Estructuración bibliográfica acerca de Multiview learning para clasificación de imágenes

This article shows a bibliographic review of the academic literature related to "Image classification with Multiview learning" together with an analysis of the information present in each of the reviewed bibliographic sources, to propose a conceptual basis, theoretical and statistical for research works that develop or contain this theme. In the same way, the way in which the MVL is approached in the different application scenarios, both academic and practical, is briefly presented.En el presente artículo se muestra una revisión bibliográfica de la literatura académica relacionada con “Clasificación de imágenes con Multiview learning” junto con un análisis de la información presente en cada una de las fuentes bibliográficas revisadas, con la finalidad de proponer una base conceptual, teórica y estadística para trabajos de investigación que desarrollen o contengan esta temática. De igual manera se presenta brevemente la forma en la que se aborda el MVL en los diferentes escenarios de aplicación tanto académicos como prácticos

Caracterización fenotípica y molecular de una familia colombiana con fenilcetonuria

Introduction: Phenylketonuria is a metabolic disorder characterized by severe neurological involvement and behavioral disorder, whose early diagnosis enables an effective treatment to avoid disease sequelae, thus changing the prognosis. Objective: To characterize a family with phenylketonuria in Colombia at clinical, biochemical and molecular levels. Materials and methods: The population consisted of seven individuals of a consanguineous family with four children with suggestive symptoms of phenylketonuria. After signing an informed consent, blood and urine samples were taken for colorimetric tests and high performance liquid and thin layer chromatographies. DNA extraction and sequencing of the 13 exons of the PAH gene were performed in all subjects. We designed primers for each exon with the Primer 3 software using automatic sequencing equipment Abiprism 3100 Avant. Sequences were analyzed using the SeqScape, v2.0, software. Results: We described the clinical and molecular characteristics of a Colombian family with phenylketonuria and confirmed the presence of the mutation c.398_401delATCA. We established a genotype-phenotype correlation, highlighting the interesting clinical variability found among the affected patients despite having the same mutation in all of them. Conclusions: Early recognition of this disease is very important to prevent its neurological and psychological sequelae, given that patients reach old age without diagnosis or proper management.Introducción. La fenilcetonuria es un trastorno metabólico caracterizado por un compromiso neurológico grave y por alteraciones del comportamiento. Su diagnóstico temprano permite establecer un tratamiento efectivo que evita las secuelas y modifica el pronóstico. Objetivo. Caracterizar a una familia con fenilcetonuria en Colombia, a nivel clínico, bioquímico y molecular. Materiales y métodos. Se estudió una población de siete individuos de una familia consanguínea en la que cuatro hijos presentaban signos clínicos sugestivos de fenilcetonuria. Una vez firmado el consentimiento informado, se tomaron muestras de sangre y orina para las pruebas colorimétricas, la cromatografía de capa fina y la cromatografía líquida de alta eficacia. Se extrajo el ADN y se secuenciaron los 13 exones del gen PAH de todos los sujetos estudiados. Se diseñaron iniciadores para cada exón con el programa Primer 3; la secuenciación automática se hizo con el equipo Abiprism 3100 Avant y, el análisis de las secuencias, con el programa SeqScape v2.0. Resultados. Se describieron las características clínicas y moleculares de una familia colombiana con fenilcetonuria en la que se identificó la mutación c.398_401delATCA; se presentó una correlación fenotipo-genotipo con una interesante variabilidad clínica entre los afectados, a pesar de tener la misma mutación. Conclusiones. Es importante el reconocimiento temprano de esta enfermedad para evitar sus secuelas neurológicas y psicológicas, pues los pacientes llegan a edades avanzadas sin diagnóstico ni tratamiento adecuados

Frequency of p.Q829X Mutation in Otoferlin Gene in Colombian Population with non Syndromic Deafness

