Abstract
Splicing defects caused by mutations in the consensus sequences at the borders of introns and exons are common in human diseases. Such defects frequently result in a complete loss of function of the protein in question. Therapy approaches based on antisense oligonucleotides for specific gene mutations have been developed in the past, but they are very expensive and require invasive, life-long administration. Thus, modulation of splicing by means of small molecules is of great interest for the therapy of genetic diseases resulting from splice-site mutations. Using minigene approaches and patient cells, we here show that methylxanthine derivatives and the food-derived flavonoid luteolin are able to enhance the correct splicing of the AGA mRNA with a splice-site mutation c.128-2A>G in aspartylglucosaminuria, and result in increased AGA enzyme activity in patient cells. Furthermore, we also show that one of the most common disease causing TPP1 gene variants in classic late infantile neuronal ceroid lipofuscinosis may also be amenable to splicing modulation using similar substances. Therefore, our data suggest that splice-modulation with small molecules may be a valid therapy option for lysosomal storage disorders.
Keywords: RNA splicing, splice-modulators, xanthines, luteolin, caffeine, splicing defects, genetic diseases
1. Introduction
Aspartylglucosaminuria (AGU, OMIM 208400) is a rare lysosomal storage disorder that is caused by a deficiency of the aspartylglucosaminidase (AGA; N4-(β-N-acetylglucosaminyl)-L-asparaginase, EC 3.5.1.26) enzyme. AGU manifests mainly as a progressive loss of mental capabilities and increasing physical deterioration. For a recent review on AGU disease pathogenesis, the readers are encouraged to consult [1,2]. The highest number of AGU patients is found in Finland, where almost all AGU patients are homo- or heterozygous for the AGA gene variant known as AGUFIN-major. However, patients of non-Finnish origin usually exhibit their own family-specific variants that may be compound heterozygous, or homozygous in the case of consanguinity. The spectrum of disease-causing AGA gene variants is wide, ranging from deletions and insertions to missense and nonsense point mutations [3].
Currently, an approved therapy for AGU is not available, despite research efforts that have been dedicated to preclinical studies. Optimally, a therapy for AGU should be available for as many patients as possible. Due to the fact that the AGUFIN-major variant is found in almost all Finnish AGU patients, it represents an attractive target for therapy approaches. We have focused our previous efforts on repurposing of small molecules for the treatment of AGU. We recently showed that the AGUFIN-major disease variant with the amino acid substitutions Arg161Gln and Cys163Ser is amenable to therapy with a pharmacological chaperone, tri-methyl-glycine (betaine, trade name Cystadane) [4], and a clinical trial with this substance is currently running in Finland [5]. However, not all AGU disease variants, including some of the missense variants, are treatable with this substance, as its effect is based on correction of the protein folding of the mutated enzyme [4]. Therefore, further therapy options are required for patients that do not exhibit the AGUFIN-major missense variant, or have, e.g., nonsense variants. We recently described a potential read-through therapy with Amlexanox for an AGU patient with a compound heterozygous nonsense variant [6]. In addition, we are involved in developing a gene therapy for AGU [7].
Among the most difficult-to-treat gene variants in terms of small molecule therapy are those that result in splicing defects. About 9–15% of all known human disease-causing variants affect the consensus splice-sites [8,9]. Most of the previous therapy approaches that target disease-causing splicing variants are based on antisense oligonucleotides (ASOs) that mask splicing sites and produce alternatively spliced protein variants that may be only partially functional. In Duchenne muscular dystrophy (DMD) that is caused by mutations in the gene encoding for the dystrophin protein, pathogenic gene variants are often found in exon 51, and an ASO that causes skipping of the mutated exon and results in a partly functional dystrophin protein has produced clinical improvements in DMD patients [10,11,12,13]. Similarly, Nusinersen (Spinraza) is a therapeutic oligonucleotide used in spinal muscular atrophy (SMA) to induce alternative splicing of the SMN2 (survival motor neuron 2) gene, a paralog of SMN1 that is deficient in SMA. Nusinersen treatment results in inclusion of an additional exon and expression of an alternative isoform of SMN2 protein that can partially compensate for the loss of function of SMN1 [14,15]. Very recently, splicing modifying ASOs were also described for the CLN3 (ceroid-lipofuscinosis, neuronal 3) gene that is deficient in the juvenile form of neuronal ceroid lipofuscinosis (JNCL) [16]. Most JNCL patients exhibit a genomic deletion that encompasses exons 7 and 8 of the CLN3 gene. The splice-modulating ASOs target exon 5 that is also excluded, resulting in a partially functional, truncated CLN3 protein due to correction of the frame-shift produced by exon 7 and 8 exclusion. In another NCL disease, an antisense splice-modulator known as Milasen for the CLN7 gene was developed for a single patient exhibiting an intronic retrotransposon [17]. A novel exon is thus included in the mRNA, producing a frame-shifted protein variant. Milasen masks the aberrant splice-site in the retrotransposon and thus corrects the splicing [17]. These examples show that ASOs have significant potential for the treatment of genetic diseases involving splice variants with additional splice-sites that can be masked by the ASOs. However, they are extremely expensive to develop and to use, and they require a life-long, invasive administration of the therapeutic ASO. Furthermore, ASOs are of limited use for splice variants that result from a loss of a splice-site.
Due to the above reasons, modulation or correction of splicing using small molecules that are orally available would be a great advantage in the treatment of diseases that result from aberrant splicing. Very recently, small, orally available molecules, such as Risdiplam, Branaplam and TEC-1 that are capable of altering SMA2 splicing in a similar manner as Nusinersen, have been described and are currently tested in clinical trials [18,19,20,21]. The first encouraging results suggest that Risdiplam shows clinical efficacy in infants with type 1 SMA. Encouragingly, in humans, it does not seem to exhibit toxic effects on the retina that were observed in animal studies [18,22]. As compared to Risdiplam, TEC-1 appears to show a higher specificity towards SMA2, with less effect on the splicing of secondary splice targets such as forkhead box protein M1 (FOXM1), huntingtin (HTT) and galactosylceramidase (GALC), which may be an advantage over Risdiplam in clinical use, resulting in less potential side effects [20].
In many genetic diseases, splice consensus site mutations are frequent, whereas only few splice-site variants have been detected in AGU. Here, we describe a female AGU patient with a homozygous point mutation in the 3′ splice-acceptor site of intron 1, at the border of exon 2. We show that the splicing defect associated with this gene variant can be ameliorated with natural substances that enhance splicing. Furthermore, these substances are also capable of improving the splicing of a common TPP1 gene variant that is associated with another lysosomal storage disorder. Thus, our data suggest that splicing enhancement using small molecules may be a potential treatment for lysosomal storage disorders associated with disease-causing splice variants.
2. Materials and Methods
2.1. Cell Culture
HEK293T (human embryonic kidney) cells were cultured in Dulbecco’s modified Eagle’s medium (DMEM) with high glucose, 10% fetal calf serum (FCS), 1% penicillin/streptomycin (all from Gibco, Thermo Fisher Scientific, Schwerte, Germany). AGA knockout HEK293T cells without endogenous AGA expression were created by CRISPR/Cas9 and have been described before [23]. Primary skin fibroblasts carrying the homozygous intronic mutation c.128-2A>G in the AGA gene were obtained from a 7-year-old female Australian patient of Indian heritage at Murdoch Children’s Research Institute (Melbourne, Victoria, Australia) and have been described before [6]. The parents provided a signed informed consent for the biopsy, fibroblasts culture, storage, enzymatic and molecular analyses, and the procedures were approved by the Murdoch Children’s Research Institute (Melbourne, Victoria, Australia). Immortalized, hTERT-transformed normal human skin fibroblasts were used as control [4]. All fibroblasts were cultured in DMEM (high glucose), 10% FCS, 1% penicillin/streptomycin, 1% non-essential amino acids and 1% sodium pyruvate. All cells were grown at 8% CO2 and 37 °C.
2.2. Minigene Constructs and Transfection
The AGA-minigene-pcDNA3 and AGA-minigene-Fluc-pcDNA3 constructs contain approximately 2900 bp of PCR-amplified AGA genomic sequence spanning exons 1–3 with the mutation c.128-2A>G, either containing the firefly luciferase coding sequence at the 3′ end or without luciferase. The TPP1-minigene-pcDNA3 constructs with or without luciferase contain approximately 800 bp of TPP1 genomic sequence spanning exons 5–7 with the mutation c.509-1G>C. The firefly luciferase coding sequence (Fluc) was PCR amplified from pGL3-basic (Promega, Walldorf, Germany; GenBank number U47295) without the ATG start codon and was cloned in-frame 3′ of the AGA exon 3 or TPP1 exon 7, respectively. All constructs were verified by DNA sequencing (Seqlab, Göttingen, Germany). Primer sequences for cloning are shown in Table 1.
