NAR Molecular Medicine
◐ Oxford University Press (OUP)
Preprints posted in the last 30 days, ranked by how well they match NAR Molecular Medicine's content profile, based on 18 papers previously published here. The average preprint has a 0.01% match score for this journal, so anything above that is already an above-average fit.
Gross, S.; Birnbaum, R.; Shaul Lotan, N.; Mor-Shaked, H.; Manor, J.; Shaag, A.; Rosenbluh, C.; Levy-Memo, A.; Yanovsky-Dagan, S.; Saada, A.; Harel, T.
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Background: Biallelic variants in GFM2, encoding mitochondrial elongation factor G2 (mtEFG2), a GTPase involved in the termination stage of mitochondrial translation, cause autosomal recessive combined oxidative phosphorylation deficiency. Noncoding structural variants may be missed by exome sequencing but can disrupt splicing and provide opportunities for variant-specific therapeutic rescue. We investigated the molecular mechanism underlying suspected Leigh syndrome in an infant with mitochondrial disease and evaluated whether splice-switching oligonucleotide (SSO) treatment could correct the pathogenic splicing defect. Methods: The proband underwent exome sequencing followed by short-read and long-read whole genome sequencing. RNA sequencing, reverse-transcription PCR, quantitative PCR, and cycloheximide treatment were used to characterize the effect of the identified intronic duplication on GFM2 splicing and transcript stability. Patient-derived fibroblasts were treated with SSOs targeting the aberrant splice junction. Rescue was assessed by RNA studies, western blotting, and spectrophotometric measurement of cytochrome c oxidase (COX). Results: Whole genome sequencing identified a paternally-inherited GFM2 missense variant, NM_032380.5:c.2195C>T p.(Pro732Leu), in trans to a maternally-inherited 221-nucleotide intronic duplication, NM_032380.5:c.2029-741_2029-521dup. RNA studies revealed a 87-nucleotide pseudoexon, generated by activation of a cryptic acceptor splice site within the duplicated sequence. The resulting transcript harbored a premature termination codon (PTC) and underwent nonsense-mediated decay, as confirmed by cycloheximide rescue. Together with reduced mtEFG2 protein levels on western blot, the findings supported a loss-of-function mechanism. Enzymatic analysis of affected fibroblasts showed reduced activity of the mtDNA-dependent complex IV subunit COX, with preservation of the nuclear-encoded complex II enzyme succinate dehydrogenase and the control enzyme citrate synthase, consistent with impaired mitochondrial translation. A SSO targeting the aberrant intron-pseudoexon junction nearly abolished pseudoexon inclusion, restored correctly spliced GFM2 transcript from the duplication-containing allele, increased mtEFG2 protein levels, and significantly improved COX activity. Conclusions: This study identifies a pathogenic intronic GFM2 duplication that causes mitochondrial disease through pseudoexon activation and nonsense-mediated decay. The findings demonstrate the value of integrated genome and transcriptome analysis for exome-negative mitochondrial disease and provide in-vitro proof of concept that SSOs can restore transcript processing, protein expression, and mitochondrial respiratory-chain function in patient-derived cells.
Rafiq, L.; Khodadadi, H.; Drouzi, R.; Knidiri, M.; Taniguchi, H.
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I.Understanding the mechanisms governing neuronal differentiation is essential for elucidating neurodevelopmental processes and identifying therapeutic targets for neurological disorders. In this study, we optimized serum-dependent induction conditions and benchmarked multiple RNA-seq pipelines to establish a robust in-vitro model of neurogenesis using P19 embryonal carcinoma cells. Retinoic acid (RA, 0.5 {micro}M) was used to induce neuronal differentiation under varying concentrations (1%, 2%, and 5%) of fetal bovine serum (FBS) obtained from three suppliers. Morphological observation and marker gene analysis (MAP2, OCT4) revealed that serum concentration strongly influenced aggregation, survival, and neuronal commitment, with 2-5% FBS yielding optimal neurogenic differentiation. Total RNA extracted on day 10 of differentiation was subjected to RNA sequencing, and the resulting datasets were analyzed using four independent bioinformatics workflows: a Linux-based R pipeline (HISAT2 + featureCounts + DESeq2), nf-core, Galaxy, and BGIs Dr. Tom platform. Differential gene expression analysis identified 9,943 differentially expressed genes (DEGs) (FDR < 0.05, |log2FC| > 1), enriched in synaptic assembly and axon development among upregulated genes, and in ribosome biogenesis and RNA processing among downregulated genes. Comparison across all pipelines revealed 62 consistently upregulated and 63 downregulated genes, representing a robust core signature of P19 neurogenesis. Together, these findings establish an optimized and reproducible framework for in-vitro neuronal differentiation and transcriptomic analysis, providing a foundation for mechanistic and disease-modeling studies in neurodevelopmental biology.
