Fault Detection and Classification in Transmission Line Using Wavelet Transform and ANN

In recent years, there is an increased interest in fault classification algorithms. The reason, behind this interest is the escalating power demand and multiple interconnections of utilities in grid. This paper presents an application of wavelet transforms to detect the faults and further to perform classification by supervised learning paradigm. Different architectures of ANN are tested with the statistical attributes of a wavelet transform of a voltage signal as input features and binary digits as outputs. The proposed supervised learning module is tested on a transmission network. It is observed the Layer Recurrent Neural Network (LRNN) architecture performs satisfactorily when it is compared with the simulation results. The transmission network is simulated on Matlab. The performance indices Mean Square Error (MSE), Mean Absolute Error (MAE), Root Mean Square Error (RMSE) and Sum Square Error (SSE) are used to determine the efficacy of the neural network

Molekulare Therapien bei neuromuskulären Erkrankungen im Kindesalter — Große Hoffnungen und unbekannte Risiken

Spinal muscular atrophy and muscular dystrophy Duchenne belong to the group of rare neuromuscular diseases manifesting in early childhood. Therapeutic options for some of these rare monogenic diseases have changed significantly in recent years. Molecular therapies such as direct gene transfer or alternative processing of the disease-specific gene play an important role in this transformation.In particular, the course of 5q-associated spinal muscle atrophy has changed significantly due to the availability of such causal therapies, while the results of ongoing studies are still pending for most muscle diseases. In the area of neuromuscular diseases, an achievable therapeutic goal is to slow the progression, but not complete healing. Currently, only limited data are available. In particular, the long-term effectiveness and the possible risks are still unknown. Therefore, these therapies should be used under strictly monitored conditions

Altered 2-thiouridylation impairs mitochondrial translation in reversible infantile respiratory chain deficiency.

Childhood-onset mitochondrial encephalomyopathies are severe, relentlessly progressive conditions. However, reversible infantile respiratory chain deficiency (RIRCD), due to a homoplasmic mt-tRNA(Glu) mutation, and reversible infantile hepatopathy, due to tRNA 5-methylaminomethyl-2-thiouridylate methyltransferase (TRMU) deficiency, stand out by showing spontaneous recovery, and provide the key to treatments of potential broader relevance. Modification of mt-tRNA(Glu) is a possible functional link between these two conditions, since TRMU is responsible for 2-thiouridylation of mt-tRNA(Glu), mt-tRNA(Lys) and mt-tRNA(Gln). Here we show that down-regulation of TRMU in RIRCD impairs 2-thiouridylation and exacerbates the effect of the mt-tRNA(Glu) mutation by triggering a mitochondrial translation defect in vitro. Skeletal muscle of RIRCD patients in the symptomatic phase showed significantly reduced 2-thiouridylation. Supplementation with l-cysteine, which is required for optimal TRMU function, rescued respiratory chain enzyme activities in human cell lines of patients with RIRCD as well as deficient TRMU. Our results show that l-cysteine supplementation is a potential treatment for RIRCD and for TRMU deficiency, and is likely to have broader application for the growing group of intra-mitochondrial translation disorders

Inflammation, fibrosis and skeletal muscle regeneration in LGMDR9 are orchestrated by macrophages

Aims: Variable degrees of inflammation, necrosis, regeneration and fibrofatty replacement are part of the pathological spectrum of the dystrophic process in alpha dystroglycanopathy LGMDR9 (FKRP-related, OMIM #607155), one of the most prevailing types of LGMDs worldwide. Inflammatory processes and their complex interplay with vascular, myogenic and mesenchymal cells may have a major impact on disease development. The purpose of our study is to describe the specific immune morphological features in muscle tissue of patients with LGMDR9 to enable a better understanding of the phenotype of muscle damage leading to disease progression. Methods: We have analysed skeletal muscle biopsies of 17 patients genetically confirmed as having LGMDR9 by histopathological and molecular techniques. Results: We identified CD206+ MHC class II+ and STAT6+ immune-repressed macrophages dominating the endomysial infiltrate in areas of myofibre regeneration and fibrosis. Additionally, PDGFRβ+ pericytes were located around MHC class II+ activated capillaries residing in close proximity to areas of fibrosis and regenerating fibres. Expression of VEGF was found on many regenerating neonatal myosin+ fibres, myofibres and CD206+ macrophages also co-expressed VEGF. Conclusion: Our results show characteristic immune inflammatory features in LGMDR9 and more specifically shed light on the predominant role of macrophages and their function in vascular organisation, fibrosis and myogenesis. Understanding disease-specific immune phenomena potentially inform about possibilities for anti-fibrotic and anti-inflammatory therapeutic strategies, which may complement Ribitol replacement and gene therapies for LGMDR9 that may be available in the future

