Literature DB >> 24983480

Supraspliceosomes at defined functional states portray the pre-assembled nature of the pre-mRNA processing machine in the cell nucleus.

Hani Kotzer-Nevo1, Flavia de Lima Alves2, Juri Rappsilber3, Joseph Sperling4, Ruth Sperling5.   

Abstract

When isolated from mammalian cell nuclei, all nuclear pre-mRNAs are packaged in multi-subunit large ribonucleoprotein complexes-supraspliceosomes-composed of four native spliceosomes interconnected by the pre-mRNA. Supraspliceosomes contain all five spliceosomal U snRNPs, together with other splicing factors, and are functional in splicing. Supraspliceosomes studied thus far represent the steady-state population of nuclear pre-mRNAs that were isolated at different stages of the splicing reaction. To analyze specific splicing complexes, here, we affinity purified Pseudomonas aeruginosa phage 7 (PP7)-tagged splicing complexes assembled in vivo on Adenovirus Major Late (AdML) transcripts at specific functional stages, and characterized them using molecular techniques including mass spectrometry. First, we show that these affinity purified splicing complexes assembled on PP7-tagged AdML mRNA or on PP7-tagged AdML pre-mRNA are assembled in supraspliceosomes. Second, similar to the general population of supraspliceosomes, these defined supraspliceosomes populations are assembled with all five U snRNPs at all splicing stages. This study shows that dynamic changes in base-pairing interactions of U snRNA:U snRNA and U snRNA:pre-mRNA that occur in vivo during the splicing reaction do not require changes in U snRNP composition of the supraspliceosome. Furthermore, there is no need to reassemble a native spliceosome for the splicing of each intron, and rearrangements of the interactions will suffice.

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Year:  2014        PMID: 24983480      PMCID: PMC4139805          DOI: 10.3390/ijms150711637

Source DB:  PubMed          Journal:  Int J Mol Sci        ISSN: 1422-0067            Impact factor:   5.923


1. Introduction

The maturation of all pre-mRNA expressed from human protein-coding genes requires the processing of the pre-mRNA to an mRNA that can be transported from the nucleus to the cytoplasm to encode for proteins. The processing steps include capping of the 5' end, processing of the 3' end, editing and splicing. Splicing of the pre-mRNA molecule occurs within the spliceosome, a huge ribonucleoprotein (RNP) complex. The accuracy and efficiency of pre-mRNA splicing is attributed to a number of trans-acting factors, which include the spliceosomal uridine-rich small nuclear ribonucleoprotein complexes (U1, U2, U4, U5, and U6 snRNPs) and several non snRNP protein splicing factors, as well as to cis-acting sequence elements. The latter include 5' and 3' splice sites, a branch point, and a polypyrimidine tract. Splicing enhancers and silencers are additional control elements, which play an important role in both constitutive and alternative splicing by interacting with splicing factors, such as the Serine/Arginine (SR) rich protein family [1]. Studies in vitro have shown that the assembly of the spliceosome occurs in a stepwise manner [2,3,4]. The U snRNPs are central components of the spliceosome. They participate in splice-site recognition and have an essential function in splicing through cooperative RNA:RNA interactions between the snRNAs and the pre-mRNA [2,3,5]. The assembly of the spliceosome involves an intricate series of interactions between the five major U snRNPs, as well as with a number of non-snRNP splicing factors, which are dynamically recruited to the spliceosome when an exogenous pre-mRNA is added to a nuclear extract. A pre-catalytic complex involves the five-spliceosomal U snRNPs, yet the splicing active complex contains U2.U5/U6 snRNPs [1]. Regulated splicing, as well as constitutive splicing, operates through the combinatorial interplay of positive and negative regulatory signals present in the pre-mRNA, which are recognized by trans-acting factors. The most studied of the latter are members of the hnRNP and SR protein families. SR proteins, characterized by serine and arginine-rich protein motive, bind RNA through their RNA recognition motives (RRMs), while their SR domain appears to enable protein–protein and protein–RNA interactions during the splicing reaction. SR proteins show distinct RNA binding specificities for exonic splicing enhancers (ESEs), and multiple binding sites for several SR proteins are found in the same exon [6,7,8]. The hnRNP proteins are a diverse group of RNA binding proteins, with an RNA-binding domain (RBD). They are associated with RNA Pol II transcripts and play a key role in regulation of pre-mRNA splicing [9]. The high fidelity of exon recognition is thus achieved by the combination of multiple weak protein:protein, protein:RNA, and RNA:RNA interactions. The composition of splicing complexes assembled in vitro was analyzed by mass spectrometry [1,10,11], mainly of affinity purified RNA-tagged spliceosomes. These studies showed over hundred proteins that are associated with the in vitro assembled spliceosome, and reported changes in protein composition that occurred during the splicing reaction. Mass spectrometry analysis of the general population of splicing complexes isolated from nuclei and co-immunoprecipitated by anti-Sm MAbs revealed 177 polypeptides [12]. When isolated from mammalian cell nuclei, Pol II transcripts are found assembled in huge (21 MDa) nuclear RNP particles termed supraspliceosomes. The entire repertoire of nuclear pre-mRNAs, independent of their length or the number of introns they contain, appear to be assembled in splicing-active supraspliceosomes [13]. Supraspliceosomes harbor all five spliceosomal U snRNPs and splicing factors [14,15]. In addition to the constitutive splicing factors, a number of splicing regulatory factors were found to be predominantly associated with supraspliceosomes. These include all phosphorylated SR proteins [16]; the splicing regulatory factor hnRNP G [17]; and the alternative splicing factors RBM4 and WT1, which co-interact to influence alternative splicing [18], and the regulatory splicing factor ZRANB2 [19]. Supraspliceosomes also harbor other components of pre-mRNA processing, such as the cap-binding proteins, components of the 3' end processing activity [20], and the editing enzymes ADAR1 and ADAR2 [21]. Taken together, these observations support the view that the supraspliceosome is the nuclear pre-mRNA processing machine. Structural studies revealed that the supraspliceosome is composed of four apparently similar splicing active substructures—native spliceosomes—each resembling an in vitro assembled spliceosome, which are connected by the pre-mRNA [15,22,23,24,25,26]. The 3-D structure of the native spliceosome was determined by the cryo-electron microscopy (cryo-EM) single particle technique at a resolution of 20 Å, and revealed an elongated globular particle composed of a large and a small subunit [25]. Within the supraspliceosome, the native spliceosomes are arranged such that their small subunits reside in its center. This configuration allows communication between the native spliceosomes, which is a crucial element for regulated splicing and for quality control of the resulting mRNAs [15,26]. Previous studies of supraspliceosomes analyzed the steady state population of nuclear complexes assembled on the general population of Pol II transcripts, having different sequences and number of introns and likely assembled at different stages of the splicing reaction. Here we focused on analysis of splicing complexes assembled on a specific transcript at a defined functional state. For this aim we affinity purified splicing complexes assembled on transcripts harboring a Pseudomonas aeruginosa phage 7 (PP7)-tag, which we inserted in the 3'UTR or in the intron. We show that the affinity purified splicing complexes, which were isolated via their PP7-tag, are assembled in supraspliceosomes. We further show that supraspliceosomes assembled on a specific mRNA or pre-mRNA contain all five spliceosomal U snRNPs. We can, thus, conclude that supraspliceosomes isolated from mammalian cell nuclei have all five spliceosomal U snRNAs associated with them at all splicing stages. However, we do observe some differences in the protein composition of supraspliceosomes from the different splicing stages.

2. Results and Discussion

The structural and functional analysis of supraspliceosomes performed so far was of the steady state population of complexes assembled on the general population of nuclear pre-mRNAs, each harboring a different number of introns and is likely to represent a different step of the splicing process [13,14,15,22,24,27]. Importantly, solving the structure of the supraspliceosome, at 20 Å resolution [25], and the fact that the scanning transmission EM (STEM) mass measurements revealed a relatively uniform mass for the supraspliceosome (21.1 ± 1.6 MDa; n = 400) [24], likely reflects the presence of a general basic structure—the supraspliceosome—that at this resolution is similar for the different transcripts. During the steps of the splicing reaction, changes in RNA–RNA, protein–RNA and protein–protein interaction occur [5,28]. In order to study how the changes in these internal interactions are reflected in the supraspliceosome, we affinity purified and analyzed supraspliceosomes assembled on specific transcripts, isolated at defined functional states (pre-mRNA or mRNA). The isolation was based on preparation of stable cell lines transcribing specific RNA-tagged transcripts, and the isolation of splicing complexes assembled on transcripts at defined functional states was based on mutations of genes encoding specific pre-mRNAs.

