Proteomic analysis of RNA-binding proteins in dry seeds of rice after fractionation by ssDNA affinity column chromatography

In proteomic analysis, one of the major limitations is the detection of low-abundance proteins. To detect low-abundance RNA-binding proteins in mature dry seeds of rice, fractionation by single stranded DNA (ssDNA) affinity column chromatography was carried out before analysis by two-dimensional gel electrophoresis (2-DE). Proteomic analysis of the ssDNA-binding fraction revealed the existence of three types of RNA-binding proteins, including a K homology (KH) domain containing protein, a putative RNA-binding protein and a glycine-rich RNA-binding protein, in mature seeds. In addition, decreases in the putative RNA-binding protein and glycine-rich RNA-binding protein after absorbing water in seeds appear to be associated with seed germination.     

Characterization of an RNA granule from developing brain

In brain, mRNAs are transported from the cell body to the processes, allowing for local protein translation at sites distant from the nucleus. Using subcellular fractionation, we isolated a fraction from rat embryonic day 18 brains enriched for structures that resemble amorphous collections of ribosomes. This fraction was enriched for the mRNA encoding beta-actin, an mRNA that is transported in dendrites and axons of developing neurons. Abundant protein components of this fraction, determined by tandem mass spectrometry, include ribosomal proteins, RNA-binding proteins, microtubule-associated proteins (including the motor protein dynein), and several proteins described only as potential open reading frames. The conjunction of RNA-binding proteins, transported mRNA, ribosomal machinery, and transporting motor proteins defines these structures as RNA granules. Expression of a subset of the identified proteins in cultured hippocampal neurons confirmed that proteins identified in the proteomics were present in neurites associated with ribosomes and mRNAs. Moreover many of the expressed proteins co-localized together. Time lapse video microscopy indicated that complexes containing one of these proteins, the DEAD box 3 helicase, migrated in dendrites of hippocampal neurons at the same speed as that reported for RNA granules. Although the speed of the granules was unchanged by activity or the neurotrophin brain-derived neurotrophic factor, brain-derived neurotrophic factor, but not activity, increased the proportion of moving granules. These studies define the isolation and composition of RNA granules expressed in developing brain.     

Comparative study of cytoplasmic RNA-binding proteins of eukaryotic cells: content and polypeptide composition]

The specific RNA-binding activity of cytoplasmic extracts of a number of eukaryotic cells and tissues was determined by sorption of radioactive RNA on nitrocellulose filters. This activity varies within a wide range: from 0,5 up to 80 microgram of 23S-RNA per mg of extract protein. The percentage of RNA-binding proteins as measured by their adsorption on RNA-Sepharose is 0,3--60% of total protein of cytoplasmic extracts and is well-correlated with their RNA-binding activity. The variability of the RNA-binding activity of the isolated preparations of RNA-binding proteins (from 100 to 300 microgram of 23S-RNA per mg of protein) is indicative of their qualitative differences. The analysis of the polypeptide composition of RNA-binding proteins revealed that the set of the major polypeptide chains is rather simple (with few exceptions) and includes both universal components with mol. weights of about 36,000, 49,000 and 95,000 characteristic of a number of cells and tissues and tissue- and species-specific polypeptides. Upon differentiation of rabbit reticulocytes into erythrocytes the percentage of RNA-binding proteins is decreased 4-fold and one of the three main polypeptides with the mol. weight of about 95,000 disappears. After fecundation of sea urchin ovicelles the polypeptide with the mol. weight of 37,000 disappears from the preparations of RNA-binding proteins and at the morula stage two new components with the mol. weights of about 35,000 and 26,000 appear instead of it. The germination of wheat embryos results in a two-fold increase of the percentage of RNA-binding proteins without any essential changes of the set of main polypeptide chains.     

Structure of Hsp15 reveals a novel RNA-binding motif

We have solved the crystal structure of the heat shock protein Hsp15, a newly isolated and very highly inducible heat shock protein that binds the ribosome. Comparison of its structure with those of two RNA-binding proteins, ribosomal protein S4 and threonyl-tRNA synthetase, reveals a novel RNA-binding motif. This newly recognized motif is remarkably common, present in at least eight different protein families that bind RNA. The motif's surface is populated by conserved, charged residues that define a likely RNA-binding site. An intriguing pattern emerges: stress proteins, ribosomal proteins and tRNA synthetases repeatedly share a conserved motif. This may imply a hitherto unrecognized functional similarity between these three protein classes.     

