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Human Molecular Genetics

Oxford University Press (OUP)

Preprints posted in the last 30 days, ranked by how well they match Human Molecular Genetics's content profile, based on 130 papers previously published here. The average preprint has a 0.13% match score for this journal, so anything above that is already an above-average fit.

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Cortical Organoid Model of PPP2R5D Genetic Intellectual Disability Models Disease Severity Phenotype

Du, Y.; Singh, M.; Patil, M.; Villeagas, I.; Portillo, A.; Shang, K.; Ben-Shalom, R.; Halmai, J.; Fink, K.

2026-05-27 cell biology 10.64898/2026.05.26.728012 medRxiv
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Jordans Syndrome (JS) is a rare, neurodevelopmental disorder caused by de novo missense mutations in protein phosphatase 2 regulatory subunit Bdelta (PPP2R5D). JS is characterized by severe neurological impairments starting in early life. PPP2R5D encodes for B56{delta}, one of the regulatory subunits of protein phosphatase 2A (PP2A). PP2A is a heterotrimeric protein serine/threonine phosphatase that is highly expressed in the brain and the liver. Past studies have focused on PP2As role in liver and little is known about the holoenzymes behavior in neuronal cells. Although B56{delta} is known to play an important role in the substrate specificity of PP2A, the identification of validated downstream substrates in JS remains unclear. To better understand how the mutations affect neuronal cells, we developed cerebral cortical-like organoids from an engineered allele series of the most common JS mutations to characterize the physiological changes throughout different stages of neurodevelopment. Organoids were assessed for transcriptomic, protein, and electrophysiological changes utilizing bulk RNA sequencing, immunocytochemistry, Western Blot, and high-density MicroElectrode Array. The results identify differentially expressed genes and translated proteins, potential neuronal substrates, and significant electrophysiological signatures that suggest mutations in B56{delta} lead to variant-specific dysfunction of PP2A. Overexpression of PPP2R5D through AAV transduction of organoids rescued several phenotypes in the variants, suggesting different pathogenetic etiology underneath. Our findings successfully characterized cerebral cortical-like organoids in JS cell lines and demonstrated its potential as a model for studying neurodevelopmental disorder and for screening therapeutic approaches.

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MyD88 deficiency modestly attenuates disease in a Leigh syndrome mouse model while enrofloxacin accelerates disease

Hanaford, A. R.; Olkhova, E. A.; Liao, R.; Ching, A.; Huang, A.; Hsieh, E. S.; Watanabe, K.; Chen, Y.; Wichman, M.; Hwang, N.; James, K.; Mulholland, M.; Truong, V.; Coulson, H.; Gibbons, K.; Cairns, O.; Dimitriou, A.; Kayser, B.; Johnson, B. M.; Sarkar, S.; Kalia, V.; Johnson, S. C.

2026-05-17 neuroscience 10.64898/2026.05.13.724988 medRxiv
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Primary genetic mitochondrial diseases (GMDs) are a clinically and genetically diverse group of diseases estimated to impact over 1 in 4,000 individuals. Leigh syndrome (LS) is the most common pediatric presentation of GMD. LS typically presents within the first years of life and is a severe progressive multi-system disorder. Symmetric progressive inflammatory brain lesions are a defining feature of the disease. Patients can also present with seizures, metabolic dysfunction, muscle weakness, and other symptoms. No effective clinical treatments currently exist. Recent data from the Ndufs4(-/-) mouse model shows that peripheral macrophages contribute to brain lesions in LS, that disease is causally driven by innate immune populations, and that depletion of innate immune cells prevents LS disease. However, the precise mechanisms underlying immune activation remain unknown. Certain mitochondrial macromolecules retain bacterial signatures and can act as potent agonists for innate immune pathways. For example, cytoplasmic mitochondrial RNA and mitochondrial DNA are detected by Toll-like receptors (TLRs) 7 and 9, respectively, at the endosome. Accordingly, these are considered strong candidates for mediating innate immune activation in LS. Here, we generated TLR signaling deficient Ndufs4(-/-)/MyD88(-/-) animals to assess whether TLR signaling plays a role in disease onset or progression in LS. Loss of MyD88 in Ndufs4(-/-) animals statistically significantly increased survival and delayed the onset of some symptoms, but the benefits were modest compared to CSF1R inhibition from prior work. We conclude that Myd88-mediated immune signaling is not a primary driver of LS. Notably, prophylactic enrofloxacin treatment, which was necessary for production of innate immune deficient MyD88(-/-) animals, modestly decreased survival and accelerated disease. The impact of enrofloxacin and similar drugs in the context of mitochondrial disease warrants further investigation.

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The D4Z4caster DNA methylation signature identifies individuals at epigenetic risk for developing facioscapulohumeral muscular dystrophy (FSHD)

Jones, T. I.; Eriksen, B. Z.; Farooqi, M. N.; Gould, T.; Jones, P. L.; King, O. D.

