Drosha Promotes Splicing of a Pre-microRNA-like Alternative Exon
MicroRNAs (miRNAs) are short non-coding RNAs that function in gene silencing and are produced by cleavage from a larger primary RNA transcript through a reaction that is carried out by the Microprocessor. Primary miRNA transcripts are often located within the introns of genes. Thus, both the Microprocessor and the spliceosome, which is responsible for pre-mRNA splicing, interact with the same sequences, though little is known about how these two processes influence each other. In this study, we discovered that the alternatively spliced eIF4H exon 5 is predicted to form an RNA hairpin that resembles a Microprocessor substrate. We found that the Microprocessor can bind and cleave exon 5, which precludes inclusion of the exon in the mRNA. However, we find that Drosha, a component of the Microprocessor, primarily functions to enhance exon 5 splicing both in vitro and in cells, rather than to cleave the RNA. Our results suggest that the Microprocessor has a role in splicing that is distinct from its role in miRNA biogenesis. This Microprocessor activity represents a new function for the complex that may be an important mechanism for regulating alternative splicing.
Published in the journal:
. PLoS Genet 10(5): e32767. doi:10.1371/journal.pgen.1004312
Category:
Research Article
doi:
https://doi.org/10.1371/journal.pgen.1004312
Summary
MicroRNAs (miRNAs) are short non-coding RNAs that function in gene silencing and are produced by cleavage from a larger primary RNA transcript through a reaction that is carried out by the Microprocessor. Primary miRNA transcripts are often located within the introns of genes. Thus, both the Microprocessor and the spliceosome, which is responsible for pre-mRNA splicing, interact with the same sequences, though little is known about how these two processes influence each other. In this study, we discovered that the alternatively spliced eIF4H exon 5 is predicted to form an RNA hairpin that resembles a Microprocessor substrate. We found that the Microprocessor can bind and cleave exon 5, which precludes inclusion of the exon in the mRNA. However, we find that Drosha, a component of the Microprocessor, primarily functions to enhance exon 5 splicing both in vitro and in cells, rather than to cleave the RNA. Our results suggest that the Microprocessor has a role in splicing that is distinct from its role in miRNA biogenesis. This Microprocessor activity represents a new function for the complex that may be an important mechanism for regulating alternative splicing.
Introduction
MicroRNAs (miRNAs) are short non-coding RNAs that mediate posttranscriptional gene silencing by base-pairing with target mRNAs. The production of mature miRNAs occurs through a series of processing steps beginning with cleavage from the primary RNA transcript by the Microprocessor complex, which is minimally composed of the ribonuclease (RNase) III enzyme Drosha and the RNA binding protein DGCR8 [1]–[6]. Microprocessor cleavage generates a pre-miRNA of ∼60–70 nts which is subsequently exported to the cytoplasm and cleaved by a second RNase III enzyme, Dicer, into a mature miRNA that can target mRNAs [7]–[11].
Cleavage of an RNA transcript by Drosha in the Microprocessor complex occurs cotranscriptionally. Many miRNAs are intragenic, residing within introns and exons of other genes, and are transcribed from the host gene promoter [12], [13]. Splicing, the process by which non-coding introns are removed and exons are ligated together by the macromolecular spliceosome complex, also occurs cotranscriptionally. Thus, processing of intragenic miRNAs by the Microprocessor must occur in the context of splicing. The mechanisms that dictate the coordination of splicing and miRNA processing are not clearly understood.
Splicing and miRNA processing not only occur on shared RNA transcripts, but the proteins that are involved in these reactions are physically and functionally associated [2], [14]–[21], suggesting that splicing and pre-miRNA biogenesis may be more intimately associated than currently appreciated. Although studies have demonstrated that miRNA cleavage from introns does not affect splicing [13], [22], the influence of the two processes on each other is likely context-dependent. For example, the presence of exons flanking intronic miRNAs can promote miRNA production [23]. Likewise, excision of an intronic pre-miRNA has been shown to promote splicing, and splicing of an upstream exon, in turn, can promote pre-miRNA cleavage [24]. In contrast to these apparently cooperative activities, miRNA biogenesis and splicing are mutually exclusive when miRNAs are located in exons [25]–[27] or overlap splice sites [28], [29]. In addition, binding of the Microprocessor to alternative exons has been shown to limit mRNA isoform abundance [30], [31], further suggesting competition between splicing and miRNA biogenesis when the spliceosome and the Microprocessor recognize and cleave the same sequences.
Although the RNase III activity of Drosha in miRNA biogenesis is the most well documented function of Drosha, there is evidence that Drosha may also perform cleavage-independent activities in the nucleus. For example, in human cells, Drosha has been found in a larger protein complex comprised of proteins with unknown functions in miRNA biogenesis including several splicing factors [2]. This large complex cleaves RNA inefficiently in vitro and thus has the potential to have an alternative, cleavage-independent function in the cell [2]. In support of this notion, Drosha was recently shown to regulate the transcription of some genes in a cleavage-independent manner [32]. Thus, there appears to be contexts in which Drosha may function to influence gene expression in a manner that is not associated with miRNA biogenesis.
Here, we report on a new function for Drosha as an alternative splicing factor that enhances inclusion of an exon that is a Drosha-binding substrate. We find that the alternatively spliced exon 5 from the eukaryotic translation initiation factor 4H (eIF4H) gene transcript forms a hairpin structure that can be bound by the Microprocessor. We demonstrate that Drosha can cleave this exon in a canonical manner via the Microprocessor. However, Drosha expression does not cause a decrease in eIF4H mRNA abundance or lead to an increase in exon 5 skipping, which would be expected if cleavage were occurring efficiently. Rather, the predominant function of Drosha in eIF4H expression is to increase exon 5 splicing. This Drosha-mediated enhancement of splicing depends on the hairpin structure of the exon both in cells and in vitro. Our study identifies a mechanism for the regulation of splicing and miRNA biogenesis that involves a previously unappreciated role for Drosha in alternative splicing whereby Drosha enhances splicing of a regulated exon that resembles a canonical Drosha substrate.