Proteomics of bovine mitochondrial RNA-binding proteins: HES1/KNP-I is a new mitochondrial resident protein

Proteomic analysis of bovine mitochondrial proteins with affinity to polyAdenylate or polyUridylate was performed in an effort to identify novel RNA-binding mitochondrial proteins. We have used 2D gel electrophoresis and MALDI-QqTOF mass spectrometry to identify a total of 64 proteins, of which 51 have defined mitochondrial function including 6 known RNA-binding proteins. HES1/KNP-I from the polyA-binding fraction of mitochondrial Triton extract showed exclusive mitochondrial localization when expressed in GFP-tagged form. The HES1/KNP-I gene is on human chromosome 21q22.3 and may be involved in several disorders mapped to that region. Thus, HES1/KNP-I is a proven mitochondrial resident protein with apparent tight membrane association and tentative RNA-binding properties.     

Classifying RNA-binding proteins based on electrostatic properties

Protein structure can provide new insight into the biological function of a protein and can enable the design of better experiments to learn its biological roles. Moreover, deciphering the interactions of a protein with other molecules can contribute to the understanding of the protein's function within cellular processes. In this study, we apply a machine learning approach for classifying RNA-binding proteins based on their three-dimensional structures. The method is based on characterizing unique properties of electrostatic patches on the protein surface. Using an ensemble of general protein features and specific properties extracted from the electrostatic patches, we have trained a support vector machine (SVM) to distinguish RNA-binding proteins from other positively charged proteins that do not bind nucleic acids. Specifically, the method was applied on proteins possessing the RNA recognition motif (RRM) and successfully classified RNA-binding proteins from RRM domains involved in protein-protein interactions. Overall the method achieves 88% accuracy in classifying RNA-binding proteins, yet it cannot distinguish RNA from DNA binding proteins. Nevertheless, by applying a multiclass SVM approach we were able to classify the RNA-binding proteins based on their RNA targets, specifically, whether they bind a ribosomal RNA (rRNA), a transfer RNA (tRNA), or messenger RNA (mRNA). Finally, we present here an innovative approach that does not rely on sequence or structural homology and could be applied to identify novel RNA-binding proteins with unique folds and/or binding motifs.     

Polysomes of Trypanosoma brucei: Association with Initiation Factors and RNA-Binding Proteins

We report here the results of experiments designed to identify RNA-binding proteins that might be associated with Trypanosoma brucei polysomes. After some preliminary mass spectrometry of polysomal fractions, we investigated the distributions of selected tagged proteins using sucrose gradients and immunofluorescence. As expected, the polysomal fractions contained nearly all annotated ribosomal proteins, the translation-associated protein folding complex, and many translation factors, but also many other abundant proteins. Results suggested that cap-binding proteins EIF4E3 and EIF4E4 were associated with both free and membrane-bound polysomes. The EIF4E binding partners EIF4G4 and EIF4G3 were present but the other EIF4E and EIF4G paralogues were not detected. The dominant EIF4E in the polysomal fraction is EIF4E4 and very few polysomal mRNAs are associated with EIF4G. Thirteen potential mRNA-binding proteins were detected in the polysomes, including the known polysome-associated protein RBP42. The locations of two of the other proteins were tested after epitope tagging: RBP29 was in the nucleus and ZC3H29 was in the cytoplasm. Quantitative analyses showed that specific association of an RNA-binding protein with the polysome fraction in sucrose gradients will not be detected if the protein is in more than 25-fold molar excess over its target binding sites.     

The human RD protein is closely related to nuclear RNA-binding proteins and has been highly conserved

We have isolated cDNA clones encoding the human RD protein, which is closely related to several known nuclear RNA-binding proteins. The RD protein contains a 60-amino acid (aa) tract almost entirely of alternating basic and acidic aa, (RD)_n, primarily arginine (Arg; R) and aspartic acid (Asp; D). The protein also contains an ‘RNP sequence domain’. Arg-rich tracts and the RNP sequence domain are both features of nuclear RNA-binding proteins. However, we have been unable to detect RNA-binding by the human RD protein. The very strong evolutionary conservation of the mammalian RD protein as sequence suggests that it plays an important role in the cell.     

