1 an Efficient Genetic Screen in Drosophila to Identify Nuclear
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Analysis of Gene Expression Data for Gene Ontology
ANALYSIS OF GENE EXPRESSION DATA FOR GENE ONTOLOGY BASED PROTEIN FUNCTION PREDICTION A Thesis Presented to The Graduate Faculty of The University of Akron In Partial Fulfillment of the Requirements for the Degree Master of Science Robert Daniel Macholan May 2011 ANALYSIS OF GENE EXPRESSION DATA FOR GENE ONTOLOGY BASED PROTEIN FUNCTION PREDICTION Robert Daniel Macholan Thesis Approved: Accepted: _______________________________ _______________________________ Advisor Department Chair Dr. Zhong-Hui Duan Dr. Chien-Chung Chan _______________________________ _______________________________ Committee Member Dean of the College Dr. Chien-Chung Chan Dr. Chand K. Midha _______________________________ _______________________________ Committee Member Dean of the Graduate School Dr. Yingcai Xiao Dr. George R. Newkome _______________________________ Date ii ABSTRACT A tremendous increase in genomic data has encouraged biologists to turn to bioinformatics in order to assist in its interpretation and processing. One of the present challenges that need to be overcome in order to understand this data more completely is the development of a reliable method to accurately predict the function of a protein from its genomic information. This study focuses on developing an effective algorithm for protein function prediction. The algorithm is based on proteins that have similar expression patterns. The similarity of the expression data is determined using a novel measure, the slope matrix. The slope matrix introduces a normalized method for the comparison of expression levels throughout a proteome. The algorithm is tested using real microarray gene expression data. Their functions are characterized using gene ontology annotations. The results of the case study indicate the protein function prediction algorithm developed is comparable to the prediction algorithms that are based on the annotations of homologous proteins. -
Organ Level Protein Networks As a Reference for the Host Effects of the Microbiome
Downloaded from genome.cshlp.org on October 6, 2021 - Published by Cold Spring Harbor Laboratory Press 1 Organ level protein networks as a reference for the host effects of the microbiome 2 3 Robert H. Millsa,b,c,d, Jacob M. Wozniaka,b, Alison Vrbanacc, Anaamika Campeaua,b, Benoit 4 Chassainge,f,g,h, Andrew Gewirtze, Rob Knightc,d, and David J. Gonzaleza,b,d,# 5 6 a Department of Pharmacology, University of California, San Diego, California, USA 7 b Skaggs School of Pharmacy and Pharmaceutical Sciences, University of California, San Diego, 8 California, USA 9 c Department of Pediatrics, and Department of Computer Science and Engineering, University of 10 California, San Diego California, USA 11 d Center for Microbiome Innovation, University of California, San Diego, California, USA 12 e Center for Inflammation, Immunity and Infection, Institute for Biomedical Sciences, Georgia State 13 University, Atlanta, GA, USA 14 f Neuroscience Institute, Georgia State University, Atlanta, GA, USA 15 g INSERM, U1016, Paris, France. 16 h Université de Paris, Paris, France. 17 18 Key words: Microbiota, Tandem Mass Tags, Organ Proteomics, Gnotobiotic Mice, Germ-free Mice, 19 Protein Networks, Proteomics 20 21 # Address Correspondence to: 22 David J. Gonzalez, PhD 23 Department of Pharmacology and Pharmacy 24 University of California, San Diego 25 La Jolla, CA 92093 26 E-mail: [email protected] 27 Phone: 858-822-1218 28 1 Downloaded from genome.cshlp.org on October 6, 2021 - Published by Cold Spring Harbor Laboratory Press 29 Abstract 30 Connections between the microbiome and health are rapidly emerging in a wide range of 31 diseases. -
