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DE-Kupl: Exhaustive Capture of Biological Variation in RNA-Seq Data Through K-Mer Decomposition
Audoux et al. Genome Biology (2017) 18:243 DOI 10.1186/s13059-017-1372-2 METHOD Open Access DE-kupl: exhaustive capture of biological variation in RNA-seq data through k-mer decomposition Jérôme Audoux1, Nicolas Philippe2,3, Rayan Chikhi4, Mikaël Salson4, Mélina Gallopin5, Marc Gabriel5,6, Jérémy Le Coz5,EmilieDrouineau5, Thérèse Commes1,2 and Daniel Gautheret5,6* Abstract We introduce a k-mer-based computational protocol, DE-kupl, for capturing local RNA variation in a set of RNA-seq libraries, independently of a reference genome or transcriptome. DE-kupl extracts all k-mers with differential abundance directly from the raw data files. This enables the retrieval of virtually all variation present in an RNA-seq data set. This variation is subsequently assigned to biological events or entities such as differential long non-coding RNAs, splice and polyadenylation variants, introns, repeats, editing or mutation events, and exogenous RNA. Applying DE-kupl to human RNA-seq data sets identified multiple types of novel events, reproducibly across independent RNA-seq experiments. Background diversity is genomic variation. Polymorphism and struc- Successive generations of RNA-sequencing technologies tural variations within transcribed regions produce RNAs have bolstered the notion that organisms produce a highly with single-nucleotide variations (SNVs), tandem dupli- diverse and adaptable set of RNA molecules. Modern cations or deletions, transposon integrations, unstable transcript catalogs, such as GENCODE [1], now include microsatellites, or fusion events. These events are major hundreds of thousands of transcripts, reflecting pervasive sources of transcript variation that can strongly impact transcription and widespread alternative RNA processing. RNA processing, transport, and coding potential. -
Transcriptional Mechanisms of Resistance to Anti-PD-1 Therapy
Author Manuscript Published OnlineFirst on February 13, 2017; DOI: 10.1158/1078-0432.CCR-17-0270 Author manuscripts have been peer reviewed and accepted for publication but have not yet been edited. Transcriptional mechanisms of resistance to anti-PD-1 therapy Maria L. Ascierto1, Alvin Makohon-Moore2, 11, Evan J. Lipson1, Janis M. Taube3,4, Tracee L. McMiller5, Alan E. Berger6, Jinshui Fan6, Genevieve J. Kaunitz3, Tricia R. Cottrell4, Zachary A. Kohutek7, Alexander Favorov8,10, Vladimir Makarov7,11, Nadeem Riaz7,11, Timothy A. Chan7,11, Leslie Cope8, Ralph H. Hruban4,9, Drew M. Pardoll1, Barry S. Taylor11,12,13, David B. Solit13, Christine A Iacobuzio-Donahue2,11, and Suzanne L. Topalian5 From the 1Departments of Oncology, 3Dermatology, 4Pathology, 5Surgery, 6The Lowe Family Genomics Core, 8Oncology Bioinformatics Core, and the 9 Sol Goldman Pancreatic Cancer Research Center, Johns Hopkins University School of Medicine and Sidney Kimmel Comprehensive Cancer Center, Baltimore, MD 21287; the 10Laboratory of System Biology and Computational Genetics, Vavilov Institute of General Genetics, Russian Academy of Sciences, 119991, Moscow, Russia; and 2Pathology, 7Radiation Oncology, 11Human Oncology and Pathogenesis Program, 12Department of Epidemiology and Biostatistics, and the 13Center for Molecular Oncology, Memorial Sloan Kettering Cancer Center, New York NY 10065. MLA, AM-M, EJL, and JMT contributed equally to this work Running title: Transcriptional mechanisms of resistance to anti-PD-1 Key Words: melanoma, cancer genetics, immunotherapy, anti-PD-1 Financial Support: This study was supported by the Melanoma Research Alliance (to SLT and CI-D), the Bloomberg~Kimmel Institute for Cancer Immunotherapy (to JMT, DMP, and SLT), the Barney Family Foundation (to SLT), Moving for Melanoma of Delaware (to SLT), the 1 Downloaded from clincancerres.aacrjournals.org on October 2, 2021. -
