The Yeast Rab GTPase Ypt1 Modulates Unfolded Protein Response Dynamics by Regulating the Stability of RNA
The unfolded protein response (UPR) is a conserved mechanism that mitigates accumulation of unfolded proteins in the ER. The yeast UPR is subject to intricate post-transcriptional regulation, involving recruitment of the RNA encoding the Hac1 transcription factor to the ER and its unconventional splicing. To investigate the mechanisms underlying regulation of the UPR, we screened the yeast proteome for proteins that specifically interact with HAC1 RNA. Protein microarray experiments revealed that HAC1 interacts specifically with small ras GTPases of the Ypt family. We characterized the interaction of HAC1 RNA with one of these proteins, the yeast Rab1 homolog Ypt1. We found that Ypt1 protein specifically associated in vivo with unspliced HAC1 RNA. This association was disrupted by conditions that impaired protein folding in the ER and induced the UPR. Also, the Ypt1-HAC1 interaction depended on IRE1 and ADA5, the two genes critical for UPR activation. Decreasing expression of the Ypt1 protein resulted in a reduced rate of HAC1 RNA decay, leading to significantly increased levels of both unspliced and spliced HAC1 RNA, and delayed attenuation of the UPR, when ER stress was relieved. Our findings establish that Ypt1 contributes to regulation of UPR signaling dynamics by promoting the decay of HAC1 RNA, suggesting a potential regulatory mechanism for linking vesicle trafficking to the UPR and ER homeostasis.
Published in the journal:
. PLoS Genet 8(7): e32767. doi:10.1371/journal.pgen.1002862
Category:
Research Article
doi:
https://doi.org/10.1371/journal.pgen.1002862
Summary
The unfolded protein response (UPR) is a conserved mechanism that mitigates accumulation of unfolded proteins in the ER. The yeast UPR is subject to intricate post-transcriptional regulation, involving recruitment of the RNA encoding the Hac1 transcription factor to the ER and its unconventional splicing. To investigate the mechanisms underlying regulation of the UPR, we screened the yeast proteome for proteins that specifically interact with HAC1 RNA. Protein microarray experiments revealed that HAC1 interacts specifically with small ras GTPases of the Ypt family. We characterized the interaction of HAC1 RNA with one of these proteins, the yeast Rab1 homolog Ypt1. We found that Ypt1 protein specifically associated in vivo with unspliced HAC1 RNA. This association was disrupted by conditions that impaired protein folding in the ER and induced the UPR. Also, the Ypt1-HAC1 interaction depended on IRE1 and ADA5, the two genes critical for UPR activation. Decreasing expression of the Ypt1 protein resulted in a reduced rate of HAC1 RNA decay, leading to significantly increased levels of both unspliced and spliced HAC1 RNA, and delayed attenuation of the UPR, when ER stress was relieved. Our findings establish that Ypt1 contributes to regulation of UPR signaling dynamics by promoting the decay of HAC1 RNA, suggesting a potential regulatory mechanism for linking vesicle trafficking to the UPR and ER homeostasis.
Introduction
In eukaryotes, folding and assembly of most membrane-bound and secreted proteins takes place in the endoplasmic reticulum (ER). When proper folding of proteins in the ER is disrupted, cells turn on a protective mechanism known as the unfolded protein response (UPR). In a cascade conserved from yeast to humans, the UPR is activated through the ER-resident transmembrane kinase/endoribonuclease Ire1. In yeast, Ire1 cleaves the precursor to the RNA encoding the Hac1 transcription factor, HAC1u (‘u’ for ‘uninduced’), at the exon-intron junctions. In subsequent steps, the 5′ and 3′ terminal cleavage products, non-canonical exons, are ligated by the tRNA ligase Rlg1 to produce the mature RNA isoform, HAC1i (‘i’ for ‘induced’) [1], [2 and others]. Once translated, the Hac1 protein is translocated into the nucleus, where it activates the transcription of a set of genes encoding proteins important for alleviating ER stress [3].
To prevent UPR activation under normal conditions, the HAC1 intron forms a stable secondary structure by base-pairing to the 5′UTR, rendering the unspliced RNA translationally inactive [4], [5]. This intron-5′UTR base-pairing, along with a conserved sequence in the 3′UTR, are both necessary, and together they are sufficient, for proper localization of HAC1 RNA to the ER and for Ire1 cleavage during activation of the UPR [6]. Clearly, UPR activation is tightly regulated post-transcriptionally, but the non-canonical splicing of HAC1 RNA may not be the only important control point. However, relatively few factors that interact with HAC1 RNA have been identified.
We used an in vitro proteomic assay for RNA-binding to identify several novel HAC1-interacting proteins in Saccharomyces cerevisiae. The top HAC1-binding protein was Ypt1, an essential small Rab-family GTPase and a central regulator of ER-to-Golgi transport in the secretory pathway [7]. We further found that Ypt1 associates in vivo with unspliced HAC1 in a UPR-dependent manner. YPT1 knockdown resulted in elevated HAC1 RNA levels under normal growth conditions, by reducing the rate of HAC1 RNA decay. We found that normal Ypt1 expression was required for proper attenuation of the UPR upon recovery from ER stress. Extensive genetic interactions have previously established an important functional relationship between the UPR and vesicle trafficking pathways [8], [9], [10], [11]. Our results uncover a novel regulatory mechanism by which Ypt1, a key regulator of vesicle trafficking, controls the post-transcriptional fate of HAC1, the major transcription factor for the UPR, providing a regulatory link between these two critical pathways.
Results
HAC1 RNA associates with small yeast GTPases in vitro
We recently described an unbiased approach to identify RNA-protein interactions in vitro on a genome-wide scale by binding RNA to protein microarrays that represent over 80% of the currently annotated S. cerevisiae proteome [12]. We used this strategy to screen for proteins that selectively bind to HAC1 in preference to total yeast RNA (“Reference”). The greater the ratio of HAC1:Reference RNA fluorescent signal for a particular protein on the microarray, the greater the inferred specificity of that protein for HAC1 relative to total RNA. To avoid potential biases associated with the fluorescent dye label, we performed multiple replicate experiments, swapping the dyes used to label the HAC1 RNA and the Reference, respectively. We found five proteins with strong, consistent evidence of specific binding to HAC1 RNA, based on significantly elevated Log2 HAC1:Reference ratios (p<10−4, combined p-values based on triplicate data; see “Materials and Methods” for details). This statistical threshold represents a stringent significance cutoff of p<10−5 (after correcting for multiple hypothesis testing) based on a null model of independent Gaussian distributions.