Allele-Specific Expression of Ribosomal Protein Genes in Interspecific Hybrid Catfish
Allele-specific Expression of Ribosomal Protein Genes in Interspecific Hybrid Catfish by Ailu Chen A dissertation submitted to the Graduate Faculty of Auburn University in partial fulfillment of the requirements for the Degree of Doctor of Philosophy Auburn, Alabama August 1, 2015 Keywords: catfish, interspecific hybrids, allele-specific expression, ribosomal protein Copyright 2015 by Ailu Chen Approved by Zhanjiang Liu, Chair, Professor, School of Fisheries, Aquaculture and Aquatic Sciences Nannan Liu, Professor, Entomology and Plant Pathology Eric Peatman, Associate Professor, School of Fisheries, Aquaculture and Aquatic Sciences Aaron M. Rashotte, Associate Professor, Biological Sciences Abstract Interspecific hybridization results in a vast reservoir of allelic variations, which may potentially contribute to phenotypical enhancement in the hybrids. Whether the allelic variations are related to the downstream phenotypic differences of interspecific hybrid is still an open question. The recently developed genome-wide allele-specific approaches that harness high- throughput sequencing technology allow direct quantification of allelic variations and gene expression patterns. In this work, I investigated allele-specific expression (ASE) pattern using RNA-Seq datasets generated from interspecific catfish hybrids. The objective of the study is to determine the ASE genes and pathways in which they are involved. Specifically, my study investigated ASE-SNPs, ASE-genes, parent-of-origins of ASE allele and how ASE would possibly contribute to heterosis. My data showed that ASE was operating in the interspecific catfish system. Of the 66,251 and 177,841 SNPs identified from the datasets of the liver and gill, 5,420 (8.2%) and 13,390 (7.5%) SNPs were identified as significant ASE-SNPs, respectively. -
BASIC GENETICS for the CLINICAL NEUROLOGIST M R Placzek, T T Warner *Ii5
J Neurol Neurosurg Psychiatry: first published as 10.1136/jnnp.73.suppl_2.ii5 on 1 December 2002. Downloaded from BASIC GENETICS FOR THE CLINICAL NEUROLOGIST M R Placzek, T T Warner *ii5 J Neurol Neurosurg Psychiatry 2002;73(Suppl II):ii5–ii11 o the casual observer, the clinical neurologist and molecular geneticist would appear very dif- ferent species. On closer inspection, however, they actually have a number of similarities: they Tboth use a rather impenetrable language littered with abbreviations, publish profusely with- out seeming to alter the course of clinical medicine, and make up a small clique regarded as rather esoteric by their peers. In reality, they are both relatively simple creatures who rely on basic sets of rules to work in their specialities. Indeed they have had a productive symbiotic relationship in recent years and the application of molecular biological techniques to clinical neuroscience has had a profound impact on the understanding of the pathophysiology of many neurological diseases. One reason for this is that around one third of recognisable mendelian disease traits demonstrate phenotypic expression in the nervous system. The purpose of this article is to demystify the basic rules of molecular biology, and allow the clinical neurologist to gain a better understanding of the techniques which have led to the isola- tion (cloning) of neurological disease genes and the potential uses of this knowledge. c NUCLEIC ACIDS Deoxyribonucleic acid (DNA) is the macromolecule that stores the blueprint for all the proteins of the body. It is responsible for development and physical appearance, and controls every biological copyright. -
