Sign in to use this feature.

Years

Between: -

Subjects

remove_circle_outline
remove_circle_outline
remove_circle_outline
remove_circle_outline

Journals

Article Types

Countries / Regions

Search Results (39)

Search Parameters:
Keywords = splicing-switching oligonucleotides

Order results
Result details
Results per page
Select all
Export citation of selected articles as:
13 pages, 981 KB  
Review
Isoform-Specific Roles and Therapeutic Targeting of RUNX1 in Hematopoiesis and Leukemogenesis
by Seungjun Kim and Kiwon Lee
Hemato 2025, 6(3), 33; https://doi.org/10.3390/hemato6030033 - 17 Sep 2025
Viewed by 583
Abstract
Runt-related transcription factor 1 (RUNX1) is a key transcription factor in hematopoiesis, producing multiple major isoforms, RUNX1A, B, and C, via alternative promoter usage and splicing. These isoforms have distinct roles in hematopoiesis and leukemogenesis. Imbalances in isoform expression, such as RUNX1A overexpression [...] Read more.
Runt-related transcription factor 1 (RUNX1) is a key transcription factor in hematopoiesis, producing multiple major isoforms, RUNX1A, B, and C, via alternative promoter usage and splicing. These isoforms have distinct roles in hematopoiesis and leukemogenesis. Imbalances in isoform expression, such as RUNX1A overexpression or RUNX1C loss, contribute to leukemogenesis in disorders. RUNX1 isoform expression is regulated by transcriptional, epigenetic, and splicing mechanisms and is further influenced by genome architecture. Pathogenic variants, including truncations and fusion proteins, disrupt isoform homeostasis and transcriptional control for the target genes in hematopoiesis. Recent therapeutic strategies aim to restore isoform balance rather than inhibit RUNX1 globally. Approaches include splice-switching oligonucleotides, CRISPR-based promoter modulation, and enhancer-targeted therapies. Understanding isoform-specific RUNX1 biology offers new opportunities for precision treatment of hematologic malignancies. Full article
(This article belongs to the Section Leukemias)
Show Figures

Figure 1

27 pages, 770 KB  
Review
Alternative Splicing in Tumorigenesis and Cancer Therapy
by Huiping Chen, Jingqun Tang and Juanjuan Xiang
Biomolecules 2025, 15(6), 789; https://doi.org/10.3390/biom15060789 - 29 May 2025
Cited by 3 | Viewed by 2626
Abstract
Alternative splicing (AS) is a pivotal post-transcriptional mechanism that expands the functional diversity of the proteome by enabling a single gene to generate multiple mRNA and protein isoforms. This process, which involves the differential inclusion or exclusion of exons and introns, is tightly [...] Read more.
Alternative splicing (AS) is a pivotal post-transcriptional mechanism that expands the functional diversity of the proteome by enabling a single gene to generate multiple mRNA and protein isoforms. This process, which involves the differential inclusion or exclusion of exons and introns, is tightly regulated by splicing factors (SFs), such as serine/arginine-rich proteins (SRs), heterogeneous nuclear ribonucleoproteins (hnRNPs), and RNA-binding motif (RBM) proteins. These factors recognize specific sequences, including 5′ and 3′ splice sites and branch points, to ensure precise splicing. While AS is essential for normal cellular function, its dysregulation is increasingly implicated in cancer pathogenesis. Aberrant splicing can lead to the production of oncogenic isoforms that promote tumorigenesis, metastasis, and resistance to therapy. Furthermore, such abnormalities can cause the loss of tumor-suppressing activity, thereby contributing to cancer development. Importantly, abnormal AS events can generate neoantigens, which are presented on tumor cell surfaces via major histocompatibility complex (MHC) molecules, suggesting novel targets for cancer immunotherapy. Additionally, splice-switching oligonucleotides (SSOs) have shown promise as therapeutic agents because they modulate splicing patterns to restore normal gene function or induce tumor-suppressive isoforms. This review explores the mechanisms of AS dysregulation in cancer, its role in tumor progression, and its potential as a therapeutic target. We also discuss innovative technologies, such as high-throughput sequencing and computational approaches, that are revolutionizing the study of AS in cancer. Finally, we address the challenges and future prospects of targeting AS for personalized cancer therapies, emphasizing its potential in precision medicine. Full article
(This article belongs to the Section Molecular Genetics)
Show Figures