Ezer, S.; Yanovsky-Dagan, S.; Granit, A.; McDougal, M.; Hwang, T.; Antman, I.; Karni, R.; Yoon, W. H.; Saada, A.; Harel, T.
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Pathogenic variants in ATAD3A cause a spectrum of multisystem disorders, with a recurrent dominant-negative variant (c.1582C>T; p.Arg528Trp) associated with neurodevelopmental disease. Given the tolerance of ATAD3A to heterozygous loss of function variants, allele-specific transcript reduction represents a promising therapeutic strategy. We designed and optimized allele-specific antisense oligonucleotides (ASOs) targeting the c.1582C>T transcript and evaluated their efficacy and specificity in affected fibroblasts using allele-specific primers and amplicon-based next generation sequencing. Therapeutic potential was further assessed in vivo in zebrafish embryos expressing human wild-type or mutant ATAD3A transcripts. An optimized gapmer ASO selectively reduced mutant ATAD3A transcripts while relatively sparing the wild-type allele. In addition to RNase H-mediated degradation, the ASO induced exon skipping, leading to degradation of the aberrant transcript without production of a truncated protein. In zebrafish, expression of mutant human ATAD3A in embryos caused developmental abnormalities including reduced eye size, which were robustly rescued by co-injection of the optimized ASO. Our findings provide proof of concept for allele-targeted ASO therapy for dominant-negative ATAD3A variants. This work highlights the therapeutic potential of ASOs for rare dominant disorders involving genes tolerant to heterozygous loss-of-function, and establishes zebrafish as a versatile platform for in vivo ASO optimization.
Barresi, M.; Di Meo, I.; Nasca, A.; Lamantea, E.; Legati, A.; Ghezzi, D.
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Mitochondrial DNA (mtDNA) heteroplasmy, which is the coexistence of wild-type and mutant mtDNA variants within the same cell, plays a critical role in modulating cellular phenotype as well as disease severity and penetrance. Bulk RNA sequencing is not able to detect cell-to-cell variability in heteroplasmy, limiting our understanding of mitochondrial pathological mechanisms. In this study, we leverage single-cell RNA sequencing (scRNA-seq) combined with a robust bioinformatics pipeline to characterize mtDNA heteroplasmy. We employed four fibroblast lines from patients harboring heteroplasmic mtDNA pathogenic variants in genes encoding respiratory complex I subunits. While RNA heteroplasmy corresponds to DNA-based measurements at the bulk-level, single-cell analysis uncovers a diverged distribution: most cells have near-homoplasmic (wild-type or mutant) mtDNA, with few cells showing intermediate levels. Furthermore, we find that high mutation levels correlate with transcriptional profile changes, though these responses are highly sample-specific, suggesting that nuclear background and cellular context critically influence mitochondrial dysfunction and compensatory mechanisms. Our findings highlight the power of single-cell technologies to better understand the complex link between mtDNA genetic diversity and mitochondrial phenotypic variability, and to study crucial aspects in mitochondrial biology and pathology, such as clonal dynamics, at single-cell resolution.
Yang, F.; Zhang, S.; Guo, X.; Qiao, Y.; Zhang, Y.; Sun, H.; Chen, X.; Wang, H.
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TAR DNA-binding protein 43 (TDP-43) is a multifunctional DNA/RNA-binding protein implicated in transcriptional and post-transcriptional regulation. Dysregulation of TDP-43 is closely correlated with human diseases such as cancer and neurodegenerative diseases. Although its roles in RNA metabolism are well characterized, its function in transcriptional regulation remains largely underexplored. DNA G-quadruplexes (dG4s) are non-canonical nucleic acid structures enriched at gene promoters and regulatory elements, where they facilitate chromatin looping and gene transcription. Here, we investigated the transcriptional regulatory role of TDP-43 by integrating multi-omics datasets, including Hi-C, dG4 ChIP-seq, TDP-43 ChIP-seq, RNA-seq and ATAC-seq from K562 and HepG2 cells. Our analyses demonstrate TDP-43 binding and dG4s formation are highly colocalized at chromatin loop anchors, particularly at promoter and enhancer regions. TDP-43 occupancy at these anchors correlates with increased dG4 stability, chromatin loop interaction frequency, elevated chromatin accessibility, and upregulated gene expression. Morover, TDP-43 knockdown in HepG2 cells revealed a significant reduction in dG4 formation and loop interaction strength, accompanied by widespread transcriptional dysregulation. Collectively, our findings highlight a novel regulatory role of TDP-43 in facilitating long-range chromatin interactions and transcriptional activation through binding to and stabilizing dG4 structures, providing a mechanistic basis for gene dysregulation driven by TDP-43 dysfunction in diseases.
