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Sökning: WFRF:(Gloriam David E.)

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1.
  • Gloriam, David E., et al. (författare)
  • A Community Standard Format for the Representation of Protein Affinity Reagents
  • 2010
  • Ingår i: Molecular & Cellular Proteomics. - 1535-9476 .- 1535-9484. ; 9:1, s. 1-10
  • Tidskriftsartikel (refereegranskat)abstract
    • Protein affinity reagents (PARs), most commonly antibodies, are essential reagents for protein characterization in basic research, biotechnology, and diagnostics as well as the fastest growing class of therapeutics. Large numbers of PARs are available commercially; however, their quality is often uncertain. In addition, currently available PARs cover only a fraction of the human proteome, and their cost is prohibitive for proteome scale applications. This situation has triggered several initiatives involving large scale generation and validation of antibodies, for example the Swedish Human Protein Atlas and the German Antibody Factory. Antibodies targeting specific subproteomes are being pursued by members of Human Proteome Organisation (plasma and liver proteome projects) and the United States National Cancer Institute (cancer-associated antigens). ProteomeBinders, a European consortium, aims to set up a resource of consistently quality-controlled protein-binding reagents for the whole human proteome. An ultimate PAR database resource would allow consumers to visit one online warehouse and find all available affinity reagents from different providers together with documentation that facilitates easy comparison of their cost and quality. However, in contrast to, for example, nucleotide databases among which data are synchronized between the major data providers, current PAR producers, quality control centers, and commercial companies all use incompatible formats, hindering data exchange. Here we propose Proteomics Standards Initiative (PSI)-PAR as a global community standard format for the representation and exchange of protein affinity reagent data. The PSI-PAR format is maintained by the Human Proteome Organisation PSI and was developed within the context of ProteomeBinders by building on a mature proteomics standard format, PSI-molecular interaction, which is a widely accepted and established community standard for molecular interaction data. Further information and documentation are available on the PSI-PAR web site. Molecular & Cellular Proteomics 9: 1-10, 2010.
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2.
  • Jespers, Willem, et al. (författare)
  • Structural Mapping of Adenosine Receptor Mutations : Ligand Binding and Signaling Mechanisms
  • 2018
  • Ingår i: TIPS - Trends in Pharmacological Sciences. - : Elsevier BV. - 0165-6147 .- 1873-3735. ; 39:1, s. 75-89
  • Forskningsöversikt (refereegranskat)abstract
    • The four adenosine receptors (ARs), A(1), A(2A), A(2B), and A(3), constitute a subfamily of G protein-coupled receptors (GPCRs) with exceptional foundations for structure-based ligand design. The vast amount of mutagenesis data, accumulated in the literature since the 1990s, has been recently supplemented with structural information, currently consisting of several inactive and active structures of the A(2A) and inactive conformations of the A(1) ARs. We provide the first integrated view of the pharmacological, biochemical, and structural data available for this receptor family, by mapping onto the relevant crystal structures all site-directed mutagenesis data, curated and deposited at the GPCR database (available through http://www.gpcrdb.org). This analysis provides novel insights into ligand binding, allosteric modulation, and signaling of the AR family.
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3.
  • Rodriguez-Espigares, Ismael, et al. (författare)
  • GPCRmd uncovers the dynamics of the 3D-GPCRome
  • 2020
  • Ingår i: Nature Methods. - : Springer Nature. - 1548-7091 .- 1548-7105. ; 17:8, s. 777-787
  • Tidskriftsartikel (refereegranskat)abstract
    • G-protein-coupled receptors (GPCRs) are involved in numerous physiological processes and are the most frequent targets of approved drugs. The explosion in the number of new three-dimensional (3D) molecular structures of GPCRs (3D-GPCRome) over the last decade has greatly advanced the mechanistic understanding and drug design opportunities for this protein family. Molecular dynamics (MD) simulations have become a widely established technique for exploring the conformational landscape of proteins at an atomic level. However, the analysis and visualization of MD simulations require efficient storage resources and specialized software. Here we present GPCRmd (http://gpcrmd.org/), an online platform that incorporates web-based visualization capabilities as well as a comprehensive and user-friendly analysis toolbox that allows scientists from different disciplines to visualize, analyze and share GPCR MD data. GPCRmd originates from a community-driven effort to create an open, interactive and standardized database of GPCR MD simulations.