2026-05-29 genetics 10.64898/2026.05.26.727947 medRxiv
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BackgroundFacioscapulohumeral muscular dystrophy (FSHD) is caused by epigenetic dysregulation at the chromosome 4q35 D4Z4 repeat array under specific permissive genetic conditions. Due to the complexity, expense, and general inaccessibility of FSHD genetic testing, many individuals displaying characteristic muscle weakness are never genetically confirmed and at-risk relatives cannot get screened. We previously developed a targeted bisulfite sequencing (BSS) protocol using the Sanger method to determine DNA methylation levels at specific D4Z4 loci relevant to distinguishing forms of FSHD from non-FSHD that can be used with DNA isolated from saliva, thereby reducing cost and increasing accessibility compared to traditional D4Z4 deletion testing that uses DNA isolated from blood. MethodsHere, we adapt the D4Z4 BSS protocol to next-generation sequencing (NGS) to increase sequencing depth and further reduce cost, validate both sequencing technologies against several cohorts of genetically defined samples, and introduce the D4Z4caster software for computing DNA methylation signatures with diagnostic utility from raw sequencing data. ResultsBoth Sanger and NGS BSS methods using D4Z4caster were validated as providing high sensitivity and specificity, with geometric mean of sensitivity and specificity (G-mean) >95% and area-under-the ROC curve (AUC) of 0.99. The NGS method allows for higher throughput and increased read depth, while the Sanger method allows faster processing of individual samples. Importantly, the NGS method could identify FSHD1 cases that are likely mosaic and would otherwise be missed. ConclusionsD4Z4caster methylation signatures can accurately detect contracted FSHD1-permissive chromosome 4q35 alleles, hypomethylation of D4Z4 arrays indicative of FSHD2, and SNPs that are important for diagnostic use. This workflow is amenable to transitioning to clinical settings for an accurate, low-cost FSHD molecular diagnostic test that could be accessible worldwide. What is already known on this topicCurrently accepted genetic diagnostics for FSHD1 are complex and expensive and can mischaracterize certain complex genetic cases. These diagnostics all require high molecular weight genomic DNA typically freshly isolated from blood, highly specialized equipment, and additional testing for FSHD2, making FSHD diagnostics the most expensive among neuromuscular diseases and inaccessible to much of the world. However, the epigenetic status of the 4q35 and 10q26 D4Z4 repeat arrays, as determined by DNA methylation status using our bisulfite sequencing-based protocol, distinguishes genetically FSHD1, FSHD2, and non-FSHD samples. Additionally, since our protocol is PCR-based, it can utilize DNA isolated from multiple sources, including saliva and buccal swabs. What this study addsThis study validates the relevant DNA methylation signatures against several large cohorts of genetically-confirmed FSHD and non-FSHD samples and optimizes the DNA methylation data analysis for the greater accuracy required for diagnostic utility, including the exclusion of nonpathogenic chromosome 10q or 4A166 contractions. In addition, we introduce the D4Z4caster analysis software, which runs in a portable and scalable Docker container, and provides increased quantitative accuracy important for: 1) confirming likely clinical cases of FSHD that do not meet the currently accepted genetic definition of FSHD1 or FSHD2, 2) identifying FSHD1 somatic mosaicism, and 3) potential prognostic applications. How this study might affect research, practice or policyFSHD1 is genetically defined by a D4Z4 array at the 4q35 locus that is contracted to 1-10 repeat units. However, disease penetrance is influenced by repeat number, epigenetic modifications, and genetic background, causing a misalignment of current genetic diagnosis with clinical diagnosis. This study will improve the accuracy of epigenetic analysis for determining cases of genetic FSHD, help broaden the definition of genetic FSHD to more accurately correspond to clinical FSHD, and allow identification of those at risk for developing clinical FSHD in affected families and in large population studies now being performed and proposed. In addition, it will better inform how an individuals epigenetic status is interpreted for potential prognostic value. Overall, this methodology is: 1) significantly less expensive than current clinically-approved FSHD diagnostic technologies, 2) more accessible due to compatibility with DNA isolated from multiple sources including saliva, and 3) compatible with the current sequencing equipment and workflow for DNA isolation used in commercial clinical laboratories. Together, these advantages will help move the technology toward becoming an approved molecular diagnostic test for FSHD in the USA, Europe, and countries currently lacking clear access to testing.

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Brain and neuronal expression and localization of de-S-acylating enzymes

Santander Herrera, G.; Herath, N. N.; Doerksen, A. H.; Clarke, S. I. M.; Alshehabi, Y.; Rabu, M.; Fux, J. E.; Townsend Bennie, C. A.; Martin, D. D. O.; Sanders, S. S.

2026-05-31 neuroscience 10.64898/2026.05.31.729046 medRxiv
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S-acylation is a reversible posttranslational lipid modification important in the nervous system that dynamically regulates protein localization and function. Aberrant S-acylation has been implicated in several neurological conditions. While several de-S-acylases (deacylases hereafter) have been identified, little is known regarding their expression and localization in the brain and in neurons. Here, we characterized the expression, localization, and S-acylation of cytosolic deacylases, including acyl-protein thioesterases APT, APT2, and APT1L and /{beta} hydrolase domain-containing proteins ABHD7, ABHD10, ABHD13, ABHD16A, and ABHD17A-C. Mouse brain RNA sequencing data revealed high expression of Lypla1/APT1, Lypla2/APT2, Ephx4/ABHD7, Abhd16a, and Abhd17A-C in the brain, whereas Lyplal1/APT1L, Abhd10, and Abhd13 were expressed at very low levels. Protein analysis demonstrated region-specific expression, with expression of APT1 and ABHD16A highest in the cerebellum and APT2 highest in the hippocampus, with all three highly expressed in cultured hippocampal neurons. Deacylases were observed distributed throughout neurons on punctate structures, with APT2 and ABHD17C to the Golgi by immunocytochemistry. Finally, all ten cytosolic deacylases are themselves S-acylated. These data characterizing deacylase expression, localization, and S-acylation in neural contexts, provides a foundation for future studies investigating deacylase neuronal functions and potential roles in neurological disease.

