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Muscle & Nerve

Wiley

Preprints posted in the last 30 days, ranked by how well they match Muscle & Nerve's content profile, based on 10 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.

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A primary human muscle cell-based assay for detecting myasthenia gravis autoantibody binding and assessing AChR cluster impairment

Wolfsgruber, M.; Zimmermann, A.-S.; Starnberger, K.; Duckova, T.; Keritam, O.; Woehrleitner, A.; Weng, R.; Doksani, P.; Rocha, M.; Matus, N.; Tripkovic, K.; Pervez, M.; Fernandes-Rosenegger, P.; Faber, F.; Elmas, C.; Fichtner, M.; Maestri Tassoni, M.; Cetin, H.; Hoeftberger, R.; Zimprich, F.; Herbst, R.; Albrecht, C.; Hoffmann, S.; Weigl, L.; Winter, L.; Koneczny, I.

2026-08-13 neuroscience 10.64898/2026.08.10.743478 medRxiv
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Myasthenia gravis (MG) is an autoimmune disease caused by pathogenic autoantibodies against proteins at the neuromuscular junction (NMJ). The diagnosis and clinical management of MG patients largely relies on the detection of antigen-specific autoantibodies targeting acetylcholine receptor (AChR) or muscle-specific kinase (MuSK). Yet a subset of patients remains seronegative for known MG autoantibodies, highlighting a critical need for alternative approaches to identify pathogenic NMJ antibodies. We established a new human in vitro model of the NMJ based on primary human muscle cells that recapitulates key features of the NMJ: differentiation to myotubes, expression of key NMJ proteins and formation of postsynaptic AChR clusters in response to agrin stimulation. The model allows new insights into myogenesis and genetic muscle diseases, and the new muscle cell-based assay (CBA) detected autoantibodies in sera from patients with AChR- and MuSK-positive MG with 96.43% sensitivity and 100% specificity, while healthy control sera showed no reactivity. Incubation with patient sera significantly reduced AChR clustering compared to controls, demonstrating functional pathogenic effects. Thus, we established a physiologically relevant human NMJ model that enables detection and functional characterization of neuromuscular autoantibodies. This novel approach addresses a key limitation of current antigen-specific diagnostics and provides a method for improved detection and characterization of MG antibodies, independent of antigen specificity. One Sentence SummaryWe established a postsynaptic human in vitro neuromuscular junction model to assess binding and pathogenicity of MG autoantibodies. Key messagesO_ST_ABSWhat is already known on this topic?C_ST_ABSCurrent diagnosis of myasthenia gravis (MG) relies largely on the detection of antigen-specific autoantibodies against AChR and MuSK, leaving a clinically relevant subset of patients seronegative. What are the new findings?We established a physiologically relevant human in vitro neuromuscular junction model based on primary human muscle cells and developed a novel muscle cell-based assay (CBA) for the detection of neuromuscular autoantibodies. How might this impact on clinical practice or future developments?The CBA detected autoantibodies in patients with AChR- or MuSK-positive MG with high sensitivity and specificity and demonstrated their functional pathogenic effects on AChR clustering. This antigen-independent approach may improve the detection and functional characterization of MG autoantibodies, particularly in patients who are seronegative in current diagnostic assays. O_FIG O_LINKSMALLFIG WIDTH=200 HEIGHT=130 SRC="FIGDIR/small/743478v1_ufig1.gif" ALT="Figure 1000"> View larger version (38K): org.highwire.dtl.DTLVardef@18ed154org.highwire.dtl.DTLVardef@151036corg.highwire.dtl.DTLVardef@1b7ab34org.highwire.dtl.DTLVardef@1490fe9_HPS_FORMAT_FIGEXP M_FIG C_FIG

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Sequential VEGF-A165 plasmid and AAV-follistatin gene therapy enhances muscle hypertrophy and capillarisation in C57BL/6 mice

Vakhrusheva, A.; Nedorubov, A.; Leshko, V.; Morgunov, I.

2026-08-28 physiology 10.64898/2026.08.26.747237 medRxiv
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Introduction. Skeletal muscle loss in sarcopenia and neuromuscular disorders remains a major unmet medical need. AAV9-delivered follistatin (FST), a myostatin/activin antagonist, induces muscle hypertrophy; however, fibre growth without adequate vascular adaptation may limit therapeutic efficacy. We evaluated whether co-administration of a VEGF-A165 plasmid enhances the hypertrophic and angiogenic effects of intramuscular AAV-FST gene transfer in C57BL/6 mice. Methods. Thirty-six C57BL/6 mice (18 males, 18 females) were assigned to PBS vehicle (n=10), AAV-FST (1 x 10^11 vg; n=10), VEGF plasmid (100 ug; n=6), or combination treatment (VEGF plus AAV-FST; n=10). The contralateral hindlimb served as an internal control. Endpoints at Day 115 included hindlimb muscle mass ratio (R/L), transgene expression, FST protein levels, muscle fibre morphometry, capillary density, and safety assessments. Results. Combination therapy produced the highest R/L ratio (1.176 +/- 0.091; p=0.004; d=2.04), whereas AAV-FST alone showed a borderline effect (R/L=1.113; p=0.050). Compared with AAV-FST monotherapy, combination treatment increased muscle FST mRNA approximately 2.1-fold, protein levels approximately 2.0-fold, and the muscle-to-liver expression ratio 2.6-fold. It also induced larger muscle fibres and doubled CD31+ vessel counts versus AAV-FST alone, indicating simultaneous hypertrophy and angiogenesis. No adverse haematological, biochemical, or histopathological findings were observed. Discussion. Combined AAV-FST and VEGF therapy enhanced local muscle hypertrophy, increased capillary density, and improved the muscle-to-liver transgene expression profile compared with AAV-FST monotherapy. The regimen was well tolerated and supports further evaluation of angiogenic preconditioning as a strategy to improve muscle-directed gene therapy for muscle-wasting disorders.