Two proteins, Rlg1 and Ire1, were already known to interact with HAC1 (Table S1). Rlg1 was not represented on the microarrays we used in this study, and we did not detect any fluorescent signal from the Ire1 protein spots. We suspect that the batch purification procedure we used to prepare the protein microarrays [12] may have failed to isolate the transmembrane protein Ire1 in its functional form. The five proteins that reproducibly and specifically associated with HAC1 RNA were Ypt1, Ypt7, Ypt32, Rho3 and Gis2 (Table S2). Of the five, only Gis2- a putative zinc-finger containing protein [13], had been reported to bind to RNA [12], [14], [15] (Table S1). We previously found that Gis2 associates with ∼150 RNAs in vivo, including HAC1 RNA [12]. The remaining four proteins (the three Ypt proteins and Rho3), are small ras-family GTPases with roles in endo- and exocytosis [13] and no previous evidence for an RNA-binding function (Table S1).
These results add to increasing evidence that RNAs might use the cell's trafficking machinery for selective, targeted delivery to specific parts of the cell [12], [16], [17], [18], [19]. Such targeted localization could in turn provide a mechanism for linking an RNA's stability and translation to the activity of a cellular system. Ypt1, which associates with ER and Golgi membranes to control vectorial vesicle trafficking between the ER and the Golgi [20], [21], a process disrupted by ER stress, is a promising candidate regulator of HAC1 expression in response to ER stress. We thus chose to test whether Ypt1 indeed interacts with HAC1 RNA in vivo and if so, to investigate the nature and consequences of that interaction.
Ypt1 associates with unspliced HAC1 in the absence of ER stress
To identify RNAs associated with Ypt1 in vivo, we used a yeast strain expressing Ypt1 fused to glutathione S-transferase (GST) at its N-terminus, to avoid disrupting C-terminal prenylation, which is necessary for proper folding and function of the essential Ypt1 protein [22]. To confirm the functionality of this fusion protein, we transformed a yeast strain carrying the ypt1-3 temperature-sensitive mutation, which displays a defect in ER-to-Golgi transport [20], [23], with the GST-Ypt1 plasmid. We found that even short-term induction of GST-Ypt1 expression (15 min) was sufficient to rescue the ypt1-3 defect in carboxypeptidase Y (CPY) export from the ER (a marker for functional ER trafficking- [24]) (Figure S1a, lane 10 versus lane 5 for example). Because expression of the GST-fusion protein was induced by galactose, we also confirmed that induction of Ypt1 expression does not appreciably affect either abundance or splicing of HAC1 RNA (Figure S1b and S1c).
To test whether Ypt1 associated with specific RNAs in vivo, we affinity purified the tagged protein, then used DNA microarrays to identify any co-purifying transcripts [25]. “Mock” IPs done with lysates from the isogenic untagged parental strain provided a negative control. Under normal growth conditions, the RNA most reproducibly enriched in association with Ypt1 was the unspliced isoform of HAC1 RNA (HAC1u) (Figure 1a, Table S3) (5-fold enrichment computed by SAM [26], p = 1.6×10−4 by one-tailed t-test). This result confirmed the interaction we had observed in vitro using protein microarrays. In the absence of ER stress, most HAC1 RNA is unspliced [4]; the absence of detectable signal corresponding to the HAC1 exon-exon junction thus still left open the possibility that Ypt1 might also bind to the spliced RNA. We therefore also evaluated the association under UPR-inducing conditions, in cells treated with DTT. To our surprise, the Ypt1-HAC1u association was lost under these stress conditions - a significant change from its behavior under normal growth conditions (∼6.5-fold change computed by SAM [26], p = 1.3×10−2 by one-tailed t-test) (Figure 1b, Table S3).
Thus, Ypt1 associates with unspliced HAC1 RNA only in the absence of ER stress.
Ypt1-HAC1 in vivo association requires two proteins implicated in UPR activation
How does this novel in vivo interaction relate to known mechanisms of HAC1 RNA regulation? Specifically, we wondered if Ypt1 would associate with HAC1 in cells defective in UPR activation. Ire1 and Ada5 are necessary for the initial processing of unspliced HAC1 RNA upon ER stress induction. Ire1 is the nuclease that cleaves HAC1 RNA, while Ada5, a component of the SAGA (Spt-Ada-Gcn5-acetyltransferase) histone acetylation complex [27], interacts directly with Ire1 and is also required for the proper splicing of HAC1i [28] (Table S1). We investigated if deleting either protein would have an effect on the Ypt1-HAC1 interaction by purifying Ypt1 from ire1Δ or ada5Δ cells. In contrast to the results seen in wild-type cells, we found no evidence for enrichment of HAC1 RNA in association with Ypt1 in these mutant cells. The absence of HAC1 RNA enrichment in each mutant was in significant contrast to the enrichment observed in wild-type cells: ∼18-fold less (p = <4.7×10−3) or ∼11-fold less (p = 1.6×10−2) in ire1Δ and ada5Δ cells, respectively (p-values computed by SAM [26]) - Table S4.
Loss of the Ypt1-HAC1 interaction in ire1Δ and ada5Δ strains let us to consider if the two proteins physically interact with Ypt1 and/or HAC1. We tested if Ypt1 bound Ire1 or Ada5 by immunopurification of Ypt1 and Western blotting for Ire1 or Ada5 (see “Materials and Methods”). In formaldehyde-crosslinked cells, tagged Ypt1 was associated with Ada5, but not with Ire1 (Figure S2b). The Ada5-Ypt1 association was also detectable, albeit to a considerably lesser extent in the absence of crosslinking (Figure S2c). This raised the possibility that Ada5 could be a component of the Ypt1-HAC1 complex. However, when we purified Ada5 protein from cells and tested for interaction with HAC1 RNA, we found no significant HAC1 enrichment (Table S5). Our results, therefore, are inconsistent with Ada5 or Ire1 stably associating with Ypt1-bound HAC1. This suggests that Ire1 and Ada5 may function to recruit Ypt1 and HAC1 RNA in proximity to each other, and this recruitment may be required for proper formation of the GTPase-RNA complex (see “Discussion” section).
