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Molecular Therapy Nucleic Acids

○ Elsevier BV

Preprints posted in the last 90 days, ranked by how well they match Molecular Therapy Nucleic Acids's content profile, based on 39 papers previously published here. The average preprint has a 0.04% match score for this journal, so anything above that is already an above-average fit.

1
ASOFormer: a Transformer-based model for predicting antisense oligonucleotide efficacy to support therapeutic candidate prioritization

Dove, N. C.; Min, Y.; Is, O.; Ertekin-Taner, N.; Wickland, D. P.; Wang, X.

2026-09-24 bioinformatics 10.64898/2026.09.18.752788 medRxiv
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Antisense oligonucleotides (ASOs) represent a promising therapeutic modality for RNA-based disease mechanisms, but identifying high-efficacy candidates from large sequence spaces remains a major bottleneck in drug development. Here, we present ASOFormer, a novel Transformer-based neural network that predicts the inhibition efficiency of RNase H-mediated ASOs from sequence, predicted secondary structure, and chemical modification features. ASOFormer was trained on a knockdown efficacy dataset spanning over 170,000 ASO-target pairs compiled largely from published patents. Ablation analysis confirmed that the addition of chemical modification features to the primary sequence drove the largest performance gains, with predicted secondary structure providing complementary benefit when combined with modification information. Further analysis highlighted the importance of the wings of gapmer ASOs and other features. As independent validation, ASOFormer was applied to ASOs targeting seven genes that were not in the training dataset gene list. For four out of the seven genes, the ground truth ASO inhibition efficiency was obtained from a public dataset, whereas the others were measured in-house via qPCR. Compared to two published state-of-the-art methods, ASOFormer achieved the best overall accuracy and prioritized the strongest inhibitors. Crucially, only ASOFormer consistently exceeded random expectation for top-candidate recovery across all seven test genes.

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Maturation-dependent splicing alterations constrain SYNGAP1 splice-switching therapy

Kamp, J. A.; Wijnant, K. A.; Maas, N.; Gülyurt, D.; Rieder, M. J.; Jolfaei, M. A.; Gontan, C.; Kushner, S. A.; Elgersma, Y.; Vissers, L. E.; Nadif Kasri, N.; De Vrij, F. M.

2026-08-31 neuroscience 10.64898/2026.08.26.745682 medRxiv
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Haploinsufficiency in SYNGAP1 causes a severe neurodevelopmental syndrome. SYNGAP1 protein is mainly detected in neuronal synapses. However, SYNGAP1 RNA is more widely expressed and strongly regulated via alternative splicing: alternative 3' splice site (A3SS) inclusion leads to non-productive transcripts that are degraded through nonsense-mediated decay. Recently, splice-switching oligonucleotides (SSOs) that redirect SYNGAP1 splicing to increase SYNGAP1 protein levels were developed. However, we hypothesized that during neuronal maturation, non-productive splicing may decrease to enhance functional transcripts in mature neurons. This would reduce the abundance of the SSO target transcript, limiting the potential for SSO treatment to increase neuronal SYNGAP1 expression. Using neural differentiation of human induced pluripotent stem cells, we show that the A3SS transcript is abundant in neural progenitors, astrocytes, microglia and immature neurons, with minimal presence in mature neurons. These data imply that SSOs targeting A3SS might lack therapeutic efficacy to rescue the neuronal phenotypes associated with SYNGAP1 haploinsufficiency.

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A scalable platform for exon-skipping antisense oligonucleotide therapy development for inborn genetic diseases

Newton, L.; Haque, B.; Cheerie, D.; Tsoi, C. T.; Klamann, C.; Sakaki, R.; Qu, T.; Verhaeghe, L.; Liang, Y.; Marks, R. M.; Ivakine, E. A.; Deshwar, A. R.; Costain, G.

2026-07-31 genetic and genomic medicine 10.64898/2026.07.29.26359175 medRxiv
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Antisense oligonucleotides (ASOs) are a versatile therapeutic modality for inborn genetic diseases. ASOs can induce skipping of ''dispensable'' exons containing disease-causing variants to rescue protein amount and function, but this approach has been studied for only a small number of genes. We developed a high-throughput in silico tool for assessing exon dispensability and designing exon-skipping ASO sequences. Parameters were optimized using known dispensable and in-frame indispensable exons. Across 72,644 exons of 5,057 disease genes, we identified thousands of new targets for exon-skipping ASOs (3.4% of exons with most stringent filters, 24.5% with less stringent filters) that collectively include 0.97%-15.6% of disease-causing variants in large-scale databases. To facilitate recognition of DNA variants potentially amenable to exon skipping as a therapeutic strategy, we established the HAWK-EYE database as a repository of exon dispensability predictions and corresponding in silico-optimized ASO sequences, available as an open-access web application (https://hawk-eye.research.sickkids.ca/). To illustrate translational utility, we experimentally validated a subset of the in silico-optimized ASO sequences that were generated for all Dispensable exons in the HAWK-EYE database, and showed that skipping a Dispensable exon in SOX5 preserves protein function using in vivo and in vitro assays. This scalable platform approach to exon-skipping ASOs will accelerate identification and testing of amenable genetic variants.