Lin, K.-H.; Lam, A.; Ooijen, S.; Maier, M.; Kassis, G.; Ellis, R.; Messemer, K.; Martin, J.; Khairallah, R.; Wagers, A. J.
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Duchenne muscular dystrophy (DMD) is the most common, lethal X-linked neuromuscular disorder of childhood and is caused by mutations in the Dmd gene that disrupt dystrophin expression. Although adeno-associated virus-mediated gene therapies hold tremendous promise for DMD treatment, their clinical applications have been limited by dose-dependent vector and genome-level toxicities. Here, we developed and tested a single-vector adenine base editing strategy as a potentially safer genome editing approach to recode the pathogenic nonsense mutation into a benign missense mutation in mdx4cvDMD mouse model. Delivered using a muscle-tropic adeno-associated virus (MyoAAV) at a clinically-feasible dose (4E13 VG/kg), this strategy enabled detectable molecular recoding of the mdx4cv mutation in mice ranging in age from 3 days to 6 months. Yet, the overall efficiency and therapeutic impact of in vivo base editing with this system was highest in mice treated at the juvenile stage, with animals administered MyoAAV vectors at 3 weeks of age showing robust recovery of dystrophin expression and significant improvement in muscle contractile properties only one month later. Notably, introduction of adenine base editors either earlier in development, in neonatal mice, or later, in adulthood, yielded substantially lower editing efficiencies, particularly in muscle satellite cells whose editing is essential to ensure durable rescue of dystrophin expression in growing and regenerating muscle. Taken together, these results demonstrate the therapeutic potential of single-vector adenine base editing for DMD and underscore the importance of recipient age and disease stage in achieving optimal treatment outcomes for this and other genetic muscle disorders.
Wang, Z.; Ni, Y.; Cai, W.; Li, H.; Duan, Y.
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BackgroundMetazoan adenosine-to-inosine (A-to-I) mRNA editing temporospatially diversifies the neuronal transcriptome and proteome. The limited read length from next-generation sequencing (NGS) constrains the quantification of the potentially differential editing levels across different splicing isoforms, restricting our understanding of the extent to which RNA editing contributes to molecular diversity and its interplay with splicing. MethodsWe employed reverse transcription nested PCR (RT-nPCR) and developed a novel interfering-Primer PCR (iPrimer PCR) technique to distinguish different transcripts of any gene. We selected multiple essential genes exhibiting RNA editing in coding sequences (CDSs) or untranslated regions (UTRs) for isoform-specific amplification and Sanger sequencing. ResultsNine different Adar isoforms together with pre-mRNA had distinct editing levels at the S>G auto-recoding site, which was predicted to have isoform-specific effects on catalytic activities. Although pre-mRNA editing might exert isoform-dependent promotion/suppression of splicing, closely located editing sites, such as those in neuronal genes qvr and stj, still exhibited high correlation in editing levels due to co-editing. iPrimer strategy further discovered differential recoding levels between the long/short 3UTR isoforms of gene jef. ConclusionsWe provide the first comprehensive solution for isoform-specific PCR amplification of any gene, enabling quantification of RNA editing level of different isoforms. Our results offer insights into how RNA editing interplays with splicing, and highlight its complicated role in expanding molecular diversity. Graphical abstract O_FIG O_LINKSMALLFIG WIDTH=200 HEIGHT=79 SRC="FIGDIR/small/725286v1_ufig1.gif" ALT="Figure 1"> View larger version (17K): org.highwire.dtl.DTLVardef@1ebc82org.highwire.dtl.DTLVardef@1ea365dorg.highwire.dtl.DTLVardef@1971aceorg.highwire.dtl.DTLVardef@160d053_HPS_FORMAT_FIGEXP M_FIG C_FIG We developed isoform-specific PCR followed by Sanger sequencing, and achieved the quantification of differential RNA editing levels in different transcripts of a gene.
Rafiee, M.; Abaj, F.; Mahdevar, M.; Rashidian, A.; Ghaedi, K.; Ghiasvand, R.