2.1. Generation of Stable Cell Lines Expressing Pseudomonas aeruginosa Phage 7 (PP7)-Tagged Adenovirus Major Late (AdML) Transcripts

For this approach we used the “RNA Affinity in Tandem” system [29]. This RNA tag-based method uses the Pseudomonas aeruginosa phage 7 (PP7) RNA binding site to tag the RNA, and was developed for affinity purification of endogenously assembled RNP complexes. Affinity purification is mediated by a recombinant PP7 coat protein (PP7CP), as an N-terminal fusion to two Protein A domains (ZZ), with an intervening linker for cleavage by Tobacco Etch Virus (TEV) protease (ZZTEVPP7CP). The PP7CP binds to the RNA tag with high affinity and high selectivity under various conditions including physiological conditions [30,31]. Recovery of the coat protein and associated RNPs was achieved using IgG agarose beads and elution from washed resin by addition of TEV protease. As the yield of this method was found to be higher than the MS2/R17 system [29], it seemed advantageous for our study. We, thus, prepared a number of constructs of Adenovirus Major Late (AdML) harboring a PP7 tag, and cloned them into pcDNA3 vector (Figure 1). Two wild type (WT) AdML constructs were prepared (Figure 1A): one with no tag (AdML-WT), and a second, with the tag at the 3'UTR (AdML-WT-PP73'UTR). We also prepared three Mutant (Mut) clones that are inhibited after the first step of splicing (Figure 1B). One, mutant construct without a tag (AdML-Mut); Second, a Mut AdML construct with a PP7 tag at the 3'UTR (AdML-Mut-PP73'UTR); and a third construct of Mut AdML with the PP7 tag at the intron (AdML-Mut-PP7IVS). All constructs were confirmed by sequencing. We next prepared five HeLa stable cell lines, each stably expressing one of the above constructs, respectively.
Figure 1

Scheme of the affinity purification of specific supraspliceosomes. (A,B) Schemes of AdML constructs used for preparation of stable cell lines, each expressing one of the constructs used for the affinity purification of specific supraspliceosomes at defined splicing stages. (A) Constructs expressing AdML-WT; (B) constructs expressing AdML-Mut, having a mutated 3' splice site, designated “x”. The upper schemes represent the control construct without PP7 tag. The middle scheme of (B) and the lower scheme of (A) represent the constructs harboring the PP7 tag at the 3'UTR. The lower scheme of (B) represents the construct harboring the PP7 tag at the intron. Open boxes represent exons, lines represent introns, and stem-loops represent the PP7 tag; (C) Scheme of the affinity purification process of specific splicing complexes assembled on a specific transcript. First, nuclear supernatants enriched in splicing complexes (scheme in yellow) are extracted from HeLa cell-lines expressing the respective AdML construct. A fusion protein ZZTEVPP7CP (Purple; Z: ZZ; T: TEV; P: PP7CP) is then added, and the PP7CP part bind the PP7 tag. Next, IgG agarose beads (Blue, Green, respectively) were added for binding of the ZZ part of the fusion protein to the antibody, followed by sedimentation and washing of the beads. The elution of splicing complexes (Yellow) assembled on the respective specific transcript harboring the PP7 tag, and bound to the PP7CP, is performed by digestion with TEV protease (Black scissors).

Scheme of the affinity purification of specific supraspliceosomes. (A,B) Schemes of AdML constructs used for preparation of stable cell lines, each expressing one of the constructs used for the affinity purification of specific supraspliceosomes at defined splicing stages. (A) Constructs expressing AdML-WT; (B) constructs expressing AdML-Mut, having a mutated 3' splice site, designated “x”. The upper schemes represent the control construct without PP7 tag. The middle scheme of (B) and the lower scheme of (A) represent the constructs harboring the PP7 tag at the 3'UTR. The lower scheme of (B) represents the construct harboring the PP7 tag at the intron. Open boxes represent exons, lines represent introns, and stem-loops represent the PP7 tag; (C) Scheme of the affinity purification process of specific splicing complexes assembled on a specific transcript. First, nuclear supernatants enriched in splicing complexes (scheme in yellow) are extracted from HeLa cell-lines expressing the respective AdML construct. A fusion protein ZZTEVPP7CP (Purple; Z: ZZ; T: TEV; P: PP7CP) is then added, and the PP7CP part bind the PP7 tag. Next, IgG agarose beads (Blue, Green, respectively) were added for binding of the ZZ part of the fusion protein to the antibody, followed by sedimentation and washing of the beads. The elution of splicing complexes (Yellow) assembled on the respective specific transcript harboring the PP7 tag, and bound to the PP7CP, is performed by digestion with TEV protease (Black scissors).

2.2. Affinity Purification of Complexes Assembled on AdML-WT Transcripts

Affinity purification of splicing complexes assembled on PP7-tagged AdML-WT transcripts was performed as described in the Experimental Section (see schematics in Figure 1C). Briefly, a HeLa cell line stably expressing AdML-WT with a PP7 tag at the 3'UTR (AdML-WT-PP73'UTR) was grown in tissue culture, and nuclear supernatants were prepared as described [15]. Next, the nuclear supernatants were incubated with ZZTEVPP7CP, and the reaction mixture was further incubated with Rabbit IgG beads, followed by washing of the beads. For elution of the splicing complexes the reaction was incubated overnight, with TEV protease. After pelleting the beads, the supernatant was collected and analyzed. As control, we performed, in parallel, the whole procedure with nuclear supernatants prepared from a HeLa cell line stably expressing AdML-WT without a tag. The specificity of the purification was first analyzed by RT-PCR (Figure 2A). As can be seen, mature AdML-WT RNA is eluted when AdML-WT-PP73'UTR is affinity purified, while no AdML RNA is eluted when nuclear supernatants prepared from a stable cell line expressing AdML-WT that lacks the PP7-tag are going through the same steps. As expected, actin transcripts that do not harbor the PP7 tag are not eluted. We also examined the protein profile of the eluted material by SDS-PAGE and silver staining (Figure 2B). While a large number of proteins are found in the affinity purified complexes assembled on AdML-WT-PP73'UTR, in the elution of AdML-WT we see mainly the light and heavy chains of IgG, originating from the beads, as well as the PP7CP. We next checked the affinity purification by Western Blot (WB), using antibodies against the Sm proteins, which are integral components of splicing complexes [4,20]. Figure 2C shows that Sm proteins are associated with the eluted AdML-WT-PP73'UTR splicing complexes, while only traces of Sm proteins are found in the control. We can, thus, conclude that we have affinity purified RNP complexes of the AdML-WT-PP73'UTR transcript.
Figure 2

Analysis of affinity purified splicing complexes assembled on AdML-WT-PP73'UTR. Nuclear supernatants prepared from cell lines stably expressing the AdML-WT-PP73'UTR transcript, harboring the PP7 tag at the 3'UTR (left), or AdML-WT transcript without the tag (right), were affinity purified. Aliquots from the different steps of the affinity purification procedure were analyzed by RT-PCR (A); silver staining of SDS-PAGE (B); and WB (C). Lanes 1 and 8, Nuclear Supernatant (Nuc. Sup., 10%); Lanes 2 and 9, material not bound to the beads (Unbound); Lanes 3–6 and 10–13, washes; Lanes 7 and 14, elution. (A) RT-PCR products were electrophoresed on 1% agarose gel. Their identity is given on the left, open boxes represent exons, arrowheads represent the PCR primers. The expected size of each PCR product (nt) is given adjacent to its location on the left; (B) Proteins from the different steps of the affinity purification procedure were electrophoresed on 10% polyacrylamide gel and the gel was silver stained. Protein size marker is given on the left. *, heavy and light chains of the IgG antibody used for the affinity purification procedure; **, PP7CP protein; (C) Proteins from the different steps of the affinity purification procedure were electrophoresed on 12% polyacrylamide gel, transferred to a Nitrocellulose membrane and analyzed by WB using an anti-Sm antibody.

2.3. Affinity Purified PP7-Tagged AdML-WT Transcripts Are Assembled in Supraspliceosomes

In previous studies we isolated supraspliceosomes by centrifugation in glycerol/sucrose gradients, and showed that Pol II transcripts are individually assembled in supraspliceosomes that sediment at 200S in such gradients (reviewed in [13]). Since here we used a different protocol for isolation of splicing complexes assembled on PP7-tagged transcripts, namely by affinity purification of splicing complexes assembled on PP7-tagged transcripts, using recombinant PP7CP, we used glycerol gradient fractionation to determine the sedimentation velocity of the complexes in which the affinity purified AdML-WT-PP73'UTR transcripts are assembled. We, thus, loaded the affinity purified AdML-WT-PP73'UTR complexes on glycerol gradients and analyzed the distribution of AdML RNA across the gradient by RT-PCR. As can be seen in Figure 3A, AdML-WT-PP73'UTR transcripts were assembled in complexes that sediment at a sedimentation velocity that supraspliceosomes sediment, having a similar sedimentation to that of hnRNP G. It should be pointed out that we have previously shown that hnRNP G predominantly sediments with supraspliceosomes and is associated with them [17].
Figure 3

The affinity purified splicing complexes assembled in vivo on AdML-WT-PP73'UTR transcripts are supraspliceosomes. (A) Upper panel: Affinity purified splicing complexes assembled on the AdML-WT-PP73'UTR transcript, were fractionated in 10%–45% glycerol gradients, under the conditions used for fractionation of supraspliceosomes [15]. RNA was extracted from each fraction, analyzed by RT-PCR using the indicated AdML primer pair (arrowheads), and the amplified products were electrophoresed on 1% agarose gel. The size of the PCR product (nt) is given adjacent to its location, open boxes represent exons; Lower panel, Western Blot analysis of nuclear supernatants enriched for supraspliceosomes prepared from HeLa cells and fractionated in 10%–45% glycerol gradients. Aliquots from gradient fractions were analyzed by WB using anti-hnRNP G antibody. hnRNP G was previously shown to predominantly sediment with supraspliceosomes and to be associated with them [17]; (B) Upper panel, Gallery of electron micrographs of affinity purified supraspliceosomes assembled on AdML-WT-PP73'UTR transcript, visualized by EM, after negative staining with 1% uranyl acetate; Lower panel, Control, electron micrograph of eluted material from the control sample (AdML-WT transcript without the PP7 tag). The bar represents 50 nm.