Large-scale identification of tubulin-binding proteins provides insight on subcellular trafficking, metabolic channeling, and signaling in plant cells

Microtubules play an essential role in the growth and development of plants and are known to be involved in regulating many cellular processes ranging from translation to signaling. In this article, we describe the proteomic characterization of Arabidopsis tubulin-binding proteins that were purified using tubulin affinity chromatography. Microtubule co-sedimentation assays indicated that most, if not all, of the proteins in the tubulin-binding protein fraction possessed microtubule-binding activity. Two-dimensional gel electrophoresis of the tubulin-binding protein fraction was performed, and 86 protein spots were excised and analyzed for protein identification. A total of 122 proteins were identified with high confidence using LC-MS/MS. These proteins were grouped into six categories based on their predicted functions: microtubule-associated proteins, translation factors, RNA-binding proteins, signaling proteins, metabolic enzymes, and proteins with other functions. Almost one-half of the proteins identified in this fraction were related to proteins that have previously been reported to interact with microtubules. This study represents the first large-scale proteomic identification of eukaryotic cytoskeleton-binding proteins, and provides insight on subcellular trafficking, metabolic channeling, and signaling in plant cells.     

Proteome-wide prediction of novel DNA/RNA-binding proteins using amino acid composition and periodicity in the hyperthermophilic archaeon Pyrococcus furiosus.

Proteins play a critical role in complex biological systems, yet about half of the proteins in publicly available databases are annotated as functionally unknown. Proteome-wide functional classification using bioinformatics approaches thus is becoming an important method for revealing unknown protein functions. Using the hyperthermophilic archaeon Pyrococcus furiosus as a model species, we used the support vector machine (SVM) method to discriminate DNA/RNA-binding proteins from proteins with other functions, using amino acid composition and periodicities as feature vectors. We defined this value as the composition score (CO) and periodicity score (PD). The P. furiosus proteins were classified into three classes (I-III) on the basis of the two-dimensional correlation analysis of CO score and PD score. As a result, approximately 87% of the functionally known proteins categorized as class I proteins (CO score + PD score > 0.6) were found to be DNA/RNA-binding proteins. Applying the two-dimensional correlation analysis to the 994 hypothetical proteins in P. furiosus, a total of 151 proteins were predicted to be novel DNA/RNA-binding protein candidates. DNA/RNA-binding activities of randomly chosen hypothetical proteins were experimentally verified. Six out of seven candidate proteins in class I possessed DNA/RNA-binding activities, supporting the efficacy of our method.     

Expression of TAR RNA-binding protein in baculovirus and co-immunoprecipitation with insect cell protein kinase

TAR RNA-binding protein TRBP was originally isolated by its binding affinity for radiolabeled HIV-1 leader RNA. Subsequent studies have suggested that this protein is one member of a family of double-stranded RNA-binding proteins. Recent findings indicate that TRBP might function to antagonize the translational inhibitory effect that can be mediated through cellular protein kinase, PKR. Here, we report on the over-expression of a cDNA coding for TRBP in eukaryotic SF9 cells using baculovirus. We characterized the nuclear localization of TRBP in insect cells, and we demonstrate that TRBP co-immunoprecipitates with a protein in these cells antigenically related to human PKR.     

Purification and molecular cloning of a novel essential component of the apolipoprotein B mRNA editing enzyme-complex

Editing of apolipoprotein B (apoB) mRNA requires the catalytic component APOBEC-1 together with "auxiliary" proteins that have not been conclusively characterized so far. Here we report the purification of these additional components of the apoB mRNA editing enzyme-complex from rat liver and the cDNA cloning of the novel APOBEC-1-stimulating protein (ASP). Two proteins copurified into the final active fraction and were characterized by peptide sequencing and mass spectrometry: KSRP, a 75-kDa protein originally described as a splicing regulating factor, and ASP, a hitherto unknown 65-kDa protein. Separation of these two proteins resulted in a reduction of APOBEC-1-stimulating activity. ASP represents a novel type of RNA-binding protein and contains three single-stranded RNA-binding domains in the amino-terminal half and a putative double-stranded RNA-binding domain at the carboxyl terminus. Purified recombinant glutathione S-transferase (GST)-ASP, but not recombinant GST-KSRP, stimulated recombinant GST-APOBEC-1 to edit apoB RNA in vitro. These data demonstrate that ASP is the second essential component of the apoB mRNA editing enzyme-complex. In rat liver, ASP is apparently associated with KSRP, which may confer stability to the editing enzyme-complex with its substrate apoB RNA serving as an additional auxiliary component.     

The cytoplasmic coatomer protein COPI. A potential translational regulator.