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Patient and Surgeon Willingness to Participate in a Randomized Trial of Surgery Versus Observation for Mild Cervical Spondylotic Myelopathy: A Cross-Sectional Survey Study

Arkam, F.; Zeng, X.; Goldstein, E.; Badhiwala, J.; Chan, A. K.; Cheng, A. L.; Chou, D.; Colman, M.; Ghogawala, Z.; Godzik, J.; Kelly, M. P.; Mroz, T. E.; Orosz, L.; Park, P.; Patel, A. A.; Potts, E. A.; Schechtman, K. B.; Steinmetz, M. P.; Xiong, G. X.; Yakdan, S.; Zhang, L.; Neuman, B. J.; Sasso, R. C.; Rhee, J.; Ray, W. Z.; Politi, M. C.; Greenberg, J. K.

2026-08-21 orthopedics 10.64898/2026.08.18.26360719 medRxiv
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Background Cervical spondylotic myelopathy (CSM) is the most common cause of nontraumatic spinal cord dysfunction in adults. For mild disease, guidelines recommend shared decision-making between surgery and structured rehabilitation on the basis of clinical equipoise, yet no comparative effectiveness study has reported outcomes in this population. Whether a randomized trial is feasible is unknown. Methods We conducted two cross-sectional surveys between December 2025 and July 2026: one of patients with surgeon-confirmed CSM recruited from academic outpatient spine clinics, and one of practicing neurosurgical and orthopedic spine surgeons. Respondents rated willingness to participate in (1) a randomized trial of early surgery versus observation and (2) a prospective observational study in which treatment was patient-selected. Responses of likely or very likely were classified as willing. Groups were compared using Fisher exact tests, designs within respondents using exact McNemar tests, and predictors using univariable logistic regression. Results Fifty-four patients and 52 surgeons completed the surveys. Patients were markedly less willing than surgeons to accept randomization (15 of 54, 27.8% versus 44 of 52, 84.6%; p < 0.001). Both groups accepted the observational design (39 of 54, 72.2% versus 51 of 52, 98.1%; p < 0.001), and 26 of 39 patients unwilling to be randomized were willing to enroll in an observational study (p < 0.001). Willingness to be randomized did not differ across mJOA severity (mild 30.4%, moderate 25.0%, severe 27.3%; p = 0.93). Among patients declining randomization, 85.2% cited a wish to retain control over treatment, whereas fear of surgery was cited by one respondent. Forty-five surgeons (86.5%) considered both surgery and observation reasonable, and preference was divided (46.2% favoring early surgery, 48.1% favoring initial observation). Conclusions Surgeons report equipoise and high willingness to randomize, but most patients would decline random allocation, citing a wish to retain treatment choice rather than fear or distrust. A prospective observational study appears the more feasible route to comparative evidence in mild CSM. Feasibility assessments restricted to clinicians may substantially overestimate attainable accrual.

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Sex Differences in Motor Unit Properties and Force Steadiness: Insights from Strength-Matched Elbow Flexion

Alaei, P.; Larocque, K. A.; Kim, C.; Jakobi, J.

2026-08-12 physiology 10.64898/2026.08.06.742881 medRxiv
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Sex-related differences in force steadiness are often attributed to maximal strength and motor unit (MU) properties, but their independent contributions remain unclear. This study strength-matched females and males to remove the influence of maximal strength and determine whether MU properties are associated with sex-related differences in force steadiness. Twelve young adults (6 females) were matched for elbow flexion strength (females, 188.6{+/-}15.6 N; males, 199.7{+/-}24.8 N, p=0.4). Both groups performed submaximal isometric elbow flexion contractions at 2.5%, 5%, 10%, 15%, and 25% MVC. The MU recruitment thresholds (RT), discharge rates (MUDR), and coefficient of variation of interspike intervals (CVISI) were measured from intramuscular fine wire electromyography (EMG) electrodes. Force steadiness was quantified as the standard deviation (SD) and coefficient of variation (CV) of force. Across forces, SD and CV of force did not differ between females and males (p>0.05). Females had a higher recruitment threshold than males (p<0.05). Females had higher MUDR at 15% and 25% MVC (p<0.02), while males were higher at 5% MVC (p=0.02). The CVISI was greater in females (p<0.001) and positively correlated with SD of force (r=0.2) and negatively with CV of force (r=-0.2) in females and males. When strength was matched, sex-related differences in force steadiness were not evident. However, females exhibited higher MU recruitment thresholds, MUDR and CVISI. Despite greater CVISI in females, these differences did not translate into greater force fluctuations, suggesting that individual MU discharge variability is not a primary predictor of force steadiness when maximal strength is controlled. NEW & NOTEWORTHYO_LIStrength matching eliminated sex-related differences in elbow flexor force steadiness. C_LIO_LIFemales achieved similar force steadiness using higher MU recruitment thresholds and discharge rates, particularly in the short head of the biceps brachii. C_LIO_LIIn females, the greater variability in motor unit discharge was not associated with reduced force steadiness. C_LI

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A Framework For Large-Scale Reconstruction Of Extended Pedigrees To Facilitate Gene Discovery In ALS

van Oosten, D.; Beele, P.; Wang, B.-n.; Plasmans, S. J.; Wolthuis, N.; van den Berg, K.; Blom, M. P. T.; Meyjes, M.; van der Schoot, N. D.; Vergunst-Bosch, H.; Kok, A. R.; van der Ven, L. J.; van Es, M. A.; van den Berg, L. H.; Veldink, J. H.; van Rheenen, W.

