21 research outputs found
Combining parametric, semi-parametric, and non-parametric survival models with stacked survival models
Predictive, Agent-Based, and Causal Machine Learning Models of U.S. Congressional Elections
A sterol-binding protein integrates endosomal lipid metabolism with TOR signaling and nitrogen sensing
Kes1, and other oxysterol-binding protein superfamily members, are involved in membrane and lipid trafficking through trans-Golgi network (TGN) and endosomal systems. We demonstrate that Kes1 represents a sterol-regulated antagonist of TGN/endosomal phosphatidylinositol-4-phosphate signaling. This regulation modulates TOR activation by amino acids and dampens gene expression driven by Gcn4, the primary transcriptional activator of the general amino acid control regulon. Kes1-mediated repression of Gcn4 transcription factor activity is characterized by nonproductive Gcn4 binding to its target sequences, involves TGN/endosome-derived sphingolipid signaling, and requires activity of the cyclin-dependent kinase 8 (CDK8) module of the enigmatic “large Mediator” complex. These data describe a pathway by which Kes1 integrates lipid metabolism with TORC1 signaling and nitrogen sensing
Mice with a D190N Mutation in the Gene Encoding Rhodopsin: A Model for Human Autosomal-Dominant Retinitis Pigmentosa
Rhodopsin is the G protein–coupled receptor in charge of initiating signal transduction in rod photoreceptor cells upon the arrival of the photon. D190N (RhoD190n), a missense mutation in rhodopsin, causes autosomal-dominant retinitis pigmentosa (adRP) in humans. Affected patients present hyperfluorescent retinal rings and progressive rod photoreceptor degeneration. Studies in humans cannot reveal the molecular processes causing the earliest stages of the condition, thus necessitating the creation of an appropriate animal model. A knock-in mouse model with the D190N mutation was engineered to study the pathogenesis of the disease. Electrophysiological and histological findings in the mouse were similar to those observed in human patients, and the hyperfluorescence pattern was analogous to that seen in humans, confirming that the D190N mouse is an accurate model for the study of adRP