Table 1.
Primer Name | Primer Sequence 5′ to 3’ |
---|---|
AGA-Minigene fwd HindIII | CTATAAAGCTTAGGGACGCCTGAGCGAACCC |
AGA-Minigene rev XhoI | CTATACTCGAGCTGACTCTCCTACTAAAAGTGTGT |
TPP-IVS-Minigene fwd BamHI | CTAGGATCCATGCAAGCAGAGCTGCTGCTCCCTG |
TPP-IVS-Minigene rev XhoI | CTATACTCGAGCAGGGCTACTGTAGACCCAGGTG |
Luciferase fwd XhoI | CTATACTCGAGAAGACGCCAAAAACATAAAGAAAGG |
Luciferase rev XbaI | CTATATCTAGATTACACGGCGATCTTTCCGCC |
For transient transfections, cells were seeded onto 12-well plates on the day before transfection. For transfections, 400 ng of expression plasmid DNA and 50 ng of pRL-TK Renilla luciferase control reporter vector (Promega, Walldorf, Germany) were transfected using MACSfectin™ (Miltenyi Biotec, Bergisch Gladbach, Germany) according to the manufacturer’s protocol. Fibroblasts were transfected with Neon Transfection System (Invitrogen, Karlsruhe, Germany). The following day, the cells were transferred onto 24-well plates, treated with specific substances and harvested after 24 h of treatment in lysis juice for firefly and renilla luciferase assay (PJK GmbH, Kleinblittersdorf, Germany). Determination of firefly and renilla luciferase activity was performed with a Tecan infinite M200 plate reader using 20 µL of lysate and 85 µL of beetle or renilla juice (PJK) as reagents. Relative luciferase activity was calculated by dividing the firefly luciferase activity by the renilla luciferase activity.
2.3. Treatment of Patient Fibroblasts with Recombinant AGA or Splicing Modulating Compounds
Fibroblasts were seeded into 6-well plates and treated with the following compounds: Caffeine, theophylline, theobromine, pentoxifylline, doxofylline (1–7.5 mM, solvent H2O; TCI, Eschborn, Germany), luteolin (10–50 µM, solvent DMSO; Biozol, Eching, Germany) or kinetin (10–100 µM, solvent DMSO; TCI, Eschborn, Germany) for 24 h (RNA) or 48 h (protein lysate). Recombinant Strep-tagged AGA was purified from cell culture medium of HEK293T cells overexpressing AGA as described in Banning et al. 2016 [4]. Quantification of purified proteins was done densitometrically in SDS-PAGE with BSA as reference. Cells were harvested in lysis buffer (50 mM Tris pH 7.4, 150 mM NaCl, 2 mM EDTA, 1% NP-40), supplemented with protease inhibitor cocktail (Sigma-Aldrich, Taufkirchen, Germany). Protein concentrations in the lysates were determined according to the Bradford method.
2.4. Antibodies
Mouse monoclonal antibodies against firefly luciferase (sc-74548) and U2AF65 (sc-53942) were from Santa Cruz Biotechnology (Heidelberg, Germany). A mouse monoclonal antibody against GAPDH and rabbit monoclonal antibodies against SF3B1 (ab170854) and SRSF2 (SC35, ab204916) were purchased from Abcam (Cambridge, UK). A mouse monoclonal antibody against Streptag II was from Novagen® (Sigma-Aldrich, Taufkirchen, Germany).
2.5. Enzyme Activity Measurements
In most experiments, AGA activity was measured fluorometrically as described [4]. Reaction mixtures contained 10–20 µL cell lysate or lysis buffer only for a blank and 20 µL of Asp-AMC [L-Aspartic acid β-(7-amido-4-methylcoumarin)], 50 µM in McIlvain’s phosphate-citrate buffer pH 6.5. The samples were incubated for 24 h at 37 °C, after which the reaction was stopped by addition of 200 µL McIlvain’s buffer pH 4.5. Triplicate samples were measured with a Tecan infinite M200 plate reader (355 nm excitation and 450 nm emission). AGA activity in samples that had been treated with luteolin were measured photometrically with the Morgan–Elson-assay using 2-acetamido-1-ß-(L-aspartamido)-1,2-dideoxy-ß-D-glucose (AADG, Santa Cruz Biotechnology) as substrate, because of the fluorescence quenching properties of luteolin. In short, 12.5 µL of cell lysate were mixed with 100 nmol AADG, 3.35 µL 0.5 M KH2PO4, pH 8 and 0.9% NaCl to reach a total volume of 25 µL. Samples were incubated at 37 °C for 24 h. Reactions were stopped by adding 53.5 µL of 0.8 M borate buffer pH 9.1 and boiling for 5 min at 100 °C. Five volumes of 4-(Dimethylamino)benzaldehyde (DMAB) reagent (10 mg DMAB/mL glacial acetic acid) were added and samples incubated for 20 min at 37 °C until a purple colour was visible. The liberated N-acetylglucosamine was measured at 585 nm. N-acetylglucosamine (25–1000 µM) was used as standard.
2.6. Quantitative Real-Time PCR, Standard PCR and Sequencing of PCR Products
For qPCRs, total RNA was isolated with peqGOLD TriFast™ (VWR, Darmstadt, Germany) and a DNAse step was included. Total RNA (1–3 µg) were reverse transcribed with 150 fmol oligo(dT) primers and M-MuLV reverse transcriptase (NEB, Frankfurt, Germany) in a total volume of 45 µL. Real-time quantitative PCRs were performed using the CFX Connect Real-Time PCR Detection System (Bio-Rad, Munich, Germany). Annealing temperature was 60 °C for all primers. The reactions were done as duplicates with 0.8 µL cDNA in a total volume of 10 µL using iTaqTM Universal SYBR Green Supermix (Bio-Rad, Munich, Germany). PCR products were quantified with the ∆Ct-method. For normalization, the mean of the reference genes B2M, Rpl13a, Ywhaz and TBP was used. PCRs to confirm the correct fusion of AGA exons 1 and 2 were carried out the same way, but with Q5 polymerase (New England Biolabs, Frankfurt, Germany) instead of the SYBR Green Supermix. PCR samples were run on agarose gels, and the resulting bands were gel-purified and sequenced (Seqlab, Göttingen, Germany). The primer sequences are shown in Table 2.
Table 2.
Primer Name | Primer Sequence 5′ to 3′ |
---|---|
B2M-fwd | AGATGAGTATGCCTGCCGTGTG |
B2M-rev | TGCGGCATCTTCAAACCTCCA |
Rpl13a-fwd | CCTGGAGGAGAAGAGGAAAGAGA |
Rpl13a-rev | TTGAGGACCTCTGTGTATTTGTCAA |
Ywhaz-fwd | AGGTTGCCGCTGGTGATGAC |
Ywhaz-rev | GGCCAGACCCAGTCTGATAGGA |
TBP-fwd | GACTATTGGTGTTCTGAATAGGC |
TBP-rev | GGAATCCCTATCTTTAGTCCAAT |
AGA exon2 fwd | CGGCTCTGTAGGCTTTGGAGGA |
AGA exon2 rev | GCCTCCAGATGCTAATGCCCTC |
AGA exon3 rev | CCAGTACTTTCCGTGCCACACC |
AGA exon 7/8 fwd | ATGGCCGTGTAGGAGACTCACC |
AGA exon 8/9 rev | ACAGCTTGGTAGCTTGGCAGGA |
TPP1 exon 6/7 fwd | CTGTGCCCAGTTCCTGGAGC |
pCDNA3-rev | GGCAACTAGAAGGCACAGTC |
T7 fwd | TAATACGACTCACTATAGGG |
2.7. Immunofluorescence
Cells were seeded on glass coverslips and cultured for at least 2 days. For staining of acidic cell compartments, the cells were incubated with 2.5 µM Lysotracker-Red (Invitrogen) in cell culture medium for 30 min. All cells were fixed in 4% paraformaldehyde for 10 min at room temperature, washed and embedded in ROTI®Mount FluorCare DAPI (Carl Roth, Karlsruhe, Germany). The samples were analyzed with a Zeiss LSM710 Confocal Laser Scanning Microscope (Carl Zeiss, Oberkochen, Germany).