Ypt1 regulates HAC1 transcript levels
What role, if any, does the association between Ypt1 and HAC1 RNA play in regulating HAC1 expression? YPT1 is an essential gene [7]. We therefore used a strain from the yeast hypomorphic allele (DAmP) library to determine whether reduced expression of YPT1 has any effect on HAC1 RNA levels [29]. We compared global RNA expression patterns in ypt1-DAmP and wild type strains using DNA microarrays. As expected, YPT1 transcript levels were significantly reduced in the ypt1-DAmP mutant (∼2.5-fold reduction, p = 7.4×10−8 by t-test), confirming successful knockdown (Table S6). Notably, levels of both unspliced and spliced HAC1 transcripts were significantly higher (∼2-fold increase, p = 1.2×10−6 by t-test) in the knockdown strain, pointing to a functional role for Ypt1 in regulation of HAC1 (Figure 2a, Table S6). In the absence of ER stress, however, this increase in spliced HAC1 was not sufficient to induce the UPR, as reflected by the expression of key UPR target genes relative to all genes (p = 0.1 by t-test). This could be explained if the HAC1i mRNA is not translated as efficiently under these circumstances, or if the overall increase in HAC1i levels is unequally shared among the different cells in the population, such that induction of UPR targets in a subset of cells is obscured by the absence of UPR activation in the rest of the population. Alternatively, the ∼2-fold increase in HAC1i expression may not be enough to surpass a threshold level for eliciting UPR.
Increased HAC1 transcript levels in the ypt1-DAmP cells could reflect a direct effect of Ypt1 on expression of the HAC1 RNA or an indirect effect: impaired export of proteins from the ER, leading to activation of the UPR. Indeed, when we examined the ability of CPY to transit from the ER to the vacuole by Western blotting, we found a higher fraction of CPY precursor in ypt1-DAmP compared to wild type cells (Figure S3, lanes 1 and 3), a hallmark of defect in ER export. In order to assess the possibility of indirect effect of trafficking block on HAC1 RNA levels, we compared global RNA expression patterns in ypt1-DAmP and another ER export mutant, sec12-DAmP. Sec12 is a guanine nucleotide exchange factor, required for COPII vesicle formation at the ER [30], [31] (Table S1). Similar to Ypt1, intact Sec12 is essential for proper ER-to-Golgi transport [30], which we verified by measuring CPY precursor accumulation in sec12-DAmP mutant cells (Figure S3, lane 2). The sec12-knockdown strain exhibited a more severe block in ER export (Figure S3, compare lanes 1 and 2) that also led to UPR activation (Table S6 and Figure 2b, p = 1.1×10−2 by t-test). However, in contrast to their significant elevation in ypt1-DAmP strains, levels of HAC1u remained unchanged in sec12-DAmP cells (Figure 2b, p = 0.1 by t-test). Thus, the difference in phenotype between the two DAmP strains suggests that the changes in HAC1u/i expression in the ypt1-DAmP strain were due specifically to impairing the Ypt1-HAC1 association.
Ypt1 regulates HAC1 RNA expression by promoting RNA decay of unspliced HAC1
Our next goal was to determine what accounts for the effect of Ypt1 on HAC1 transcript levels. Elevated HAC1 RNA levels observed in the ypt1-knockdown strain could stem from an increase in transcription, enhanced RNA stability, or both. Previous reports have shown that HAC1 transcription is positively autoregulated by the Hac1 protein: Hac1p binds to UPR elements (UPRE) present in its own promoter [32]. Despite the relatively elevated levels of HAC1 RNA, the basal concentration of Hac1p was not increased in the ypt1-DAmP strain (p = 0.4 by t-test) (Figure S4), consistent with the lack of UPR induction under normal conditions in the knockdown (Figure 2). It is still conceivable that HAC1 transcription could be affected by Ypt1-dependent factors other than Hac1p itself. Indeed, independent mechanisms allow restricted cell survival under ER stress in mutants lacking HAC1 UPRE sites [32]. Thus, a Hac1p-independent change in promoter activity was still a feasible explanation for the difference in RNA expression in the YPT1 mutant strain. To measure the activity of the HAC1 promoter, we generated a HAC1 transcription reporter gene by fusing the HAC1 promoter region to the green fluorescent protein (GFP) coding sequence. We did not observe significant differences in the amounts of GFP RNA produced between ypt1-DAmP and wild type (p = 0.9 by t-test) - Figure 3a. Although we cannot exclude the possibility that HAC1 transcription may be influenced by intragenic or distal regulatory elements not present in the construct, the data suggest that increased transcription is unlikely to account for increased HAC1u abundance in the mutant strain.
Another possibility to explain the overall increase in HAC1u expression was an altered decay rate. To evaluate RNA stability, we treated mutant and wild type cells with thiolutin to inhibit transcription [33], , and measured RNA levels before and after drug addition by quantitative RT-PCR. We estimated half-life by comparing HAC1u levels after 30 min treatment with thiolutin to its pre-treatment abundance. We found that both unspliced and spliced HAC1 isoforms decayed more slowly in the YPT1 mutant (Figure 3b and 3c). We estimated the half-life of HAC1u in wild type cells to be 19 min, consistent with previous reports [10], [35]. In the DAmP strain, however, the rate of HAC1u RNA decay was markedly reduced (p = 1.7×10−2 by one-tailed t-test) to an estimated half-life of 37 min. This two-fold difference in HAC1u RNA stability is sufficient to account for the ∼2-fold difference we had measured in steady-state RNA expression levels (Table S6). Thiolutin treatment triggers ER stress, which probably accounts for the increase in HAC1i levels following drug addition in both the wild type and ypt1-DAmP strains (Figure 3c).
If Ypt1 normally promotes HAC1 RNA decay, abolishing the Ypt1-HAC1 interaction should impair HAC1 RNA stability. Since we found that the HAC1 RNA-Ypt1 association was lost in ire1Δ and ada5Δ strains (Table S4), HAC1 RNA might be expected to be more stable in these mutants. Indeed, based on assaying decay following thiolutin treatment, we found that the half-life of HAC1 RNA was 1.6 and 2.7 times longer in the ada5Δ and ire1Δ strains, respectively, than in the corresponding wild-type strain (p = 5.0×10−2 and 1.3×10−2 by t-test, respectively) - Figure S5.
These results imply that Ypt1 protein controls HAC1 expression by accelerating the decay of HAC1 RNA.