Figure 1

27 pages, 6756 KB  
Review
Epigenetic Regulation and Therapeutic Targeting of Alternative Splicing Dysregulation in Cancer
by Yan Lei and Maode Lai
Pharmaceuticals 2025, 18(5), 713; https://doi.org/10.3390/ph18050713 - 12 May 2025
Viewed by 1509
Abstract
Alternative splicing enables a single precursor mRNA to generate multiple mRNA isoforms, leading to protein variants with different structures and functions. Abnormal alternative splicing is frequently associated with cancer development and progression. Recent studies have revealed a complex and dynamic interplay between epigenetic [...] Read more.
Alternative splicing enables a single precursor mRNA to generate multiple mRNA isoforms, leading to protein variants with different structures and functions. Abnormal alternative splicing is frequently associated with cancer development and progression. Recent studies have revealed a complex and dynamic interplay between epigenetic modifications and alternative splicing. On the one hand, dysregulated epigenetic changes can alter splicing patterns; on the other hand, splicing events can influence epigenetic landscapes. The reversibility of epigenetic modifications makes epigenetic drugs, both approved and investigational, attractive therapeutic options. This review provides a comprehensive overview of the bidirectional relationship between epigenetic regulation and alternative splicing in cancer. It also highlights emerging therapeutic approaches aimed at correcting splicing abnormalities, with a special focus on drug-based strategies. These include epigenetic inhibitors, antisense oligonucleotides (ASOs), small-molecule compounds, CRISPR–Cas9 genome editing, and the SMaRT (splice-switching molecule) technology. By integrating recent advances in research and therapeutic strategies, this review provides novel insights into the molecular mechanisms of cancer and supports the development of more precise and effective therapies targeting aberrant splicing. Full article
(This article belongs to the Section Pharmacology)
Show Figures