2.8. SRSF1 and SRSF2 Overexpression
The coding sequences of the splice factors arginine rich splicing factors 1 and 2 (SRSF1 and SRSF2) were PCR amplified from HEK293T cDNA and cloned by XbaI and BamHI digestion into pEXPR-IBA103 (IBA, Göttingen, Germany) with a C-terminal Twin-Strep-tag. The primer sequences were: SRSF1-XbaI fwd: 5′- CTATATCTAGAATGTCGGGAGGTGGTGTGATTC-3′, SRSF1-nonstop-BamHI rev: 5′- CTATAGGATCCTGTACGAGAGCGAGATCTGCTA-3′ SRSF2-XbaI fwd: 5′- CTATATCTAGAATGAGCTACGGCCGCCCCCCTC-3′, SRSF2-nonstop-BamHI rev: 5′-CTATAGGATCCAGAGGACACCGCTCCTTCCTCTTC-3′. All constructs were verified by DNA sequencing (Seqlab, Göttingen, Germany). Transient transfections were performed as described above. 200 ng of expression plasmid DNA and 200 ng of the AGA minigene construct were cotransfected. For reporter gene assays, this was done together with 50 ng of pRL-TK Renilla luciferase control reporter vector (Promega, Walldorf, Germany). All further steps were as described in Section 2.2.
2.9. Statistical Analysis
All experiments were performed at least three times. Data are expressed as mean ± SD. Statistical comparisons between groups were made using Student’s t-tests, one-way or two-way ANOVA (Analysis of Variance), as appropriate, using the GraphPad Prism 5 software (San Diego, CA, USA). Values of p < 0.05 were considered significant (*) while values of p < 0.01 were considered very significant (**) and p < 0.001 extremely significant (***).
3. Results
3.1. An AGU Patient with a Homozygous Splice Acceptor Site Mutation
A seven-year-old female of Indian origin with a developmental delay was presented at Murdoch Children’s Research Institute (Melbourne, Victoria, Australia) [6]. Metabolic analysis of the urine showed a substantial increase of glycoasparagines (mainly aspartylglucosamine), suggesting AGU as the underlying disease. Sequence analysis of the AGA gene revealed a homozygous point mutation at the 3′-splice-acceptor site of the intron 1 (c.128-2A>G, sequencing data in Supplementary Figure S1). The consensus splice motif AG at the end of the intron 1 is exchanged into GG. Therefore, it can be predicted that exon 2 is spliced out together with introns 1 and 2, resulting in a frame-shift and an early translation termination (Figure 1). This variant can be classified as a potentially harmful one, but it has not been reported in an AGU patient before. The parents of the patient are not aware of being related with each other, suggesting a non-consanguineous origin of the mutated alleles.
A skin biopsy of the patient was performed, and fibroblast cultures were established for further analysis. The fibroblasts have been described in a previous study of ours [6]. The AGA enzyme activity in the fibroblasts cultures was 8.3% (SD 6.3%) of control fibroblasts (Figure 2a), consistent with AGU. Lysotracker staining of the fibroblasts revealed an enlarged lysosomal compartment, typical of lysosomal storage disorders (Figure 2b). Treatment of the patient fibroblasts with recombinant, purified AGA [4] resulted in normalization of the AGA enzyme activity (Figure 2c). A qRT-PCR with primer pairs for AGA exons 2 and 3 or 7 and 8 showed a reduction of the AGA mRNA in the patient cells (Figure 2d). However, while the primer pair for exons 7 and 8 suggested a reduction to 39.0% of the mRNA level in control fibroblasts, the reduction observed with the primer pair for exons 2 and 3 was more pronounced (down to 9.4% of the control), suggesting that a splicing defect of exons 2 and/or 3 might be present.
Since the above data are suggestive of a splicing defect, we characterized the AGA splicing variants in the patient cells. The AGA open reading frame was PCR-amplified from a cDNA as described in [4], cloned into a plasmid vector, and six cDNA clones were sequenced (Figure 3). The WT sequence and the resulting protein translation are shown in Figure 3a. The most abundant (four out of six clones analyzed) AGA splicing isoform in the patient cells exhibits an exclusion of the exon 2 (Figure 3b), as expected due to the mutation in the acceptor splice-site preceding exon 2. In addition, single clones that contained either a deletion of exons 2 and 3 (Figure 3c) or exons 2 and 6 (Figure 3d) were also detected. Clones with out-of-frame deletions of exon 2 or exons 2+6 result in an early STOP codon and a predicted highly truncated protein. However, a deletion of exons 2 and 3 results in normalization of the reading frame from exon 4 onwards, and the predicted protein would exhibit a deletion of 89 amino acids in the N-terminal half of the α subunit, but otherwise a normal amino acid sequence.
3.2. A Luciferase Minigene Assay for Testing Substances That Affect AGA Splicing
Numerous natural substances exhibit potential as splicing enhancers due to their capability to enhance mRNA stability or to affect splicing directly (for review, see [24]). For testing such substances, we developed a minigene assay that is based on a DNA construct containing AGA exons 1, 2 and 3, together with the introns 1 and 2, followed by the firefly luciferase coding sequence (Figure 4). This construct contains the splice acceptor site mutation -2A>G in intron 1. If exon 2 is spliced out, altered reading frame in exon 3 produces an early STOP codon and prevents the expression of luciferase. However, if all three exons are correctly spliced, the luciferase ORF is translated in-frame as a fusion protein with the AGA protein sequence coded by exons 1–3. Thus, the effect of a treatment of cells with substances that enhance splicing can be measured using luciferase activity, measured as emission of visible light.
3.3. Xanthine Derivatives Enhance the Correct Splicing of the Mutated AGA mRNA
Natural substances that are derived from xanthine, such as caffeine and theophylline, have been shown to stabilisz mRNAs and to exhibit splicing enhancer activity [25]. Using the AGA minigene assay, we tested the capability of five xanthine derivatives to dose dependently enhance the splicing of the AGA minigene containing the splice variant (Figure 5). Four different concentrations of the substances (1 mM to 7.5 mM) were tested in our AGA knockout HEK293T cell line [23] transfected with the AGA minigene construct. The cells were treated with the substances for 24 h, lysed, and the firefly and renilla luciferase activities were measured. Caffeine (1,3,7-trimethylxanthine) treatment resulted in a dose dependent, significant (at 5 mM and 7.5 mM) increase in the luciferase activity as compared to untreated cells (Figure 5a). Similarly, 7.5 mM theophylline (1,3-dimethylxanthine), doxofylline (7-(1,3-dioxolan-2-ylmethyl)-1,3-dimethylpurine-2,6-dione) and pentoxifylline (3,7-dimethyl-1-(5-oxohexyl) xanthine) also significantly increased luciferase activity (Figure 5b–d), whereas theobromine (3,7-dimethylxanthine) resulted in non-significant changes (Figure 5e). Figure 5f shows a direct comparison of the substances at 7.5 mM, with caffeine showing the highest increase, but also the largest variation. Figure 5g shows a Western Blot for the AGA-luciferase fusion protein expression in cells treated with the 7.5 mM compounds.
To verify that the treatment of the cells resulted in inclusion of exons 2 and 3 at the mRNA level, a second minigene construct without the luciferase coding sequence was cloned in the pCDNA3 vector (Figure 6a). AGA knockout HEK293T cells were transfected with this construct and treated with the above substances. RNA was isolated from the cells, reverse transcribed to cDNA, and a qRT-PCR with a fwd primer residing in exon 2 and a reverse primer in the plasmid vector (3′-untranslated region of the resulting RNA) was performed. Thus, amplification of a PCR product of 271 bp is only observed when both exons 2 and 3 are present in the mRNA. Examples of the quality control data for the qPCR primers used for the minigene constructs are shown in Supplementary Figures S2 and S3. Figure 6b shows that 7.5 mM caffeine resulted in a significant, almost 20-fold increase in the correctly spliced product. Pentoxifylline and theophylline also significantly increased the correct splicing up to about 5 to 10-fold, whereas doxofylline and theobromine did not produce significant changes in the splicing. This assay also showed a good dose dependency (Figure 6c), and there was a good correlation (R2 = 0.95) between the mRNA and luciferase-based minigene assays (Figure 6d). To verify not only the presence of exon 2, but also its correct in-frame fusion to exon 1, a second type of PCR was performed with a T7 fwd vector primer (recognizing the 5′UTR of the minigene transcript) and a reverse primer located in exon 2. Supplementary Figure S4 shows the sequencing data for the dominant amplified product, demonstrating the correct fusion of exons 1 and 2.
Since the genetic background can have a substantial effect on splicing, we also tested the minigene splicing assays in the AGU patient fibroblasts that were transfected with the AGA-luciferase minigene constructs and then treated with 7.5 mM xanthine derivatives as above (Figure 7). As with the HEK293T cells, caffeine and theophylline showed a significant, dose dependent increase in the luciferase readout (Figure 7a–c), and pentoxifylline also significantly increased the luciferase activity at 7.5 mM, whereas theobromine and doxofylline failed to do so (Figure 7a).