Human Recombinant Protein – TP305600
OriGene Technologies, Inc. 9620 Medical Center Drive, Ste 200 Rockville, MD 20850, US Phone: +1-888-267-4436 [email protected] EU: [email protected] CN: [email protected] Product datasheet for TP305600 ZNF165 (NM_003447) Human Recombinant Protein Product data: Product Type: Recombinant Proteins Description: Recombinant protein of human zinc finger protein 165 (ZNF165) Species: Human Expression Host: HEK293T Tag: C-Myc/DDK Predicted MW: 55.6 kDa Concentration: >50 ug/mL as determined by microplate BCA method Purity: > 80% as determined by SDS-PAGE and Coomassie blue staining Buffer: 25 mM Tris.HCl, pH 7.3, 100 mM glycine, 10% glycerol Preparation: Recombinant protein was captured through anti-DDK affinity column followed by conventional chromatography steps. Storage: Store at -80°C. Stability: Stable for 12 months from the date of receipt of the product under proper storage and handling conditions. Avoid repeated freeze-thaw cycles. RefSeq: NP_003438 Locus ID: 7718 UniProt ID: P49910, Q53Z40 RefSeq Size: 2411 Cytogenetics: 6p22.1 RefSeq ORF: 1455 Synonyms: CT53; LD65; ZSCAN7 Summary: This gene encodes a member of the Kruppel family of zinc finger proteins. Members of this DNA-binding protein family act as transcriptional regulators. This gene is located within a cluster of zinc finger family members. The encoded protein may play a role in spermatogenesis. [provided by RefSeq, Jul 2008] Protein Families: Stem cell - Pluripotency, Transcription Factors This product is to be used for laboratory only. Not for diagnostic or therapeutic use. View online » ©2021 OriGene Technologies, Inc., 9620 Medical Center Drive, Ste 200, Rockville, MD 20850, US 1 / 2 ZNF165 (NM_003447) Human Recombinant Protein – TP305600 Product images: Coomassie blue staining of purified ZNF165 protein (Cat# TP305600). -
MUC4/MUC16/Muc20high Signature As a Marker of Poor Prognostic for Pancreatic, Colon and Stomach Cancers
Jonckheere and Van Seuningen J Transl Med (2018) 16:259 https://doi.org/10.1186/s12967-018-1632-2 Journal of Translational Medicine RESEARCH Open Access Integrative analysis of the cancer genome atlas and cancer cell lines encyclopedia large‑scale genomic databases: MUC4/MUC16/ MUC20 signature is associated with poor survival in human carcinomas Nicolas Jonckheere* and Isabelle Van Seuningen* Abstract Background: MUC4 is a membrane-bound mucin that promotes carcinogenetic progression and is often proposed as a promising biomarker for various carcinomas. In this manuscript, we analyzed large scale genomic datasets in order to evaluate MUC4 expression, identify genes that are correlated with MUC4 and propose new signatures as a prognostic marker of epithelial cancers. Methods: Using cBioportal or SurvExpress tools, we studied MUC4 expression in large-scale genomic public datasets of human cancer (the cancer genome atlas, TCGA) and cancer cell line encyclopedia (CCLE). Results: We identifed 187 co-expressed genes for which the expression is correlated with MUC4 expression. Gene ontology analysis showed they are notably involved in cell adhesion, cell–cell junctions, glycosylation and cell signal- ing. In addition, we showed that MUC4 expression is correlated with MUC16 and MUC20, two other membrane-bound mucins. We showed that MUC4 expression is associated with a poorer overall survival in TCGA cancers with diferent localizations including pancreatic cancer, bladder cancer, colon cancer, lung adenocarcinoma, lung squamous adeno- carcinoma, skin cancer and stomach cancer. We showed that the combination of MUC4, MUC16 and MUC20 signature is associated with statistically signifcant reduced overall survival and increased hazard ratio in pancreatic, colon and stomach cancer. -