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4.
  • Sommer, Martha E., et al. (författare)
  • The European Research Network on Signal Transduction (ERNEST) : Toward a Multidimensional Holistic Understanding of G Protein-Coupled Receptor Signaling
  • 2020
  • Ingår i: ACS Pharmacology & Translational Science. - : American Chemical Society (ACS). - 2575-9108. ; 3:2, s. 361-370
  • Tidskriftsartikel (refereegranskat)abstract
    • G protein-coupled receptors (GPCRs) are intensively studied due to their therapeutic potential as drug targets. Members of this large family of transmembrane receptor proteins mediate signal transduction in diverse cell types and play key roles in human physiology and health. In 2013 the research consortium GLISTEN (COST Action CM1207) was founded with the goal of harnessing the substantial growth in knowledge of GPCR structure and dynamics to push forward the development of molecular modulators of GPCR function. The success of GLISTEN, coupled with new findings and paradigm shifts in the field, led in 2019 to the creation of a related consortium called ERNEST (COST Action CA18133). ERNEST broadens focus to entire signaling cascades, based on emerging ideas of how complexity and specificity in signal transduction are not determined by receptor-ligand interactions alone. A holistic approach that unites the diverse data and perspectives of the research community into a single multidimensional map holds great promise for improved drug design and therapeutic targeting.
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5.
  • Bjarnadóttir, Thóra K., et al. (författare)
  • Comprehensive repertoire and phylogenetic analysis of the G-protein-coupled receptors in human and mouse
  • 2006
  • Ingår i: Genomics. - : Elsevier BV. - 0888-7543 .- 1089-8646. ; 88:3, s. 263-273
  • Tidskriftsartikel (refereegranskat)abstract
    • Understanding differences in the repertoire of orthologous gene pairs is vital for interpretation of pharmacological and physiological experiments if conclusions are conveyed between species. Here we present a comprehensive dataset for G protein-coupled receptors (GPCRs) in both human and mouse with a phylogenetic road map. We performed systematic searches applying several search tools such as BLAST, BLAT, and Hidden Markov models and searches in literature data. We aimed to gather a full-length version of each human or mouse GPCR in only one copy referring to a single chromosomal position. Moreover, we performed detailed phylogenetic analysis of the transmembrane regions of the receptors to establish accurate orthologous pairs. The results show the identity of 495 mouse and 400 human functional nonolfactory GPCRs. Overall, 329 of the receptors are found in one-to-one orthologous pairs, while 119 mouse and 31 human receptors originate from species-specific expansions or deletions. The average percentage similarity of the orthologue pairs is 85%, while it varies between the main GRAFS families from an average of 59 to 94%. The orthologous pairs for the lipid-binding GPCRs had the lowest levels of conservation, while the biogenic amines had highest levels of conservation. Moreover, we searched for expressed sequence tags (ESTs) and identified more than 17,000 ESTs matching GPCRs in mouse and human, providing information about their expression patterns. On the whole, this is the most comprehensive study of the gene repertoire that codes for human and mouse GPCRs. The datasets are available for downloading.
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6.
  • Bjarnadóttir, Thóra K., et al. (författare)
  • The human and mouse repertoire of the adhesion family of G-protein-coupled receptors
  • 2004
  • Ingår i: Genomics. - : Elsevier BV. - 0888-7543 .- 1089-8646. ; 84:1, s. 23-33
  • Tidskriftsartikel (refereegranskat)abstract
    • The adhesion G-protein-coupled receptors (GPCRs) (also termed LN-7TM or EGF-7TM receptors) are membrane-bound proteins with long N-termini containing multiple domains. Here, 2 new human adhesion-GPCRs, termed GPR133 and GPR144, have been found by searches done in the human genome databases. Both GPR133 and GPR144 have a GPS domain in their N-termini, while GPR144 also has a pentraxin domain. The phylogenetic analyses of the 2 new human receptors show that they group together without close relationship to the other adhesion-GPCRs. In addition to the human genes, mouse orthologues to those 2 and 15 other mouse orthologues to human were identified (GPR110, GPR111, GPR112, GPR113, GPR114, GPR115, GPR116, GPR123, GPR124, GPR125, GPR126, GPR128, LEC1, LEC2, and LEC3). Currently the total number of human adhesion-GPCRs is 33. The mouse and human sequences show a clear one-to-one relationship, with the exception of EMR2 and EMR3, which do not seem to have orthologues in mouse. EST expression charts for the entire repertoire of adhesion-GPCRs in human and mouse were established. Over 1600 ESTs were found for these receptors, showing widespread distribution in both central and peripheral tissues. The expression patterns are highly variable between different receptors, indicating that they participate in a number of physiological processes.
