Identification in silico of potentially inhibitive molecules of CDK5, protein related with the Alzheimer´s disease

Introducción: La enfermedad de Alzheimer exhibe un compromiso neurodegenerativo e irreversible. Hoy, numerosas investigaciones promueven la inhibición de  algunas quinasas para su tratamiento, de especial mención la CDK5. Objetivo: Identificación de nuevas moléculas con posibilidad de interactuar con la proteína quinasa dependiente de ciclina 5, CDK5, inhibiendo su función. Material y Métodos: Se realizó un estudio in silico, para lo cual se extrajeron 911 moléculas de pubchem, y mediante AutoDock Vina se hicieron acoplamientos moleculares con la proteína CDK5 extraída de Protein Data Bank y con un inhibidor conocido para la proteína. Además se realizó un acoplamiento inverso para la identificación de otros posibles blancos moleculares con los mejores ligandos seleccionados. Resultados: Con los resultados obtenidos fueron identificadas cinco moléculas con valores de afinidad entre -11,6 hasta -17,7 Kcal/mol que se unen en el sitio activo de la proteína, de igual forma que lo hace el inhibidor conocido de la misma, e interactúan con los residuos cisteína 83 y glutamina 81. Conclusiones: Las moléculas identificadas pueden interactuar con  la CDK5 a nivel de su sitio activo, por lo que podrían actuar como inhibidores de esta quinasa. Esto abre una futura ventana terapéutica en el tratamiento de la enfermedad de Alzheimer.Palabras claves: Acoplamiento molecular, sitio activo, Alzheimer, CDK5, in silico. </p

Identificación in silico de moléculas potencialmente inhibidoras de CDK5, proteína relacionada con la enfermedad de Alzheimer

Introduction: The illness of Alzheimer exhibits a neurodegenerative and irreversible commitment. Today, numerous investigations promote the inhibition of some kinases to the treatment, of special mention the CDK5. Objective: Identification of new molecules witch are able to interact with the cicline dependent kinase protein 5, CDK5, inhibiting their function. Material and Methods: it was carried out a study in silico, for that 911 pubchem molecules were extracted, and by means of AutoDock Vina molecular joining were made with the protein CDK5 extracted from the Protein Data Bank and with a well-known inhibitor for the protein. It was also carried out an inverse joining for the identification of other possible molecular targets with the best selected ligands. Results: With the obtained results five molecules were identified with values of likeness among -11,6 until -17,7 Kcal/mol that joins in the active site of the protein, in the same form that makes it the well-known inhibitor of the CDK5, and interact with the residuals cysteine 83 and glutamine 81. Conclusions: The identified molecules can interact with the CDK5 at level of their active place, for what you/they could act as inhibitors of this quinasa. This opens a future therapeutic window in the treatment of the illness of Alzheimer.  Keywords: Molecular joining, active site, Alzheimer, CDK5, in silico.Introducción: La enfermedad de Alzheimer exhibe un compromiso neurodegenerativo e irreversible. Hoy, numerosas investigaciones promueven la inhibición de  algunas quinasas para su tratamiento, de especial mención la CDK5. Objetivo: Identificación de nuevas moléculas con posibilidad de interactuar con la proteína quinasa dependiente de ciclina 5, CDK5, inhibiendo su función. Material y Métodos: Se realizó un estudio in silico, para lo cual se extrajeron 911 moléculas de pubchem, y mediante AutoDock Vina se hicieron acoplamientos moleculares con la proteína CDK5 extraída de Protein Data Bank y con un inhibidor conocido para la proteína. Además se realizó un acoplamiento inverso para la identificación de otros posibles blancos moleculares con los mejores ligandos seleccionados. Resultados: Con los resultados obtenidos fueron identificadas cinco moléculas con valores de afinidad entre -11,6 hasta -17,7 Kcal/mol que se unen en el sitio activo de la proteína, de igual forma que lo hace el inhibidor conocido de la misma, e interactúan con los residuos cisteína 83 y glutamina 81. Conclusiones: Las moléculas identificadas pueden interactuar con  la CDK5 a nivel de su sitio activo, por lo que podrían actuar como inhibidores de esta quinasa. Esto abre una futura ventana terapéutica en el tratamiento de la enfermedad de Alzheimer.Palabras claves: Acoplamiento molecular, sitio activo, Alzheimer, CDK5, in silico.

Role of copy number variants in sudden cardiac death and related diseases: genetic analysis and translation into clinical practice.