Supplementary Figures 1-14 and Supplementary References
SUPPORTING INFORMATION Spatial Cross-Talk Between Oxidative Stress and DNA Replication in Human Fibroblasts Marko Radulovic,1,2 Noor O Baqader,1 Kai Stoeber,3† and Jasminka Godovac-Zimmermann1* 1Division of Medicine, University College London, Center for Nephrology, Royal Free Campus, Rowland Hill Street, London, NW3 2PF, UK. 2Insitute of Oncology and Radiology, Pasterova 14, 11000 Belgrade, Serbia 3Research Department of Pathology and UCL Cancer Institute, Rockefeller Building, University College London, University Street, London WC1E 6JJ, UK †Present Address: Shionogi Europe, 33 Kingsway, Holborn, London WC2B 6UF, UK TABLE OF CONTENTS 1. Supplementary Figures 1-14 and Supplementary References. Figure S-1. Network and joint spatial razor plot for 18 enzymes of glycolysis and the pentose phosphate shunt. Figure S-2. Correlation of SILAC ratios between OXS and OAC for proteins assigned to the SAME class. Figure S-3. Overlap matrix (r = 1) for groups of CORUM complexes containing 19 proteins of the 49-set. Figure S-4. Joint spatial razor plots for the Nop56p complex and FIB-associated complex involved in ribosome biogenesis. Figure S-5. Analysis of the response of emerin nuclear envelope complexes to OXS and OAC. Figure S-6. Joint spatial razor plots for the CCT protein folding complex, ATP synthase and V-Type ATPase. Figure S-7. Joint spatial razor plots showing changes in subcellular abundance and compartmental distribution for proteins annotated by GO to nucleocytoplasmic transport (GO:0006913). Figure S-8. Joint spatial razor plots showing changes in subcellular abundance and compartmental distribution for proteins annotated to endocytosis (GO:0006897). Figure S-9. Joint spatial razor plots for 401-set proteins annotated by GO to small GTPase mediated signal transduction (GO:0007264) and/or GTPase activity (GO:0003924). -
SATMF Suppresses the Premature Senescence Phenotype of the ATM Loss-Of-Function Mutant and Improves Its Fertility in Arabidopsis
Supplementary Materials SATMF Suppresses the Premature Senescence Phenotype of the ATM Loss-of-Function Mutant and Improves Its Fertility in Arabidopsis Yi Zhang, Hou-Ling Wang, Yuhan Gao, Hongwei Guo and Zhonghai Li Figure S1. Histological GUS staining analysis of gene expression of ATM at different developmental stages. (A) Rosette leaves of 8-day-old seedling of pATM-GUS/Col-0. (B) Rosette leaves of 16-day-old plant of pATM-GUS/Col-0. (C) Rosette leaves of 48-day-old plant of pATM-GUS/Col-0. Int. J. Mol. Sci. 2020, 21, x; doi: FOR PEER REVIEW www.mdpi.com/journal/ijms Int. J. Mol. Sci. 2020, 21, x FOR PEER REVIEW 2 of 5 Figure S2. Screen for suppressor of atm mutant in fertility (satmf) by EMS. (A) Experimental design for screening the expected phenotypes of stamf mutants. (B) EMS mutagenesis of atm-2 seeds by using different experimental conditions. (C) Seeds of atm-2 mutant is hypersensitive to EMS in comparison to Col-0. Int. J. Mol. Sci. 2020, 21, x FOR PEER REVIEW 3 of 5 Figure S3. Molecular identification of satmf mutants. (A) Fertility of plants of Col-0, atm-2, satmf1, satmf2 and satmf3. (B) Genotyping analysis of atm-2, satmf1, satmf2 and satmf3 plants. (C) Confirmation of the backgrounds of satmf1, satmf2 and satmf3 plants by sequencing analysis of PCR products in (B). The “G” PCR reaction tests for the ability to amplify a genome region that will be present in wild type and heterozygous lines, but will not amplify in homozygous lines. -
