Characterization of Transcription Factor Complexes Involved in Globin Gene Regulation
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Analysis of Trans Esnps Infers Regulatory Network Architecture
Analysis of trans eSNPs infers regulatory network architecture Anat Kreimer Submitted in partial fulfillment of the requirements for the degree of Doctor of Philosophy in the Graduate School of Arts and Sciences COLUMBIA UNIVERSITY 2014 © 2014 Anat Kreimer All rights reserved ABSTRACT Analysis of trans eSNPs infers regulatory network architecture Anat Kreimer eSNPs are genetic variants associated with transcript expression levels. The characteristics of such variants highlight their importance and present a unique opportunity for studying gene regulation. eSNPs affect most genes and their cell type specificity can shed light on different processes that are activated in each cell. They can identify functional variants by connecting SNPs that are implicated in disease to a molecular mechanism. Examining eSNPs that are associated with distal genes can provide insights regarding the inference of regulatory networks but also presents challenges due to the high statistical burden of multiple testing. Such association studies allow: simultaneous investigation of many gene expression phenotypes without assuming any prior knowledge and identification of unknown regulators of gene expression while uncovering directionality. This thesis will focus on such distal eSNPs to map regulatory interactions between different loci and expose the architecture of the regulatory network defined by such interactions. We develop novel computational approaches and apply them to genetics-genomics data in human. We go beyond pairwise interactions to define network motifs, including regulatory modules and bi-fan structures, showing them to be prevalent in real data and exposing distinct attributes of such arrangements. We project eSNP associations onto a protein-protein interaction network to expose topological properties of eSNPs and their targets and highlight different modes of distal regulation. -
Additional Methods
Additional Methods Cell Expression Profiles The tissue-dependent gene expression dataset from the Genome Novartis Foundation contains 32 healthy major tissues, and 47 tumour samples and cell lines. The custom- designed whole-genome gene expression microarrays used on each sample targets 44775 human mRNA transcripts. Previous analysis of this dataset identified many chromo- somal regions of correlated transcription that are under the control of both tissue and parental allele-specific expression. The expression levels of TF genes across tissue sam- ples are observed to be lower than non-TF genes. This is coherent with the mechanistic explanation that the effect of a single TF molecule is amplified by transcribing many copies of mRNA from a target gene. Across all samples, the proportion of TFs rel- ative to all expressed genes is remarkably stable at ∼ 6%. In the bootstrap test for highly predictive CRMs, we resampled from this set of TFs to generate the bootstrap replicates. High variance in gene expression profiles are observed between replicates for samples with more heterogeneous composition. Therefore, we treat each replicate as an independent sample in our analysis. When analyzing expression variation in a single sample, we found that a Gaussian distributional assumption for gene expression is more suitable compared to other distributions. Smoothing and Model Fitting Since gene expression response by the target gene varies over different TF expression values in a smooth fashion, a curved function is needed to fit our gene expression data. For additive models, the partial response of the target gene to the expression of each TF is described by a smooth function. -
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. -
Mouse Anti-Human Testicular Receptor 4