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Plasma Micro-RNA Signatures of Type 1 Ryanodine Receptor Related Myopathies

Varma, P.; Saintilus, M.; Nessim, M.; Todd, J. J.; Mohassel, P.; Lawal, T. A.

2026-05-16 molecular biology 10.64898/2026.05.14.725164 medRxiv
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Pathogenic RYR1 variants are associated with a set of rare neuromuscular disorders termed RYR1-related disorders (RYR1-RD). Clinical manifestations of RYR1-RD include proximal/axial muscle weakness, delayed motor milestones, impaired mobility, muscle pain, and fatigue. Muscle-specific microRNAs (miRNAs) are mostly expressed in muscle tissue and can be detected peripherally in plasma. Using a digital detection system, here we identified and quantified differential amounts of miRNAs in six adult (four monoallelic and two biallelic) RYR1-RD patient plasma samples compared to controls. Overall, 51 differentially expressed miRNAs were identified and hsa-miR-4454+hsa-miR-7975, in particular, was significantly overexpressed relative to controls (+ 39-fold, P=0.00285). Exploration of these differentially expressed miRNAs warrant further investigation as potential biomarkers of RYR1-RD.

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Integrative Genomic Analyses Identify COL21A1 and ENPEP-FGF5 Regulatory Pathways for Blood Pressure Variation in East Asians

LAU, Z. C.; Chang, X.; Sim, K. S.; Wu, H.; Naaz, A.; Muniasamy, U.; Khor, C.-C.; Koh, W.-P.; Vitaly, S.; Dorajoo, R.

2026-05-18 genetics 10.64898/2026.05.14.725285 medRxiv
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BackgroundHypertension is a highly heritable cardiovascular disorder and a major determinant of cardiometabolic disease, including diabetes. However, the regulatory genes and tissue-specific mechanisms underlying blood pressure variations remain incompletely understood. MethodsLeveraging a well-characterized prospective population-based cohort comprised of 27,308 participants from the Singapore Chinese Health Study (SCHS), we evaluated genome-wide genetic associations for five blood pressure traits: hypertension status, systolic blood pressure, diastolic blood pressure, mean arterial pressure (MAP) and pulse pressure (PP). Additionally, we conducted a transcriptome-wide association study (TWAS), integrating gene expression data from 49 tissues, followed by colocalization and fine-mapping to prioritize regulatory genes. Association of identified variants with incident diabetes was additionally evaluated in the longitudinal data. ResultsWe validated 10 blood pressure loci (P between 1.64 x 10-20 - 4.10 x 10-8) and identified an East-Asian specific splice donor variant at the COL21A1 gene associated with PP (rs149344559, P = 6.78 x 10-10). Integrative analyses prioritized FGF5 in kidney cortex and ENPEP in pituitary tissue as candidate regulatory genes. The blood pressure-lowering allele at ENPEP (T allele, rs1879056) was associated with reduced risk of incident diabetes. Mediation analysis demonstrated that approximately 21% of the genetic association with diabetes was mediated through MAP (Pindirect-effect = 2 x 10-16). ConclusionThis study refines genetic predispositions for blood pressure among East-Asians. We further delineate tissue-specific regulatory pathways underlying blood pressure variations and identify ENPEP-mediated dysfunctions linking blood pressure genetics to diabetes risk, underscoring integrated disease mechanisms.

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Drosophila orthologues of oculocutaneous albinism-associated genes regulate sleep and circadian rhythm via visual neurotransmission

Akhtar, M.; Hung, Y.-C.; Medjadi, N.; Bence, J.; Giorgini, F.; Thomas, M. G.; Chen, K.-F.