Figure 1

14 pages, 280 KB  
Review
Expansion of Splice-Switching Therapy with Antisense Oligonucleotides
by Yasuhiro Takeshima
Int. J. Mol. Sci. 2025, 26(5), 2270; https://doi.org/10.3390/ijms26052270 - 4 Mar 2025
Cited by 3 | Viewed by 3083
Abstract
Since 2016, splice-switching therapy, in which splicing is controlled by antisense oligonucleotides, has been applied in clinical practice for spinal muscular atrophy and Duchenne muscular dystrophy. In the former disease, this therapy induces exon inclusion, while, in the latter, it induces exon skipping, [...] Read more.
Since 2016, splice-switching therapy, in which splicing is controlled by antisense oligonucleotides, has been applied in clinical practice for spinal muscular atrophy and Duchenne muscular dystrophy. In the former disease, this therapy induces exon inclusion, while, in the latter, it induces exon skipping, leading expression of functional proteins. Basic and clinical studies of splice-switching therapy for many monogenic diseases have now been conducted. The molecular mechanisms of splice-switching therapy include not only the induction of exon inclusion and skipping, but also the induction of pseudoexon skipping and suppression of splicing sites generated by mutations. In addition, therapies that alter protein function by regulating splicing are being investigated not only for monogenic diseases but also for non-monogenic ones such as cancer and immune-related disorders. It is expected that many of these basic studies will be translated into clinical applications. This review describes the current status of basic research and clinical applications of splice-switching therapy to promote the development of treatments for noncurable diseases. Full article
10 pages, 4642 KB  
Article
Rational Design of Chimeric Antisense Oligonucleotides on a Mixed PO–PS Backbone for Splice-Switching Applications
by Bao T. Le, Suxiang Chen and Rakesh N. Veedu
Biomolecules 2024, 14(7), 883; https://doi.org/10.3390/biom14070883 - 22 Jul 2024
Cited by 3 | Viewed by 2563
Abstract
Synthetic antisense oligonucleotides (ASOs) are emerging as an attractive platform to treat various diseases. By specifically binding to a target mRNA transcript through Watson–Crick base pairing, ASOs can alter gene expression in a desirable fashion to either rescue loss of function or downregulate [...] Read more.
Synthetic antisense oligonucleotides (ASOs) are emerging as an attractive platform to treat various diseases. By specifically binding to a target mRNA transcript through Watson–Crick base pairing, ASOs can alter gene expression in a desirable fashion to either rescue loss of function or downregulate pathogenic protein expression. To be clinically relevant, ASOs are generally synthesized using modified analogs to enhance resistance to enzymatic degradation and pharmacokinetic and dynamic properties. Phosphorothioate (PS) belongs to the first generation of modified analogs and has played a vital role in the majority of approved ASO drugs, mainly based on the RNase H mechanism. In contrast to RNase H-dependent ASOs that bind and cleave target mature mRNA, splice-switching oligonucleotides (SSOs) mainly bind and alter precursor mRNA splicing in the cell nucleus. To date, only one approved SSO (Nusinersen) possesses a PS backbone. Typically, the synthesis of PS oligonucleotides generates two types of stereoisomers that could potentially impact the ASO’s pharmaco-properties. This can be limited by introducing the naturally occurring phosphodiester (PO) linkage to the ASO sequence. In this study, towards fine-tuning the current strategy in designing SSOs, we reported the design, synthesis, and evaluation of several stereo-random SSOs on a mixed PO–PS backbone for their binding affinity, biological potency, and nuclease stability. Based on the results, we propose that a combination of PO and PS linkages could represent a promising approach toward limiting undesirable stereoisomers while not largely compromising the efficacy of SSOs. Full article
(This article belongs to the Special Issue RNA Therapeutics)
Show Figures

Figure 1

12 pages, 567 KB  
Review
Preparing for Patient-Customized N-of-1 Antisense Oligonucleotide Therapy to Treat Rare Diseases
by Harry Wilton-Clark, Eric Yan and Toshifumi Yokota
Genes 2024, 15(7), 821; https://doi.org/10.3390/genes15070821 - 21 Jun 2024
Cited by 14 | Viewed by 8390
Abstract
The process of developing therapies to treat rare diseases is fraught with financial, regulatory, and logistical challenges that have limited our ability to build effective treatments. Recently, a novel type of therapy called antisense therapy has shown immense potential for the treatment of [...] Read more.
The process of developing therapies to treat rare diseases is fraught with financial, regulatory, and logistical challenges that have limited our ability to build effective treatments. Recently, a novel type of therapy called antisense therapy has shown immense potential for the treatment of rare diseases, particularly through single-patient N-of-1 trials. Several N-of-1 antisense therapies have been developed recently for rare diseases, including the landmark study of milasen. In response to the success of N-of-1 antisense therapy, the Food and Drug Administration (FDA) has developed unique guidelines specifically for the development of antisense therapy to treat N-of-1 rare diseases. This policy change establishes a strong foundation for future therapy development and addresses some of the major limitations that previously hindered the development of therapies for rare diseases. Full article
Show Figures