Catalog Clonality, clone Reactive Reg. Product Name Quantity Applications Number (isotype) species Status mAb clone H0107B WB, ELISA, 434700 Mouse anti-human TR4 100 µg Hu, Ms, Rt RUO (Ms IgG2a) IP, IHC Mouse Anti-Human Testicular Receptor 4 Description Testicular receptor 4 (TR4, TAK1; NR2C2) is a member of the orphan nuclear receptor family. TR4 was originally cloned from lymphoblastoma Raji cells or mouse brain cDNA library. No ligand has been reported. Northern blot shows TR4 is transcribed as a 9kb mRNA in many tissues and as a 2.8kb mRNA in testis, mainly in spermatocytes. TR4 has two isoforms called TR4α1 and TR4-α2, which differ in 19 amino acids coded by two separate exons. Both products translated from 9kb transcript are ubiquitously expressed. Since TR4 binds to the same elements for the RAR-RXR or TR-RXR heterodimers, TR4 may have an inhibitory affect for retinoic-acid mediated transactivation. Nomenclature NR2C2 Genbank L27586 Origin Produced in BALB/c mouse ascites after inoculation with hybridoma of mouse myeloma cells (NS-1) and spleen cells derived from a BALB/c mouse immunized with Baculovirus-expressed recombinant human TR4 (23-52 aa). Specificity This antibody specifically recognizes human TR4 and cross reacts with mouse and rat TR4. Purification Ammonium sulfate fractionation Formulation Concentration is 1 mg/mL in physiological saline with 0.1% sodium azide as a preservative. Application Recommended Concentration* Western Blot 2 μg/mL Non reducing Western Blot Not tested ELISA 0.1 μg/mL Immunoprecipitation Determine by use Electrophoretic Mobility Shift Assay Not tested Chromatin Immunoprecipitation Not tested Immunohistochemistry 10 μg/mL *In order to obtain the best results, optimal working dilutions should be determined by each individual user. -
Role of Nuclear Receptors in Central Nervous System Development and Associated Diseases
Role of Nuclear Receptors in Central Nervous System Development and Associated Diseases The Harvard community has made this article openly available. Please share how this access benefits you. Your story matters Citation Olivares, Ana Maria, Oscar Andrés Moreno-Ramos, and Neena B. Haider. 2015. “Role of Nuclear Receptors in Central Nervous System Development and Associated Diseases.” Journal of Experimental Neuroscience 9 (Suppl 2): 93-121. doi:10.4137/JEN.S25480. http:// dx.doi.org/10.4137/JEN.S25480. Published Version doi:10.4137/JEN.S25480 Citable link http://nrs.harvard.edu/urn-3:HUL.InstRepos:27320246 Terms of Use This article was downloaded from Harvard University’s DASH repository, and is made available under the terms and conditions applicable to Other Posted Material, as set forth at http:// nrs.harvard.edu/urn-3:HUL.InstRepos:dash.current.terms-of- use#LAA Journal name: Journal of Experimental Neuroscience Journal type: Review Year: 2015 Volume: 9(S2) Role of Nuclear Receptors in Central Nervous System Running head verso: Olivares et al Development and Associated Diseases Running head recto: Nuclear receptors development and associated diseases Supplementary Issue: Molecular and Cellular Mechanisms of Neurodegeneration Ana Maria Olivares1, Oscar Andrés Moreno-Ramos2 and Neena B. Haider1 1Department of Ophthalmology, Schepens Eye Research Institute, Massachusetts Eye and Ear, Harvard Medical School, Boston, MA, USA. 2Departamento de Ciencias Biológicas, Facultad de Ciencias, Universidad de los Andes, Bogotá, Colombia. ABSTRACT: The nuclear hormone receptor (NHR) superfamily is composed of a wide range of receptors involved in a myriad of important biological processes, including development, growth, metabolism, and maintenance. -
Cops5 Safeguards Genomic Stability of Embryonic Stem Cells Through Regulating Cellular Metabolism and DNA Repair
Cops5 safeguards genomic stability of embryonic stem cells through regulating cellular metabolism and DNA repair Peng Lia, Lulu Gaoa, Tongxi Cuia, Weiyu Zhanga, Zixin Zhaoa, and Lingyi Chena,1 aState Key Laboratory of Medicinal Chemical Biology, Collaborative Innovation Center of Tianjin for Medical Epigenetics, Collaborative Innovation Center for Biotherapy, Tianjin Key Laboratory of Protein Sciences, National Demonstration Center for Experimental Biology Education and College of Life Sciences, Nankai University, 300071 Tianjin, China Edited by Janet Rossant, Hospital for Sick Children, University of Toronto, Toronto, Canada, and approved December 24, 2019 (received for review August 29, 2019) The highly conserved COP9 signalosome (CSN), composed of 8 transiently expressed in