Further confirmation that affinity purified PP7-tagged AdML-WT-PP73'UTR transcripts are assembled in supraspliceosomes comes from EM visualization (Figure 3B). When aliquots from the eluted AdML-WT-PP73'UTR complexes were negatively stained and visualized by EM, the affinity purified splicing complexes of AdML-WT-PP73'UTR were observed assembled in supraspliceosomes, (Figure 3B, upper panel), similar in shape and dimensions to the 50 nm tetrameric quadrangular general population of supraspliceosomes [22,24]. In addition, the dimensions of the native spliceosomes within the supraspliceosome are similar to those found previously for the general population of native spliceosomes [24,25]. No supraspliceosomes were observed eluted from the control (Figure 3B, lower panel). We can thus conclude that AdML-WT-PP73'UTR transcripts are assembled in supraspliceosomes, and that the specific splicing complexes assembled on PP7-tagged AdML that were affinity purified by the PP7/PP7CP system are supraspliceosomes. Furthermore, the specific supraspliceosomes assembled on AdML-WT-PP73'UTR are supraspliceosomes assembled on mature polyadnylated AdML (unspliced RNA could not be detected) as can be seen in Figure 2A. Analysis of affinity purified splicing complexes assembled on AdML-WT-PP73'UTR. Nuclear supernatants prepared from cell lines stably expressing the AdML-WT-PP73'UTR transcript, harboring the PP7 tag at the 3'UTR (left), or AdML-WT transcript without the tag (right), were affinity purified. Aliquots from the different steps of the affinity purification procedure were analyzed by RT-PCR (A); silver staining of SDS-PAGE (B); and WB (C). Lanes 1 and 8, Nuclear Supernatant (Nuc. Sup., 10%); Lanes 2 and 9, material not bound to the beads (Unbound); Lanes 3–6 and 10–13, washes; Lanes 7 and 14, elution. (A) RT-PCR products were electrophoresed on 1% agarose gel. Their identity is given on the left, open boxes represent exons, arrowheads represent the PCR primers. The expected size of each PCR product (nt) is given adjacent to its location on the left; (B) Proteins from the different steps of the affinity purification procedure were electrophoresed on 10% polyacrylamide gel and the gel was silver stained. Protein size marker is given on the left. *, heavy and light chains of the IgG antibody used for the affinity purification procedure; **, PP7CP protein; (C) Proteins from the different steps of the affinity purification procedure were electrophoresed on 12% polyacrylamide gel, transferred to a Nitrocellulose membrane and analyzed by WB using an anti-Sm antibody. The affinity purified splicing complexes assembled in vivo on AdML-WT-PP73'UTR transcripts are supraspliceosomes. (A) Upper panel: Affinity purified splicing complexes assembled on the AdML-WT-PP73'UTR transcript, were fractionated in 10%–45% glycerol gradients, under the conditions used for fractionation of supraspliceosomes [15]. RNA was extracted from each fraction, analyzed by RT-PCR using the indicated AdML primer pair (arrowheads), and the amplified products were electrophoresed on 1% agarose gel. The size of the PCR product (nt) is given adjacent to its location, open boxes represent exons; Lower panel, Western Blot analysis of nuclear supernatants enriched for supraspliceosomes prepared from HeLa cells and fractionated in 10%–45% glycerol gradients. Aliquots from gradient fractions were analyzed by WB using anti-hnRNP G antibody. hnRNP G was previously shown to predominantly sediment with supraspliceosomes and to be associated with them [17]; (B) Upper panel, Gallery of electron micrographs of affinity purified supraspliceosomes assembled on AdML-WT-PP73'UTR transcript, visualized by EM, after negative staining with 1% uranyl acetate; Lower panel, Control, electron micrograph of eluted material from the control sample (AdML-WT transcript without the PP7 tag). The bar represents 50 nm.

2.4. Affinity Purification of Supraspliceosomes Assembled on AdML-Mut Transcripts

A similar affinity purification procedure was used to isolate supraspliceosomes assembled on AdML-Mut-PP73'UTR transcripts. These transcripts harbor a mutated 3' splice site and cannot undergo the second step of splicing. RT-PCR analysis of the affinity purified complexes assembled on AdML-Mut-PP73'UTR revealed the specificity of isolation, as no AdML-Mut transcripts were observed in the control harboring no tag, and also no actin transcripts were eluted (Figure 4A). The specificity is also confirmed by silver staining of SDS-PAGE and by Western Blot with anti-Sm antibodies (Figure 4B,C, respectively). The eluted transcripts are mainly AdML-Mut pre-mRNA (Figure 4A). EM visualization of eluted complexes assembled on AdML-Mut-PP73'UTR transcripts revealed supraspliceosomes (Figure 4D, upper panel), similar to those observed for the WT transcripts and similar in shape and dimensions to the 50 nm tetrameric quadrangular general population of supraspliceosomes [22,24], while no distinct complexes were observed in the control (Figure 4D, lower panel). Thus, affinity purification of nuclear complexes assembled on AdML-Mut-PP73'UTR transcripts yielded supraspliceosomes assembled on AdML-Mut pre-mRNA, having a PP7 tag at the 3'UTR.
Figure 4

Analysis of affinity purified suprasliceosomes assembled on AdML-Mut-PP73'UTR. Nuclear supernatants prepared from cell lines stably expressing the AdML-Mut-PP73'UTR transcript, harboring the PP7 tag at the 3'UTR (left) or AdML-Mut transcript without the tag (right) were affinity purified. Aliquots from the different steps of the affinity purification procedure were analyzed by RT-PCR (A); silver staining of SDS-PAGE (B) and WB (C). Lanes 1 and 8, Nuclear Supernatant (Nuc. Sup., 10%); Lanes 2 and 9, material not bound to the beads (Unbound); Lanes 3–6 and 10–13, washes; Lanes 7 and 14, elution. (A) RT-PCR products were electrophoresed on 1% agarose gel. Their identity is given on the left, open boxes represent exons, line intron, arrowheads represent PCR primers. The expected size of each PCR product (nt) is given adjacent to its location on the left; (B) Proteins from the different steps of the affinity purification procedure were electrophoresed on 10% polyacrylamide gel and the gel was silver stained. Protein size marker is given on the left. *, heavy and light chains of the IgG antibody used for the affinity purification procedure. **, PP7CP protein; (C) Proteins from the different steps of the affinity purification procedure were electrophoresed on 12% polyacrylamide gel, transferred to a Nitrocellulose membrane and analyzed by WB using an anti-Sm antibody; (D) EM visualization. Upper panel, Gallery of electron micrographs of affinity purified supraspliceosomes assembled on AdML-Mut-PP73'UTR transcript, visualized by EM, after negative staining with 1% uranyl acetate; Lower panel, Control, electron micrograph of eluted material from the control sample (AdML-Mut transcript without the PP7 tag). The bar represents 50 nm.

We next affinity purified splicing complexes assembled on AdML-Mut-PP7IVS. Affinity purification of splicing complexes assembled on AdML-Mut-PP7IVS is advantageous because it should enable isolation of complexes that do not have contamination of mature transcripts in them. This is because the presence of the PP7 tag in the intron should enable affinity purification only of complexes assembled on intron containing transcripts. As can be seen in Figure 5A, despite the mutation at the 3' splice site, low levels of mature RNA, one with skipping of exon 2 and another one with use of a cryptic 3' splice site were observed in the nuclear supernatants prepared from this cell line. However, the eluted material is devoid of mature RNA and only pre-mRNA is observed. The specificity of the affinity purification is demonstrated by the RT-PCR analysis (Figure 5A), by silver staining of SDS-PAGE (Figure 5B), and by the WB with anti-Sm antibodies (Figure 5C). EM visualization revealed supraspliceosomes similar to those observed for the WT transcripts (Figure 5D, upper panel), and similar in shape and dimensions to the 50 nm tetrameric quadrangular general population of supraspliceosomes [22,24]. Additionally, the dimensions of the native spliceosomes within the supraspliceosomes are similar to those found for the WT native spliceosomes. Also, the dimensions of the native spliceosomes within the supraspliceosomes are similar to those found previously for the general population of native spliceosomes [24,25], while no distinct complexes were observed in the control (Figure 5D, lower panel).
Figure 5

Analysis of affinity purified suprasliceosomes assembled on AdML-Mut-PP7IVS. Nuclear supernatants prepared from cell lines stably expressing the AdML-Mut-PP7IVS transcript, harboring the PP7 tag at the intron (left) or AdML-Mut transcript without the tag (right) were affinity purified. Aliquots from the different steps of the affinity purification procedure were analyzed by RT-PCR (A); silver staining of SDS-PAGE (B) and WB (C). Lanes 1 and 8, Nuclear Supernatant (Nuc. Sup., 10%); Lanes 2 and 9, material not bound to the beads (Unbound); Lanes 3–6 and 10–13, washes; Lanes 7 and 14, elution. (A) RT-PCR products were electrophoresed on 1% agarose gel. Their identity is given on the left, open boxes represent exons, line intron, arrowheads represent PCR primers. The expected size of each PCR product (nt) is given adjacent to its location on the left; (B) Proteins from the different steps of the affinity purification procedure were electrophoresed on 10% polyacrylamide gel and the gel was silver stained. Protein size marker is given on the left. *, heavy and light chains of the IgG antibody used for the affinity purification procedure. **, PP7CP protein; (C) Proteins from the different steps of the affinity purification procedure were electrophoresed on 12% polyacrylamide gel, transferred to a Nitrocellulose membrane and analyzed by WB using an anti-Sm antibody; (D) EM visualization. Upper panel, Gallery of electron micrographs of affinity purified supraspliceosomes assembled on AdML-Mut-PP7IVS transcript, visualized by EM, after negative staining with 1% uranyl acetate. Lower panel, Control, electron micrograph of eluted material from the control sample (AdML-Mut transcript without the PP7 tag). The bar represents 50 nm.