2026-06-01 neuroscience 10.64898/2026.05.27.728351 medRxiv
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Melanin is a pigment found in the skin and cuticle of animals. Oculocutaneous albinism (OCA) is a group of autosomal recessive disorders defined by reduced melanin in skin and eyes, and is associated with visual defects such as foveal hypoplasia and infantile nystagmus. Sleep disturbance has been documented in children with OCA, and oca2 loss-of-function in cavefish causes constitutive sleep loss, indicating a sleep regulatory function of OCA-associated genes in the visual system. To test potential roles of OCA-associated genes in regulating sleep and vision through evolutionarily conserved mechanisms, we used Drosophila melanogaster, a high-throughput phenotyping system to screen sleep and visual phenotypes for genetic mutants of OCA-associated genes. Among the OCA-associated genes, bidirectional DRSC Integrative Ortholog Prediction Tool identified Drosophila orthologues for OCA2, SLC45A2, SLC24A5 and LRMDA. RNAi-mediated knockdown in developing Drosophila eye tissue identified the OCA2 orthologues hoe1, hoe2, and the SLC45A2 orthologue lovit as candidate gene required for normal sleep. Moreover, hoe1, hoe2 and lovit1 null alleles reduced sleep and circadian rhythmicity, and showed altered photoreceptor neurotransmission. Collectively the data indicate evolutionarily conserved neuronal function of OCA2 and SLC45A2 orthologues that regulates sleep and photoreceptor neurotransmission. Author summaryOculocutaneous albinism (OCA) is a pigmentation disorder of the skin and eyes accompanied by reduced visual acuity and nystagmus. Children with albinism also report sleep disturbance, and the mechanism is unclear. We tested whether genes mutated in albinism regulate sleep in the fruit fly Drosophila melanogaster, an organism that has a divergent melanin synthesis pathway and lacks tyrosinase, the principal pigmentation enzyme in mammals. We screened fly orthologues of seven human OCA-associated genes and identified two that regulate sleep: the OCA2 orthologues hoe1 and hoe2, and the SLC45A2 orthologue lovit. Mutants of these genes show reduced sleep and circadian rhythmicity; electrical recordings show that photoreceptors fail to signal normally to downstream neurons, placing the sleep defect within a defined visual circuit. Because none of the above mutation cause pigmentation defect, our finding shows that OCA2 and SLC45A2 have a neuronal function that is separate from pigment synthesis. Pigment synthesis cells and neurons share a common embryonic origin, which may explain how the same transporter genes came to function in both cell types, and the data are consistent with the proposal that this pleiotropic neuronal function underlies the sleep and vision symptoms in albinism.

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Cross-Ancestry Remapping of the Chromosome 1q31 Th2 pathway-associated interval Refines an Asthma Association Signal in Patients with Steroid-Dependent Disease

Qu, H.-Q.; Qiu, H.; Mentch, F. D.; Cardinale, C. J.; Hakonarson, H.

2026-05-15 respiratory medicine 10.64898/2026.05.06.26352550 medRxiv
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Background: The chromosome 1q31 Th2 pathway-associated interval has been linked to asthma, but its phenotype specificity and cross-ancestry architecture remain unclear. Methods: We analyzed African (AFR) and European (EU) ancestry datasets, including 9,965 asthma cases and 37,391 controls of AFR, and 6,074 cases and 116,255 controls of EU ancestry. Imputed dosage-based association analyses were performed for asthma, steroid-dependent asthma (SDA), and non-steroid-dependent asthma, followed by QC-filtered SDA remapping, leave-one-batch-out analysis, cross-ancestry comparison, and functional enrichment. Results: Strong regional association was observed only for SDA. After quality-control (QC) filtering, the SDA signal remained significant in both ancestries, with 2,280 genome-wide significant variants in AFR and 859 in EU. Cross-ancestry comparison identified 3,129 significant variants: 10 shared, 2,270 AFR-specific, and 849 EU-specific. Shared variants showed concordant effects, whereas 237 variants showed nominal heterogeneity. AFR-specific signals included PTPRC variants with larger effects in AFR. Functional enrichment suggested different biological emphases within the same interval: immune and contractile airway-wall biology in AFR, and additional neuroaxonal components in EU. Conclusions: The 1q31 interval is strongly associated with SDA in both AFR and EU populations, and its fine-scale architecture differs by ancestry. These findings highlight population-specific effects within a shared SDA susceptibility interval, with potential implications for population-informed precision medicine in steroid responsiveness and asthma management.

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Mapping the common and rare variant genetic risk landscape for pulmonary fibrosis with and without family history

Lucas, S.; Raspin, K.; Nelson, N.; Graham, P.; Chear, S.; Zappala, C.; Keir, G.; Goh, N.; Hopkins, P.; Ellis, S.; Navaratnam, V.; Cooper, W.; Glaspole, I.; Reynolds, P.; Chia, C.; Grainge, C.; Kendall, P.; Troy, L.; Nunez Martinez, N.; Peljto, A.; Fingerlin, T.; Schwartz, D.; Walsh, S.; Moodley, Y.; Walters, H.; Robertson, J.; Bryan, T.; Chambers, D.; Mackintosh, J.; Corte, T.; Dickinson, J. L.