2026-08-27 genetic and genomic medicine 10.64898/2026.08.21.26360249 medRxiv
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Importance: With emerging gene-targeted therapies in amyotrophic lateral sclerosis (ALS), gene discoveries and genetic diagnoses provide a crucial path to treatment. Pathogenic variants with moderate effect or incomplete penetrance, however, remain unidentified in genome-wide association studies and can appear sporadic in small modern-day pedigrees. Lack of recognition of familial clustering of ALS, in turn, limits opportunities for gene discovery, genetic diagnosis, risk counseling, and treatment. Objective: To determine the power of automated reconstruction of extended pedigrees, integrating archive records and genetic relatedness, in gene-discovery studies. Design: Retrospective observational study of Dutch ALS patients with the C9orf72 hexanucleotide repeat expansion (HRE), combining clinical family history, civil records, and genome-wide genotyping for relatedness and identity-by-descent (IBD) inference. Setting: National, population-based ALS cohort from the Netherlands and digitized population archives enabling systematic reconstruction of extended pedigrees. Participants: Individuals with ALS and a confirmed C9orf72 HRE. Participants must have provided a clinical family history and traceable Dutch ancestry documented in population archives. Main Outcomes and Measures: The primary outcome was the proportion of C9orf72 HRE carriers with newly identified (distant) relatives with ALS compared with clinical family history. The secondary outcome was the precision of IBD-based methods to fine-map the C9orf72 HRE. Other outcomes included phenotypic similarities between distantly related patients. Results: Among 238 C9orf72 HRE carriers, 91 could be included in one of 39 extended pedigrees dating back to ~1800, with relationships up to the eighth degree of relatedness. Compared with clinical family history alone, our approach increased the number of identified relationships by 2.5-fold. Genome-wide IBD analysis revealed shared haplotypes encompassing the C9orf72 HRE in 94% of pedigrees by [&ge;]7 meioses in 25.7-127.8 centimorgans total IBD shared. Conclusions and Relevance: Large-scale interrogation of archives facilitates reconstruction of extended pedigrees for ALS patients carrying the C9orf72 HRE. This combined genealogical-genetic approach supports the reclassification of apparently sporadic cases, facilitates the discovery of new disease-causing variants in ALS, and is generalizable to other late-onset neurodegenerative diseases. Automated pedigree reconstruction from genealogical data and visualization in an interactive databrowser are implemented in the open-source Mangrove software.

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Rituximab for autoimmune myasthenic syndromes: a retrospective cohort study in myasthenia gravis and Lambert-Eaton myasthenic syndrome

Chamani Cheri, R.; Grittner, U.; Doksani, P.; Dusemund, C.; Gerischer, L.; Herdick, M. L.; Hoffmann, S.; Lehnerer, S.; Stascheit, F.; Stein, M.; Meisel, A.; Mergenthaler, P.

2026-08-21 neurology 10.64898/2026.08.18.26360320 medRxiv
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INTRODUCTION Myasthenia gravis (MG) and Lambert-Eaton myasthenic syndrome (LEMS) are autoimmune diseases of the neuromuscular junction resulting in fatigable muscle weakness. Rituximab (RTX) is used to treat patients refractory to standard immunosuppression, but evidence for its efficacy remains inconsistent. Here, we analyzed real-world data on the clinical course and side effects of RTX in MG and LEMS patients. METHODS This was a single-center study of all patients diagnosed with MG (n=64) or LEMS (n=5) treated with RTX from 2011 until 2021. Outcomes of RTX treatment were recorded retrospectively with Myasthenia Gravis Foundation of America Post-Intervention Status (MGFA-PIS), number of rescue therapies, myasthenic crises, and steroid dose at 1-year and 2-year follow-ups. RESULTS MGFA-PIS improved at both 1-year (y) and 2-y follow-up compared with baseline. Incidence rates of rescue therapies per 100 person-months (95% CI) decreased from 15.0 (11.8-18.8) at baseline to 7.5 (4.7-12.3) at 1-y and 4.3 (2.5-7.8) at 2y-follow-up. The number of patients without myasthenic crises within one year increased from baseline (49, 86.0%) to 1y-follow-up (55, 96.5%). Median (IQR) daily steroid dose decreased from 10 (5-22.5) mg/d at baseline to 4 (0-10) mg/d at 1y-follow-up, and to 2.5 (0-10) mg/d at 2y-follow-up. CONCLUSION This study indicates that RTX was associated with a stabilized clinical course and decreased steroid use in patients with autoimmune myasthenic syndromes, including those with thymoma-associated MG. Our data suggest that therapeutic benefit is apparent within the first year of treatment and is maintained through two years.

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Epigenetic dysregulation of Th2 cytokine genes in MuSK myasthenia gravis and its modulation by immunosuppressive therapy

Elmas, C.; Stoccoro, A.; Lari, M.; Salehi, F.; Iovino, V.; Cepele, A.; Huber, J.; Faber, F.; Wolfsgruber, M.; Keritam, O.; Weng, R.; Steinmaurer, A.; Koenig, T.; Guida, M.; Cetin, H.; Zimprich, F.; Hoeftberger, R.; Maestri Tassoni, M.; Coppede, F.; Koneczny, I.