Introducción: Las pérdidas auditivas son heredables en un 50-60% de los casos. Dentro de estas, las sorderas no sindrómicas predominan y se han descrito más de 40 genes asociados. Uno de los más frecuentemente implicados es el gen de Otoferlina (OTOF). Objetivo: Determinar la frecuencia de la mutación p.Q829X en el gen OTOF en 649 individuos colombianos con sordera no sindrómica. Materiales y métodos: Se seleccionó una población de 649 individuos para realizar la búsqueda de la mutación p.Q829X por medio de la técnica PCR-RFLP. Resultados: Se identificaron 12 individuos con la mutación p.Q829X (12/649), que corresponden a una frecuencia del 1,8%. Conclusiones: La mutación p.Q829X es la más frecuente en el gen OTO F, y la tercera luego de las mutaciones S199F y 35delG en el gen GJB2, causantes de sordera en la población analizada. Se observó variabilidad en el grado de pérdida auditiva en los individuos homocigotos para la mutación y presencia de neuropatía auditiva en el 62,5% de estos casos.Artículo original144-153Introduction: Hearing loss is 50-60% heritable. Among this, non-syndromic hearing loss is predominant and more than 40 genes have been reported. One of the most frequently involved is OTO F gene. Objective: To identify the frequency of mutation p.Q829X in OTOF gene, in 649 Colombian individuals with non-syndromic deafness. Materials and Methods: A total of 649 individuals were selected and screened for p.Q829X mutation using PCR-RFLP analysis. Results: p.Q829X mutation was identified in 12 deaf individuals (12/649) corresponding to a frequency of 1,8%. Conclusions: p.Q829X mutation is the most common in OTOF gene, and the third cause after S199F and 35delG mutations in GJB2 gene, of deafness in the analyzed population. Variability is observed in the degree of hearing loss in individuals homozygous for the mutation and auditory neuropathy is present in 62,5% of these cases

Testing of a Virtualized Distributed Processing System for the Execution of Bio-Inspired Optimization Algorithms

Due to the stochastic characteristics of bio-inspired optimization algorithms, several executions are often required; then a suitable infrastructure must be available to run these algorithms. This paper reviews a virtualized distributed processing scheme to establish an adequate infrastructure for the execution of bio-inspired algorithms. In order to test the virtualized distributed system, the well known versions of genetic algorithms, differential evolution and particle swarm optimization, are used. The results show that the revised distributed virtualized schema allows speeding up the execution of the algorithms without altering their result in the objective function

Genetic counseling in usher syndrome : linkage and mutational analysis of 10 colombian families

Q4Q415-27Usher Syndrome (US), an autosomal recessive disease, is characterized by retinitis pigmentosa (RP), vestibular dysfunction, and congenital sensorineural deafness. There are three recognized clinical types of the disorder. In order to improve genetic counseling for affected families, we conducted linkage analysis and DNA sequencing in 10 Colombian families with confirmed diagnosis of US (4 type I and 6 type II). Seventy-five percent of the US1 families showed linkage to locus USH1B, while the remaining 25% showed linkage to loci USH1B and USH1C. Among families showing linkage to USH1B we found two different mutations in the MYO7A gene: IVS42-26insTTGAG in exon 43 (heterozygous state) and R634X (CGA-TGA) in exon 16 (homozygous state). All six US2 families showed linkage to locus USH2A. Of them, 4 had c.2299delG mutation (1 homozygote state and 3 heterozygous); in the remaining 2 we did not identify any pathologic DNA variant. USH2A individuals with a 2299delG mutation presented a typical and homogeneous retinal phenotype with bilateral severe hearing loss, except for one individual with a heterozygous 2299delG mutation, whose hearing loss was asymmetric, but more profound than in the other cases. The study of these families adds to the genotype-phenotype characterization of the different types and subtypes of US and facilitates genetic counseling in these families. We would like to emphasize the need to perform DNA studies as a prerequisite for genetic counseling in affected families

Deafness on the island of Providencia - Colombia : different etiology, different genetic counseling