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7.
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8.
  • Gloriam, David E., 1978- (författare)
  • G Protein-Coupled Receptors; Discovery of New Human Members and Analyses of the Entire Repertoires in Human, Mouse and Rat
  • 2006
  • Doktorsavhandling (övrigt vetenskapligt/konstnärligt)abstract
    • G protein-coupled receptors (GPCRs) are signal mediators that have a prominent role in the regulation of physiological processes and they make up the targets for 30-45% of all drugs. Papers I and II describe the discovery of new human GPCRs belonging to the Rhodopsin family, a family which contains many common drug targets. The new receptors have only weak relationships to previously known GPCRs. However, they have been evolutionary conserved in several species and most of them display distinct expression patterns. In paper III we identified new human GPCRs belonging to the Adhesion family, which is characterised by very long N-termini containing conserved domains. The different compositions of conserved domains as well as the expression patterns suggest that the Adhesions can have several different functions. In paper IV we revealed remarkable species variations in the repertoires of Trace Amine-Associated Receptors (TAARs), which are relatives of the biogenic amine receptors. The human, mouse and rat TAAR genes are located in only one locus and are therefore most likely the result of gene tandem duplications. 47 of the 57 zebrafish TAARs were mapped to nine different loci on six chromosomes containing from 1 to 27 genes each. This study suggests that the TAARs arose through several different mechanisms involving tetraploidisation, block duplications, and local duplication events. Papers V and VI are overall analyses of the repertoires of GPCRs in humans, mice and rats; which contain approximately 800, 1800 and 1900 members, respectively. The repertoires were compared to distinguish between species-specific and common (orthologous) members, something which is important for example when predicting drug effects from experiments in rodents. The Glutamate, Adhesion, Frizzled and Secretin families show no or very little variation between human and rodents, whereas the repertoires of olfactory, vomeronasal and Taste2 receptors display large differences between all three species.
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9.
  • Gloriam, David E, et al. (författare)
  • The G protein-coupled receptor subset of the rat genome
  • 2007
  • Ingår i: BMC Genomics. - : Springer Science and Business Media LLC. - 1471-2164. ; 8, s. 338-
  • Tidskriftsartikel (refereegranskat)abstract
    • Background: The superfamily of G protein-coupled receptors (GPCRs) is one of the largest within most mammals. GPCRs are important targets for pharmaceuticals and the rat is one of the most widely used model organisms in biological research. Accurate comparisons of protein families in rat, mice and human are thus important for interpretation of many physiological and pharmacological studies. However, current automated protein predictions and annotations are limited and error prone. Results: We searched the rat genome for GPCRs and obtained 1867 full-length genes and 739 pseudogenes. We identified 1277 new full-length rat GPCRs, whereof 1235 belong to the large group of olfactory receptors. Moreover, we updated the datasets of GPCRs from the human and mouse genomes with 1 and 43 new genes, respectively. The total numbers of full-length genes ( and pseudogenes) identified were 799 ( 583) for human and 1783 ( 702) for mouse. The rat, human and mouse GPCRs were classified into 7 families named the Glutamate, Rhodopsin, Adhesion, Frizzled, Secretin, Taste2 and Vomeronasal1 families. We performed comprehensive phylogenetic analyses of these families and provide detailed information about orthologues and species-specific receptors. We found that 65 human Rhodopsin family GPCRs are orphans and 56 of these have an orthologue in rat. Conclusion: Interestingly, we found that the proportion of one-to-one GPCR orthologues was only 58% between rats and humans and only 70% between the rat and mouse, which is much lower than stated for the entire set of all genes. This is in mainly related to the sensory GPCRs. The average protein sequence identities of the GPCR orthologue pairs is also lower than for the whole genomes. We found these to be 80% for the rat and human pairs and 90% for the rat and mouse pairs. However, the proportions of orthologous and species-specific genes vary significantly between the different GPCR families. The largest diversification is seen for GPCRs that respond to exogenous stimuli indicating that the variation in their repertoires reflects to a large extent the adaptation of the species to their environment. This report provides the first overall roadmap of the GPCR repertoire in rat and detailed comparisons with the mouse and human repertoires.