2026-08-11 immunology 10.64898/2026.08.05.742975 medRxiv
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Background and objectivesMyasthenia gravis associated with antibodies against muscle-specific kinase (MuSK-MG) is a well-characterized IgG4-autoimmune disease, however, the mechanisms driving IgG4 predominance remain poorly understood. This study investigated whether promoter DNA methylation of cytokine genes involved in IgG4 class switching is associated with this immune response. MethodsPeripheral blood mononuclear cells were isolated from MuSK-MG patients (n=36), acetylcholine receptor myasthenia gravis (AChR-MG) patients as disease controls (n=7), and sex-matched healthy controls (n=12). Promoter DNA methylation of IL4, IL10, and IL13 was assessed by methylation-sensitive high-resolution melting and relative cytokine mRNA expression by qPCR. Associations with clinical variables, and antibody levels were subsequently evaluated. ResultsMuSK-MG patients showed lower median IL13 promoter methylation compared with healthy controls (p = 0.004). Median IL4 promoter methylation was also reduced in MuSK-MG compared with healthy controls (p < 0.001) and AChR-MG disease controls (p < 0.001), whereas no differences were observed for IL10 promoter methylation. Relative mRNA expression of IL4 (p = 0.0005), IL10 (p = 0.0462), and IL13 (p = 0.0002) was increased in MuSK-MG compared with AChR-MG. Compared with healthy controls, only IL4 expression remained significantly increased (p < 0.0001). Promoter methylation was inversely correlated with relative mRNA expression for IL4 (p < 0.0001), while IL13 showed a similar but non-significant trend (p = 0.054), no association was observed for IL10. Multivariable analysis demonstrated that treatment at sampling was independently associated with lower IL10 and IL13 promoter methylation, whereas no associations were observed with age, sex, disease phase, or disease duration. Promoter methylation did not correlate with total serum IgG4 or anti-MuSK IgG4 levels. DiscussionMuSK-MG is associated with selective hypomethylation of IL4 and IL13 promoters accompanied by increased cytokine gene expression, while IL10 promoter methylation remains unchanged. The association between treatment and IL10 and IL13 promoter methylation suggests that immunosuppressive therapy may influence epigenetic regulation in MuSK-MG. Together, these findings support a role for epigenetic dysregulation of Th2-associated cytokines in the immunological environment associated with IgG4 subclass switch. To our knowledge, this is the first study investigating IL4, IL10, and IL13 promoter DNA methylation in MuSK-MG.

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Enrichment of Repeat Expansions in FGF14 Associated with Amyotrophic Lateral Sclerosis

Ma, S.; West, P. K.; Trinh, A.; Yang, A.; Dolzhenko, E.; Al Khleifat, A.; Ali, A.; Iacoangeli, A.; Wong, T.; Akkari, P. A.; Ellis-Ovadia, N.; Faruq, M.; Al-Chalabi, A.; Harms, M. B.; Heiman-Patterson, T. D.; Bedlack, R.; Stromme, M.

2026-08-18 genetic and genomic medicine 10.64898/2026.08.16.26351538 medRxiv
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Amyotrophic Lateral Sclerosis (ALS) is a neurodegenerative disease characterised by progressive motor neuron loss and corticospinal tract degeneration. The genetic landscape of ALS is complex, with increasing recognition of shared genetic and phenotypic features with other neurodegenerative conditions, particularly those involving repeat expansions. Given that repeat expansions in disorders like spinocerebellar ataxia type 27B (SCA27B), caused by an intronic GAA repeat expansion in Fibroblast Growth Factor 14 (FGF14), are recognised to extend beyond cerebellar ataxia with frequent pyramidal signs, we hypothesised that FGF14 repeat expansions might also contribute to ALS and degeneration of corticospinal pathways, and sought to investigate whether repeat length is associated with clinical phenotype. We screened 62 individuals with ALS using PacBio HiFi long-read whole-genome sequencing and compared repeat-size distributions with 256 healthy controls from the Human Pangenome Reference Consortium. Repeat expansions were confirmed using flanking PCR and repeat-primed PCR. We identified pathogenic-range FGF14 GAA [&ge;]250 expansions, the established threshold for SCA27B, in 3/62 ALS cases (4.8%) and none in controls. Further analysis revealed that GAA expansions [&ge;]200 repeats were enriched in ALS compared to controls (8.1% vs 0.4%; p = 0.0013), suggesting a broader pathogenic spectrum for FGF14 GAA repeats in ALS. In contrast, GAAGGA expansions were not significantly associated. Expanded pure GAA alleles were predicted to form triplex (H-DNA) structures, with the repeat-containing isoform (1B) being the predominant FGF14 transcript in motor neurons. These findings demonstrate that FGF14 GAA repeat expansions extend into the motor neuron disease spectrum.

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Test-Retest Reliability of Motor Evoked Potentials Across Eight Bilateral Lower-Limb Muscles

Willson, K.; mojtabavi, h.; Wolpaw, J. R.; Hardesty, R. L.

2026-09-01 neuroscience 10.64898/2026.08.26.747367 medRxiv
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Objectives: Transcranial magnetic stimulation (TMS) is widely used to probe corticospinal excitability by eliciting motor evoked potential (MEP)s in targeted muscles, with MEP characteristics such as magnitude and latency reflecting the physiological state of the pathways being stimulated. Although numerous studies have examined MEP reliability in upper extremity muscles, less is known about the reliability of this measurement across the lower extremity. We hypothesized that inter-session, test-retest reliability of MEPs recorded simultaneously from multiple lower-limb muscles, from a single TMS location, would differ by muscle, stimulation intensity, and quantification method. Materials and Methods: Ten healthy participants (5 males, 5 females) completed three TMS sessions separated by atleast one week. At each session, the stimulation hotspot was identified using a five-location virtual grid anchored at the vertex, with electromyography (EMG) recorded from all eight muscles of interest at each grid location; the grid location producing the largest and most consistent MEPs in the tibialis anterior (TA), the primary target muscle, was selected as the stimulation site and held constant across all three sessions. MEPs were then recorded bilaterally from the TA, soleus, rectus femoris, and biceps femoris muscles at two stimulation intensities (110% and 120% resting motor threshold (RMT)). MEP size was quantified using mean rectified magnitude and peak-to-peak amplitude, and inter-session reliability was assessed using intraclass correlation coefficients (ICC). Bland-Altman analysis was used to characterize the range of measurement variability across all eight muscles. Results: MEP size differed across sessions, and reliability varied by muscle, intensity, and quantification method. The highest reliability was observed in the right TA, the muscle used to establish the stimulation hotspot, using mean rectified magnitude at 120% RMT. Reliability was comparatively lower in the seven non-target muscles recorded from the same fixed stimulation site, indicating that MEP consistency was not uniform across the lower-limb musculature. Conclusions: MEP reliability in the lower extremity depends heavily on the muscle, stimulation intensity, and quantification method used, and is highest in the muscle for which the stimulation site was optimized. These findings support the interpretation that coil positioning targeted to a specific muscle yields more consistent responses in that muscle than in others recorded from the same fixed site, and underscore the importance of careful muscle selection and hotspot optimization when designing TMS protocols for longitudinal or clinical lower-limb research.