Applications of Xâ
Downloaded from genesdev.cshlp.org on June 30, 2009 - Published by Cold Spring Harbor Laboratory Press ‘IN n e-fr £ Development Targeted mutagenesis by homologous recombination in D. melanogaster Yikang S. Rong, Simon W. Titen, Heng B. Xie, et al. G e n e s D e v . 2002 16: 1568-1581 Access the most recent version at doi:10.1101/gad.986602 References This article cites 43 articles, 24 of which can be accessed free at: http://genesdev.cshlp.org/content/16/12/1568.fuN.html#ref-Nst-1 Article cited in: http://genesdev.cshlp.org/content/16/12/1568.full.html#related-urls Email alerting Receive free email alerts when new articles cite this article - sign up in the box at the service top right corner of the article or click here To subscribe to Genes & Development go to: http://genesdev.cshlp.org/subscriptions Cold Spring Harbor Laboratory Press Downloaded from genesdev.cshlp.org on June 30, 2009 - Published by Cold Spring Harbor Laboratory Press m utagenesis by recom bination in D . m elanogaster Yikang S. Rong,1,2,4 Simon W. Titen,1,2 Heng B. Xie,1,2 Mary M. Golic,1,2 Michael Bastiani,1 Pradip Bandyopadhyay,1 Baldomero M. Olivera,1 Michael Brodsky,3,5 Gerald M. Rubin,3 and Kent G. Golic1,2,6 departm ent of Biology, University of Utah, Salt Lake City, Utah 84112, USA; 2Stowers Institute for Medical Research, Kansas City, Missouri 64110, USA; 3Howard Hughes Medical Institute, Department of Molecular and Cell Biology, University of California, Berkeley, California 94720, USA Wc used a recently developed method to produce mutant alleles of five endogenous D r o s o p h ila genes, including the homolog of the p 5 3 tumor suppressor. -
Cellular and Molecular Signatures in the Disease Tissue of Early
Cellular and Molecular Signatures in the Disease Tissue of Early Rheumatoid Arthritis Stratify Clinical Response to csDMARD-Therapy and Predict Radiographic Progression Frances Humby1,* Myles Lewis1,* Nandhini Ramamoorthi2, Jason Hackney3, Michael Barnes1, Michele Bombardieri1, Francesca Setiadi2, Stephen Kelly1, Fabiola Bene1, Maria di Cicco1, Sudeh Riahi1, Vidalba Rocher-Ros1, Nora Ng1, Ilias Lazorou1, Rebecca E. Hands1, Desiree van der Heijde4, Robert Landewé5, Annette van der Helm-van Mil4, Alberto Cauli6, Iain B. McInnes7, Christopher D. Buckley8, Ernest Choy9, Peter Taylor10, Michael J. Townsend2 & Costantino Pitzalis1 1Centre for Experimental Medicine and Rheumatology, William Harvey Research Institute, Barts and The London School of Medicine and Dentistry, Queen Mary University of London, Charterhouse Square, London EC1M 6BQ, UK. Departments of 2Biomarker Discovery OMNI, 3Bioinformatics and Computational Biology, Genentech Research and Early Development, South San Francisco, California 94080 USA 4Department of Rheumatology, Leiden University Medical Center, The Netherlands 5Department of Clinical Immunology & Rheumatology, Amsterdam Rheumatology & Immunology Center, Amsterdam, The Netherlands 6Rheumatology Unit, Department of Medical Sciences, Policlinico of the University of Cagliari, Cagliari, Italy 7Institute of Infection, Immunity and Inflammation, University of Glasgow, Glasgow G12 8TA, UK 8Rheumatology Research Group, Institute of Inflammation and Ageing (IIA), University of Birmingham, Birmingham B15 2WB, UK 9Institute of -