about 5% of ESCs at a given time, subunits (Cops1 to Cops8), has been implicated in pluripotency promotes rapid telomere elongation by telomere recombination maintenance of human embryonic stem cells (ESCs). Yet, the mech- and regulates genomic stability (11). Induced by genotoxic stress, anism for the CSN to regulate pluripotency remains elusive. We Filia stimulates the PARP1 activity and relocates from centro- previously showed that Cops2, independent of the CSN, is essential somes to DNA damage sites and mitochondria to regulate DDR for the pluripotency maintenance of mouse ESCs. In this study, we and apoptosis (12). Sall4, a pluripotency transcription factor, set out to investigate how Cops5 and Cops8 regulate ESC differ- facilitates the ataxia telangiectasia-mutated activation in re- entiation and tried to establish Cops5 and Cops8 knockout (KO) sponse to DSBs (13). To minimize the ROS-induced genomic ESC lines by CRISPR/Cas9. To our surprise, no Cops5 KO ESC clones DNA damage, ESCs produce lower levels of mitochondrial ROS were identified out of 127 clones, while three Cops8 KO ESC lines and express higher levels of antioxidants than differentiated cells were established out of 70 clones. -
Sex Determination: a 'Window' of DAX1 Activity
Review TRENDS in Endocrinology and Metabolism Vol.15 No.3 April 2004 Sex determination: a ‘window’ of DAX1 activity Louisa M. Ludbrook and Vincent R. Harley Prince Henry’s Institute of Medical Research, PO Box 5152, Clayton, VIC 3168, Australia Traditionally, DAX1 was considered an ‘anti-testis’ gene that are probably important for male sex determination because DAX1 duplications in XY individuals cause have yet to be identified, because some 75% of sex reversal male-to-female sex reversal: dosage-sensitive sex rever- cases remain unexplained genetically [15]. Some progress sal (DSS). In DSS, two active DAX1 genes on one has been made in deciphering the roles and complex X chromosome can abrogate testis formation. By con- relationships of the known sex-determining genes during trast, mutations and deletions of DAX1 cause adrenal gonadogenesis. Here, we describe the emerging role of hypoplasia congenita (AHC). Although AHC patients DAX1 in male testis formation and discuss the possible develop testes, gonadal defects include disorganized molecular mechanisms through which DAX1 regulates testis cords and hypogonadotropic hypogonadism, this pathway. which is not completely restored with gonadotropin or androgen therapy. Recent evidence of XY sex reversal Expression of DAX1 in Dax1-deficient mice strongly supports a role for Dax1 DAX1 RNA expression is restricted to certain tissue types as a ‘pro-testis’ gene. Therefore, perhaps DAX1/Dax1 and is largely coexpressed with SF1, also crucial for both acts within a ‘window’ of activity, outside of which tes- adrenal and gonadal development [16–18]. Based on in tis formation does not occur. Here, we discuss the func- situ hybridization analyses, Sf1 and Dax1 are expressed in tion and possible mechanisms of DAX1 action in male both developing and adult adrenal, gonadal, hypothalamic gonadogenesis. -
Recent Advances in Understanding Corticotroph Pituitary Tumor Initiation and Progression [Version 1; Peer Review: 2 Approved] Ulrich Renner , Denis Ciato , Günter K
F1000Research 2018, 7(F1000 Faculty Rev):1354 Last updated: 17 JUL 2019 REVIEW Recent advances in understanding corticotroph pituitary tumor initiation and progression [version 1; peer review: 2 approved] Ulrich Renner , Denis Ciato , Günter K. Stalla Max Planck Institute of Psychiatry, Clinical Neuroendocrinology Group, Munich, Germany First published: 29 Aug 2018, 7(F1000 Faculty Rev):1354 ( Open Peer Review v1 https://doi.org/10.12688/f1000research.14789.1) Latest published: 29 Aug 2018, 7(F1000 Faculty Rev):1354 ( https://doi.org/10.12688/f1000research.14789.1) Reviewer Status Abstract Invited Reviewers Cushing’s disease is the most frequent form of hypercortisolism and is 1 2 caused by hypophyseal corticotroph adenomas secreting excessive amounts of adrenocorticotropic hormone. Most of the tumors develop version 1 sporadically and only a limited number of corticotroph adenomas have published been found to be associated with