Results
eIF4H exon 5 has a predicted hairpin structure resembling a Microprocessor substrate
In the course of studying the relationship between miR-590 processing and the splicing of the upstream alternative exon 5 of the eIF4H gene transcript, we discovered that exon 5, itself, is predicted to form a pre-miRNA-like hairpin structure (Figure 1A). Exon 5 is 60 nucleotides (nts) long, a length typical for a pre-miRNA [5]. When folded with flanking intronic sequences, the exon forms a hairpin with a basal stem of ∼11 base-pairs and unstructured nucleotides flanking the basal stem, all of which are features common to canonical miRNAs [33]. The exon also has sequence elements that have been predicted to contribute to Microprocessor substrate specificity [34], including a CNNC motif located 18 nts downstream (−18 nts) from a potential Microprocessor cleavage site [34], and a uridine positioned 14 nts upstream (+14 nts) from a putative Drosha cleavage site (Figure 1B) [34]. The sequence and structure of exon 5 are conserved in placental and non-placental (Opossum) mammals (Figure 1C and 1D). However, in chicken, the structure is not conserved and the sequence also is not recognized as an exon (Figure 1C and 1D), indicating a possible co-evolution of the exon and structure. Together, these results suggest that the structure may be important for splicing of this regulated exon, and raise the possibility that the Microprocessor interacts with this structure, which could have an effect on splicing.
The Microprocessor can cleave eIF4H exon 5
To test whether eIF4H exon 5 can be processed into small RNAs by the miRNA processing machinery, we performed in vitro miRNA processing experiments. Exon 5 and the flanking intronic sequences were transcribed in vitro and incubated with immunopurified, FLAG-tagged Drosha, DGCR8 and Dicer, the RNase III enzyme that cleaves pre-miRNA to generate a mature ∼20–23 nt miRNA [8], [9]. Transdominant negative (TN) Drosha and TN Dicer, which can bind to but not cleave RNA substrates [35], were also tested. We found that the Microprocessor and Dicer cleaved eIF4H exon 5 into ∼60 and ∼20 nt fragments, sizes that are consistent with cleavage by Drosha and Dicer into a pre-miRNA and mature miRNA, respectively (Figure 2). Exon 5 processing by the Microprocessor was comparable to that of canonical miRNAs miR-96 and miR-590 (Figure 2). Other RNA substrates that are comprised of alternative exons, APP exon 8 and SMN1 exon 7, are not predicted to form hairpins (Figure S1), and were not cleaved in a specific manner by the components of the miRNA biogenesis pathway (Figure 2). Additionally, the Microprocessor did not arbitrarily process hairpin RNAs, as it did not cleave miR-877, a mirtron with a hairpin structure that relies on splicing rather than the Microprocessor for excision from the primary RNA transcript [36]–[38] (Figure 2). The transdominant negative versions of Drosha and Dicer did not cleave eIF4H exon 5 into pre- or mature miRNA, respectively, indicating that exon 5 excision from the RNA transcript requires the RNase activity of these proteins (Figure 2). These results demonstrate that the Microprocessor and Dicer can specifically bind and cleave eIF4H exon 5. Whole cell extract did not efficiently process eIF4H exon 5 into a pre-miRNA, possibly indicating that other factors present in these complete extracts, and absent in the purified Microprocessor complex, may inhibit Drosha cleavage of exon 5.
To determine the nature of the eIF4H exon 5 cleaved products, we isolated the small RNAs (30–80 nts) from the in vitro processing gel and identified the terminal ends by 5′ and 3′ rapid amplification of cDNA ends (RACE). This technique only allows the detection of RNA species containing a 5′-terminal phosphate and 3′-terminal hydroxyl group, which are indicative of specific RNA cleavage rather than hydrolysis or degradation. The Microprocessor generated several distinct 5′ and 3′ ends within the exon and adjacent to the splice sites in the flanking introns (Figures 3A and S2). We conclude from these results that cleavage of eIF4H exon 5 by the Microprocessor can effectively remove the exon from the pre-mRNA, thus demonstrating an interaction between exon 5 and the Microprocessor.
We next asked whether exon 5 is cleaved by the Microprocessor in cells. We carried out 5′ RACE on total RNA from HEK-293T cells to determine the sequence and termini of exon 5-derived, cleaved RNAs. We identified some of the same 5′ ends in cells that we found in vitro (Figure S2), which suggests that the exon 5 cleavage by the Microprocessor complex also occurs in cells.
To test whether mature miRNAs are generated from exon 5 in cells, we predicted miRNA sequences based on the identified Drosha cleavage sites and extrapolation of Dicer cleavage sites using the prediction algorithm, PHDcleav [39] (Figure 3A). We designed stem-loop primers for reverse transcription that were specific for all predicted mature miRNA 3′ ends and the 3′ ends detected by 3′RACE (Figure S2), and determined the actual cleavage sites based on the detection of a product following RT-PCR with the matching stem-loop primer (See Table S1 for stem-loop primers). We detected both a putative mature 5p-miRNA and a 3p/pre-miRNA generated from exon 5 in cells (Figure 3B), albeit at low abundance.
To confirm the presence of the exon 5 small RNAs in cells, we performed Northern blot analysis of total RNA from naïve HEK-293T cells or cells transfected with a minigene expressing an RNA that includes eIF4H exons 4 through 6 and the intervening intronic sequences. We analyzed the blots using probes specific for either exon 5 or miR-590, which is also expressed from the minigene and was included as a positive control. We detected a putative pre-miRNA species of ∼70 nts (Figure S3), which is ∼10 nts longer than the predominant cleavage product generated in the in vitro processing assay, which may indicate that cleavage in cells in the context of splicing occurs more frequently in the intronic sequences flanking exon 5, consistent with 5′ RACE results (Figure S2, product 10). We did not detect an appreciable amount of endogenous or minigene-derived mature or pre-miRNA species derived from exon 5 in cells (Figure S3), indicating that Drosha cleavage of exon 5 may be inefficient in vivo, similar to cleavage in whole cell extracts in the in vitro assay (Figure 2). We also detected both a pre-miR-590 and mature miR-590-5p in the eIF4H mini-gene transfected cells only, suggesting a low abundance of endogenous miR-590 in these cells (Figure S3).
We next tested whether the exon 5 3p-miRNA/pre-miRNA is a bona fide Drosha cleavage product. For this, we transfected HEK-293T cells with transdominant negative (TN) Drosha which binds RNA without cleaving, and also reduces endogenous Drosha cleavage by competitively binding to substrates [3], [35] (Figure 3). We found that the abundance of exon 3p/pre-miRNA and a control miRNA, miR-126, decreased when TN Drosha is expressed in cells (Figure 3C and 3D) as expected for a Drosha-dependent substrate. This result confirms that Drosha can cleave exon 5 in cells.
To investigate whether this decrease in cleavage of exon 5 had an effect on eIF4H expression, we analyzed total eIF4H abundance by real-time quantitative PCR with primers to a common region of the gene transcript. We found that TN Drosha expression does not result in an increase in the overall abundance of eIF4H that would be expected to accompany a decrease in cleavage of eIF4H exon 5 (Figure 3E). We conclude that either Drosha cleavage of exon 5 is such a rare event that it does not alter eIF4H abundance, or cleavage of the exon results in splicing from exon 4 to exon 6 in transcripts that have been cleaved by Drosha in exon 5, resulting in no net reduction in total eIF4H mRNA.