The above data pointed to caffeine as the most efficient splicing enhancer for the patient variant studied here. We thus tested the effect of the above substances on splicing and AGA enzyme activity in patient fibroblasts (Figure 8). Caffeine treatment resulted in significant increase of the AGA enzyme activity up to 23.4% of the control fibroblast activity (Figure 8a), whereas all other substances failed to increase the AGA activity to a significant degree (Figure 8b). Consistent with the enzyme activity data, the endogenous AGA mRNA splicing products that contain exons 2 and 3 were significantly increased to a level that corresponds to the untreated control fibroblasts, albeit with a high SD (Figure 8c). Interestingly, caffeine treatment also resulted in an increase in the AGA mRNA in control fibroblasts, which is consistent with the general mRNA stabilizing effect of caffeine.
3.4. Plant-Derived Bioactive Compounds Enhance the Splicing of the AGA mRNA
While caffeine treatment looked quite promising according to our data above, we tested further natural substances that may enhance splicing, since caffeine may be a suboptimal substance for the treatment of pediatric patients. Luteolin (3’,4’,5,7-tetrahydroxyflavone) is a plant-derived flavonoid that has been shown to enhance splicing at some non-canonical, mutated splice-acceptor sites in a fibronectin-1 mini-gene assay, but the study did not extend the findings to an effect on full-length protein function [26]. Kinetin (6-furfuryl-adenine) is a member of the cytokinin plant hormone family, and it has been shown to enhance the splicing in the IKBKAP gene carrying a splice-donor site mutation [27,28].
We tested the effect of luteolin and kinetin on the splicing of the AGA mRNA with the c.128-2A>G variant. AGA knockout HEK 293T cells were transfected with the AGA-luciferase minigene, treated with 10–100 µM kinetin or 10–50 µM luteolin, and the luciferase activity was measured in cell lysates (Figure 9a). Treatment with 100 µM kinetin resulted in a significant (about two-fold) increase in luciferase activity, whereas the lower concentrations showed only minor effects. In contrast, all luteolin concentrations resulted in a significant increase in luciferase activity, with 25 µM luteolin being the most efficient concentration (about 5 to 6 fold increase). Consistently, a strong luciferase expression in Western blot was only observed in luteolin treated lysates (Figure 9b). In contrast, the qPCR-based minigene assay showed that both luteolin and kinetin increased the amount of AGA mRNA products containing exon 2 (Figure 9c).
When the patient fibroblasts were treated with luteolin or kinetin, the endogenous AGA mRNA with exon 2 was significantly increased by luteolin (about 2.5 fold), whereas kinetin treatment showed no significant increase (Figure 10a). Due to these encouraging data with luteolin, the AGA activity was measured in patient fibroblasts treated with 25 µM luteolin (Figure 10b). Since luteolin acts as a quencher in our standard fluorescence-based AGA activity measurement ([29] and our own observations), we used a colorimetric activity assay [30] that is less sensitive but not subject to quenching by luteolin. Indeed, luteolin treatment resulted in a significant increase in the AGA activity in the patient fibroblasts but not in the control fibroblasts (Figure 10b).
The mechanisms of action of caffeine and luteolin on splicing are not identical, and a combination therapy with both substances might facilitate the use of lower concentrations of especially caffeine in the patient. Thus, control and patient fibroblasts were treated with 25 µM luteolin, 2.5 mM caffeine, or a combination thereof. Indeed, combination treatment with both substances resulted in a substantially higher AGA activity than either luteolin or caffeine alone, whereas no changes were observed in the control fibroblasts (Figure 10c). The correct splicing of exon 1–exon 2 junction upon luteolin treatment was verified by sequencing (Supplementary Figure S5).
3.5. Xanthine Derivatives and Luteolin Correct the Splicing of a Common cLINCL/TPP1 Variant
Splice-site mutations are relatively rare in AGU, whereas in some other lysosomal disorders, they represent the most frequent disease-causing variants found in patients. Classic late neuronal ceroid lipofuscinosis (cLINCL), also known as CLN2 disease, is caused by mutations in the TPP1 gene that encodes the soluble lysosomal enzyme tripeptidyl peptidase 1 (TPP1). One of the most common disease-causing variants in cLINCL is a splice-acceptor site mutation c.509-1G>C that is present in 27% of the reported patient alleles [31]. In this variant, the splice-acceptor consensus sequence at the 3′ end of intron 5 has been abolished, thus potentially resulting in the exclusion of exon 6 upon splicing of the TPP1 pre-RNA (Figure 11a). Loss of exon 6 produces a frameshift and early termination of translation after 99 amino acids encoded by exon 7.
In view of the encouraging data obtained with our AGU splice-site variant, we constructed a TPP1 luciferase minigene that contains exons 5–7 together with the introns 5 and 6 (Figure 11a) and the firefly luciferase coding region. Different from our AGA minigene, we did not include TPP1 exon 1 due to size restrictions, but an ATG start codon was added in front of exon 5. The splice-site variant -1G>C was introduced at the end of intron 5. Upon exclusion of exon 6, which is the predicted alteration due to the splice-site mutation, no luciferase activity is observed due to the frameshift and premature stop codon. Other altered splicing products are possible, but they would not result in a luciferase signal. If the splicing can be corrected, and exon 6 is included, luciferase activity can be measured (Figure 11a).
Significant increase of luciferase signal was detected with 7.5 mM caffeine, theophylline, pentoxifylline, and with 25 µM luteolin (Figure 11b). Luciferase expression was verified by Western blot (Figure 11c) and was in accordance with the activity readouts from Figure 11b.
Analogously to our approach with the AGA splicing assay, we also constructed a TPP1 minigene without luciferase to demonstrate the presence of exon 6 and correction of splicing upon treatment with caffeine, theophylline, pentoxifylline, luteolin and kinetin by qRT-PCR (Figure 12a). In accordance with the luciferase assay, significantly increased inclusion of exon 6 was observed after caffeine, theophylline, pentoxifylline, and luteolin treatment, whereas kinetin did not increase exon 6 inclusion (Figure 12b). Examples of the quality control data for the qPCR experiments are provided in Supplementary Figure S6, and the sequence of the amplicon, showing the correct joining of exons 6 and 7, is shown in Supplementary Figure S7.
3.6. Role of Splicing Factors in the Splicing of the Mutant AGA Gene
The members of the serine and arginine rich splicing factor (SRSF) family are important components of the splicing machinery. Splicing factors of the SRSF protein family, such as SRSF2 (also called SC35), bind to exonic splicing enhancers (ESE) and are able to modulate splicing by regulation of the spliceosome assembly (for review, see [32,33]). Therefore, we tested if overexpression of Strep-tagged SRSF1 and SRSF2 could improve the splicing of the AGA-luciferase minigene (Figure 13a). HEK293T cells were transfected with the respective expression plasmids, treated with caffeine (2.5 mM or 7.5 mM), luteolin (25 µM), or a combination thereof (Figure 13a, verification of the expression of SRSF proteins in Supplementary Figure S8). While the treatment with the substances resulted in an increased luciferase activity, indicating enhanced correct splicing, SRSF overexpression did not enhance the splicing further. Interestingly, overexpression of SRSF2 caused a lower luciferase activity in treated cells, indicating an inhibitory effect (Figure 13a). Furthermore, overexpression of SRSF1 appeared to enhance cryptic splicing of intron 1 upon luteolin treatment, since 23 nucleotides from the 3′ end of intron 1 were frequently found in the sequenced minigene splicing product (Supplementary Figure S8).
Caffeine has been shown to increase the expression of SRSF2 in cancer cells and to alter the splicing of cancer-related proteins [34,35,36]. Therefore, we tested if treatment with caffeine and/or luteolin would increase the expression of splicing factors in patient fibroblasts. In addition to SRSF2, two splicing factors that have been suggested to directly bind luteolin and apigenin were studied [37]. SF3B1 (splicing factor 3b subunit 1) and U2AF65 (splicing factor U2AF 65 kDa subunit) are components of the SF3b complex that binds the pre-mRNA 5′ of the intron branching site, together with SF3a. Since double transfection experiments in patient fibroblasts are not feasible due to the low transfection efficiency, we analyzed the expression of endogenous proteins (Figure 13b). Treatment of patient fibroblasts did not result in any consistent changes in the expression of SRSF2, SF3B1, or U2AF65, although in some experiments, the expression of SRSF2 appeared to be reduced by caffeine (Figure 13b).
