation. All products were hybridized to a custom-tiled four-plex array containing 27,728 CpG islands annotated by UCSC and 22,532 well-characterized RefSeq promoter regions. Furthermore, bisulfite sequencing was then used for validation on a subsequent group of independent samples from PBC patients and controls. Thence, expression levels of selected X-linked genes were evaluated by quantitative real-time PCR with cDNA samples from all subjects. Results: We report herein that a total of 20, 15, and 19 distinct gene promoters reflected a significant difference in DNA methylation in CD4+ T, CD8+ T, and CD14+ cells in patients with PBC. -
Transdifferentiation of Human Mesenchymal Stem Cells
Transdifferentiation of Human Mesenchymal Stem Cells Dissertation zur Erlangung des naturwissenschaftlichen Doktorgrades der Julius-Maximilians-Universität Würzburg vorgelegt von Tatjana Schilling aus San Miguel de Tucuman, Argentinien Würzburg, 2007 Eingereicht am: Mitglieder der Promotionskommission: Vorsitzender: Prof. Dr. Martin J. Müller Gutachter: PD Dr. Norbert Schütze Gutachter: Prof. Dr. Georg Krohne Tag des Promotionskolloquiums: Doktorurkunde ausgehändigt am: Hiermit erkläre ich ehrenwörtlich, dass ich die vorliegende Dissertation selbstständig angefertigt und keine anderen als die von mir angegebenen Hilfsmittel und Quellen verwendet habe. Des Weiteren erkläre ich, dass diese Arbeit weder in gleicher noch in ähnlicher Form in einem Prüfungsverfahren vorgelegen hat und ich noch keinen Promotionsversuch unternommen habe. Gerbrunn, 4. Mai 2007 Tatjana Schilling Table of contents i Table of contents 1 Summary ........................................................................................................................ 1 1.1 Summary.................................................................................................................... 1 1.2 Zusammenfassung..................................................................................................... 2 2 Introduction.................................................................................................................... 4 2.1 Osteoporosis and the fatty degeneration of the bone marrow..................................... 4 2.2 Adipose and bone -
Glycosaminoglycan Biosynthesis in Zebrafish
Digital Comprehensive Summaries of Uppsala Dissertations from the Faculty of Medicine 1143 Glycosaminoglycan Biosynthesis in Zebrafish BEATA FILIPEK-GÓRNIOK ACTA UNIVERSITATIS UPSALIENSIS ISSN 1651-6206 ISBN 978-91-554-9368-4 UPPSALA urn:nbn:se:uu:diva-264269 2015 Dissertation presented at Uppsala University to be publicly examined in C8:305, BMC, Husargatan 3, Uppsala, Friday, 27 November 2015 at 13:15 for the degree of Doctor of Philosophy (Faculty of Medicine). The examination will be conducted in English. Faculty examiner: Associate Professor Kay Grobe (Institute for Physiological Chemistry and Pathobiochemistry, University of Münster). Abstract Filipek-Górniok, B. 2015. Glycosaminoglycan Biosynthesis in Zebrafish. Digital Comprehensive Summaries of Uppsala Dissertations from the Faculty of Medicine 1143. 54 pp. Uppsala: Acta Universitatis Upsaliensis. ISBN 978-91-554-9368-4. Proteoglycans (PGs) are composed of highly sulfated glycosaminoglycans chains (GAGs) attached to specific core proteins. They are present in extracellular matrices, on the cell surface and in storage granules of hematopoietic cells. Heparan sulfate (HS) and chondroitin/dermatan sulfate (CS/DS) GAGs play indispensable roles in a wide range of biological processes, where they can serve as protein carriers, be involved in growth factor or morphogen gradient formation and act as co-receptors in signaling processes. Protein binding abilities of GAGs are believed to be predominantly dependent on the arrangement of the sugar modifications, sulfation and epimerization, into specific oligosaccharide sequences. Although the process of HS and CS/DS assembly and modification is not fully understood, a set of GAG biosynthetic enzymes have been fairly well studied and several mutations in genes encoding for this Golgi machinery have been linked to human genetic disorders. -
A Grainyhead-Like 2/Ovo-Like 2 Pathway Regulates Renal Epithelial Barrier Function and Lumen Expansion