Drosha enhances exon 5 splicing
To determine whether Drosha-cleavage of exon 5 leads to a change in the alternative splicing of the exon, we overexpressed wild-type Drosha in HEK-293T cells and analyzed splicing by RT-PCR (Figure 4A, 4B and 4C). We predicted that Drosha overexpression would increase exon skipping if Drosha cleaves exon 5 from the pre-mRNA, thereby forcing splicing between exon 4 and exon 6. However, we found that an ∼eight-fold over-expression of Drosha resulted in significant 1.6-fold increase in exon 5 inclusion (Figure 4A and 4B).
Because Drosha cleaves DGCR8 mRNA [40], over-expression of the protein can potentially lower Microprocessor activity rather than elevate it, which could explain the unexpected effect of Drosha in promoting exon 5 splicing. To address this possibility, we quantitated the abundance of DGCR8 upon Drosha overexpression. We found no change in DGCR8 abundance following Drosha overexpression (Figure 4D), presumably because Drosha abundance is not limiting DGCR8 cleavage. These results establish that a negative feed-back loop is not responsible for the observed change in exon 5 splicing and further support a potential role for Drosha in splicing.
To test more directly whether Drosha is involved in exon 5 alternative splicing by cleaving exon 5 or by simply binding to the exon, we uncoupled Drosha binding from cleavage by expressing TN Drosha in HEK-293T cells and assessed the effect of this cleavage-deficient form of Drosha on exon splicing by RT-PCR. TN Drosha expression, ∼five-fold higher than endogenous Drosha (Figure 4A and 4E) levels, caused a significant 2.4-fold increase in exon 5 inclusion relative to exon 5 skipped mRNA isoforms (Figure 4A and 4B). TN Drosha expression also affected Drosha miRNA biogenesis activity, as we observed a significant decrease in miR-126 RNA (Figure 3D) and an increase in DGCR8 expression (Figure 4D), as expected [40], confirming that TN-Drosha was expressed at a functional level. This effect on splicing was specific to eIF4H, as TN Drosha did not affect the inclusion of another small alternative exon, exon 7 in SMN2 (Figure S4), which is not predicted to form a hairpin. The fact that TN Drosha expression enhanced splicing to a greater degree than overexpression of wild-type Drosha suggests that sustained binding to the RNA, or binding without cleavage has a more robust effect on exon 5 splicing. We conclude that the Drosha-mediated enhancement of exon 5 splicing is most likely not mediated by cleavage of the pre-mRNA transcript, as overexpression of wild-type Drosha or TN Drosha resulted in similar improvements in splicing and neither resulted in alterations in total mRNA levels (Figures 3 and 4).
To further assess whether the increase in exon 5 splicing observed upon expression of TN Drosha was a result of Drosha binding, we depleted cellular Drosha by RNAi-mediated knockdown (Figure S5). We observed a significant increase in DGCR8 mRNA (Figure S5G), a substrate for Drosha cleavage, confirming a functional reduction in Drosha [40]. However, depletion of Drosha did not significantly affect the relative amount of exon 5 inclusion or total eIF4H mRNA (Figure S5E and S5F). Canonical miR-126 levels were only modestly reduced (Figure S5C and S5H), suggesting that miR-126 may be more stable relative to DGCR8 mRNA. Together, our results suggest that Drosha can stimulate splicing, but is not required for the low level of basal exon 5 splicing. This result is consistent with a role for Drosha as a splicing enhancer.
We also considered the possibility that the increase in exon 5 splicing resulting from overexpression of TN Drosha and wild-type Drosha could be mediated by changes in miRNAs that are specifically targeted to sequences within exon 5. To test this idea, we manipulated miRNA biogenesis by overexpressing Dicer and TN Dicer in cells. We did not observe a change in eIF4H splicing when we expressed TN Dicer (Figure S6) or wild-type Dicer (Figure 4A, 4B and 4F), which suggests that eIF4H mRNA isoform abundance is not regulated by miRNAs (Figure S6 and 4). These results support a role for Drosha in stimulating exon 5 splicing in a manner that is distinct from its role in miRNA biogenesis.
We next performed immunoblot analysis of proteins isolated from HEK-293T cells transfected with or without TN Drosha and evaluated whether EIF4H protein abundance was altered in a Drosha-dependent manner, coincident with the change in exon 5 splicing. We found that the increase in eIF4H exon 5-containing mRNA isoforms that resulted from over-expression of TN Drosha also resulted in a significant increase (∼1.75 fold) in full-length EIF4H protein relative to the shorter isoform produced from mRNA lacking exon 5 (Figure 4G and 4H), The overall abundance of EIF4H protein was also reduced following TN Drosha expression (Figure 4I), perhaps reflecting differences in stability between the two isoforms or a decrease in translation of TN Drosha-bound mRNA.
Drosha-induced splicing enhancement depends on exon 5 structure
In order to better understand the role of Drosha in exon 5 splicing, we constructed a series of minigenes with mutations that alter the splicing or structure of the exon, and tested their effect on Drosha-induced splicing (Figure 5A). All mutations were designed to preserve the predicted hairpin structure of exon 5, except in the case of the exon 5 ΔStructure construct (Figure S7). Splicing of the minigene-derived RNA transcripts was analyzed by RT-PCR with primer pairs that specifically amplify minigene-derived RNA and that detect both the exon 5 included and skipped isoforms (Figure 5B) or detect the exon 5 included isoform and unspliced, intron 4 retained RNA (Figure 5C). In this way, we evaluated exon skipping, inclusion, and intron retention.
Fully-spliced mRNA that included exon 5 was not detectable from the wild-type eIF4H mini-gene transcripts, providing further evidence of the weak nature of exon 5 inclusion (Figure 5B, lane 1). However, splicing of exon 4 to exon 5 was observed (Figure 5C, lane 1), suggesting that inefficient splicing of exon 5 to exon 6 may limit exon 5 inclusion. The exon 5 structural mutation, which disrupts the hairpin, eliminated splicing of exon 4 to exon 5 (Figure 5C, lane 3). This result demonstrates that the structure of the exon is important for splicing and promotes, rather than inhibits the reaction (Figure 5). The eIF4H minigene with the mutation that improved the intron 4 polypyrimidine tract (Improved Py tract) produced predominantly exon 5 included mRNA and no intron retention (Figure 5B and 5C). Taken together, these results suggest that splicing of exon 5 to exon 6 limits exon 5 inclusion in the mRNA and that this limitation can be overcome by strengthening the 3′ splice site, which could define a potential role for Drosha in splicing enhancement via the hairpin.