4. Discussion
In this manuscript, we have dissected the effect of several compounds on the splicing of pre-mRNAs that carry splice-acceptor site mutations. The tested compounds have been shown to have a beneficial effect on either mRNA stability and/or pre-mRNA splicing. We here show that some derivatives of xanthine, especially caffeine, and the plant-derived flavonoid luteolin are able to significantly correct the splicing of AGA pre-mRNA mutated at position -2 preceding exon 2 in a minigene splicing assay. In addition, caffeine and luteolin significantly increased the amount of correctly spliced AGA mRNA and AGA enzyme activity in patient fibroblasts homozygous for the said gene defect. Importantly, our data also show that the splicing of the TPP1 gene deficient in another lysosomal storage disorder, cLINCL, can be improved in a minigene assay using the same substances. Thus, our findings suggest that these substances may be relevant for the therapy of diseases that result from splice-acceptor site mutations.
Regulation of mRNA splicing has attracted substantial attention in recent years due to its relevance for numerous human diseases, including cancer and many genetic disorders (for a recent review, please see [38]). Alternative splicing of genes is a very common process, and a vast majority of human pre-mRNAs have been suggested to be subjected to alternative splicing [39]. Changes in alternative splicing due to genetic mutations in the splice-sites are the underlying cause in about 15% of genetic diseases [9]. In some diseases such as cLINCL, splice-site mutations may even be among the most common disease-causing gene variants. Therefore, therapy approaches that aim at correcting the splicing defect may in some cases be beneficial for a large fraction of patients. For example, the cLINCL variant analyzed in this study is present in 27% of patient alleles [31], making splicing therapy an attractive option in this disease.
Our AGU patient is homozygous for a novel gene variant that has so far not been reported in further AGU patients. However, the parents originate from the same geographical region in India, but they were not found to be related with each other. Therefore, although AGU has been assumed to be extremely rare outside of Finland, this may imply that the gene variant found in our patient may be more common in this specific region in India, suggesting a founder effect, similarly to the AGUFin-major variant in Finland. Therefore, it might be possible to identify further AGU patients in this region in India.
Our data show that caffeine and luteolin, or a combination thereof, would be the most promising therapy option for the AGU splice variant described in our study. In addition, theophylline and pentoxifylline also produced significant results in the AGA minigene assay. The effect of these substances on splicing and mRNA stability has been demonstrated before in numerous studies. Below, we briefly summarize the current literature to these substances as splice modulators and discuss their potential use as therapeutic agents for splicing defects.
Among many other effects (e.g., cell cycle regulation, neuroactive effects, adenosine receptor modulation, phosphodiesterase inhibition), caffeine has been shown to interfere with gene expression by either changing the expression of splicing enhancers and/or by stabilizing mRNAs containing nonsense-codons (for a review, see [40]). Caffeine induces the expression of SRSF2 and downregulates the expression of SRSF3, and it was shown to regulate alternative splicing of the tumor suppressors p53 and Kruppel like factor 6 (KLF6) in cancer cells [34,35,36]. However, we did not observe any significant and consistent changes in the expression of the splicing factors SRSF2, SF3B1 and U2AF65 in our patient fibroblasts treated with luteolin and/or caffeine. This may be due to different effects of these substances in primary cells (our study) vs. cancer cells that react with a loss of viability to substances like luteolin [37]. While the exact mechanism how luteolin and caffeine enhance the splicing of mutated splice-sites could not be dissected in our study, merely increasing the expression of splice regulatory proteins such as SRSF1 and SRSF2 seems not to be sufficient. In fact, overexpression of SRSF1 even increased cryptic splicing from an intronic site, resulting in an inclusion of extra nucleotides in the mRNA. Therefore, further studies will be required to dissect the mechanism of action of luteolin and caffeine at the molecular level.
Caffeine can attenuate nonsense-mediated decay (NMD) by inhibiting the kinase SMG1 (nonsense mediated mRNA decay associated, PI3K related kinase), which is responsible for the phosphorylation and activation of the RNA helicase and ATPase UPF1 (Up-frameshift 1), a main component of the classical NMD [41]. In cell culture studies, caffeine has been shown to improve the read-through capacity of Ataluren and aminoglycosides [42,43]. In some epidemiological studies, caffeine exhibited moderate neuroprotective effects in neurodegenerative diseases such as Alzheimer’s and Parkinson’s disease (for a review, see [44]).
Due to its bronchodilatating properties, theophylline has been used for many years to treat airway diseases such as COPD (chronic obstructive pulmonary disease) and asthma, but it has been increasingly replaced by other medications that provide a better therapeutic window and less side effects [45,46]. Similar to caffeine, also theophylline was shown to interfere with the expression of SRSF2, SRSF3 and alternative splicing of p53 and KLF6 [36,47]. Theophylline may also exert its effects on gene expression by means of activation of histone deacetylases (HDACs) [48]. However, due to its pronounced effects on the heart, kidney and lung function as well as gastrointestinal effects [49], theophylline may not be particularly suitable at least for a long-term therapy in pediatric patients, although our data suggested that it may be capable of ameliorating the splicing defects addressed in the present study.
Doxofylline is a synthetic methylxanthine that contains a dioxalane group. It also shows bronchodilatating properties, but has a better tolerability and an improved therapeutic window as compared to theophylline. Unlike other xanthines, doxofylline lacks affinity for adenosine receptors and does not produce stimulant effects, which might improve its suitability as a therapeutic agent (for review, see [45]). However, there are no reports so far on an involvement of doxofylline in splicing regulation. Doxofylline also failed to exert any significant effects on splicing of the AGA and TPP1 minigenes in our study.
While pentoxifylline showed some promise especially in enhancing TPP1 splicing in our minigene assay, it is currently not clear if it would be suitable for a long-term therapy in pediatric patients, due to its potential side effect profile. Pentoxifylline is a xanthine derivative that exhibits, e.g., anti-fibrotic and anti-inflammatory properties, and it is used to improve blood flow in human diseases due to its vasodilatative effects [50,51]. Similar to caffeine and theophylline, pentoxifylline has been suggested to be able to increase the expression of SRSF2 [36]. It was also suggested that caffeine exerts its effect on SRSF2 expression by downregulating micro-RNAs that normally repress SRSF2 expression. Enhanced SRSF2 translation then affects the splicing and stability of SRSF2 mRNA, further increasing its own expression [36]. However, our data show that the splice-enhancing effects observed in our study are not due to enhanced expression of splicing factors, and further mechanisms are likely to exist.
Luteolin and kinetin are plant-derived substances that have been shown to affect gene splicing albeit only in mini-gene assays, and no effect on functional restoration of the encoded protein, particularly in cellular environment, has been shown. Interestingly, these compounds appear to have distinct potential in enhancing splicing at mutated splice-sites. Kinetin has been suggested to be effective in enhancing the splicing of mutated splice-donor sites [27,28,52,53], whereas luteolin has been shown to improve splicing of some weak splice-acceptor sites in mini-gene assays [37,54]. Consistent with these findings, kinetin did not show a systematic positive effect on the splicing of the AGA and TPP1 variants analyzed in our study.
In the present study, luteolin, especially in combination with a low dose of caffeine, significantly increased correct splicing of AGA mRNA and also increased AGA activity in AGU patient cells homozygous for the c.128-2A>G AGA gene variant, demonstrating that functional restoration of the protein can be achieved with luteolin. Luteolin is a plant-derived bioactive flavonoid with multiple biological effects in cell culture studies, such as anti-inflammatory, anti-allergic and anti-carcinogenic effects [55,56,57,58]. As a naturally occurring flavonoid, luteolin is a normal ingredient of human diet. High levels are typically found in celery, sweet bell peppers, carrots, broccoli, thyme, rosemary, oregano and parsley [59].
High uptake of luteolin has been shown to be associated with health benefits such as lower risk of acute myocardial infarction and ovarian cancer [60,61]. However, a direct demonstration of the benefits of luteolin in diseases such as cancer would still need to be addressed in clinical studies with defined amounts of luteolin. Luteolin has been tested in clinical studies involving pediatric patients with autism spectrum disease [62,63]. Oral application of capsules containing luteolin and quercetin, another flavonoid, was shown to be effective in reducing aberrant behavior and in increasing adaptive functioning in pediatric patients with autism spectrum disorder, and no major adverse effects, except for temporary irritability, were observed [62]. However, these studies have not directly connected the positive effects of luteolin with altered splicing. On the other hand, luteolin and the related compound apigenin have been shown to enhance splicing at non-canonical, weak splice acceptor sites in a fibronectin-1 minigene assay [26] and to alter the splicing patterns of some genes [37,54]. Luteolin was identified in a screen for molecules that correct splicing at mutated splice acceptor sites, particularly when the acceptor site is -1G->T, but the study did no show whether it had any effect on the fibronectin-1 protein function, and no effect was also shown in an in vivo cell environment on the amount or function of the protein [26]. Therefore, our data here suggest for the first time that luteolin and possibly also other flavonoids may exhibit potential as splice modulators that can be used for therapy of diseases resulting from gene variants that affect splicing.