Several studies have identified copy number variants (CNVs) as responsible for cardiac diseases associated with sudden cardiac death (SCD), but very few exhaustive analyses in large cohorts of patients have been performed, and they have been generally focused on a specific SCD-related disease. The aim of the present study was to screen for CNVs the most prevalent genes associated with SCD in a large cohort of patients who suffered sudden unexplained death or had an inherited cardiac disease (cardiomyopathy or channelopathy). A total of 1765 European patients were analyzed with a homemade algorithm for the assessment of CNVs using high-throughput sequencing data. Thirty-six CNVs were identified (2%), and most of them appeared to have a pathogenic role. The frequency of CNVs among cases of sudden unexplained death, patients with a cardiomyopathy or a channelopathy was 1.4% (8/587), 2.3% (20/874), and 2.6% (8/304), respectively. Detection rates were particularly high for arrhythmogenic cardiomyopathy (5.1%), long QT syndrome (4.7%), and dilated cardiomyopathy (4.4%). As such large genomic rearrangements underlie a non-neglectable portion of cases, we consider that their analysis should be performed as part of the routine genetic testing of sudden unexpected death cases and patients with SCD-related diseases

Additional value of screening for minor genes and copy number variants in hypertrophic cardiomyopathy.

Hypertrophic cardiomyopathy (HCM) is the most prevalent inherited heart disease. Next-generation sequencing (NGS) is the preferred genetic test, but the diagnostic value of screening for minor and candidate genes, and the role of copy number variants (CNVs) deserves further evaluation.Three hundred and eighty-seven consecutive unrelated patients with HCM were screened for genetic variants in the 5 most frequent genes (MYBPC3, MYH7, TNNT2, TNNI3 and TPM1) using Sanger sequencing (N = 84) or NGS (N = 303). In the NGS cohort we analyzed 20 additional minor or candidate genes, and applied a proprietary bioinformatics algorithm for detecting CNVs. Additionally, the rate and classification of TTN variants in HCM were compared with 427 patients without structural heart disease.The percentage of patients with pathogenic/likely pathogenic (P/LP) variants in the main genes was 33.3%, without significant differences between the Sanger sequencing and NGS cohorts. The screening for 20 additional genes revealed LP variants in ACTC1, MYL2, MYL3, TNNC1, GLA and PRKAG2 in 12 patients. This approach resulted in more inconclusive tests (36.0% vs. 9.6%, p<0.001), mostly due to variants of unknown significance (VUS) in TTN. The detection rate of rare variants in TTN was not significantly different to that found in the group of patients without structural heart disease. In the NGS cohort, 4 patients (1.3%) had pathogenic CNVs: 2 deletions in MYBPC3 and 2 deletions involving the complete coding region of PLN.A small percentage of HCM cases without point mutations in the 5 main genes are explained by P/LP variants in minor or candidate genes and CNVs. Screening for variants in TTN in HCM patients drastically increases the number of inconclusive tests, and shows a rate of VUS that is similar to patients without structural heart disease, suggesting that this gene should not be analyzed for clinical purposes in HCM

Libro Digital Proyectos Posgrados 2015-30

MaestríaDoctoradoDoctor en Ingeniería Eléctrica y ElectrónicaDoctor en Ingeniería CivilDoctor en Ingeniería de Sistemas y ComputaciónDoctor en Ingeniería IndustrialDoctor en Ingeniería MecánicaMagister en Gobierno de Tecnología InformáticaMagister en Ingeniería AdministrativaMagister en Ingeniería AmbientalMagister en Ingeniería CivilMagister en Ingeniería de Sistemas y ComputaciónMagister en Ingeniería EléctricaMagister en Ingeniería ElectrónicaMagister en Ingeniería IndustrialMagister en Ingeniería Mecánic

Classification of the novel variants identified in the NGS cohort.

<p>Classification of the novel variants identified in the NGS cohort.</p

Distribution of rare variants according to gene-level supporting evidence, ACMG clinical classification and minor allele frequency filtering.

<p>Distribution of rare variants according to gene-level supporting evidence, ACMG clinical classification and minor allele frequency filtering.</p

Rare variants (MAF <0.002) in the 5 most frequent sarcomere genes, 25 genes associated with or candidate for HCM and 24 genes (same panel excluding <i>TTN</i>).

<p>Rare variants (MAF <0.002) in the 5 most frequent sarcomere genes, 25 genes associated with or candidate for HCM and 24 genes (same panel excluding <i>TTN</i>).</p

Novel pathogenic/likely pathogenic variants found in validated sarcomere genes.

<p>Novel pathogenic/likely pathogenic variants found in validated sarcomere genes.</p

Novel variants of unknown significance in <i>TTN</i> gene that are deleterious according to multiple in silico predictors.

<p>Novel variants of unknown significance in <i>TTN</i> gene that are deleterious according to multiple in silico predictors.</p