Identification of Candidate Protein Markers in Skeletal Muscle of Laminin-211-Deficient CMD Type 1A-Patients

Laminin-211 deficiency leads to the most common form of congenital muscular dystrophy in childhood, MDC1A. The clinical picture is characterized by severe muscle weakness, brain abnormalities and delayed motor milestones defining MDC1A as one of the most severe forms of congenital muscular diseases. Although the molecular genetic basis of this neurological disease is well-known and molecular studies of mouse muscle and human cultured muscle cells allowed first insights into the underlying pathophysiology, the definition of marker proteins in human vulnerable tissue such as skeletal muscle is still lacking. To systematically address this need, we analyzed the proteomic signature of laminin-211-deficient vastus muscle derived from four patients and identified 86 proteins (35 were increased and 51 decreased) as skeletal muscle markers and verified paradigmatic findings in a total of two further MDC1A muscle biopsies. Functions of proteins suggests fibrosis but also hints at altered synaptic transmission and accords with central nervous system alterations as part of the clinical spectrum of MDC1A. In addition, a profound mitochondrial vulnerability of the laminin-211-deficient muscle is indicated and also altered abundances of other proteins support the concept that metabolic alterations could be novel mechanisms that underline MDC1A and might constitute therapeutic targets. Intersection of our data with the proteomic signature of murine laminin-211-deficient gastrocnemius and diaphragm allowed the definition of nine common vulnerable proteins representing potential tissue markers

Mitochondrial dysfunction in liver failure requiring transplantation.

Liver failure is a heterogeneous condition which may be fatal and the primary cause is frequently unknown. We investigated mitochondrial oxidative phosphorylation in patients undergoing liver transplantation. We studied 45 patients who had liver transplantation due to a variety of clinical presentations. Blue native polyacrylamide gel electrophoresis with immunodetection of respiratory chain complexes I-V, biochemical activity of respiratory chain complexes II and IV and quantification of mitochondrial DNA (mtDNA) copy number were investigated in liver tissue collected from the explanted liver during transplantation. Abnormal mitochondrial function was frequently present in this cohort: ten of 40 patients (25 %) had a defect of one or more respiratory chain enzyme complexes on blue native gels, 20 patients (44 %) had low activity of complex II and/or IV and ten (22 %) had a reduced mtDNA copy number. Combined respiratory chain deficiency and reduced numbers of mitochondria were detected in all three patients with acute liver failure. Low complex IV activity in biliary atresia and complex II defects in cirrhosis were common findings. All six patients diagnosed with liver tumours showed variable alterations in mitochondrial function, probably due to the heterogeneity of the presenting tumour. In conclusion, mitochondrial dysfunction is common in severe liver failure in non-mitochondrial conditions. Therefore, in contrast to the common practice detection of respiratory chain abnormalities in liver should not restrict the inclusion of patients for liver transplantation. Furthermore, improving mitochondrial function may be targeted as part of a complex therapy approach in different forms of liver diseases

Expertenempfehlung: Therapie nichtgehfähiger Patienten mit Muskeldystrophie Duchenne