2026-05-21 respiratory medicine 10.64898/2026.05.15.26351995 medRxiv
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Background Genetic studies to date are yet to define the major portion of the genetic risk for adult-onset pulmonary fibrosis (PF). Further the dearth of knowledge of clinically actionable variants for PF is hampering efforts to implement genetic testing to aid early diagnosis and improve disease management. Here we evaluated the contribution of rare and common variants to PF in cohorts with and without a family history of PF. Method Whole genome sequencing (WGS) was performed in a familial cohort comprising PF cases and their family members (85 individuals representing 55 families); and 122 cases from the Australian IPF Registry (AIPFR) with and without a self-reported family history of PF. WGS data were interrogated for rare potentially PF-causing variants in 33 genes previously associated with PF. Variants that were rare and predicted to be likely causative were formally curated using the American College of Medical Genetics and Association for Molecular Pathology (ACMG-AMP) guidelines. Additionally, to examine the common risk variant contribution, a weighted polygenic risk score (PRS) was generated using 16 previously IPF-associated common SNPs. PRS were generated from WGS for the 85 clinically confirmed familial cases and 122 AIPFR cases. In the remaining 202 AIPFR cases, PRS were generated from TaqMan genotyping data. Results Interrogation of WGS generated from 207 individuals with PF revealed multiple rare putative pathogenic variants in both familial and AIPFR cohorts. Formal curation revealed pathogenic (P) or likely pathogenic (LP) variants confirmed in TERT or RTEL1 in four families (7.3%) with the majority of remaining variants classified as variants of uncertain significance (VUS; 12.7%) in seven additional families. Amongst AIPFR participants, four variants met the threshold for classification as P/LP variants (3.3%), with a further six individuals found to harbour VUS following curation (4.9%). Overall weighted PRS did not differ significantly between individuals with familial PF or with no reported family history. However, PRS in all patient groups were significantly elevated compared with population controls. Conclusion VUS remain the major portion of rare variants identified in known PF -related genes. For ~80% individuals with a confirmed family history no potentially causative variants were identified in known PF related genes nor was there evidence that a high burden of common variants contributed to risk in these families. Similarly, we found no evidence that a high burden of common variants contributes to a significant proportion of risk PF in those individuals with no reported family history.

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Clinically relevant AAV8-PEX1 gene therapy preserves retinal integrity and function long-term in a murine model of Zellweger spectrum disorder

Omri, S.; Di Pietro, E.; McDougald, D. S.; Bennett, J.; Hacia, J. G.; Braverman, N.; Argyriou, C.

2026-05-14 genetics 10.64898/2026.05.11.723906 medRxiv
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Inherited retinal diseases (IRDs) are a heterogeneous group of genetic disorders that cause progressive vision loss. A subset of IRDs is associated with ubiquitously expressed genes involved in fundamental cellular processes, often resulting in multisystem disease. Among these is Zellweger spectrum disorder (ZSD), caused by pathogenic variants in PEX genes required for peroxisome biogenesis and function. There are no proven targeted disease-modifying treatments for ZSD, and it is unclear whether localized restoration of peroxisome function is sufficient to mitigate retinal degeneration. We previously demonstrated that HsPEX1 retinal gene augmentation therapy in a mouse model of mild ZSD homozygous for the murine equivalent (PEX1-p.[Gly844Asp]) of the most common deleterious allele in patients (PEX1-c.[2528G>A], PEX1-p.[Gly843Asp]), improved retinal electrophysiological response. Here, we present a comprehensive, dose-range evaluation of a re-designed, clinically relevant AAV8-delivered HsPEX1 subretinal gene therapy, employing expanded outcome measures. We observed a marked improvement in functional vision, retinal response, photoreceptor structure, retinal pigment epithelium integrity, subretinal inflammation, and peroxisomal metabolites, durable to the endpoint of 6 months post single subretinal injection. These studies provide preclinical proof-of-concept that localized retinal gene replacement can mitigate vision loss in peroxisome-mediated IRD.

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MITF is essential for autophagy in the retinal pigment epithelium

Garcia-Llorca, A.; Hermannsson, K.; Locri, F.; Andre, H.; Ogmundsdottir, M. H.; Steingrimsson, E.; Eysteinsson, T.

2026-05-25 cell biology 10.64898/2026.05.22.727222 medRxiv
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The Microphthalmia-associated transcription factor (MITF) plays a critical role in retinal pigment epithelium (RPE) development and function. Dysfunctional autophagy and lysosomal degradation in the RPE have been implicated in age-related retinal degeneration, yet the contribution of MITF to these pathways remains incompletely understood. Here, we show that reduced Mitf expression impairs autophagy in mouse and human RPE cells. Primary RPE cells from Mitfmi-vga9/+ heterozygotes mice displayed altered autophagic flux characterized by accumulation of LC3B-II and p62, while MITF knockdown in human ARPE-19 cells promoted autophagosome accumulation. Ultrastructural analysis further revealed age-dependent accumulation of autolysosomes and lipofuscin-like granules in mutant RPE cells. In addition, expression of autophagy-related genes was altered in mutant RPE tissue, supporting disrupted lysosomal-autophagic homeostasis. Together, our findings identify MITF as an important regulator of autophagy in the RPE and suggest that impaired MITF-dependent homeostasis may contribute to retinal degeneration.

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Pyridoxine supplementation confers protection against SGPL1R222Q variant sphingosine phosphate lyase insufficiency syndrome

Khan, R.; Allende, M. L.; Khalid, E.; Lee, J. Y.; Stone, E.; Smith, M. R.; Izuhara, A.; Buncha, V.; Gyarmati, G.; Peti-Peterdi, J.; Al-Khaledy, R. N.; Hodgin, J. B.; Tassew, G.; Oskouian, B.; Zhang, R.; Proia, R. L.; Saba, J. D.