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Inflammation and oxidative stress (OS) are key to Parkinsons disease (PD). We performed a cross-dataset integrative transcriptomic analysis to identify OS- and inflammation-related hub genes persistently dysregulated in PD and to evaluate their response to nutrigenomic interventions using publicly available datasets. Four GEO datasets (GSE7621, GSE20141, GSE20146, GSE49036) were analysed to identify differentially expressed genes (DEGs), which were intersected with GeneCards OS-inflammation gene sets. Functional enrichment analyses, including gene ontology (GO), pathway over-representation analysis (ORA), and protein-protein interaction (PPI) analysis, were used to identify key pathways and hub genes. Gene-food bioactive compound (FBC) association was explored by integrating PD signatures with nutrigenomic profiles from NutriGenomeDB. We identified 183 DEGs in PD, enriched in synaptic, dopaminergic, OS, and inflammatory pathways. Intersection analysis yielded 26 OS-inflammation-related genes and 10 central regulators, including TH, DDC, SNCA, LRRK2, HSPB1, and HSPA1B. revealed opposing transcriptional patterns, with several FBCs suppressing stress-related genes and upregulating dopaminergic markers such as TH, GCH1, and DDC. Overall, this integrative analysis highlights OS-inflammation gene networks in PD and identifies candidate diet-gene interactions that warrant further experimental validation
Wittmer, Y.; Murray, D. T.
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Mutations in the low complexity domains of RNA-binding proteins are associated with neurodegenerative disease pathology. The TIA1 RNA-binding protein harbors seven such mutations linked to a clinical cohort of ALS patients. The altered low complexity domain sequence increases the number of TIA1-rich stress granules in cultured cells, delays their disassembly, and is associated with increased fibril formation. Altered molecular motions and contacts in condensed states like stress granules that result in the formation of amyloid-like fibril states is commonly observed for RNA-binding biomolecular condensates. Here we focus on the influence of the ALS mutations on fibril formation of the TIA1 low complexity domain. Repetitive seeding preparations of the seven TIA1 protein mutants all yield amyloid-like fibrils based on transmission electron microscopy images and increased thioflavin T fluorescence. Analysis of solid state nuclear magnetic resonance spectra recorded on all seven mutant fibrils reveals distinct structural differences in the relative to wild-type fibrils. Our results shed light on how the mutations affect structural conformations accessible to the TIA1 low complexity domain.
Welle, van der, R. E. N.; Jark, R.; Jans, J. J. M.; Verhoeven-Duif, N. M.; Klumperman, J.
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The tight regulation of iron homeostasis is of great importance for cellular health. An increase in intracellular iron levels results in the formation of free radicals, which damages macromolecules and membranes, eventually resulting in cell death by Ferroptosis. Recently, we showed that patients with mutations in VPS41 display a severe neurodegenerative phenotype with iron deposition in the brain. VPS41 is well known as subunit of the HOPS complex required for fusion of late endosomes and autophagosomes with lysosomes. However, VPS41 has also been identified as inhibitor of Ferroptosis and regulator of redox homeostasis. How VPS41 exerts these functions and if these are dependent on the HOPS complex is unknown. Here we show that depletion of VPS41 results in increased intracellular iron levels, ROS formation and mitochondrial fission. Our findings indicate an important role for VPS41 in the regulation of iron homeostasis and mitochondrial fission and suggest Ferroptosis as a possible cause for neurodegeneration in VPS41 patients.
Ngu, L. H.; Mo, Q.; Li, S.; Toh, T. H.; Lee, J. N.; Lim, K. C.; Tehuteru, E. S.; Lestari, R.; Sanguansermsri, C.; Abueita, H.; Gwer, S.; Li, L.; Wang, Z.; Kirmani, S.; Chen, J. X.; Cai, Y. Y.; Zheng, N. N.; Yang, S. Y.; Liang, P. J.; Li, Y.; Lu, M.; Tang, Y.; Li, Y.; Ye, J. Z.; Shi, S. J.; Hong, J. F.; Chen, A. Y.; Zheng, C. K.; Wang, S.; Lim, T.-O.; Lahn, B. T.; Gao, A. T.
