Abstract
Transcribed CGG repeat expansions cause neurodegeneration in Fragile X‐associated tremor/ataxia syndrome (FXTAS). CGG repeat RNAs sequester RNA‐binding proteins (RBPs) into nuclear foci and undergo repeat‐associated non‐AUG (RAN) translation into toxic peptides. To identify proteins involved in these processes, we employed a CGG repeat RNA‐tagging system to capture repeat‐associated RBPs by mass spectrometry in mammalian cells. We identified several SR (serine/arginine‐rich) proteins that interact selectively with CGG repeats basally and under cellular stress. These proteins modify toxicity in a Drosophila model of FXTAS. Pharmacologic inhibition of serine/arginine protein kinases (SRPKs), which alter SRSF protein phosphorylation, localization, and activity, directly inhibits RAN translation of CGG and GGGGCC repeats (associated with C9orf72 ALS/FTD) and triggers repeat RNA retention in the nucleus. Lowering SRPK expression suppressed toxicity in both FXTAS and C9orf72 ALS/FTD model flies, and SRPK inhibitors suppressed CGG repeat toxicity in rodent neurons. Together, these findings demonstrate roles for CGG repeat RNA binding proteins in RAN translation and repeat toxicity and support further evaluation of SRPK inhibitors in modulating RAN translation associated with repeat expansion disorders.
Keywords: C9orf72 ALS, CGG repeats, FXTAS, RAN translation, SRSF
Subject Categories: Genetics, Gene Therapy & Genetic Disease; Neuroscience; Translation & Protein Quality
Fragile X‐associated tremor/ataxia syndrome (FXTAS) is an adult‐onset neurodegenerative disease caused by a CGG trinucleotide repeat expansion in FMR1. This study identified CGG repeat RNA binding proteins and their kinases that regulate repeat associated non‐AUG (RAN) translation and neurotoxicity.
The paper explained.
Problem
Over 50 different nucleotide repeat expansions cause neurodevelopmental and neurodegenerative disorders in humans. These repeats as RNA interact with specific RNA binding proteins to elicit toxicity through protein sequestration as well as repeat‐associated non‐AUG‐initiated translation. However, accurate catalogues of which RNA binding proteins bind these repeats in different cellular compartments and how they influence their biology is unclear.
Results
Using an innovative in‐cell CGG repeat capture technique, this study identified SR proteins and SR protein kinases (SRPKs) as key regulators of repeat RNA behavior, RAN translation, and repeat toxicity across model systems. Pharmacological targeting of SRPK1 alleviated toxicity and enhanced survival in CGG repeat expressing neurons by both suppressing repeat RNA translocation to the cytoplasm and directly inhibiting RAN translation.
Impact
This study establishes SRPK1 as a potential modifier of repeat toxicity and RAN translation across multiple repeats. These results provide a foundation for the development of new therapeutic approaches for additional repeat expansion disorders.
Introduction
Fragile X‐associated Tremor/Ataxia Syndrome (FXTAS) is an age‐related neurodegenerative disorder, which impacts approximately 1/5,000 people (Jacquemont et al, 2004; Tassone et al, 2012). It results from a transcribed CGG repeat expansion in the 5’ UTR of the fragile X gene, FMR1 (Hagerman et al, 2001). Normally healthy humans harbor approximately 30 repeats, which get expanded to 55–200 repeats in case of FXTAS (Hagerman & Hagerman, 2015). Patients develop imbalance, dementia, parkinsonism, and tremors starting in their 50's or 60's (Jacquemont et al, 2003). Pathologically, the condition is associated with diffuse neuronal loss and brain atrophy as well as accumulation of ubiquitinated inclusions within neurons and glia throughout the brain (Greco et al, 2002, 2006; Ariza et al, 2016). FXTAS is an inexorably progressive and fatal condition without effective treatment. Thus, identifying targetable factor(s) involved in CGG repeat expansion‐associated toxicity may help in the development of new therapeutics.
CGG repeats are thought to elicit toxicity through two non‐exclusive mechanisms (Glineburg et al, 2018). Expanded repeat RNAs can elicit gain‐of‐function (GOF) toxicity by sequestering essential RNA‐binding proteins (RBPs) and forming RNA–RNA and RNA–protein complex condensates (Jazurek et al, 2016; Jain & Vale, 2017; Glineburg et al, 2018). This pathologic process is best exemplified by the sequestration of muscleblind (MBNL) proteins by CUG repeat RNA in myotonic dystrophy type 1 (DM1) (Taneja et al, 1995; Miller et al, 2000). The repeat mRNA and MBNL protein avidly colocalize into RNA foci in both patient tissues and in model systems (Miller et al, 2000). Moreover, DM1 patients have splicing defects and clinical phenotypes that mimic those seen with genetic ablation of MBNL1 and upregulation of MBNL1 suppresses relevant disease phenotypes in DM1 disease models (Mankodi et al, 2000; Kanadia et al, 2003, 2006; Wang et al, 2019). At CGG repeat expansions that cause FXTAS, in vitro RNA pull‐down assays identified Pur alpha, hnRNP A2/B1, Sam68, and DROSHA/DGCR8 as potential repeat RNA targets (Jin et al, 2007; Sofola et al, 2007; Sellier et al, 2010, 2013). Overexpression of some of these factors in Drosophila can suppress CGG repeat elicited phenotypes (Jin et al, 2007; Sofola et al, 2007). However, direct manipulation of these factors has not yet recapitulated (in their absence) or suppressed (in their overexpression) disease relevant phenotypes in rodent or human neuronal model systems.
Repeat RNAs also support translational initiation in the absence of AUG start codons through repeat‐associated non‐AUG (RAN) translation (Zu et al, 2011). RAN translation is supported by many repeat expansions including CGG repeats associated with FXTAS and GGGGCC repeats associated with ALS/FTD (Ash et al, 2013; Mori et al, 2013; Todd et al, 2013; Bañez‐Coronel et al, 2015; Ishiguro et al, 2017; Zu et al, 2017; Soragni et al, 2018). RAN translation occurs across multiple reading frames of the same repeat to produce toxic repetitive polypeptides that accumulate in patient neurons and tissues (Gendron et al, 2013; Zu et al, 2013, 2017; Krans et al, 2016; Soragni et al, 2018). Existing experimental evidence for multiple repeat expansions suggests these RAN‐translated peptides may play an active role in disease pathogenesis. For example, expression of dipeptide repeat products resulting from C9 ALS/FTD GGGGCC RAN translation are sufficient to elicit toxicity in model systems even in the absence of repetitive RNA (May et al, 2014; Mizielinska et al, 2014; Wen et al, 2014; Jovičić et al, 2015; Lee et al, 2016; Zhang et al, 2018, 2019).
In FXTAS, RAN translation in the GGC reading frame generates a polyglycine‐containing peptide termed FMRpolyG, which accumulates into ubiquitinated inclusions in both model systems and patient tissues (Todd et al, 2013). Induced expression of repeats that support FMRpolyG synthesis elicit toxicity in heterologous cells, rodent neurons, flies, and transgenic mice (Todd et al, 2013; Buijsen et al, 2014; Sellier et al, 2017). Moreover, sequence manipulations that suppress RAN translation of FMRpolyG largely preclude CGG repeat‐associated toxicity in overexpression systems (Todd et al, 2013; Sellier et al, 2017). RAN translation is selectively activated by cellular stress response pathways that typically preclude translational initiation, suggesting that specific translational factors or alternative mechanisms may underlie RAN translation and its contributions to repeat‐associated toxicity (Green et al, 2017; Cheng et al, 2018; Sonobe et al, 2018; Westergard et al, 2019). Indeed, unbiased and targeted genetic approaches have identified potential factors that preferentially modulate RAN translation including ribosomal protein RPS25 and RNA helicase DDX3X (Cheng et al, 2019; Linsalata et al, 2019; Yamada et al, 2019).
One potential confounder from studies of repeat RNA binding proteins in FXTAS and other repeat expansion disorders to date is their reliance on in vitro repeat RNA capture methodologies (Jazurek et al, 2016). As most RNAs come to interact with specific RBPs during transcription, export, and/or translation as part of their normal life cycle in the cell, we reasoned that critical factors involved in RAN translation, repeat RNA transport, and RNA foci formation/RBP sequestration might be missed with in vitro assays, which do not capture these interactions with great fidelity. It is also possible that interactions of specific factors with CGG repeat RNA may only occur in particular cellular states, such as after activation of cellular stress pathways. Dynamic RNA–protein and RNA–RNA interactions change under cellular stress (Van Treeck & Parker, 2018; Matheny et al, 2020) and repeat RNAs such as ALS/FTD‐associated C9ORF72 GGGGCC repeats can partition into stress granules and interact with specific proteins (Fay et al, 2017). Thus, capturing context‐specific repeat RNA–protein interactions might reveal novel modulators of repeat RNA biology and pathogenesis.
To define the roles played by CGG repeat RNA binding proteins in both RAN translation and FXTAS pathogenesis in vivo, we developed a repeat RNA‐tagging system, which allows for the unbiased identification of RNA‐binding proteins inside cells (Harlen & Churchman, 2017). We fused a pathogenic CGG repeat expansion containing reporter with PP7 viral stem‐loops, which bind to viral coat protein with high affinity (Chao et al, 2008). By co‐expressing an epitope‐tagged coat‐binding protein, PCP, we were able to isolate CGG repeat RNAs and associated RBPs. This modular system can be utilized in the context of cellular perturbations such as stress induction or drug treatment. Using this technique, we found that multiple serine/arginine‐rich splicing factor (SRSF) proteins interact with CGG repeat RNAs under normal and stress conditions. Genetic targeting of serine/arginine proteins suppresses rough eye phenotypes and extends survival in a Drosophila model of FXTAS. Moreover, genetic or chemical targeting of serine/arginine protein kinases (SRPK1) that regulate SRSF1 function and cellular distribution selectively suppress RAN translation and toxicity in fly and rodent neuronal models of FXTAS through both direct effects on translation and through nuclear CGG repeat RNA retention. Taken together, these data present a novel approach to identify repeat RNA‐binding proteins in vivo and establish SR protein kinases as a possible target to modulate RAN translation and repeat expansion‐associated toxicity.
Results
Development of a CGG repeat RNA‐tagging system
Cellular RNA‐binding proteins (RBPs) play critical roles in RNA gain‐of‐function toxicity in repeat expansion disorders. To identify RBPs that interact with expanded CGG repeat RNAs and that may modulate RAN translation in a FXTAS disease model, we designed an RNA‐tagging system that allowed isolation and identification of CGG repeat RNA‐binding proteins inside cells (Harlen & Churchman, 2017). To accomplish this, we modified previously characterized CGG RAN translation‐specific nanoluciferase (nLuc) reporters by inserting PP7 viral stem‐loops after the stop codon (Fig EV1A, Appendix Table S1 and Fig 1A) (Kearse et al, 2016). This reporter system allows translation of the CGG RAN reporter, while keeping the PP7 stem‐loop structures unperturbed to interact with the PP7 coat protein (PCP) (Figs EV1B and 1B and C). While testing the translation efficiency of this PP7‐tagged reporter we found that, consistent with previous findings, CGG RAN translation was significantly less efficient than AUG‐driven canonical translation (Fig 1B) (Kearse et al, 2016). Moreover, as expected, CGG RAN translation was enhanced with activation of integrated stress response by thapsigargin (TG) treatment (Fig 1C) (Green et al, 2017). Of note, addition of PP7 stem‐loops did not perturb the predicted secondary structure formed by the expanded CGG repeat RNA construct used in this study, indicating that the PP7 stem‐loops should not preclude RBPs from interacting with expanded CGG repeats (Appendix Fig S1). This PP7‐tagged construct was co‐transfected with PP7 coat‐binding protein containing a nuclear localization signal and a 3xFLAG epitope tag (PCP‐NLS‐3xFLAG), which facilitated immunoprecipitation (IP) using anti‐FLAG antibody (Fig 1D).