Mouse MRPL17 ORF Mammalian Expression Plasmid, N-Gfpspark Tag
Mouse MRPL17 ORF mammalian expression plasmid, N-GFPSpark tag Catalog Number: MG53556-ANG General Information Plasmid Resuspension protocol Gene : mitochondrial ribosomal protein L17 1. Centrifuge at 5,000×g for 5 min. Official Symbol : MRPL17 2. Carefully open the tube and add 100 l of sterile water to Synonym : Rpml26; MRP-L26 dissolve the DNA. Source : Mouse 3. Close the tube and incubate for 10 minutes at room cDNA Size: 531bp temperature. RefSeq : NM_025301.2 4. Briefly vortex the tube and then do a quick spin to Description concentrate the liquid at the bottom. Speed is less than Lot : Please refer to the label on the tube 5000×g. Vector : pCMV3-N-GFPSpark 5. Store the plasmid at -20 ℃. Shipping carrier : Each tube contains approximately 10 μg of lyophilized plasmid. The plasmid is ready for: Storage : • Restriction enzyme digestion The lyophilized plasmid can be stored at ambient temperature for three months. • PCR amplification Quality control : • E. coli transformation The plasmid is confirmed by full-length sequencing with primers • DNA sequencing in the sequencing primer list. Sequencing primer list : E.coli strains for transformation (recommended but not limited) pCMV3-F: 5’ CAGGTGTCCACTCCCAGGTCCAAG 3’ Most commercially available competent cells are appropriate for pcDNA3-R : 5’ GGCAACTAGAAGGCACAGTCGAGG 3’ the plasmid, e.g. TOP10, DH5α and TOP10F´. Or Forward T7 : 5’ TAATACGACTCACTATAGGG 3’ ReverseBGH : 5’ TAGAAGGCACAGTCGAGG 3’ pCMV3-F and pcDNA3-R are designed by Sino Biological Inc. Customers can order the primer pair from any oligonucleotide supplier. Manufactured By Sino Biological Inc., FOR RESEARCH USE ONLY. NOT FOR USE IN HUMANS. Fax :+86-10-51029969 Tel:+86- 400-890-9989 http://www.sinobiological.com Mouse MRPL17 ORF mammalian expression plasmid, N-GFPSpark tag Catalog Number: MG53556-ANG Vector Information All of the pCMV vectors are designed for high-level stable and transient expression in mammalian hosts. -
YEASTRACT - Genes Grouped by TF, Ordered by the Percentage of Genes Regulated by TF, Relative to the Total Number of Genes in the List 08/07/14 16:17
YEASTRACT - Genes grouped by TF, ordered by the percentage of genes regulated by TF, relative to the total number of genes in the list 08/07/14 16:17 Home > Group Genes by TF > Result Contact Us - Tutorial - Tutorial Genes grouped by TF, ordered by the percentage of genes regulated by TF, relative to the total number of genes in the list Quick search... Search Documented regulations suported by direct or indirect or undefined evidence. Unknown gene/ORF name(s), 'YFL013W-A'. DISCOVERER Transcription Transcriptional Regulatory % ORF/Genes Regulatory Associations: Factor Network - Search for TFs NTG1 YAL045c HAP3 - Search for Genes ATP1 YBL107c ALG1 - Search for Associations YSA1 CNS1 PDB1 TSC10 RER1 YCL049c PRD1 Group genes: AHC2 GET3 BPL1 - Group by TF YDL144c GCV1 PST2 - Group by GO PST1 SED1 YDR262w YDR266c MSW1 FRQ1 Pattern Matching: TSA2 STP1 PHO8 RAD23 - Search by DNA Motif YEL047c CAN1 YEL074w - Find TF Binding Site(s) PMI40 FMP52 CEM1 - Search Motifs on Motifs SER3 SHC1 YER130c Utilities: PDA1 YER189w AGP3 - ORF List ⇔ Gene List DUG1 CDH1 OCH1 - IUPAC Code Generation YGL114w MRM2 CHO2 - Generate Regulation Matrix PMT6 TRX2 YSC84 CHS7 Yap1p 24.9 % YSP1 FAA3 LYS1 GTT1 Retrieve: YJL045w GZF3 LCB3 - Transcription Factors List HXT9 VPS55 HOM6 BAT2 - Upstream Sequence THI11 RSM22 UBA1 - Flat files RHO4 PAM17 YKR070w YKR077w GTT2 YLL067c About Yeastract: ALT1 HOG1 MAS1 - Contact Us ECM38 ILV5 MRPL4 - Cite YEASTRACT TSA1 PRE8 TAF13 VAN1 - Acknowledgments YTA12 NUP53 SPG5 - Credits MRPL24 NIS1 APP1 CPT1 FMP41 MRPL19 YNL208w CWC25 LYP1 TOF1 -
