101
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Engelhardt BE, Jordan MI, Muratore KE, Brenner SE. Protein molecular function prediction by Bayesian phylogenomics. PLoS Comput Biol 2005; 1:e45. [PMID: 16217548 PMCID: PMC1246806 DOI: 10.1371/journal.pcbi.0010045] [Citation(s) in RCA: 113] [Impact Index Per Article: 5.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/04/2005] [Accepted: 08/29/2005] [Indexed: 11/19/2022] Open
Abstract
We present a statistical graphical model to infer specific molecular function for unannotated protein sequences using homology. Based on phylogenomic principles, SIFTER (Statistical Inference of Function Through Evolutionary Relationships) accurately predicts molecular function for members of a protein family given a reconciled phylogeny and available function annotations, even when the data are sparse or noisy. Our method produced specific and consistent molecular function predictions across 100 Pfam families in comparison to the Gene Ontology annotation database, BLAST, GOtcha, and Orthostrapper. We performed a more detailed exploration of functional predictions on the adenosine-5'-monophosphate/adenosine deaminase family and the lactate/malate dehydrogenase family, in the former case comparing the predictions against a gold standard set of published functional characterizations. Given function annotations for 3% of the proteins in the deaminase family, SIFTER achieves 96% accuracy in predicting molecular function for experimentally characterized proteins as reported in the literature. The accuracy of SIFTER on this dataset is a significant improvement over other currently available methods such as BLAST (75%), GeneQuiz (64%), GOtcha (89%), and Orthostrapper (11%). We also experimentally characterized the adenosine deaminase from Plasmodium falciparum, confirming SIFTER's prediction. The results illustrate the predictive power of exploiting a statistical model of function evolution in phylogenomic problems. A software implementation of SIFTER is available from the authors.
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Affiliation(s)
- Barbara E Engelhardt
- Department of Electrical Engineering and Computer Sciences, University of California, Berkeley, California, United States of America.
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102
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Koeris M, Funke L, Shrestha J, Rich A, Maas S. Modulation of ADAR1 editing activity by Z-RNA in vitro. Nucleic Acids Res 2005; 33:5362-70. [PMID: 16177183 PMCID: PMC1226316 DOI: 10.1093/nar/gki849] [Citation(s) in RCA: 52] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Abstract
RNA editing by A-to-I modification has been recognized as an important molecular mechanism for generating RNA and protein diversity. In mammals, it is mediated by a family of adenosine deaminases that act on RNAs (ADARs). The large version of the editing enzyme ADAR1 (ADAR1-L), expressed from an interferon-responsible promoter, has a Z-DNA/Z-RNA binding domain at its N-terminus. We have tested the in vitro ability of the enzyme to act on a 50 bp segment of dsRNA with or without a Z-RNA forming nucleotide sequence. A-to-I editing efficiency is markedly enhanced in presence of the sequence favoring Z-RNA. In addition, an alteration in the pattern of modification along the RNA duplex becomes evident as reaction times decrease. These results suggest that the local conformation of dsRNA molecules might be an important feature for target selectivity by ADAR1 and other proteins with Z-RNA binding domains.
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Affiliation(s)
- Michael Koeris
- Department of Biology, Massachusetts Institute of TechnologyCambridge, MA 02142, USA
- Institut für Biochemie, Freie Universität BerlinGermany
| | - Lars Funke
- Department of Biology, Massachusetts Institute of TechnologyCambridge, MA 02142, USA
| | - Jay Shrestha
- Department of Biology, Massachusetts Institute of TechnologyCambridge, MA 02142, USA
| | - Alexander Rich
- Department of Biology, Massachusetts Institute of TechnologyCambridge, MA 02142, USA
| | - Stefan Maas
- Department of Biological Sciences, Lehigh UniversityBethlehem, PA 18015, USA
- To whom correspondence should be addressed. Tel: +1 610 758 6276; Fax: +1 610 758 4004;
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103
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Desterro JMP, Keegan LP, Jaffray E, Hay RT, O'Connell MA, Carmo-Fonseca M. SUMO-1 modification alters ADAR1 editing activity. Mol Biol Cell 2005; 16:5115-26. [PMID: 16120648 PMCID: PMC1266412 DOI: 10.1091/mbc.e05-06-0536] [Citation(s) in RCA: 92] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022] Open
Abstract
We identify ADAR1, an RNA-editing enzyme with transient nucleolar localization, as a novel substrate for sumoylation. We show that ADAR1 colocalizes with SUMO-1 in a subnucleolar region that is distinct from the fibrillar center, the dense fibrillar component, and the granular component. Our results further show that human ADAR1 is modified by SUMO-1 on lysine residue 418. An arginine substitution of K418 abolishes SUMO-1 conjugation and although it does not interfere with ADAR1 proper localization, it stimulates the ability of the enzyme to edit RNA both in vivo and in vitro. Moreover, modification of wild-type recombinant ADAR1 by SUMO-1 reduces the editing activity of the enzyme in vitro. Taken together these data suggest a novel role for sumoylation in regulating RNA-editing activity.