To quantitatively identify ribonucleoprotein complexes formed by the CGG‐nLuc reporter, we used SILAC (stable isotope labeling by amino acids in cell culture) with HEK293T cells grown in light and medium amino acids before IP (Fig 1D) (Ong et al, 2002). We used an AUG‐nLuc –PP7 as control and a GGGGCC‐nLuc‐PP7 for comparative analysis (see Methods and for details). All these reporters have been characterized extensively for their RAN translation efficiency earlier (Kearse et al, 2016; Green et al, 2017; Linsalata et al, 2019). Here, we used these reporters as bait to capture specific proteins that may interact with these reporters and involved in RNA export and/or translation processes. Importantly, for this study we mainly analyzed the CGG interactome, as the GGGGCC interactome will be the focus of a separate manuscript (see Methods and Data Set EV1). For SILAC, AUG‐nLuc‐PP7 reporter was grown in light and CGG‐nLuc‐PP7 reporter was grown in medium amino acids containing HEK293T cells and both of them were co‐transfected with the 3xFLAG tagged PCP (Fig 1D). In parallel, to determine RBPs that may interact with these reporters after ISR activation, cells were treated with 2 μM TG 5 h before the IP. The SILAC analysis provided more than 300 protein interactors with quantification of their binding preferences for AUG and CGG reporters (Figs 1E and EV1C). Fewer interactors were identified after ISR activation with TG treatment (Figs 1F and EV1C). A reduction in RNA–protein interaction during integrated stress response might be a result of perturbation in normal RNA metabolism during cellular stress (Bond, 2006).
SR proteins selectively interact with CGG repeat RNAs
Gene ontology (GO) enrichment analysis of manually curated CGG‐enriched protein interactors using the Database for Annotation, Visualization and Integrated Discovery (DAVID) yielded top functional categories related to poly(A) RNA‐binding, RNA‐binding, ribonucleoprotein complexes, mRNA metabolic processes, RNA processing, and translation (Fig EV1D), indicating that this RNA‐tagging IP successfully captured RBPs that may differentially interact with CGG repeat RNA during its synthesis, transport, and translation (Dennis et al, 2003). As expected, previously identified CGG interactors hnRNPA2B1 or Sam68 (KHDRBS1) interacted with our CGG reporter (Data Set EV1). Both AUG‐initiated and CGG‐repeat constructs formed similar ribonucleoprotein complexes and exhibited significant overlap in their interactomes (Fig EV1C). However, several RBPs including multiple serine/arginine‐rich domain (SR) proteins preferentially interacted with CGG repeat reporters compared to the AUG reporter (Fig 1E–G).
Top RBPs that preferentially interact with CGG repeat reporter in basal condition (no stress) include heterogeneous nuclear ribonucleoproteins hnRNPH, hnRNPC; poly(a) binding protein PABPN1, PABPC1, and PABPC4; ribosomal proteins RPL18A, RPLP0, and RPLP2 (Fig 1G). Stress‐specific interactors include ubiquitin‐60S ribosomal protein L40 (UBA52), hnRNPQ, PABPC1, LARP1, and YBX1 (Fig 1G). Interestingly, multiple SR proteins interact with the CGG reporter basally and in response to cellular stress (Fig 1E–G). SR proteins are a large family of RBPs consisting 12 structurally related proteins containing characteristic Arg/Ser‐rich (RS) domains that influence mRNA splicing, export, stability, and translation (Zhou & Fu, 2013). To validate some of these SR protein interactions, we took a two‐pronged approach. First, we determined the co‐localization of a key SR protein, SRSF1, with CGG repeat RNA by hybridization chain reaction (HCR) and immunocytochemistry (ICC). HCR enabled the detection of CGG repeat RNA foci in transfected U2OS cells and showed co‐localization of the RNA with SRSF1 (Fig 2A and B). In a parallel approach, we immunoprecipitated PP7‐tagged reporter RNAs and immunoblotted for SRSF proteins. SRSF1 interacted very strongly with PP7‐tagged CGG repeat RNA reporter compared to a PP7‐tag control or AUG reporter (Fig 2C). SRSF2 also interacted preferentially with the CGG RNA reporter, albeit less robustly than SRSF1 (Fig 2C).
SR proteins modulate CGG and GGGGCC repeat RNA toxicity in Drosophila
To test whether any of the CGG repeat RNA interactors can modulate CGG RNA toxicity, we conducted a candidate‐based screen using a Drosophila melanogaster model of FXTAS (Fig 3A and B) (Todd et al, 2013; Linsalata et al, 2019). This fly model carries an upstream activation sequence (UAS)‐driven 5’ UTR of human FMR1 with 90 CGG repeats fused to EGFP in the +1 (FMRpolyG) reading frame. Expression of this reporter in the fly eye via a GMR‐GAL4 driver results in a rough‐eye phenotype (Todd et al, 2013). We have previously used this fly model to screen for modifiers of FMR1 CGG RAN translation and identified several translation‐associated factors that modulate CGG repeat toxicity (Linsalata et al, 2019). For the modifier screen in this study, we selected a few candidates from the list of top CGG‐interacting proteins (Fig 1G; Appendix Table S2) to cross with GMR‐GAL4 control and 90 CGG repeats expressing flies. Candidate modifiers with intrinsic toxicity were excluded from further analysis (Fig EV2A). We found that knocking down Drosophila homologs of several SR proteins (SRSF1, 2, and 6) as well as translation initiation factor eIF3G, ribosomal protein RPLP0, and RNA helicase DHX30 significantly reduced CGG repeat RNA toxicity (Figs 3B and C, and EV2B). Factors whose knockdown significantly enhanced CGG repeat toxicity in fly eye include fly homologs of heterogeneous nuclear ribonucleoproteins hnRNP H/F and hnRNPQ/Syncrip; poly(a) binding protein (PABPN1); nuclear cap‐binding protein (NCBP1); and DExD‐Box Helicase 39B (Figs 3B and EV2C).
To investigate whether overexpression of SR proteins might enhance CGG repeat toxicity, we developed a transgenic Drosophila model carrying UAS‐driven dSF2 (Drosophila homolog of human SRSF1) and expressed this reporter in the fly eye using a GMR‐GAL4 driver. Expression of dSF2 alone did not lead to any eye abnormalities. However, co‐expression of dSF2 significantly enhanced CGG repeat elicited eye degeneration compared to an eGFP control (Fig 3D). A recent study has shown that SRSF1 is required for nuclear export of GGGGCC repeats and knockdown of SRSF1 modulates GGGGCC repeat toxicity in a fly model (Hautbergue et al, 2017). Consistent with this published work, in our mass spectrometry experiments multiple SRSF proteins interacted with the GGGGCC reporter (Data Set EV1). Thus, we asked if multiple SR proteins may modulate GGGGCC repeat toxicity in a Drosophila model. To this end, we used a transgenic Drosophila model expressing UAS‐driven 28 GGGGCC repeats that exhibits a rough‐eye phenotype when expressed in fly eyes (He et al, 2020). We found that Drosophila homologs of several SR proteins, including SRSF1, SRSF2, and 6, significantly reduced rough‐eye phenotypes in the GGGGCC repeat expressing fly (Fig 3E and F). Moreover, knock down of SRSF1 significantly reduced severe rough eye phenotype observed at higher temperature (29°C) that causes necrosis and shrinkage of GGGGCC repeat expressing fly eyes (Fig 3G).
Ubiquitous expression of 90 CGG repeats after eclosion in adult flies using the Tub5‐Geneswitch system significantly shortens lifespan (Todd et al, 2010; Linsalata et al, 2019). Conversely, we observed that expression of siRNAs against SRSF1 under an inducible Tub5‐Geneswitch driver modestly increased the lifespan of flies expressing 90 CGG repeats (Fig 3H). Similarly, SRSF1 knockdown increased lifespan when CGG repeat was expressed selectively within neurons in adult flies under an inducible Geneswitch ElaV driver (Fig 3I). However, siRNAs against SRSF2 failed to enhance survival of flies expressing 90 CGG repeats (Fig EV3A). Together, these results suggest that SRSF1 in particular plays a role in adult‐onset CGG repeat‐associated neurodegeneration in Drosophila. As with CGG repeats, ubiquitous expression of siRNA against SRSF1 led to a modest but statistically significant enhancement of survival of GGGGCC repeat expressing fly, but SRSF2 did not show any significant change (Figs 3J and EV3B). Taken together, these results are consistent with the earlier findings related to SRSF1 and GGGGCC repeats (Hautbergue et al, 2017), while extending the results to a second disease‐causing repeat expansion (CGG) and suggesting that other SR proteins can also be involved in repeat expansion‐associated toxicity.
SRSF Protein Kinase 1 (SRPK1) modifies repeat RNA toxicity in Drosophila
Serine–arginine protein kinases (SRPKs 1–3) selectively phosphorylate SR proteins and modulate their subcellular localization (Zhou & Fu, 2013). In addition, many non‐splicing functions for SRPKs have been reported, including roles in tau phosphorylation and Alzheimer’s disease (AD) pathogenesis (Hong et al, 2012) and in translational regulation (Brown et al, 2014). SRPKs exhibit highly tissue‐specific expression profiles, suggesting that these kinases may have specialized functions (Wang et al, 1998; Nakagawa et al, 2005). SR proteins are misregulated in multiple cancers, and pharmacological targeting of the SRPK1‐SR axis has been proposed as a potential therapeutic approach (Amin et al, 2011; Mavrou et al, 2015; Mavrou & Oltean, 2016). As multiple SR proteins modulate both CGG and GGGGCC repeat RNA toxicities in our fly models, we asked if SRPK1 may also affect repeat RNA toxicity in flies. To this end, first we tested the effects of altering expression of SRPK1 on CGG repeat RNA toxicity in our FXTAS fly model. Interestingly, we found that selective knockdown of the Drosophila homolog of SRPK1 (dSRPK1) reduced CGG repeat RNA toxicity and significantly improved the CGG repeat rough eye phenotype (Fig 4A and B). Next, we asked if altering SRPK1 expression can also reduce GGGGCC repeat RNA toxicity in our fly model. Indeed, expression of siRNA against SRPK1 (dSRPK1) reduced GGGGCC repeat toxicity and significantly improved the associated rough eye phenotype (Fig 4C and D). Additionally, ubiquitous expression of siRNAs against dSRPK1 under an inducible Tub5‐Geneswitch driver led to a modest but statistically significant effect on lifespan of flies expressing GGGGCC repeats (Fig EV3C). We also confirmed that improvement of CGG RNA toxicity in Drosophila occurs due to decreased expression of target genes by siRNA‐mediated knockdown (Fig EV3D). Together, these results suggest that SRPK1 can modify repeat expansion‐associated toxicity, either directly through modulating SR proteins or through independent pathways.
Amelioration of CGG RNA toxicity by SRSF1 and SRPK1 knockdown might occur through altering the levels of RAN products in Drosophila. To test this possibility, first we assessed if any of the modifiers can decrease GFP inclusions (FMRpolyG‐EGFP) in fly eyes. A previous study from our laboratory has shown that RAN translation of the CGG90‐EGFP reporter can form GFP inclusions in Drosophila eye, while expression of GFP alone do not form inclusions (Todd et al, 2010). siRNA‐mediated knockdown of either SRSF1 or SRPK1 significantly reduced GFP inclusions in eye compared to control siRNA (Fig 4E and F). In addition, FMRpolyG‐EGFP levels in adult flies expressing CGG repeats within neurons were modestly decreased by siRNA‐mediated knockdown of SRSF1 (Fig EV3E). Together, these results suggest that SRSF1 and SRPK1 modify CGG repeat‐associated toxicity in Drosophila through altering RAN protein levels.
