01871nas a2200337   4500008004100000022001400041245010900055210006900164260001600233300001000249490000600259520081400265653001501079653002601094653001501120653002101135653001801156653002001174653001101194653001901205653001401224653002001238653001301258653002401271100001901295700003001314700001901344700002401363700002001387856012601407       2015                        eng d  a2045-232200aUsing activation status of signaling pathways as mechanism-based biomarkers to predict drug sensitivity.0 aUsing activation status of signaling pathways as mechanismbased   c2015 Dec 18  a184940 v53 a<p>Many complex traits, as drug response, are associated with changes in biological pathways rather than being caused by single gene alterations. Here, a predictive framework is presented in which gene expression data are recoded into activity statuses of signal transduction circuits (sub-pathways within signaling pathways that connect receptor proteins to final effector proteins that trigger cell actions). Such activity values are used as features by a prediction algorithm which can efficiently predict a continuous variable such as the IC50 value. The main advantage of this prediction method is that the features selected by the predictor, the signaling circuits, are themselves rich-informative, mechanism-based biomarkers which provide insight into or drug molecular mechanisms of action (MoA). </p>10aAlgorithms10aAntineoplastic Agents10abiomarkers10aCell Line, Tumor10aCell Survival10agene expression10aHumans10aLethal Dose 5010aNeoplasms10aPhosphorylation10aProteins10aSignal Transduction1 aAmadoz, Alicia1 aSebastián-Leon, Patricia1 aVidal, Enrique1 aSalavert, Francisco1 aDopazo, Joaquin  uhttps://www.clinbioinfosspa.es/content/using-activation-status-signaling-pathways-mechanism-based-biomarkers-predict-drug03520nas a2200493   4500008004100000022001400041245012700055210006900182260001600251300000700267490000600274520197600280653001202256653002302268653001802291653001602309653002002325653001102345653003102356653002902387653002302416653002802439653000902467653001202476653002402488653002002512653001502532653002402547653002702571653003602598100001802634700003002652700002302682700002902705700002102734700002002755700001902775700001602794700001602810700002002826700002402846700002302870856013302893       2011                        eng d  a1755-879400aEarly peroxisome proliferator-activated receptor gamma regulated genes involved in expansion of pancreatic beta cell mass.0 aEarly peroxisome proliferatoractivated receptor gamma regulated   c2011 Dec 30  a860 v43 a<p><b>BACKGROUND: </b>The progression towards type 2 diabetes depends on the allostatic response of pancreatic beta cells to synthesise and secrete enough insulin to compensate for insulin resistance. The endocrine pancreas is a plastic tissue able to expand or regress in response to the requirements imposed by physiological and pathophysiological states associated to insulin resistance such as pregnancy, obesity or ageing, but the mechanisms mediating beta cell mass expansion in these scenarios are not well defined. We have recently shown that ob/ob mice with genetic ablation of PPARγ2, a mouse model known as the POKO mouse failed to expand its beta cell mass. This phenotype contrasted with the appropriate expansion of the beta cell mass observed in their obese littermate ob/ob mice. Thus, comparison of these models islets particularly at early ages could provide some new insights on early PPARγ dependent transcriptional responses involved in the process of beta cell mass expansion</p><p><b>RESULTS: </b>Here we have investigated PPARγ dependent transcriptional responses occurring during the early stages of beta cell adaptation to insulin resistance in wild type, ob/ob, PPARγ2 KO and POKO mice. We have identified genes known to regulate both the rate of proliferation and the survival signals of beta cells. Moreover we have also identified new pathways induced in ob/ob islets that remained unchanged in POKO islets, suggesting an important role for PPARγ in maintenance/activation of mechanisms essential for the continued function of the beta cell.</p><p><b>CONCLUSIONS: </b>Our data suggest that the expansion of beta cell mass observed in ob/ob islets is associated with the activation of an immune response that fails to occur in POKO islets. We have also indentified other PPARγ dependent differentially regulated pathways including cholesterol biosynthesis, apoptosis through TGF-β signaling and decreased oxidative phosphorylation.</p>10aAnimals10aCell Proliferation10aCell Survival10aCholesterol10aDown-Regulation10aFemale10aGene Expression Regulation10aGene Knockout Techniques10aInsulin Resistance10aInsulin-Secreting Cells10aMice10aobesity10aOxidation-Reduction10aPhosphorylation10aPPAR gamma10aSignal Transduction10aTranscription, Genetic10aTransforming Growth Factor beta1 aVivas, Yurena1 aMartinez-Garcia, Cristina1 aIzquierdo, Adriana1 aGarcia-Garcia, Francisco1 aCallejas, Sergio1 aVelasco, Ismael1 aCampbell, Mark1 aRos, Manuel1 aDopazo, Ana1 aDopazo, Joaquin1 aVidal-Puig, Antonio1 aMedina-Gomez, Gema  uhttps://www.clinbioinfosspa.es/content/early-peroxisome-proliferator-activated-receptor-gamma-regulated-genes-involved-expansion