BACKGROUND Duchenne muscular dystrophy (DMD) is the most frequent genetic neuromuscular disease in childhood with loss of ambulation usually occurring around the age of 9-11 years. OBJECTIVE, MATERIAL AND METHODS Based on current guidelines and clinical trials, neuropediatric and neurological experts developed recommendations for the treatment of nonambulatory DMD patients focusing on drug treatment of adults. This advisory board was sponsored by PTC Therapeutics, the distributers of the substance ataluren. RESULTS AND CONCLUSION Loss of ambulation is heterogeneously defined across clinical trials. Among others, the need of a wheelchair, ambulation without mobility aids or maximum walking distance can be suitable parameters for assessment. Treatment of DMD patients at any stage of the disease is based on supportive and symptomatic measures, which should be continued after loss of ambulation. In addition, disease-modifying drugs are available for the treatment of DMD and glucocorticoids are the usual standard of care treatment even beyond the loss of ambulation. Ataluren, a potentially dystrophin restorative, disease-modifying treatment, has been approved for patients with DMD due to a nonsense mutation (nmDMD), which applies to approximately 13% of DMD patients and is usually combined with steroids. Clinical data from the STRIDE registry demonstrated a delayed disease progression even after loss of ambulation. Currently, no reliable data are available for exon skipping approaches in adult DMD patients. The antioxidant idebenone could be an option in nonambulant adolescent patients not treated with glucocorticoids and without other therapeutic options. A combination treatment of idebenone and glucocorticoids is currently being investigated in a clinical trial. Add-on treatment with idebenone in addition to ataluren may be considered for nonambulant nmDMD patients. Some of the discussed treatment options are still in clinical trials or there are not enough data for older DMD patients; therefore, these expert recommendations correspond to evidence class IV.ZUSAMMENFASSUNG HINTERGRUND: Die Muskeldystrophie Duchenne (DMD) ist die häufigste genetische neuromuskuläre Krankheit im Kindesalter, bei der es meist im Alter von 9 bis 11 Jahren zum Verlust der Gehfähigkeit kommt. ZIEL DER ARBEIT UND MATERIAL UND METHODEN Auf der Grundlage aktueller Leitlinien und Studien erarbeiteten neuropädiatrische und neurologische Experten im Rahmen eines von der Firma PTC Therapeutics GmbH (Frankfurt am Main, Deutschland), die die Substanz Ataluren vertreibt, gesponserten Advisory Boards Empfehlungen zur Behandlung nichtgehfähiger Patienten mit DMD mit Schwerpunkt medikamentöse Therapien von Erwachsenen. ERGEBNISSE UND DISKUSSION Der Verlust der Gehfähigkeit wird in Studien sehr unterschiedlich definiert und bezieht sich u. a. auf die Rollstuhlpflicht, das selbständige Gehen ohne Hilfsmittel oder die maximale Gehstrecke. Grundlage der Therapie von Patienten mit DMD in jedem Krankheitsstadium sind supportive und symptomatische Maßnahmen, die in der Regel auch nach dem Verlust der Gehfähigkeit intensiv weitergeführt werden sollten. Zusätzlich stehen den Patienten medikamentöse Therapien mit dem Ziel der Modifikation des Krankheitsverlaufes zur Verfügung. Glukokortikoide bilden den Stützpfeiler der medikamentösen Therapie auch über den Verlust der Gehfähigkeit hinaus, dann meist in reduzierter Dosis. Für Patienten mit DMD aufgrund einer Nonsense-Mutation (nmDMD), ca. 13 % aller DMD-Patienten, steht Ataluren als potenziell dystrophinwiederherstellende, krankheitsmodifizierende Therapie zur Verfügung; klinische Daten aus dem STRIDE-Register zeigen eine verzögerte Krankheitsprogression auch nach Verlust der Gehfähigkeit. Zum Exon-Skipping liegen für erwachsene Patienten derzeit noch keine belastbaren Daten vor. Das Antioxidans Idebenon kommt bei nichtgehfähigen, jugendlichen Patienten ohne therapeutische Alternative, die nicht mit Glukokortikoiden behandelt werden können, infrage. Ataluren eignet sich zur kombinierten Behandlung mit Glukokortikoiden, eine Kombination von Idebenon und Glukokortikoiden wird derzeit in einer klinischen Studie überprüft. Eine Add-on-Therapie mit Idebenon zusätzlich zu Ataluren ist bei nichtgehfähigen nmDMD-Patienten zu erwägen. Bedingt durch die Tatsache, dass sich einige der diskutierten Therapieoptionen noch in der Phase der klinischen Prüfung befinden oder noch keine oder nur begrenzte Daten für ältere Patienten mit DMD vorliegen, handelt es sich um Expertenempfehlungen entsprechend der Evidenzklasse IV

Deep RNA sequencing of muscle tissue reveals absence of viral signatures in dermatomyositis

Objective: To explore a possible connection between active viral infections and manifestation of Dermatomyositis (DM). Methods: Skeletal muscle biopsies were analyzed from patients diagnosed with juvenile (n=10) and adult (n=12) DM. Adult DM patients harbored autoantibodies against either TIF-1γ (n=7) or MDA5 (n=5). Additionally, we investigated skeletal muscle biopsies from non-diseased controls (NDC, n=5). We used an unbiased high-throughput sequencing (HTS) approach to detect viral sequences. To further increase sequencing depth, a host depletion approach was applied. Results: In this observational study, no relevant viral sequences were detected either by native sequencing or after host depletion. The absence of detectable viral sequences makes an active viral infection of the muscle tissue unlikely to be the cause of DM in our cohorts. Discussion: Type I interferons (IFN) play a major role in the pathogenesis of both juvenile and adult dermatomyositis (DM). The IFN response is remarkably conserved between DM subtypes classified by specific autoantibodies. Certain acute viral infections are accompanied by a prominent type I IFN response involving similar downstream mechanisms as in DM. Aiming to elucidate the pathogenesis of DM in skeletal muscle tissue, we used an untargeted high-throughput sequencing and a host depletion approach to detect possible causative viruses

A de novo CSDE1 variant causing neurodevelopmental delay, intellectual disability, neurologic and psychiatric symptoms in a child of consanguineous parents.

