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J. Biol. Chem., Vol. 281, Issue 18, 12468-12474, May 5, 2006
Fox-2 Splicing Factor Binds to a Conserved Intron Motif to Promote Inclusion of Protein 4.1R Alternative Exon 16* 1 1![]() ![]() ![]() ![]() ![]() ![]() ![]() ![]() 2
From the
Received for publication, October 25, 2005 , and in revised form, March 10, 2006.
Activation of protein 4.1R exon 16 (E16) inclusion during erythropoiesis represents a physiologically important splicing switch that increases 4.1R affinity for spectrin and actin. Previous studies showed that negative regulation of E16 splicing is mediated by the binding of heterogeneous nuclear ribonucleoprotein (hnRNP) A/B proteins to silencer elements in the exon and that down-regulation of hnRNP A/B proteins in erythroblasts leads to activation of E16 inclusion. This article demonstrates that positive regulation of E16 splicing can be mediated by Fox-2 or Fox-1, two closely related splicing factors that possess identical RNA recognition motifs. SELEX experiments with human Fox-1 revealed highly selective binding to the hexamer UGCAUG. Both Fox-1 and Fox-2 were able to bind the conserved UGCAUG elements in the proximal intron downstream of E16, and both could activate E16 splicing in HeLa cell co-transfection assays in a UGCAUG-dependent manner. Conversely, knockdown of Fox-2 expression, achieved with two different siRNA sequences resulted in decreased E16 splicing. Moreover, immunoblot experiments demonstrate mouse erythroblasts express Fox-2. These findings suggest that Fox-2 is a physiological activator of E16 splicing in differentiating erythroid cells in vivo. Recent experiments show that UGCAUG is present in the proximal intron sequence of many tissue-specific alternative exons, and we propose that the Fox family of splicing enhancers plays an important role in alternative splicing switches during differentiation in metazoan organisms.
Alternative splicing of pre-mRNA leads to the synthesis of multiple protein isoforms from a single gene. It is an important mechanism for regulating gene expression and may be utilized by 40-60% of human genes (1-4). Thus, the estimated 25,000 to 30,000 genes of the human genome can generate a much larger number of proteins. Regulation of alternative splicing occurs in both a tissue- and development-specific manner, resulting in alterations in the structure and function of critical proteins. Altered splicing regulation can also be of widespread importance in the etiology of human disease (5-7). The protein 4.1 gene family serves as an excellent model for investigating the regulation of alternative splicing. The four genes that comprise the family (4.1R, 4.1G, 4.1B, and 4.1N) display a remarkable array of highly regulated, tissue-specific splicing events. These alternative splicing events facilitate expression of distinct isoforms of 4.1 protein in cells of erythroid, epithelial, neural, and muscle origin (8-14); thus, they provide opportunities for understanding the mechanisms that regulate alternative splicing in several different cell types. To date, mechanistic studies have focused predominantly on erythroid cells, in which 4.1R protein is a structural component of the erythrocyte plasma membrane and is important for structural integrity and stability of the membrane skeleton. In differentiating erythroid progenitor cells, a dramatic switch in pre-mRNA splicing results in a physiologically important functional change in the encoded structural protein isoforms (15, 16). 4.1R protein in early progenitors, derived from transcripts in which E16 is skipped, exhibits a low affinity for spectrin and actin; in contrast, E16 inclusion in late stage erythroblasts generates a high affinity isoform (17-20). E16 splicing is influenced by multiple regulatory elements located not only in the exon but also in the flanking introns and at the splice sites themselves (21-23). One component of the regulatory machinery in erythroid cells is a stage-specific repression of E16 inclusion, mediated by binding of hnRNP3 A/B proteins to exonic splicing silencer element(s) located within the exon. Repression occurs in early erythroid progenitors, which express high levels of hnRNP A/B proteins, and repression is subsequently relieved by a substantial down-regulation of hnRNP A/B expression in later stage erythroblasts (23). Reduction in the level of splicing inhibitory proteins thus appears to be a critical feature of the physiological E16 splicing switch in erythroid cells.