LONP1 Is Required for Maturation of a Subset of Mitochondrial Proteins and Its Loss Elicits
bioRxiv preprint doi: https://doi.org/10.1101/306316; this version posted April 23, 2018. The copyright holder for this preprint (which was not certified by peer review) is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made available under aCC-BY-NC-ND 4.0 International license. LONP1 is required for maturation of a subset of mitochondrial proteins and its loss elicits an integrated stress response Olga Zurita Rendón and Eric A. Shoubridge. Montreal Neurological Institute and Department of Human Genetics, McGill University, Montreal, QC, Canada. Eric A. Shoubridge, Montreal Neurological Institute, 3801 University Street, Montreal, Quebec, Canada H3A 2B4 Email: [email protected] Tel: 514-398-1997 FAX: 514-398-1509 bioRxiv preprint doi: https://doi.org/10.1101/306316; this version posted April 23, 2018. The copyright holder for this preprint (which was not certified by peer review) is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made available under aCC-BY-NC-ND 4.0 International license. Abstract LONP1, a AAA+ mitochondrial protease, is implicated in protein quality control, but its substrates and precise role in this process remain poorly understood. Here we have investigated the role of human LONP1 in mitochondrial gene expression and proteostasis. Depletion of LONP1 resulted in partial loss of mtDNA, complete suppression of mitochondrial translation, a marked increase in the levels of a distinct subset of mitochondrial matrix proteins (SSBP1, MTERFD3, FASTKD2 and CLPX), and the accumulation of their unprocessed forms, with intact mitochondrial targeting sequences, in an insoluble protein fraction. -
Molecular and Supramolecular Structure of the Mitochondrial Oxidative Phosphorylation System: Implications for Pathology
life Review Molecular and Supramolecular Structure of the Mitochondrial Oxidative Phosphorylation System: Implications for Pathology Salvatore Nesci 1,* , Fabiana Trombetti 1, Alessandra Pagliarani 1,*, Vittoria Ventrella 1, Cristina Algieri 1 , Gaia Tioli 2 and Giorgio Lenaz 2,* 1 Department of Veterinary Medical Sciences, Alma Mater Studiorum University of Bologna, 40064 Ozzano Emilia, Italy; [email protected] (F.T.); [email protected] (V.V.); [email protected] (C.A.) 2 Department of Biomedical and Neuromotor Sciences, Alma Mater Studiorum University of Bologna, 40138 Bologna, Italy; [email protected] * Correspondence: [email protected] (S.N.); [email protected] (A.P.); [email protected] (G.L.) Abstract: Under aerobic conditions, mitochondrial oxidative phosphorylation (OXPHOS) converts the energy released by nutrient oxidation into ATP, the currency of living organisms. The whole biochemical machinery is hosted by the inner mitochondrial membrane (mtIM) where the protonmo- tive force built by respiratory complexes, dynamically assembled as super-complexes, allows the F1FO-ATP synthase to make ATP from ADP + Pi. Recently mitochondria emerged not only as cell powerhouses, but also as signaling hubs by way of reactive oxygen species (ROS) production. How- ever, when ROS removal systems and/or OXPHOS constituents are defective, the physiological ROS generation can cause ROS imbalance and oxidative stress, which in turn damages cell components. Citation: Nesci, S.; Trombetti, F.; Moreover, the morphology of mitochondria rules cell fate and the formation of the mitochondrial Pagliarani, A.; Ventrella, V.; Algieri, permeability transition pore in the mtIM, which, most likely with the F F -ATP synthase contribu- C.; Tioli, G.; Lenaz, G. -