Figure 1

19 pages, 2600 KB  
Review
Limb Girdle Muscular Dystrophy Type 2B (LGMD2B): Diagnosis and Therapeutic Possibilities
by Bal Hari Poudel, Sue Fletcher, Steve D. Wilton and May Aung-Htut
Int. J. Mol. Sci. 2024, 25(11), 5572; https://doi.org/10.3390/ijms25115572 - 21 May 2024
Cited by 6 | Viewed by 5873
Abstract
Dysferlin is a large transmembrane protein involved in critical cellular processes including membrane repair and vesicle fusion. Mutations in the dysferlin gene (DYSF) can result in rare forms of muscular dystrophy; Miyoshi myopathy; limb girdle muscular dystrophy type 2B (LGMD2B); and [...] Read more.
Dysferlin is a large transmembrane protein involved in critical cellular processes including membrane repair and vesicle fusion. Mutations in the dysferlin gene (DYSF) can result in rare forms of muscular dystrophy; Miyoshi myopathy; limb girdle muscular dystrophy type 2B (LGMD2B); and distal myopathy. These conditions are collectively known as dysferlinopathies and are caused by more than 600 mutations that have been identified across the DYSF gene to date. In this review, we discuss the key molecular and clinical features of LGMD2B, the causative gene DYSF, and the associated dysferlin protein structure. We also provide an update on current approaches to LGMD2B diagnosis and advances in drug development, including splice switching antisense oligonucleotides. We give a brief update on clinical trials involving adeno-associated viral gene therapy and the current progress on CRISPR/Cas9 mediated therapy for LGMD2B, and then conclude by discussing the prospects of antisense oligomer-based intervention to treat selected mutations causing dysferlinopathies. Full article
Show Figures

Figure 1

20 pages, 3412 KB  
Article
Induction of FoxP3 Pre-mRNA Alternative Splicing to Enhance the Suppressive Activity of Regulatory T Cells from Amyotrophic Lateral Sclerosis Patients
by Dmitry D. Zhdanov, Yulia A. Gladilina, Varvara G. Blinova, Anna A. Abramova, Anastasia N. Shishparenok and Daria D. Eliseeva
Biomedicines 2024, 12(5), 1022; https://doi.org/10.3390/biomedicines12051022 - 7 May 2024
Cited by 2 | Viewed by 2439
Abstract
Forkhead box protein 3 (FoxP3) is a key transcription factor responsible for the development, maturation, and function of regulatory T cells (Tregs). The FoxP3 pre-mRNA is subject to alternative splicing, resulting in the translation of multiple splice variants. We have shown that Tregs [...] Read more.
Forkhead box protein 3 (FoxP3) is a key transcription factor responsible for the development, maturation, and function of regulatory T cells (Tregs). The FoxP3 pre-mRNA is subject to alternative splicing, resulting in the translation of multiple splice variants. We have shown that Tregs from patients with amyotrophic lateral sclerosis (ALS) have reduced expression of full-length (FL) FoxP3, while other truncated splice variants are expressed predominantly. A correlation was observed between the reduced number of Tregs in the peripheral blood of ALS patients, reduced total FoxP3 mRNA, and reduced mRNA of its FL splice variant. Induction of FL FoxP3 was achieved using splice-switching oligonucleotides capable of base pairing with FoxP3 pre-mRNA and selectively modulating the inclusion of exons 2 and 7 in the mature mRNA. Selective expression of FL FoxP3 resulted in the induction of CD127low, CD152, and Helios-positive cells, while the cell markers CD4 and CD25 were not altered. Such Tregs had an increased proliferative activity and a higher frequency of cell divisions per day. The increased suppressive activity of Tregs with the induced FL FoxP3 splice variant was associated with the increased synthesis of the pro-apoptotic granzymes A and B, and perforin, IL-10, and IL-35, which are responsible for contact-independent suppression, and with the increased ability to suppress telomerase in target cells. The upregulation of Treg suppressive and proliferative activity using splice-switching oligonucleotides to induce the predominant expression of the FoxP3 FL variant is a promising approach for regenerative cell therapy in Treg-associated diseases. Full article
(This article belongs to the Special Issue New Advances in the Role of Regulatory T Cells in Immunity)
Show Figures