SRPK1 inhibitors modulate RAN translation in cell‐based reporters
Since genetic ablation of Drosophila homolog of SRPK1 altered RAN protein (FMRpolyG‐EGFP) levels in a fly model of FXTAS, we next asked if inhibition of SRPK1 can modulate RAN translation in mammalian cells. We hypothesized that SRPK1 is required for SR protein‐mediated export of repeat RNAs into the cytoplasm (Fig 5A). Thus, SRPK1 inhibition can possibly lead to a decrease in cytoplasmic levels of repeat RNAs, resulting ultimately in a decrease level of RAN translation. To monitor RAN translation in mammalian cells, we used our previously characterized nLuc‐based CGG RAN translation reporter consisting of a 3xFLAG‐tagged nanoluciferase (nLuc‐3XF) downstream of the 5’ UTR of human FMR1 (Kearse et al, 2016). In order to test the effects of SRPK1 inhibition on RAN translation, we used two known chemical inhibitors of SRPK1 (Fig 5A). First, we tested the effects of SRPIN340, an ATP‐competitive SRPK inhibitor, on RAN translation by pre‐treating HEK293T cells with SRPIN340 followed by transfecting CGG RAN translation reporters (Fukuhara et al, 2006). SRPIN340 treatment at 50 μM led to a significant and selective decrease in +1CGG RAN translation as detected by immunoblot (Fig 5B). Similarly, SRPIN340 treatment at 30 μM inhibited CGG RAN translation as measured by nanoluciferase assay, but this had no impact on AUG‐nLuc expression (Fig 5C). The requirement of lower concentration of SRPIN340 treatment for RAN inhibition in nanoluciferase assays compared to Western, is possibly due the differences in the sensitivity of detection between these assays. The effects of SRPIN340 was not isolated to FMRpolyG synthesis: We showed that SRPK1 inhibition by SRPIN340 also suppressed GGGGCC RAN translation (GA70) and +2CGG RAN translation (FMRpolyA) using previously published reporters (Fig 5D) (Kearse et al, 2016; Green et al, 2017).
As pharmacological agents may have off‐target effects, we also evaluated the impact of a second SRPK inhibitor, SPHINX31 (Gammons et al, 2013; Batson et al, 2017). Similar to SRPIN340, SPHINX31 significantly and selectively inhibited +1CGG, GGGGCC and +2CGG RAN translation (Fig 5E and F). These results indicate that pharmacological inhibition of SRPK1 has a general inhibitory effect on RAN translation.
SRPK1 inhibitors prohibit stress‐induced increase in RAN translation
RAN protein levels increase under various stress conditions, including ER stress (Green et al, 2017; Cheng et al, 2018; Sonobe et al, 2018; Westergard et al, 2019). During integrated stress response (ISR), phosphorylation of eIF2α leads to a decrease in global translation, while RAN translation remains unperturbed. This creates a feed‐forward loop that leads to production of more RAN proteins, which contribute to neuronal dysfunction and death. As SPRK1 inhibitors selectively suppressed RAN translation, we wondered if SRPK1 inhibition might also impede stress‐induced enhancement of RAN translation. Pre‐treating cells with 50 μM SRPIN340 led to a complete blockade of thapsigargin‐induced enhancement of +1CGG RAN translation as detected by immunoblot and luciferase assays (Fig 6A and B). SRPIN340 also suppressed stress‐induced GGGGCC (GA70) and +2CGG RAN translation (Fig 6B–D). Together, these results suggested that pharmacological inhibition of SRPK1 can prohibit both basal level and stress‐induced increase in RAN translation across at least two different repeats and at least two reading frames of the CGG repeat.
To assess the mechanism by which SPRK1 inhibitors precluded stress‐induced RAN translation, we asked whether SRPK1 inhibitors directly target cellular ISR pathways. To test this, we measured eIF2α phosphorylation levels in TG‐treated (stress‐induced) cells in the presence or absence of SRPIN340. We did not observe any significant changes in the levels of phosphorylated eIF2α after ISR induction with TG in presence of SRPIN340 (Fig 6E). However, we did observe that 50 μM SRPIN340 treatment lead to a modest blockade in the enhancement of phosphorylated eIF2α during ISR induction in the presence of +1CGG repeat RNA (Fig 6F). We conclude that although SRPIN340 does not directly target ISR pathways alone, it may decrease the overall burden of cellular stress triggered by the presence of +1CGG repeat RNA through inhibiting RAN protein production.
SRPK1 inhibitors trigger nuclear accumulation of CGG repeat RNAs
Genetic or pharmacological inhibition of SRPK1 could theoretically reduce RAN translation through multiple mechanisms (Fig 5A). SRPK1 inhibition may alter SR protein‐mediated export of repeat RNAs, thus preventing their access to assembled and active ribosomes. Alternatively, SRPK1 inhibition could directly impair RAN translation through either an SR protein dependent or independent pathway. We tested both of these possibilities.
Inhibition of SRPK1 results in decreased phosphorylation of target SR proteins, particularly SRSF1, resulting in a reduction of SRSF1 nuclear import (Zhou & Fu, 2013; Gonçalves et al, 2014). Consistent with this, we found that SRPIN340 treatment significantly decreased levels of phosphorylated SRSF1/2 in the cytoplasm (Figs 7A and EV4A). Likewise, SRPIN340 treatment reduced nuclear SRSF1 protein levels (Fig 7B). If SRSF1 is required for nuclear export of CGG repeat RNAs, as described earlier for GGGGCC repeat RNAs (Hautbergue et al, 2017), then a decrease in nuclear SRSF1 levels could impair export of CGG repeat RNAs. Consistent with this prediction, treating cells with SRPIN340 triggered accumulation of CGG repeat RNAs inside the nucleus as measured by HCR (Fig 7C). Together, these results suggest that inhibition of SRPK1 leads to impaired export and nuclear accumulation of repeat RNAs, resulting in decrease production of RAN proteins in the cytoplasm (Fig 5A).
SRPK inhibition directly impairs RAN translation from CGG repeats
Next, we asked if SRPK1 inhibition can directly affect RAN translation. We tested this by two means. First, we transfected HEK293T cells with in vitro transcribed +1CGG RAN reporter RNA in presence or absence of SRPIN340 (Fig 7D). RNA transfection precludes the requirement of nuclear export of the RNA and reporter RNAs become readily available in the cytoplasm for translation. Interestingly, SRPIN340 treatment led to a significant decrease in RAN translation from +1CGG reporter RNAs, as detected by immunoblot and luciferase assay (Fig 7D and E). We also confirmed direct and selective inhibition of RAN translation by SRPIN340 using an in vitro translation system. Addition of 50 μM SRPIN340 to a rabbit reticulocyte lysate (RRL) selectively inhibited translation of in vitro transcribed +1CGG reporter RNA without affecting AUG‐nLUC reporter RNA translation (Fig 7F). However, SRPIN340 treatment effects on +1CGG RAN translation were smaller with RNA reporter transfection compared to plasmid reporter transfection (Fig EV4B). Taken together, these results suggest that SRPK1 inhibition suppresses RAN translation through at least two complementary mechanisms: nuclear RNA export and translation efficiency.
Inhibition of SRPK1 enhances survival of (CGG)100 expressing neurons
As pharmacological inhibition of SRPK1 suppressed RAN translation from both +1 FMRpoly(G) and +2 FMRpoly(A) translation frames in mammalian cells and knockdown of SRPK1 in Drosophila suppressed CGG repeat toxicity, we asked whether SRPK1 inhibitors could mitigate CGG repeat toxicity in mammalian neurons. We expressed +1(CGG)100‐EGFP reporters encoding for +1 FMRpoly(G) in rat primary neurons along with an mApple reporter plasmid that allowed for selective tracking of transfected cells using an automated fluorescence microscopy assay system (Barmada et al, 2015; Linsalata et al, 2019). An AUG‐driven EGFP reporter served as a control for transfection and exogenous protein expression‐associated toxicity. Consistent with previous results (Linsalata et al, 2019), +1(CGG)100‐EGFP expression markedly reduced neuronal survival compared to EGFP expression over 10 days (Figs 8A and EV5A). We next treated neurons with SRPIN340 at a range of concentrations from 10 to 50 μM before +1(CGG)100‐EGFP reporter transfection (Fig EV5B). Neuronal survival rate was significantly improved with SRPIN340 treatment at concentrations of 30, 40, and 50 μM compared to DMSO treatment. However, SRPIN340 appeared to have some neurotoxicity itself on EGFP‐transfected neurons at higher concentrations, with SRPIN340 treatment at 40 μM showing the most favorable and selective effects on neuronal survival (Figs 8A and EV5A and B).
To confirm that this suppression of neurotoxicity by SRPIN340 treatment is not a drug‐specific effect, we also tested SPHINX31 effects on +1(CGG)100‐EGFP‐induced toxicity. Similar to SRPIN340, SPHINX31 significantly improved +1(CGG)100‐EGFP expressing neuronal survival at all tested concentrations (Fig EV5C and D). SPHINX31 elicited maximum suppression of neurotoxicity at concentrations of 8 and 10 μM, consistent with our observation of inhibition of RAN translation in a similar range of concentrations. At 8 μM concentration, SPHINX31 showed a promising effect on neuronal survival against +1(CGG)100‐EGFP reporter‐induced toxicity over any intrinsic drug‐associated toxicity (Fig 8B). Together, these findings suggest that pharmacological inhibition of SRPK1 can suppress neurotoxicity of expanded CGG repeats through suppression of RAN translation.
Discussion
Nucleotide repeat expansions as RNA form complex structures that bind and sequester specific RNA binding proteins within different cellular compartments (Krzyzosiak et al, 2012; Jazurek et al, 2016; Ciesiolka et al, 2017). These interactions influence repeat RNA stability, distribution, and translation efficiency, and alter the behavior of the RNA binding proteins, which interact with repeat RNAs. To date, most studies of repeat RNA–protein interactions have relied on in vitro capture methods that do not take mRNA cellular context into consideration (Jazurek et al, 2016). As such, they have the potential to miss important interacting proteins that might be of lower overall abundance or require interaction within the context of specific cellular compartments or in vivo RNA structures. Here, we utilized an alternative method for identifying RNA–RBP interactors that allows for capture of complexes that form within cells under both basal conditions and in response to cellular stress. By applying this tool to CGG repeats that cause FXTAS, we identified a series of novel interactors, including factors with differential interaction profiles after stress induction (Fig 1E–G). Evaluation of these interactors identified SRSF proteins as playing direct roles in CGG repeat toxicity in model systems. Moreover, genetic and pharmacological targeting of the major SRSF kinase (SRPK1) significantly impaired RAN translation at multiple GC‐rich repeat sequences and suppressed toxicity in Drosophila and CGG repeat expressing rodent neurons (Figs 5, 6, 7, 8). Taken together, these studies highlight the value of RNA‐tagging for identification of RNA–RBP interactions and suggest that SRPK1 may serve as a therapeutic target worthy of further evaluation in repeat expansion disorders.
Our screening identified multiple SR proteins that interact with CGG repeat RNA and loss of SR protein orthologues in Drosophila suppressed CGG repeat toxicity (Figs 1, 2, 3). Though SR proteins play a major role in splicing, they are also implicated in mRNA export, regulation of RNA stability, and translation (Jeong, 2017). SRSF1, 2, and 9 have been previously shown to interact with other repeat RNAs, with functional implications for GGGGCC repeat RNA associated with C9ALS (Sato et al, 2009; Donnelly et al, 2013; Lee et al, 2013; Cooper‐Knock et al, 2014). Specifically, sense GGGGCC RNA has been shown to interact with both SRSF1 and SRSF2 and antisense C4G2 RNA has been shown to colocalize with SRSF2 (Cooper‐Knock et al, 2015; Hautbergue et al, 2017). Moreover, prior data suggested that SRSF1 is important for nuclear export of GGGGCC repeat RNA (Hautbergue et al, 2017). Interestingly, analysis of C9ALS patient cerebellum samples has shown extensive alternative splicing (AS) defects in transcripts targeted by hnRNPH1 and SRSF1, indicating that SRSF1 sequestration by GGGGCC RNA may account for this altered splicing (Prudencio et al, 2015; Conlon et al, 2016). Our data confirm many of these initial observations and extend these results to CGG repeats. Together, they strongly indicate that SR proteins play an important role in repeat RNA toxicity across multiple repeats.