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Introduction Spinal muscular atrophy (SMA) is a monogenic neuromuscular disease caused by mutations in the survival motor neuron 1 (SMN1) gene. Onasemnogene abeparvovec is a U.S. FDA-approved single-dose gene therapy for SMA. Both its intravenous formulation (Zolgensma, approximately USD 2.13 million per patient) and intrathecal formulation (Itvisma, around USD 2.59 million per patient) are prohibitively expensive, substantially limiting accessibility in low- and middle-income countries (LMICs). We conducted a clinical study of vesemnogene lantuparvovec, an alternative to onasemnogene abeparvovec developed for use in LMIC settings. Methods Sixteen patients with SMA, including 8 with type 1 SMA and 8 with type 2 SMA, received a single intrathecal administration of vesemnogene lantuparvovec. Eleven patients were treated with a low dose (1.5 * 10^14 vg) and five with a high dose (3.0 * 10^14 vg). The primary endpoints were safety and efficacy, assessed by changes from baseline in developmental gross motor milestones according to the World Health Organization criteria. Overall survival was primarily evaluated in type 1 SMA patients. This trial was registered with ClinicalTrials.gov NCT06288230. Results As of the March 2026 cutoff date, 15 of 16 treated patients had completed at least 12 months of follow-up after treatment, while the remaining one type 1 SMA patient died of disease progression at month 6 post-treatment. At 12 months post-treatment, among the surviving 7 patient with type 1 SMA, the median age was 21.6 months (range, 16.1 to 32.3 months). Among the 16 treated patients, the median age at diagnosis was 4.4 months (range, 0.0 to 18.0 months), and the median age at dosing was 10.7 months (range, 2.8 to 22.5 months). All patients experienced at least one AE. Thirty-one AESIs were reported in 13 patients, including hepatotoxicity, thrombocypenia-related events and cardiac events. No patient required prolonged prednisolone prophylaxis. SAEs, including pneumonia, lower respiratory tract infection, upper respiratory tract infection, and haemorrhagic diarrhoea, occurred in 5 of 8 (63%) patients with type 1 SMA and 2 of 8 (25%) patients with type 2 SMA. Two patients with type 1 SMA required invasive ventilation, and one of whom subsequently died. At 12 months post-treatment, 11 of 16 treated patients (69%) gained at least one new WHO motor milestone versus baseline, including 3 type 1 and 8 type 2 SMA patients; one type 2 patient gained six WHO motor milestones and achieved independent walking. Conclusions In patients younger than 24 months of age with type 1 or type 2 SMA, a single intrathecal dose of vesemnogene lantuparvovec was safe and generally well tolerated and was associated with improvements in developmental gross motor milestones compared with outcomes observed among referred but untreated patients. Additional studies are required to further evaluate the long-term safety and efficacy of this gene therapy.
Revanna, J. S.; Wessendorf-Rodriguez, K.; Xiao, Q.; Sabedot, T. S.; Cuoco, M. S.; Sarkar, S.; Zhou-Yang, L.; Lim, C. K.; Prozapas, V. N.; Wooldridge, R. S.; Chadarevian, J. P.; Pratt, J. M.; Steiner, S. C.; Katz, A.; Mertens, J.; Kelly, J. W.; Sole-Domenech, S.; Melchior, J. T.; Metallo, C. M.; Jones, J. R.; Gage, F. H.
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While Apolipoprotein E4 (APOE4) is the greatest known genetic risk factor for late-onset Alzheimers disease, its mechanistic role in the brain-resident macrophage, microglia, remains elusive. Microglia are important in the clearance of pathology in disease, heavily relying on lysosome functionality; therefore, we sought to understand the impact of APOE4 on microglial function. APOE44 microglia have been shown to have lipid accumulation, yet the mechanisms leading to this accumulation are unknown. Using induced pluripotent stem cell-derived microglia, we found that the APOE4 haplotype resulted in transcriptional state shifts in microglia, suppressing activated-response microglia (ARMs) and promoting a G2 senescent-like state. We found that APOE44 microglia accumulate cholesterol esters and provide less lipid support to fibroblast-induced neurons, decreasing their synaptic connections. APOE44 microglia secrete significantly less lipoproteins, leading to the accumulation of lipoproteins within the cells including the lysosomes. APOE44 microglia exhibit impaired lysosomal acidification and degradation capacity. Further, our results elucidated that APOE44 microglia are proinflammatory and shift away from fatty acid oxidation towards glycolysis, due to dysfunctional mitochondria. Taken together, our findings indicate that a loss-of-function in lipoprotein secretion drives intracellular lipid accumulation, including within lysosomes, ultimately disrupting the lysosome-endoplasmic reticulum-mitochondrial axis. This drives a proinflammatory and metabolically compromised microglial phenotype with impaired neuro-supportive functions. GRAPHICAL ABSTRACT O_FIG O_LINKSMALLFIG WIDTH=200 HEIGHT=138 SRC="FIGDIR/small/724612v1_ufig1.gif" ALT="Figure 1"> View larger version (44K): org.highwire.dtl.DTLVardef@18d6a2org.highwire.dtl.DTLVardef@b3644dorg.highwire.dtl.DTLVardef@17e3716org.highwire.dtl.DTLVardef@1529caf_HPS_FORMAT_FIGEXP M_FIG C_FIG
Casoli, E.; Fernando, A. S.; Chaves, J. C.; Johnston, R. L.; Aranovitch, D.; Chear, S.; Cook, A. L.; Hewitt, A. W.; Derks, E. M.; White, A. R.; Gerring, Z.; Oikari, L. E.