We can conclude that affinity purified splicing complexes assembled on either AdML-WT or AdML-Mut transcripts are assembled in supraspliceosomes. AdML-WT supraspliceosomes are assembled on mature RNA, and ADML-Mut supraspliceosomes are assembled on pre-mRNA. Analysis of affinity purified suprasliceosomes assembled on AdML-Mut-PP73'UTR. Nuclear supernatants prepared from cell lines stably expressing the AdML-Mut-PP73'UTR transcript, harboring the PP7 tag at the 3'UTR (left) or AdML-Mut transcript without the tag (right) were affinity purified. Aliquots from the different steps of the affinity purification procedure were analyzed by RT-PCR (A); silver staining of SDS-PAGE (B) and WB (C). Lanes 1 and 8, Nuclear Supernatant (Nuc. Sup., 10%); Lanes 2 and 9, material not bound to the beads (Unbound); Lanes 3–6 and 10–13, washes; Lanes 7 and 14, elution. (A) RT-PCR products were electrophoresed on 1% agarose gel. Their identity is given on the left, open boxes represent exons, line intron, arrowheads represent PCR primers. The expected size of each PCR product (nt) is given adjacent to its location on the left; (B) Proteins from the different steps of the affinity purification procedure were electrophoresed on 10% polyacrylamide gel and the gel was silver stained. Protein size marker is given on the left. *, heavy and light chains of the IgG antibody used for the affinity purification procedure. **, PP7CP protein; (C) Proteins from the different steps of the affinity purification procedure were electrophoresed on 12% polyacrylamide gel, transferred to a Nitrocellulose membrane and analyzed by WB using an anti-Sm antibody; (D) EM visualization. Upper panel, Gallery of electron micrographs of affinity purified supraspliceosomes assembled on AdML-Mut-PP73'UTR transcript, visualized by EM, after negative staining with 1% uranyl acetate; Lower panel, Control, electron micrograph of eluted material from the control sample (AdML-Mut transcript without the PP7 tag). The bar represents 50 nm. Analysis of affinity purified suprasliceosomes assembled on AdML-Mut-PP7IVS. Nuclear supernatants prepared from cell lines stably expressing the AdML-Mut-PP7IVS transcript, harboring the PP7 tag at the intron (left) or AdML-Mut transcript without the tag (right) were affinity purified. Aliquots from the different steps of the affinity purification procedure were analyzed by RT-PCR (A); silver staining of SDS-PAGE (B) and WB (C). Lanes 1 and 8, Nuclear Supernatant (Nuc. Sup., 10%); Lanes 2 and 9, material not bound to the beads (Unbound); Lanes 3–6 and 10–13, washes; Lanes 7 and 14, elution. (A) RT-PCR products were electrophoresed on 1% agarose gel. Their identity is given on the left, open boxes represent exons, line intron, arrowheads represent PCR primers. The expected size of each PCR product (nt) is given adjacent to its location on the left; (B) Proteins from the different steps of the affinity purification procedure were electrophoresed on 10% polyacrylamide gel and the gel was silver stained. Protein size marker is given on the left. *, heavy and light chains of the IgG antibody used for the affinity purification procedure. **, PP7CP protein; (C) Proteins from the different steps of the affinity purification procedure were electrophoresed on 12% polyacrylamide gel, transferred to a Nitrocellulose membrane and analyzed by WB using an anti-Sm antibody; (D) EM visualization. Upper panel, Gallery of electron micrographs of affinity purified supraspliceosomes assembled on AdML-Mut-PP7IVS transcript, visualized by EM, after negative staining with 1% uranyl acetate. Lower panel, Control, electron micrograph of eluted material from the control sample (AdML-Mut transcript without the PP7 tag). The bar represents 50 nm. Each supraspliceosome is assembled on one pre-mRNA, as revealed by EM visualization of supraspliceosomes reconstituted from native spliceosomes and pre-mRNA tagged at its 3' end with one Nanogold particle (1.4 nm) [32]. The four native spliceosomes of the supraspliceosome are connected by the pre-mRNA. In this configuration, the supraspliceosome acts as a multiprocessor that can simultaneously splice four introns, not necessarily in a consecutive manner [13]. As all RNA Pol II transcripts are assembled in supraspliceosomes, we proposed that splicing of multi-intronic transcripts is facilitated by translocation of the pre-mRNA through the complex [15,22]. In this “rolling model” after processing of four introns, the pre-mRNA rolls in to place a new subset of introns in the right position that allows their processing. The present study demonstrates that in the cell nucleus, transcripts having one intron are also assembled and processed in supraspliceosomes. This is in accordance with previous experiments with reconstituted supraspliceosomes, which showed that pre-mRNAs with less than four introns are also assembled in supraspliceosomes. Likely, the interactions of such RNA with the native spliceosomes are sufficient to hold the supraspliceosome structure together [15].

2.5. Supraspliceosomes Isolated from Cell Nuclei Are Assembled with All Five Spliceosomal U snRNPs during the Steps of the Splicing Reaction

We have previously shown that supraspliceosomes isolated from mammalian cell nuclei have all five spliceosomal U snRNAs associated with them [14,15,16]. Furthermore, native spliceosomes, the subunits from which the supraspliceosome is composed, also harbor all five spliceosomal U snRNAs [15]. Our previous studies dealt with the steady state population of Pol II transcripts that differ in the number of their introns and exons and were at different stages of the splicing reaction. However, since in this study we affinity purified specific supraspliceosomes at defined functional states, we can analyze now the U snRNA composition of these specific supraspliceosomes. To this end, nuclear supernatants were prepared from each of the stable cell lines expressing: AdML-WT-PP73'UTR, AdML-Mut-PP73'UTR, AdML-Mut-PP7IVS, and from the control cell lines expressing AdML-WT, and AdML-Mut. Next, each of the nuclear supernatants was incubated with PP7CP and underwent through the affinity purification steps described above. After the affinity purification step, RNA was extracted from each of the nuclear supernatants and from each of the affinity purified samples prepared from it, and the RNA was electrophoresed on denaturing polyacrylamide gels. The gels were transferred to charged nylon membrane and hybridized simultaneously with [32P]RNA probes complementary to each of the five-spliceosomal U snRNAs. As can be seen in Figure 6A, all five spliceosomal U snRNAs were found associated with AdML-WT-PP73'UTR supraspliceosomes that are assembled on mature RNA (Lane 2), and on AdML-Mut-PP73'UTR and AdML-Mut-PP7IVS supraspliceosomes that are assembled on AdML pre-mRNA (Lanes 6 and 10, respectively). In the respective control samples that lack the PP7 tag (Lanes 4, 8, and 12), very low levels of U snRNAs are observed with some non specific binding of U1 snRNA, which is known to be in access in the cell nucleus [33]. Figure 6B presents averaging of the results of two experiments, where the y-axis depicts the ratio of the eluted material to the relevant nuclear supernatant. We can, therefore, conclude that supraspliceosomes isolated from mammalian cell nuclei have all five spliceosomal U snRNAs associated with them at all splicing stages.
Figure 6

The five spliceosomal U snRNPs are associated with supraspliceosomes assembled in vivo at all splicing stages. (A) Northern blot analysis with probes directed against the five spliceosomal U snRNAs was performed on RNA extracted from nuclear supernatants and from affinity purified splicing complexes prepared from HeLa cell-lines expressing the AdML constructs either with the PP7 tag or without it (−), as indicated. Left, the AdML-WT-PP73'UTR transcript; middle, the AdML-Mut-PP73'UTR transcript; Right, the AdML-Mut-PP7IVS transcript. RNA was extracted either from the nuclear supernatant (Nuc. Sup.), or from the affinity purified samples (Elution). Aliquots were electrophoresed on 7 M urea/10% polyacrylamide gel, transferred to a nylon membrane, and hybridized with [α-32P] UTP-labeled RNA probes against the U1, U2, U4, U5, and U6 snRNAs, as described [15,16]. The identity of the U snRNA probes is given on the left; (B) Quantification of the Northern analyses. For each U snRNA molecule, the ratio between the signal of the eluted material and the relevant nuclear supernatant is shown. Each bar represents an average of two experiments; standard deviation is shown on the graph.