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GC801-enabled AAV gene therapy in a neonate with Pompe disease

Chen, J.; Ma, W.; Qi, H.; Ma, X.; He, Y.; He, L.; Ke, Y.; Zhuang, L.; Jiang, X.; Wang, J.; Xu, J.; Xia, Y.; Zhou, J.; Wang, Y.; Dong, X.; Wu, X.; Feng, Z.

2026-09-29 genetic and genomic medicine 10.64898/2026.09.23.26363499 medRxiv
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We report a neonate with IOPD who had high pre-existing anti-AAV9 antibody titers, which precluded eligibility for AAV9-mediated gene therapy (GC301). Preconditioning with a single dose of the IgG-degrading enzyme GC801 (0.2 mg/kg) safely reduced serum IgG from 6.25 g/L to a nadir of 0.72 g/L within 5 days. This pharmacological window facilitated successful GC301 vector transduction, driving a robust increase in GAA activity to 19.38 mmol/L/16h by day 84. Crucially, no adverse events beyond the underlying IOPD were observed. Our findings support the potential utility of GC801 as an agent to overcome pre-existing humoral barriers in neonatal gene therapy candidates.

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Protein expression is amplified by stabilizing mRNA using gene-specific antisense oligonucleotides

Boros, B. D.; Nambiar, A.; Hu, M.; Galloway, D.; Florian, C. P.; Jungers, C. F.; Dougherty, J. D.; Schoch, K. M.; Djuranovic, S.; Miller, T. M.

2026-09-17 molecular biology 10.64898/2026.09.14.749961 medRxiv
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Effective and safe strategies to restore gene expression in haploinsufficiency disorders or to augment protective protein signaling have long been attractive but challenging therapeutic goals. Here, we demonstrate the potential of antisense oligonucleotides (ASOs) to upregulate gene targets through mRNA stabilization. The 3 untranslated regions (UTRs) of mRNAs regulate stability via activating and repressive elements. One prominent destabilizing cis-element found in ~30% of transcripts is the Pumilio RNA-binding protein recognition element (PRE), which can be targeted to enable gene-specific protein upregulation. A scan for PREs highlights hundreds of disease-relevant transcripts that may be targetable via ASO-mediated gene-specific blocking of Pumilio binding. We show that masking specific PREs with ASOs produces sustained protein upregulation through mRNA stabilization using multiple reporter and endogenous gene targets. Using PRE-masking ASOs, we neutralized PRE-mediated destabilization of TANK-binding kinase-1 (TBK1) mRNA and restored TBK1 protein expression in participant-derived fibroblasts with TBK1 haploinsufficiency, causal for amyotrophic lateral sclerosis. Additionally, by targeting PRE sites in the myoprotective gene follistatin (FST), we achieved effective FST mRNA upregulation in tested mouse tissues. These findings suggest that ASO strategies that neutralize destabilizing 3UTR sequences like PREs may provide a powerful approach to upregulate haploinsufficiency-related genes or enhance protective protein levels for therapeutic benefit.

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Functional evaluation of a natural AAV capsid liver targeting motif in human hepatocytes

Unzu, C.; Chen, A. X.; Mancio-Silva, L.; Zinn, E.; Wen, Y.; Llinares, C.; LLanos, A.; Zhu, C.; Fieldsend, A.; Sanmiguel, J.; Bissig-Choisat, B.; Bissig, K.-D.; Alexander, I.; Bhatia, S.; Vandenberghe, L. H.

2026-08-20 molecular biology 10.64898/2026.08.20.745184 medRxiv
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Background & Aims: Adeno-associated virus (AAV) vectors are attractive delivery vehicles for therapeutic gene delivery, and a notable feature of most AAVs is their natural tropism for the liver, which leads to significant hepatic uptake following systemic administration. In previous work, we identified 266G as a conserved motif on a variable region on the capsid of many commonly used AAV variants that controls liver uptake in both mice and non-human primates. This single amino acid could be functionally leveraged to engineer AAVs to either de-target from or enhance tropism to the liver. Here, we explored whether these observations extended to the human context. Methods: Two human hepatocyte models were tested: Fah-/-/Rag2-/-/Il2rg-/- (FRG) mice with humanized livers and a bioengineered human microliver platform in vitro. A barcoded AAV capsid library including standard control serotypes were used to assess the role of the 266G motif on gene transfer and transgene expression in both liver systems. Results: In vivo, 266G containing AAVs indeed targeted human hepatocytes superiorly, with some noted dependency on the degree of human-hepatocyte replacement in the chimeric mouse model. Initial studies in the micropatterned primary human hepatocyte co-culture model however demonstrated enrichment of heparin-binding AAVs, and not 266G variants. Notably, incorporation of polyethylene glycol (PEG) into the system modified the AAV transduction potential of those capsids including the liver-targeting motif, recapitulating the hepatocyte transduction pattern observed in vivo. Importantly, when PEG was used, the two human models, both at the DNA and RNA level, did correlate significantly. Conclusions: Our results showed the potential of a combinatorial AAV library for model validation and revealed the human microliver platform-PEG as a reliable system for the development of AAV therapeutics.

