Esta es la versión de autor del artículo publicado en: This is an author produced version of a paper published in: Abstract-Compression distances have been widely used in knowledge discovery and data mining. They are parameter-free, widely applicable, and very effective in several domains. However, little has been done to interpret their results or to explain their behavior. In this paper we take a step towards understanding compression distances by performing an experimental evaluation of the impact of several kinds of information distortion on compression-based text clustering. We show how progressively removing words in such a way that the complexity of a document is slowly reduced helps the compression-based text clustering and improves its accuracy. In fact, we show how the non-distorted text clustering can be improved by means of annealing text distortion. The experimental results shown in this paper are consistent using different data sets, and different compression algorithms belonging to the most important compression families: LempelZiv, Statistical and Block-Sorting.
3-Hydroxyisobutyryl-coenzyme A (CoA) hydrolase deficiency (HIBCHD; MIM: #250620) is a rare autosomal recessive inborn error of metabolism caused by a defect in the HIBCH enzyme, resulting in a deficiency of the conversion of 3-hydroxy-isobutyryl-CoA to 3-hydroxyisobutyric acid, a critical step in valine catabolism. This neurodegenerative disease of infancy is associated with hypotonia, developmental delay, cerebral atrophy and lesions in the basal ganglia on magnetic resonance imaging (MRI). In this study, we describe two unrelated patients with infantile-onset progressive neurodegenerative disease and mutations in HIBCH identified using whole exome sequencing (WES). In Case 1, WES revealed a novel homozygous variant in the HIBCH gene: c.808A>G (p.Ser270Gly). In Case 2, a novel compound heterozygous mutation in the HIBCH gene is described: c.808A>G (p.Ser270Gly) and c.173A>G (p. Asn58Ser). Parent analysis revealed that c.808A>G (p.Ser270Gly) was inherited from the father and c.173A>G (p. Asn58Ser) from the mother. These novel mutations were predicted as a disease-causing mutation. Plasma acylcarnitine analysis was normal in both patients. Physical examination showed similar features, such as axial hypotonia and spastic hypertonia in the legs. The first patient presented with difficult-to-treat seizures, while the second patient has not yet experienced documented seizures. In conclusion, our findings would widen the mutation spectrum of HIBCH deficiency and the phenotypic spectrum of the disease. The potential genotype-phenotype correlation would be profitable for the correct diagnosis, treatment and integral management of patients with HIBCH deficiency.
Neuroimaging studies allow the assessment of functional and structural damage related to epileptogenic lesions and foci, and are helpful to select surgical treatment, conduct intraoperative neuronavigation techniques, predict surgical deficits and evaluate patient recovery.
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