In this article, we have described a second mechanism whereby E16 splicing efficiency can be regulated, in this case via the interaction of splicing activator protein(s) with positive regulatory elements in the downstream intron. Our results demonstrate phylogenetic conservation of UGCAUG splicing enhancer motifs downstream of E16, specific binding of these elements to both Fox-1 and Fox-2 splicing factor proteins, and UGCAUG-dependent stimulation of E16 splicing by both of these proteins in functional splicing assays. These findings support the emerging model of Fox protein splicing factors as important components of the cellular machinery that switches on splicing of critical alternative exons at appropriate times during development and differentiation by acting at highly specific UGCAUG intron enhancers (24-27).
NomenclatureThe splicing factors described in this article have been reported independently by multiple laboratories in different contexts and with different names. Fox-1 is also known as ataxin 2-binding protein (A2BP1 (28)) or hexaribonucleotide-binding protein 1 (HRNBP1 (29)); Fox-2 has been designated as hexaribonucleotide-binding protein 2 (HRNBP2 (29)), RBM9 (30), or Fxh (31). Both Fox genes encode multiple isoforms via alternative splicing, e.g. see cDNAs AF094849 [GenBank] , AF109106 [GenBank] , and AF229057 [GenBank] and recent publications (27, 32, 33). Genetic Data Base AnalysisHuman protein 4.1R exon 16 (May 2004 assembly, chromosome 1, nucleotides (nt) 29207550-29207612) was used as a query sequence with which to retrieve orthologous exons from other genomes, as well as flanking intron sequences, using the BLAT search tools. 4.1G exon 16 is on human chromosome 6 (nt 131242977-131243039), and 4.1B exon 16 is on human chromosome 18 (nt 5397436-5397501).
PlasmidsThe wild type 4.1R minigene was described earlier (21). In construct 4.1
Mammalian expression clones for mFox-2 siRNAsDuplex siRNAs obtained from Dharmacon were as follows. Fox-2 siRNA duplex 1: sense strand, 5'-GACAGUAUAUGGUGCAGUCUU-3'; antisense strand, 5'-PGACUGCACCAUAUACUGUCUU-3'. Fox-2 siRNA duplex 2: sense strand, 5'-CGAGAAUAGUGCUGAUGCAUU-3'; antisense strand, 5'-PUGCAUCAGCACUAUUCUCGUU-3'. Splicing AnalysisHeLa cells were transfected with plasmid DNAs using Lipofectamine 2000 according to the manufacturer's instructions (Invitrogen). Transfections with siRNA were performed for 24 h in 6-well culture dishes using 200 pmol of siRNA. Total RNA was isolated 72 h later using RNeasy columns (Qiagen). First strand cDNA was synthesized from the isolated RNA with Superscript II reverse transcriptase (Invitrogen) and an exon 17 3' primer. PCR analysis of spliced 4.1 pre-mRNA was performed using DNA primers located in exon 13 (forward primer: 5'-AGCCATTGCTCAGAGTCAGG-3') and exon 17 (reverse primer: 5'-GCGAATTCCCGGATTCAGT-3') of the 4.1 minigene. Immunoblot AnalysisHeLa cell protein extracts for immunoblot analysis were prepared by lysis in Novex Tris-glycine-SDS buffer (Invitrogen) plus dithiothreitol and boiled for 10 min. Anti-Fox-2 anti-serum (Washington Biotechnology) was raised in rabbits against a synthetic peptide, GVPHTQDYAGQT. This peptide was selected on the basis of its conservation between mouse and human Fox-2 and its divergence from mouse and human Fox-1. The Fox-2 antibody used in these experiments was affinity-purified against a synthetic peptide (GenScript Corp.) by using Affi-Gel®10 (Bio-Rad) according to the manufacturer's instructions and was diluted 1:100 in milk blotto/PBS-T solution (0.01 M phosphate-buffered saline, 0.138 M NaCl, 0.0027 M KCl, pH 7.4, 0.25% Tween). For the detection of actin, the antibody (Cytoskeleton, Inc.) was used at 1:5000 dilution. The secondary antibody was goat anti-rabbit IgG conjugated to horseradish peroxidase (1:5000 dilution). For signal detection, the Western Lightning chemiluminescence reagent kit was employed (PerkinElmer Life Sciences).