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Thiomorpholino antisense oligonucleotides inhibit telomerase and limit cancer cell proliferation

Rivosecchi, J.; Zaug, A. J.; Lasek, T.; Schäfer, B.; Caruthers, M. H.; Cech, T. R.

2026-09-29 molecular biology 10.64898/2026.09.28.754723 medRxiv
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Reactivation of telomerase confers immortality to approximately 90% of human tumors by enabling continuous elongation of the DNA at chromosome ends, or telomeres. The telomerase catalytic subunit TERT adds TTAGGG repeats using a portion of the telomerase RNA component hTR as a template. Because telomerase is inactive in most normal somatic cells, it remains an attractive therapeutic target; however, no telomerase inhibitor has yet demonstrated robust clinical efficacy with acceptable safety. Here we evaluate thiomorpholino oligonucleotides (TMOs) as a new class of antisense oligonucleotides targeting the template region of hTR. TMOs incorporate morpholino rings and phosphorothioate linkages, which enhance nuclease resistance, RNA binding and nuclear uptake. Two anti-hTR TMOs inhibited telomerase activity in vitro with an IC50 below 1 nM, whereas two control TMOs were at least 100-fold less active. HeLa cells treated with anti-hTR TMOs showed progressive telomere shortening, detectable after one week of treatment. Growth inhibition was observed after substantial telomere erosion, and both telomere length and proliferation recovered upon withdrawal of TMOs. These findings establish TMOs as a promising new chemistry for telomerase-targeted therapeutics.

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Tunable Expression of an AAV Payload Using ADAR-mediated RNA Editing

Silverberg, J.; Pereira, L.; Schmidt, R.; Baptista, C.; Ganesh, A. N.; Harbaugh, N.; Moffa, L.; Metz, A.; Howard, V.; Armour, S.; Cohen, D. M.; Mingozzi, F.

2026-08-05 synthetic biology 10.64898/2026.08.04.742838 medRxiv
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A challenge of "once-and-done" adeno associated virus (AAV)-based gene therapy is the inability to modulate the level of therapeutic protein expression post-administration. Herein, we demonstrate the utility of an adenosine deaminase acting on RNA (ADAR) - mediated gene switch to control AAV-delivered gene expression. Using a premature termination codon (PTC) in the human Factor IX (hFIX) transgene, we established an ON switch, where expression of hFIX is contingent on rescuing the PTC mutation via RNA editing. In vitro and in vivo studies demonstrated silencing of the hFIX transgene by the PTC mutation and induction of protein expression by administration of an ADAR-recruiting trigger RNA. Mice transduced with a hepatotropic AAV capsid encoding an ApoE-hAAT hFIX-PTC transgene expression cassette showed a dose-dependent response between the levels of LNP-delivered trigger RNA and the amount of plasma hFIX expression achieved. We observed predictable and reproducible levels of hFIX expression upon multiple rounds of RNA editing and demonstrated that this system can achieve clinically relevant levels of hFIX. This work suggests that ADAR-mediated RNA editing may be a valuable tool for tunable expression of therapeutic transgenes in applied gene therapies.

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Identification of a SARS-CoV-2 Spike RNA-Cleaving DNAzyme and Optimization of Its AS1411 Chimera

Unlu, Z. B.; Portakal, H. S.; Doluca, O.

2026-09-03 molecular biology 10.64898/2026.09.01.748480 medRxiv
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Sequence-specific cleavage of viral RNA by deoxyribozymes offers a direct approach for suppressing viral gene expression, although limited cellular accessibility remains a major barrier to their functional application. In this study, a panel of eight deoxyribozymes representing different catalytic motifs and target regions was designed against SARS-CoV-2 Spike RNA and comparatively evaluated through time-dependent in vitro cleavage assays. Substantial target-site-dependent differences were observed even among candidates sharing the same catalytic core, demonstrating that catalytic performance was strongly influenced by the selected RNA target region. Among the tested sequences, 8-17-769 exhibited the fastest and most reproducible cleavage profile and the highest observed rate constants, and was therefore selected as the catalytic module for subsequent chimera development. To evaluate its activity in a cellular context, 8-17-769 was combined with the nucleolin-binding aptamer AS1411 in two opposite linear orientations. In an A549-based Spike expression model, both AS1411-containing chimeras were associated with reduced S gene expression, with 8-17-769-AS1411 producing the strongest response, corresponding to an approximately tenfold reduction relative to the reference group and reaching statistical significance (p < 0.05). The functional difference between the two orientations was further examined structurally. Circular dichroism spectroscopy showed that 8-17-769-AS1411 more closely preserved the spectral characteristics of the individual components, while computational analyses indicated a dynamic organization more similar to the free deoxyribozyme-RNA complex and a nucleolin-compatible docking configuration. Collectively, these findings identify 8-17-769 as a lead Spike RNA-cleaving deoxyribozyme and demonstrate that the linear organization of aptamer and catalytic modules can substantially influence the structural and functional properties of aptamer-deoxyribozyme chimeras.