Funder: National Human Genome Research Institute; Id: http://dx.doi.org/10.13039/100000051Funder: Broad Institute; Id: http://dx.doi.org/10.13039/100013114Funder: Horizon 2020; Id: http://dx.doi.org/10.13039/100010661Funder: Muscular Dystrophy Canada; Id: http://dx.doi.org/10.13039/501100000223Funder: Evelyn Trust; Id: http://dx.doi.org/10.13039/501100004282Funder: European Regional Development Fund; Id: http://dx.doi.org/10.13039/501100008530CSDE1 encodes the cytoplasmic cold shock domain-containing protein E1 (CSDE1), which is highly conserved across species and functions as an RNA-binding protein involved in translationally coupled mRNA turnover. CSDE1 displays a bidirectional role: promoting and repressing the translation of RNAs but also increasing and decreasing the abundance of RNAs. Preclinical studies highlighted an involvement of CSDE1 in different forms of cancer. Moreover, CSDE1 is highly expressed in human embryonic stem cells and plays a role in neuronal migration and differentiation. A genome-wide association study suggested CSDE1 as a potential autism-spectrum disorder risk gene. A multicenter next generation sequencing approach unraveled likely causative heterozygous variants in CSDE1 in 18 patients, identifying a new autism spectrum disorder-related syndrome consisting of autism, intellectual disability, and neurodevelopmental delay. Since then, no further patients with CSDE1 variants have been reported in the literature. Here, we report a 9.5-year-old girl from a consanguineous family of Turkish origin suffering from profound delayed speech and motor development, moderate intellectual disability, neurologic and psychiatric symptoms as well as hypoplasia of corpus callosum and mildly reduced brain volume on brain magnetic resonance imaging associated with a recurrent de novo mutation in CSDE1 (c.367C > T; p.R123*) expanding the phenotypical spectrum associated with pathogenic CSDE1 variants

Novel insights into PORCN mutations, associated phenotypes and pathophysiological aspects.

BACKGROUND: Goltz syndrome (GS) is a X-linked disorder defined by defects of mesodermal- and ectodermal-derived structures and caused by PORCN mutations. Features include striated skin-pigmentation, ocular and skeletal malformations and supernumerary or hypoplastic nipples. Generally, GS is associated with in utero lethality in males and most of the reported male patients show mosaicism (only three non-mosaic surviving males have been described so far). Also, precise descriptions of neurological deficits in GS are rare and less severe phenotypes might not only be caused by mosaicism but also by less pathogenic mutations suggesting the need of a molecular genetics and functional work-up of these rare variants. RESULTS: We report two cases: one girl suffering from typical skin and skeletal abnormalities, developmental delay, microcephaly, thin corpus callosum, periventricular gliosis and drug-resistant epilepsy caused by a PORCN nonsense-mutation (c.283C > T, p.Arg95Ter). Presence of these combined neurological features indicates that CNS-vulnerability might be a guiding symptom in the diagnosis of GS patients. The other patient is a boy with a supernumerary nipple and skeletal anomalies but also, developmental delay, microcephaly, cerebral atrophy with delayed myelination and drug-resistant epilepsy as predominant features. Skin abnormalities were not observed. Genotyping revealed a novel PORCN missense-mutation (c.847G > C, p.Asp283His) absent in the Genome Aggregation Database (gnomAD) but also identified in his asymptomatic mother. Given that non-random X-chromosome inactivation was excluded in the mother, fibroblasts of the index had been analyzed for PORCN protein-abundance and -distribution, vulnerability against additional ER-stress burden as well as for protein secretion revealing changes. CONCLUSIONS: Our combined findings may suggest incomplete penetrance for the p.Asp283His variant and provide novel insights into the molecular etiology of GS by adding impaired ER-function and altered protein secretion to the list of pathophysiological processes resulting in the clinical manifestation of GS