Because of the central importance of SR proteins in many cellular functions, we pivoted to study whether altering the behavior of the major SRSF kinase, SPRK, might serve as a better biological target in repeat expansion disorders. Consistent with this idea, we observed that SRPK inhibition, which influences SRSF1 distribution and behavior, led to a marked nuclear retention of CGG repeat RNA in the nucleus (Fig 7A–C). Thus, at least some of the observed effects of SRPK inhibition and presumably SRSF1 expression manipulation on both CGG repeat distribution and toxicity is mediated by altered repeat RNA export. However, we also observed that SRPK inhibition had a direct effect on RAN translation from CGG repeats, as determined by in vitro translation assays and by RNA reporter transfections (Fig 7D–F). SRPK1 may have indirect effects on protein translation through modulation of eIF4E phosphorylation as well as through impacts on AKT signaling (Zhou & Fu, 2013; Brown et al, 2014). Alternatively, inhibition of SRPKs can also affect translation through altering the phosphorylation level of eIF4G, as observed earlier for simultaneous knockdown of multiple SRPKs (Hu et al, 2012). As such, the exact mechanism(s) by which SRPK inhibition is acting to impair RAN translation and suppress CGG repeat toxicity will require further study.
Protein kinases are attractive targets for drug development. Notably, SPRK1 inhibitors are actively pursued as potential anti‐cancer drugs (van Roosmalen et al, 2015; Mavrou & Oltean, 2016; Chandra et al, 2020). SRPK1 phosphorylates multiple serine residues in the RS1 domain of SRSF1 to regulate its nuclear localization (Zhou & Fu, 2013). Altered levels of SRSF1 have been reported in many cancers, where phosphorylation of SRSF1 plays a decisive role in alternative splicing of disease‐associated transcripts (Anczuków et al, 2015; Sheng et al, 2018). Furthermore, in some cancers misregulation of SRPK1 has been linked with cell proliferation, migration, and angiogenesis (van Roosmalen et al, 2015). In light of these findings, our discovery of SRPIN340 and SPHINX31 as potential inhibitors of RAN translation is worthy of further pursuit. Furthermore, our mechanistic studies strongly suggest that SRPK1 inhibition may affect RAN translation through multiple pathways (Fig 7). This makes SRPK1 a robust candidate for targeting RAN inhibition that can be applied across multiple repeat expansion disorders. However, there may be some intrinsic toxicity associated with these compounds, given that we observed modest toxicity in neurons expressing GFP alone, especially for SRPIN340 (Figs 8A and EV5). Interestingly, SPHINX31, which has been shown to inhibit SRPK1 more potently than SRPIN340, appeared less neurotoxic (Figs 8A and EV5) (Gammons et al, 2013), perhaps due to differential effects of SRPIN340 on SRPK2 (Fukuhara et al, 2006). This indicates SPHINX31 to be a more favorable candidate for development in this context.
Besides SRSFs, our dual screens identified a number of other intriguing RNA‐binding proteins that may play a role in CGG repeat‐associated toxicity. For some of these, knockdown mitigates rough eye phenotypes in flies, such as DHX30 and eIF3G, while for others such as hnRNPQ, knockdown enhances rough eye phenotypes in a fashion more consistent with sequestration (Figs 1 and EV2B and C). DHX30 is an ATP‐dependent DEAD/H RNA helicase that has been implicated in translation regulation apoptosis‐associated transcripts (Rizzotto et al, 2020). A previous Drosophila screen identified the fly homolog of DHX30 as a modest modifier of rough eye phenotype in this FXTAS fly model, which we also observed here (Linsalata et al, 2019). Given the roles of other DEAD‐box helicases in RAN translation, including DDX3, the selective identification of this factor as a CGG repeat RNA interactor suggests the need for further study of how it might alter repeat RNA behavior (Linsalata et al, 2019). Similarly, the mammalian eIF3 complex protein eIF3F has already been implicated in RAN translation at CAG and GGGGCC repeats (Ayhan et al, 2018). While eIF3G is one of the core subunits, eIF3F a non‐core regulatory subunit of the eIF3 complex (Hinnebusch, 2006). Identification of this complex in association with the repeat RNA suggests that it may play a role in its translation, especially given prior studies suggesting eIF3 may be critical in non‐canonical initiation events. Lastly, hnRNPQ is implicated as a key factor in controlling the translation of FMRP from FMR1 transcripts through an IRES‐mediated mechanism (Choi et al, 2019). Given recent studies linking CGG repeats, RAN translation, and FMRP synthesis (Rodriguez et al, 2020), this factor will require further evaluation in RAN translation assays at this and other repeat structures.
In sum, we developed an in‐cell method for identifying repeat RNA binding proteins and applied it to CGG repeats to reveal both novel interactors and phenotypic modifiers associated with these repeat expansions. Future comparative studies with other repeat elements and in other systems and cellular compartments should allow for a better understanding of repeat RNA–protein complex formation and interactions in vivo and guide us in our understanding of the native functions of repeat elements, and how repeats as RNA cause disease and potentially what drug targets are likely to serve as effective therapeutics in these currently untreatable disorders.
Materials and Methods
Antibodies
For Western blots, following antibodies were used: FLAG‐M2 at 1:1,000 dilution (mouse, Sigma F1804), 1:2,500 β‐Actin (mouse, Sigma A1978), 1:1,000 SRSF1 (Rabbit, Proteintech 12929‐2‐AP), 1:1,000 SRSF2 (Rabbit, Proteintech 20371‐1‐AP), 1:1,000 Anti‐Phosphoepitope SR proteins, clone 1H4 mouse (MABE50, Millipore Sigma), GAPDH (mouse, Santa Cruz sc‐32233), 1:1,000 eIF2α/EIF2S1 (phospho S51) (rabbit, Abcam ab32157), and 1:1,000 GFP (mouse, Roche/Sigma 11814460001) in 5% non‐fat dry milk. HRP‐conjugated goat‐anti‐mouse (115‐035‐146) or goat‐anti‐rabbit (111‐035‐144) secondary antibodies (Jackson ImmunoResearch Laboratories) were used at a 1:10,000 dilution in 5% non‐fat dry milk.
Plasmids
NanoLuciferase (nLuc) reporters cloned into pcDNA3.1(+) vector encoding AUG‐nLuc‐3xFLAG, +1CGG100‐nLuc‐3xFLAG (FMRpolyG), +2CGG100‐nLuc‐3xFLAG (FMRpolyA), GGGGCC70‐nLuc‐3xFLAG (GA70) sequences used in this paper are published earlier (Kearse et al, 2016; Green et al, 2017; Linsalata et al, 2019). 2x PP7 stem‐loop sequence as described earlier (Coulon et al, 2014; Harlen & Churchman, 2017) was synthesized from GeneWitz. In order to make the RNA‐tagging construct, pcDNA3.1(+) AUG‐nLuc‐3xFLAG and pcDNA3.1(+) +1CGG100‐nLuc‐3xFLAG vectors were modified in two steps. First, nLuc reporter sequence was PCR modified to introduce a stop codon after nLuc sequence and remove the 3xFLAG sequence. This PCR product was cloned back into the original vectors to make pcDNA3.1(+) AUG‐nLuc and pcDNA3.1(+) +1CGG100‐nLuc vectors. Finally, 2× PP7 stem‐loops were cloned into these vectors using ApaI restriction site to finally make—pcDNA3.1(+) AUG‐nLuc‐PP7 and pcDNA3.1(+) +1CGG90‐nLuc‐PP7 constructs. PCP‐NLS sequence was PCR amplified from a PCP containing plasmid to introduce SV40 NLS sequence right after PCP. The PCP sequence‐containing plasmid was generously gifted by Brittany Flores (Flores et al, 2019) and originally reported here (Yan et al, 2016). Then, a 3xFLAG sequence was amplified from the AUG‐nLuc‐3xFLAG plasmid and PCR sewed with the PCP‐NLS fragment to clone in pcDNA3.1(+) vector using KpnI and ApaI restriction sites to finally make the pcDNA3.1(+) PCP‐NLS‐3xFLAG construct.
See Appendix Table S1 for reporter sequences used in this study.
Cell culture, drug treatments, and reporter assays
HEK293T and U2OS cells were purchased from American Type Culture Collection (ATCC) and cultured in DMEM media supplemented with 10% FBS. They were confirmed to be mycoplasma free in regular interval.
Luminescence assays were performed as described earlier with slight modifications (Green et al, 2017; Linsalata et al, 2019). Briefly, HEK293T cells were seeded in 96‐well plates at a concentration of 2 × 104 cells/well and transfected ˜24 h later at ˜ 70% confluency with 25 ng nLuc reporter plasmid and 25 ng pGL4.13 Firefly luciferase reporter plasmid using a ratio of 2:1 jetPRIME (Polyplus) to DNA following manufacturer's recommendation. ˜24 h post‐transfection cells were lysed with 70 μl Glo Lysis buffer (Promega) by incubating for 5 min on a shaker at room temperature. Then, 25 μl of lysate was mixed with NanoGlo substrate diluted 1:50 in NanoGlo buffer (Promega) and 25 μl of lysate was mixed with ONE‐Glo luciferase assay buffer (Promega) in opaque 96‐well plates. Reaction was allowed to continue for 5 min on a shaker in the dark. Finally, luminescence was measured on a GloMax 96 Microplate Luminometer. RNA transfections were performed with in vitro transcribed reporter RNAs (nLuc and Firefly luciferase reporters) using TransIT‐mRNA transfection kit (Mirus), per manufacturer’s recommendation. ˜24 h post‐transfection luciferase assays performed as described earlier.
For Western blots, HEK293T cells were seeded in 24‐well plates at a concentration of 1.5 × 105 cells/ml and transfected 24 h later at ˜70% confluency with 250 ng nLuc reporters using a ratio of 2:1 jetPRIME as described earlier. 24‐h post‐transfection cells were lysed in 300 μl of RIPA buffer containing protease inhibitor cocktail (cOmplete™ Mini, Sigma) for 30 min at 4°C with occasional vortexing. Lysates were cleared by centrifugation at 14,000 rpm for 10 min, mixed with 6× SDS sample buffer, and boiled at 90°C for 10 min before running on SDS–PAGE. If required, lysates were stored at −80°C for future experiments. For immunoblot after drug treatment or stress induction, HEK293T cells were seeded in 24‐well plates at 1.5 × 105 cells/ml and treatments were performed as described earlier. For each experimental condition, at least three biological samples were run on 10% SDS–PAGE along with a standard curve for quantification of protein expression. Band intensities were measured using ImageJ and plotted using GraphPad Prism.
For SRPK1 inhibitors, HEK293T cells were plated as described above and pre‐treated with SRPIN340 (Sigma 5042930001) and SPHINX31 (BioVision, B2516‐5) at desired concentrations for 8 and 6 h before the transfection, respectively. Transfections and luminescence assays were performed as described above. For luminescence assays following ISR activation, HEK293T cells were seeded and transfected as described before for 19 h, followed by 5 h of treatment with 2 μM Thapsigargin (Thermo Fisher Scientific). All drugs were dissolved in DMSO and stored as recommended by the manufacturer.