5. Conclusions
Modulation and correction of splicing by small molecules such as flavonoids is a highly interesting therapy option. Some studies have shown that flavonoids and other substances can modulate splicing of a large number of genes and may even induce apoptosis [37,54]. However, most of the studies addressing small molecules as splicing modulators have been performed in cancer cells, and food-derived compounds, including flavonoids, show potential for the treatment of cancers (reviewed in [24]). While apoptosis induction and general impairment of splicing has been observed with apigenin and luteolin in cancer cells, non-tumorigenic cells show much weaker effects on splicing in general and on cell viability [37]. In view of the prior knowledge, we were pleased to observe that in the present study, we did not detect any major effects on cell viability in our primary patient fibroblasts treated with luteolin. Nevertheless, RNA sequencing studies that address the effect of luteolin and other flavonoids on the cellular transcriptome as a whole should be performed in suitable patient cells, such as iPSC-derived neurons, to minimize any potential aberrant effects of flavonoids and to make sure that they are suitable for a long-term treatment of vulnerable pediatric patients.
The present study was carried out using both minigene approaches (for AGA and TPP1) and patient fibroblasts homozygous for the gene variant in question (for AGA). Due to the promising data obtained in our study, and particularly the encouraging results in the patient cells, we believe this treatment could be useful for correcting splicing defects in a variety of genes, and provides a useful treatment option for diseases involving splice acceptor-site mutations in general. It would be interesting to expand these studies to further cell models, such as neuronal cells or even organoids generated from patient-derived induced pluripotent stem cells (iPSC), where, based on our data, it is reasonable to expect a therapeutic effect with these molecules. Unfortunately, such cell models are currently not available for the AGA gene defect addressed in our study. In addition, further substances that modulate splicing could be identified in a drug screen. On the other hand, luteolin has been shown to be able to cross the blood–brain barrier [64], and it has been used in pediatric patients [62], suggesting that it is safe and, in view of our study, may be suitable for the treatment of neurodegenerative diseases resulting from intronic splice acceptor site mutations in diseases, such as lysosomal storage disorders.
6. Patents
Patent application No. EP 21173645.9 has been filed.
Acknowledgments
We thank Petra Janson and Simone Kegel for their skilled technical assistance. Heidi Peters is warmly acknowledged for acquiring the AGU patient fibroblasts. The graphic abstract of this paper was created using BioRender.com.
Supplementary Materials
The following are available online at https://www.mdpi.com/article/10.3390/cells10112813/s1, Figure S1: Sequencing of the patient genomic DNA, Figure S2: Quality control of AGA minigene quantitative real-time PCR, Figure S3: Agarose gel for quality control of AGA minigene quantitative real-time PCR, Figure S4: Sequencing of the AGA minigene product to confirm correct splicing of exon 1/2 junction of AGA, Figure S5: Sequencing of the PCR product from luteolin-treated patient fibroblasts to confirm the correct splicing of exon 1/2 junction of AGA, Figure S6: Quality control of TPP1 quantitative real-time PCR, Figure S7: Agarose gel for quality control of TPP1 quantitative real-time PCR and sequencing of PCR products, Figure S8: Overexpression of Strep-tagged SRSF1 and SRSF2.
Author Contributions
Conceptualization, A.B. and R.T.; methodology and experimental work, A.B.; original draft preparation, A.B. and R.T.; writing—review and editing, A.B. and R.T.; supervision, A.B. and R.T. All authors have read and agreed to the published version of the manuscript.
Funding
This research received no external funding.
Institutional Review Board Statement
Biobanking of and research on human patient cells was approved by the Ethics Committee of the University of Giessen (Number AZ 144/21).
Informed Consent Statement
Not applicable.
Data Availability Statement
The data presented in this study are available on a reasonable request from the corresponding author. The data are not publicly available due to privacy concerns (single patient).
Conflicts of Interest
The authors declare no conflict of interest.
Footnotes
Publisher’s Note: MDPI stays neutral with regard to jurisdictional claims in published maps and institutional affiliations.
References
- 1.Arvio M., Mononen I. Aspartylglycosaminuria: A review. Orphanet. J. Rare Dis. 2016;11:162. doi: 10.1186/s13023-016-0544-6. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 2.Goodspeed K., Feng C., Laine M., Lund T.C. Aspartylglucosaminuria: Clinical Presentation and Potential Therapies. J. Child Neurol. 2021;36:403–414. doi: 10.1177/0883073820980904. [DOI] [PubMed] [Google Scholar]
- 3.Saarela J., Laine M., Oinonen C., von Schantz C., Jalanko A., Rouvinen J., Peltonen L. Molecular pathogenesis of a disease: Structural consequences of aspartylglucosaminuria mutations. Hum. Mol. Genet. 2001;10:983–995. doi: 10.1093/hmg/10.9.983. [DOI] [PubMed] [Google Scholar]
- 4.Banning A., Gulec C., Rouvinen J., Gray S.J., Tikkanen R. Identification of Small Molecule Compounds for Pharmacological Chaperone Therapy of Aspartylglucosaminuria. Sci. Rep. 2016;6:37583. doi: 10.1038/srep37583. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 5.EU Clinical Trials Register. [(accessed on 9 October 2020)]. Available online: https://www.clinicaltrialsregister.eu/ctr-search/trial/2017-000645-48/FI.
- 6.Banning A., Schiff M., Tikkanen R. Amlexanox provides a potential therapy for nonsense mutations in the lysosomal storage disorder Aspartylglucosaminuria. Biochim. Biophys. Acta Mol. Basis Dis. 2018;1864:668–675. doi: 10.1016/j.bbadis.2017.12.014. [DOI] [PubMed] [Google Scholar]
- 7.Chen X., Snanoudj-Verber S., Pollard L., Hu Y., Cathey S.S., Tikkanen R., Gray S.J. Pre-clinical Gene Therapy with AAV9/AGA in Aspartylglucosaminuria Mice Provides Evidence for Clinical Translation. Mol. Ther. 2021;29:989–1000. doi: 10.1016/j.ymthe.2020.11.012. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 8.Human Gene Mutation Database. [(accessed on 29 September 2020)]. Available online: http://www.hgmd.cf.ac.uk/ac/index.php.
