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hal.structure.identifierModels and Algorithms for the Genome [ MAGNOME]
dc.contributor.authorASSAR, Rodrigo
dc.date.accessioned2024-04-15T09:46:26Z
dc.date.available2024-04-15T09:46:26Z
dc.date.issued2011-10-10
dc.date.conference2011-10-10
dc.identifier.urihttps://oskar-bordeaux.fr/handle/20.500.12278/198006
dc.description.abstractEnThe Wnt/beta signaling pathway has an important role in neuroprotection and bone formation. The activation of this pathway induces the accumulation of beta-catenin in the nucleus of the cell, which interacts with a TCF/LEF transcription factor to activate the expression of the so called Wnt target genes. Some proteins implied in neuroprotection such as CamK4, and other ones related to bone formation, e.g. Runx2, are Wnt targets. Modeling the stimulatory effects of the Wnt pathway on neuroprotection functions and bone formation allow us to analyze in silico the physiological responses to treatments of degenerative disorders such as Alzheimer's disease and osteoporosis. To obtain in-silico new Wnt target genes and insights about regulation, we built an statistical method based on CART. It is trained by the information about the transcription factor binding site motifs in the nearby regions of known Wnt target genes. Between the new Wnt target, we found genes that protect cells against amyloid beta toxicity: e.g. calcium/calmodulin-dependent protein kinase IV (CamK4), for which there exist strong evidences for up-regulation in response to both Wnt ligands and lithium.
dc.language.isoen
dc.title.enGenome-wide annotation of human Wnt target genes using CART: toward treatments of degenerative diseases
dc.typeCommunication dans un congrès
dc.subject.halInformatique [cs]/Bio-informatique [q-bio.QM]
dc.subject.halSciences du Vivant [q-bio]/Bio-Informatique, Biologie Systémique [q-bio.QM]
bordeaux.hal.laboratoriesLaboratoire Bordelais de Recherche en Informatique (LaBRI) - UMR 5800*
bordeaux.institutionUniversité de Bordeaux
bordeaux.institutionBordeaux INP
bordeaux.institutionCNRS
bordeaux.conference.titleEuropean Neurodegenerative Diseases & European Genomics Meeting
bordeaux.countryIT
bordeaux.conference.cityRome
bordeaux.peerReviewedoui
hal.identifierhal-00649895
hal.version1
hal.invitednon
hal.proceedingsnon
hal.conference.organizerGeneExpression Systems, Appasani Research Conferences (ARCEI.org) , and Consiglio Nazionale delle Ricerche (CNR)
hal.conference.end2011-10-11
hal.popularnon
hal.audienceInternationale
hal.origin.linkhttps://hal.archives-ouvertes.fr//hal-00649895v1
bordeaux.COinSctx_ver=Z39.88-2004&rft_val_fmt=info:ofi/fmt:kev:mtx:journal&rft.date=2011-10-10&rft.au=ASSAR,%20Rodrigo&rft.genre=unknown


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