Subcellular fractionation after SRPIN340 treatment was performed as described earlier (Li et al, 2015). In brief, HEK293T cells were grown on 6‐well plates. 24 h after SRPIN340 treatment with desired concentration, cells were gently resuspended in ice‐cold 200 μl cytoplasmic extraction buffer (10 mM HEPES pH 7.6, 60 mM KCl, 1 mM EDTA, 0.15% NP‐40, 0.5 mM DTT) supplemented with protease inhibitor and incubated on ice for 5 min. Then, cells were spun at 600 g for 4 min at 4°C. The supernatant (cytoplasmic fraction) was then transfer to a new tube. The pellet was then washed twice with the wash buffer (cytoplasmic extraction buffer lacking NP‐40) by spinning at 600 g for 2 min each. The pellet was then resuspended in 200 μl nuclear extraction buffer (20 mM HEPES pH 7.9, 1.5 mM MgCl2, 430 mM NaCl, 0.2 mM EDTA, 25% glycerol, and protease inhibitor) and rotated on a rotor for 15 min at 4°C. Finally, both cytoplasmic and nuclear fractions were cleared by centrifugation.
Tagged RNA capture and mass spectrometry
For tagged‐RNA immunoprecipitation (IP), HEK293T cells were grown in SILAC medium for 5–6 passages before transfection. DMEM deficient in L‐arginine and L‐lysine is supplemented with 10% dialyzed FBS and isotopes of lysine (final concentration 146 mg/l) and arginine (final concentration 84 mg/l) for triplex SILAC labeling. For light SILAC: DMEM, L‐lysine (Lys‐0) and L‐arginine (Arg‐0); for medium SILAC: DMEM, L‐lysine‐4,4,5,5‐d4 (Lys‐4) and L‐arginine [13C6] HCl (Arg‐6); while for heavy SILAC: L‐lysine [13C6, 15N2]HCl (Lys‐8) and L‐arginine [13C6, 15N4]HCl (Arg‐10) were added to the medium and filter‐sterilized with a 0.2‐µm filter. For transfection, cells were seeded at 2 × 106 cells/10 cm dish and transfected at ˜70% confluency with 5.25 μg of PP7‐tagged RNA bait plasmids [pcDNA3.1(+) AUG‐nLuc‐PP7, pcDNA3.1(+) +1CGG100‐nLuc‐PP7, and pcDNA3.1(+) (GGGGCC)70‐nLuc‐PP7] along with 0.75 μg of PCP‐NLS‐3xF plasmid, using jetPRIME reagents. Light SILAC was used for AUG‐nLuc‐PP7, medium SILAC +1CGG100‐nLuc‐PP7, and heavy SILAC was used for 1(+) (GGGGCC)70‐nLuc‐PP7 reporter. For ISR activation, cells were seeded similarly and transfected for 19 h, followed by 5 h of treatment with 2 μM Thapsigargin. Three 10‐cm dishes were used per condition. 24 h after transfection, cells were isolated by trypsinization and washing with 1× PBS. Cell pellets were immediately flash‐frozen using liquid nitrogen and proceeded to IP. Cell pellets from three 10 cm plates were pooled together and lysed in 1 ml of NP‐40 buffer (supplemented with cOmplete™ Mini protease inhibitor, 1 mM PMSF, NEB Murine RNase inhibitor, and RNaseIN) by incubating at 4°C for 30 min with occasional pipetting to mix. Lysates were cleared by centrifugation at 20,000 g for 10 min, and the supernatant was transferred into a new tube. Protein concentration for each sample was measured by BCA assay (23227, Thermo Fisher Scientific). For IP, 3 mg of total protein was used for each lysate. Lysates were first incubated with 40 μl of pre‐washed protein G beads for 30 min at 4°C to block any non‐specific interaction, then incubated with pre‐washed 40 μl of packed M2 FLAG beads (Sigma) rotating at 4°C for 4 h. Afterward, beads were washed with NP‐40 lysis buffer for a total of four times, 3 min each at 4°C. Before the last wash, 20% of the IP was taken out and saved for Western blot if needed. After the final wash with lysis buffer, beads were transferred to a new tube and finally washed with 1× PBS (mixing by hand) and stored at −80°C until mass spectrometry.
Mass spectrometry was performed by the proteomics resource facility at the Department of Pathology, University of Michigan. In brief, the beads were resuspended in 50 μl of 0.1 M ammonium bicarbonate buffer (pH ˜8). Cysteines were reduced by adding 50 μl of 10 mM DTT and incubating at 45°C for 30 min. An overnight digestion with 1 μg sequencing grade, modified trypsin was carried out at 37°C with constant shaking in a Thermomixer. Samples were completely dried using vacufuge. Resulting peptides were dissolved in 8 μl of 0.1% formic acid/2% acetonitrile solution, and 2 μl of the peptide solution was resolved on a nano‐capillary reverse phase column (Acclaim PepMap C18, 2 micron, 50 cm, Thermo Scientific) using a 0.1% formic acid/2% acetonitrile (Buffer A) and 0.1% formic acid/95% acetonitrile (Buffer B) gradient at 300 nl/min over a period of 180 min (2–22% buffer B in 110 min, 22–40% in 25 min, 40–90% in 5 min followed by holding at 90% buffer B for 5 min and equilibration with Buffer A for 25 min). Eluent was directly introduced into Orbitrap Fusion tribrid mass spectrometer (Thermo Scientific, San Jose CA) using an EasySpray source. Proteins were identified by searching the MS/MS data against H Sapiens (UniProt; 20,145 reviewed entries; downloaded on 08‐02‐2017) using Proteome Discoverer (v2.1, Thermo Scientific). False discovery rate (FDR) was determined using Percolator, and proteins/peptides with an FDR of ≤1% were retained for further analysis.
Drosophila lines, rough eye screening, external eye fluorescent measurement, and survival
All fly lines used here and their sources are listed in Appendix Table S2.
To make the dSF2 OE fly line, Drosophila dSF2 sequence was PCR amplified (dSF2 F 5’‐CACCATGGGATCACGCAACGAGTGCCG‐3’ and dSF2 R 5’‐ATAGTTAGAACGTGAGCGAGACCTGG‐3’) was cloned into pEntry‐TOPO vector (Thermo Fisher Scientific). The pENTR‐dSF2 vector was recombined with Gateway plasmid pTWH (Drosophila Genomics Resource Center, IN). The final vector was used for site‐specific transgenesis using PhiC31 integrase technique (BestGene, CA).
Flies were crossed and raised at 25°C on SY10 food supplemented with dry yeast unless otherwise noted. For rough eye screening, 5–6 virgin female flies expressing GMR‐GAL4‐driven UAS‐FMR1 (CGG)90‐EGFP reporters were crossed with male flies carrying either UAS‐driven siRNA against a candidate gene or a germline mutation. For GGGGCC repeat RNA toxicity modifier phenotyping, a GMR‐GAL4‐driven UAS‐(GGGGCC)28‐EGFP reporter containing fly was used. Rough eye phenotypes in F1 progenies were scored at 1–2 days post‐eclosion. A minimum of 30 flies (both male and females) from two independent crosses was scored. For rough eye scores were given based on following eye abnormalities: (i) abnormal orientation of the bristles, (ii) supernumerary bristles, (iii) ommatidial fusion and disarray, (iv) presence of necrosis, and (v) collapse/shrinkage of the eye. For each category, three possible scores were given: 1 (for presence of the abnormality), 3 (if the abnormality affected >5% of the total eye), and 5 (if the abnormality affected >50% of the total eye). Eye images were captured using a Leica M125 stereomicroscope and a Leica DFC425 digital camera.
For external eye fluorescent measurement, fly crosses were performed as described above. Fluorescent images were taken at 1–2 days post‐eclosion using a Leica M125 stereomicroscope with GFP filter. All images were taken at the same exposure. GFP images were converted to grayscale, and total intensity was measured using ImageJ.
For survival assays, flies carrying desirable repeat RNA reporter and either a Tub5‐GAL4 GeneSwitch or ElaV‐GAL4 GeneSwitch driver were crossed with a modifier fly. F1 progenies were collected 1 day post‐eclosion and placed on SY10 food supplemented with 200 μM RU486 and flipped onto fresh RU486‐containing food every 48 h. For survival, ˜20 flies (equal male and females) from at least three independent crosses maintained at 29°C. Number of deaths recorded every 48 h until expiration and plotted using GraphPad Prism.
Drosophila Western blotting, RNA isolation, and quantitative reverse‐transcription PCR (qRT–PCR)
Immunoblotting and qRT–PCRs were performed as described earlier with slight modifications (Linsalata et al, 2019). In brief, 1–2 days post‐eclosion flies carrying (CGG)90‐EGFP and a GeneSwitch (Tub5 or ELAV) driver were placed on 200 μM RU486‐supplemented SY10 food with fresh RU486‐supplemented food provided every 24 h, at 29°C. For Western samples, flies carrying (CGG)90‐EGFP with ELAV driver were maintained on RU486‐supplemented food for 5 days. Flies were homogenized at 4°C in RIPA buffer supplemented with complete mini protease inhibitor (Roche) and centrifuged at 13,500 g for 10 min at 4°C to pellet cuticle and wing debris. The supernatant was removed, mixed with 6× SDS sample buffer, and boiled at 90°C for 10 min before running on SDS–PAGE.
Total RNA for qPCR analysis was isolated as described earlier using TRIzol (Thermo Fisher) (Linsalata et al, 2019). For qRT–PCR analysis, 10 μg of total RNA per sample was treated with 2 U of TURBO Dnase (Thermo Fisher) at 37°C for 30 min. DNase‐treated RNA was purified using RNA clean and concentrator‐25 kit (Zymo Research). 500 ng of RNA was used to synthesize cDNA using iScript cDNA synthesis kit (Bio‐Rad). qPCR assays were performed using iQ SYBR Green Supermix (Bio‐Rad) and an iQ5 qPCR system (Bio‐Rad). Drosophila α‐Tubulin transcript abundance used for normalization of target transcripts using ∆∆CT method (Livak & Schmittgen, 2001). Primers used for qPCR assays are listed on Appendix Table S3.
Hybridization Chain Reaction (HCR) and immunocytochemistry (ICC)
HCR v3.0 was performed as previously described (Glineburg et al, 2021). Briefly, U2OS cells were seeded at 5 × 104 cells/ml in the chamber and transfected with SRSF1‐FLAG (Addgene #99021) and/or CGG repeat plasmids. Transfection was performed with TransIT‐LT1 Transfection Reagent (Mirus, MIR‐2304) in the ratio of 3:1 of reagent to plasmid. Transfected cells were washed twice with 1xPBS, then fixed in 4% PFA for 10 min at room temperature (RT). After fixation, cells were washed with 1xPBS twice before treating with Turbo DNase for 30 min at 37°C incubator. Then, cells were dehydrated overnight in 70% ethanol at 4°C and rehydrated with 1× PBS for 1 h, prior to immunocytochemistry (ICC). For ICC, cells were permeabilized in 0.1% Triton X‐100 in 1× PBS for 6 min and block with 2% RNAse‐free acetylated BSA in 1× PBS for 20 min at RT. Cells were stained with primary antibody FLAG‐M2 (1:100 dilution, Sigma# F1804) overnight at 4°C, then followed by three times of 5 min 1× PBS washes before staining with secondary antibody (1:500 dilution, Alexa Fluor 488, Invitrogen# A11029) for 1 h at RT in dark. Then, the cells were fixed again with 4% PFA for 10 min at RT followed by washing with 1× PBS 3 times each for 1 min before proceeding to hybridization chain reaction (HCR). HCR v3.0 was performed according to manufacturer’s instructions (Molecular Instrument). The initiator probe for CGG repeats and fluorophore 647‐labeled hairpin probes (B1H1 and B1H2) were synthesized by Molecular Instruments. Repeat RNA were detected by initiator probe CGG at 8 nM and amplified by fluorophore 647 labeled hairpin probes (B1H1 and B1H2) at 60 nM. Finally, cells were stained with DAPI and stored at 4°C in dark until imaging.