Graphical abstract

19 pages, 3401 KB  
Article
A Precision Therapy Approach for Retinitis Pigmentosa 11 Using Splice-Switching Antisense Oligonucleotides to Restore the Open Reading Frame of PRPF31
by Janya Grainok, Ianthe L. Pitout, Fred K. Chen, Samuel McLenachan, Rachael C. Heath Jeffery, Chalermchai Mitrpant and Sue Fletcher
Int. J. Mol. Sci. 2024, 25(6), 3391; https://doi.org/10.3390/ijms25063391 - 16 Mar 2024
Cited by 7 | Viewed by 3603
Abstract
Retinitis pigmentosa 11 is an untreatable, dominantly inherited retinal disease caused by heterozygous mutations in pre-mRNA processing factor 31 PRPF31. The expression level of PRPF31 is linked to incomplete penetrance in affected families; mutation carriers with higher PRPF31 expression can remain asymptomatic. [...] Read more.
Retinitis pigmentosa 11 is an untreatable, dominantly inherited retinal disease caused by heterozygous mutations in pre-mRNA processing factor 31 PRPF31. The expression level of PRPF31 is linked to incomplete penetrance in affected families; mutation carriers with higher PRPF31 expression can remain asymptomatic. The current study explores an antisense oligonucleotide exon skipping strategy to treat RP11 caused by truncating mutations within PRPF31 exon 12 since it does not appear to encode any domains essential for PRPF31 protein function. Cells derived from a patient carrying a PRPF31 1205C>A nonsense mutation were investigated; PRPF31 transcripts encoded by the 1205C>A allele were undetectable due to nonsense-mediated mRNA decay, resulting in a 46% reduction in PRPF31 mRNA, relative to healthy donor cells. Antisense oligonucleotide-induced skipping of exon 12 rescued the open reading frame with consequent 1.7-fold PRPF31 mRNA upregulation in the RP11 patient fibroblasts. The level of PRPF31 upregulation met the predicted therapeutic threshold of expression inferred in a non-penetrant carrier family member harbouring the same mutation. This study demonstrated increased PRPF31 expression and retention of the nuclear translocation capability for the induced PRPF31 isoform. Future studies should evaluate the function of the induced PRPF31 protein on pre-mRNA splicing in retinal cells to validate the therapeutic approach for amenable RP11-causing mutations. Full article
(This article belongs to the Special Issue Retinal Diseases: From Molecular Pathology to Therapies)
Show Figures

Figure 1

26 pages, 5949 KB  
Article
Modulation of Suppressive Activity and Proliferation of Human Regulatory T Cells by Splice-Switching Oligonucleotides Targeting FoxP3 Pre-mRNA
by Varvara G. Blinova, Yulia A. Gladilina, Anna A. Abramova, Daria D. Eliseeva, Valentina V. Vtorushina, Anastasia N. Shishparenok and Dmitry D. Zhdanov
Cells 2024, 13(1), 77; https://doi.org/10.3390/cells13010077 - 29 Dec 2023
Cited by 4 | Viewed by 3688
Abstract
The maturation, development, and function of regulatory T cells (Tregs) are under the control of the crucial transcription factor Forkhead Box Protein 3 (FoxP3). Through alternative splicing, the human FoxP3 gene produces four different splice variants: a full-length variant (FL) and truncated variants [...] Read more.
The maturation, development, and function of regulatory T cells (Tregs) are under the control of the crucial transcription factor Forkhead Box Protein 3 (FoxP3). Through alternative splicing, the human FoxP3 gene produces four different splice variants: a full-length variant (FL) and truncated variants with deletions of each of exons 2 (∆2 variant) or 7 (∆7 variant) or a deletion of both exons (∆2∆7 variant). Their involvement in the biology of Tregs as well as their association with autoimmune diseases remains to be clarified. The aim of this work was to induce a single FoxP3 splice variant in human Tregs by splice switching oligonucleotides and to monitor their phenotype and proliferative and suppressive activity. We demonstrated that Tregs from peripheral blood from patients with multiple sclerosis preferentially expressed truncated splice variants, while the FL variant was the major variant in healthy donors. Tregs with induced expression of truncated FoxP3 splice variants demonstrated lower suppressive activity than those expressing FL variants. Reduced suppression was associated with the decreased expression of Treg-associated suppressive surface molecules and the production of cytokines. The deletion of exons 2 and/or 7 also reduced the cell proliferation rate. The results of this study show an association between FoxP3 splice variants and Treg function and proliferation. The modulation of Treg suppressive activity by the induction of the FoxP3 FL variant can become a promising strategy for regenerative immunotherapy. Full article
(This article belongs to the Special Issue Regulatory T Cells and Autoimmunity)
Show Figures