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Affiliation(s)
- Joana M P Desterro
- Instituto de Medicina Molecular, Faculdade de Medicina, Universidade de Lisboa, 1649-028 Lisboa, Portugal.
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104
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Keegan LP, Brindle J, Gallo A, Leroy A, Reenan RA, O'Connell MA. Tuning of RNA editing by ADAR is required in Drosophila. EMBO J 2005; 24:2183-93. [PMID: 15920480 PMCID: PMC1150885 DOI: 10.1038/sj.emboj.7600691] [Citation(s) in RCA: 75] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/21/2005] [Accepted: 05/02/2005] [Indexed: 11/08/2022] Open
Abstract
RNA editing increases during development in more than 20 transcripts encoding proteins involved in rapid synaptic neurotransmission in Drosophila central nervous system and muscle. Adar (adenosine deaminase acting on RNA) mutant flies expressing only genome-encoded, unedited isoforms of ion-channel subunits are viable but show severe locomotion defects. The Adar transcript itself is edited in adult wild-type flies to generate an isoform with a serine to glycine substitution close to the ADAR active site. We show that editing restricts ADAR function since the edited isoform of ADAR is less active in vitro and in vivo than the genome-encoded, unedited isoform. Ubiquitous expression in embryos and larvae of an Adar transcript that is resistant to editing is lethal. Expression of this transcript in embryonic muscle is also lethal, with above-normal, adult-like levels of editing at sites in a transcript encoding a muscle voltage-gated calcium channel.
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Affiliation(s)
- Liam P Keegan
- MRC Human Genetics Unit, Western General Hospital, Edinburgh, UK
- MRC Human Genetics Unit, Western General Hospital, Crewe Road, Edinburgh EH4 2XU, UK. Tel.: +44 131 467 8417; Fax: +44 131 467 8456; E-mail:
| | - James Brindle
- MRC Human Genetics Unit, Western General Hospital, Edinburgh, UK
| | - Angela Gallo
- MRC Human Genetics Unit, Western General Hospital, Edinburgh, UK
- Ospedale Pediatrico ‘Bambino Gesù', Piazza S Onofrio, Rome, Italy
| | - Anne Leroy
- MRC Human Genetics Unit, Western General Hospital, Edinburgh, UK
| | - Robert A Reenan
- University of Connecticut Health Center, Genetics, Farmington, CT, USA
| | - Mary A O'Connell
- MRC Human Genetics Unit, Western General Hospital, Edinburgh, UK
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105
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Sallacz NB, Jantsch MF. Chromosomal storage of the RNA-editing enzyme ADAR1 in Xenopus oocytes. Mol Biol Cell 2005; 16:3377-86. [PMID: 15843431 PMCID: PMC1165419 DOI: 10.1091/mbc.e05-01-0016] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022] Open
Abstract
ADARs (adenosine deaminases that act on RNA) are RNA-editing enzymes that convert adenosines to inosines in structured or double-stranded RNAs. Expression and intracellular distribution of ADAR1 is controlled by a plethora of mechanisms suggesting that enzyme activity has to be tightly regulated. Mammalian ADAR1 is a shuttling protein, whereas Xenopus ADAR1 is exclusively nuclear. In oocytes, Xenopus ADAR1 associates with most nascent transcripts but is strongly enriched at a specific site on chromosome 3, termed the special loop. Enrichment at this site requires the presence of RNAs but is independent of ongoing transcription. Here we show that RNAs transcribed elsewhere in the genome accumulate at the special loop even in the absence of transcription. In situ hybridization experiments, however, indicate the absence of known editing substrates from this site. In the absence of transcription also other RNA binding and processing factors accumulate at the special loop, suggesting that ADAR1 is stored or assembled at the special loop in an RNA-containing complex. Nuclear injection of RNAs providing binding sites for ADAR1 dissociates the enzyme from the special loop, supporting the notion that the special loop represents a site where ADAR1 is stored, possibly for later use during development.