The five spliceosomal U snRNPs are associated with supraspliceosomes assembled in vivo at all splicing stages. (A) Northern blot analysis with probes directed against the five spliceosomal U snRNAs was performed on RNA extracted from nuclear supernatants and from affinity purified splicing complexes prepared from HeLa cell-lines expressing the AdML constructs either with the PP7 tag or without it (−), as indicated. Left, the AdML-WT-PP73'UTR transcript; middle, the AdML-Mut-PP73'UTR transcript; Right, the AdML-Mut-PP7IVS transcript. RNA was extracted either from the nuclear supernatant (Nuc. Sup.), or from the affinity purified samples (Elution). Aliquots were electrophoresed on 7 M urea/10% polyacrylamide gel, transferred to a nylon membrane, and hybridized with [α-32P] UTP-labeled RNA probes against the U1, U2, U4, U5, and U6 snRNAs, as described [15,16]. The identity of the U snRNA probes is given on the left; (B) Quantification of the Northern analyses. For each U snRNA molecule, the ratio between the signal of the eluted material and the relevant nuclear supernatant is shown. Each bar represents an average of two experiments; standard deviation is shown on the graph. Studies of spliceosome assembly in vitro revealed a stepwise assembly of spliceosomal U snRNPs during the splicing reaction [3,5], whereas the assembly of newly transcribed pre-mRNAs into supraspliceosomes in vivo appeared to involve pre-formed complexes [15,34,35]. Furthermore, the assembly pathway in vitro is characterized by major changes in composition (e.g., only three of the five spliceosomal snRNPs are part of the active C complex [36]). On the other hand, we have previously shown that both the general population of supraspliceosomes and native spliceosomes contained all five spliceosomal snRNPs [15]. These findings were strengthened by the isolation of a functional “penta-snRNP” complex from yeast [34], and highlight the important role of large, pre-formed, complexes in pre-mRNA splicing in vivo. The present study that analyses the U snRNP composition of specific supraspliceosomes, of defined sequence and of defined functional state, revealed that the supraspliceosome is assembled with all five spliceosomal U snRNPs (Figure 6). The apparent discrepancy between the notion of a stepwise assembly pathway of the spliceosome in vitro and the occurrence of a pre-formed splicing complex in vivo, has been explained by a “holospliceosome” model, in which the sequential complexes represent ordered modulations within the in vivo assembled spliceosome without the loss of components [3]. It has also been pointed out that such distinct complexes, which represent intermediate states in spliceosome assembly in vitro, may not occur in vivo [34,37]. The assembly pathways of supraspliceosomes in vivo and that of spliceosomes assembled in vitro differ in the sense that the former occurs co-transcriptionally in the nucleus, whereas the assembly process in vitro occurs when a full-length pre-mRNA is interacting with the spliceosomal components present in a nuclear extract. We suggest that these two likely distinct pathways may lead to different local minima in the respective free energy profiles, which may result in the assembly of slightly different complexes. Alternatively, the observed changes in composition between intermediate complexes assembled in vitro, which are not found in supraspliceosomes assembled in vivo, may be due to the lack of specific components in the in vitro assembled complexes. Such missing components might help keep the in vivo assembled complexes intact. (e.g., in vitro assembled splicing complexes were usually isolated in the presence of heparin, which could have caused partial dissociation of components [38,39]). The assembly pathway of spliceosomes in vivo and in vitro is an important issue in understanding splicing and its regulation [40]. Our results contribute to a better understanding of the spliceosome assembly pathway in vivo.

2.6. Protein Analysis of Affinity Purified Supraspliceosomes

Analyses of the protein composition of spliceosomes were conducted thus far mainly of different spliceosome complexes assembled in vitro during the assembly pathway of the spliceosome and the splicing reaction [1,10,36,38,41,42], and of the general population of supraspliceosomes co-immunoprecipitated using anti-Sm MAbs [12]. Here, we were interested in analyzing the protein composition of specific supraspliceosomes at defined splicing stages. We, therefore, analyzed the affinity purified supraspliceosomes assembled on AdML-WT-PP73'UTR, AdML-Mut-PP73'UTR and AdML-Mut-PP7IVS transcripts by liquid chromatography-coupled mass spectrometry (Table 1, Table 2 and Table S1). Three analyses of the affinity purified supraspliceosomes assembled on mature mRNA (AdML-WT-PP73'UTR), and two analyses of the supraspliceosomes assembled on pre-mRNA (on the AdML-Mut transcripts) were performed. The analyses revealed an average of 275 protein groups, higher amount than the 177 protein groups detected previously for the analysis of a general population of supraspliceosomes purified from HeLa cells [12]. The difference in number of proteins is likely a result of the different purification methods and instrumentation used for analysis. We found that the location of the PP7 tag within the transcript, either in the 3'UTR or the intron, had no effect, since no apparent differences were observed between the two AdML-Mut supraspliceosome populations. Similarly, the three AdML-WT assembled supraspliceosome populations gave a similar protein inventory; therefore, the results of the AdML-Mut supraspliceosomes analyses were combined for presentation, and so were the results for the AdML-WT supraspliceosomes. The main protein groups are shown in Table 1.
Table 1

Mass Spectrometry (MS) analyses.

SymbolProteinkDaAdML-WTAdML-Mut
U1 snRNP
SNRNP70U1-70 k51.5+
U2 snRNP
SNRP A1U2A'28.4+
SNRP B2U2B''25.5+
SF3A1SF3a12088.9+
SF3A2SF3a6649.3+
SF3A3SF3a6058.8++
SF3B1SF3b155145.8++
SF3B2SF3b145100.2++
SF3B3SF3b130135.6++
DDX46PRP5117.4++
PHF5ASF3b14b12.4++
U2 snRNP related
U2AF2U2AF6553.5++
U4/U6.U5 snRNP
PRPF8U5-220k273.6++
SNRNP200U5-200k244.5++
EFTUD2U5-116k109.5++
PRPF6U5-102k106.9 +
DDX23U5-100k93.2++
PRPF3U4/U6-90k77.5+
PRPF4U4/U6-60k58.4++
PRPF31U4/U6.U5-61k55.5+
Sm proteins
SNRP BSm B/B'24.6++
SNRP D1Sm D113.3++
SNRP D2Sm D213.5+
SNRP D3Sm D313.9++
SNRP ESm E10.8++
CK005235Sm G Like85.4++
hPRP19/CDC5L complex
PRPF19PRPF1955.2++
CDC5LCDC592.3+
HSPA8HSP7170.9++
PLRG1PRP4557.2+
XAB2SYF199.7+
AQRAquarius156.8+
Splicing factors
DHX15DHX1589.5++
DDX39DDX3949.1++
DDX5DDX5 p6869.1++
FUSFUS TLS53.4++
SFPQhPOMp10068.7++
TIA1p40-TIA-131.6+
Splicing factors
NONOp54(nrb)54.3++
KHSRPp7573.1+
PABPC1PABP170.7++
PUF60PUF6059.9+
RBM4RBM440.2+
TARDBPTDP4331.8+
DDX39BUAP5650.7++
YBX1YBX135.9++
hnRNP proteins
HNRNPA0hnRNP A030.8++
HNRNPA1hnRNP A138.8++
HNRNPA3hnRNP A339.6++
HNRNPA2B1hnRNP A2/B137.4++
HNRNPChnRNP C1/C233.7++
RALYhnRNP CL224.7++
HNRNPDhnRNP D38.4+
HNRNPDLhnRNP DL46.4++
PCBP1hnRNP E137.5++
PCBP2hnRNP E233.9++
HNRNPFhnRNP F45.7++
RBMXhnRNP G42.3++
HNRNPH1hnRNP H149.2++
HNRNPH2hnRNP H249.3++
HNRNPH3hnRNP H336.9++
PTBP1hnRNP I57.2++
HNRNPKhnRNP K51++
HNRNPLhnRNP L64.1++
HNRNPMhnRNP M77.5++
SYNCRIPhnRNP Q69.6++
HNRNPRhnRNP R70.9++
HNRNPUhnRNP U90.6++
HNRNPUL1hnRNP UL195.7++
HNRNPUL2hnRNP UL285.1++
SR proteins
SRSF1SF2/ASF28.3++
SFR3SRp2019.3++
SFR10SFRS1033.7++
SRRM2SRm300299.6 +
SFRS11SRp5424.8 +
SRSF2SRSF221.4 +
SRSF6SRp5539.4++
SRSF7SRSF718.8++
3' polyA/processing factors
NUD21CPSF 2526.2++
3' polyA/processing factors
CPSF7CPSF 5951.1++
CPSF6CPSF 6852.3++
CPSF3CPSF 7373.5+
CPSF2CPSF 10088.5+
CPSF1CPSF 160152+
CSTF2CSTF6446.7+
PABPN1PABII11++
SYMPKSymplekin141.1+
Cap binding
NCBP1CBP8091.8+
mRNA export and surveillance
UPF1UPF1124.3++
ALYREFALYREF27.6+
MAGOHBMAGOHB17.3+
EIF4A3eIF-4A-III46.9++
IGF2BP1IMP-163.5+
RANRAN24.4++
XPO1Exportin123.4+
RANBP2RANBP2358.2++
RANGAP1RANGAP163.5+
DDX3XDDX3X73.2++
RNA metabolism
CSL4CSL418.8+
DDX1DBP-RB82.4++
DDX21DDX2187.3++
DIS3DIS3109.1+
ELAVL1HuR39++
LRPPRCLRP 130157.9+
ILF2NF4543.1++
NF90NF9076++
ILF3NF11095.3+
NCLNucleolin76.6++
RNA metabolism
NPM1Nucleophosmin32.6++
PABPC4PABP-470.8++
EXOSC2RRP432.8+
SKIV2L2SKIV2L2117.8+
SRRTSRRT100.7++
TIAL1TIAL141.6+
Table 2

MS results for hnRNP isoforms.