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Structural engineering of dual-targeting antisense oligonucleotides enhances exon 44 skipping for treating Duchenne muscular dystrophy

Shoffner, G.; Barthelemy, F.; Pi, J.; Manoian, S.; Nguyen, B. T.; Little, I.; Nelson, S. F.; Miceli, M. C.; Guo, F.

2026-10-08 pharmacology and toxicology 10.64898/2026.10.01.754576 medRxiv
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Antisense oligonucleotides (ASOs) inducing exon-skipping during pre-mRNA splicing offer promising treatment for diseases such as Duchenne muscular dystrophy. Recently, dual-targeting ASOs that simultaneously bind two splicing regulatory sequences have been shown to improve exon-skipping efficiency. Current ASOs are designed to interact with target RNAs solely based on Watson-Crick base pairing. Here we report the development of dual-targeting three-dimensional bridge (3D-bridge) ASOs in which tertiary interactions are engineered to increase target-binding affinity and the number of target residues occupied. We designed a 3D-bridge ASO for skipping exon 44 of dystrophin mRNA and biochemically validated its enhanced binding affinity for the target RNA over a similar ASO with the tertiary interactions disrupted. We subsequently optimized the 3D-bridge ASO by varying its ends and ribose chemical modifications using patient-derived induced directly reprogrammed myotubes and identified an LNA/DNA mixmer as the most potent. We further demonstrate enhanced exon-skipping efficacy and potency of the 3D-bridge ASO compared to previously reported ASOs in myotubes differentiated from patient-derived primary myoblasts and MyoD-reprogrammed fibroblasts harboring mutations amenable to reframing through exon 44 skipping. In conclusion, the 3D-bridge ASO technology improves the current dual-targeting design, demonstrating the utility and power of structure-based ASO design methods.

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Lipid-ASO therapeutics exhibit differential tissue targeted delivery upon systemic or local CNS administration

Roudi, S.; Estupinan, H. Y.; Saher, O.; Barradas, C.; Inganas, E.; Le, H.-N.; Frengen, N.; Grochowski, R.; Pavlova, S.; Mansson Welinder, R.; Nordin, J. Z.; Biscans, A.; Matsson, P.; Zain, R.; Sandberg, R.; Hagemann-Jensen, M.; EL Andaloussi, S.

2026-09-02 pharmacology and toxicology 10.64898/2026.08.28.747711 medRxiv
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Antisense oligonucleotides (ASOs) are a powerful therapeutic modality, but their full potential is hindered by pharmacokinetic properties that affect tissue and cellular delivery. Lipid conjugation is increasingly used to modulate ASO's biodistribution and promote extrahepatic activity, yet lipid dependent effects on in vivo functional delivery, particularly in the central nervous system (CNS), remain less explored. Here, we performed a side by side in vivo comparison of cholesterol, palmitic acid (C16:0), docosanoic acid (C22:0), and eicosapentaenoic acid (C20:5) conjugated to a fully phosphorothioated 3 10 3 LNA gapmer ASO targeting the Malat1 long non coding RNA. Lipid-ASO conjugates were administered systemically or locally in the brain of mice and evaluated for tissue level and cellular level distribution by imaging, qPCR and single-cell RNA sequencing, simultaneously annotating cell origin and global transcriptional changes within the cell. Following systemic administration in mice, lipid conjugation improved overall multi organ efficacy compared to unconjugated ASO, but with pronounced tissue specific differences. Single cell sequencing of liver and heart transcriptomes revealed lipid dependent cellular uptake patterns and transcriptional responses distinct from administration of unconjugated ASO. After intracerebroventricular administration, selected fatty acid conjugates enhanced silencing in deep brain regions such as the striatum, whereas cholesterol conjugation impaired functional delivery despite increased CNS retention. Light-sheet microscopy showed restricted parenchymal penetration of cholesterol ASOs compared with broader but heterogeneous distribution of palmitic acid conjugate. Together, these findings demonstrate that lipid identity critically determines ASO efficacy, productive cellular uptake, and regional CNS engagement, emphasizing the need for context specific lipid design in ASO therapeutic development.

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P5 promoter-mediated incorporation explains REP/CAP manufacturing contaminants in patient liver after rAAV gene therapy

Brimble, M. A.; Tan, S.; Buddle, S.; Brown, L.-A. K.; Breuer, J.; Crawford, J. C.