Table SI. Genes Upregulated ≥ 2-Fold by MIH 2.4Bl Treatment Affymetrix ID
Table SI. Genes upregulated 2-fold by MIH 2.4Bl treatment Fold UniGene ID Description Affymetrix ID Entrez Gene Change 1558048_x_at 28.84 Hs.551290 231597_x_at 17.02 Hs.720692 238825_at 10.19 93953 Hs.135167 acidic repeat containing (ACRC) 203821_at 9.82 1839 Hs.799 heparin binding EGF like growth factor (HBEGF) 1559509_at 9.41 Hs.656636 202957_at 9.06 3059 Hs.14601 hematopoietic cell-specific Lyn substrate 1 (HCLS1) 202388_at 8.11 5997 Hs.78944 regulator of G-protein signaling 2 (RGS2) 213649_at 7.9 6432 Hs.309090 serine and arginine rich splicing factor 7 (SRSF7) 228262_at 7.83 256714 Hs.127951 MAP7 domain containing 2 (MAP7D2) 38037_at 7.75 1839 Hs.799 heparin binding EGF like growth factor (HBEGF) 224549_x_at 7.6 202672_s_at 7.53 467 Hs.460 activating transcription factor 3 (ATF3) 243581_at 6.94 Hs.659284 239203_at 6.9 286006 Hs.396189 leucine rich single-pass membrane protein 1 (LSMEM1) 210800_at 6.7 1678 translocase of inner mitochondrial membrane 8 homolog A (yeast) (TIMM8A) 238956_at 6.48 1943 Hs.741510 ephrin A2 (EFNA2) 242918_at 6.22 4678 Hs.319334 nuclear autoantigenic sperm protein (NASP) 224254_x_at 6.06 243509_at 6 236832_at 5.89 221442 Hs.374076 adenylate cyclase 10, soluble pseudogene 1 (ADCY10P1) 234562_x_at 5.89 Hs.675414 214093_s_at 5.88 8880 Hs.567380; far upstream element binding protein 1 (FUBP1) Hs.707742 223774_at 5.59 677825 Hs.632377 small nucleolar RNA, H/ACA box 44 (SNORA44) 234723_x_at 5.48 Hs.677287 226419_s_at 5.41 6426 Hs.710026; serine and arginine rich splicing factor 1 (SRSF1) Hs.744140 228967_at 5.37 -
Association of Gene Ontology Categories with Decay Rate for Hepg2 Experiments These Tables Show Details for All Gene Ontology Categories
Supplementary Table 1: Association of Gene Ontology Categories with Decay Rate for HepG2 Experiments These tables show details for all Gene Ontology categories. Inferences for manual classification scheme shown at the bottom. Those categories used in Figure 1A are highlighted in bold. Standard Deviations are shown in parentheses. P-values less than 1E-20 are indicated with a "0". Rate r (hour^-1) Half-life < 2hr. Decay % GO Number Category Name Probe Sets Group Non-Group Distribution p-value In-Group Non-Group Representation p-value GO:0006350 transcription 1523 0.221 (0.009) 0.127 (0.002) FASTER 0 13.1 (0.4) 4.5 (0.1) OVER 0 GO:0006351 transcription, DNA-dependent 1498 0.220 (0.009) 0.127 (0.002) FASTER 0 13.0 (0.4) 4.5 (0.1) OVER 0 GO:0006355 regulation of transcription, DNA-dependent 1163 0.230 (0.011) 0.128 (0.002) FASTER 5.00E-21 14.2 (0.5) 4.6 (0.1) OVER 0 GO:0006366 transcription from Pol II promoter 845 0.225 (0.012) 0.130 (0.002) FASTER 1.88E-14 13.0 (0.5) 4.8 (0.1) OVER 0 GO:0006139 nucleobase, nucleoside, nucleotide and nucleic acid metabolism3004 0.173 (0.006) 0.127 (0.002) FASTER 1.28E-12 8.4 (0.2) 4.5 (0.1) OVER 0 GO:0006357 regulation of transcription from Pol II promoter 487 0.231 (0.016) 0.132 (0.002) FASTER 6.05E-10 13.5 (0.6) 4.9 (0.1) OVER 0 GO:0008283 cell proliferation 625 0.189 (0.014) 0.132 (0.002) FASTER 1.95E-05 10.1 (0.6) 5.0 (0.1) OVER 1.50E-20 GO:0006513 monoubiquitination 36 0.305 (0.049) 0.134 (0.002) FASTER 2.69E-04 25.4 (4.4) 5.1 (0.1) OVER 2.04E-06 GO:0007050 cell cycle arrest 57 0.311 (0.054) 0.133 (0.002) -
Xenopus Transgenic Nomenclature Guidelines