AccessionNamekDaAdML-WT-PP73'UTRAdML-WT-PP73'UTRAdML-WT-PP73'UTRAdML-Mut-PP73'UTRAdML-Mut-PP7int
P38152hnRNP G42.3811 49
Q00839hnRNP U90.6505711
B4DLR3hnRNP U86.9 1831
PO9651hnRNP A138.8 7
Q61PF2hnRNP A134.2 20 1012
Mass Spectrometry (MS) analyses. MS results for hnRNP isoforms. Core components of the supraspliceosome were detected both in the AdML-WT and AdML-Mut assembled supraspliceosomes: The Sm proteins that are essential components of the spliceosome in vitro [1] and the supraspliceosome in vivo [12,20] were found at both supraspliceosome populations. Specific U snRNP proteins were also identified. Surprisingly, the U1 snRNP protein U1-70K, and the U2 snRNP proteins U2A' and U2B'' were not detected at the AdML-Mut assembled supraspliceosomes. The lack of detection of these proteins probably reflects lower levels of proteins in the mutant fractionation. This might be due to lower expression of AdML-Mut in the HeLa cell-lines in comparison to the AdML-WT expressing cell lines, or to lower amounts of material analyzed for the AdML-Mut assembled supraspliceosomes, or due to technical difficulties. However, the presence of these U snRNPs, as well as the tri-snRNPs were detected in both populations, as shown by the presence of other related snRNP proteins, and also by the definite Northern blot results (Figure 6) revealing the presence of the five U snRNAs, including U1 snRNA and U2 snRNA in both populations. Additional core components of the supraspliceosome found both at AdML-WT and AdML-Mut assembled supraspliceosomes is the hPRP19/CDC5L complex. The hPRP19/CDC5L complex that was previously shown to be necessary for both splicing stages [43,44,45,46] was also identified at the proteomic analysis of the general supraspliceosome population [12]. Studies in vitro showed that this complex joins the spliceosome together with the U4/U6.U5 tri-snRNP and remains associated with the spliceosome during both steps of splicing [38,47]. Our results for the hPRP19/CDC5L complex are consistent with the latter in vitro findings showing its association with the splicing complex during the splicing steps. Another group of proteins detected in both supraspliceosome populations (assembled on AdML-WT or AdML-Mut transcripts) were proteins responsible for pre-mRNA processing. These included: components of the cleavage and polyadenylation specificity factor (CPSF) that is responsible for 3' end processing [48,49,50]; editing proteins [21,51]; and the ALY/REF proteins which play a role in RNA export from the nucleus [52]. It should be pointed out that the presence of 3' end processing components [20] and the presence of ADAR (adenosine deaminases acting on RNA) enzymes [21] in supraspliceosomes was previously shown. The finding of these factors here, stresses the fact that the supraspliceosome is a machine responsible for the general RNA processing events in the cell. The MS analyses further showed that several splicing factors and other proteins involved in RNA metabolism were associated with supraspliceosomes assembled on AdML-WT and AdML-Mut transcripts. The analyses revealed the presence of the RNA binding proteins SR and hnRNP families at both AdML-WT and AdML-Mut assembled supraspliceosomes. These proteins, which play a role in alternative and constitutive RNA splicing [52], were previously shown to be a part of the supraspliceosome [14,16,17,32]. It should be pointed out that shotgun proteomics, as was used here, is a technology that maps the composition of protein samples with an element of stochastic coverage. This is especially true for label-free quantitation, employed here. The biological replica had a wide spread, indicating additional challenges resulting from the biochemical isolation procedure. This was addressed to a level that allows discussing trends of protein composition of the WT and Mut supraspliceosomes. Regarding lack of expected factors as well as interesting hypothesis derived from candidates for specific factors one will have to wait for more in depth proteomic analyses, possibly using stable isotope labelling by amino acids in cell culture (SILAC) for better quantitation as samples are mixed early on and the biochemical isolation procedure then has no impact on the relative protein composition. Deeper analysis of the hnRNP proteins revealed different alternatively spliced isoforms of a number of hnRNP proteins at different stages of splicing (Table 2). While for hnRNP G, a single isoform was detected, present in both AdML-WT and AdML-Mut assembled supraspliceosomes, in the cases of hnRNP U and of hnRNP A1 proteins, two isoforms were detected. The full-length isoform of hnRNP U and of hnRNP A1 was detected only within the AdML-WT assembled supraspliceosomes, whereas the shorter isoform of hnRNP U was detected only within the AdML-Mut assembled supraspliceosomes, and the shorter isoform of hnRNP A1 was detected in both populations. Western Blot analysis of proteins associated with AdML-WT and AdML-Mut assembled supraspliceosomes (Figure 7), showed that hnRNP G is present in both complexes, similar to the Sm proteins, thus validating the MS results (Table 1). In the case of ILF3, which is involved in transcription, this 110 kDa isoform is found associated with supraspliceosomes assembled on AdML-WT transcripts and not on supraspliceosomes assembled on AdML-Mut transcripts, also in agreement with the MS results (Table 1). We also validated the MS results showing different alternatively spliced isoforms for hnRNP U and of hnRNP A1 proteins at different stages of splicing (Table 2). Thus, the full-length isoform of hnRNP U and of hnRNP A1 was detected only within the AdML-WT assembled supraspliceosomes, when analyzed by WB, using antibodies that recognize only the full-length respective protein (Figure 7).
Figure 7

WB analyses of proteins associated with supraspliceosomes assembled on AdML-WT and AdML-Mut transcripts confirm the MS results. Nuclear supernatants were prepared from each of the HeLa cell lines, stably expressing either the AdML-WT-PP73'UTR, the AdML-Mut-PP73'UTR, or the AdML-Mut-PP7IVS transcripts, and supraspliceosomes assembled on each of the respective PP7-tagged transcripts were affinity purified, as described above. Proteins from each of the nuclear supernatants (Nuc. Sup., left) and from each the affinity purified supraspliceosomes (Elution, right) were extracted, electrophoresed on 8% polyacrylamide gel and analyzed by WB. The different antibodies used for the WB analyses are given on left.

The proteomic analyses of supraspliceosomes assembled on AdML-WT and AdML-Mut transcripts strengthen the above conclusion that the supraspliceosome is the pre-mRNA processing machine that is pre-assembled throughout all splicing stages, as the core components of the spliceosome can be seen in all these stages. The analyses also show the dynamic nature of the supraspliceosome during the splicing stages, as different hnRNP isoforms were found in supraspliceosomes from the different steps of splicing. WB analyses of proteins associated with supraspliceosomes assembled on AdML-WT and AdML-Mut transcripts confirm the MS results. Nuclear supernatants were prepared from each of the HeLa cell lines, stably expressing either the AdML-WT-PP73'UTR, the AdML-Mut-PP73'UTR, or the AdML-Mut-PP7IVS transcripts, and supraspliceosomes assembled on each of the respective PP7-tagged transcripts were affinity purified, as described above. Proteins from each of the nuclear supernatants (Nuc. Sup., left) and from each the affinity purified supraspliceosomes (Elution, right) were extracted, electrophoresed on 8% polyacrylamide gel and analyzed by WB. The different antibodies used for the WB analyses are given on left.