different neuroendocrine syndromes or 29 Aug 2018 with familial isolated pituitary adenomas. The pathogenic mechanisms of corticotroph adenomas are largely unknown, but the discovered aberrant chaperoning activity of heat shock protein 90 on the one hand and the F1000 Faculty Reviews are written by members of presence of ubiquitin-specific protease 8 mutations on the other hand the prestigious F1000 Faculty. They are partially explained the causes of their development. Corticotroph tumors commissioned and are peer reviewed before arise initially as benign microadenomas but with time form invasively publication to ensure that the final, published version growing aggressive macroadenomas which can switch to corticotroph carcinomas in extremely rare cases. The mechanisms through which is comprehensive and accessible. The reviewers corticotroph tumors escape from glucocorticoid negative feedback are still who approved the final version are listed with their poorly understood, as are the processes that trigger the progression of names and affiliations. -
Alternative Splicing in the Nuclear Receptor Superfamily Expands Gene Function to Refine Endo-Xenobiotic Metabolism S
Supplemental material to this article can be found at: http://dmd.aspetjournals.org/content/suppl/2020/01/24/dmd.119.089102.DC1 1521-009X/48/4/272–287$35.00 https://doi.org/10.1124/dmd.119.089102 DRUG METABOLISM AND DISPOSITION Drug Metab Dispos 48:272–287, April 2020 Copyright ª 2020 by The American Society for Pharmacology and Experimental Therapeutics Minireview Alternative Splicing in the Nuclear Receptor Superfamily Expands Gene Function to Refine Endo-Xenobiotic Metabolism s Andrew J. Annalora, Craig B. Marcus, and Patrick L. Iversen Department of Environmental and Molecular Toxicology, Oregon State University, Corvallis, Oregon (A.J.A., C.B.M., P.L.I.) and United States Army Research Institute for Infectious Disease, Frederick, Maryland (P.L.I.) Received August 16, 2019; accepted December 31, 2019 ABSTRACT Downloaded from The human genome encodes 48 nuclear receptor (NR) genes, whose Exon inclusion options are differentially distributed across NR translated products transform chemical signals from endo- subfamilies, suggesting group-specific conservation of resilient func- xenobiotics into pleotropic RNA transcriptional profiles that refine tionalities. A deeper understanding of this transcriptional plasticity drug metabolism. This review describes the remarkable diversifica- expands our understanding of how chemical signals are refined and tion of the 48 human NR genes, which are potentially processed into mediated by NR genes. This expanded view of the NR transcriptome over 1000 distinct mRNA transcripts by alternative splicing (AS). The informs new models of chemical toxicity, disease diagnostics, and dmd.aspetjournals.org average human NR expresses ∼21 transcripts per gene and is precision-based approaches to personalized medicine. -
Steroid Receptor Coactivator-1-Deficient Mice Exhibit Altered Hypothalamic-Pituitary-Adrenal Axis Function
0013-7227/06/$15.00/0 Endocrinology 147(3):1322–1332 Printed in U.S.A. Copyright © 2006 by The Endocrine Society doi: 10.1210/en.2005-0751 Steroid Receptor Coactivator-1-Deficient Mice Exhibit Altered Hypothalamic-Pituitary-Adrenal Axis Function Jonathon N. Winnay, Jianming Xu, Bert W. O’Malley, and Gary D. Hammer Departments of Molecular and Integrative Physiology (H.N.W., G.D.H.) and Internal Medicine (G.D.H.), Division of Metabolism, Endocrinology, and Diabetes, University of Michigan Medical School, Ann Arbor, Michigan 48109-0678; and Department of Molecular and Cellular Biology, Baylor College of Medicine (J.X., B.W.O.), Houston, Texas 77030 Downloaded from https://academic.oup.com/endo/article/147/3/1322/2501069 by guest on 28 September 2021 Steroidogenic factor-1 (SF-1), has emerged as a critical nu- as well as a concomitant defect in glucocorticoid-mediated clear receptor regulating development and differentiation at feedback inhibition of the HPA axis. An examination of po- several levels of the hypothalamic-pituitary-steroidogenic tential compensatory mechanism(s) revealed an increase in axis. Although many coregulatory factors have been shown to adrenal weight, selective elevation of melanocortin 2 receptor physically and functionally interact with SF-1, the relative mRNA, and a coincident increase in SRC-2 and SRC-3 expres- importance of these interactions in SF-1 target tissues has not sion in SRC-1؊/؊ adrenals. A reduction in blood glucose was been thoroughly established. In this study we assessed roles observed in SRC-1؊/؊ mice after chronic stress, consistent of steroid receptor coactivator-1 (SRC-1) in hypothalamic-pi- with a generalized state of glucocorticoid resistance. -