This document was last updated: October 23rd, 2014. Executive Summary: Xenopus Transgenic Nomenclature Guidelines These guidelines cover the naming of transgenic constructs developed and used in Xenopus research, and the naming of mutant and transgenic Xenopus lines . ● Only those transgenic (Tg) constructs that are supplied to other researchers, or are maintained by a lab or at a stock center, require standardized names following these guidelines. ● Xenbase will record and curate transgenes using these rules. ● Transgenic construct names are italicized following this basic formulae: Tg(enhancer or promoter:ORF/gene) ● Multiple cassette on the same plasmid are separated by a comma within the parenthesis. Tg(enhancer or promoter:ORF/gene, enhancer or promoter:ORF/gene) cassette 1 cassette 2 ● Transgenic Xenopus lines are named based on their unique combination of Tg constructs (in standard text) and indicate Xenopus species and the lab of origin: Xl.Tg(enhancer or promoter:ORF/gene, enhancer or promoter:ORF/gene)#ILAR lab code species cassette 1 cassette 2 lab code ● Xenopus research labs that generate Tg animals are identified using lab codes registered with the ILAR which maintains a searchable database for model organism laboratories. Section 1. Provides an overview for Naming Tg Constructs Section 2. Outlines specific rules for Naming Tg Constructs Section 3. Provides an overview for Naming Tg Xenopus lines and Xenopus lines with mutant alleles. Section 4. Provides guidelines for naming enhancer and gene trap constructs, and lines using these constructs. Section 5. Outlines rules for naming transposon-induced mutations and inserts. Section 6. Discusses disambiguation of wild type Xenopus strains versus transgenic and mutant Xenopus lines. -
Supplementary Table S4. FGA Co-Expressed Gene List in LUAD
Supplementary Table S4. FGA co-expressed gene list in LUAD tumors Symbol R Locus Description FGG 0.919 4q28 fibrinogen gamma chain FGL1 0.635 8p22 fibrinogen-like 1 SLC7A2 0.536 8p22 solute carrier family 7 (cationic amino acid transporter, y+ system), member 2 DUSP4 0.521 8p12-p11 dual specificity phosphatase 4 HAL 0.51 12q22-q24.1histidine ammonia-lyase PDE4D 0.499 5q12 phosphodiesterase 4D, cAMP-specific FURIN 0.497 15q26.1 furin (paired basic amino acid cleaving enzyme) CPS1 0.49 2q35 carbamoyl-phosphate synthase 1, mitochondrial TESC 0.478 12q24.22 tescalcin INHA 0.465 2q35 inhibin, alpha S100P 0.461 4p16 S100 calcium binding protein P VPS37A 0.447 8p22 vacuolar protein sorting 37 homolog A (S. cerevisiae) SLC16A14 0.447 2q36.3 solute carrier family 16, member 14 PPARGC1A 0.443 4p15.1 peroxisome proliferator-activated receptor gamma, coactivator 1 alpha SIK1 0.435 21q22.3 salt-inducible kinase 1 IRS2 0.434 13q34 insulin receptor substrate 2 RND1 0.433 12q12 Rho family GTPase 1 HGD 0.433 3q13.33 homogentisate 1,2-dioxygenase PTP4A1 0.432 6q12 protein tyrosine phosphatase type IVA, member 1 C8orf4 0.428 8p11.2 chromosome 8 open reading frame 4 DDC 0.427 7p12.2 dopa decarboxylase (aromatic L-amino acid decarboxylase) TACC2 0.427 10q26 transforming, acidic coiled-coil containing protein 2 MUC13 0.422 3q21.2 mucin 13, cell surface associated C5 0.412 9q33-q34 complement component 5 NR4A2 0.412 2q22-q23 nuclear receptor subfamily 4, group A, member 2 EYS 0.411 6q12 eyes shut homolog (Drosophila) GPX2 0.406 14q24.1 glutathione peroxidase -
Analysis of the Indacaterol-Regulated Transcriptome in Human Airway