- 9.Baralle D., Lucassen A., Buratti E. Missed threads. The impact of pre-mRNA splicing defects on clinical practice. EMBO Rep. 2009;10:810–816. doi: 10.1038/embor.2009.170. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 10.Aartsma-Rus A., Fokkema I., Verschuuren J., Ginjaar I., van Deutekom J., van Ommen G.J., den Dunnen J.T. Theoretic applicability of antisense-mediated exon skipping for Duchenne muscular dystrophy mutations. Hum. Mutat. 2009;30:293–299. doi: 10.1002/humu.20918. [DOI] [PubMed] [Google Scholar]
- 11.Cirak S., Arechavala-Gomeza V., Guglieri M., Feng L., Torelli S., Anthony K., Abbs S., Garralda M.E., Bourke J., Wells D.J., et al. Exon skipping and dystrophin restoration in patients with Duchenne muscular dystrophy after systemic phosphorodiamidate morpholino oligomer treatment: An open-label, phase 2, dose-escalation study. Lancet. 2011;378:595–605. doi: 10.1016/S0140-6736(11)60756-3. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 12.Goemans N.M., Tulinius M., van den Akker J.T., Burm B.E., Ekhart P.F., Heuvelmans N., Holling T., Janson A.A., Platenburg G.J., Sipkens J.A., et al. Systemic administration of PRO051 in Duchenne’s muscular dystrophy. N. Engl. J. Med. 2011;364:1513–1522. doi: 10.1056/NEJMoa1011367. [DOI] [PubMed] [Google Scholar]
- 13.van Deutekom J.C., Janson A.A., Ginjaar I.B., Frankhuizen W.S., Aartsma-Rus A., Bremmer-Bout M., den Dunnen J.T., Koop K., van der Kooi A.J., Goemans N.M., et al. Local dystrophin restoration with antisense oligonucleotide PRO051. N. Engl. J. Med. 2007;357:2677–2686. doi: 10.1056/NEJMoa073108. [DOI] [PubMed] [Google Scholar]
- 14.Adams L. Motor neuron disease: Nusinersen potentially effective in SMA. Nat. Rev. Neurol. 2017;13:66. doi: 10.1038/nrneurol.2016.199. [DOI] [PubMed] [Google Scholar]
- 15.Passini M.A., Bu J., Richards A.M., Kinnecom C., Sardi S.P., Stanek L.M., Hua Y., Rigo F., Matson J., Hung G., et al. Antisense oligonucleotides delivered to the mouse CNS ameliorate symptoms of severe spinal muscular atrophy. Sci. Transl. Med. 2011;3:72ra18. doi: 10.1126/scitranslmed.3001777. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 16.Centa J.L., Jodelka F.M., Hinrich A.J., Johnson T.B., Ochaba J., Jackson M., Duelli D.M., Weimer J.M., Rigo F., Hastings M.L. Therapeutic efficacy of antisense oligonucleotides in mouse models of CLN3 Batten disease. Nat. Med. 2020;26:1444–1451. doi: 10.1038/s41591-020-0986-1. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 17.Kim J., Hu C., Moufawad El Achkar C., Black L.E., Douville J., Larson A., Pendergast M.K., Goldkind S.F., Lee E.A., Kuniholm A., et al. Patient-Customized Oligonucleotide Therapy for a Rare Genetic Disease. N. Engl. J. Med. 2019;381:1644–1652. doi: 10.1056/NEJMoa1813279. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 18.Baranello G., Darras B.T., Day J.W., Deconinck N., Klein A., Masson R., Mercuri E., Rose K., El-Khairi M., Gerber M., et al. Risdiplam in Type 1 Spinal Muscular Atrophy. N. Engl. J. Med. 2021;384:915–923. doi: 10.1056/NEJMoa2009965. [DOI] [PubMed] [Google Scholar]
- 19.Ratni H., Ebeling M., Baird J., Bendels S., Bylund J., Chen K.S., Denk N., Feng Z., Green L., Guerard M., et al. Discovery of Risdiplam, a Selective Survival of Motor Neuron-2 (SMN2) Gene Splicing Modifier for the Treatment of Spinal Muscular Atrophy (SMA) J. Med. Chem. 2018;61:6501–6517. doi: 10.1021/acs.jmedchem.8b00741. [DOI] [PubMed] [Google Scholar]
- 20.Ando S., Suzuki S., Okubo S., Ohuchi K., Takahashi K., Nakamura S., Shimazawa M., Fuji K., Hara H. Discovery of a CNS penetrant small molecule SMN2 splicing modulator with improved tolerability for spinal muscular atrophy. Sci. Rep. 2020;10:17472. doi: 10.1038/s41598-020-74346-9. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 21.Palacino J., Swalley S.E., Song C., Cheung A.K., Shu L., Zhang X., Van Hoosear M., Shin Y., Chin D.N., Keller C.G., et al. SMN2 splice modulators enhance U1-pre-mRNA association and rescue SMA mice. Nat. Chem. Biol. 2015;11:511–517. doi: 10.1038/nchembio.1837. [DOI] [PubMed] [Google Scholar]
- 22.Sergott R.C., Amorelli G.M., Baranello G., Barreau E., Beres S., Kane S., Mercuri E., Orazi L., SantaMaria M., Tremolada G., et al. Risdiplam treatment has not led to retinal toxicity in patients with spinal muscular atrophy. Ann. Clin. Transl. Neurol. 2021;8:54–65. doi: 10.1002/acn3.51239. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 23.Kapahnke M., Banning A., Tikkanen R. Random Splicing of Several Exons Caused by a Single Base Change in the Target Exon of CRISPR/Cas9 Mediated Gene Knockout. Cells. 2016;5:45. doi: 10.3390/cells5040045. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 24.Fujita K.I., Ishizuka T., Mitsukawa M., Kurata M., Masuda S. Regulating Divergent Transcriptomes through mRNA Splicing and Its Modulation Using Various Small Compounds. Int. J. Mol. Sci. 2020;21:2026. doi: 10.3390/ijms21062026. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 25.Keeling K.M., Wang D., Dai Y., Murugesan S., Chenna B., Clark J., Belakhov V., Kandasamy J., Velu S.E., Baasov T., et al. Attenuation of nonsense-mediated mRNA decay enhances in vivo nonsense suppression. PLoS ONE. 2013;8:e60478. doi: 10.1371/journal.pone.0060478. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 26.Chiba M., Ariga H., Maita H. A Splicing Reporter Tuned to Non-AG Acceptor Sites Reveals that Luteolin Enhances the Recognition of Non-canonical Acceptor Sites. Chem. Biol. Drug Des. 2016;87:275–282. doi: 10.1111/cbdd.12656. [DOI] [PubMed] [Google Scholar]
- 27.Hims M.M., Ibrahim E.C., Leyne M., Mull J., Liu L., Lazaro C., Shetty R.S., Gill S., Gusella J.F., Reed R., et al. Therapeutic potential and mechanism of kinetin as a treatment for the human splicing disease familial dysautonomia. J. Mol. Med. 2007;85:149–161. doi: 10.1007/s00109-006-0137-2. [DOI] [PubMed] [Google Scholar]
- 28.Slaugenhaupt S.A., Mull J., Leyne M., Cuajungco M.P., Gill S.P., Hims M.M., Quintero F., Axelrod F.B., Gusella J.F. Rescue of a human mRNA splicing defect by the plant cytokinin kinetin. Hum. Mol. Genet. 2004;13:429–436. doi: 10.1093/hmg/ddh046. [DOI] [PubMed] [Google Scholar]
- 29.Schoefer L., Braune A., Blaut M. A fluorescence quenching test for the detection of flavonoid transformation. FEMS Microbiol. Lett. 2001;204:277–280. doi: 10.1111/j.1574-6968.2001.tb10897.x. [DOI] [PubMed] [Google Scholar]
- 30.Tikkanen R., Enomaa N., Riikonen A., Ikonen E., Peltonen L. Intracellular sorting of aspartylglucosaminidase: The role of N-linked oligosaccharides and evidence of Man-6-P-independent lysosomal targeting. DNA Cell Biol. 1995;14:305–312. doi: 10.1089/dna.1995.14.305. [DOI] [PubMed] [Google Scholar]
- 31.Gardner E., Bailey M., Schulz A., Aristorena M., Miller N., Mole S.E. Mutation update: Review of TPP1 gene variants associated with neuronal ceroid lipofuscinosis CLN2 disease. Hum. Mutat. 2019;40:1924–1938. doi: 10.1002/humu.23860. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 32.Howard J.M., Sanford J.R. The RNAissance family: SR proteins as multifaceted regulators of gene expression. Wiley Interdiscip. Rev. RNA. 2015;6:93–110. doi: 10.1002/wrna.1260. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 33.Jeong S. SR Proteins: Binders, Regulators, and Connectors of RNA. Mol. Cells. 2017;40:1–9. doi: 10.14348/molcells.2017.2319. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 34.Lu G.Y., Huang S.M., Liu S.T., Liu P.Y., Chou W.Y., Lin W.S. Caffeine induces tumor cytotoxicity via the regulation of alternative splicing in subsets of cancer-associated genes. Int. J. Biochem. Cell Biol. 2014;47:83–92. doi: 10.1016/j.biocel.2013.12.004. [DOI] [PubMed] [Google Scholar]