Expression of the asialoglycoprotein receptor (ASGR) by the human hepatocellular carcinoma cell lines HepG2 and HuH-7 in response to intracellular cGMP concentrations was previously shown to be regulated at the translational level (1). Stable transfection of COS-7 cells with deletion constructs encoding the asialoglycoprotein receptor H2b subunit localized the cGMP-responsive cis-acting element to the mRNA 5'-untranslated region. Resolution by anion exchange chromatography of an S-100 isolated from human liver resulted in the partial purification of an RNA-binding protein specific to this cis-acting element. Northwestern analysis using the 5'-untranslated region as probe indicated that a 140-kDa protein was the potential RNA-binding protein. Sequence of tryptic peptides suggested that the 140-kDa protein was the alpha-COP subunit of coatomer protein COPI, usually associated with trans-Golgi network membrane traffic. Immunoblot analysis confirmed the presence of alpha-COP in the Mono-Q fraction as well as that of a second coatomer subunit, beta-COP. Antibody induced gel retardation supershift confirmed the identification of the RNA-binding proteins as alpha- and beta-COP. Although the RNA recognition motif appears to reside solely in alpha-COP, antibody-induced supershift strongly indicated that the entire coatomer complex was the trans-acting factor. Depletion of S-100 with the antibody to beta-COP confirmed that the coatomer was the sole protein binding to the ASGR mRNA 5'-untranslated region in liver cytosol and responsible for inhibition of in vitro translation of the asialoglycoprotein receptor.     

cDNA structure, expression and nucleic acid-binding properties of three RNA-binding proteins in tobacco: occurrence of tissue-specific alternative splicing.

Three cDNAs encoding RNA-binding proteins were isolated from a tobacco (Nicotiana sylvestris) cDNA library. The predicted proteins (RGP-1) are homologous to each other and consist of a consensus-sequence type RNA-binding domain of 80 amino acids in the N-terminal half and a glycine-rich domain of 61-78 amino acids in the C-terminal half. Nucleic acid-binding assay using the in vitro synthesized RGP-1 protein confirmed that it is an RNA-binding protein. Based on its strong affinity for poly(G) and poly(U), the RGP-1 proteins are suggested to bind specifically to G and/or U rich sequences. All three genes are expressed in leaves, roots, flowers and cultured cells, however, the substantial amount of pre-mRNAs are accumulated especially in roots. Sequence analysis and ribonuclease protection assay indicated that significant amounts of alternatively spliced mRNAs, which are produced by differential selection of 5' splice sites, are also present in various tissues. Tissue-specific alternative splicing was found in two of the three genes. The alternatively spliced mRNAs are also detected in polysomal fractions and are suggested to produce truncated polypeptides. A possible role of this alternative splicing is discussed.     

cDNA encoding a wheat (Triticum aestivum cv. Chinese Spring) glycine-rich RNA-binding protein

A wheat cDNA encoding a glycine-rich RNA-binding protein, whGRP-1, was isolated. WhGRP-1 contains two conserved domains, the RNA-binding motif (RNP motif) combined with a series of glycine-rich imperfect repeats, characteristic of a conserved family of plant RNA-binding proteins. Northern analysis revealed that whGRP-1 mRNA accumulates to high levels in roots and to lower levels in leaves of wheat seedlings. whGRP-1 mRNA accumulation is not enhanced by exogenous abscisic acid in seedlings and accumulates to very high levels during wheat embryo development, showing a pattern different from that of the ABA-inducible wheat Em gene.     

Identifying RNA-binding residues based on evolutionary conserved structural and energetic features

Increasing numbers of protein structures are solved each year, but many of these structures belong to proteins whose sequences are homologous to sequences in the Protein Data Bank. Nevertheless, the structures of homologous proteins belonging to the same family contain useful information because functionally important residues are expected to preserve physico-chemical, structural and energetic features. This information forms the basis of our method, which detects RNA-binding residues of a given RNA-binding protein as those residues that preserve physico-chemical, structural and energetic features in its homologs. Tests on 81 RNA-bound and 35 RNA-free protein structures showed that our method yields a higher fraction of true RNA-binding residues (higher precision) than two structure-based and two sequence-based machine-learning methods. Because the method requires no training data set and has no parameters, its precision does not degrade when applied to ‘novel’ protein sequences unlike methods that are parameterized for a given training data set. It was used to predict the ‘unknown’ RNA-binding residues in the C-terminal RNA-binding domain of human CPEB3. The two predicted residues, F430 and F474, were experimentally verified to bind RNA, in particular F430, whose mutation to alanine or asparagine nearly abolished RNA binding. The method has been implemented in a webserver called DR_bind1, which is freely available with no login requirement at http://drbind.limlab.ibms.sinica.edu.tw.