Graphical abstract

19 pages, 12811 KB  
Article
Splice-Switching Antisense Oligonucleotides Targeting Extra- and Intracellular Domains of Epidermal Growth Factor Receptor in Cancer Cells
by Akilandeswari Ashwini Balachandran, Prithi Raguraman, Kamal Rahimizadeh and Rakesh N. Veedu
Biomedicines 2023, 11(12), 3299; https://doi.org/10.3390/biomedicines11123299 - 13 Dec 2023
Cited by 4 | Viewed by 2707
Abstract
Cancer is one of the leading causes of death globally. Epidermal growth factor receptor is one of the proteins involved in cancer cell proliferation, differentiation, and invasion. Antisense oligonucleotides are chemical nucleic acids that bind to target messenger ribonucleic acid and modulate its [...] Read more.
Cancer is one of the leading causes of death globally. Epidermal growth factor receptor is one of the proteins involved in cancer cell proliferation, differentiation, and invasion. Antisense oligonucleotides are chemical nucleic acids that bind to target messenger ribonucleic acid and modulate its expression. Herein, we demonstrate the efficacy of splice-modulating antisense oligonucleotides to target specific exons in the extracellular (exon 3) and intracellular (exon 18, 21) domains of epidermal growth factor receptor. These antisense oligonucleotides were synthesized as 25mer 2′-O methyl phosphorothioate-modified ribonucleic acids that bind to complementary specific regions in respective exons. We found that PNAT524, PNAT525, PNAT576, and PNAT578 effectively skipped exon 3, exon 18, and exon 21 in glioblastoma, liver cancer, and breast cancer cell lines. PNAT578 treatment also skipped partial exon 19, complete exon 20, and partial exon 21 in addition to complete exon 21 skipping. We also found that a cocktail of PNAT576 and PNAT578 antisense oligonucleotides performed better than their individual counterparts. The migration potential of glioblastoma cancer cells was reduced to a greater extent after treatment with these antisense oligonucleotides. We firmly believe that using these splice-modulating antisense oligonucleotides in combination with existing EGFR-targeted therapies could improve therapeutic outcomes. Full article
(This article belongs to the Section Gene and Cell Therapy)
Show Figures

Figure 1

16 pages, 4251 KB  
Article
Modulation of Pro-Inflammatory IL-6 Trans-Signaling Axis by Splice Switching Oligonucleotides as a Therapeutic Modality in Inflammation
by Dhanu Gupta, Sara Orehek, Janne Turunen, Liz O’Donovan, Michael J. Gait, Samir El-Andaloussi and Matthew J. A. Wood
Cells 2023, 12(18), 2285; https://doi.org/10.3390/cells12182285 - 15 Sep 2023
Cited by 5 | Viewed by 3290
Abstract
Interleukin-6 (IL-6) is a pleiotropic cytokine that plays a crucial role in maintaining normal homeostatic processes under the pathogenesis of various inflammatory and autoimmune diseases. This context-dependent effect from a cytokine is due to two distinctive forms of signaling: cis-signaling and trans-signaling [...] Read more.
Interleukin-6 (IL-6) is a pleiotropic cytokine that plays a crucial role in maintaining normal homeostatic processes under the pathogenesis of various inflammatory and autoimmune diseases. This context-dependent effect from a cytokine is due to two distinctive forms of signaling: cis-signaling and trans-signaling. IL-6 cis-signaling involves binding IL-6 to the membrane-bound IL-6 receptor and Glycoprotein 130 (GP130) signal-transducing subunit. By contrast, in IL-6 trans-signaling, complexes of IL-6 and the soluble form of the IL-6 receptor (sIL-6R) signal via membrane-bound GP130. Various strategies have been employed in the past decade to target the pro-inflammatory effect of IL-6 in numerous inflammatory disorders. However, their development has been hindered since these approaches generally target global IL-6 signaling, also affecting the anti-inflammatory effects of IL-6 signaling too. Therefore, novel strategies explicitly targeting the pro-inflammatory IL-6 trans-signaling without affecting the IL-6 cis-signaling are required and carry immense therapeutic potential. Here, we have developed a novel approach to specifically decoy IL-6-mediated trans-signaling by modulating alternative splicing in GP130, an IL-6 signal transducer, by employing splice switching oligonucleotides (SSO), to induce the expression of truncated soluble isoforms of the protein GP130. This isoform is devoid of signaling domains but allows for specifically sequestering the IL-6/sIL-6R receptor complex with high affinity in serum and thereby suppressing inflammation. Using the state-of-the-art Pip6a cell-penetrating peptide conjugated to PMO-based SSO targeting GP130 for efficient in vivo delivery, reduced disease phenotypes in two different inflammatory mouse models of systemic and intestinal inflammation were observed. Overall, this novel gene therapy platform holds great potential as a refined therapeutic intervention for chronic inflammatory diseases. Full article
(This article belongs to the Special Issue Nucleic Acid Therapeutics (NATs): Advances and Perspectives)
Show Figures