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Batten disease, also known as neuronal ceroid lipofuscinoses, is one of the most common causes of childhood dementia. It is characterized by the accumulation of lipofuscin in lysosomes, leading to loss of brain cell function, onset of dementia-like symptoms, vision loss and seizures and has extremely limited treatment options. Here, we performed computational drug repurposing analysis to identify existing compounds that may target Batten disease risk genes. A total of 81 candidate compounds were identified, 6 of which were selected based on clinical tractability for downstream testing in Batten disease (CLN3) iPSC-derived models. After confirming disease phenotype and drug candidate safety, CLN3 brain cell cultures treated with and without drug candidates underwent bulk RNA-seq to identify drug responses. One of the candidate drugs N-acetylglucosamine (GlcNAc) significantly upregulated Batten disease risk gene CLN5 expression and several other lysosomal markers within CLN3 brain cells, and modulated several pathways implicated in lysosomal storage disorders. Importantly, GlcNAc significantly reduced lipofuscin burden in both CLN3 iPSC-derived neurons and astrocytes, supporting its investigation as an additional therapy for Batten disease.
Yamada, A.; Tsuruta, F.
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Triggering receptor expressed on myeloid cells 2 (TREM2) plays a crucial role in regulating various microglial functions, including phagocytosis, inflammation, chemotaxis, and proliferation. Recent studies have demonstrated that TREM2 cooperates with DAP12 to mediate intracellular signaling essential for these processes. Despite the importance of the TREM2-DAP12 complex in microglial physiology, the mechanisms controlling its expression and activity remain poorly understood. In this study, we report that the soluble ectodomain of TREM2 (sTREM2) regulates microglial phagocytic activity by attenuating the surface expression of DAP12. We found that stimulation of the microglial cell line BV2 with recombinant sTREM2 reduces the membrane expression of DAP12, but not that of TREM2. In addition, sTREM2 binds to full-length TREM2, leading to the uncoupling of TREM2 from DAP12. Furthermore, pre-treatment of BV2 cells with sTREM2 significantly inhibited amyloid-{beta} incorporation. These findings suggest that sTREM2 negatively regulates TREM2 signaling through the destabilization of the TREM2-DAP12 complex, and act as a novel bioactive molecule that modulates TREM2 signaling under physiological and pathological conditions.
Chiba, S.; Kunitake, K.; Shirakaki, S.; Haque, U. S.; Wilton-Clark, H.; Shah, M. N. A.; Leckie, J. N.; Matsui, K.; Uno-Ono, F.; Yokota, T.; Aoki, Y.; Okuno, Y.
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Antisense oligonucleotides (ASOs) for exon skipping are increasingly used to correct pathogenic splicing; however, rational target-region selection remains difficult because regulatory information is distributed across exons, introns, and splice junctions. Here we present eSkip2, a framework for prioritizing exon-skipping ASO target regions from joint exon-intron sequence context. eSkip2 combines transfer learning from a genome-pretrained foundation model with joint training on ASO activity and SNV-derived splicing perturbation data and can be adapted to a target locus without experimental ASO labels. Across multi-gene benchmarks spanning canonical exons, pseudoexons, cell types, chemistries, and exonic, intronic, and exon-intron-spanning targets, eSkip2 robustly prioritized active regions; in exon-confined comparisons, it showed improved overall performance compared with applicable existing models. It also supported prospective design of dual-targeting ASOs for DMD exon 46, where top-ranked candidates were enriched for active ASOs and yielded dose-dependent dystrophin restoration. eSkip2 narrows the experimental search space across diverse target architectures.
taghavi, a.; Shan, J.; Yao, X.; Zanon, P. R. A.; Sung, K.; Simba-Lahuas, A.; Gorlach, S.; Labuhn, H.; Salthouse, D.; Wang, Z.; Feri, A.; Disney, M. D.