To evaluate the role of Drosha in the control of exon 5 splicing in the context of the splicing and structural mutations, we co-transfected TN Drosha with the different minigenes. TN Drosha expression resulted in an seven-fold increase in exon 5 inclusion relative to skipping (Figure 5B, lanes 1, 2) and a 2.2-fold increase in splicing of exon 4 to exon 5 (Figure 5C, lanes 1, 2). The TN Drosha activity was dependent on intact splice sites and the hairpin structure (wild-type compared to Exon 5 ΔStructure, Δ3′/5′ss, Figure 5B and 5C), indicating that Drosha promotes exon 5 splicing in a structure-dependent manner. TN Drosha improved exon 5 inclusion of RNA from the improved Py tract-mutated minigene, but did not increase splicing of exon 4 to exon 5, as it was already completely spliced even in the absence of TN Drosha. These results suggest further that Drosha can act by improving splicing from exon 4 to exon 5 (Figure 5C, lanes 1, 2) and also may act to improve exon 5 inclusion by enhancing splicing of exon 5 to exon 6 (Figure 5B, lanes 9, 10). None of the mutations, with or without TN Drosha expression, affected the overall abundance of eIF4H mRNA (Figure S8), indicating that the observed changes in relative abundance of the mRNA isoforms were not due to significant changes in cleavage or stability of the RNA.
We also constructed a minigene with mutations that altered the structure of miR-590 in order to test the possibility that Drosha processing of, or binding to this downstream substrate could promote upstream splicing of exon 5, as has been reported for other intronic miRNAs [24]. We did not observe a change in exon 5 splicing when the miR-590 structure was disrupted with or without TN Drosha expression (Figure 5B and 5C). This result suggests that miR-590 does not affect Drosha-mediated enhancement of exon 5 splicing.
Drosha binds preferentially to eIF4H exon 5
To test whether the effect of Drosha on exon 5 splicing is due to a direct interaction between the protein and the exon, we performed co-immunoprecipitation experiments with Drosha and TN-Drosha. For this, we over-expressed FLAG-tagged Drosha or TN Drosha with the eIF4H wild-type minigene in HEK-293T cells, immunoprecipitated the proteins from the cellular lysates (Figure 6A), and assayed for co-immunoprecipitation of exon 5 unspliced mRNA and both mRNA isoforms with Drosha (Figure 6B). Unspliced eIF4H pre-mRNA and exon 5 included and skipped isoforms were bound by Drosha and TN Drosha. However, there was a dramatic 4.5–10-fold enrichment of exon 5 included mRNA relative to skipped isoforms in the bound fraction relative to the input fraction (Figure 6B), an effect that was enhanced in the TN Drosha immunoprecipitates. TN Drosha bound to eIF4H unspliced pre-mRNA to a lesser degree than wild-type Drosha, possibly because TN Drosha enhances exon 5 splicing more than Drosha (Figure 4A and 4B) and thus, less unspliced, pre-mRNA is expected to be present in the samples. These results indicate a preferential binding of Drosha to eIF4H exon 5 supporting a role for Drosha in splicing that involves direct binding to the exon.
Drosha has a direct effect on eIF4H splicing
To further confirm the role of Drosha in eIF4H splicing, we developed a cell-free assay for eIF4H exon 5 splicing that uncouples splicing from other cellular processes that could alter splicing, thereby allowing us to test whether Drosha has a direct role in eIF4H exon 5 splicing (Figure 7). Because intron 5 is too long to efficiently transcribe in vitro, we used an RNA splicing substrate comprised of exons 4 and exon 5 and the intervening intron 4 from wild-type and exon 5 ΔStructure eIF4H minigenes (Figure 7A). We in vitro transcribed the RNA and assessed splicing of this substrate in HeLa nuclear extract under splicing conditions in the presence or absence of immunoprecipitated FLAG-Drosha (Figure 7C and 7D) and FLAG-TN Drosha (Figure S9). Incubation of the RNA with HeLa nuclear extracts resulted in an ATP-dependent product of the expected size and sequence of correct exon 4 to exon 5 splicing. The addition of Drosha or TN Drosha to the reactions resulted in a dramatic enhancement of exon 5 splicing relative to nuclear extract alone or with FLAG-GFP (Figures 7C and S9). Disrupting the hairpin structure of exon 5 resulted in a 2–2.5-fold reduction in exon 5 splicing (Figures 7D and S9B), and lowered the effect of Drosha on splicing, as expected if Drosha mediates splicing enhancement through the hairpin structure. Our results demonstrate that Drosha and TN Drosha promote eIF4H splicing via the hairpin structure.
Discussion
Here, we report on the alternatively spliced eIF4H exon 5, which has a predicted hairpin structure that resembles a Drosha cleavage substrate. We show that Drosha not only can bind and cleave this exon, but it also can enhance splicing of exon 5. We do not detect appreciable amounts of cleavage of the exon by Drosha in cultured cells under normal conditions (Figures 3 and S3). Rather, we find that the primary effect of Drosha binding to the exon is the stimulation of exon 5 splicing, which occurs in a cleavage-independent but structure-dependent manner both in cell-free (Figure 7) and cell-based assays (Figures 4, 5 and 6)
Taken together, our results identify an RNA sequence that has the potential to function as an exon or a miRNA, and demonstrate that Drosha can mediate both of these functions. This finding suggests that Drosha could be a key factor in the coordination and co-regulation of intragenic miRNA biogenesis and splicing. eIF4H exon 5 splicing may exemplify a more wide-spread mode of alternative splicing regulation that is controlled by Drosha. The unusual multi-functional exon 5 sequence may also be an indication that the association of the spliceosome and Drosha has resulted in the creation of an exon as a result of recruitment of the spliceosome by Drosha or vice versa, the creation of a miRNA by recruitment of Drosha by the spliceosome.
One possibility is that Drosha has different functions depending on its binding partners and the context of its binding. Differential activity of Drosha has been suggested by its poor cleavage activity when it has been co-purified with a large protein complex that includes a number of specific splicing factors [2]. This alternative Drosha complex may have a different function in the cell than when Drosha is part of the Microprocessor complex.