Figure 1

11 pages, 1118 KB  
Review
Advancing Epidemiology and Genetic Approaches for the Treatment of Spinal and Bulbar Muscular Atrophy: Focus on Prevalence in the Indigenous Population of Western Canada
by Harry Wilton-Clark, Ammar Al-aghbari, Jessica Yang and Toshifumi Yokota
Genes 2023, 14(8), 1634; https://doi.org/10.3390/genes14081634 - 17 Aug 2023
Cited by 4 | Viewed by 4129
Abstract
Spinal and bulbar muscular atrophy (SBMA), also known as Kennedy’s disease, is a debilitating neuromuscular disease characterized by progressive muscular weakness and neuronal degeneration, affecting 1–2 individuals per 100,000 globally. While SBMA is relatively rare, recent studies have shown a significantly higher prevalence [...] Read more.
Spinal and bulbar muscular atrophy (SBMA), also known as Kennedy’s disease, is a debilitating neuromuscular disease characterized by progressive muscular weakness and neuronal degeneration, affecting 1–2 individuals per 100,000 globally. While SBMA is relatively rare, recent studies have shown a significantly higher prevalence of the disease among the indigenous population of Western Canada compared to the general population. The disease is caused by a pathogenic expansion of polyglutamine residues in the androgen receptor protein, which acts as a key transcriptional regulator for numerous genes. SBMA has no cure, and current treatments are primarily supportive and focused on symptom management. Recently, a form of precision medicine known as antisense therapy has gained traction as a promising therapeutic option for numerous neuromuscular diseases. Antisense therapy uses small synthetic oligonucleotides to confer therapeutic benefit by acting on pathogenic mRNA molecules, serving to either degrade pathogenic mRNA transcripts or helping to modulate splicing. Recent studies have explored the suitability of antisense therapy for the treatment of SBMA, primarily focused on gene therapy and antisense-mediated mRNA knockdown approaches. Advancements in understanding the pathogenesis of SBMA and the development of targeted therapies offer hope for improved quality of life for individuals affected by this debilitating condition. Continued research is essential to optimize these genetic approaches, ensuring their safety and efficacy. Full article
(This article belongs to the Section Human Genomics and Genetic Diseases)
Show Figures