2026-09-14 genetic and genomic medicine 10.64898/2026.09.10.26362787 medRxiv
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Sequencing of liver tissue from a patient treated with the rAAV gene therapy Zolgensma for spinal muscular atrophy recently revealed contaminating plasmid sequences derived from rAAV manufacturing within the patient's hepatocytes. In particular, REP/CAP-derived sequences were remarkably abundant, corresponding to 0.5-1% of the therapeutic transgene. We hypothesized that these contaminants originated through Rep-mediated incorporation initiated at the AAV P5 promoter. Through reanalysis of the sequencing data, we inferred that an intact P5 promoter had been placed directly downstream of the rAAV capsid gene in the manufacturing plasmid. De novo assembly revealed a contiguous contaminant sequence spanning the rAAV REP and CAP genes and terminating within P5 at the Rep nicking site, immediately downstream of the Rep-binding element (RBE). This analysis also revealed a distinct vector-plasmid backbone contig consistent with reverse packaging. Among partially aligned REP/CAP reads, nearly 17% were linked to rAAV ITR-derived sequence at heterogeneous junctions. Long-read data independently identified the P5 promoter as the most frequent recombination breakpoint region. Together, these findings identify a defined, avoidable mechanism by which REP/CAP manufacturing contaminants arise. Positioning of the P5 promoter within the manufacturing plasmid is therefore a modifiable determinant of rAAV product purity and the transfer of rAAV DNA contaminants to recipient patients.

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Enhancing the efficacy of siRNA Antibody Oligonucleotide Conjugates (AOCs) through chemical design

Hayes, O. G.; Rädler, J. A.; Filipiak, E.; Czapik, T.; Roudi, S.; Ojansivu, M.; Saranya Ilamathi, H.; Marquant, A.; Huang, Y.; Wiklander, O. P.; Zain, R.; Honcharenko, M.; EL Andaloussi, S.

2026-09-23 biochemistry 10.64898/2026.09.23.753708 medRxiv
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Antibody-oligonucleotide conjugates (AOCs) offer a promising solution to delivery challenges of therapeutic oligonucleotides. However, the relationship between their complex chemical architectures and biological activity remains poorly understood, limiting the development of important structure-function relationships. For siRNA-containing AOCs, increasing the siRNA-to-antibody ratio beyond one (drug-to-antibody ratio, DAR>1) reduces potency, attributed to altered pharmacokinetics arising from increased negative charge density. Here, we investigated whether simple chemical modifications could improve AOC efficacy and mitigate limitations associated with higher DAR. Introduction of a single C16 lipid modification to the siRNA significantly enhanced target gene silencing compared to the unmodified AOC. Extending this modification to a DAR2 architecture, in which two siRNAs are conjugated per antibody, restored the loss of activity associated with increasing DAR from 1 to 2. Notably, at an equivalent siRNA dose (1 mg/kg), the DAR2-C16 AOC requires half the amount of antibody while achieving knockdown comparable to the DAR1-C16 AOC. We also developed a charge-balancing ionizable linker (CBIL) designed to partially compensate for the negative charge of siRNA. Incorporation of the CBIL enhanced target gene silencing in heart and skeletal muscle without a corresponding increase in hepatic activity, resulting in a shift toward greater extrahepatic activity relative to liver. Together, these findings demonstrate that chemical modification of both the siRNA payload and antibody-siRNA linker can be used to tune AOC potency and tissue activity, while enabling higher payload loading without compromising efficacy. These results establish chemical design as an important strategy for expanding the architecture and therapeutic potential of AOCs.

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A Single Lipid Nanoparticle Formulation Enables Delivery of Diverse RNA Therapeutics to Human Muscle Models of Duchenne Muscular Dystrophy

Galbiati, P.; Leclerc, D.; Mombled, M.; Khan, R.; Ralu, M.; Bimbi, G.; Scalisi, G.; Mamchaoui, K.; Tedesco, F. S.; Albini, S.; Amendola, M.

2026-07-29 molecular biology 10.64898/2026.07.29.741396 medRxiv
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Duchenne muscular dystrophy is a lethal neuromuscular disorder caused by the absence of dystrophin, for which no curative treatment is available. RNA-based approaches have shown promising results; however, their evaluation is hindered by the lack of robust and rapid delivery methods for differentiated human muscle cells, which represent the most physiologically relevant in vitro models for assessing therapeutic strategies. Here, we establish a versatile lipid nanoparticle platform enabling efficient delivery of diverse RNA therapeutics across a range of human muscle models, including myotubes, induced pluripotent stem cell-derived myotubes, myoblasts, cardiomyocytes, and 3D engineered skeletal muscle tissues. Remarkably, a single commercially available lipid nanoparticle formulation supports delivery of cargos spanning more than 300-fold in size, from short antisense oligonucleotides ([~]20 nt) to complex CRISPR-based editors (up to [~]6.7 kb), including Cas9 nucleases, adenine base editors, and CRISPRa systems. This enables efficient gene correction and transcriptional modulation, resulting in dystrophin restoration or compensatory utrophin upregulation in relevant Duchenne muscular dystrophy models. Together, our results establish a single lipid nanoparticle formulation as a versatile platform for RNA delivery in human muscle systems and provide a practical framework for the rapid preclinical assessment of emerging therapies for Duchenne muscular dystrophy and other neuromuscular disorders. GRAPHICAL ABSTRACT O_FIG O_LINKSMALLFIG WIDTH=200 HEIGHT=92 SRC="FIGDIR/small/741396v1_ufig1.gif" ALT="Figure 1"> View larger version (29K): org.highwire.dtl.DTLVardef@a18d71org.highwire.dtl.DTLVardef@4d0faforg.highwire.dtl.DTLVardef@140b078org.highwire.dtl.DTLVardef@1a235_HPS_FORMAT_FIGEXP M_FIG C_FIG Created in BioRender. Leclerc, D. (2026) https://BioRender.com/90h0fme