Numerous studies have reported interactions between the spliceosome and the Microprocessor components [2], [19], [20], which suggests an intimate association between the miRNA cleavage and splicing of the pre-mRNA that is carried out by these complexes. Recruitment of the spliceosome is required for intron removal and exon ligation. However, the presence of the Microprocessor during the splicing reaction, by virtue of the Microprocessor's association with the spliceosome, could lead to cleavage of mRNA hairpins near splice sites, or alter splicing patterns. Indeed, widespread cleavage by the Microprocessor has been reported, and does not necessarily result in the production of miRNAs, suggesting that Drosha can cleave RNA hairpins in a manner that is more indiscriminate than previously appreciated [30], [31], [41], [42]. Given that RNA hairpins are the most common RNA structure [43], cleavage by the Microprocessor has the potential to have a significant impact on mRNA expression, especially given its interaction with the spliceosome. Mechanisms to control widespread cleavage of RNA by the Microprocessor must be in place to ensure mRNA expression. Our demonstration that Drosha can function as a splicing factor may suggest that modulation of Drosha activity regulates and coordinates cleavage and splicing.
Widespread and frequent cleavage of pre-mRNA transcripts by the Microprocessor is likely inhibited by other mechanisms dictating pre-mRNA processing to avoid massive down-regulation of gene expression. For example, the expression levels of the Microprocessor may determine, in part, the efficiency and specificity of Microprocessor substrate cleavage and prevent off-target cleavage [44]. Canonical splicing factors may also contribute to the regulation of Microprocessor-associated cleavage of intragenic RNA hairpins. Perhaps, when Drosha is associated with the spliceosome, it functions in a cleavage-independent manner. Additionally, splice site strength could dictate the processing events. For example, when splicing is efficient, the Microprocessor may not have the opportunity to cleave nearby hairpins due to splicing efficiency. In contrast, if splicing does not occur efficiently at a particular splice site, the Microprocessor may cleave nearby hairpins, possibly acting as a proofreading mechanism for inefficient splicing events. This system may have evolved to select against or regulate splicing or mis-splicing events that are characterized by weak splice sites. In the case of eIF4H exon 5, the association of the spliceosome with the Microprocessor may have led to the activation of an alternative exon or the creation of low abundance, miRNAs.
The collaboration between the spliceosome and Microprocessor is evident in our result that exon 5 splicing is enhanced in vitro and in cells by the overexpression of Drosha and by expression of the catalytically inactive TN Drosha (Figures 4, 7 and S9). The influence of splicing and Microprocessor activity on each other is also apparent when splicing efficiency is altered. Improvement of the polypyrimidine tract resulted in a dramatic increase in exon 5 splicing (Figure 5). This improvement in a core splice site signal may eliminate the dependence of splicing on Microprocessor recruitment via the hairpin, though Drosha can still further enhance splicing (Figure 5B).
A role for Drosha in splicing is not currently recognized as a common phenomenon, perhaps because the effect may be masked by competitive miRNA processing which could result in cleavage of the spliced isoforms that are enhanced by Microprocessor binding. This potential competition may also explain why knockdown of Drosha did not alter eIF4H exon 5 splicing, as there would be a reduction in mRNA cleavage by Drosha into the canonical 5p and 3p/pre-miRs that may preserve the exon 5 included mRNA isoforms. Although we cannot rule out a more robust competition between Microprocessor cleavage of exon 5 and splicing of exon 5 under certain circumstances, we do not find evidence for such competition in the cell system that we tested here. We find that Drosha can cleave exon 5 (Figure 2), but this does not appear to be a common event, as the corresponding small RNAs are not detectable by Northern blot (Figure S3) and we did not observe a change in mRNA abundance in the presence of TN Drosha (Figure 3). Previous studies have suggested a role for the Microprocessor in splicing. One report found that DGCR8 binds to many different mRNAs that have hairpin structures including alternatively spliced exonic sequences [31], [41]. Although analysis of alternative splicing changes in mouse cells lacking DGCR8 revealed many instances where exon inclusion is up-regulated, consistent with competition between splicing and miRNA processing, there were also numerous alternative exon isoforms that are down-regulated, which could be indicative of the enhancement of splicing by the Microprocessor which is absent in the DGCR8 knock-out cells [31]. Other groups have also observed a decrease in specific mRNAs following DGCR8 knockout [42]. These findings further suggest that the Microprocessor has activity as a splicing enhancer.
Regulation of exon 5 splicing may be physiologically relevant, as EIF4H plays a critical regulatory role in eIF4A helicase activity during translation initiation [45]–[47]. An increase in expression of the eIF4H mRNA isoform that includes exon 5 is associated with gastrointestinal cancer and has been implicated in cell proliferation and carcinogenesis [46], [47], indicating that control of exon 5 splicing is critical for proper cellular function. Indeed, according to the online cancer database Oncomine version 4.4.4 (Compendia Bioscience Inc., Ann Arbor, MI, USA), Drosha is overexpressed in a number of cancers including gastrointestinal tumors. Thus, Drosha may correlate with and potentially contribute to the upregulation of the exon 5 included isoform of eIF4H that has been observed in gastrointestinal cancers. Furthermore, if Drosha regulation of alternative splicing is a more wide-spread function of the protein, it is possible that changes in Drosha expression or activity could affect broad alternative splicing programs. Drosha levels have been reported to vary in different cell types [48] and disease conditions [49], which could result in splicing changes in addition to changes in miRNA and mRNA abundance that result from Drosha cleavage.
Overall, our results reveal a role for Drosha in splicing of an alternative exon that forms a pre-miRNA-like hairpin structure. Given the prevalence of RNA hairpins in pre-mRNA [43], the phenomenon of co-regulation of splicing and cleavage by the Microprocessor could be a prevalent mechanism for controlling gene expression, as exemplified in the case of eIF4H, described here.
Materials and Methods
Sequence analysis
Sequences alignments were generated using the MultAlin algorithm [50] with sequences from Homo sapiens (GRCh37), Mus musculus (GRCm38), Monodelphis domestica (BROADO5), and Gallus gallus (Galgal4). RNA structures were predicted using mfold RNA folding algorithm [51].
Plasmids
pCK-FLAG-TN Drosha and pCK-FLAG-TN Dicer were generous gifts from V. Narry Kim. pCK-FLAG-Drosha and pCK-FLAG-Dicer were previously generated in our lab [37]. FLAG-DGCR8 (Addgene) was purchased. The wild-type eIF4H minigene, comprised of exons 4–6 and the intervening introns, was generated by amplifying human genomic DNA with LongAmpTaq DNA polymerase (New England Biolabs). The amplicon was inserted into the pTarget vector (Promega) as per manufacturer's instructions. Mutations were introduced with the QuikChange Lightning mutagenesis kit (Agilent). Primer sequences are provided in Table S1. All plasmid constructs were sequenced to verify the correct insertion sequence.