Ypt1 is required for normal UPR signaling dynamics
To begin to assess the physiological significance of the Ypt1-HAC1 interaction, we evaluated the effect of a partial loss of Ypt1 on the dynamics of the ER stress response. First, we tested whether the ypt1-DAmP mutation impaired growth in the presence of tunicamycin (a drug that impairs glycosylation and thus proper protein folding in the ER). We found no appreciable growth defect in the mutant compared to wild type (Figure S6a). To more sensitively evaluate the potential role of Ypt1 in the dynamics of the UPR, we tracked the mRNA dynamics of four canonical UPR targets - KAR2, ERO1, PDI1 and HAC1i (Table S1) - in DTT-treated cells, by quantitative RT-PCR. The levels of KAR2, ERO1 and PDI1 did not differ significantly between the YPT1 mutant and wild type cells in the first 20 min after DTT addition (Figure S6b–S6d). The expression of spliced HAC1 RNA, however, was 1.7-fold higher in the DAmP strain than in the wild-type cells after 20 min of DTT exposure (p = 4.1×10−3 by t-test) (Figure S6e). Hac1 protein levels as well were ∼1.5 times higher in the mutant compared to wild-type cells after 20 min of DTT exposure (p = 6×10−2 by t-test), based on quantitative Western blot analysis (Figure S6f). Thus, although the HAC1 RNA-Ypt1 association did not appear to impair initiation of the UPR (up to 10 min), the later phases (beyond 10 min after UPR induction) - possibly including the kinetics of recovery - differed between mutant and wild type.
To examine the role of Ypt1 in attenuating the ER stress response, we induced UPR with DTT for one hour in Ypt1 knockdown or wild-type cells, respectively, then transferred cells to fresh media and monitored levels of HAC1i and KAR2 RNA for another hour by quantitative RT-PCR. Transcripts of both genes persisted at significantly higher levels in the ypt1-knockdown strain than in the wild type cells - HAC1i abundance levels were ∼3 times higher (p = 2.2×10−5 by t-test) and those of KAR2 RNA were ∼1.3 times higher (p = 9.0×10−3 by t-test) in the mutant, an hour after transfer to non-inducing media (Figure 4a and 4b, respectively). By 3 hours after removal of DTT, expression of HAC1i had returned to near-basal levels in both wild-type and mutant cells (Figure S7).
We speculate that delayed attenuation of the UPR in ypt1-knockdown cells (Figure 4) could point to a key role played by Ypt1 in aiding cellular recovery from ER stress.
Discussion
UPR activation is a tightly regulated process [6], [36], [37], in which recruitment of HAC1 RNA to the ER followed by non-canonical splicing/ligation [1], [38], [39] is required for proper cascade initiation. We identified five proteins that specifically associated with HAC1 RNA in vitro by a proteomic assay. Other proteins that consistently ranked highly for HAC1 RNA association in this assay (Table S2), but that we have not yet investigated further, may also have functionally significant interactions with HAC1 RNA. Remarkably, three of the five proteins we found to interact with HAC1 RNA were ras-superfamily GTPases with roles in endocytosis and exocytosis [40], [41], [42], [43]; none had previously been implicated as components of RNA-protein complexes. Recent reports show that a number of enzymes, a significant fraction of which participate in vesicle trafficking, have “moonlighting” roles as RBPs [12], [15], [44], [45], [46], [47]. In light of these findings, the possibility that Rab GTPases might moonlight as RBPs to regulate HAC1 is intriguing. As we focused the present study on Ypt1, it remains to be determined whether and how Ypt7 and Ypt32 (Table S2) might affect HAC1 expression.
We confirmed that the in vitro binding screen reflected an in vivo association between Ypt1 and HAC1 RNA. The Ypt1-HAC1 interaction was disrupted by conditions that trigger ER stress (Figure 1). The interaction had functional consequences– knocking down expression of Ypt1 led to reduced HAC1 RNA decay and, consequently, higher HAC1 RNA expression levels (Figure 2 and Figure 3). Moreover, we found that UPR kinetics were distinctly abnormal in YPT1-deficient cells (Figure 4), establishing a physiologically significant role for Ypt1 in the regulation of this critical stress response.
Even though Ypt1 consistently and significantly interacted with HAC1 RNA both in vitro and in vivo, it remains possible that the Ypt1-HAC1 interaction could be indirect. Even in the in vitro protein microarray experiment, a distinct HAC1 RNA-binding protein could have remained associated with Ypt1 in the high-throughput purification procedure used to prepare the protein microarrays [12]. The in vivo IPs required the use of chemical crosslinking, which might preserve protein complexes responsible for the association. We evaluated the possibility that Ire1 or Ada5 could be RBP adaptors present in the Ypt1-HAC1 complex. However, Ire1 did not physically associate with Ypt1 (Figure S2), and Ada5 did not interact with HAC1 RNA (Table S5). It is also possible that the Ypt1-HAC1 interaction is direct, but weak and/or transient. For example, complex formation with HAC1 RNA could be localization-dependent (see below). Because Ypt1 can toggle between two nucleotide states- GDP or GTP-bound, it is feasible that only one of these conformations binds RNA. A direct but transient interaction, and/or one that is nucleotide- or localization-dependent could be hard to detect reproducibly in the absence of crosslinking.
Given the importance of subcellular localization to the functions of both Ypt1 and HAC1 RNA, there are compelling reasons to consider whether their interaction may occur specifically at the ER. First, previous reports have shown that a substantial fraction of Ypt1 is localized on the ER membrane [20]. Second, we found that an intact HAC1 3′UTR, which is required for proper ER localization [6], is also necessary (Table S4) but not sufficient (data not shown) for the Ypt1-HAC1 interaction. Last, our data establish that IRE1 and ADA5 are essential for the association. Ada5 physically binds to Ire1 [28], and Ire1 is an integral ER protein that is necessary for proper ER-localization of HAC1 RNA [6], [28]. Therefore, we propose that Ire1 may recruit unspliced HAC1 RNA to the ER, and Ada5 may recruit Ypt1 in proximity to Ire1, thus enabling Ypt1-binding to HAC1 (Figure 5).
What characteristics of Ypt1 make it suitable for its newly identified role in UPR regulation? An association between HAC1u and ER-Golgi transport vesicles (and perhaps also transport vesicles further downstream in the secretory pathway) could provide an efficient way to recruit the HAC1 RNA away from the ER-localized UPR splicing machinery in the absence of stress (Figure 5). Since Ypt1 orchestrates multiple steps of ER-to-Golgi transport, including budding of ER vesicles [48] and their subsequent fusion with the Golgi [20], [23], as well as generation of vesicles at the Golgi and their docking at the ER [49], it would be a natural candidate for modulating a potential interaction between HAC1 and ER-Golgi transport vesicles to divert any ER-proximal HAC1 RNA away from Ire1 during normal growth (Figure 5). The idea of the vesicle machinery playing a role in RNA localization is not far-fetched: studies done in two diverse systems have implicated the Rab11 GTPase- important for recycling of cell surface proteins [18], [50]- in RNA localization, and anchoring [16], [17], [19].