3. Experimental Section

Plasmid construction and cell culture. AdML-WT and AdML-Mut constructs in pSP72 were kindly provided by Prof. Reed R (Harvard Medical School, Boston, MA, USA). The AdML-WT and AdML-Mut fragments share identical exon 1 (70 nucleotides). While AdML-WT construct contains intron 1 (123 nucleotides) and exon 2 (51 nucleotides), the AdML-Mut construct harbors an elongated undisturbed pyrimidine tract, and a mutated 3' splice site from CAG to TGG. The second exon of AdML-Mut is essentially the same in length and sequence as in AdML-WT, except for the change in sequence of nucleotides 2–5 from TGCA to CATG. Both constructs were digested with VspI, filled in with Klenow fragment, and ligated to EcoRV digested pcDNA3 vector. The AdML-Mut construct was then further mutated (QuikChange™ site-directed mutagenesis kit; Agilent Technologies, Santa Clara, CA, USA) from CAG to CGG in order to prevent downstream exonic alternative 3' splice site using the primers 5'-TCGCGGTCTTTCCGGTACTCTTGGATCCG-3'; 5'-CGGATCCAAGAGTACCGGAAAGACCGCGA-3'. PP7 tag was inserted to the 3'UTR of AdML-WT construct by performing Klenow reaction on the partially complementary single-stranded oligos: 5'-TTGCTAGCGCGGCCGCTAAGGAGTTTATATGGAAACCCTTAGACGTCGGCACGAGG-3'; and 5'-TTCTCGAGGGGCCCGGCACGAGTGTAGCTAAACCTCGTGCCGACGTCTAAGGG-3'. The double stranded product was then digested with ApaI and NotI, and ligated to the pcDNA-AdML-WT plasmid, digested with the same restriction enzymes, generating the pcDNA-AdML-WT-PP73'UTR plasmid, that harbors the PP7 tag at the 3'UTR of AdML. For the insertion of the PP7 tag into the 3'UTR of AdML-Mut construct, first, annealing of the following single-stranded oligos: 5'-GGCCGCTAAGGAGTTTATATGGAAACCCTTAGGGCC-3'; and 5'-CTAAGGGTTTCCATATAAACTCCTTAGC-3' was preformed for 2 min at 98 °C, 2 additional minutes at 70 °C, and gradually cooling to 40 °C in the presence of 5 mM MgCl2. Next, ligation of the resulting double stranded oligo to ApaI digested pcDNA-AdML-Mut, generated the pcDNA-pcDNA-AdML-Mut-PP73'UTR plasmid that harbors the PP7 tag at the 3'UTR of AdML. For the generation of pcDNA-AdML-Mut-PP7IVS, the pcDNA-AdML-Mut-PP73'UTR plasmid was digested with NotI and ApaI and self-ligated in order to remove the PP7 tag, followed by insertion of the double stranded oligo to the XhoI site of the plasmid, generating the pcDNA-AdML-Mut-PP7IVS plasmid that harbors the PP7 tag at the AdML intron. All constructs were confirmed by sequencing. Next, five cell lines were generated, each stably expressing one of the above five constructs: (i) AdML-WT-PP73'UTR, that harbors the PP7 tag at the 3'UTR of AdML; (ii) AdML-WT, without the tag; (iii) AdML-Mut-PP73'UTR, that harbors the PP7 tag at the 3'UTR; (iv) AdML-WT-PP7IVS, that harbors the PP7 tag at the intron; and (v) AdML-Mut, without the tag. For this aim each of the above five plasmids was transfected to a HeLa cell-line using jetPEI™ transfection reagent. The cells were maintained in DMEM supplemented with 10% fetal calf serum and antibiotics for 24 h, then the DMEM was replaced to one which also contains 500 μg/mL G-418 antibiotics, allowing resistant cell colonies to appear several days afterwards. The resulting cell-lines were analyzed for the presence of the constructs by RNA extraction followed by RT-PCR and sequencing. Protein purification. The plasmid pET28-ZZTEVPP7CP, for expressing the ZZTEVPP7CP protein was kindly provided by Prof. Collins K (University of California at Berkeley, Berkeley, CA, USA). The expression and purification of the protein was preformed as described [29]. The vector for TEV protease expression was kindly provided by Prof. David S. Waugh (National Cancer Institute at Frederick, Frederick, MD, USA) and expressed and purified at the Wolfson Centre for Applied Structural Biology, the Hebrew University of Jerusalem, Jerusalem, Israel. Affinity purification of PP7 tagged splicing complexes. The affinity purification was performed as described [29] with some changes and without using the tobramycin step. All steps were conducted at 4 °C, with mild agitation. To 500 μL of the nuclear supernatants, originated from ~0.5–1 × 108 cells, 1 μg of ZZTEVPP7CP protein was added in a solution of: 10% (v/v) glycerol, 0.1% (v/v) NP-40, 0.5 mM phenylmethylsulfonyl fluoride (PMSF), final concentration; and incubated for 90 min with rotation. Next, 250 μg of IgG agarose beads (Sigma Aldrich, Rehovot, Israel) pre-washed with binding buffer (10% (v/v) glycerol, 10 mM Tris pH 8, 2 mM MgCl2, 100 mM NaCl, 1 mM dl-dithiothreitol (DTT), 0.1% (v/v) NP-40, 0.5 mM PMSF and 2 mM vanadyl ribonucleoside (VR)) were added, followed by additional rotation for 90 min. Three washing steps with binding buffer and another one with TEV buffer (10% (v/v) glycerol, 10 mM Tris pH 8, 2 mM MgCl2, 100 mM NaCl and 1 mM DTT) were preformed for 10 min each. Elution of the bound material from the beads was performed by incubating the beads overnight with 1 μg of TEV protease in 50 μL TEV buffer. The supernatant was then transferred to a new tube. Samples were taken either for analyses or for further isolation by glycerol gradients. Isolation of supraspliceosomes. All isolation steps were conducted at 4 °C. Nuclear supernatants enriched in supraspliceosomes were prepared as described [14,53]. Briefly, nuclear supernatants were prepared from purified cell nuclei by microsonication of the nuclei and precipitation of the chromatin in the presence of transfer RNA. The nuclear supernatant was fractionated on 10%–45% (v/v) glycerol gradients. Centrifugations were carried out at 4 °C in an SW41 rotor run at 41 krpm for 90 min (or an equivalent w2t). The gradients were calibrated with tobacco mosaic virus as a 200S sedimentation marker. Protein analyses. For protein analyses, samples were acetone-precipitated, electrophoresed on SDS-polyacrylamide gels, and were either stained or blotted. For total protein visualization by silver staining, the proteins were fixed in 40% ethanol, 10% acetic acid for 60 min, washed in double distilled water (DDW) for at least 30 min, sensitized in 0.02% Na2S2O3 for 1 min, and washed 3 times in DDW, 20 s each. The gel was then incubated in a solution of 0.1% AgNO3 and 0.074% formaldehyde for 20 min, and washed afterwards 3 times in DDW, 20 s each, and for additional 1 min. Development was performed in 3% Na2CO3, 0.02% formaldehyde, and the reaction was stopped in 5% acetic acid for 5 min. WB analyses were performed using anti-Sm MAb Y12 [54]; anti-hnRNP U (Santa Cruz Biotechnology, Dallas, TX, USA); anti hnRNP A1 (Abcam, Tel Aviv, Israel); anti ILF3 (BD Biosciences, Franklin Lakes, NJ, USA), and visualized with horseradish peroxidase conjugated to affinity-pure Goat anti-Mouse IgG (H + L; Jackson Immunoreaserch, West Grove, PA, USA) diluted 1:3000; anti-hnRNP G kindly provided by Stefan Stamm (University of Kentucky, Lexington, KY, USA), visualized with horseradish peroxidase conjugated to affinity-pure Goat anti-Rabbit IgG (H + L; Jackson Immunoreaserch) diluted 1:10,000. For mass spectrometry analyses, the proteins were acetone-precipitated, electrophoresed 1 mm into NuPAGE 4%–12% Bis-Tris gel (Life Technologies, Modiin, Israel), and stained using the colloidal blue staining kit (Life Technologies), according to the manufacturer’s instructions. Each sample corresponded to a single band of coomassie-stained gel and was excised. The proteins where digested using Trypsin as described elsewhere [55]. In brief, proteins were reduced in 10 mM DTT for 30 min at 37 °C, alkylated in 55 mM iodoacetamide for 20 min at room temperature in the dark, and digested overnight at 37 °C with 12.5 ng/μL Trypsin (Proteomics Grade, Sigma, St. Louis, MO, USA). The digestion solution was then acidified to 0.1% of TFA and spun onto StageTips as described in the literature [56]. Peptides were eluted in 20 μL of 80% acetonitrile in 0.1% TFA and were concentrated to 4 μL (Concentrator 5301, Eppendorf AG, Hamburg, Germany). The peptides sample was then diluted to 5 μL by 0.1% TFA for LC-MS/MS analysis. Analyses were performed using a LTQ-Orbitrap mass spectrometer (Thermofisher Scientific, Waltham, MA, USA) coupled on-line to an Agilent 1200 binary nano pump (Palo Alto, CA, USA) and an HTC PAL autosampler (CTC, Zwingen, Switzerland). The analytical column with a self-assembled particle frit [57] and C18 material (ReproSil-Pur C18-AQ 3 μm; Dr. Maisch, GmbH, Ammerbuch, Germany) was packed into a spray emitter (75-μm ID, 8-μm opening, 300-mm length; New Objective, Woburn, MA, USA) using an air-pressure pump (Proxeon Biosystems, Vienna, Austria). Mobile phase A consisted of 5% acetonitrile and 0.5% acetic acid in water; mobile phase B, consisted of 0.5% acetic acid in acetonitrile. The peptides were loaded onto the column at a flow rate of 0.7 μL/min and eluted at a flow rate of 0.3 μL/min using a three-step linear gradient raising to 5% buffer B in 1 min, followed by increase to 23% buffer B in 135 min and then to 80% buffer B in 10 min. FTMS spectra were recorded at 60,000 resolution and the six most intense peaks of the MS scan were selected in the ion trap for MS2, (normal scan, wideband activation, filling 5.0 × 105 ions for MS scan, 1.0 × 104 ions for MS2, maximum fill time 100 ms, dynamic exclusion for 180 s). Searches were conducted using Mascot against a database containing human sequences [58]. The search parameters were: MS accuracy, 6 ppm; MS/MS accuracy, 0.6 Da; enzyme, trypsin; allowed number of missed cleavages, 2; fixed modification, carbamidometylation on Cysteine; variable modification, oxidation on Methionine. RNA isolation and RT-PCR analyses. For RNA extraction, samples (up to 250 μL) in 10% (v/v) glycerol, 10 mM Tris pH 8, 100 mM NaCl, 2 mM MgCl2 and 2 mM VR were mixed with 75 μL of extraction buffer (50 mM Tris pH 7.5, 150 mM NaCl) and 25 μL of 10% (w/v) SDS. The RNA was recovered by extraction with phenol and precipitation in ethanol. The RNA was treated with DNase I (50 U/mL; Promega, Madison, WI, USA). cDNA was synthesized from up to 3 µg of RNA, using dT15 primer and MMLV reverse transcriptase (Promega). PCRs (20 µL) containing 2.5 µL of the cDNA products, 10 pmol of the relevant primers and 1 U of Taq DNA polymerase (Promega) were preformed. The following primer pairs were used: Actin: 5'-CAAGGCCAACCGCGAGAAGATGAC-3' and 5'-AGGAAGGAAGGCTGGAAGAGTGC-3'; AdML: 5'-AATTCGAGCTCGGTACCCC-3' or 5'-GTTCGTCCTCACTCTCTT-3' and 5'-GAGGGGCAAACAACAGATGG-3'. Electron microscopy. 10 μL aliquots of the samples were absorbed on glow-discharged carbon-coated grids and negatively stained with 1% uranyl acetate. A Tecnai 12 TEM (FEI, Eindhoven, The Netherlands), operating at acceleration voltage of 100 kV, equipped with a 1 K × 1 K TEMcam CCD camera was used (TVIPS, Gauting, Germany). U snRNA analysis. For Northern blot analysis, RNA was extracted from the nuclear supernatants or from the affinity purified splicing complexes prepared from the stable cell lines described above, and electrophoresed on a 7 M urea/10% polyacrylamide gel. The RNA was then transferred to a Hybond-XL membrane (GE healthcare, Pittsburgh, PA, USA) and hybridized with [α-32P] UTP-labeled RNA transcripts, each complementary to either U1, U2, U4, U5, and U6 snRNAs as described [15,16], with minor changes. Briefly, the U snRNA plasmids were linearized, extracted with phenol and precipitated in ethanol. 1 μg from each plasmid was used as template for in vitro splicing reaction (20 μL), which also contained 0.5 mM ATP, 0.5 mM CTP, 5 mM GTP, 0.25 mM UTP, 40 mM Tris pH 7.5, 6 mM MgCl2, 10 mM DTT, 10 mM NaCl, 2 mM spermidine, 50 U RNasin (EURX, Gdansk, Poland), 20 μCi of [α-32P] UTP (PerkinElmer, 3000 Ci/nmol) and 20 U of RNA polymerase (Promega). The reaction was preformed for 90 min at 37 °C, and cleaned with Sephadex G-25 beads (Sigma Aldrich, St. Louis, MO, USA). Hybridization was performed by overnight incubation of the membrane, at 65 °C, with 1.5 × 107 cpm mix of the five RNA probes in 10 mL hybridization buffer (340 mM Na2HPO4, 160 mM NaH2PO4, 1% BSA, 7% SDS, 1 mM EDTA). The membrane was then washed with 3 consecutive washing buffers [washing buffer #1 (2× SSC, 0.1% SDS); washing buffer #2 (1× SSC, 0.1% SDS); washing buffer #3 (0.1× SSC, 0.2% SDS)], for 15 min each. Washing with washing buffer 1 was performed at room temperature. Washing with buffers 2 and 3 were performed at 65 °C. The membrane was exposed to a phosphorimager. Bands were quantified with Image Gauge version 3.46 software (FUJIFILM, Benei Brak, Israel).