Mouse erythroblasts were obtained from the spleens of mice infected with the Friend virus, anemia-inducing strain (FVA), cultured as described previously (34, 35). Cells differentiate from proerythroblasts to enucleated reticulocytes over a period of
SELEX Analysis of Fox-1 Binding SpecificityFor SELEX (systematic evolution of ligands by exponential enrichment) (36), 500 µg of hFox-1
In Vitro Synthesis of hFox-1 and mFox-2 ProteinsHuman Fox-1 Binding of Recombinant Fox Proteins to Biotinylated RNAs Containing UGCAUG39-Mer RNAs representing nt 80-118 of intron 16 sequence were purchased from Dharmacon: wild type RNA sequence, 5'-biotin-GCCCUUGGGUUUGCAUGCCACUGCAUGAGAGACGUUUmAmG-3'; mutant sequence, 5'-biotin-GCCCUUGGGUUUGacUGCCACUGacUGAGAGACGUUUmAmG; (hexamer motifs are underlined, and mutations are represented by lowercase letters). Binding experiments were performed essentially as described previously (23). Briefly, recombinant hFox-1 or mFox-2 or hnRNP A1 was incubated with 100 pmol of biotinylated-RNA in splicing buffer for 30 min at 4 °C. RNA and associated proteins were then removed by binding to streptavidin-conjugated magnetic beads (Dynal) according to the manufacturer's instructions.
Binding Specificity of Mammalian Fox Splicing Factor Proteins for the Hexamer UGCAUGThe consensus binding site of the zebrafish splicing factor, zFox-1, was defined as the pentamer GCAUG (24). We independently cloned human Fox-1 (hFox-1) cDNA and examined its binding specificity via SELEX. As shown in Fig. 1, all of the winner sequences binding to hFox-1 contained at least one copy of the same pentamer recognized by zFox-1, and four contained two copies (sequences 6, 10, 26, and 45). However, closer examination revealed that the great majority (45 of 47) of winner sequences for the human protein contained the hexamer UGCAUG, with an additional preference for U in the seventh position, i.e. UGCAUGU. These results are consistent with the recent structural analysis of a Fox-1-UGCAUGU complex (40). This extended consensus binding site for hFox-1 may reflect evolutionary changes in the protein from fish to mammals. Alternatively, the minor difference in binding specificity may be due to the fact that the reported zebrafish Fox-1 is not the best ortholog of human Fox-1, i.e. a closer homolog with higher identity to the human Fox-1 RRM is encoded in the zebrafish genome.4 The powerful selection for winners with multiple UGCAUG elements may reflect cooperative binding of hFox-1 to regions with multiple binding sites. Notably, several of the natural occurrences of intronic UGCAUG or GCAUG splicing elements, including the 4.1 gene reported here, contain multiple elements (22, 32, 41-44).
Fig. 2 shows the domain structure of mammalian Fox-1 and two closely related Fox-2/RBM9/HRNBP2 protein isoforms (hereafter called Fox-2) that are used for functional studies in this article. The Fox-2 proteins possess different C-terminal domains and are derived from the same gene via alternative splicing, whereas Fox-1 is encoded by a separate gene. A C-terminal isoform of Fox-1 is also encoded by alternative splicing but was not studied here. All of these mammalian Fox proteins are 100% identical in the RRM domain. Outside of the RRM domain, the proteins exhibit a reduced but still highly significant homology except for the aforementioned alternative C terminus. The functional splicing experiments described below demonstrate that these novel Fox proteins can promote exon inclusion in a UGCAUG-dependent manner.
UGCAUG Elements Function as Intron Splicing Enhancers for Protein 4.1R Exon 16E16 in the 4.1R gene undergoes a splicing switch during erythropoiesis, being skipped in early progenitor cells and efficiently included at later stages (Fig. 3, top). Three repeats of the UGCAUG hexamer are located downstream of protein 4.1R E16 in the human and mouse genes, and mutations of these elements have been reported to decrease E16 inclusion (22). As shown in Fig. 3, lower panel, the presence of UGCAUG elements has been highly conserved in evolution, as 2-3 repeats are also located in the E16 proximal intronic regions of the rat, opossum, chicken, frog, and tetraodon (fish) 4.1R genes. In addition, two closely paralogous genes (4.1G and 4.1B) also possess UGCAUG repeats near alternative E16, although the surrounding intron sequences are otherwise quite divergent. These observations support a functional role for UGCAUG in regulating E16 splicing.