In vitro transcription, miRNA processing and splicing
T7 DNA templates were generated from human genomic DNA or eIF4H minigenes by PCR with GoTaq Green Master Mix (Promega). Primer sequences are provided in Table S1. For the eIF4H substrates used in the in vitro miRNA processing experiments, the last 101 nts of intron 4 through the first 100 nts of intron 5 were included in the transcript. For the eIF4H transcripts used in in vitro splicing assays, the transcript contained exons 4 and 5 and the intervening intron. For RNA substrates used in miRNA processing, 150 nts to 100 nts of the intronic sequences flanking the exon or pre-miRNA were included in the transcript (see Table S1 for primer sequences). All RNA substrates used in in vitro miRNA processing were in vitro transcribed using T7 RNA polymerase (Promega), transcription buffer (Promega), with 10 mM DTT, 0.5 mM A, C, and G, 0.02 mM U, α-32P UTP and RNase inhibitor (Promega), whereas in vitro transcription reactions with transcripts used in in vitro splicing had 0.5 mM G and 0.5 µM 7Me-GpppG cap analog (New England Biolabs). The reactions were incubated for 1 hr at 37°C then treated with RQ1 DNase (Promega) for 30 min at 37°C. Reaction products were separated on 5% denaturing PAGE gels, and then excised and eluted from the gel in 0.3 M sodium acetate and 0.1% SDS (w/v), followed by phenol extraction, ethanol precipitation and were finally reconstituted in water.
For in vitro miRNA processing, FLAG-tagged GFP, DGCR8, Drosha and Dicer or dominant negative (TN) versions of Drosha and Dicer were transfected into HEK-293T cells, as previously described [37], and the FLAG-tagged proteins were isolated on M2-FLAG beads (Sigma). In vitro processing was carried out as previously described [37] except that 12 µg of each FLAG-tagged plasmid was transiently transfected into the cells and 10 fmol of in vitro transcribed RNA was used per reaction. Reactions were incubated for 2 hr at 30°C, and the products were separated on 8.4 M urea, 12% denaturing PAGE gels.
For in vitro splicing assays, HEK-293T cells were transfected with FLAG-tagged GFP, Drosha or TN Drosha and the proteins were collected in the same manner as for in vitro processing as previously described [37]. FLAG-Drosha, TN Drosha or GFP bound to anti-FLAG magnetic beads (Sigma) in lysis buffer [37], or lysis buffer alone, were combined with 10 fmol of in vitro transcribed RNA and HeLa nuclear extract under splicing conditions (32 mM HEPES, 3 mM MgCl2, 2.6% polyvinyl alcohol, 1X buffer D (20 mm HEPES-KOH, pH 8; 100 mm KCl; 0.2 mm EDTA; 20% (v/v) glycerol), 73 mM KCl) with or without 0.5 mM ATP and 4 mM creatine phosphate. The reactions were incubated for 2 hrs at 30°C. Reactions were stopped with stop buffer (0.3 M sodium acetate and 0.1% (w/v) SDS) and the RNA was phenol extracted followed by ethanol precipitation. All RNA was reverse transcribed with Goscript RT (Promega) using a reverse primer to exon 5 using. PCR with GoTaq Green master mix (Promega) was performed with a forward primer specific to the pTarget plasmid sequence that was present in the in vitro transcribed RNA and the reverse primer to exon 5. Spliced products were confirmed by sequencing.
5′/3′ RACE and sequencing
The in vitro processed RNA products in the range of 30–80 nts were excised from the gel, eluted, phenol/chloroform extracted, ethanol precipitated and resuspended in water. A 3′ linker, Linker 1 (Integrated DNA Technology), was added either to the excised in vitro processed products or total RNA from HEK-293T cells using RNA ligase 2 truncated (New England Biolabs) as per the manufacturer's instructions. A 5′ linker, M.R.S. linker (Integrated DNA Technology), was ligated to the 3′-linkered-RNA, using RNA ligase 2 (New England Biolabs) as per the manufacturer's instructions. The linkered RNA was reverse transcribed with a primer to the 3′ linker using GoScript Reverse Transcriptase (Promega). 5′ ends were identified using a reverse primer to eIF4H exon 5 and a forward primer to the 5′ linker. 3′ ends were determined using a forward primer to eIF4H exon 5 and a reverse primer to the 3′ linker. Primer sequences are provided in Table S1. PCR products were separated on 12% native PAGE gels, extracted, eluted, ethanol precipitated, resuspended and ligated into the pGEMEasy-T Vector (Promega) and sequenced at Northwestern University's Genomics core.
Cell culture and transfections
HEK-293T and HeLa cells were cultured in Dulbecco's modified Eagle's medium supplemented with 10% fetal bovine serum. Plasmids were transfected with Lipofectamine 2000 (Invitrogen) as per the manufacturer's instructions. For all experiments involving expression plasmids, RNA was harvested 48 hrs after transfection. Drosha RNAi experiments were performed as previously described [31]. RNA was collected using Trizol (Invitrogen) per the manufacturer's instructions.
Northern blot analysis
Total RNA was collected with Trizol (Invitrogen) from untreated HeLa cells or HeLa cells transiently transfected with wild-type eIF4H minigene using Lipofectamine 2000 (Invitrogen) as per the manufacturer's instructions. RNA (30 µg) was separated on an 8% denaturing PAGE gel and then transferred by electoblotting to Bright-Star-Plus membrane (Ambion), cross-linked and then blocked in Ultra-Hyb buffer (Ambion) as per the manufacturer's instructions. RNA was detected using a custom-designed miRCURY LNA detection probe (Exiqon) targeting the first 18 nts of eIF4H exon 5, that was end labeled with 32P-γ-ATP and incubated overnight. The membrane was washed twice with low stringency wash (2× SSC, 0.1% SDS) followed by two washes with high stringency wash (0.1XSSC, 0.1% SDS). Membranes loaded with the same samples were probed with a 32P-γ-ATP end-labeled miR-590 miRCURY LNA detection probe (Exiqon 38686-00).
Immunoprecipitation
Immunoprecipitation of FLAG-tagged proteins and analysis of co-precipitated RNAs derived from HEK-293T cells transiently transfected with FLAG-Tagged GFP, Drosha, or TN Drosha and wild-type eIF4H minigene was performed as previously described [37].
RT-PCR
Reverse transcription was performed using GoScript Reverse Transcriptase (Promega) as per manufacturer's instructions. The same kit was used to reverse transcribe small RNAs with gene-specific stem-loop primers as previously described [37] or linker-specific primers. PCR was performed with GoTaq Green Master Mix (Promega) and α-32P-dCTP. Various PCR cycle numbers were tested to insure amplification in the linear range. Amplification products from stem-loop PCR of small RNAs were separated on 12% native PAGE gels and mRNA products on 6% native PAGE gels. Products were quantitated using a Typhoon 9400 Variable Mode Imager (GE Healthcare), with the exceptions of 3p/pre-miR following expression of TN Drosha and the unspliced pre-mRNA levels of eIF4H in the immunoprecipitation assays, which were quantitated using NIH Image J software. SMN PCR reactions were incubated with DdeI (New England Biolabs). for 1 hr at 37°C and subsequently resolved on 6% Native PAGE gels. DdeI specifically cleaves SMN2 but not SMN1 allowing for separation of SMN1 and SMN2.