Supplemental material to this article can be found at: http://jpet.aspetjournals.org/content/suppl/2018/04/13/jpet.118.249292.DC1 1521-0103/366/1/220–236$35.00 https://doi.org/10.1124/jpet.118.249292 THE JOURNAL OF PHARMACOLOGY AND EXPERIMENTAL THERAPEUTICS J Pharmacol Exp Ther 366:220–236, July 2018 Copyright ª 2018 by The American Society for Pharmacology and Experimental Therapeutics Analysis of the Indacaterol-Regulated Transcriptome in Human Airway Epithelial Cells Implicates Gene Expression Changes in the s Adverse and Therapeutic Effects of b2-Adrenoceptor Agonists Dong Yan, Omar Hamed, Taruna Joshi,1 Mahmoud M. Mostafa, Kyla C. Jamieson, Radhika Joshi, Robert Newton, and Mark A. Giembycz Departments of Physiology and Pharmacology (D.Y., O.H., T.J., K.C.J., R.J., M.A.G.) and Cell Biology and Anatomy (M.M.M., R.N.), Snyder Institute for Chronic Diseases, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada Received March 22, 2018; accepted April 11, 2018 Downloaded from ABSTRACT The contribution of gene expression changes to the adverse and activity, and positive regulation of neutrophil chemotaxis. The therapeutic effects of b2-adrenoceptor agonists in asthma was general enriched GO term extracellular space was also associ- investigated using human airway epithelial cells as a therapeu- ated with indacaterol-induced genes, and many of those, in- tically relevant target. Operational model-fitting established that cluding CRISPLD2, DMBT1, GAS1, and SOCS3, have putative jpet.aspetjournals.org the long-acting b2-adrenoceptor agonists (LABA) indacaterol, anti-inflammatory, antibacterial, and/or antiviral activity. Numer- salmeterol, formoterol, and picumeterol were full agonists on ous indacaterol-regulated genes were also induced or repressed BEAS-2B cells transfected with a cAMP-response element in BEAS-2B cells and human primary bronchial epithelial cells by reporter but differed in efficacy (indacaterol $ formoterol . -
Sciellin Antibody / SCEL (F54353)
Sciellin Antibody / SCEL (F54353) Catalog No. Formulation Size F54353-0.4ML In 1X PBS, pH 7.4, with 0.09% sodium azide 0.4 ml F54353-0.08ML In 1X PBS, pH 7.4, with 0.09% sodium azide 0.08 ml Bulk quote request Availability 1-3 business days Species Reactivity Human Format Purified Clonality Polyclonal (rabbit origin) Isotype Rabbit Ig Purity Antigen affinity purified UniProt O95171 Localization Cytoplasmic, plasma membrane Applications Immunohistochemistry (FFPE) : 1:25 Western blot : 1:500-1:2000 Flow cytometry : 1:25 (1x10e6 cells) Limitations This Sciellin antibody is available for research use only. IHC testing of FFPE human skin tissue with Sciellin antibody. HIER: steam section in pH9 EDTA for 20 min and allow to cool prior to staining. IHC testing of FFPE human esophagus tissue with Sciellin antibody. HIER: steam section in pH9 EDTA for 20 min and allow to cool prior to staining. Western blot testing of human A431 cell lysate with Sciellin antibody. Predicted molecular weight ~77 kDa. Flow cytometry testing of fixed and permeabilized human A431 cells with Sciellin antibody; Blue=isotype control, Green= Sciellin antibody. Description The protein encoded by this gene is a precursor to the cornified envelope of terminally differentiated keratinocytes. This protein localizes to the periphery of cells and may function in the assembly or regulation of proteins in the cornified envelope. Transcript variants encoding different isoforms exist. A transcript variant utilizing an alternative polyA signal has been described in the literature, but its full-length nature has not been determined. Application Notes The stated application concentrations are suggested starting points.