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Predicting gait patterns from actionable impairments in Duchenne muscular dystrophy: A Machine Learning and Explainable Artificial Intelligence study

Vandekerckhove, I.; Lismont, B.; De Laet, T.

2026-08-26 rehabilitation medicine and physical therapy 10.64898/2026.08.24.26361175 medRxiv
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Background: Prolonging ambulation is an important treatment goal in children with Duchenne muscular dystrophy (DMD). Clinical management targets 'actionable' (i.e., modifiable) impairments, such as progressive muscle weakness and contractures, that underlie gait pathology. Gait classification may improve clinical decision-making, but the utility of gait classification in clinical practice depends on understanding how underlying, actionable impairments contribute to distinct gait patterns, which remains insufficiently understood. The research questions were: (1) Can DMD gait patterns be accurately classified from actionable impairments? and (2) Can the model's predictions be explained, and do these explanations provide clinical utility and increase trust in the model? Methods: A retrospective dataset of 274 lower-limb observations from 137 assessments in 30 boys with DMD was analyzed, including 3D gait analysis, instrumented strength assessment, and clinical examination (manual muscle testing, goniometry and clinical stiffness scale). Observations were classified into the mildly affected, tiptoeing, or flexion gait pattern. Ten predictors representing actionable impairments were included: nine predictors related to muscle weakness and contractures, and body mass index (BMI). A balanced random forest classifier was evaluated with leave-one-group-out cross-validation. Model interpretability was explored using SHapley Additive exPlanations to generate global and local explanations. An interview with a clinical expert assessed the utility of the explanations as the primary outcome, with trust in and expectations of both the model and the explanations as secondary outcomes. Results: The model achieved an accuracy of 74.5%. Global explanations identified hip and knee weakness, gastrocnemius-soleus contractures, and BMI as the most important predictors across gait patterns. Local explanations illustrated how patient-specific impairments informed individual predictions. The user study demonstrated the clinical utility of the explanations, as they were perceived as interpretable, provided useful insights, and these insights were actionable. The explanations largely aligned with the expectations and increased self-reported trust in the model. Conclusions: Gait patterns in DMD can be predicted from clinically actionable impairments, and explainable artificial intelligence can translate model outputs into meaningful clinical insights. This approach is promising for supporting both general and personalized rehabilitation and orthopedic strategies aimed at prolonging ambulation in DMD. Further validation in larger, multi-center cohorts is needed.

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An interpretable, formally verified point-of-care ultrasound risk equation for difficult videolaryngoscopy: development and internal validation

Oyarzun-Silva, R. A.; Hernandez-Hernandez, P.; Fernandez-Vaquero, M. A.; De Luis-Cabezon, N.

2026-09-02 anesthesia 10.64898/2026.08.28.26361621 medRxiv
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Background. Videolaryngoscopy still requires adjuncts or hyperangulated rescue in a clinically important minority, and bedside screening discriminates modestly. Point-of-care ultrasound (POCUS) of the anterior airway is a promising alternative, but existing prediction models are opaque or assume a pre-specified functional form. We developed and internally validated a parsimonious, fully disclosed POCUS risk equation whose form is recovered from data and whose structural properties are machine-checked by formal proof - to our knowledge the first formally verified clinical risk predictor - following TRIPOD+AI 2024. Methods. In a prospective single-centre, single-operator cohort of 259 adults undergoing elective videolaryngoscopy (no-Easy airway 68/259, 26.3%), Sequentially Thresholded Least Squares with bootstrap stability selection (B=300) screened a 71-term library of nine POCUS features and retained a seven-term logistic equation; a two-term bootstrap-stable model was pre-specified as robustness analysis. Internal validation used 5x10 repeated cross-validation plus temporal and device hold-outs, with pre-specified overfitting and optimism assessments. Five behavioural properties of the deployed equation were machine-checked in Lean 4. Results. Two interactions met the |c|/sigma_c>2 stability criterion: skin-to-epiglottis x skin-to-hyoid-bone distance and tongue volume x sagittal tongue area. The seven-term equation reached a 5x10 cross-validated C-statistic of 0.966 (optimism-corrected 0.968) and held across temporal and device hold-outs (0.94-0.97). Calibration-in-the-large matched prevalence, with cross-validated slope 0.90 attenuating to 0.625 out-of-time; standard recalibration restored 0.92 without loss of discrimination. The pre-specified two-term robustness model reproduced this performance (C-statistic 0.964-0.968; events-per-parameter 34; shrinkage 0.99), confirming the result is not an artefact of the screening stage. Net benefit over a clinical baseline was positive across 10-50% thresholds. All five Lean 4 theorems compiled without sorry. Conclusions. A sparse, formally verified POCUS equation predicts difficult videolaryngoscopy with high internally validated discrimination and quantified, modest overfitting. Because the equation was developed in a single-operator cohort and its inputs are operator-dependent, external validation requires prior harmonisation of the measurement protocol and operator credentialing.

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Predictive ALS survival using ALSFRS-R slope & NfL: insights from the ALS/MND Natural History Consortium data and biofluid collection

Arguedas, A.; Li, D.; Duffy, K.; Xenopoulos-Oddsson, A.; Wymer, J.; Heiman-Patterson, T.; Hayat, G.; Ghasemi, M.; Al-Lahham, T.; Ajroud-Driss, S.; Olney, N.; Arcila-Londono, X.; Gwathmey, K.; Sherman, A.; Fiecas, M.; Cui, E.; Walk, D.