Ypt1-dependent regulation of HAC1 RNA stability establishes a regulatory link that may underlie known functional relationships between the UPR and vesicle trafficking pathways. Past studies have shown that defects in the secretory pathway induce the UPR and that a functional UPR is required for cell survival under these conditions [8], [10]. Furthermore, constitutive activation of the UPR can rescue growth defects of vesicle trafficking mutants [8], [9], [11]. These important findings have been largely interpreted as reflecting a reactive process, whereby disruption of ER export causes accumulation of unfolded proteins, which in turn triggers the UPR [11]. Our results raise the possibility that deficiencies in ER trafficking may also interfere with Ypt1-mediated control of HAC1 expression, thus potentiating the UPR via a proactive regulatory mechanism. Ultimately, active regulatory events that enable communication between the UPR and vesicle trafficking pathways may contribute to proper cellular homeostasis in response to ER stress.
The present study describes a novel mode of post-transcriptional regulation of the HAC1 RNA through association with a Rab-family GTPase. The regulatory logic and molecular mechanisms of Ypt1-dependent decay and the specific role of each identified component (including Ada5, Ire1, Ypt1, and HAC1) in mediating crosstalk between the UPR and vesicle trafficking systems are new avenues for further investigation.
Materials and Methods
Yeast strains and microarray data
Yeast strains and their corresponding genotypes are listed in Table S1. All commercially available Saccharomyces cerevisiae strains (GST-tagged, knockdowns and knockouts) were purchased from Open Biosystems. The ypt1-3 and the corresponding wild-type strains were a gift from Charles Barlowe (Hanover, NH). Lithium acetate transformations were performed according to standard protocols [51]. For generating strains used in experiments testing ADA5 and IRE1 requirement, GST-YPT1 plasmid was isolated from the Open Biosystems strain and transformed into ire1Δ or ada5Δ. For experiments testing HAC1 promoter activity, the ∼1000 bases upstream of the annotated start site were fused to the GFP coding sequence and the ACT1 3′UTR and ligated into pRS315 [52]. For experiments measuring HAC1 decay in knockout mutants, HAC1 splice junction mutant (HAC1-G1137C) [53] was ligated to plasmid pRS406 and integrated into the Ura locus of ada5Δ, ire1Δ, and hac1Δ strains.
For Ire1-Ypt1 and Ada5-Ypt1 co-purification experiments, we initially wished to use the commercially available TAP-tagged strains, but found that, consistent with previous observations [6], Ire1 did not tolerate a large tag on its C-terminus (data not shown). Therefore, we generated HA-tagged strains for the proteins (IRE1, ADA5, MRS6, PUF5). The 3xHA tag sequence was PCR-amplified from the pYM1 plasmid [54] and integrated into each corresponding locus. Strains were subsequently transformed with the GST-YPT1 plasmid. HA-tagged Ire1 was functional (Figure S2a).
All microarrays were scanned with GenePix Pro 6.0 (Molecular Devices). Data were deposited on Stanford Microarray Database (http://smd.stanford.edu/) and GEO (www.ncbi.nlm.nih.gov/geo) under accession number GSE33751.
Protein microarray experiments
Samples were prepared and binding reactions were performed as described in [12]. Full length HAC1 RNA, including UTRs (annotated by [61]) and intron, was transcribed in vitro using the Epicentre AmpliScribe T7 Aminoallyl-RNA Transcription Kit (#AA5025) and then Cy-dye labeled (GE Healthcare, Cat# RPN5661). Total yeast mRNA labeled with a different Cy-dye was used as a “Reference” [12]. All RNA samples were refolded by incubating at 70°C for 5 min and then cooling on ice prior to protein microarray binding. For each protein, a mean-normalized Log2 (HAC1/Total mRNA) ratio was calculated in order to identify specific HAC1-interactors. Six replicate experiments were performed, including three replicates using Cy5-labeled HAC1 RNA vs Cy3-labeled Reference RNA, and three additional “dye-swap” replicates with Cy3-HAC1 vs Cy5-Reference. For each experiment, proteins that failed to give detectable fluorescent signal above 1.5 times the background in either the Cy5 or Cy3 channels were filtered out and excluded from further analysis. Each Log2 ratio for the remaining proteins was converted into a ‘z-score’ by subtracting the mean value and dividing by the standard deviation. The computed z-scores were used to calculate p-values reflecting the significance of the specific interaction with HAC1 RNA for each protein based on the Gaussian distribution. For each set of “dye-swap” experiments, a single combined p-value was computed as the product of the p-values for its three replicates. Proteins with combined p-values satisfying p<10−4 for both sets of dye-swap experiments were classified as high-confidence HAC1 interactors (Table S2). We acknowledge that proteins that did not meet our stringent threshold criteria for specific HAC1-binding, but still ranked at the top in Table S2, may also represent real HAC1-interacting proteins.
In vivo immunopurification of GST-Ypt1 and analysis of targets
Open Biosystems haploid yeast strain containing GST-tagged Ypt1 was grown first in SC-Ura overnight and then diluted into SC-Ura/2% raffinose. Cells were grown to OD600∼0.4 and protein expression was induced with 4% galactose for 2 cell divisions. Formaldehyde was added for the last 5 min to a final concentration of 1%. For experiments, in which UPR was induced, DTT was added to a final concentration of 10 mM for the last 50 min of growth, while formaldehyde was added for the last 5 min. Cells were washed twice with Buffer A (50 mM Tris pH 7.4, 140 mM NaCl, 1.8 mM MgCl2, 0.1% NP-40) and lysed using a Cryogenic grinder (Retsch). Lysed cells were resuspended in Buffer B (Buffer A supplemented with 0.5 mM DTT, 40 U/ml RNase Inhibitor, 1 mM PMSF, 0.2 mg/mL heparin, protease inhibitor complete tablet from Roche) and sonicated. Lysates were cleared by centrifugation for 10 min at 8,000 rpm/4°C.