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Structured RNAs cause human diseases but remain challenging to target selectively with small molecules. Here, we report a chemoinformatics-guided discovery framework that integrates fingerprint-based molecular design, experimental validation, and mechanistic profiling to identify small molecules that bind highly structured, disease-associated RNAs. Using an RNA-binder fingerprint derived from known ligands, a Tversky similarity screen of >8 million compounds yielded a 150-member library enriched in chemical space for RNA-active scaffolds. Target engagement and cell-based assays identified multiple selective ligands for the pathogenic expanded triplet repeat, r(CUG)exp, that causes myotonic dystrophy type 1 (DM1) by binding and sequestering the RNA-binding protein muscleblind-like 1 (MBNL1). Biophysical and single-molecule analyses revealed that the small molecules bind the 1x1 nucleotide U/U internal loops formed when r(CUG)exp folds, partially block MBNL1 binding, and modulate RNA folding equilibria. Two optimized scaffolds rescued MBNL1-dependent splicing in patient-derived myotubes with micromolar potency and minimal cytotoxicity. This study establishes a generalizable, data-driven platform for discovering drug-like RNA-binding lead small molecules and demonstrates its application to the toxic repeat expansion RNA underlying DM1. O_FIG O_LINKSMALLFIG WIDTH=200 HEIGHT=97 SRC="FIGDIR/small/723748v1_ufig1.gif" ALT="Figure 1"> View larger version (24K): org.highwire.dtl.DTLVardef@1a87b41org.highwire.dtl.DTLVardef@340a14org.highwire.dtl.DTLVardef@81b583org.highwire.dtl.DTLVardef@1b3ba14_HPS_FORMAT_FIGEXP M_FIG Graphical Abstract C_FIG
Tariq, K.; Polenkowski, M.; Quin, J.; Sugathan, A.; Isacson, S.; Jakobsson, S.; Enervald, E.; von Euler, A.; Öst, A.; Visa, N.; Östlund Farrants, A.-K.
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The eukaryotic ribosomal genes are multi-copy genes, transcribed from the rDNA, and approximately one third of them is actively transcribed in differentiated cells. A number of lncRNAs have been identified from the intergenic spacer between the rRNA genes, among those the spacer RNA and PAPAS that are involved silencing of rRNA gene copies by altering the chromatin configuration. Here, we have identified lncRNAs that are transcribed from the human rDNA loci and modulate the loci; IGS38 positively regulates rRNA gene transcription by associating to the 47S rRNA gene promoter and modulating the rRNA promoter accessibility while IGS32as associates with heterochromatin. IGS38 binds to the 47S gene promoter through the RNA pol I factors TAF1C and RRN3 as well as the Williams Syndrome Transcription Factor (WSTF), a component of the B-WICH chromatin remodelling complex. The increased accessibility of the promoter stabilises the architectural protein Upstream Binding Factor (UBF) at the rRNA promoter, thereby facilitating RNA pol I promoter escape. Furthermore, IGS38 knock down displays and increased dsRNA abundance in the cytoplasm with a weak induction of the dsRNA sensor OAS2, typically induced by interferon and viral dsRNA. Overall, the both IGS38 and IGS32as are chromatin associated lncRNAs involved in rDNA chromatin changes, and IGS38 is stimulating, together with WSTF, rRNA gene transcription in human cells. Graphical abstract O_FIG O_LINKSMALLFIG WIDTH=199 HEIGHT=200 SRC="FIGDIR/small/722362v1_ufig1.gif" ALT="Figure 1"> View larger version (29K): org.highwire.dtl.DTLVardef@14d4159org.highwire.dtl.DTLVardef@fd773forg.highwire.dtl.DTLVardef@a0030dorg.highwire.dtl.DTLVardef@1285301_HPS_FORMAT_FIGEXP M_FIG C_FIG IGS stabilises 47S rRNA transcription, disruption of IGS38 expression leads to the release of dsRNA in the cytoplasm and a weak immune activation of OAS2. Created by biorender (https://biorender.com/shortURL)
Cancino-Bello, A.; Hernandez-Somilleda, M.; Bahena-Culhuac, E.; Garcia-Gonzalez, E. G.; Hernandez-Hernandez, O.; Ramirez-Ramirez, M.; Coral-Vazquez, R. M.; Hernandez-Hernandez, J. M.