Figure 1

13 pages, 2129 KB  
Article
Ensemble-Learning and Feature Selection Techniques for Enhanced Antisense Oligonucleotide Efficacy Prediction in Exon Skipping
by Alex Zhu, Shuntaro Chiba, Yuki Shimizu, Katsuhiko Kunitake, Yasushi Okuno, Yoshitsugu Aoki and Toshifumi Yokota
Pharmaceutics 2023, 15(7), 1808; https://doi.org/10.3390/pharmaceutics15071808 - 24 Jun 2023
Cited by 4 | Viewed by 4445
Abstract
Antisense oligonucleotide (ASO)-mediated exon skipping has become a valuable tool for investigating gene function and developing gene therapy. Machine-learning-based computational methods, such as eSkip-Finder, have been developed to predict the efficacy of ASOs via exon skipping. However, these methods are computationally demanding, and [...] Read more.
Antisense oligonucleotide (ASO)-mediated exon skipping has become a valuable tool for investigating gene function and developing gene therapy. Machine-learning-based computational methods, such as eSkip-Finder, have been developed to predict the efficacy of ASOs via exon skipping. However, these methods are computationally demanding, and the accuracy of predictions remains suboptimal. In this study, we propose a new approach to reduce the computational burden and improve the prediction performance by using feature selection within machine-learning algorithms and ensemble-learning techniques. We evaluated our approach using a dataset of experimentally validated exon-skipping events, dividing it into training and testing sets. Our results demonstrate that using a three-way-voting approach with random forest, gradient boosting, and XGBoost can significantly reduce the computation time to under ten seconds while improving prediction performance, as measured by R2 for both 2′-O-methyl nucleotides (2OMe) and phosphorodiamidate morpholino oligomers (PMOs). Additionally, the feature importance ranking derived from our approach is in good agreement with previously published results. Our findings suggest that our approach has the potential to enhance the accuracy and efficiency of predicting ASO efficacy via exon skipping. It could also facilitate the development of novel therapeutic strategies. This study could contribute to the ongoing efforts to improve ASO design and optimize gene therapy approaches. Full article
(This article belongs to the Special Issue Recent Trends in Oligonucleotide Based Therapies)
Show Figures

Figure 1

26 pages, 3102 KB  
Review
Splicing Modulation as a Promising Therapeutic Strategy for Lysosomal Storage Disorders: The Mucopolysaccharidoses Example
by Juliana Inês Santos, Mariana Gonçalves, Liliana Matos, Luciana Moreira, Sofia Carvalho, Maria João Prata, Maria Francisca Coutinho and Sandra Alves
Life 2022, 12(5), 608; https://doi.org/10.3390/life12050608 - 19 Apr 2022
Cited by 3 | Viewed by 5560
Abstract
Over recent decades, the many functions of RNA have become more evident. This molecule has been recognized not only as a carrier of genetic information, but also as a specific and essential regulator of gene expression. Different RNA species have been identified and [...] Read more.
Over recent decades, the many functions of RNA have become more evident. This molecule has been recognized not only as a carrier of genetic information, but also as a specific and essential regulator of gene expression. Different RNA species have been identified and novel and exciting roles have been unveiled. Quite remarkably, this explosion of novel RNA classes has increased the possibility for new therapeutic strategies that tap into RNA biology. Most of these drugs use nucleic acid analogues and take advantage of complementary base pairing to either mimic or antagonize the function of RNAs. Among the most successful RNA-based drugs are those that act at the pre-mRNA level to modulate or correct aberrant splicing patterns, which are caused by specific pathogenic variants. This approach is particularly tempting for monogenic disorders with associated splicing defects, especially when they are highly frequent among affected patients worldwide or within a specific population. With more than 600 mutations that cause disease affecting the pre-mRNA splicing process, we consider lysosomal storage diseases (LSDs) to be perfect candidates for this type of approach. Here, we introduce the overall rationale and general mechanisms of splicing modulation approaches and highlight the currently marketed formulations, which have been developed for non-lysosomal genetic disorders. We also extensively reviewed the existing preclinical studies on the potential of this sort of therapeutic strategy to recover aberrant splicing and increase enzyme activity in our diseases of interest: the LSDs. Special attention was paid to a particular subgroup of LSDs: the mucopolysaccharidoses (MPSs). By doing this, we hoped to unveil the unique therapeutic potential of the use of this sort of approach for LSDs as a whole. Full article
Show Figures

Figure 1

Back to TopTop