Anti-rabbit Dynabeads M-280 from Invitrogen (Cat# 11203D) were prepared by washing three times for 3 min each at RT with 1 volume 1X PBS/0.1% BSA. Beads were resuspended in 1 volume 1X PBS/0.1% BSA. Rabbit anti-GST antibody from Open Biosystems (Cat# CAB4169) was added at a ratio 100 ug antibody per 10 mgs beads and incubated overnight at 4°C on a rotator. Excess antibody was removed by washing with 1 volume 1X PBS/0.1% BSA three times for 15 min each at 4°C. Beads were resuspended to original volume in Buffer B.
Lysates were incubated with 500 ul anti-GST conjugated beads per 1L original cells for 2 hrs at 4°C on a rotator. A fraction (≤300 ul) of the depleted supernatant served as a reference (see below). We took advantage of the formaldehyde crosslinking, which allows for more stringent washes. Different salt and detergent concentrations were tested to find optimal conditions that would minimize indirect interactors without affecting GST tag folding. Beads were washed twice in 1.5 ml Buffer B for 10 min/4°C/rotator each, then once in 1.5 ml “high salt” (2M NaCl) for 10 min/4°C/rotator, once in 1.5 ml “high detergent” (2M urea) for 10 min/4°C/rotator, and finally twice in 1.5 ml Buffer C (50 mM Tris pH 7.4, 140 mM NaCl, 1.8 mM MgCl2, 0.01% NP-40, 10% glycerol, 1 mM PMSF, 0.5 mM DTT, 40 U/ml RNase Inhibitor, protease inhibitor complete tablet) for 10 min/4°C/rotator each. After washing, beads were resuspended in 300 ul Buffer C supplemented with 1% final SDS and heated at 70°C for 45 min with constant mixing to de-crosslink samples and elute antibody-bound protein-RNA complexes from the beads. Cells for “Mock IPs” from isogenic parental untagged strain BY4741 were grown in synthetic media with 2% raffinose, treated with galactose, crosslinked, lysed, and incubated with anti-GST beads following the same procedure. The same protocol was used for all other GST-Ypt1 containing strains and respective mocks.
RNA from both depleted supernatant (“Reference”) and eluted fraction (“IP”) was isolated using Purelink RNA Mini Kit from Invitrogen (Cat # 12183018A). Up to 5 ug of RNA were amplified with Ambion's Aminoallyl MessageAmp II aRNA Kit (Cat# AM1751 or AM1819) and labeled with Cy5 (“IP”) or Cy3 (“Reference”) according to manufacturer recommendations (GE Healthcare, Cat# RPN5661). Samples were prepared and bound to oligonucleotide microarrays as described previously [55].
For growth under normal conditions (i.e. in the absence of UPR), we performed a total of 6 GST-Ypt1 IPs and 6 corresponding Mocks (total 12). Data were median-centered on an array-by-array basis and “Log2Ypt1-IP Enrichment” for each gene was calculated as:We filtered for genes that had signal 1.5 times greater than background in either Cy3 or Cy5 channel in ≥9 of 12 experiments and ranked genes based on their “Ypt1 Enrichment” signal. Probes spanning the unspliced isoform of HAC1 gave consistently high signal with p = 1.6×10−4 by unpaired t-test (Table S3).
For UPR experiments and IPs with knockout strains, 2 replicates of each Ypt1 IP and Mock IP were performed. “Log2Ypt1-IP Enrichment” was calculated as described above for genes that had signal in >50% of the replicates. p-values for under-enrichment in the UPR IP were obtained by one-tailed t-test comparing “Log2Ypt1-IP Enrichment” values for the HAC1 probes in the UPR to the normal IPs. p-values for under-enrichment for mutant strains were calculated based on FDR values from pairwise SAM analysis [26] of wild-type versus each of the knockout IPs.
YPT1 knockdown gene expression profiling
For experiments testing growth phenotype on tunicamycin plates, dilution series of ypt1-DAmP [29], ire1Δ and BY4741 strains were plated on YPD or YPD+0.5 ug/ml TM according to standard plating assay protocols.
For UPR induction time course experiments, ypt1-DAmP strain and isogenic wild-type BY4741 strain, respectively, were grown in YPD to OD600∼0.7. A sample was taken out (“uninduced”), and DTT was added to a final concentration of 10 mM to the remaining cells. Samples were taken out at 5, 10, and 20 min, cells were collected by vacuum filtration and quick-frozen. RNA was isolated with hot phenol [56] and reverse transcribed with a mix of oligo(dT) and a random nine-mer primer. qPCR was performed with primers for KAR2, ERO1, PDI1, spliced HAC1, and ACT1 (normalization control). Experiments were performed in duplicate, actin-normalized data were averaged for each strain, and one-tailed unpaired t-test analysis was performed to compare the measurements at each time-point between strains.
For UPR attenuation time course experiments, ypt1-DAmP strain and isogenic wild-type BY4741 strain were grown in YPD to OD600∼0.7. A sample was taken out (“uninduced”), and 10 mM DTT was added to remaining culture. One hour after induction, a second sample was taken out (“pre-wash”), and the rest of the culture was re-suspended in fresh YPD media. Samples were collected at indicated times, RNA was extracted with hot phenol and qPCR was performed and analyzed analogous to UPR induction experiments (see above). Experiments were done in quadruplicate for each strain.
For ypt1-DAmP and sec12-DAmP experiments, 50 ml of each DAmP and BY4741 were grown in YPD to OD600∼0.7. Cells were collected, lysed and RNA was extracted with hot phenol. Samples for microarray analysis were prepared as described before [55] using 30 ug total RNA as starting material. “Uninduced” DAmP cDNA was labeled with Cy5 and “uninduced” BY4741 cDNA was labeled with Cy3.
YPT1 knockdown protein determination
YPT1 mutant and parental BY4741 cells grown to OD600∼0.7 in duplicate. For quantifications done under normal condition, a portion of the cells was harvested by centrifugation prior to drug addition. For UPR expreriments, the remaining cells at OD600∼0.7 were treated with 10 mM DTT for 20 min and harvested by centrifugation. Lysates were boiled in 4X Sample Buffer (Biorad, Cat# 161-0791) and loaded on a gel. Anti-Hac1 antibody, a generous gift from Dr. Peter Walter (San Francisco, CA), and anti-Gapdh (Abcam, Cat# ab93378) were used at 1∶2,000 dilutions. Staining was done overnight at 4°C and appropriate secondary HRP-conjugated antibodies were used to detect protein levels. ImageJ [57] was used for precise quantification; p-values were determined by one-tailed unpaired t-test.