Quantitative real-time PCR
Total RNA was collected from HEK-293T cells that were transiently transfected with pCK-FLAG-TN Drosha using Lipofectamine 2000 (Invitrogen) and mock-treated control cells. RNA was reverse transcribed with GoScript Reverse Transcriptase (Promega). PCR was performed with Taqman gene expression master mix (Applied Biosystems) with probes to eIF4H (Hs01586164_g1 Applied Biosystems) or Human ACTB (4333762F Applied Biosystems) on an Applied Biosystems (ABI) 7500 Real-Time PCR System using the ABI 7500 detection software. Results were analyzed with the ΔΔCt method [52].
Immunoblot analysis
Protein was collected from cells transiently transfected with Lipofectamine 2000 (Invitrogen) alone, FLAG-Tagged GFP, pcK-FLAG-Drosha or pCK-FLAG-TN Drosha in 2X Laemmli sample buffer. Proteins were separated on a 5% stacking, 12% resolving SDS-PAGE gels and transferred to FL-Immobilon membrane (Millipore) and probed with rabbit-anti-eIF4H (Cell Signaling) or Mouse-Anti-FLAG (Sigma). β-Actin was detected with mouse-anti-β-actin (Sigma). Proteins were visualized with Luminata Classico western HRP substrate (Millipore). Quantitation was preformed using NIH ImageJ software.
Statistics
All statistics were performed using unpaired or paired Student's t-test. Results were considered significant when p≤0.05.
Supporting Information
Zdroje
1. DenliAM, TopsBB, PlasterkRH, KettingRF, HannonGJ (2004) Processing of primary microRNAs by the Microprocessor complex. Nature 432: 231–235.
2. GregoryRI, YanKP, AmuthanG, ChendrimadaT, DoratotajB, et al. (2004) The Microprocessor complex mediates the genesis of microRNAs. Nature 432: 235–240.
3. HanJ, LeeY, YeomKH, KimYK, JinH, et al. (2004) The Drosha-DGCR8 complex in primary microRNA processing. Genes Dev 18: 3016–3027.
4. LandthalerM, YalcinA, TuschlT (2004) The human DiGeorge syndrome critical region gene 8 and Its D. melanogaster homolog are required for miRNA biogenesis. Curr Biol 14: 2162–2167.
5. LeeY, AhnC, HanJ, ChoiH, KimJ, et al. (2003) The nuclear RNase III Drosha initiates microRNA processing. Nature 425: 415–419.
6. ZengY, YiR, CullenBR (2005) Recognition and cleavage of primary microRNA precursors by the nuclear processing enzyme Drosha. Embo J 24: 138–148.
7. BernsteinE, CaudyAA, HammondSM, HannonGJ (2001) Role for a bidentate ribonuclease in the initiation step of RNA interference. Nature 409: 363–366.
8. GrishokA, PasquinelliAE, ConteD, LiN, ParrishS, et al. (2001) Genes and mechanisms related to RNA interference regulate expression of the small temporal RNAs that control C. elegans developmental timing. Cell 106: 23–34.
9. HutvagnerG, McLachlanJ, PasquinelliAE, BalintE, TuschlT, et al. (2001) A cellular function for the RNA-interference enzyme Dicer in the maturation of the let-7 small temporal RNA. Science 293: 834–838.
10. KettingRF, FischerSE, BernsteinE, SijenT, HannonGJ, et al. (2001) Dicer functions in RNA interference and in synthesis of small RNA involved in developmental timing in C. elegans. Genes Dev 15: 2654–2659.
11. KnightSW, BassBL (2001) A role for the RNase III enzyme DCR-1 in RNA interference and germ line development in Caenorhabditis elegans. Science 293: 2269–2271.
12. GolanD, LevyC, FriedmanB, ShomronN (2010) Biased hosting of intronic microRNA genes. Bioinformatics 26: 992–995.
13. KimYK, KimVN (2007) Processing of intronic microRNAs. Embo J 26: 775–783.
14. GuilS, CaceresJF (2007) The multifunctional RNA-binding protein hnRNP A1 is required for processing of miR-18a. Nat Struct Mol Biol 14: 591–596.
15. MichlewskiG, GuilS, SempleCA, CaceresJF (2008) Posttranscriptional regulation of miRNAs harboring conserved terminal loops. Mol Cell 32: 383–393.
16. MichlewskiG, CaceresJF (2010) Antagonistic role of hnRNP A1 and KSRP in the regulation of let-7a biogenesis. Nat Struct Mol Biol 17: 1011–1018.
17. TrabucchiM, BriataP, Garcia-MayoralM, HaaseAD, FilipowiczW, et al. (2009) The RNA-binding protein KSRP promotes the biogenesis of a subset of microRNAs. Nature 459: 1010–1014.
18. WuH, SunS, TuK, GaoY, XieB, et al. (2010) A splicing-independent function of SF2/ASF in microRNA processing. Mol Cell 38: 67–77.
19. KataokaN, FujitaM, OhnoM (2009) Functional association of the Microprocessor complex with the spliceosome. Mol Cell Biol 29: 3243–3254.
20. SiomiH, SiomiMC (2010) Posttranscriptional regulation of microRNA biogenesis in animals. Mol Cell 38: 323–332.
21. Agranat-TamirL, ShomronN, SperlingJ, SperlingR (2014) Interplay between pre-mRNA splicing and microRNA biogenesis within the supraspliceosome. Nucleic Acids Res [epub ahead of print].
22. MorlandoM, BallarinoM, GromakN, PaganoF, BozzoniI, et al. (2008) Primary microRNA transcripts are processed co-transcriptionally. Nat Struct Mol Biol 15: 902–909.
23. PawlickiJM, SteitzJA (2008) Primary microRNA transcript retention at sites of transcription leads to enhanced microRNA production. J Cell Biol 182: 61–76.
24. JanasMM, KhaledM, SchubertS, BernsteinJG, GolanD, et al. (2011) Feed-forward microprocessing and splicing activities at a microRNA-containing intron. PLoS Genet 7: e1002330.
25. BielewiczD, KalakM, KalynaM, WindelsD, BartaA, et al. (2013) Introns of plant pri-miRNAs enhance miRNA biogenesis. EMBO Rep 14: 622–628.