2026-05-14 molecular biology 10.64898/2026.05.11.724358 medRxiv
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Sphingosine-1-phosphate lyase insufficiency syndrome (SPLIS) is a rare condition causing nephrotic syndrome, neuropathy, and other manifestations. SPLIS is caused by mutations in SGPL1, which encodes sphingosine-1-phosphate lyase (SPL), a pyridoxal 5-phosphate (PLP)-dependent enzyme needed to degrade the bioactive sphingolipid sphingosine-1-phosphate (S1P). Supplementation with the PLP precursor pyridoxine benefits some individuals with PLP-dependent enzymopathies. We sought to establish whether pyridoxine has therapeutic activity in SPLIS. Neurological improvement, plasma S1P normalization, and increased SPL activity in patient-derived fibroblasts were observed after pyridoxine supplementation in a patient with R222Q-variant SPLIS. Additionally, PLP dose-dependently augmented recombinant R222Q-variant SPL activity. To further explore pyridoxines effects, gene editing was employed to create an R222Q-variant SPLIS mouse model. SPLR222Q mice fed pyridoxine-enriched chow lacked obvious phenotypes. However, SPL inactivation, S1P accumulation, wasting, anemia, proteinuria, and glomerulosclerosis developed in SPLR222Q but not WT mice fed chow with reduced pyridoxine. Ultrastructural analysis and super-resolution microscopy showed podocyte loss and foot process effacement. Transcriptional profiling revealed a pattern of cytokine upregulation and extracellular matrix remodeling. Inhibiting S1P production prevented nephrosis in SPLR222Q mice fed chow lacking pyridoxine. Our findings establish a novel SPLIS mouse model that recapitulates R222Q-variant SPLIS, demonstrates its responsiveness to pyridoxine, and implicates S1P in its pathophysiology.

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Exploring the genetic architecture of multimorbidity and its impact on long COVID risk

Bauer, S. J. M.; Bowyer, R. C. E.; Bravo Merodio, L.; Gkoutos, G.; Vetrano, D.; Jackson, T.; Freidin, M. B.; Steves, C. J.

2026-05-20 genetic and genomic medicine 10.64898/2026.05.18.26353402 medRxiv
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Multimorbidity, the co-occurrence of multiple long-term conditions, represents a major challenge for ageing populations, yet its genetic architecture and relationship to long COVID remain unclear, despite shared epidemiological risk factors. We analysed multimorbidity patterns in 86,756 White British UK Biobank participants aged [≥]65 years, identifying six clusters spanning neurodegenerative, cardiac, gastrointestinal, musculoskeletal, vascular, and cancer & eye disease domains. Genome-wide association studies and post-GWAS analyses revealed significant loci in five clusters, including APOE, LPA, and CDKN2B-AS1, with patterns of genetic correlation consistent with known disease relationships. Notably, a shared variant within the APOE-APOC1 locus showed opposite effect directions for the musculoskeletal and vascular clusters, consistent with their negative genetic correlation. Investigating the multimorbidity-long COVID relationship via genetic correlation and Mendelian randomisation revealed no evidence of significant shared genetic architecture or causal effects. These findings indicate that multimorbidity clusters represent biologically structured, partly heritable phenotypes, whereas genetic overlap with long COVID appears limited.

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Rare genetic variants in the IIS/mTOR signalling pathway identified in exceptionally long-lived individuals show shared in vitro effects associated with lifespan across species

Neuerburg, M.; Smulders, L.; van den Akker, E. B.; Kolbe, D.; Artoni, F.; Brusius, I.; Hinterding, H.; Beltrame, L.; Pahl, R.; Suchiman, H. E. D.; Papadakis, A.; Beyer, A.; Beekman, M.; Nebel, A.; Slagboom, P. E.; Baghdadi, M.; Deelen, J.

2026-05-28 genetics 10.64898/2026.05.28.728260 medRxiv
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BackgroundThe increase in human lifespan without a proportional increase in healthspan imposes a substantial burden on individuals and society. Exceptionally long-lived individuals and members of long-lived families exhibit compression of multi-morbidity. Genetics, and in particular rare protein-altering variants, appear to play an important role in their longevity. MethodsIn this study, we employed a targeted pathway approach to provide functional evidence of the significance of rare variants in the insulin/insulin-like growth factor 1 signalling - mechanistic target of rapamycin (IIS/mTOR) signalling pathway identified in long-lived individuals. To this end, we used CRISPR/Cas9 to introduce these rare genetic variants into mouse embryonic stem cells (mESCs). We subsequently assessed several functional readouts that have previously been associated with lifespan regulation in model organisms and/or IIS/mTOR and mitogen-activated protein kinase/extracellular signal-regulated kinase (MAPK/ERK) signalling pathway activity. ResultsFunctional characterisation revealed that the variants exhibit both shared and distinct effects on the signalling pathways. Principal component analysis of omics-based datasets showed that the variants clustered into two groups, a distribution that corresponds with the grouping observed for a subset of functional readouts. All variant mESC lines exhibited a downregulation in IIS/mTOR and MAPK/ERK signalling pathway activity as well as an increase in Foxo3 expression and FOXO3 binding activity. We identified alterations in lipid and mitochondrial metabolism, including a reduction in mitochondrial DNA levels, which were mostly shared among all variants. All variant mESC lines exhibited a signature implying increased pluripotency. The effects on stress resistance and growth rate diverged between the two variant groups, with partially opposing effects. Group 1 demonstrated a reduced growth rate and increased resistance to a subset of stressors, while Group 2 demonstrated an increased growth rate and reduced resistance to a subset of stressors. ConclusionsHere, we provide evidence that rare genetic variants in the IIS/mTOR and MAPK/ERK signalling pathways identified in long-lived human individuals result in shared functional effects associated with longevity in model organisms. These insights can serve as a foundation to better understand the role of rare variants in the insulin signalling network in the regulation of human longevity. O_FIG O_LINKSMALLFIG WIDTH=200 HEIGHT=68 SRC="FIGDIR/small/728260v1_ufig1.gif" ALT="Figure 1"> View larger version (18K): org.highwire.dtl.DTLVardef@1bf5ebdorg.highwire.dtl.DTLVardef@e4e5dcorg.highwire.dtl.DTLVardef@1aee276org.highwire.dtl.DTLVardef@95f170_HPS_FORMAT_FIGEXP M_FIG C_FIG