Supplementary Dataset S2
mitochondrial translational termination MRPL28 MRPS26 6 MRPS21 PTCD3 MTRF1L 4 MRPL50 MRPS18A MRPS17 2 MRPL20 MRPL52 0 MRPL17 MRPS33 MRPS15 −2 MRPL45 MRPL30 MRPS27 AURKAIP1 MRPL18 MRPL3 MRPS6 MRPS18B MRPL41 MRPS2 MRPL34 GADD45GIP1 ERAL1 MRPL37 MRPS10 MRPL42 MRPL19 MRPS35 MRPL9 MRPL24 MRPS5 MRPL44 MRPS23 MRPS25 ITB ITB ITB ITB ICa ICr ITL original ICr ICa ITL ICa ITL original ICr ITL ICr ICa mitochondrial translational elongation MRPL28 MRPS26 6 MRPS21 PTCD3 MRPS18A 4 MRPS17 MRPL20 2 MRPS15 MRPL45 MRPL52 0 MRPS33 MRPL30 −2 MRPS27 AURKAIP1 MRPS10 MRPL42 MRPL19 MRPL18 MRPL3 MRPS6 MRPL24 MRPS35 MRPL9 MRPS18B MRPL41 MRPS2 MRPL34 MRPS5 MRPL44 MRPS23 MRPS25 MRPL50 MRPL17 GADD45GIP1 ERAL1 MRPL37 ITB ITB ITB ITB ICa ICr original ICr ITL ICa ITL ICa ITL original ICr ITL ICr ICa translational termination MRPL28 MRPS26 6 MRPS21 PTCD3 C12orf65 4 MTRF1L MRPL50 MRPS18A 2 MRPS17 MRPL20 0 MRPL52 MRPL17 MRPS33 −2 MRPS15 MRPL45 MRPL30 MRPS27 AURKAIP1 MRPL18 MRPL3 MRPS6 MRPS18B MRPL41 MRPS2 MRPL34 GADD45GIP1 ERAL1 MRPL37 MRPS10 MRPL42 MRPL19 MRPS35 MRPL9 MRPL24 MRPS5 MRPL44 MRPS23 MRPS25 ITB ITB ITB ITB ICa ICr original ICr ITL ICa ITL ICa ITL original ICr ITL ICr ICa translational elongation DIO2 MRPS18B MRPL41 6 MRPS2 MRPL34 GADD45GIP1 4 ERAL1 MRPL37 2 MRPS10 MRPL42 MRPL19 0 MRPL30 MRPS27 AURKAIP1 −2 MRPL18 MRPL3 MRPS6 MRPS35 MRPL9 EEF2K MRPL50 MRPS5 MRPL44 MRPS23 MRPS25 MRPL24 MRPS33 MRPL52 EIF5A2 MRPL17 SECISBP2 MRPS15 MRPL45 MRPS18A MRPS17 MRPL20 MRPL28 MRPS26 MRPS21 PTCD3 ITB ITB ITB ITB ICa ICr ICr ITL original ITL ICa ICa ITL ICr ICr ICa original -
Human Genetics '99: Trinucleotide Repeats
View metadata, citation and similar papers at core.ac.uk brought to you by CORE provided by Elsevier - Publisher Connector Am. J. Hum. Genet. 64:354–359, 1999 HUMAN GENETICS ’99: TRINUCLEOTIDE REPEATS Fragile Sites—Cytogenetic Similarity with Molecular Diversity Grant R. Sutherland and Robert I. Richards Department of Cytogenetics and Molecular Genetics, Women’s and Children’s Hospital, Adelaide, Australia When examined in metaphase chromosome prepara- of their cytogenetic and molecular properties are given tions, all fragile sites appear as a gap or discontinuity in table 1. in chromosome structure. These gaps, which are induced Fragile sites are identifiable as gaps or chromosomal by several specific treatments of cultured cells, are of breaks in only a fraction of metaphase spreads from a variable width and promote chromosome breakage with given individual. At one extreme is FRA16B, which, variable efficiency. Within a single metaphase, it is not when induced by berenil, may be found in 190% of possible to distinguish between a fragile site and random metaphases (Schmid et al. 1986). At the opposite end of chromosomal damage. Only the statistically significant the spectrum are the common aphidicolin fragile sites. recurrence of a lesion at the same locus and under the Even the most conspicuous of these, FRA3B, is rarely same culture conditions delineates fragile sites. Several seen in 110% of metaphases (Smeets et al. 1986), and classes of fragile sites have now been characterized at many of the other common fragile sites are seen in !5% the molecular level. The “rare” fragile sites contain tan- of metaphases. Whatever the mechanisms are that result demly repeated sequences of varying complexity, which in fragile-site expression, they usually operate success- undergo expansions or, occasionally, contractions.