To test whether the conserved UGCAUG elements could function as enhancers or silencers of E16 splicing, several 4.1 pre-mRNA constructs possessing or lacking intronic hexamers were compared in functional splicing assays in transfected HeLa cells. As shown in Fig. 4, the wild type transcript with three hexamers yielded a modest inclusion efficiency for E16 (43%) among its spliced products (lower panel, lane 1). In contrast, deletion of an intronic region containing all three hexamers resulted in complete loss of E16 inclusion (Fig. 4, lower panel, lane 2, construct 4.1 Analogous results were obtained in an in vitro splicing assay utilizing HeLa cell nuclear extract. E16 splicing efficiency in the wild type pre-mRNA was dramatically reduced by deletion of the hexamer element; insertion of intact UGCAUG elements, but not mutated hexamers, rescued E16 splicing (data not shown). These results indicated that UGCAUG represents an intronic splicing enhancer for E16 splicing.
Fox Splicing Factors Promote E16 Inclusion in a UGCAUG-dependent MannerThe results reported above are consistent with a model in which Fox-1 and Fox-2 function as UGCAUG-dependent splicing factors that activate E16 splicing. This hypothesis was tested directly using a HeLa cell transfection strategy and asking whether Fox-1 or Fox-2 expression plasmids could stimulate E16 inclusion in 4.1 pre-mRNAs. Whereas the transfected wild type 4.1R construct alone exhibited only about 35% inclusion (Fig. 5A, 4.1wt), co-transfection with a full-length Fox-1 or Fox-2 expression plasmid significantly increased E16 inclusion to 80 or 70%, respectively. Additional transfection experiments revealed that despite the difference in C-terminal sequences of Fox-2a and Fox-2b, no significant difference in their ability to stimulate E16 splicing was observed (data not shown).
To test whether this observed Fox protein enhancer activity was dependent on the presence of UGCAUG, further transfection experiments were performed. Pre-mRNA constructs containing or lacking the UGCAUG elements were co-transfected with the Fox-1 or Fox-2 expression plasmids. In contrast to the wild type pre-mRNA transfection, neither protein stimulated E16 splicing in pre-mRNA substrates from which the hexamers had been deleted (construct 4.1 hex). Replacement of wild type hexamers (construct 4.1 hexwt) but not mutated hexamers (construct 4.1 hexmut) strongly restored the ability of Fox-1 and Fox-2 to stimulate E16 splicing. The low level of splicing stimulated by Fox-2 in construct 4.1 hexmut is not understood and may indicate that splicing regulation is more complex in vivo. However, the major enhancement of splicing by Fox-2 is clearly UGCAUG-dependent. To confirm that Fox-proteins are indeed expressed even in the constructs that show no E16 splicing, immunoblot analysis was performed (Fig. 5B). As expected, in those cells that contain the Fox expression plasmid, a stronger Fox-1 or Fox-2 signal could be detected (indicated by arrows in Fig. 5B) in comparison with all other transfection samples. This observation is not due to a larger amount of protein sample loaded on the gel, as demonstrated by the actin detection (Fig. 5B, lower panels). Together, these results suggest that both Fox proteins can rescue splicing in a UGCAUG-dependent manner. To further confirm the correlation of Fox proteins and E16 splicing, the effect on splicing was investigated when the protein expression was decreased by RNA interference. Therefore, HeLa cells were transfected with the 4.1R minigene construct and siRNA duplexes against the Fox-2 gene. As shown in Fig. 6, co-transfection with siRNA duplex 1 led to a substantial reduction of E16 splicing in comparison to the wild type pre-mRNA. This result correlates with a decrease in Fox-2 expression, demonstrated by immunoblot analysis (Fig. 6, middle panel). SiRNA duplex 2 caused a more dramatic effect; about 50% knockdown of Fox-2 protein was achieved leading to a nearly complete loss of E16 inclusion compared with the 4.1R pre-mRNA. Taken together, these data indicate that Fox proteins are splicing factors