BASIC RESEARCH www.jasn.org A Grainyhead-Like 2/Ovo-Like 2 Pathway Regulates Renal Epithelial Barrier Function and Lumen Expansion † ‡ | Annekatrin Aue,* Christian Hinze,* Katharina Walentin,* Janett Ruffert,* Yesim Yurtdas,*§ | Max Werth,* Wei Chen,* Anja Rabien,§ Ergin Kilic,¶ Jörg-Dieter Schulzke,** †‡ Michael Schumann,** and Kai M. Schmidt-Ott* *Max Delbrueck Center for Molecular Medicine, Berlin, Germany; †Experimental and Clinical Research Center, and Departments of ‡Nephrology, §Urology, ¶Pathology, and **Gastroenterology, Charité Medical University, Berlin, Germany; and |Berlin Institute of Urologic Research, Berlin, Germany ABSTRACT Grainyhead transcription factors control epithelial barriers, tissue morphogenesis, and differentiation, but their role in the kidney is poorly understood. Here, we report that nephric duct, ureteric bud, and collecting duct epithelia express high levels of grainyhead-like homolog 2 (Grhl2) and that nephric duct lumen expansion is defective in Grhl2-deficient mice. In collecting duct epithelial cells, Grhl2 inactivation impaired epithelial barrier formation and inhibited lumen expansion. Molecular analyses showed that GRHL2 acts as a transcrip- tional activator and strongly associates with histone H3 lysine 4 trimethylation. Integrating genome-wide GRHL2 binding as well as H3 lysine 4 trimethylation chromatin immunoprecipitation sequencing and gene expression data allowed us to derive a high-confidence GRHL2 target set. GRHL2 transactivated a group of genes including Ovol2, encoding the ovo-like 2 zinc finger transcription factor, as well as E-cadherin, claudin 4 (Cldn4), and the small GTPase Rab25. Ovol2 induction alone was sufficient to bypass the requirement of Grhl2 for E-cadherin, Cldn4,andRab25 expression. Re-expression of either Ovol2 or a combination of Cldn4 and Rab25 was sufficient to rescue lumen expansion and barrier formation in Grhl2-deficient collecting duct cells. -
UCLA Electronic Theses and Dissertations
UCLA UCLA Electronic Theses and Dissertations Title Population Structure and Evidence of Selection in Domestic Dogs and Gray Wolves Based on X Chromosome Single Nucleotide Polymorphisms Permalink https://escholarship.org/uc/item/4d17b0j3 Author Shohfi, Hanna Publication Date 2013 Peer reviewed|Thesis/dissertation eScholarship.org Powered by the California Digital Library University of California UNIVERSITY OF CALIFORNIA Los Angeles Population Structure and Evidence of Selection in Domestic Dogs and Gray Wolves Based on X Chromosome Single Nucleotide Polymorphisms A thesis submitted in partial satisfaction of the requirements for the degree of Master of Science in Biology by Hanna Elisibeth Shohfi 2013 ABSTRACT OF THE THESIS Population Structure and Evidence of Selection in Domestic Dogs and Gray Wolves Based on X Chromosome Single Nucleotide Polymorphisms by Hanna Elisibeth Shohfi Master of Science in Biology University of California, Los Angeles, 2013 Professor Robert K. Wayne, Chair Genomic resources developed for the domestic dog have provided powerful tools for studying canine evolutionary history and dog origins. Although X chromosome data are often excluded from these analyses due to their unique inheritance, comparisons of the X chromosome and the autosomes can illuminate differences in the histories of males and females as well as shed light on the forces of natural selection. Here we use X chromosome single nucleotide polymorphisms (SNPs) to analyze evolutionary relationships among populations of gray wolves worldwide in comparison to domestic dogs, and investigate evidence of selection. The results are concordant with population structure indicated by autosomal data. We additionally conducted a selection scan to identify loci that are putatively under selection. -
Anwendung Der Mikroarray-Technologie Für Eine Globale Charakterisierung Der Spermatogenese Des Menschen Und Seiner Pathologien
Anwendung der Mikroarray-Technologie für eine globale Charakterisierung der Spermatogenese des Menschen und seiner Pathologien Dissertation zur Erlangung des Doktorgrades der Naturwissenschaften im Fachbereich Chemie der Universität Hamburg vorgelegt von CAROLINE FEIG Hamburg 2007 Die vorliegende Arbeit wurde in der Abteilung für Andrologie des Universitätsklinikums Hamburg-Eppendorf durchgeführt. 1. Dissertationsgutachter: Herr Prof. Dr. Ulrich Hahn Abteilung für Biochemie und Molekularbiologie Martin-Luther-King-Platz 6 20146 Hamburg 2. Dissertationsgutachterin: Frau Prof. Dr. Christiane Kirchhoff Abteilung für Andrologie Universitätsklinikum Hamburg-Eppendorf Martinistrasse 52 20246 Hamburg Tag der Disputation: 11. Mai 2007 Inhaltsverzeichnis I Inhaltsverzeichnis ................................................................................................ I Abkürzungsverzeichnis ..................................................................................... V 1 Einleitung ............................................................................................................ 1 1.1 Das Problem der männlichen Infertilität................................................................. 1 1.2 Die Organisation des Hodens.................................................................................. 3 1.3 Die Spermatogenese................................................................................................ 4 1.3.1 Phasen der Spermatogenese ................................................................................... -
Autocrine IFN Signaling Inducing Profibrotic Fibroblast Responses By