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Affiliation(s)
- Nina B Sallacz
- Department of Chromosome Biology, Max F. Perutz Laboratories, University of Vienna, A-1030 Vienna, Austria
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106
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107
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Tian B, Bevilacqua PC, Diegelman-Parente A, Mathews MB. The double-stranded-RNA-binding motif: interference and much more. Nat Rev Mol Cell Biol 2005; 5:1013-23. [PMID: 15573138 DOI: 10.1038/nrm1528] [Citation(s) in RCA: 193] [Impact Index Per Article: 10.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
Abstract
RNA duplexes have been catapulted into the spotlight by the discovery of RNA interference and related phenomena. But double-stranded and highly structured RNAs have long been recognized as key players in cell processes ranging from RNA maturation and localization to the antiviral response in higher organisms. Penetrating insights into the metabolism and functions of such RNAs have come from the identification and study of proteins that contain the double-stranded-RNA-binding motif.
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Affiliation(s)
- Bin Tian
- Department of Biochemistry and Molecular Biology, New Jersey Medical School, University of Medicine and Dentistry of New Jersey, 185 South Orange Avenue, PO Box 1709, Newark, New Jersey 07101-1709, USA
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108
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Schmauss C. Regulation of serotonin 2C receptor pre-mRNA editing by serotonin. INTERNATIONAL REVIEW OF NEUROBIOLOGY 2005; 63:83-100. [PMID: 15797466 DOI: 10.1016/s0074-7742(05)63004-8] [Citation(s) in RCA: 25] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/04/2023]
Affiliation(s)
- Claudia Schmauss
- Department of Psychiatry and Neuroscience, Columbia University College of Physicians & Surgeons and New York State Psychiatric Institute New York, New York 10032, USA
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109
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Liaw SH, Chang YJ, Lai CT, Chang HC, Chang GG. Crystal Structure of Bacillus subtilis Guanine Deaminase. J Biol Chem 2004; 279:35479-85. [PMID: 15180998 DOI: 10.1074/jbc.m405304200] [Citation(s) in RCA: 43] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022] Open
Abstract
Guanine deaminase, a key enzyme in the nucleotide metabolism, catalyzes the hydrolytic deamination of guanine into xanthine. The crystal structure of the 156-residue guanine deaminase from Bacillus subtilis has been solved at 1.17-A resolution. Unexpectedly, the C-terminal segment is swapped to form an intersubunit active site and an intertwined dimer with an extensive interface of 3900 A(2) per monomer. The essential zinc ion is ligated by a water molecule together with His(53), Cys(83), and Cys(86). A transition state analog was modeled into the active site cavity based on the tightly bound imidazole and water molecules, allowing identification of the conserved deamination mechanism and specific substrate recognition by Asp(114) and Tyr(156'). The closed conformation also reveals that substrate binding seals the active site entrance, which is controlled by the C-terminal tail. Therefore, the domain swapping has not only facilitated the dimerization but has also ensured specific substrate recognition. Finally, a detailed structural comparison of the cytidine deaminase superfamily illustrates the functional versatility of the divergent active sites found in the guanine, cytosine, and cytidine deaminases and suggests putative specific substrate-interacting residues for other members such as dCMP deaminases.
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Affiliation(s)
- Shwu-Huey Liaw
- Structural Biology Program, Faculty of Life Science, Institute of Biotechnology in Medicine, and Institute of Genetics, National Yang-Ming University, Taipei 11221, Taiwan.
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