that enhance E16 splicing in HeLa cells. hFox-1 and mFox-2 Bind Specifically to the UGCAUG Elements in 4.1R Intron 16Several observations suggest that splicing activity of Fox-1 and Fox-2 requires binding to UGCAUG elements in 4.1R intron 16: (i) the SELEX identification of UGCAUG as the binding site for hFox-1; (ii) the identity of the RRM domain of Fox-1 and Fox-2; and (iii) the UGCAUG-dependence of the enhancer activities of both proteins. To directly demonstrate UGCAUG-dependent binding, we expressed recombinant Fox proteins by in vitro transcription and translation and tested their ability to bind wild type or mutated intron 16 sequences. Biotinylated RNAs representing the region 80-118 nt downstream of E16 were employed in a pulldown assay to assess binding. Each RNA contained either two wild type UGCAUG elements or two mutated UGACUG hexamers. As shown in Fig. 7, wild type intron 16 sequence pulled down both hFox-1 and mFox-2 (hexwt lanes); in contrast, mutant intron 16 RNA bound much lower quantities of either protein when assayed in parallel under identical conditions (Fig. 7, hexmut lanes). The immunoblot using anti-hnRNP A1 served as a control to demonstrate the integrity of the mutant oligonucleotide by virtue of its ability to bind hnRNP A1 similarly to the wild type RNA sequence. Notably, the mutant hexamer was defective both in binding to Fox-1/Fox-2 proteins and in its enhancer activity for E16 splicing. This correlation strongly suggests that binding is directly relevant to enhancer activity. Expression of Fox-2 in Erythroid Progenitor CellsIf Fox splicing factors play a role in activating the alternative splicing switch of E16 during erythroid differentiation, one would predict that Fox-2 expression levels should increase relative to that of the silencing factor hnRNP A1 (23). This hypothesis was tested using the in vitro differentiation system for mouse erythroblasts isolated from the spleen of Friend virus-infected mice. As demonstrated earlier (23), E16 was excluded in RNA prepared from freshly isolated mouse erythroblasts but was efficiently included in RNA prepared from erythroblasts differentiated in the presence of erythropoietin (Fig. 8, top panel). Protein extracts prepared at time points before and after the splicing switch were then immunoblotted with antibodies to both Fox-2 and hnRNP A1. Fox-2 was detected in the early erythroblasts, and its level changed little in mature cells after the splicing switch (Fig. 8, middle two panels). In contrast, hnRNP A1 expression was significantly reduced after the splicing switch (Fig. 8, bottom two panels). These results reveal a substantial increase in the Fox-2:hnRNP A1 expression ratio, consistent with a physiological role for Fox-2 in regulating alternative splicing in late erythroid differentiation.
In this article we have demonstrated that the Fox family of pre-mRNA splicing regulatory proteins, acting through UGCAUG intronic enhancer element(s), stimulates inclusion of alternative E16 in protein 4.1R pre-mRNA. These results provide new insights into the tissue-specific control of E16 splicing. According to our working model, E16 splicing is an ordered process that begins with activation of the weak 5'-splice site to facilitate removal of the downstream intron (21). Use of this 5'-splice site is inhibited directly or indirectly by binding of hnRNP A/B proteins to a well characterized silencer element in E16 (45) and a putative second exonic site,5 as well as potentially in the downstream intron (Fig. 9). Counterbalancing the silencer activity are multiple enhancer elements in the purine-rich region of E16 (23), in the downstream conserved region of the exon (46), and in the downstream intron (22). This suggests multiple modes of regulation through dynamic antagonism (47) among opposing silencer and enhancer activities. Competition between Fox-1/Fox-2 and hnRNP A1 may be one important determinant of E16 splicing efficiency. Indeed, down-regulation of hnRNP A1 expression in late erythropoiesis relieves the splicing silencing activity to allow activation of E16 splicing (23).