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In vitro splice-switching oligonucleotide rescues aberrant GFM2 pseudoexon inclusion and restores mitochondrial activity

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.

2026-06-01 genetic and genomic medicine 10.64898/2026.05.28.26354078 medRxiv
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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.

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SMCHD1 is a novel target for gene-activation therapy to treat Prader-Willi Syndrome

Iminitoff, M.; Le Fevre, A.; Cameron, T.; Vanyai, H. K.; Chew, C.; Kinkel, S. A.; Breslin, K.; Theiss, S.; Gouil, Q.; Thomas, M.; Murphy, J. M.; Schaaf, C. P.; Keniry, A.; Blewitt, M. E.

2026-05-14 genetics 10.64898/2026.05.13.725051 medRxiv
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Prader-Willi Syndrome (PWS) is a neurodevelopmental disorder caused by lack of gene expression from the active paternal allele at an imprinted gene cluster on chromosome 15. Current treatments have limited efficacy as they target individual symptoms rather than the underlying cause of disease. All patients preserve a normal, yet epigenetically-silenced, copy of the PWS cluster genes; activation of this imprinted copy to restore necessary gene expression is an appealing option for tackling the root of the disorder. Here we have addressed the potential to activate these silent maternal genes by targeting the epigenetic regulator Structural Maintenance of Chromosomes Hinge domain containing 1 (SMCHD1). First, we expanded the role of SMCHD1 in repressing the PWS cluster from mice to humans, a critical step if SMCHD1 is to be a drug target. Second, we discovered that SMCHD1 represses the entire PWS locus in neural lineages, extending its previously known role at only half of the PWS genes. We show that deleting Smchd1 after early development in vivo is effective at causing PWS gene-activation in disease-relevant mouse tissues including hypothalamus, and that this has beneficial effects on phenotypes observed in a PWS mouse model. Despite SMCHD1 having a role in gene silencing elsewhere in the genome, our data suggest that targeting SMCHD1 after early development is remarkably safe. Taken together, these data propose SMCHD1 as a novel target for gene-activation therapy for PWS.

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Loss of 7-Dehydrocholesterol Reductase-mediated cholesterol biosynthesis activates IRF3 and inhibits control of Mycobacterium marinum infection

Sui, X.; Han, D. J.; Costa, D. M.; Jacob, V.; Oehlers, S. H.

2026-05-12 immunology 10.64898/2026.05.07.723652 medRxiv
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Cholesterol immunometabolism is a critical controller of immunopathology in respiratory infections such as tuberculosis. Smith-Lemli-Opitz syndrome (SLOS) patients are affected by a loss of 7-dehydrocholesterol reductase (DHCR7) function and have elevated 7-dehydrocholesterol (7DHC) and reduced cholesterol. Increased 7DHC has been found to be protective against viral infections in a range of infection models however SLOS patients have a higher susceptibility to respiratory infection. Here we use the zebrafish-Mycobacterium marinum infection model to demonstrate a compromised innate immune response to bacterial infection in the absence of dhcr7. We correlate increased 7DHC with increased activation of the IRF3/type I interferon axis and demonstrate Irf3 is a targetable signaling node to restore anti-bacterial immunity in a dhcr7-depleted background. Plain English summaryLoss of 7-dehydrocholesterol reductase causes Smith-Lemli-Opitz syndrome. One of the metabolic features of Smith-Lemli-Opitz syndrome is increased 7-dehydrocholesterol (7DHC). We find increased 7DHC inhibits the ability of zebrafish to control mycobacterial infection by mis-activating an antiviral immune response at the expense of a protective anti-bacterial immune response. Our study suggests the susceptibility to respiratory infections and increased neuroinflammation in Smith-Lemli-Opitz syndrome could be treated by targeting the antiviral protein IRF3.

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Population nuclear mitochondrial disease risk estimated from nuclear disease gene variants in a healthy older cohort

Watson, E. C.; Ravishankar, S.; Hobbs, M.; Copty, J.; Yu, C.; Kummerfeld, S.; Liang, C.; Lacaze, P.; Davis, R.; Sue, C. M.