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ASOCompass: Context- and Chemistry-Aware Activity Prediction for Transferable Antisense Oligonucleotide Screening

Liu, S.; Zhuo, J.; Lei, S.; Wu, T.; Han, J.; Wu, C.; Wang, Y.; Xie, W.

2026-08-07 bioinformatics 10.64898/2026.08.03.742461 medRxiv
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Antisense oligonucleotide (ASO) activity is jointly influenced by nucleotide sequence, chemical modification, target-RNA context, dose, delivery protocol, and cellular environment. Most existing computational screening methods model only a subset of these factors, limiting their ability to predict experimentally measured activity across heterogeneous screening conditions and previously unseen biological contexts. We introduce ASOCompass, a context-and chemistry-aware framework for ASO activity prediction and candidate ranking. ASOCompass integrates contextualized ASO and target-RNA sequence representations with position-specific molecular representations of chemical modifications. It further incorporates dose and delivery information together with prototype-adapted transcriptomic representations of target genes and cell lines. To encourage chemically and biophysically informative representations, the model is jointly trained on auxiliary molecular-property and sequence-derived thermodynamic prediction tasks. We evaluate ASOCompass on ASO Atlas, a large patent-derived dataset of RNase H-mediated gapmer ASOs, under held-out drug, target-gene, cell line, and joint gene-cell line settings. ASOCompass achieves an overall Spearman correlation of 0.5970, improving over the strongest ASO-specific baseline by 0.0421, and consistently performs best across all four distribution shifts. When adapted to unseen SOD1 and KLKB1 targets, ASOCompass also provides more accurate candidate ranking across different annotation budgets, reaching correlations of 0.830 and 0.696 with 1,024 target-specific labels. Additional analyses suggest that molecular-property supervision improves modification-specific ranking, while the auxiliary thermodynamic task produces representations more closely aligned with measured inhibition. These results demonstrate the potential of jointly modeling sequence, chemistry, and experimental-biological context for transferable ASO screening.

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Sequential intra-articular HCAd-NFκB-IL-1Ra delivery improves therapeutic efficacy in post-traumatic osteoarthritis

Yan, J.; Majano, C.; Cela, R.; Jiang, M.-M.; Mehdi, S.; Azaat, J.; Crosby, D.; Shaw, A.; RE-JOIN Consortium Investigators, ; Yuva, L.; Veeraragavan, S.; Ruiz, O.; Palmer, D.; Ng, P.; Haelterman, N.; Suzuki, M.; Bae, Y.; Lee, B.

2026-07-28 molecular biology 10.64898/2026.07.27.740818 medRxiv
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Osteoarthritis is the most common joint disease for which disease-modifying therapies remain unavailable. Intra-articular gene delivery of interleukin-1 receptor antagonist (IL-1Ra) using high-capacity adenovirus (HCAd) has shown therapeutic promise; however, the duration of therapeutic benefit and the feasibility of repeat dosing under anti-adenoviral immunity remain unresolved. Using the murine anterior cruciate ligament transection model of osteoarthritis, we show that a single intraarticular injection of HCAd5-NF{kappa}B-IL-1Ra provides structural preservation and functional improvement in early-stage osteoarthritis but fails to sustain cartilage protection as disease progresses. However, HCAd5 transduction following repeated treatment is limited due to pre-existing immunity against this serotype. Notably, exchanging serotypes for repeated treatments effectively restores vector transduction and transgene expression in both healthy and osteoarthritic joints. Leveraging this strategy, we demonstrate that sequential intra-articular HCAd-NF{kappa}B-IL-1Ra administration does not further improve pain or motor function compared to the initial treatment, but preserves cartilage as assessed by histopathology and phase-contrast CT, irrespective of serotype. These findings establish HCAd serotype switching as a feasible approach to overcome immune barriers to repeat intra-articular gene therapy. Importantly, sequential HCAd-NF{kappa}B-IL-1Ra administration enhances therapeutic durability in post-traumatic osteoarthritis, providing a translational framework for repeat intra-articular gene delivery strategies aimed at long-term disease modification in osteoarthritis.