E16 is included not only in late stage erythroblasts but also in muscle and in brain (9, 10, 13). Therefore, there may be more than one mechanism via which cells integrate input from distinct differentiation signals to make a splicing decision to include E16. For example, whereas down-regulation of hnRNP A1 is critical for E16 activation in erythroid cells, increased expression of Fox proteins in muscle and/or brain might be sufficient to switch on E16 splicing, independent of changes in cellular hnRNP A1 levels. Experiments exploring splicing factors interactions during muscle, and neural differentiation will be required to fully elucidate the splicing regulatory networks responsible for E16 regulation in various cell types. The observation that Fox-2 is significantly expressed in mouse erythroblasts suggests that it is a likely physiological activator of splicing in differentiating erythroid cells. We propose that Fox-2 and its homologs play an important role in tissue-specific alternative splicing regulation in metazoan organisms, perhaps by functioning as part of a molecular switch acting at intronic UGCAUG enhancer elements to activate exon inclusion with the appropriate temporal and spatial specificity. This hypothesis is supported by the observations that: (i) UGCAUG is a critical regulatory element for proper tissue-specific splicing of calcitonin/CGRP (calcitonin gene-related peptide), fibronectin, myosin II heavy chain B, and c-Src pre-mRNAs (41-44,48); (ii) UGCAUG is statistically highly over-represented in the proximal downstream intron of many brain- and muscle-specific exons (25, 26, 49); (iii) recombinant Fox-1 promotes muscle-specific splicing in a (U)GCAUG-dependent manner (24); and (iv) Fox-2 enhances inclusion of an exon normally activated during erythroid differentiation (this study). We speculate that the high binding specificity of Fox proteins is advantageous for splicing switch mechanism(s) designed to activate a limited repertoire of splicing events in response to a specific signaling mechanism in a specific cell type. Increased cellular levels of Fox splicing activity could then facilitate splicing switches in selected target transcripts, analogous to the stimulation of 4.1R E16 splicing that occurs in Fox-transfected HeLa cells, without effecting large general changes in splicing of many pre-mRNAs. The reported up-regulation of Fox-2/RBM9 in androgen-stimulated spinal motor neurons (31) suggests that it would be interesting to examine these cells for potential Fox-2-mediated activation of brain-specific exons reported earlier to possess proximal intronic UGCAUG elements (25). Alternatively, decreased expression of antagonistic splicing inhibitor proteins could also activate splicing of Fox-responsive exons. Fox proteins have a long evolutionary history, with close homologs in the genomes of Caenorhabditis elegans and Drosophila in addition to the zebrafish protein reported earlier. Likewise, the UGCAUG binding sites for Fox splicing factors are conserved not only in the proximal intron sequences of 4.1R E16 (Fig. 3) but also adjacent to brain-specific exons from several vertebrate orders (25, 26). It will be interesting to elucidate the full extent of Fox splicing factor function in the regulation of alternative splicing in various cell types in higher eukaryotes. Many questions remain to be addressed concerning the mechanism of action for this exciting new class of splicing regulators. One might speculate that Fox proteins function as adaptors to recruit spliceosomal machinery to a regulated exon (50), perhaps synergizing with the action of exonic SR proteins or with other intronic activators (e.g. see Ref. 51). Another vitally important issue relates to how Fox enhancer activity could be regulated in a tissue-specific manner, especially given the apparent expression of Fox proteins in multiple tissues. Do the same two (or a few) Fox genes mediate splicing switches in the appropriate temporal and spatial patterns during differentiation of various types of neural and muscle cells, as well as in erythroid and potentially other cell types? These issues are likely to be as interesting as they are complex. Analogous to several other splicing factors, the Fox proteins exist as a mixture of alternatively spliced isoforms (27, 32, 33). Future studies will likely reveal that tissue-specific expression of splicing co-activator proteins, and/or tissue-specific expression of functionally distinct Fox protein spliceoforms, is an essential requirement for precise developmental regulation.
* This work was supported by National Institutes of Health Grants HL45182 and DK32094, by a research fellowship from the German Research Foundation (DFG) (to C. S.), and by the Director, Office of Biological and Environmental Research, United States Dept. of Energy, under Contract DE-AC03-76SF00098. The costs of publication of this article were defrayed in part by the payment of page charges. This article must therefore be hereby marked "advertisement" in accordance with 18 U.S.C. Section 1734 solely to indicate this fact.
1 These authors contributed equally to this work. 2 To whom correspondence should be addressed: Lawrence Berkeley National Laboratory, Life Sciences Division, 1 Cyclotron Rd., Mail-stop 74-157, Berkeley, CA 94720. Tel.: 510-486-6973; Fax: 510-486-6746; E-mail: jgconboy{at}lbl.gov.
3 The abbreviations used are: hnRNP, heterogeneous nuclear ribonucleoprotein; hFox, human Fox protein; mFox, mouse Fox protein; zFox, zebrafish Fox protein; nt, nucleotide(s); siRNA, small interfering RNA; RRM, RNA recognition motif.
4 J. G. Conboy, our unpublished observations.
5 V. C. Hou, J. L. Ponthier, S. L. Gee, and J. G. Conboy, unpublished data.
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