Regulatory Mechanisms Underlying Sepsis Progression in Patients with Tumor Necrosis Factor‑Α Genetic Variations
EXPERIMENTAL AND THERAPEUTIC MEDICINE 12: 323-328, 2016 Regulatory mechanisms underlying sepsis progression in patients with tumor necrosis factor‑α genetic variations * * YANGZHOU LIU , NING HAN , QINCHUAN LI and ZENGCHUN LI Emergency Trauma Department, Shanghai East Hospital, Shanghai 200120, P.R. China Received November 4, 2014; Accepted November 18, 2015 DOI: 10.3892/etm.2016.3308 Abstract. The present study aimed to investigate the regula- and ubiquitination of the FUS protein. Furthermore, COPS2 tory mechanisms underlying sepsis progression in patients with and CUL3 may be novel targets of miR-15. tumor necrosis factor (TNF)-α genetic variations. The GSE5760 expression profile data, which was downloaded from the Gene Introduction Expression Omnibus database, contained 30 wild-type (WT) and 28 mutation (MUT) samples. Differentially expressed Multiple trauma, which is commonly associated with severe inju- genes (DEGs) between the two types of samples were identified ries and multiple organ failure, may lead to various complications, using the Student's t-test, and the corresponding microRNAs including sepsis and septic shock, which are major healthcare (miRNAs) were screened using WebGestalt software. An problems worldwide (1-3). There are 400,000-500,000 cases of integrated miRNA-DEG network was constructed using the sepsis in the United States annually (4). Antimicrobial therapy Cytoscape software, based on the interactions between the may be applied for the management of sepsis; however, the DEGs, as identified using the Search Tool for the Retrieval mortality rate associated with sepsis has increased, and was of Interacting Genes/Proteins database, and the correlation reported to be as high as 40% in 2003 (5). -
COPS2 Antibody Cat
COPS2 Antibody Cat. No.: 28-027 COPS2 Antibody Antibody used in WB on Human, Mouse at 1:200. Specifications HOST SPECIES: Rabbit SPECIES REACTIVITY: Dog, Drosophila, Human, Mouse, Rat, Zebrafish Antibody produced in rabbits immunized with a synthetic peptide corresponding a region IMMUNOGEN: of human COPS2. TESTED APPLICATIONS: ELISA, WB COPS2 antibody can be used for detection of COPS2 by ELISA at 1:312500. COPS2 APPLICATIONS: antibody can be used for detection of COPS2 by western blot at 1.25 μg/mL, and HRP conjugated secondary antibody should be diluted 1:50,000 - 100,000. POSITIVE CONTROL: 1) Cat. No. XBL-10409 - Fetal Liver Tissue Lysate PREDICTED MOLECULAR 52 kDa WEIGHT: September 27, 2021 1 https://www.prosci-inc.com/cops2-antibody-28-027.html Properties PURIFICATION: Antibody is purified by protein A chromatography method. CLONALITY: Polyclonal CONJUGATE: Unconjugated PHYSICAL STATE: Liquid Purified antibody supplied in 1x PBS buffer with 0.09% (w/v) sodium azide and 2% BUFFER: sucrose. CONCENTRATION: batch dependent For short periods of storage (days) store at 4˚C. For longer periods of storage, store STORAGE CONDITIONS: COPS2 antibody at -20˚C. As with any antibody avoid repeat freeze-thaw cycles. Additional Info OFFICIAL SYMBOL: COPS2 ALTERNATE NAMES: COPS2, CSN2, SGN2, ALIEN, TRIP15 ACCESSION NO.: NP_004227 PROTEIN GI NO.: 4759264 GENE ID: 9318 USER NOTE: Optimal dilutions for each application to be determined by the researcher. Background and References COPS2 is an essential component of the COP9 signalosome complex (CSN), a complex involved in various cellular and developmental processes. The CSN complex is an essential regulator of the ubiquitin (Ubl) conjugation pathway by mediating the BACKGROUND: deneddylation of the cullin subunits of SCF-type E3 ligase complexes.