2026-05-18 neurology 10.64898/2026.05.14.26353160 medRxiv
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Mitochondrial diseases (MDs) are genetically and phenotypically diverse and can be difficult to diagnose. Prevalence estimates derive largely from diagnosed cases and may underestimate population MD risk. Population-based studies are limited in scope and number but indicate MD variants are common. As genomic sequencing advances have made comprehensive population-based evaluation feasible, we sought to evaluate nuclear MD variation in a population cohort to understand variant prevalence and differences in MD risk estimates We identified disease-associated nuclear gene variants in 270 nuclear MD genes across 2,845 healthy older individuals in the Medical Genome Reference Bank. From Pathogenic or Likely Pathogenic Variants (PLPVs) we estimated autosomal recessive (AR) and autosomal dominant (AD) MD risk for individual genes and all nuclear variant-associated MDs. We identified 554 PLPV alleles representing 357 unique variants in 145 genes. Combined AR MD risk was estimated at 25.8 per 100,000 (95% CI 18.7 to 32.9), or 1 in 3,880 individuals. SPG7 (12.65 per 100,000; 95% CI 7.52-20.6) and POLG (4.23 per 100,000; 95% CI 2.10-8.01) contributed the greatest single gene AR MD risks and OPA1 variants posed the greatest AD MD risk. We observed a high rate of MD-associated nuclear gene variation in this healthy older cohort. The estimated lifetime AR MD risk was higher than commonly quoted prevalence estimates for all MDs, and the presence of common AD variants suggests variant penetrance may be lower than previously understood. These data help contextualise population MD risk and may inform clinical counselling and care.

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When can whole-genome SNP heritability be reliably estimated from summary statistics?

Pham, B. K.; Davenport, S.; Azriel, D.; Schwartzman, A.

2026-05-16 genetics 10.64898/2026.05.13.724972 medRxiv
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LD Score Regression (LDSC) is a prominent method, which estimates whole-genome SNP heritability from summary statistics via the slope of a linear regression of GWAS test statistics corresponding to a trait of interest against LD scores. It was claimed by the LDSC authors that the free intercept in the regression accounts for confounding bias such as population stratification. In this study, we argue that the intercept in LDSC must be fixed to 1 for accurate SNP heritability estimation. We show both theoretically and with simulations that the estimated intercept does not accurately capture population stratification effects, and that it adversely affects the accuracy of the heritability estimate introducing bias and increasing variance. Fixing the intercept to 1 eliminates bias and reduces variance when no population stratification is present. On the other hand, under population stratification, LDSC is biased with both the free and the fixed intercept. Additionally, we show that estimated standard errors in LDSC are underestimated, potentially leading to false-positives in downstream GWAS analyses.

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Exercise based Intervention For Metabolic Inflexibility Linked With Lipid Storage Myopathy Using Innovative CRISPR Etf-QO Mutant Knock-in Models

Budhathoki, S.; Guo, Y.; Doamekpor, M.; Melkani, G. C.

2026-05-20 cell biology 10.64898/2026.05.18.726022 medRxiv
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Multiple acyl-CoA dehydrogenase deficiency (MADD) is a mitochondrial lipid storage myopathy characterized by impaired fatty acid {beta}-oxidation, mitochondrial dysfunction, and progressive neuromuscular and cardiac disease. MADD is most commonly caused by pathogenic variants in electron transfer flavoprotein dehydrogenase (ETFDH), which encodes electron transfer flavoprotein-ubiquinone oxidoreductase (Etf-QO), a critical redox enzyme that transfers electrons from acyl-CoA dehydrogenases to the mitochondrial electron transport chain. Defective Etf-QO activity disrupts electron flow, promotes reactive oxygen species (ROS) production, and impairs cellular energy metabolism, linking abnormal lipid oxidation to oxidative stress-mediated tissue damage. To investigate the role of redox imbalance in MADD pathogenesis, we generated CRISPR/Cas9 knock-in Drosophila melanogaster models carrying patient-relevant Etf-QO missense mutations (L127R, S296C, and L399F; corresponding to human L138R, S307C, and L409F) within conserved FAD- and ubiquinone-binding domains. Mutant flies developed progressive locomotor impairment, reduced muscle performance, and marked lipid droplet accumulation in skeletal muscle, cardiac tissue, and fat bodies, indicating systemic defects in mitochondrial lipid utilization. Cardiac analyses demonstrated reduced fractional shortening, prolonged heart period, and increased arrhythmia index, consistent with metabolic cardiomyopathy associated with mitochondrial oxidative stress. In vivo respirometry revealed significantly decreased oxygen consumption, reflecting impaired oxidative phosphorylation. At the molecular level, mutant flies exhibited elevated ROS levels and ATP depletion, accompanied by increased expression of AMPK, PGC-1, and Tfam, suggesting activation of energy stress signaling and compensatory mitochondrial biogenesis. Importantly, endurance exercise significantly improved locomotor and cardiac function while reducing lipid accumulation and oxidative stress. Together, these findings establish a redox-centered in vivo model of MADD and identify oxidative stress as a major driver of disease pathology and a potential therapeutic target.