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10.
  • Gratz, Lukas, et al. (författare)
  • Pathway selectivity in Frizzleds is achieved by conserved micro-switches defining pathway-determining, active conformations
  • 2023
  • Ingår i: Nature Communications. - : Springer Nature. - 2041-1723. ; 14:1
  • Tidskriftsartikel (refereegranskat)abstract
    • The class Frizzled of G protein-coupled receptors (GPCRs), consisting of ten Frizzled (FZD(1-10)) paralogs and Smoothened, remains one of the most enigmatic GPCR families. This class mediates signaling predominantly through Disheveled (DVL) or heterotrimeric G proteins. However, the mechanisms underlying pathway selection are elusive. Here we employ a structure-driven mutagenesis approach in combination with an extensive panel of functional signaling readouts to investigate the importance of conserved state-stabilizing residues in FZD(5) for signal specification. Similar data were obtained for FZD(4) and FZD(10) suggesting that our findings can be extrapolated to other members of the FZD family. Comparative molecular dynamics simulations of wild type and selected FZD(5) mutants further support the concept that distinct conformational changes in FZDs specify the signal outcome. In conclusion, we find that FZD(5) and FZDs in general prefer coupling to DVL rather than heterotrimeric G proteins and that distinct active state micro-switches in the receptor are essential for pathway selection arguing for conformational changes in the receptor protein defining transducer selectivity. Signaling pathway selectivity downstream of GPCRs is not fully understood. Here, authors perform functional analysis of Frizzled mutants to uncover state-stabilizing residues or 'micro-switches' mediating selectivity towards Disheveled over G proteins.
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11.
  • Haitina, Tatjana, et al. (författare)
  • The G protein-coupled receptor subset of the dog genome is more similar to that in humans than rodents
  • 2009
  • Ingår i: BMC Genomics. - : Springer Science and Business Media LLC. - 1471-2164. ; 10, s. 24-
  • Tidskriftsartikel (refereegranskat)abstract
    • BACKGROUND The dog is an important model organism and it is considered to be closer to humans than rodents regarding metabolism and responses to drugs. The close relationship between humans and dogs over many centuries has lead to the diversity of the canine species, important genetic discoveries and an appreciation of the effects of old age in another species. The superfamily of G protein-coupled receptors (GPCRs) is one of the largest gene families in most mammals and the most exploited in terms of drug discovery. An accurate comparison of the GPCR repertoires in dog and human is valuable for the prediction of functional similarities and differences between the species. RESULTS We searched the dog genome for non-olfactory GPCRs and obtained 353 full-length GPCR gene sequences, 18 incomplete sequences and 13 pseudogenes. We established relationships between human, dog, rat and mouse GPCRs resolving orthologous pairs and species-specific duplicates. We found that 12 dog GPCR genes are missing in humans while 24 human GPCR genes are not part of the dog GPCR repertoire. There is a higher number of orthologous pairs between dog and human that are conserved as compared with either mouse or rat. In almost all cases the differences observed between the dog and human genomes coincide with other variations in the rodent species. Several GPCR gene expansions characteristic for rodents are not found in dog. CONCLUSION The repertoire of dog non-olfactory GPCRs is more similar to the repertoire in humans as compared with the one in rodents. The comparison of the dog, human and rodent repertoires revealed several examples of species-specific gene duplications and deletions. This information is useful in the selection of model organisms for pharmacological experiments.
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12.
  • Hauser, Alexander S, et al. (författare)
  • Trends in GPCR drug discovery : new agents, targets and indications
  • 2017
  • Ingår i: Nature reviews. Drug discovery. - : Springer Science and Business Media LLC. - 1474-1776 .- 1474-1784. ; 16:12, s. 829-842
  • Tidskriftsartikel (refereegranskat)abstract
    • G protein-coupled receptors (GPCRs) are the most intensively studied drug targets, mostly due to their substantial involvement in human pathophysiology and their pharmacological tractability. Here, we report an up-to-date analysis of all GPCR drugs and agents in clinical trials, which reveals current trends across molecule types, drug targets and therapeutic indications, including showing that 475 drugs (~34% of all drugs approved by the US Food and Drug Administration (FDA)) act at 108 unique GPCRs. Approximately 321 agents are currently in clinical trials, of which ~20% target 66 potentially novel GPCR targets without an approved drug, and the number of biological drugs, allosteric modulators and biased agonists has increased. The major disease indications for GPCR modulators show a shift towards diabetes, obesity and Alzheimer disease, although several central nervous system disorders are also highly represented. The 224 (56%) non-olfactory GPCRs that have not yet been explored in clinical trials have broad untapped therapeutic potential, particularly in genetic and immune system disorders. Finally, we provide an interactive online resource to analyse and infer trends in GPCR drug discovery.