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Synergistic Combination of Bioengineered MicroRNA and Chemotherapy Across High-Risk Neuroblastoma Subtypes

Lee, Y.; AlKhazal, A.; Doyle, K. E.; Ahn, Y.-R.; Sandoval Castellanos, A. M.; Tu, M.-J.; Yu, A.-M.; Kim, J.; Brown, E. G.

2026-10-02 bioengineering 10.64898/2026.09.30.755443 medRxiv
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Despite intensive treatment, high-risk neuroblastoma (HRNB) remains a leading cause of cancer-related mortality in children. Current treatment paradigms include multimodal systemic treatments and multi-agent chemotherapy, which is limited by substantial acute and long-term toxicities. Platinum-based chemotherapy is a cornerstone of this treatment but is fraught with side effects and stands to benefit from dose reduction strategies. MicroRNA (miR)-based therapeutics represent an attractive strategy to simultaneously moderate multiple oncogenic pathways, providing a potential avenue to enhance the efficacy of current treatment regimens. However, the development of miR therapeutics has largely relied on chemically synthesized ones, which are limited by issues of inconsistency and poor in vivo stability. Biologically produced, tRNA/pre-miR containing bioengineered miRs (bioRNAs) address these limitations. We investigated the therapeutic potential of bioRNA encoding miR-124 and miR-34a across molecularly distinct HRNB models and evaluated their ability to enhance cisplatin efficacy. Both bioRNAs significantly suppressed neuroblastoma cell viability in vitro, with proteomic analyses demonstrating preferential induction of neuronal differentiation by miR-124 and apoptotic signaling by miR-34a. Combining bioRNA with cisplatin produced robust synergy across multiple HRNB lines, enhancing apoptosis while simultaneously promoting differentiation-associated phenotypes. In vivo, both bioRNAs suppressed tumor growth as monotherapies, while combination with low-dose cisplatin produced the strongest responses across multiple xenograft models with different HRNB subtypes. Notably, low-dose cisplatin combined with bioRNA therapy frequently achieved tumor control comparable to, or greater than, that observed with high-dose cisplatin monotherapy while maintaining favorable tolerability. These findings establish bioRNAs as potent cisplatin sensitizers and support bioRNA-based combination therapy as a strategy for improving HRNB treatment while reducing chemotherapy-associated toxicity in children.

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Explainable Machine Learning and Epigenomic Profiling Decipher the Topological Determinants of Lentiviral Integration and Longitudinal Persistence in SCID-X1 Gene Therapy

Saber, H.; Mousavipour, Z.

2026-09-12 bioinformatics 10.64898/2026.09.05.749598 medRxiv
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Lentiviral vectors (LVs) are clinically established for SCID-X1 gene therapy, yet the quantitative epigenomic and spatial determinants governing integration targeting and long-term clonal persistence across chromosomes remain incompletely characterized. Using clinical multi-omics datasets from SCID-X1 trials, we curated 274,959 unique clinical integration sites (VIS) across 276,839 clonal records from 10 patients (hg38). Balanced against length-weighted genomic controls (total N = 549,918), five epigenomic and topological features were modeled. We evaluated Logistic Regression, XGBoost, and a Deep Genomic ResNet using inner 5-fold chromosome-grouped cross-validation and evaluation on held-out test chromosomes (chr19-22, chrX). Statistical uncertainty was quantified via 1-Mb block-bootstrap (5,000 replicates) and 1-Mb block permutations (10,000 replicates). On held-out chromosomes, Deep ResNet achieved an ROC-AUC of 0.7857 [95% CI: 0.7672-0.8029] and PR-AUC of 0.8027 [95% CI: 0.7640-0.8337] over the 0.5755 prevalence baseline, outperforming linear baselines. 1-Mb block permutations confirmed significant proximity to scATAC-seq peaks (Cliff's {delta}=-0.3364, P_perm<0.0001) and TSSs ({delta}=-0.2446, P_perm<0.0001), alongside 82.71% gene body overlap (OR = 3.47). Targeted analysis showed 99.91% of VIS reside distal (>100 kb) from proto-oncogenes without proximal enrichment (OR = 1.05, P = 0.617). Furthermore, longitudinal tracking identified 79,587 persistent clones ([&ge;]2 time points), which exhibited a significant 31% depletion near proto-oncogenes (OR = 0.69, P = 0.014). Compact topological and epigenomic features robustly predict lentiviral integration without spatial data leakage. The long-term depletion of persistent clones near oncogenes confirms the insertional safety of SIN lentiviral gene therapy.

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Delivery of small interfering RNA and antisense oligonucleotides across the blood-brain barrier with monovalent transferrin receptor 1 binding VHH-Fc fusion proteins

Huggins, I. J.; Carrer, M.; Santos, J. A.; Fazio, M.; Holguin, B.; Phi, S.; Prakash, T. P.; Afetian, M.; Bakooshli, M. A.; Klein, S. K.; Galindo-Murillo, R.; Rodriguez, A. A.; Kamme, F.; Gaus, H.; Chappell, A.; Bravo-Hernandez, M.; Pinto-Duarte, A.; Quinones, R.; Jacquot, G.; David, M.; Rigo, F.; Kordasiewicz, H. B.; Zhao, H. T.; Jafar-nejad, P.; Tanowitz, M.; Swayze, E. E.