Imaging was performed using an oil 60× objective in Olympus FV1000 inverted laser scanning confocal microscope. For all experiments, acquisition parameters were identical between conditions within experiments. Cells were imaged in a series of Z‐planes, and images were analyzed in ImageJ. Average intensity composite images were derived from raw image files. For nuclear and cytoplasmic ratio analysis, signals for each channel were normalized prior to quantification. The background signal was first normalized to non‐transfection group or DMSO control. Next, the ROI was applied to the DAPI channels to specify the region of nucleus along with the 647 channel, which captured CGG RNA amplified by HCR. CGG RNA signal from the nucleus was calculated by the intensity in ROI from DAPI channel in pixels, while the RNA signal from the cytoplasm was calculated by the total intensity from 647 channel subtracted by the RNA intensity in ROI from DAPI channel in pixels. Finally, percentages of CGG RNA intensity in nucleus and cytoplasm were calculated. 20–25 views of images with a number of 85–151 U2OS cells were counted for each condition. P‐values were calculated Student’s t‐test with Welch’s correction.
RNA synthesis and rabbit reticulocyte lysate (RRL) in vitro translation
For RNA transfections and in vitro translation assays using rabbit reticulocyte lysate (RRL), RNAs were in vitro transcribed from linearized plasmids containing nanoluciferase (AUG‐nLuc and CGG‐nLuc) and firefly (FLuc) reporters described earlier (Green et al, 2017). pcDNA3.1(+) nLuc reporter plasmids were linearized with PspOMI, and pCRII FLuc reporter plasmid was linearized with HindIII‐HF. In vitro RNA synthesis was performed using HiScribe T7 ARCA mRNA kit (with tailing; NEB) as per the manufacturer's instructions. Synthesized RNAs were purified using RNA Clean and Concentrator‐25 kits (Zymo Research), and the integrity and size of transcribed RNAs were confirmed by gel electrophoresis before using in transfection assays or in RRL translation reactions.
For in vitro translation assays, Flexi Rabbit Reticulocyte Lysate System (Promega) was used as described earlier (Green et al, 2017). In brief, 3 nM of in vitro transcribed mRNAs was incubated with 30% RRL, 10 mM amino acid mix minus methionine, 10 mM amino acid mix minus leucine, 0.5 mM MgOAc, 100 mM KCl 0.8 U/µl Murine RNAse Inhibitor (NEB), and indicated amount of SRPIN304 (or DMSO for control) at 30°C for 30 min. Reactions were then diluted 1:7 in Glo Lysis Buffer (Promega) and incubated with NanoGlo Substrate freshly diluted 1:50 in NanoGlo Buffer (Promega). Luminescence was measured using a GloMax 96 Microplate Luminometer.
Primary rat neuron drug treatment, transfection, and automated fluorescence microscopy imaging
Rat embryonic cortical dissections from E20 Long–Evans rat pups of both sexes were performed as previously described (Malik et al, 2018; Flores et al, 2019). Dissociated cortical neurons were plated at 0.6 × 105 cells per well on poly‐D‐lysine‐coated 96‐well plate in neuronal growth media (NGM, neurobasal A media, 2% B‐27, 1% Glutamax‐1 (v:v)), and maintained at 37°C for 4 days before transfection. On DIV 4, neurons were treated with SRPIN (10–50 µM) or SPHINX (2–10 µM) or DMSO 8 h before transfection. Neurons were then co‐transfected 0.1 μg of pGW1‐mCherry and either 0.1 μg of pGW1‐GFP or 0.1 μg of pGW +1(CGG)100 GFP DNA per well of a 96‐well culture plate, using Lipofectamine 2000 (Thermo Fisher Scientific).
24 h after transfection, neurons were imaged at 24‐h intervals for 10 days using an automated fluorescence microscopy platform previously described (Arrasate et al, 2004; Barmada et al, 2015). Images were processed using a custom code written in Python and ImageJ macro language and analyzed by cox proportional hazard test using the survival package in R.
Prediction of RNA secondary structures
RNA secondary structure prediction was performed using M Fold web server (Zuker, 2003).
Statistical methods
Statistical analysis was performed using GraphPad Prism 7. For comparison of nLuc reporter luciferase activity, Western blots, and HCR/ICC analysis, two‐tailed Student’s t‐tests were performed with Welch’s correction. For all experiments, specification of statistical analysis and sample numbers (n) is provided with figure legends. A minimum of three independent biological samples (n > 3) with technical replication of results from each sample. To avoid the effects of subjective bias, fly screening was done by at least two independent investigators using multiple crosses. Eye necrosis/width measurements were done by blind data analysis.
Author contributions
IM and PKT conceptualized the experiments. Indranil performed the formal analysis for most of the described assays and was responsible for developing the methodology along with PKT. Y‐JT performed and analyzed the experiments relevant to HCR and RNA–protein co‐localization. SEW performed the studies and analyzed the experiments relevant to neuronal survival. PR, KZ, and KMG performed drosophila experiments and assisted with design and analysis of these studies. IM wrote the initial draft of the manuscript along with PKT, and all authors reviewed and edited the manuscript. IM, SEW, KMG, and PKT were responsible for obtaining funding for the work. PKT oversaw the project.
Conflict of interest
The authors declare that they have no conflict of interest.
Supporting information
Acknowledgements
The authors thank Todd laboratory members for helpful input and instruction on Drosophila biology. We thank Amy Krans for assistance with Drosophila generation and cloning. We thank the Pletcher laboratory at the University of Michigan for providing fly food. We thank the Barmada and Sutton laboratories for assistance with microscopy analysis and access to equipment. We acknowledge the proteomics resource facility at the Department of Pathology, University of Michigan. This work was funded by grants from the NIH (P50HD104463, R01NS099280, and R01NS086810 to PKT, NRSA F31NS113513 to SEW, and NRSA F31NS100302 to KMG) and the VA (BLRD BX004842 to PKT) and by private philanthropic support to PKT. IM was supported by an Alzheimer’s Association Research Fellowship. Y‐JT was supported by the Cellular and Molecular Biology Graduate program, University of Michigan.
EMBO Mol Med (2021) 13: e14163
Data availability
Raw mass spectrometry data are provided in Data Set EV1. Mass spectrometry data are also deposited to the ProteomeXchange Consortium via the PRIDE partner repository with the dataset identifier PXD027000. The datasets produced in this study are available in the following databases: ProteomeXchange (http://proteomecentral.proteomexchange.org/cgi/GetDataset) using the data set identifier (PXD027000).
References
- Amin E, Oltean S, Hua J, Gammons M, Hamdollah‐Zadeh M, Welsh G, Cheung M‐K, Ni L, Kase S, Rennel E et al (2011) WT1 mutants reveal SRPK1 to be a downstream angiogenesis target by altering VEGF splicing. Cancer Cell 20: 768–780 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Anczuków O, Akerman M, Cléry A, Wu J, Shen C, Shirole N, Raimer A, Sun S, Jensen M, Hua Y et al (2015) SRSF1‐regulated alternative splicing in breast cancer. Mol Cell 60: 105–117 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Ariza J, Rogers H, Monterrubio A, Reyes‐Miranda A, Hagerman PJ, Martínez‐Cerdeño V (2016) A majority of FXTAS cases present with intranuclear inclusions within Purkinje cells. Cerebellum 15: 546–551 [DOI] [PubMed] [Google Scholar]
- Arrasate M, Mitra S, Schweitzer ES, Segal MR, Finkbeiner S (2004) Inclusion body formation reduces levels of mutant huntingtin and the risk of neuronal death. Nature 431: 805–810 [DOI] [PubMed] [Google Scholar]
- Ash P, Bieniek K, Gendron T, Caulfield T, Lin W‐L, DeJesus‐Hernandez M, van Blitterswijk M, Jansen‐West K, Paul J, Rademakers R et al (2013) Unconventional translation of C9ORF72 GGGGCC expansion generates insoluble polypeptides specific to c9FTD/ALS. Neuron 77: 639–646 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Ayhan F, Perez BA, Shorrock HK, Zu T, Banez‐Coronel M, Reid T, Furuya H, Clark HB, Troncoso JC, Ross CA et al (2018) SCA8 RAN polySer protein preferentially accumulates in white matter regions and is regulated by eIF3F. EMBO J 37: e99023 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Bañez‐Coronel M, Ayhan F, Tarabochia A, Zu T, Perez B, Tusi S, Pletnikova O, Borchelt D, Ross C, Margolis R et al (2015) RAN translation in Huntington disease. Neuron 88: 667–677 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Barmada SJ, Ju S, Arjun A, Batarse A, Archbold HC, Peisach D, Li X, Zhang Y, Tank EMH, Qiu H et al (2015) Amelioration of toxicity in neuronal models of amyotrophic lateral sclerosis by hUPF1. Proc Natl Acad Sci USA 112: 7821–7826 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Batson J, Toop HD, Redondo C, Babaei‐Jadidi R, Chaikuad A, Wearmouth SF, Gibbons B, Allen C, Tallant C, Zhang J et al (2017) Development of potent, selective SRPK1 inhibitors as potential topical therapeutics for neovascular eye disease. ACS Chem Biol 12: 825–832 [DOI] [PubMed] [Google Scholar]
- Bond U (2006) Stressed out! Effects of environmental stress on mRNA metabolism. FEMS Yeast Res 6: 160–170 [DOI] [PubMed] [Google Scholar]
- Brown MC, Dobrikov MI, Gromeier M (2014) Mitogen‐activated protein kinase‐interacting kinase regulates mTOR/AKT signaling and controls the serine/arginine‐rich protein kinase‐responsive type 1 internal ribosome entry site‐mediated translation and viral oncolysis. J Virol 88: 13149–13160 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Buijsen RAM, Sellier C, Severijnen L‐AWFM, Oulad‐Abdelghani M, Verhagen RFM, Berman RF, Charlet‐Berguerand N, Willemsen R, Hukema RK (2014) FMRpolyG‐positive inclusions in CNS and non‐CNS organs of a fragile X premutation carrier with fragile X‐associated tremor/ataxia syndrome. Acta Neuropathol Commun 2: 162 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Chandra A, Ananda H, Singh N, Qamar I (2020) Identification of a novel and potent small molecule inhibitor of SRPK1: mechanism of dual inhibition of SRPK1 for the inhibition of cancer progression. Aging (Albany NY) 12: 163–180 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Chao JA, Patskovsky Y, Almo SC, Singer RH (2008) Structural basis for the coevolution of a viral RNA–protein complex. Nat Struct Mol Biol 15: 103–105 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Cheng W, Wang S, Mestre AA, Fu C, Makarem A, Xian F, Hayes LR, Lopez‐Gonzalez R, Drenner K, Jiang J et al (2018) C9ORF72 GGGGCC repeat‐associated non‐AUG translation is upregulated by stress through eIF2α phosphorylation. Nat Commun 9: 51 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Cheng W, Wang S, Zhang Z, Morgens DW, Hayes LR, Lee S, Portz B, Xie Y, Nguyen BV, Haney MS et al (2019) CRISPR‐Cas9 screens identify the RNA helicase DDX3X as a repressor of C9ORF72 (GGGGCC)n repeat‐associated non‐AUG translation. Neuron 104: 885–898 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Choi J‐H, Kim S‐H, Jeong Y‐H, Kim SW, Min K‐T, Kim K‐T (2019) hnRNP Q regulates internal ribosome entry site‐mediated fmr1 translation in neurons. Mol Cell Biol 39: e00371‐18 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Ciesiolka A, Jazurek M, Drazkowska K, Krzyzosiak WJ (2017) Structural characteristics of simple RNA repeats associated with disease and their deleterious protein interactions. Front Cell Neurosci 11: 97 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Conlon EG, Lu L, Sharma A, Yamazaki T, Tang T, Shneider NA, Manley JL (2016) The C9ORF72 GGGGCC expansion forms RNA G‐quadruplex inclusions and sequesters hnRNP H to disrupt splicing in ALS brains. eLife 5: e17820 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Cooper‐Knock J, Walsh MJ, Higginbottom A, Robin Highley J, Dickman MJ, Edbauer D, Ince PG, Wharton SB, Wilson SA, Kirby J et al (2014) Sequestration of multiple RNA recognition motif‐containing proteins by C9orf72 repeat expansions. Brain 137: 2040–2051 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Cooper‐Knock J, Higginbottom A, Stopford MJ, Highley JR, Ince PG, Wharton SB, Pickering‐Brown S, Kirby J, Hautbergue GM, Shaw PJ (2015) Antisense RNA foci in the motor neurons of C9ORF72‐ALS patients are associated with TDP‐43 proteinopathy. Acta Neuropathol 130: 63–75 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Coulon A, Ferguson ML, de Turris V, Palangat M, Chow CC, Larson DR (2014) Kinetic competition during the transcription cycle results in stochastic RNA processing. eLife 3: e03939 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Dennis G, Sherman BT, Hosack DA, Yang J, Gao W, Lane HC, Lempicki RA (2003) DAVID: Database for Annotation, Visualization, and Integrated Discovery. Genome Biol 4: R60 [PubMed] [Google Scholar]