26. SchwabR, SpethC, LaubingerS, VoinnetO (2013) Enhanced microRNA accumulation through stemloop-adjacent introns. EMBO Rep 14: 615–621.
27. SundaramGM, CommonJE, GopalFE, SrikantaS, LakshmanK, et al. (2013) ‘See-saw’ expression of microRNA-198 and FSTL1 from a single transcript in wound healing. Nature 495: 103–106.
28. MattioliC, PianigianiG, PaganiF (2013) A competitive regulatory mechanism discriminates between juxtaposed splice sites and pri-miRNA structures. Nucleic Acids Res 41(18): 8680–91.
29. MelamedZ, LevyA, Ashwal-FlussR, Lev-MaorG, MekahelK, et al. (2013) Splicing regulates biogenesis alternative of miRNAs located across exon-intron junctions. Mol Cell 50: 869–881.
30. KnucklesP, VogtMA, LugertS, MiloM, ChongMM, et al. (2012) Drosha regulates neurogenesis by controlling neurogenin 2 expression independent of microRNAs. Nat Neurosci 15: 962–969.
31. MaciasS, PlassM, StajudaA, MichlewskiG, EyrasE, et al. (2012) DGCR8 HITS-CLIP reveals novel functions for the Microprocessor. Nat Struct Mol Biol 19: 760–766.
32. GromakN, DienstbierM, MaciasS, PlassM, EyrasE, et al. (2013) Drosha regulates gene expression independently of RNA cleavage function. Cell reports 5: 1499–1510.
33. HanJ, LeeY, YeomKH, NamJW, HeoI, et al. (2006) Molecular basis for the recognition of primary microRNAs by the Drosha-DGCR8 complex. Cell 125: 887–901.
34. AuyeungVC, UlitskyI, McGearySE, BartelDP (2013) Beyond secondary structure: primary-sequence determinants license pri-miRNA hairpins for processing. Cell 152: 844–858.
35. HeoI, JooC, ChoJ, HaM, HanJ, et al. (2008) Lin28 mediates the terminal uridylation of let-7 precursor MicroRNA. Mol Cell 32: 276–284.
36. BerezikovE, ChungWJ, WillisJ, CuppenE, LaiEC (2007) Mammalian mirtron genes. Mol Cell 28: 328–336.
37. HavensMA, ReichAA, DuelliDM, HastingsML (2012) Biogenesis of mammalian microRNAs by a non-canonical processing pathway. Nucleic Acids Res 40: 4626–4640.
38. SibleyCR, SeowY, SaaymanS, DijkstraKK, El AndaloussiS, et al. (2012) The biogenesis and characterization of mammalian microRNAs of mirtron origin. Nucleic Acids Res 40: 438–448.
39. AhmedF, AnsariHR, RaghavaGP (2009) Prediction of guide strand of microRNAs from its sequence and secondary structure. BMC Bioinformatics 10: 105.
40. HanJ, PedersenJS, KwonSC, BelairCD, KimYK, et al. (2009) Posttranscriptional crossregulation between Drosha and DGCR8. Cell 136: 75–84.
41. KadenerS, RodriguezJ, AbruzziKC, KhodorYL, SuginoK, et al. (2009) Genome-wide identification of targets of the drosha-pasha/DGCR8 complex. Rna 15: 537–545.
42. ShenoyA, BlellochR (2009) Genomic analysis suggests that mRNA destabilization by the microprocessor is specialized for the auto-regulation of Dgcr8. PLoS One 4: e6971.
43. VaraniG (1995) Exceptionally stable nucleic acid hairpins. Annu Rev Biophys Biomol Struct 24: 379–404.
44. BaradO, MannM, ChapnikE, ShenoyA, BlellochR, et al. (2012) Efficiency and specificity in microRNA biogenesis. Nat Struct Mol Biol 19: 650–652.
45. SunY, AtasE, LindqvistL, SonenbergN, PelletierJ, et al. (2012) The eukaryotic initiation factor eIF4H facilitates loop-binding, repetitive RNA unwinding by the eIF4A DEAD-box helicase. Nucleic Acids Res 40: 6199–6207.
46. TomonagaT, MatsushitaK, YamaguchiS, Oh-IshiM, KoderaY, et al. (2004) Identification of altered protein expression and post-translational modifications in primary colorectal cancer by using agarose two-dimensional gel electrophoresis. Clin Cancer Res 10: 2007–2014.
47. WuD, MatsushitaK, MatsubaraH, NomuraF, TomonagaT (2011) An alternative splicing isoform of eukaryotic initiation factor 4H promotes tumorigenesis in vivo and is a potential therapeutic target for human cancer. Int J Cancer 128: 1018–1030.
48. JafariN, DogahehHP, BohlooliS, OyongGG, ShirzadZ, et al. (2013) Expression levels of microRNA machinery components Drosha, Dicer and DGCR8 in human (AGS, HepG2, and KEYSE-30) cancer cell lines. Int J Clin Exp Med 6: 269–274.
49. MerrittWM, LinYG, HanLY, KamatAA, SpannuthWA, et al. (2008) Dicer, Drosha, and outcomes in patients with ovarian cancer. The New England journal of medicine 359: 2641–2650.
50. CorpetF (1988) Multiple sequence alignment with hierarchical clustering. Nucleic Acids Res 16: 10881–10890.
51. ZukerM (2003) Mfold web server for nucleic acid folding and hybridization prediction. Nucleic Acids Res 31: 3406–3415.
52. LivakKJ, SchmittgenTD (2001) Analysis of relative gene expression data using real-time quantitative PCR and the 2(-Delta Delta C(T)) Method. Methods 25: 402–408.
Štítky
Genetika Reprodukční medicínaČlánek vyšel v časopise
PLOS Genetics
2014 Číslo 5
- Management pacientů s MPN a neobvyklou kombinací genových přestaveb – systematický přehled a kazuistiky
- Management péče o pacientku s karcinomem ovaria a neočekávanou mutací CDH1 – kazuistika
- Primární hyperoxalurie – aktuální možnosti diagnostiky a léčby
- Vliv kvality morfologie spermií na úspěšnost intrauterinní inseminace
- Akutní intermitentní porfyrie
Nejčtenější v tomto čísle
- PINK1-Parkin Pathway Activity Is Regulated by Degradation of PINK1 in the Mitochondrial Matrix
- Phosphorylation of a WRKY Transcription Factor by MAPKs Is Required for Pollen Development and Function in
- Null Mutation in PGAP1 Impairing Gpi-Anchor Maturation in Patients with Intellectual Disability and Encephalopathy
- p53 Requires the Stress Sensor USF1 to Direct Appropriate Cell Fate Decision