4. Conclusions

Isolation and characterization of splicing complexes assembled in vivo on specific transcripts, at defined functional states, revealed that they are assembled in supraspliceosomes at all splicing stages. This study also demonstrated that in cell nuclei, transcripts having one intron are also assembled and processed in supraspliceosomes. This is in accordance with previous experiments with reconstituted supraspliceosomes, which showed that pre-mRNAs with less than four introns are also assembled in supraspliceosomes [15]. Likely, the interactions of the RNA with the substructures of the supraspliceosome are sufficient to hold the structure together [15]. Analysis of the U snRNA composition of these supraspliceosomes revealed that they are assembled with all five U snRNAs at all splicing stages. We can, thus, conclude that dynamic changes in base-pairing interactions of U snRNA:U snRNA and U snRNA:pre-mRNA that occur in vivo during the splicing reaction do not require changes in U snRNP composition of the supraspliceosome. We can further conclude that supraspliceosomes isolated from mammalian cell nuclei are pre-assembled splicing complexes at all splicing stages. Furthermore, there is no need to reassemble a native spliceosome for the splicing of each intron, and rearrangements of the interactions will suffice. Protein composition analyses of specific supraspliceosomes assembled on mature and precursor molecules show that the core splicing components are present at all splicing stages, supporting the pre-assembled nature of the supraspliceosome. The dynamic nature of the splicing machine was also shown, as some differences in protein composition were observed in supraspliceosomes at the different splicing stages. The finding of RNA processing components, such as 3' end processing and RNA editing, as integral components of supraspliceosomes further support the notion that the supraspliceosome is the nuclear pre-mRNA processing machine.
  53 in total

1.  The spliceosome: no assembly required?

Authors:  Timothy W Nilsen
Journal:  Mol Cell       Date:  2002-01       Impact factor: 17.970

Review 2.  Spliceosomal UsnRNP biogenesis, structure and function.

Authors:  C L Will; R Lührmann
Journal:  Curr Opin Cell Biol       Date:  2001-06       Impact factor: 8.382

Review 3.  Protein factors in pre-mRNA 3'-end processing.

Authors:  C R Mandel; Y Bai; L Tong
Journal:  Cell Mol Life Sci       Date:  2008-04       Impact factor: 9.261

Review 4.  The SR protein family of splicing factors: master regulators of gene expression.

Authors:  Jennifer C Long; Javier F Caceres
Journal:  Biochem J       Date:  2009-01-01       Impact factor: 3.857

Review 5.  The spliceosome: design principles of a dynamic RNP machine.

Authors:  Markus C Wahl; Cindy L Will; Reinhard Lührmann
Journal:  Cell       Date:  2009-02-20       Impact factor: 41.582

Review 6.  Structure and function of the Pre-mRNA splicing machine.

Authors:  Joseph Sperling; Maia Azubel; Ruth Sperling
Journal:  Structure       Date:  2008-11-12       Impact factor: 5.006

7.  Translational repression and specific RNA binding by the coat protein of the Pseudomonas phage PP7.

Authors:  F Lim; T P Downey; D S Peabody
Journal:  J Biol Chem       Date:  2001-04-16       Impact factor: 5.157

8.  RNA editing activity is associated with splicing factors in lnRNP particles: The nuclear pre-mRNA processing machinery.

Authors:  O Raitskin; D S Cho; J Sperling; K Nishikura; R Sperling
Journal:  Proc Natl Acad Sci U S A       Date:  2001-05-29       Impact factor: 11.205

9.  Heterogeneous nuclear ribonucleoprotein G regulates splice site selection by binding to CC(A/C)-rich regions in pre-mRNA.

Authors:  Bettina Heinrich; Zhaiyi Zhang; Oleg Raitskin; Michael Hiller; Natalya Benderska; Annette M Hartmann; Laurent Bracco; David Elliott; Shani Ben-Ari; Hermona Soreq; Joseph Sperling; Ruth Sperling; Stefan Stamm
Journal:  J Biol Chem       Date:  2009-03-12       Impact factor: 5.157

10.  Mass spectrometry-based relative quantification of proteins in precatalytic and catalytically active spliceosomes by metabolic labeling (SILAC), chemical labeling (iTRAQ), and label-free spectral count.

Authors:  Carla Schmidt; Mads Grønborg; Jochen Deckert; Sergey Bessonov; Thomas Conrad; Reinhard Lührmann; Henning Urlaub
Journal:  RNA       Date:  2014-01-21       Impact factor: 4.942

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  12 in total

Review 1.  A novel role of U1 snRNP: Splice site selection from a distance.

Authors:  Ravindra N Singh; Natalia N Singh
Journal:  Biochim Biophys Acta Gene Regul Mech       Date:  2019-04-28       Impact factor: 4.490

2.  Dual function of C/D box small nucleolar RNAs in rRNA modification and alternative pre-mRNA splicing.

Authors:  Marina Falaleeva; Amadis Pages; Zaneta Matuszek; Sana Hidmi; Lily Agranat-Tamir; Konstantin Korotkov; Yuval Nevo; Eduardo Eyras; Ruth Sperling; Stefan Stamm
Journal:  Proc Natl Acad Sci U S A       Date:  2016-03-08       Impact factor: 11.205

3.  A Ribonucleoprotein Supercomplex Involved in trans-Splicing of Organelle Group II Introns.

Authors:  Olga Reifschneider; Christina Marx; Jessica Jacobs; Laxmikanth Kollipara; Albert Sickmann; Dirk Wolters; Ulrich Kück
Journal:  J Biol Chem       Date:  2016-09-19       Impact factor: 5.157

Review 4.  Structural studies of the endogenous spliceosome - The supraspliceosome.

Authors:  Joseph Sperling; Ruth Sperling
Journal:  Methods       Date:  2017-04-13       Impact factor: 3.608

Review 5.  Biology of the mRNA Splicing Machinery and Its Dysregulation in Cancer Providing Therapeutic Opportunities.

Authors:  Maxime Blijlevens; Jing Li; Victor W van Beusechem
Journal:  Int J Mol Sci       Date:  2021-05-12       Impact factor: 5.923

Review 6.  The Supraspliceosome - A Multi-Task Machine for Regulated Pre-mRNA Processing in the Cell Nucleus.

Authors:  Kinneret Shefer; Joseph Sperling; Ruth Sperling
Journal:  Comput Struct Biotechnol J       Date:  2014-09-28       Impact factor: 7.271

7.  ARiBo pull-down for riboproteomic studies based on label-free quantitative mass spectrometry.

Authors:  Geneviève Di Tomasso; Lisa M Miller Jenkins; Pascale Legault
Journal:  RNA       Date:  2016-09-22       Impact factor: 4.942

8.  Dynamic Supraspliceosomes Are Assembled on Different Transcripts Regardless of Their Intron Number and Splicing State.

Authors:  Naama Sebbag-Sznajder; Yehuda Brody; Hodaya Hochberg-Laufer; Yaron Shav-Tal; Joseph Sperling; Ruth Sperling
Journal:  Front Genet       Date:  2020-05-15       Impact factor: 4.599

9.  Small RNA sequences derived from pre-microRNAs in the supraspliceosome.

Authors:  Shelly Mahlab-Aviv; Ayub Boulos; Ayelet R Peretz; Tsiona Eliyahu; Liran Carmel; Ruth Sperling; Michal Linial
Journal:  Nucleic Acids Res       Date:  2018-11-16       Impact factor: 16.971

10.  Spliceosome-Associated microRNAs Signify Breast Cancer Cells and Portray Potential Novel Nuclear Targets.

Authors:  Shelly Mahlab-Aviv; Keren Zohar; Yael Cohen; Ayelet R Peretz; Tsiona Eliyahu; Michal Linial; Ruth Sperling
Journal:  Int J Mol Sci       Date:  2020-10-30       Impact factor: 5.923

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