- Donnelly C, Zhang P‐W, Pham J, Haeusler A, Mistry N, Vidensky S, Daley E, Poth E, Hoover B, Fines D et al (2013) RNA toxicity from the ALS/FTD C9ORF72 expansion is mitigated by antisense intervention. Neuron 80: 415–428 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Fay MM, Anderson PJ, Ivanov P (2017) ALS/FTD‐Associated C9ORF72 repeat RNA promotes phase transitions in vitro and in cells. Cell Rep 21: 3573–3584 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Flores BN, Li X, Malik AM, Martinez J, Beg AA, Barmada SJ (2019) An intramolecular salt bridge linking TDP43 RNA binding, protein stability, and TDP43‐dependent neurodegeneration. Cell Rep 27: 1133–1150 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Fukuhara T, Hosoya T, Shimizu S, Sumi K, Oshiro T, Yoshinaka Y, Suzuki M, Yamamoto N, Herzenberg LA, Herzenberg LA et al (2006) Utilization of host SR protein kinases and RNA‐splicing machinery during viral replication. Proc Natl Acad Sci USA 103: 11329–11333 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Gammons MV, Fedorov O, Ivison D, Du C, Clark T, Hopkins C, Hagiwara M, Dick AD, Cox R, Harper SJ et al (2013) Topical antiangiogenic SRPK1 inhibitors reduce choroidal neovascularization in rodent models of exudative AMD. Invest Ophthalmol Vis Sci 54: 6052–6062 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Gendron TF, Bieniek KF, Zhang Y‐J, Jansen‐West K, Ash PEA, Caulfield T, Daughrity L, Dunmore JH, Castanedes‐Casey M, Chew J et al (2013) Antisense transcripts of the expanded C9ORF72 hexanucleotide repeat form nuclear RNA foci and undergo repeat‐associated non‐ATG translation in c9FTD/ALS. Acta Neuropathol 126: 829–844 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Glineburg MR, Todd PK, Charlet‐Berguerand N, Sellier C (2018) Repeat‐associated non‐AUG (RAN) translation and other molecular mechanisms in Fragile X Tremor Ataxia Syndrome. Brain Res 1693: 43–54 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Glineburg MR, Zhang Y, Krans A, Tank EM, Barmada SJ, Todd PK (2021) Enhanced detection of expanded repeat mRNA foci with hybridization chain reaction. Acta Neuropathol Commun 9: 73 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Gonçalves V, Henriques AFA, Henriques A, Pereira JFS, Pereira J, Neves Costa A, Moyer MP, Moita LF, Gama‐Carvalho M, Matos P et al (2014) Phosphorylation of SRSF1 by SRPK1 regulates alternative splicing of tumor‐related Rac1b in colorectal cells. RNA 20: 474–482 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Greco CM, Berman RF, Martin RM, Tassone F, Schwartz PH, Chang A, Trapp BD, Iwahashi C, Brunberg J, Grigsby J et al (2006) Neuropathology of fragile X‐associated tremor/ataxia syndrome (FXTAS). Brain 129: 243–255 [DOI] [PubMed] [Google Scholar]
- Greco CM, Hagerman RJ, Tassone F, Chudley AE, Del Bigio MR, Jacquemont S, Leehey M, Hagerman PJ (2002) Neuronal intranuclear inclusions in a new cerebellar tremor/ataxia syndrome among fragile X carriers. Brain 125: 1760–1771 [DOI] [PubMed] [Google Scholar]
- Green KM, Glineburg MR, Kearse MG, Flores BN, Linsalata AE, Fedak SJ, Goldstrohm AC, Barmada SJ, Todd PK (2017) RAN translation at C9orf72‐associated repeat expansions is selectively enhanced by the integrated stress response. Nat Commun 8: 2005 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Hagerman RJ, Leehey M, Heinrichs W, Tassone F, Wilson R, Hills J, Grigsby J, Gage B, Hagerman PJ (2001) Intention tremor, Parkinsonism, and generalized brain atrophy in male carriers of fragile X. Neurology 57: 127–130 [DOI] [PubMed] [Google Scholar]
- Hagerman PJ, Hagerman RJ (2015) Fragile X–associated tremor/ataxia syndrome. Ann N Y Acad Sci 1338: 58–70 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Harlen KM, Churchman LS (2017) Subgenic Pol II interactomes identify region‐specific transcription elongation regulators. Mol Syst Biol 13: 900 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Hautbergue GM, Castelli LM, Ferraiuolo L, Sanchez‐Martinez A, Cooper‐Knock J, Higginbottom A, Lin Y‐H, Bauer CS, Dodd JE, Myszczynska MA et al (2017) SRSF1‐dependent nuclear export inhibition of C9ORF72 repeat transcripts prevents neurodegeneration and associated motor deficits. Nat Commun 8: 16063 [DOI] [PMC free article] [PubMed] [Google Scholar]
- He F, Flores BN, Krans A, Frazer M, Natla S, Niraula S, Adefioye O, Barmada SJ, Todd PK (2020) The carboxyl termini of RAN translated GGGGCC nucleotide repeat expansions modulate toxicity in models of ALS/FTD. Acta Neuropathol Commun 8: 122 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Hinnebusch AG (2006) eIF3: a versatile scaffold for translation initiation complexes. Trends Biochem Sci 31: 553–562 [DOI] [PubMed] [Google Scholar]
- Hong Y, Chan CB, Kwon I‐S, Li X, Song M, Lee H‐P, Liu X, Sompol P, Jin P, Lee H‐G et al (2012) SRPK2 phosphorylates tau and mediates the cognitive defects in Alzheimer’s disease. J Neurosci 32: 17262–17272 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Hu S‐I, Katz M, Chin S, Qi X, Cruz J, Ibebunjo C, Zhao S, Chen A, Glass DJ (2012) MNK2 Inhibits eIF4G activation through a pathway involving serine‐arginine–rich protein kinase in skeletal muscle. Sci Signal 5: ra14 [DOI] [PubMed] [Google Scholar]
- Ishiguro T, Sato N, Ueyama M, Fujikake N, Sellier C, Kanegami A, Tokuda E, Zamiri B, Gall‐Duncan T, Mirceta M et al (2017) Regulatory role of RNA chaperone TDP‐43 for RNA misfolding and repeat‐associated translation in SCA31. Neuron 94: 108–124 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Jacquemont S, Hagerman RJ, Leehey M, Grigsby J, Zhang L, Brunberg JA, Greco C, Des Portes V, Jardini T, Levine R et al (2003) Fragile X premutation tremor/ataxia syndrome: molecular, clinical, and neuroimaging correlates. Am J Hum Genet 72: 869–878 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Jacquemont S, Hagerman RJ, Leehey MA, Hall DA, Levine RA, Brunberg JA, Zhang L, Jardini T, Gane LW, Harris SW et al (2004) Penetrance of the fragile X‐associated tremor/ataxia syndrome in a premutation carrier population. JAMA 291: 460–469 [DOI] [PubMed] [Google Scholar]
- Jain A, Vale RD (2017) RNA phase transitions in repeat expansion disorders. Nature 546: 243–247 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Jazurek M, Ciesiolka A, Starega‐Roslan J, Bilinska K, Krzyzosiak WJ (2016) Identifying proteins that bind to specific RNAs ‐ focus on simple repeat expansion diseases. Nucleic Acids Res 44: 9050–9070 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Jeong S (2017) SR proteins: binders, regulators, and connectors of RNA. Mol Cells 40: 1–9 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Jin P, Duan R, Qurashi A, Qin Y, Tian D, Rosser TC, Liu H, Feng Y, Warren ST (2007) Pur α binds to rCGG repeats and modulates repeat‐mediated neurodegeneration in a Drosophila model of Fragile X Tremor/Ataxia Syndrome. Neuron 55: 556–564 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Jovičić A, Mertens J, Boeynaems S, Bogaert E, Chai N, Yamada SB, Paul JW, Sun S, Herdy JR, Bieri G et al (2015) Modifiers of C9orf72 dipeptide repeat toxicity connect nucleocytoplasmic transport defects to FTD/ALS. Nat Neurosci 18: 1226–1229 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Kanadia RN, Johnstone KA, Mankodi A, Lungu C, Thornton CA, Esson D, Timmers AM, Hauswirth WW, Swanson MS (2003) A muscleblind knockout model for myotonic dystrophy. Science 302: 1978–1980 [DOI] [PubMed] [Google Scholar]
- Kanadia RN, Shin J, Yuan Y, Beattie SG, Wheeler TM, Thornton CA, Swanson MS (2006) Reversal of RNA missplicing and myotonia after muscleblind overexpression in a mouse poly(CUG) model for myotonic dystrophy. Proc Natl Acad Sci USA 103: 11748–11753 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Kearse MG, Green KM, Krans A, Rodriguez CM, Linsalata AE, Goldstrohm AC, Todd PK (2016) CGG repeat‐associated non‐AUG translation utilizes a cap‐dependent scanning mechanism of initiation to produce toxic proteins. Mol Cell 62: 314–322 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Krans A, Kearse MG, Todd PK (2016) Repeat‐associated non‐AUG translation from antisense CCG repeats in fragile X tremor/ataxia syndrome. Ann Neurol 80: 871–881 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Krzyzosiak WJ, Sobczak K, Wojciechowska M, Fiszer A, Mykowska A, Kozlowski P (2012) Triplet repeat RNA structure and its role as pathogenic agent and therapeutic target. Nucleic Acids Res 40: 11–26 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Lee Y‐B, Chen H‐J, Peres JN, Gomez‐Deza J, Attig J, Štalekar M, Troakes C, Nishimura A, Scotter E, Vance C et al (2013) Hexanucleotide repeats in ALS/FTD form length‐dependent RNA foci, sequester RNA binding proteins, and are neurotoxic. Cell Rep 5: 1178–1186 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Lee K‐H, Zhang P, Kim HJ, Mitrea DM, Sarkar M, Freibaum BD, Cika J, Coughlin M, Messing J, Molliex A et al (2016) C9orf72 dipeptide repeats impair the assembly, dynamics, and function of membrane‐less organelles. Cell 167: 774–788 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Li Y, Collins M, Geiser R, Bakkar N, Riascos D, Bowser R (2015) RBM45 homo‐oligomerization mediates association with ALS‐linked proteins and stress granules. Sci Rep 5: 14262 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Linsalata AE, He F, Malik AM, Glineburg MR, Green KM, Natla S, Flores BN, Krans A, Archbold HC, Fedak SJ et al (2019) DDX3X and specific initiation factors modulate FMR1 repeat‐associated non‐AUG‐initiated translation. EMBO Rep 20: e47498 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Livak KJ, Schmittgen TD (2001) Analysis of relative gene expression data using real‐time quantitative PCR and the 2(‐Delta Delta C(T)) Method. Methods 25: 402–408 [DOI] [PubMed] [Google Scholar]