2026-08-10 neurology 10.64898/2026.08.06.26359910 medRxiv
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Background: Amyotrophic lateral sclerosis (ALS) is a rare neurodegenerative disease with no known cure. Disease progression in people living with ALS is heterogeneous, hindering personalized treatment development. The current gold standard for measuring disease progression in ALS, the ALS Functional Rating Scale - Revised (ALSFRS-R), is widely used but based on subjective measurements. Blood-based neurofilament light (NfL) has been studied as a diagnostic and prognostic biomarker but less information exists on its utility as a disease progression biomarker. Methods: We present results from blood draws of 300 participants in the FDA-funded Clinic-Based Multi-Site ALS Natural History and Biofluid study of the ALS Natural History Consortium (NHC). Plasma NfL levels were measured and analyzed against different disease progression metrics based on the ALSFRS-R. Results: NfL levels were found to be correlated with the ALSFRS-R average rate of change (r=-0.53, 95% CI -0.62 to -0.42). This association differed at a cutoff value of 61 pg/mL, with stronger correlations below this cutoff (r=-0.51 vs r=-0.18). Survival differed stratifying by this cutoff value, with participants under the cutoff having higher survival probabilities. The predictive value of NfL when predicting time to death was higher compared with the first ALSFRS-R across different event horizons. A model including both was better when predicting events up to 2 years after diagnosis. Conclusions: These results highlight the utility of NfL as a disease progression biomarker in ALS alongside ALSFRS-R based disease progression metrics. The cutoff value can aid in clinical trial stratification, pragmatic trial planning, and clinical care.

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Modelling brain stimulation in cerebral palsy: electric field insights from paediatric tDCS

Weightman, M.; Gavine, B.; Mavrommati, F.; Johansen-Berg, H.; Dawes, H.; Fleming, M. K.

2026-08-10 pediatrics 10.64898/2026.08.07.26359953 medRxiv
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Background: Transcranial direct current stimulation (tDCS) is increasingly used as an adjunct to rehabilitation for young people with cerebral palsy (CP), yet considerable variability exists in clinical response. Individualised electric field modelling provides an opportunity to estimate the distribution of electrical fields generated by the stimulation delivered to the brain and explore potential relationships with functional outcomes. Methods: Structural MRI scans from nineteen participants (10-16 years) from a previously published randomised controlled trial (ISRCTN74235136) investigating the effects of tDCS combined with motor training, underwent participant-specific finite element modelling using SimNIBS. Electric field strength was quantified within anatomically defined motor regions of interest, including the primary motor cortex (M1), dorsal premotor cortex (PMd), supplementary motor area (SMA), and a combined motor network. Global grey matter electric field metrics and stimulation focality were also extracted. Results: Estimated electric field strength differed significantly across motor regions (p<0.001), with PMd receiving significantly greater stimulation than both M1 and SMA. Electric field strength within a control region (primary visual cortex) was significantly lower than within M1 (p<0.001). Despite inter-individual variability in regional and global electric field metrics, no significant associations were observed between estimated electric field strength or focality and changes in function following intervention. Conclusion: Individualised electric field modelling demonstrated that an M1-targeted tDCS montage preferentially stimulated PMd rather than M1 in young people with CP. These findings highlight the importance of subject-specific modelling when characterising current distribution and suggest that variability in electric field strength alone does not explain variability in behavioural response.

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Sub-Analysis of a Randomized Controlled Trial of Neuromuscular Electrostimulation of the Common Peroneal Nerve after Forefoot Surgery

Piftor, A.-M.; Bain, D. S.; Day, K.

2026-08-24 orthopedics 10.64898/2026.08.21.26361007 medRxiv
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Gaps remain in the evidence base for postoperative management following forefoot surgery. A recent randomized controlled trial (ClinicalTrials.gov NCT04927234) demonstrated improved outcomes with intermittent one Hertz (Hz) neuromuscular electrical stimulation (NMES) of the common peroneal nerve. This sub-analysis evaluates its effect in patients undergoing forefoot surgery. Forty-two patients undergoing forefoot procedures were included; 26 received NMES plus standard of care (SOC) and 16 received SOC alone. Wound healing was assessed at 14 days. Edema was measured using the figure-of-eight (FO8) method. Patient-reported outcomes were assessed using the Manchester-Oxford Foot Questionnaire (MOXFQ). At 14 days, complete wound healing occurred in 77% of patients receiving NMES plus SOC compared with 40% in the SOC group (p<0.05). Edema reduction was significantly greater in the NMES group, with a 74% relative reduction compared with SOC (p=0.02). Intermittent one Hz NMES of the common peroneal nerve was associated with improved wound healing and reduced postoperative edema following forefoot surgery.

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Quantification of X-chromosome inactivation in fibroblast and iPSC models of UBQLN2 ALS/FTD using allele-selective qPCR

Gordon, D. C.; Thumbadoo, K. M.; Naidoo, S.; Nishimura, A. L.; Rodrigues, M.; Fraser, H.; Cutrupi, A. N.; Roxburgh, R. H.; Shaw, C. E.; Kennerson, M. L.; Scotter, E. L.

2026-08-20 molecular biology 10.64898/2026.08.14.744950 medRxiv
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Pathogenic missense variants in the X chromosome gene UBQLN2 cause amyotrophic lateral sclerosis (ALS), often accompanied by frontotemporal dementia (FTD). As an X-linked gene, UBQLN2 is subject to X chromosome inactivation (XCI), a process wherein one X chromosome in each cell is randomly inactivated to a Barr body throughout the body in females, creating a mosaic of allelic expression in the tissues of heterozygotes. Despite heterozygous females constituting a majority of reported cases of UBQLN2-linked ALS/FTD, and the known influence of XCI on neurological disorders at large, no current disease models account for XCI. Here we report the characterisation of 12 iPSC clones carrying the ALS/FTD-causing p.T487I (c.1460C>T) UBQLN2 variant. These clones, originally derived from 3 heterozygous carrier fibroblast lines, underwent validation of homeostatic Barr body retention. Erosion of XCI in a subset of the lines was correlated with biallelic expression (of both wildtype and mutant UBQLN2), as measured through a novel allele-selective qPCR (AS-qPCR) assay and verified by amplicon-based Illumina sequencing and Sanger chromatogram quantification, enabling selection of iPSC clones best retaining XCI. Together, this UBQLN2 AS-qPCR assay and selected iPSC clones will enable studies of the role of XCI and its skew in female resilience to UBQLN2 p.T487I-linked ALS/FTD and enable development of allele-selective therapies.