HAC1 promoter activity in YPT1 knockdown
To evaluate potential effects of knocking down Ypt1 on HAC1 transcription, ypt1-DAmP or isogenic BY4741 wild type were transformed with pRS315 bearing GFP under the control of the HAC1 promoter (see “Yeast strains” above). Cells were grown in YPD to OD600 = 0.6–0.7 and harvested. Total RNA was extracted with hot phenol [56] and reverse transcribed with a mix of oligo(dT) and a random nine-mer primer. qPCR was performed with primers for GFP or ACT1 (control). Experiments were performed in triplicate, actin-normalized data were averaged for each strain, and unpaired t-test analysis was performed to compare the measurements between strains.
Decay measurements
Immediately prior to drug addition, samples were removed (“Untreated”). Thiolutin (from fresh 1 mg/ml stock in DMSO) was added to 3 ug/ml final concentration to cells at OD600∼0.8 for 30 min (“Treated”). Cells were collected by rapid filtration and RNA was extracted with hot phenol. Samples for quantitative RT-PCR were prepared by reverse transcription of total RNA with oligo(dT)/random nine-mer primer mix followed by qPCR with Taqman probe specific for spliced HAC1 or primers recognizing the unspliced HAC1 isoform. GAPDH levels were used to normalize data and unpaired t-test analysis was performed to compare the measurements. RNA half-lives were determined with the formula: Half-life = (t1−t0)/Log2 (X(t1)/X(t0)), where X(t) is the expression level at time t following thiolutin treatment.
Since HAC1 splicing is abolished in the ADA5 and IRE1 knockout mutants [6], [28], we generated ada5Δ, ire1Δ, and hac1Δ strains with integrated “unspliceable” HAC1 variant (HAC1-G1137C) (see “Yeast strains” subsection above and Table S1). The purpose was to rule out any non-specific effects of HAC1 splicing and UPR induction post-thiolutin treatment on HAC1 stability.
Supporting Information
Zdroje
1. CoxJSWalterP 1996 A novel mechanism for regulating activity of a transcription factor that controls the unfolded protein response. Cell 87 391 404
2. KawaharaTYanagiHYuraTMoriK 1997 Endoplasmic reticulum stress-induced mRNA splicing permits synthesis of transcription factor Hac1p/Ern4p that activates the unfolded protein response. Molecular biology of the cell 8 1845 1862
3. TraversKJPatilCKWodickaLLockhartDJWeissmanJS 2000 Functional and genomic analyses reveal an essential coordination between the unfolded protein response and ER-associated degradation. Cell 101 249 258
4. RuegseggerULeberJHWalterP 2001 Block of HAC1 mRNA translation by long-range base pairing is released by cytoplasmic splicing upon induction of the unfolded protein response. Cell 107 103 114
5. ChapmanREWalterP 1997 Translational attenuation mediated by an mRNA intron. Current Biology 7 850 859
6. AragonTvan AnkenEPincusDSerafimovaIMKorennykhAV 2009 Messenger RNA targeting to endoplasmic reticulum stress signalling sites. Nature 457 736 U739
7. JeddGRichardsonCLittRSegevN 1995 The Ypt1 GTPase is essential for the first two steps of the yeast secretory pathway. J Cell Biol 131 583 590
8. ChangHJJeschSAGasparMLHenrySA 2004 Role of the unfolded protein response pathway in secretory stress and regulation of INO1 expression in Saccharomyces cerevisiae. Genetics 168 1899 1913
9. HigashioHKohnoK 2002 A genetic link between the unfolded protein response and vesicle formation from the endoplasmic reticulum. Biochemical and biophysical research communications 296 568 574
10. LeberJHBernalesSWalterP 2004 IRE1-independent gain control of the unfolded protein response. PLoS Biol 2 e235 doi:10.1371/journal.pbio.0020235
11. SatoMSatoKNakanoA 2002 Evidence for the intimate relationship between vesicle budding from the ER and the unfolded protein response. Biochemical and biophysical research communications 296 560 567
12. TsvetanovaNGKlassDMSalzmanJBrownPO 2010 Proteome-wide search reveals unexpected RNA-binding proteins in Saccharomyces cerevisiae. PLoS ONE 5 e12671 doi:10.1371/journal.pone.0012671
13. CherryJMBallCWengSJuvikGSchmidtR 1997 Genetic and physical maps of Saccharomyces cerevisiae. Nature 387 67 73
14. ScherrerTFemmerCSchiessRAebersoldRGerberAP 2011 Defining potentially conserved RNA regulons of homologous zinc-finger RNA-binding proteins. Genome Biol 12 R3
15. ScherrerTMittalNJangaSCGerberAP 2010 A screen for RNA-binding proteins in yeast indicates dual functions for many enzymes. PLoS ONE 5 e15499 doi:10.1371/journal.pone.0015499
16. BasyukEGalliTMougelMBlanchardJMSitbonM 2003 Retroviral genomic RNAs are transported to the plasma membrane by endosomal vesicles. Developmental cell 5 161 174
17. DollarGStruckhoffEMichaudJCohenRS 2002 Rab11 polarization of the Drosophila oocyte: a novel link between membrane trafficking, microtubule organization, and oskar mRNA localization and translation. Development 129 517 526
18. GreenEGRammERileyNMSpiroDJGoldenringJR 1997 Rab11 is associated with transferrin-containing recycling compartments in K562 cells. Biochem Biophys Res Commun 239 612 616
19. JankovicsFSinkaRErdelyiM 2001 An interaction type of genetic screen reveals a role of the Rab11 gene in oskar mRNA localization in the developing Drosophila melanogaster oocyte. Genetics 158 1177 1188
20. CaoXCBarloweC 2000 Asymmetric requirements for a Rab GTPase and SNARE proteins in fusion of COPII vesicles with acceptor membranes. Journal of Cell Biology 149 55 65
21. RichardsonCJJonesSLittRJSegevN 1998 GTP hydrolysis is not important for Ypt1 GTPase function in vesicular transport. Molecular and Cellular Biology 18 827 838
22. CaleroMChenCZZhuWWinandNHavasKA 2003 Dual prenylation is required for Rab protein localization and function. Molecular biology of the cell 14 1852 1867
23. CaoXBallewNBarloweC 1998 Initial docking of ER-derived vesicles requires Uso1p and Ypt1p but is independent of SNARE proteins. The EMBO journal 17 2156 2165