- Malik AM, Miguez RA, Li X, Ho Y‐S, Feldman EL, Barmada SJ (2018) Matrin 3‐dependent neurotoxicity is modified by nucleic acid binding and nucleocytoplasmic localization. eLife 7: e35977 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Mankodi A, Logigian E, Callahan L, McClain C, White R, Henderson D, Krym M, Thornton CA (2000) Myotonic dystrophy in transgenic mice expressing an expanded CUG repeat. Science 289: 1769–1773 [DOI] [PubMed] [Google Scholar]
- Matheny T, Treeck BV, Huynh TN, Parker R (2020) RNA partitioning into stress granules is based on the summation of multiple interactions. RNA 27: 174–189 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Mavrou A, Brakspear K, Hamdollah‐Zadeh M, Damodaran G, Babaei‐Jadidi R, Oxley J, Gillatt DA, Ladomery MR, Harper SJ, Bates DO et al (2015) Serine‐arginine protein kinase 1 (SRPK1) inhibition as a potential novel targeted therapeutic strategy in prostate cancer. Oncogene 34: 4311–4319 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Mavrou A, Oltean S (2016) SRPK1 inhibition in prostate cancer: a novel anti‐angiogenic treatment through modulation of VEGF alternative splicing. Pharmacol Res 107: 276–281 [DOI] [PMC free article] [PubMed] [Google Scholar]
- May S, Hornburg D, Schludi MH, Arzberger T, Rentzsch K, Schwenk BM, Grässer FA, Mori K, Kremmer E, Banzhaf‐Strathmann J et al (2014) C9orf72 FTLD/ALS‐associated Gly‐Ala dipeptide repeat proteins cause neuronal toxicity and Unc119 sequestration. Acta Neuropathol 128: 485–503 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Miller JW, Urbinati CR, Teng‐Umnuay P, Stenberg MG, Byrne BJ, Thornton CA, Swanson MS (2000) Recruitment of human muscleblind proteins to (CUG)(n) expansions associated with myotonic dystrophy. EMBO J 19: 4439–4448 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Mizielinska S, Gronke S, Niccoli T, Ridler CE, Clayton EL, Devoy A, Moens T, Norona FE, Woollacott IOC, Pietrzyk J et al (2014) C9orf72 repeat expansions cause neurodegeneration in Drosophila through arginine‐rich proteins. Science 345: 1192–1194 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Mori K, Weng S‐M, Arzberger T, May S, Rentzsch K, Kremmer E, Schmid B, Kretzschmar HA, Cruts M, Van Broeckhoven C et al (2013) The C9orf72 GGGGCC repeat is translated into aggregating dipeptide‐repeat proteins in FTLD/ALS. Science 339: 1335–1338 [DOI] [PubMed] [Google Scholar]
- Nakagawa O, Arnold M, Nakagawa M, Hamada H, Shelton JM, Kusano H, Harris TM, Childs G, Campbell KP, Richardson JA et al (2005) Centronuclear myopathy in mice lacking a novel muscle‐specific protein kinase transcriptionally regulated by MEF2. Genes Dev 19: 2066–2077 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Ong S‐E, Blagoev B, Kratchmarova I, Kristensen DB, Steen H, Pandey A, Mann M (2002) Stable isotope labeling by amino acids in cell culture, SILAC, as a simple and accurate approach to expression proteomics. Mol Cell Proteomics 1: 376–386 [DOI] [PubMed] [Google Scholar]
- Prudencio M, Belzil VV, Batra R, Ross CA, Gendron TF, Pregent LJ, Murray ME, Overstreet KK, Piazza‐Johnston AE, Desaro P et al (2015) Distinct brain transcriptome profiles in C9orf72‐ associated and sporadic ALS. Nat Neurosci 18: 1175–1182 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Rizzotto D, Zaccara S, Rossi A, Galbraith MD, Andrysik Z, Pandey A, Sullivan KD, Quattrone A, Espinosa JM, Dassi E et al (2020) Nutlin‐induced apoptosis is specified by a translation program regulated by PCBP2 and DHX30. Cell Rep 30: 4355–4369 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Rodriguez CM, Wright SE, Kearse MG, Haenfler JM, Flores BN, Liu YU, Ifrim MF, Glineburg MR, Krans A, Jafar‐Nejad P et al (2020) A native function for RAN translation and CGG repeats in regulating fragile X protein synthesis. Nat Neurosci 23: 386–397 [DOI] [PMC free article] [PubMed] [Google Scholar]
- van Roosmalen W, Le Dévédec SE, Golani O, Smid M, Pulyakhina I, Timmermans AM, Look MP, Zi DI, Pont C, de Graauw M et al (2015) Tumor cell migration screen identifies SRPK1 as breast cancer metastasis determinant. J Clin Invest 125: 1648–1664 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Sato N, Amino T, Kobayashi K, Asakawa S, Ishiguro T, Tsunemi T, Takahashi M, Matsuura T, Flanigan KM, Iwasaki S et al (2009) Spinocerebellar ataxia type 31 is associated with ‘inserted’ penta‐nucleotide repeats containing (TGGAA)n. Am J Hum Genet 85: 544–557 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Sellier C, Rau F, Liu Y, Tassone F, Hukema RK, Gattoni R, Schneider A, Richard S, Willemsen R, Elliott DJ et al (2010) Sam68 sequestration and partial loss of function are associated with splicing alterations in FXTAS patients. EMBO J 29: 1248–1261 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Sellier C, Freyermuth F, Tabet R, Tran T, He F, Ruffenach F, Alunni V, Moine H, Thibault C, Page A et al (2013) Sequestration of DROSHA and DGCR8 by expanded CGG RNA repeats alters microRNA processing in fragile X‐associated tremor/ataxia syndrome. Cell Rep 3: 869–880 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Sellier C, Buijsen RAM, He F, Natla S, Jung L, Tropel P, Gaucherot A, Jacobs H, Meziane H, Vincent A et al (2017) Translation of expanded CGG repeats into FMRpolyG is pathogenic and may contribute to fragile X tremor ataxia syndrome. Neuron 93: 331–347 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Sheng J, Zhao Q, Zhao J, Zhang W, Sun YU, Qin P, Lv Y, Bai LU, Yang Q, Chen L et al (2018) SRSF1 modulates PTPMT1 alternative splicing to regulate lung cancer cell radioresistance. EBioMedicine 38: 113–126 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Sofola OA, Jin P, Qin Y, Duan R, Liu H, de Haro M, Nelson DL, Botas J (2007) RNA‐binding proteins hnRNP A2/B1 and CUGBP1 suppress fragile X CGG premutation repeat‐induced neurodegeneration in a Drosophila model of FXTAS. Neuron 55: 565–571 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Sonobe Y, Ghadge G, Masaki K, Sendoel A, Fuchs E, Roos RP (2018) Translation of dipeptide repeat proteins from the C9ORF72 expanded repeat is associated with cellular stress. Neurobiol Dis 116: 155–165 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Soragni E, Petrosyan L, Rinkoski TA, Wieben ED, Baratz KH, Fautsch MP, Gottesfeld JM (2018) Repeat‐associated non‐ATG (RAN) translation in Fuchs’ endothelial corneal dystrophy. Invest Ophthalmol Vis Sci 59: 1888–1896 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Taneja KL, McCurrach M, Schalling M, Housman D, Singer RH (1995) Foci of trinucleotide repeat transcripts in nuclei of myotonic dystrophy cells and tissues. J Cell Biol 128: 995–1002 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Tassone F, Iong KA, Tong T‐H, Lo J, Gane LW, Berry‐Kravis E, Nguyen D, Mu LY, Laffin J, Bailey DB et al (2012) FMR1 CGG allele size and prevalence ascertained through newborn screening in the United States. Genome Med 4: 100 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Todd PK, Oh SY, Krans A, Pandey UB, Di Prospero NA, Min K‐T, Taylor JP, Paulson HL (2010) Histone deacetylases suppress CGG repeat‐induced neurodegeneration via transcriptional silencing in models of fragile X tremor ataxia syndrome. PLoS Genet 6: e1001240 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Todd P, Oh S, Krans A, He F, Sellier C, Frazer M, Renoux A, Chen K‐C, Scaglione K, Basrur V et al (2013) CGG repeat‐associated translation mediates neurodegeneration in fragile X tremor ataxia syndrome. Neuron 78: 440–455 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Van Treeck B, Parker R (2018) Emerging roles for intermolecular RNA‐RNA interactions in RNP assemblies. Cell 174: 791–802 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Wang HY, Lin W, Dyck JA, Yeakley JM, Songyang Z, Cantley LC, Fu XD (1998) SRPK2: a differentially expressed SR protein‐specific kinase involved in mediating the interaction and localization of pre‐mRNA splicing factors in mammalian cells. J Cell Biol 140: 737–750 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Wang ET, Treacy D, Eichinger K, Struck A, Estabrook J, Olafson H, Wang TT, Bhatt K, Westbrook T, Sedehizadeh S et al (2019) Transcriptome alterations in myotonic dystrophy skeletal muscle and heart. Hum Mol Genet 28: 1312–1321 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Wen X, Tan W, Westergard T, Krishnamurthy K, Markandaiah SS, Shi Y, Lin S, Shneider NA, Monaghan J, Pandey UB et al (2014) Antisense proline‐arginine RAN dipeptides linked to C9ORF72‐ALS/FTD form toxic nuclear aggregates that initiate in vitro and in vivo neuronal death. Neuron 84: 1213–1225 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Westergard T, McAvoy K, Russell K, Wen X, Pang Y, Morris B, Pasinelli P, Trotti D, Haeusler A (2019) Repeat‐associated non‐AUG translation in C9orf72‐ALS/FTD is driven by neuronal excitation and stress. EMBO Mol Med 11: e9423 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Yamada SB, Gendron TF, Niccoli T, Genuth NR, Grosely R, Shi Y, Glaria I, Kramer NJ, Nakayama L, Fang S et al (2019) RPS25 is required for efficient RAN translation of C9orf72 and other neurodegenerative disease‐associated nucleotide repeats. Nat Neurosci 22: 1383–1388 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Yan X, Hoek TA, Vale RD, Tanenbaum ME (2016) Dynamics of translation of single mRNA molecules in vivo . Cell 165: 976–989 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Zhang Y‐J, Gendron TF, Ebbert MTW, O’Raw AD, Yue M, Jansen‐West K, Zhang XU, Prudencio M, Chew J, Cook CN et al (2018) Poly(GR) impairs protein translation and stress granule dynamics in C9orf72‐associated frontotemporal dementia and amyotrophic lateral sclerosis. Nat Med 24: 1136–1142 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Zhang Y‐J, Guo L, Gonzales PK, Gendron TF, Wu Y, Jansen‐West K, O’Raw AD, Pickles SR, Prudencio M, Carlomagno Y et al (2019) Heterochromatin anomalies and double‐stranded RNA accumulation underlie C9orf72 poly(PR) toxicity. Science 363: eaav2606 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Zhou Z, Fu X‐D (2013) Regulation of splicing by SR proteins and SR protein‐specific kinases. Chromosoma 122: 191–207 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Zu T, Gibbens B, Doty NS, Gomes‐Pereira M, Huguet A, Stone MD, Margolis J, Peterson M, Markowski TW, Ingram MAC et al (2011) Non‐ATG‐initiated translation directed by microsatellite expansions. Proc Natl Acad Sci USA 108: 260–265 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Zu T, Liu Y, Banez‐Coronel M, Reid T, Pletnikova O, Lewis J, Miller TM, Harms MB, Falchook AE, Subramony SH et al (2013) RAN proteins and RNA foci from antisense transcripts in C9ORF72 ALS and frontotemporal dementia. Proc Natl Acad Sci USA 110: E4968–E4977 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Zu T, Cleary JD, Liu Y, Bañez‐Coronel M, Bubenik JL, Ayhan F, Ashizawa T, Xia G, Clark HB, Yachnis AT et al (2017) RAN translation regulated by muscleblind proteins in myotonic dystrophy type 2. Neuron 95: 1292–1305 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Zuker M (2003) Mfold web server for nucleic acid folding and hybridization prediction. Nucleic Acids Res 31: 3406–3415 [DOI] [PMC free article] [PubMed] [Google Scholar]