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Early Treatment with Oral Pirfenidone Improves Bladder Function after Contusive Spinal Cord Injury in Mice

Alonso, C. A. I.; Murugapoopathy, V.; Curran, L.; Rivard, L.; Bharti, A.; Kassouf, W.; Janzen, J.; David, S.; Gupta, I. R.

2026-08-24 physiology 10.64898/2026.08.19.745817 medRxiv
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Spinal cord injury (SCI) disrupts innervation to the lower urinary tract, resulting in bladder dysfunction that predisposes to urinary infections and renal impairment. While inflammation is central to bladder pathology after SCI, the molecular events linking acute to chronic remodeling are poorly defined. We hypothesized that early treatment with pirfenidone, an anti-inflammatory and anti-fibrotic drug, would attenuate bladder pathology after SCI. Adult female C57BL/6J mice underwent contusive SCI or sham laminectomy, and bladders were collected at 2, 7, 16, and 45 days later. SCI induced bladder hypertrophy, edema, hemorrhage, neutrophil infiltration, cell proliferation and loss of voiding function in the first 48 hours. Transcriptomic profiling at this timepoint was characterized by activation of inflammatory and cytokine pathways including TNFalpha, IL-6, the complement cascade, and TGFbeta. Although bladder function partially recovered by day 7, inflammatory pathways persisted and extracellular matrix (ECM) remodeling programs emerged. By day 16, robust activation of ECM-remodeling pathways was evident in all bladders. Treatment with pirfenidone during the acute inflammatory phase (day 2-7) reduced bladder hypertrophy and suppressed expression of pro-fibrotic, inflammatory, and neuroplasticity-associated genes including Bdnf and Chrm2 that encodes muscarinic receptor 2 (M2). Mechanistically, pirfenidone attenuated TGFbeta signaling as shown by downregulation of phosphoSmad2 protein in whole bladders and decreased M2 receptor expression in the urothelium. These molecular changes correlated with improved function in pirfenidone-treated mice as shown by fewer voiding events with larger urine volumes up until 45 days after SCI. Early treatment with pirfenidone limits inflammation and fibrosis, normalizes neural signaling, and improves bladder function after SCI.

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Reduced PDE4D expression and activity in Acrodysostosis Type 2 patient fibroblasts underlie disease pathology

Gardner, O. F.; Ling, J.; Munkongcharoen, T.; Kyurkchieva, E.; Leitch, H. G.; Wilson, L. C.; Baillie, G. S.; Ferretti, P.

2026-08-11 cell biology 10.64898/2026.08.10.743905 medRxiv
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BackgroundAcrodysostosis type 2 (ACRDYS2) is a rare autosomal dominant disease characterized by skeletal defects and cognitive deficit, with clinical symptoms observed in multiple other tissues including the skin. It is caused by mutations in a phosphodiesterase, PDE4D, a key regulator of cAMP/PKA (cyclic adenosine monophosphate / protein kinase A) signalling. Despite its well-defined genetic causes, the molecular mechanisms underlying the disease remain poorly understood, with studies based largely on engineered cellular models reaching conflicting interpretations. MethodsTo investigate how endogenous dynamics are affected by PDE4D mutations in unmanipulated cells, we studied PDE4D transcript and protein expression, activity and downstream signalling in native dermal fibroblast from ACRDYS2 patients and healthy controls. ResultsSignificant reduction in total PDE4D expression in patient cells was observed both at the transcript and protein level, with marked decreases in the long isoforms PDE4D4 and PDE4D7; a reduction in PDE4D9 mRNA was also observed. PDE4D enzymatic activity was reduced in ACRDYS2 fibroblasts, though total PDE activity was largely preserved. Reduced PDE4D expression was associated with an increase in the phosphorylated form of the cAMP-responsive transcription factor CREB and elevated PRKAR1A (PKA type 1 regulatory subunit alpha) transcript levels, suggesting altered downstream signalling. Interestingly, expression of the related phosphodiesterase family member PDE4B was increased, consistent with a compensatory response to reduced PDE4D function. ConclusionsThis is the first study demonstrating reduced PDE4D expression and isoform-specific dysregulation in native ACRDYS2 cells. Together, our results support a model in which reduction in PDE4D activity and compensatory changes in other PDE4 family members contribute to the molecular pathology of ACRDYS2, providing new insights into the molecular mechanisms underlying this disorder.

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AAV9-mediated βIII-tubulin Ser172 phospho-mimic expression improves arrhythmic and inflammatory remodeling in dystrophic cardiomyopathy

Zhou, D.; Yegneshwaran, V.; Ali, N. K.; Geukgeuzian, G.; Mesa, E.; Xie, L.-H.; Fraidenraich, D.