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Skeletal muscle possesses remarkable regenerative capacity. However, in limb-girdle muscular dystrophy-2F (LGMD2F), this capacity is compromised by persistent innate immune activation, whose transcriptional landscape remains unexplored. In parallel, (-)-Epicatechin has emerged as a promising compound with beneficial effects on muscle and notable anti-inflammatory properties. We therefore used (-)-Epicatechin treatment to test whether it can alleviate LGMD2F-associated transcriptional and immune dysregulation. Here we provide the first transcriptomic characterization of LGMD2F using the Sgcd-/- mouse model, along with the first RNA-sequencing-based evaluation of (-)-Epicatechin treatment. We profiled two functionally distinct muscles -- the soleus and EDL -- through bulk RNA-sequencing coupled with immune cell-deconvolution. Sgcd-/- muscles exhibited marked transcriptional dysregulation, more pronounced in the soleus and associated with enhanced innate immune signaling. (-)-Epicatechin induced a muscle- and genotype-dependent transcriptional response: in wild-type animals, the EDL displayed the highest number of differentially expressed transcripts, whereas in Sgcd-/- mice, the soleus showed the most prominent response. This shift was accompanied by downregulation of Toll-like receptor and RIG-I-like receptor pathways, along with suppression of NF-{kappa}B2 and interferon-stimulated genes. Together, these findings identify innate immune overactivation as a central feature of LGMD2F and reveal (-)-Epicatechin as a context-dependent modulator of muscle-specific transcriptional responses.
RIAZ RAJOKA, M. S.; Valladeres, K. N.; La Prairie, C.; Li, W.; King, P.; Katz, J.; M. Michalek, S.; Zhang, P.
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Growing evidence supports a strong association between periodontitis and Alzheimers disease (AD), yet the mechanisms linking these conditions remain poorly defined. In neurodegenerative disorders, including AD, microglia are often characterized by increased lipid droplet (LD) accumulation, heightened activation, and impaired function. In this study, we examined whether Porphyromonas gingivalis (Pg), a keystone periodontal pathogen, promotes LD accumulation in microglia and disrupts their function. We found that Pg infection induces robust LD accumulation in BV2 microglial cells and in microglia from Pg-infected App KI mice. This Pg-driven LD buildup was closely associated with elevated reactive oxygen species (ROS) production, impaired phagocytic ability, and altered activation. Notably, pharmacological inhibition of LD with a triglyceride synthesis inhibitor effectively reversed Pg-induced LD accumulation, mitigated ROS production, and restored phagocytic function, thus underscoring the critical role of lipid metabolism in regulating microglial function. These findings support a model in which, in the context of periodontitis, systemic dissemination of periodontal pathogens promotes LD accumulation in microglia, and this metabolic alteration exacerbates microglia dysfunction via a self-reinforcing cycle of excessive oxidative stress and impaired phagocytosis, potentially accelerating AD progression.
Sillesen, F. W.; Dicke, F.; Kath-Schorr, S.; Weissinger, H.; Kjems, J.; Minero, G. A. S.; Meyer, R. L.
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Extracellular nucleic acids (eNA) are central components of bacterial biofilms, contributing to structural integrity, antibiotic tolerance, and emerging functions such as extracellular electron transfer and peroxidase-like catalysis. While extracellular DNA has traditionally been assumed to adopt the canonical B-DNA conformation, biofilms are now known to contain non-canonical structures, including Z-DNA/RNA (Z-NA), G-quadruplex DNA/RNA (G4-NA), and substantial amounts of extracellular RNA. Conventional nucleic acid-binding dyes are widely used for rapid eNA detection, yet their specificity for these diverse structures has not been systematically evaluated. Here, we compare the fluorescence properties of eleven cyanine monomer and dimer dyes (TOTO, BOBO, YOYO, and POPO series, SYTOX Green, SYTOX Red, and propidium iodide) against synthetic B-DNA, Z-DNA, G4-DNA, A-RNA, Z-RNA, and G4-RNA oligonucleotides, with Z-NA stabilised through brominated guanosine analogues synthesised in-house. A clear pattern emerged: green-fluorescent dyes preferentially bound canonical B-DNA, whereas red-fluorescent counterparts displayed broader specificity that extended to non-canonical structures. TOTO-3 and SYTOX Red bound G4-NA with higher fluorescence than B-DNA, and propidium iodide showed an unexpected preference for A-RNA over B-DNA. These observations were validated in Staphylococcus aureus biofilms by parallel immunolabelling with structure-specific antibodies. TOTO-3, YOYO-3, BOBO-3, POPO-3, and propidium iodide reproduced the eNA distribution at the bacterial cell surface. Finally, we introduce poly-A tailing with fluorescently labelled ATP as a stringent, RNA-specific imaging method for biofilms. Together, these results provide practical guidelines for visualising the structural diversity of eNA in biofilms.