- 35.Shi J., Hu Z., Pabon K., Scotto K.W. Caffeine regulates alternative splicing in a subset of cancer-associated genes: A role for SC35. Mol. Cell Biol. 2008;28:883–895. doi: 10.1128/MCB.01345-07. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 36.Shi J., Pabon K., Scotto K.W. Methylxanthines Increase Expression of the Splicing Factor SRSF2 by Regulating Multiple Post-transcriptional Mechanisms. J. Biol. Chem. 2015;290:14986–15003. doi: 10.1074/jbc.M114.624254. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 37.Kurata M., Fujiwara N., Fujita K.I., Yamanaka Y., Seno S., Kobayashi H., Miyamae Y., Takahashi N., Shibuya Y., Masuda S. Food-Derived Compounds Apigenin and Luteolin Modulate mRNA Splicing of Introns with Weak Splice Sites. iScience. 2019;22:336–352. doi: 10.1016/j.isci.2019.11.033. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 38.Kitamura K., Nimura K. Regulation of RNA Splicing: Aberrant Splicing Regulation and Therapeutic Targets in Cancer. Cells. 2021;10:923. doi: 10.3390/cells10040923. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 39.Lee Y., Rio D.C. Mechanisms and Regulation of Alternative Pre-mRNA Splicing. Annu. Rev. Biochem. 2015;84:291–323. doi: 10.1146/annurev-biochem-060614-034316. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 40.Bode A.M., Dong Z. The enigmatic effects of caffeine in cell cycle and cancer. Cancer Lett. 2007;247:26–39. doi: 10.1016/j.canlet.2006.03.032. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 41.Yamashita A., Ohnishi T., Kashima I., Taya Y., Ohno S. Human SMG-1, a novel phosphatidylinositol 3-kinase-related protein kinase, associates with components of the mRNA surveillance complex and is involved in the regulation of nonsense-mediated mRNA decay. Genes Dev. 2001;15:2215–2228. doi: 10.1101/gad.913001. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 42.Harada N., Hatakeyama A., Okuyama M., Miyatake Y., Nakagawa T., Kuroda M., Masumoto S., Tsutsumi R., Nakaya Y., Sakaue H. Readthrough of ACTN3 577X nonsense mutation produces full-length alpha-actinin-3 protein. Biochem. Biophys. Res. Commun. 2018;502:422–428. doi: 10.1016/j.bbrc.2018.05.193. [DOI] [PubMed] [Google Scholar]
- 43.Lentini L., Melfi R., Cancemi P., Pibiri I., Di Leonardo A. Caffeine boosts Ataluren’s readthrough activity. Heliyon. 2019;5:e01963. doi: 10.1016/j.heliyon.2019.e01963. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 44.Kolahdouzan M., Hamadeh M.J. The neuroprotective effects of caffeine in neurodegenerative diseases. CNS Neurosci. Ther. 2017;23:272–290. doi: 10.1111/cns.12684. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 45.Matera M.G., Page C., Cazzola M. Doxofylline is not just another theophylline! Int. J. Chron. Obstr. Pulmon. Dis. 2017;12:3487–3493. doi: 10.2147/COPD.S150887. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 46.Barnes P.J. Theophylline. Am. J. Respir. Crit. Care Med. 2013;188:901–906. doi: 10.1164/rccm.201302-0388PP. [DOI] [PubMed] [Google Scholar]
- 47.Chang Y.L., Hsu Y.J., Chen Y., Wang Y.W., Huang S.M. Theophylline exhibits anti-cancer activity via suppressing SRSF3 in cervical and breast cancer cell lines. Oncotarget. 2017;8:101461–101474. doi: 10.18632/oncotarget.21464. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 48.Ito K., Lim S., Caramori G., Cosio B., Chung K.F., Adcock I.M., Barnes P.J. A molecular mechanism of action of theophylline: Induction of histone deacetylase activity to decrease inflammatory gene expression. Proc. Natl. Acad. Sci. USA. 2002;99:8921–8926. doi: 10.1073/pnas.132556899. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 49.Barnes P.J. Theophylline: New perspectives for an old drug. Am. J. Respir. Crit. Care Med. 2003;167:813–818. doi: 10.1164/rccm.200210-1142PP. [DOI] [PubMed] [Google Scholar]
- 50.Annamaraju P., Baradhi K.M. Pentoxifylline. StatPearls; Treasure Island, FL, USA: 2020. [Google Scholar]
- 51.Brie D., Sahebkar A., Penson P.E., Dinca M., Ursoniu S., Serban M.C., Zanchetti A., Howard G., Ahmed A., Aronow W.S., et al. Effects of pentoxifylline on inflammatory markers and blood pressure: A systematic review and meta-analysis of randomized controlled trials. J. Hypertens. 2016;34:2318–2329. doi: 10.1097/HJH.0000000000001086. [DOI] [PubMed] [Google Scholar]
- 52.Salani M., Urbina F., Brenner A., Morini E., Shetty R., Gallagher C.S., Law E.A., Sunshine S., Finneran D.J., Johnson G., et al. Development of a Screening Platform to Identify Small Molecules That Modify ELP1 Pre-mRNA Splicing in Familial Dysautonomia. SLAS Discov. 2019;24:57–67. doi: 10.1177/2472555218792264. [DOI] [PubMed] [Google Scholar]
- 53.Axelrod F.B., Liebes L., Gold-Von Simson G., Mendoza S., Mull J., Leyne M., Norcliffe-Kaufmann L., Kaufmann H., Slaugenhaupt S.A. Kinetin improves IKBKAP mRNA splicing in patients with familial dysautonomia. Pediatr. Res. 2011;70:480–483. doi: 10.1203/PDR.0b013e31822e1825. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 54.Arango D., Morohashi K., Yilmaz A., Kuramochi K., Parihar A., Brahimaj B., Grotewold E., Doseff A.I. Molecular basis for the action of a dietary flavonoid revealed by the comprehensive identification of apigenin human targets. Proc. Natl. Acad. Sci. USA. 2013;110:E2153–E2162. doi: 10.1073/pnas.1303726110. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 55.Nabavi S.F., Braidy N., Gortzi O., Sobarzo-Sanchez E., Daglia M., Skalicka-Wozniak K., Nabavi S.M. Luteolin as an anti-inflammatory and neuroprotective agent: A brief review. Brain Res. Bull. 2015;119:1–11. doi: 10.1016/j.brainresbull.2015.09.002. [DOI] [PubMed] [Google Scholar]
- 56.Kwon K., Kwon Y.S., Kim S.W., Yu K., Lee K.H., Kwon O.Y. Luteolin-induced apoptosis through activation of endoplasmic reticulum stress sensors in pheochromocytoma cells. Mol. Med. Rep. 2017;16:380–386. doi: 10.3892/mmr.2017.6582. [DOI] [PubMed] [Google Scholar]
- 57.Imran M., Rauf A., Abu-Izneid T., Nadeem M., Shariati M.A., Khan I.A., Imran A., Erdogan Orhan I., Rizwan M., Atif M., et al. Corrigendum to “Luteolin, a flavonoid, as an anticancer agent: A review” [Biomed. Pharmacother. 112 (2019) 108612] Biomed. Pharmacother. 2019;116:109084. doi: 10.1016/j.biopha.2019.109084. [DOI] [PubMed] [Google Scholar]
- 58.Kang K.A., Piao M.J., Hyun Y.J., Zhen A.X., Cho S.J., Ahn M.J., Yi J.M., Hyun J.W. Luteolin promotes apoptotic cell death via upregulation of Nrf2 expression by DNA demethylase and the interaction of Nrf2 with p53 in human colon cancer cells. Exp. Mol. Med. 2019;51:1–14. doi: 10.1038/s12276-019-0238-y. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 59.Lopez-Lazaro M. Distribution and biological activities of the flavonoid luteolin. Mini Rev. Med. Chem. 2009;9:31–59. doi: 10.2174/138955709787001712. [DOI] [PubMed] [Google Scholar]
- 60.Gates M.A., Tworoger S.S., Hecht J.L., De Vivo I., Rosner B., Hankinson S.E. A prospective study of dietary flavonoid intake and incidence of epithelial ovarian cancer. Int. J. Cancer. 2007;121:2225–2232. doi: 10.1002/ijc.22790. [DOI] [PubMed] [Google Scholar]
- 61.Marniemi J., Alanen E., Impivaara O., Seppanen R., Hakala P., Rajala T., Ronnemaa T. Dietary and serum vitamins and minerals as predictors of myocardial infarction and stroke in elderly subjects. Nutr. Metab. Cardiovasc. Dis. 2005;15:188–197. doi: 10.1016/j.numecd.2005.01.001. [DOI] [PubMed] [Google Scholar]
- 62.Taliou A., Zintzaras E., Lykouras L., Francis K. An open-label pilot study of a formulation containing the anti-inflammatory flavonoid luteolin and its effects on behavior in children with autism spectrum disorders. Clin. Ther. 2013;35:592–602. doi: 10.1016/j.clinthera.2013.04.006. [DOI] [PubMed] [Google Scholar]
- 63.Theoharides T.C., Asadi S., Panagiotidou S. A case series of a luteolin formulation (NeuroProtek(R)) in children with autism spectrum disorders. Int. J. Immunopathol. Pharmacol. 2012;25:317–323. doi: 10.1177/039463201202500201. [DOI] [PubMed] [Google Scholar]
- 64.Coleta M., Campos M.G., Cotrim M.D., Lima T.C., Cunha A.P. Assessment of luteolin (3′,4′,5,7-tetrahydroxyflavone) neuropharmacological activity. Behav. Brain Res. 2008;189:75–82. doi: 10.1016/j.bbr.2007.12.010. [DOI] [PubMed] [Google Scholar]
Associated Data
This section collects any data citations, data availability statements, or supplementary materials included in this article.
Supplementary Materials
Data Availability Statement
The data presented in this study are available on a reasonable request from the corresponding author. The data are not publicly available due to privacy concerns (single patient).