2026-08-07 cell biology 10.64898/2026.08.04.742904 medRxiv
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BackgroundDuchenne muscular dystrophy (DMD) cardiomyopathy is characterized by progressive microtubule remodeling, connexin-43 (Cx43) dysregulation, and ventricular arrhythmias. We previously demonstrated phospho-mimic knock-in of {beta}III-tubulin S172E preserves microtubule organization and attenuates cardiac pathology in mdx mice. However, whether these protective effects can be reproduced using a clinically relevant gene-delivery strategy remains unknown. Methods and ResultsWe generated a cardiomyocyte-specific adeno-associated virus serotype 9 (AAV9) vector expressing phospho-mimic {beta}III-tubulin (Tubb3-S172E) under the cardiac troponin T promoter and delivered it to 4-5-month-old wild-type and mdx mice. Cardiac Tubb3-S172E expression was confirmed by quantitative qPCR and immunoblotting. In mdx mice, AAV9-mediated Tubb3-S172E expression significantly reduced mononuclear inflammatory infiltration, restored Cx43 localization at intercalated discs, and attenuated isoproterenol-induced arrhythmia susceptibility. In contrast, cardiac fibrosis, Nav1.5 protein expression, and peak sodium current density were not significantly improved. Overexpression of wild-type {beta}III-tubulin in healthy hearts increased Cx43 lateralization and arrhythmia susceptibility, indicating that {beta}III-tubulin phosphorylation state rather than protein abundance determines its protective function. ConclusionsCardiomyocyte-targeted delivery of phospho-mimic {beta}III-tubulin partially recapitulates the protective effects observed in the genetic S172E knock-in model. These findings identify {beta}III-tubulin Ser172 phosphorylation as a critical regulator of microtubule-dependent electrical remodeling and support therapeutic modulation of this pathway in Duchenne muscular dystrophy cardiomyopathy. Research PerspectiveO_LICardiomyocyte-targeted AAV9 delivery of phospho-mimic aIII-tubulin improves Cx43 organization, inflammatory remodeling, and arrhythmia susceptibility in dystrophic hearts, demonstrating that therapeutic modulation of {beta}III-tubulin Ser172 phosphorylation partially recapitulates the protective effects observed in the genetic S172E model. C_LIO_LIThe dissociation between improved electrical remodeling and persistent Nav1.5 and fibrotic abnormalities suggests that {beta}III-tubulin Ser172 phosphorylation selectively regulates specific microtubule-dependent pathological pathways in dystrophic cardiomyopathy. C_LIO_LIFuture studies should define the molecular mechanisms linking {beta}III-tubulin Ser172 phosphorylation to cardiomyocyte-immune cell communication and determine how this pathway coordinates electrical and inflammatory remodeling in dystrophic hearts. C_LI

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Consistency of Sign Language Movement Expression among Proficient and Student Signers

Harbour, E.; Krebs, J.; Martetschlaeger, J.; Schwameder, H.; Roehm, D.; Wilbur, R. B.; Malaia, E. A.

2026-08-21 neuroscience 10.64898/2026.08.17.745267 medRxiv
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While movement variability is a natural element of human expression, in sign languages it may affect mutual understanding, learning, and potential overuse injury. Sign language variability is not well-understood in part because quantitative analytical methods are yet to be clearly defined. Hence the aim of this study was to assess intra-subject reliability across repeated sessions for three signers, to identify features sensitive to experience-related differences in motor control consistency, and to establish movement consistency metrics for treating sign language kinematic differences as linguistically meaningful. Three signers were assigned to three different proficiency levels of sign language: Deaf (D), proficient (P), and student (S). Sign production variables were evaluated using intraclass correlation coefficients (ICCs) and coefficients of variation(CVs).Most kinematic features showed good to excellent ICCs such as duration, path length, signing space volume, and average and peak velocity. Some EMG features such as mean forearm amplitudes and co-contraction also showed good to excellent ICCs. These data can be used to improve the scientific investigation of sign languages, improve educational resources, and establish baseline thresholds to inform ergonomic or scheduling guidelines for interpreters.

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Cardiovascular and autonomic responses to transcutaneous spinal cord stimulation combined with activity-based therapy after chronic spinal cord injury: An exploratory study from the MACHINE trial

Balthazaar, S. J. T.; Shackleton, C. L.; Williams, A. M. M.; Samejima, S.; Malik, R. N.; Hodgkiss, D. D.; Nightingale, T. E.; Sachdeva, R.; Elliott, S. L.; Berger, M. J.; Lam, T.; Krassioukov, A. V.

2026-08-14 rehabilitation medicine and physical therapy 10.64898/2026.08.11.26359978 medRxiv
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Objective: To describe cardiovascular and autonomic responses to body weight-supported treadmill training (BWSTT) combined with active or sham transcutaneous spinal cord stimulation (TSCS) in individuals with chronic, motor-complete spinal cord injury (SCI). Design and setting: Exploratory case series from randomized, sham-controlled clinical trial in a tertiary Rehabilitation Centre in Vancouver, Canada. Participants: Eight adults with chronic ([&ge;]1 year post-injury) traumatic, motor-complete (American Spinal Injury Association Impairment Scale A-B) SCI at or above T6 Interventions: Participants were randomized to 12 weeks of BWSTT plus lumbosacral TSCS or BWSTT plus sham stimulation, delivered 3 sessions/week. TSCS was delivered at T11-L1 using 30 Hz stimulation with a 10 kHz carrier frequency. Five participants completed the intervention, and four completed full cardiovascular testing (TSCS n=2; sham n=2). Outcome measures: Ambulatory blood pressure (BP) monitoring, participant-reported symptoms of AD and OH (via ADFSCI questionnaire), BP variability, orthostatic hemodynamics, echocardiography, electrocardiography (ECG)- and heart rate variability (HRV)-derived indices, and baroreflex function. Results: Among complete cases, several cardiovascular indices changed over time, including reduced daytime hypotensive burden in TSCS participants, preserved nocturnal dipping, and small changes in stroke volume and ECG-derived variability indices; however, responses were heterogeneous and overlapped with Sham. Both TSCS and Sham participants showed reduced autonomic symptom scores, while low-frequency blood pressure variability responses during orthostatic stress were heterogeneous and did not indicate a pattern that was specific to a cohort. Conclusion: Although preliminary, this exploratory complete-case analysis suggests that cardiovascular responses to BWSTT with active or sham TSCS are measurable but highly individualized after chronic motor-complete SCI. Given the small sample and overlapping Sham responses, findings are exploratory and larger trials are needed to determine whether TSCS augments cardiovascular autonomic adaptations to locomotor training.