Downloaded from http://www.jimmunol.org/ by guest on September 23, 2021 Inducing is online at: average * The Journal of Immunology , 11 of which you can access for free at: 2013; 191:2956-2966; Prepublished online 16 from submission to initial decision 4 weeks from acceptance to publication August 2013; doi: 10.4049/jimmunol.1300376 http://www.jimmunol.org/content/191/6/2956 A Synthetic TLR3 Ligand Mitigates Profibrotic Fibroblast Responses by Autocrine IFN Signaling Feng Fang, Kohtaro Ooka, Xiaoyong Sun, Ruchi Shah, Swati Bhattacharyya, Jun Wei and John Varga J Immunol cites 49 articles Submit online. Every submission reviewed by practicing scientists ? is published twice each month by Receive free email-alerts when new articles cite this article. Sign up at: http://jimmunol.org/alerts http://jimmunol.org/subscription Submit copyright permission requests at: http://www.aai.org/About/Publications/JI/copyright.html http://www.jimmunol.org/content/suppl/2013/08/20/jimmunol.130037 6.DC1 This article http://www.jimmunol.org/content/191/6/2956.full#ref-list-1 Information about subscribing to The JI No Triage! Fast Publication! Rapid Reviews! 30 days* Why • • • Material References Permissions Email Alerts Subscription Supplementary The Journal of Immunology The American Association of Immunologists, Inc., 1451 Rockville Pike, Suite 650, Rockville, MD 20852 Copyright © 2013 by The American Association of Immunologists, Inc. All rights reserved. Print ISSN: 0022-1767 Online ISSN: 1550-6606. This information is current as of September 23, 2021. The Journal of Immunology A Synthetic TLR3 Ligand Mitigates Profibrotic Fibroblast Responses by Inducing Autocrine IFN Signaling Feng Fang,* Kohtaro Ooka,* Xiaoyong Sun,† Ruchi Shah,* Swati Bhattacharyya,* Jun Wei,* and John Varga* Activation of TLR3 by exogenous microbial ligands or endogenous injury-associated ligands leads to production of type I IFN. -
A Network Inference Approach to Understanding Musculoskeletal
A NETWORK INFERENCE APPROACH TO UNDERSTANDING MUSCULOSKELETAL DISORDERS by NIL TURAN A thesis submitted to The University of Birmingham for the degree of Doctor of Philosophy College of Life and Environmental Sciences School of Biosciences The University of Birmingham June 2013 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 Musculoskeletal disorders are among the most important health problem affecting the quality of life and contributing to a high burden on healthcare systems worldwide. Understanding the molecular mechanisms underlying these disorders is crucial for the development of efficient treatments. In this thesis, musculoskeletal disorders including muscle wasting, bone loss and cartilage deformation have been studied using systems biology approaches. Muscle wasting occurring as a systemic effect in COPD patients has been investigated with an integrative network inference approach. This work has lead to a model describing the relationship between muscle molecular and physiological response to training and systemic inflammatory mediators. This model has shown for the first time that oxygen dependent changes in the expression of epigenetic modifiers and not chronic inflammation may be causally linked to muscle dysfunction. -
The Role of Semen and Seminal Plasma in Inducing Large-Scale Genomic Changes in the Female Porcine Peri-Ovulatory Tract M
www.nature.com/scientificreports OPEN The role of semen and seminal plasma in inducing large-scale genomic changes in the female porcine peri-ovulatory tract M. Álvarez-Rodríguez 1,3*, C. A. Martinez1,3, D. Wright2 & H. Rodríguez-Martinez 1 Semen modifes the expression of genes related to immune function along the porcine female internal genital tract. Whether other pathways are induced by the deposition of spermatozoa and/or seminal plasma (SP), is yet undocumented. Here, to determine their relative impact on the uterine and tubal transcriptomes, microarray analyses were performed on the endocervix, endometrium and endosalpinx collected from pre-ovulatory sows 24 h after either mating or artifcial insemination (AI) with specifc ejaculate fractions containing spermatozoa or sperm-free SP. After enrichment analysis, we found an overrepresentation of genes and pathways associated with sperm transport and binding, oxidative stress and cell-to-cell recognition, such as PI3K-Akt, FoxO signaling, glycosaminoglycan biosynthesis and cAMP-related transcripts, among others. Although semen (either after mating or AI) seemed to have the highest impact along the entire genital tract, our results demonstrate that the SP itself also modifes the transcriptome. The detected modifcations of the molecular profles of the pre/peri- ovulatory endometrium and endosalpinx suggest an interplay for the survival, transport and binding of spermatozoa through, for instance the up-regulation of the Estrogen signaling pathway associated with attachment and release from the oviductal reservoir. A successful establishment and maintenance of pregnancy is highly dependent on uterine receptivity1. Such receptivity implies a reciprocal communication between gametes and the uterine or oviductal epithelia is a key factor for fertilization, embryo development and pregnancy success2,3.