24. StevensTEsmonBSchekmanR 1982 Early stages in the yeast secretory pathway are required for transport of carboxypeptidase Y to the vacuole. Cell 30 439 448
25. TenenbaumSACarsonCCLagerPJKeeneJD 2000 Identifying mRNA subsets in messenger ribonucleoprotein complexes by using cDNA arrays. Proceedings of the National Academy of Sciences of the United States of America 97 14085 14090
26. TusherVGTibshiraniRChuG 2001 Significance analysis of microarrays applied to the ionizing radiation response. Proceedings of the National Academy of Sciences of the United States of America 98 5116 5121
27. GrantPASchieltzDPray-GrantMGStegerDJReeseJC 1998 A subset of TAF(II)s are integral components of the SAGA complex required for nucleosome acetylation and transcriptional stimulation. Cell 94 45 53
28. WelihindaAATirasophonWKaufmanRJ 2000 The transcriptional co-activator ADA5 is required for HAC1 mRNA processing in vivo. The Journal of biological chemistry 275 3377 3381
29. BreslowDKCameronDMCollinsSRSchuldinerMStewart-OrnsteinJ 2008 A comprehensive strategy enabling high-resolution functional analysis of the yeast genome. Nature Methods 5 711 718
30. BarloweCSchekmanR 1993 SEC12 encodes a guanine-nucleotide-exchange factor essential for transport vesicle budding from the ER. Nature 365 347 349
31. d'EnfertCWuestehubeLJLilaTSchekmanR 1991 Sec12p-dependent membrane binding of the small GTP-binding protein Sar1p promotes formation of transport vesicles from the ER. The Journal of cell biology 114 663 670
32. OgawaNMoriK 2004 Autoregulation of the HAC1 gene is required for sustained activation of the yeast unfolded protein response. Genes to cells : devoted to molecular & cellular mechanisms 9 95 104
33. TipperDJ 1973 Inhibition of yeast ribonucleic acid polymerases by thiolutin. J Bacteriol 116 245 256
34. JimenezATipperDJDaviesJ 1973 Mode of action of thiolutin, an inhibitor of macromolecular synthesis in Saccharomyces cerevisiae. Antimicrob Agents Chemother 3 729 738
35. WangYLiuCLStoreyJDTibshiraniRJHerschlagD 2002 Precision and functional specificity in mRNA decay. Proc Natl Acad Sci U S A 99 5860 5865
36. LeeKPDeyMNeculaiDCaoCDeverTE 2008 Structure of the dual enzyme Ire1 reveals the basis for catalysis and regulation in nonconventional RNA splicing. Cell 132 89 100
37. ShamuCEWalterP 1996 Oligomerization and phosphorylation of the Ire1p kinase during intracellular signaling from the endoplasmic reticulum to the nucleus. The EMBO journal 15 3028 3039
38. KawaharaTYanagiHYuraTMoriK 1998 Unconventional splicing of HAC1/ERN4 mRNA required for the unfolded protein response. Sequence-specific and non-sequential cleavage of the splice sites. The Journal of biological chemistry 273 1802 1807
39. SidrauskiCCoxJSWalterP 1996 tRNA ligase is required for regulated mRNA splicing in the unfolded protein response. Cell 87 405 413
40. BenliMDoringFRobinsonDGYangXGallwitzD 1996 Two GTPase isoforms, Ypt31p and Ypt32p, are essential for Golgi function in yeast. The EMBO journal 15 6460 6475
41. GallwitzDDonathCSanderC 1983 A yeast gene encoding a protein homologous to the human c-has/bas proto-oncogene product. Nature 306 704 707
42. MatsuiYToh-eA 1992 Isolation and characterization of two novel ras superfamily genes in Saccharomyces cerevisiae. Gene 114 43 49
43. WichmannHHengstLGallwitzD 1992 Endocytosis in yeast: evidence for the involvement of a small GTP-binding protein (Ypt7p). Cell 71 1131 1142
44. BeinertHKennedyMC 1993 Aconitase, a two-faced protein: enzyme and iron regulatory factor. Faseb Journal 7 1442 1449
45. HentzeMW 1994 Enzymes as Rna-Binding Proteins - a Role for (Di)Nucleotide-Binding Domains. Trends in Biochemical Sciences 19 101 103
46. NagyERigbyWF 1995 Glyceraldehyde-3-phosphate dehydrogenase selectively binds AU-rich RNA in the NAD(+)-binding region (Rossmann fold). J Biol Chem 270 2755 2763
47. ZhouYYiXStofferJBBonafeNGilmore-HebertM 2008 The multifunctional protein glyceraldehyde-3-phosphate dehydrogenase is both regulated and controls colony-stimulating factor-1 messenger RNA stability in ovarian cancer. Molecular Cancer Research 6 1375 1384
48. MorsommePRiezmanH 2002 The Rab GTPase Ypt1p and tethering factors couple protein sorting at the ER to vesicle targeting to the Golgi apparatus. Developmental cell 2 307 317
49. KamenaFDiefenbacherMKilchertCSchwarzHSpangA 2008 Ypt1p is essential for retrograde Golgi-ER transport and for Golgi maintenance in S. cerevisiae. Journal of cell science 121 1293 1302
50. UllrichOReinschSUrbeSZerialMPartonRG 1996 Rab11 regulates recycling through the pericentriolar recycling endosome. The Journal of cell biology 135 913 924
51. GietzDWoodsRA 1998 Transformation of yeast by the lithium acetate single-stranded carrier DNA/PEG method. Yeast Gene Analysis 26 53 66
52. SikorskiRSHieterP 1989 A System of Shuttle Vectors and Yeast Host Strains Designed for Efficient Manipulation of DNA in Saccharomyces-Cerevisiae. Genetics 122 19 27
53. SidrauskiCWalterP 1997 The transmembrane kinase Ire1p is a site-specific endonuclease that initiates mRNA splicing in the unfolded protein response. Cell 90 1031 1039
54. KnopMSiegersKPereiraGZachariaeWWinsorB 1999 Epitope tagging of yeast genes using a PCR-based strategy: more tags and improved practical routines. Yeast 15 963 972
55. HoganDJRiordanDPGerberAPHerschlagDBrownPO 2008 Diverse RNA-binding proteins interact with functionally related sets of RNAs, suggesting an extensive regulatory system. PLoS Biol 6 e255 doi:10.1371/journal.pbio.0060255
56. OlivieroCa 1993 Current Protocols in Molecular Biology: Preparation of Yeast RNA.
57. AbramoffMDMagalhaesPJRamSJ 2004 Image Processing with ImageJ. Biophotonics International 11 36 42
Štítky
Genetika Reprodukční medicínaČlánek vyšel v časopise
PLOS Genetics
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