2026-08-20 neuroscience 10.64898/2026.08.13.744307 medRxiv
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12.8%
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The blood-brain barrier (BBB) is a highly selective cell layer that restricts the diffusion of diverse chemical entities into the central nervous system (CNS) from systemic circulation. Macromolecular therapeutics including oligonucleotides, peptides, and monoclonal antibodies exhibit only minimal brain distribution after systemic dosing due to exclusion by the BBB. Receptor-mediated transcytosis (RMT) has evolved to transport vital cargo across the BBB through a specialized vesicular transport pathway. Transferrin receptor 1 (TfR1) shuttles transferrin, its natural ligand, across the BBB, as well as TfR1-binding IgG antibodies and conjugates. Here, we describe a novel monovalent TfR1-binding VHH-Fc for the delivery of oligonucleotide cargo, including antisense oligonucleotides (ASOs) and small interfering RNAs (siRNAs) across the BBB in rodents and non-human primates (NHPs), supporting the translational potential of the VHH-antisense RMT platform for the treatment of neurological disorders. We explore the role of binding affinity, conjugation site, drug-antibody ratio (DAR), and conjugation chemistry, and determine that binding affinity, DAR and conjugation site are major determinants of RMT capacity and brain activity of siRNAs delivered across the BBB. Graphical Abstract / Highlights O_FIG O_LINKSMALLFIG WIDTH=200 HEIGHT=81 SRC="FIGDIR/small/744307v1_ufig1.gif" ALT="Figure 1"> View larger version (24K): org.highwire.dtl.DTLVardef@d1d648org.highwire.dtl.DTLVardef@4b22d3org.highwire.dtl.DTLVardef@db8b6borg.highwire.dtl.DTLVardef@19e5ac3_HPS_FORMAT_FIGEXP M_FIG C_FIG - Anti-TfR1 (-TfR1) VHH ligands formatted as heterodimeric, 2-chain monovalent VHH-Fc were engineered for conjugation to siRNA and ASO. - Systematic in vivo evaluation of VHH clones spanning a range of TfR1 binding affinities revealed a relationship between TfR1 binding affinity and the CNS activity of intravenously dosed VHH-Fc-siRNA conjugates. - By optimizing TfR1 binding affinity, conjugation site, and conjugation chemistry, we identified VHH-Fc-siRNA molecules that efficiently cross the BBB via receptor-mediated transcytosis and reduce target mRNA across CNS tissues, including deeper brain regions, after intravenous (IV) or subcutaneous (SC) dosing in mice and non-human primates (NHPs).

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Adenine base editing correction of LMNA c.745C>T (p.R249W) in congenital muscular dystrophy myoblasts improves cellular phenotype while revealing deleterious p.L248P bystander effects

Santafe, M.; Hernandez, I.; Mazzeo, D.; Gomez-Dominguez, D.; Megias, D.; Perez de Castro, I.

2026-08-04 cell biology 10.64898/2026.08.03.742539 medRxiv
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12.6%
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BackgroundLMNA-related congenital muscular dystrophy (L-CMD) is a rare, life-threatening genetic disorder caused by point mutations in the LMNA gene, for which no effective treatment currently exists. It is characterized by early-onset muscle weakness, dropped-head syndrome, hypotonia, cardiac complications, and restrictive lung disease, frequently leading to premature death. The LMNA c.745C>T (p.R249W) mutation is the most prevalent amongst L-CMD patients. Given its monogenic nature, L-CMD represents a compelling candidate for gene therapy approaches. ResultsIn this study, we investigated the therapeutic potential of adenine base editing (ABE) to correct the pathogenic LMNA c.745C>T (p.R249W) mutation in human myoblasts. We evaluated multiple ABE variants and single-guide RNAs (sgRNAs), identifying optimal combinations that achieved efficient and specific correction of the mutant allele. However, we found that editing can also introduce an adjacent bystander mutation, c.743T>C (p.L248P). To determine the functional consequences of base editing, we established clonal cell lines reverted to wild type or harboring the p.L248P variant. Whereas wild-type edited cells showed a clear correction for all the studied parameters that were abnormal in R249W myoblasts, we found that L248P cells show nuclear abnormalities resembling those of R249W mutant cells, and their cellular function is partially compromised. These results demonstrate that ABE can effectively target the LMNA c.745C>T mutation but also reveal the significant impact of bystander edits on cellular physiology. ConclusionsOur findings provide proof-of-concept for the application of base editing as a therapeutic strategy for L-CMD, while underscoring the necessity of precise editing technologies to ensure both efficacy and safety in future clinical translation.