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13.
  • Jaiteh, Mariama (författare)
  • New Paradigms in GPCR Drug Discovery : Structure Prediction and Design of Ligands with Tailored Properties
  • 2020
  • Konstnärligt arbete (övrigt vetenskapligt/konstnärligt)abstract
    • G protein-coupled receptors (GPCRs) constitute a large superfamily of membrane proteins with key roles in cellular signaling. Upon activation by a ligand, GPCRs transduce signals from the extracellular to the intracellular environment. GPCRs are important drug targets and are associated with diseases such as central nervous system (CNS) disorders, cardiovascular diseases, cancer, and diabetes. Currently, 34% of FDA-approved drugs mediate their effects via modulation of GPCRs. Research during the past decades has resulted in a deeper understanding of GPCR structure and function. Moreover, recent breakthroughs in structural biology allowed the determination of several atomic resolution GPCR structures. New paradigms in GPCR pharmacology have also emerged that can lead to improved drugs. Together, these advances provide new avenues for structure-based drug discovery. The work in this thesis focused on how the large amount of structural data gathered over the last decades can be used to model GPCR targets for which no experimental structures are available, and the use of structure-based virtual screening (SBVS) campaigns to identify ligands with tailored pharmacological properties. In paper I, we investigated how template selection affects the virtual screening performance of homology models of the D2 dopamine receptor (D2R) and serotonin 5-HT2A receptor (5-HT2AR). In papers II and III, SBVS methods were used to identify dual inhibitors of the A2A adenosine receptor (A2AAR) and an enzyme, which could be relevant for treatment of Parkinson’s Disease, and functionally selective D2R ligands from a focused library. Finally, we also investigated how structural information can complement computational and biophysical methods to model and characterize the A2AAR-D2R heterodimer (paper IV).
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14.
  • Lagerström, Malin C., et al. (författare)
  • The G protein-coupled receptor subset of the chicken genome
  • 2006
  • Ingår i: PloS Computational Biology. - : Public Library of Science (PLoS). - 1553-734X .- 1553-7358. ; 2:6, s. e54-
  • Tidskriftsartikel (refereegranskat)abstract
    • G protein-coupled receptors (GPCRs) are one of the largest families of proteins, and here we scan the recently sequenced chicken genome for GPCRs. We use a homology-based approach, utilizing comparisons with all human GPCRs, to detect and verify chicken GPCRs from translated genomic alignments and Genscan predictions. We present 557 manually curated sequences for GPCRs from the chicken genome, of which 455 were previously not annotated. More than 60% of the chicken Genscan gene predictions with a human ortholog needed curation, which drastically changed the average percentage identity between the human-chicken orthologous pairs (from 56.3% to 72.9%). Of the non-olfactory chicken GPCRs, 79% had a one-to-one orthologous relationship to a human GPCR. The Frizzled, Secretin, and subgroups of the Rhodopsin families have high proportions of orthologous pairs, although the percentage of amino acid identity varies. Other groups show large differences, such as the Adhesion family and GPCRs that bind exogenous ligands. The chicken has only three bitter Taste 2 receptors, and it also lacks an ortholog to human TAS1R2 (one of three GPCRs in the human genome in the Taste 1 receptor family [TAS1R]), implying that the chicken's ability and mode of detecting both bitter and sweet taste may differ from the human's. The chicken genome contains at least 229 olfactory receptors, and the majority of these (218) originate from a chicken-specific expansion. To our knowledge, this dataset of chicken GPCRs is the largest curated dataset from a single gene family from a non-mammalian vertebrate. Both the updated human GPCR dataset, as well the chicken GPCR dataset, are available for download.
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15.