Q4Q4403-412Deafness on the island of Providencia - Colombia: different etiology, different genetic counseling: Providencia is a small island located in the Caribbean Ocean, northwest of Colombia with an unusually high frequency of individuals with hearing loss (5 in 1.000) is present. The hearing lossin the island was characterized as non-syndromic autosomal recessive deafness accounting for 47% (8/17) of the deaf population, Waardenburg Syndrome (deafness associated with pigmentary anomalies) for 29% (5/17), and the remaining 24% (4/17) are cases of sporadic non-syndromic deafness. For appropriate genetic counseling a complete pedigree of families with deaf individuals was constructed. The 35delG mutation in GJB2 gene, which encodes connexin 26 (Cx26), is responsible for the deafness observed in the 8 individuals with autosomal recessive non-syndromic hearing loss. The deaf individuals with Waardenburg Syndrome and the sporadic cases did not have this mutation. Therefore, we present here an atypical case of an isolated community with at least two different genetic etiologies for deafness: non-syndromic genetic deafness caused by the 35delG mutation in the GJB2 gene and deafness associated with Waardenburg Syndrome not related to GJB2. In a small and isolated population, it is feasible to assume that the deafness is caused by the same factor, however, Providencia is an atypical case. Therefore, it is extremely important to define the exact etiology of deafness in each case, since different etiologies require different genetic counseling

Resúmenes V Congreso internacional. VIII congreso colombiano de genética

La enfermedad de Fabry (EF) es una entidad recesiva ligada al cromosoma X que se debe al déficit de la enzima lisosomal α galactosidasa A (GALA).Q3Q3Artículo original6

Screening program for Waardenburg syndrome in Colombia: Clinical definition and phenotypic variability

Q3Q2Investigación1026-1031Metatropic dysplasia (MD—OMIM: 156530 and 250600) is a rare chondrodysplasia characterized by short limbs with limitation and enlargement of joints and usually severe kyphoscoliosis, first described in 1893. Up until now, 81 other patients have been reported. The phenotypic variability of MD has led to a classification based on radiological anomalies dividing into three different types: a lethal autosomal recessive form, an autosomal recessive non‐lethal form and a non‐lethal autosomal dominant form with less severe radiographs manifestations and a better clinical outcome. Here, we report on clinical and radiological features of 19 novel MD patients. We describe new radiological features, including precocious calcification of hyoid and cricoid cartilage, irregular and squared‐off calcaneal bones and severe hypoplasia of the anterior portion of first cervical vertebrae. In addition, the observation of an overlap between the autosomal recessive non‐lethal form and the non‐lethal autosomal dominant form, the rarity of sibship recurrences and the observation of vertical transmissions of MD in the literature argue in favor of an autosomal dominant mode of inheritance for all MD types. This hypothesis is reinforced by the use of the statistical single ascertainment method that rejects the hypothesis of an autosomal recessive mode of inheritance responsible for MD. Therefore, we propose that recurrence in sibs is due to gonadal mosaicism. © 2008 Wiley‐Liss, Inc

The importance of fundus eye testing in rubella-induced deafness

Q4Q21536-1540Objective: The purpose of this study was to establish a new approach to improve detection of deafness due to rubella. Methods: Colombian institutes for the deaf were visited by a medical team to perform in all enrolled individuals an ophthalmological examination with emphasis in fundus eye by a retina specialist. In cases where ocular alterations compatible with CRS were found, a medical interview by a clinical geneticist analyzing pre-and postnatal history and a thorough medical examination was done. Results: A total of 1383 deaf institutionalized individuals were evaluated in 9 Colombian cities in the period of 2005 to 2006, finding a total of 463 positive cases for salt-and-pepper retinopathy (33.5%), in which rubella could be the etiology of deafness. Medellin, Cartagena, Bucaramanga and Barranquilla were the cities with the highest percentage of Congenital rubella, corresponding to 22.8% of analyzed population. The analysis performed on cases in which reliable prenatal history was obtained in a second appointment (n = 88) showed association between positive viral symptoms during pregnancy and salt-and-pepper retinopathy in 62.5% of cases, while both (retinopathy and viral symptoms) were absent in 29.5% of cases; showing a correlation in 92% of cases. Conclusions: The frequency of deafness by rubella obtained by this study is significantly high compared with previous Colombian studies and with international reports. It was possible to correlate the antecedent of symptoms during pregnancy with the presence of salt-and-pepper retinopathy in this deaf population when reliable prenatal history was available, therefore eye testing with emphasis in fundus examination is a good indicator of rubella induced deafness. We propose a new approach in the search of deafness causes, based on a thorough ophthalmologic examination in all deaf people