  • Nohr, Anne Cathrine, et al. (författare)
  • The GPR139 reference agonists 1a and 7c, and tryptophan and phenylalanine share a common binding site
  • 2017
  • Ingår i: Scientific Reports. - : NATURE PUBLISHING GROUP. - 2045-2322. ; 7
  • Tidskriftsartikel (refereegranskat)abstract
    • GPR139 is an orphan G protein-coupled receptor expressed in the brain, in particular in the habenula, hypothalamus and striatum. It has therefore been suggested that GPR139 is a possible target for metabolic disorders and Parkinson's disease. Several surrogate agonist series have been published for GPR139. Two series published by Shi et al. and Dvorak et al. included agonists 1a and 7c respectively, with potencies in the ten-nanomolar range. Furthermore, Isberg et al. and Liu et al. have previously shown that tryptophan (Trp) and phenylalanine (Phe) can activate GPR139 in the hundred-micromolar range. In this study, we produced a mutagenesis-guided model of the GPR139 binding site to form a foundation for future structure-based ligand optimization. Receptor mutants studied in a Ca2+ assay demonstrated that residues F109(3x33), H187(5x43), W241(6x48) and N271(7x38), but not E108(3x32), are highly important for the activation of GPR139 as predicted by the receptor model. The initial ligand-receptor complex was optimized through free energy perturbation simulations, generating a refined GPR139 model in agreement with experimental data. In summary, the GPR139 reference surrogate agonists 1a and 7c, and the endogenous amino acids L-Trp and L-Phe share a common binding site, as demonstrated by mutagenesis, ligand docking and free energy calculations.
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16.
  • Nordström, Karl J. V., et al. (författare)
  • Comprehensive comparisons of the current human, mouse, and rat RefSeq, Ensembl, EST, and FANTOM3 datasets : identification of new human genes with specific tissue expression profile
  • 2006
  • Ingår i: Biochemical and Biophysical Research Communications - BBRC. - : Elsevier BV. - 0006-291X .- 1090-2104. ; 348:3, s. 1063-1074
  • Tidskriftsartikel (refereegranskat)abstract
    • Our understanding of functional genetic elements in the genomes is continuously growing and new entries are entered in various databases on a regular basis. We have here merged the genetic elements in RefSeq, Ensembl, FANTOM3, HINV, and NCBI:s ESTdb using the genome assemblies in order to achieve a comprehensive picture of the current status of the identity and gene number in human, mouse, and rat. The number of human protein coding genes has not increased (25,043) while the increased sequencing of mouse transcripts has provided the considerably higher number of protein coding genes (31,578) in mouse. The results indicate large discrepancies between the datasets, as considerable numbers of unique transcripts can be found in each dataset. Despite the high number of ncRNA (38 129 in mouse) there are also almost 20,000 EST clusters in both mouse and humans with more than one EST that do not overlap any transcript suggesting that several new genetic elements are still to be found. We also demonstrated presence of new genes by identifying new human ones that have specific tissue profiles, using RT-PCR on rat tissues.
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17.
  • Nordström, Karl J V, et al. (författare)
  • Critical evaluation of the FANTOM3 non-coding RNA transcripts
  • 2009
  • Ingår i: Genomics. - : Elsevier BV. - 0888-7543 .- 1089-8646. ; 94:3, s. 169-176
  • Tidskriftsartikel (refereegranskat)abstract
    • We studied the genomic positions of 38,129 putative ncRNAs from the RIKEN dataset in relation to protein-coding genes. We found that the dataset has 41% sense, 6% antisense, 24% intronic and 29% intergenic transcripts. Interestingly, 17,678 (47%) of the FANTOM3 transcripts were found to potentially be internally primed from longer transcripts. The highest fraction of these transcripts was found among the intronic transcripts and as many as 77% or 6929 intronic transcripts were both internally primed and unspliced. We defined a filtered subset of 8535 transcripts that did not overlap with protein-coding genes, did not contain ORFs longer than 100 residues and were not internally primed. This dataset contains 53% of the FANTOM3 transcripts associated to known ncRNA in RNAdb and expands previous similar efforts with 6523 novel transcripts. This bioinformatic filtering of the FANTOM3 non-coding dataset has generated a lead dataset of transcripts without signs of being artefacts, providing a suitable dataset for investigation with hybridization-based techniques.
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