WebThis repository constitutes SURFY2 and corresponds to the bioRxiv preprint 'Updating the in silico human surfaceome with meta-ensemble learning and feature engineering' by Daniel Bojar. SURFY2 is a machine learning classifier to predict whether a human transmembrane protein is located at the surface of a cell (the plasma membrane) or in one of the … WebFeb 1, 2024 · The surfaceome represents a signaling gateway for the cell that enables, but also limits, cellular communication to guide cellular behavior. Identity, quantity, and the spatiotemporal nanoscale organization of the surfaceome members determine cellular identity and the capacity of individual cells to communicate with the outside …
Fig. 1. Surfaceome definition and construction. (A) Visual...
Webin silico. literally ‘in silicon’, i.e. ‘in the computer’; referring to analysis or experimentation carried out in a computer environment, rather than in the laboratory ( IN VITRO ), or in … http://wlab.ethz.ch/surfaceome/#:~:text=The%20in%20silico%20surfaceome%20is%20a%20new%20public,to%20uncover%20cellular%20phenotypes%20and%20new%20surfaceome%20markers. number fill ins puzzles
Abstract LB132: In silico mutant neoantigen prediction - a …
WebJun 25, 2024 · A systematic cell surface interaction screen generates the human immunoglobulin superfamily interactome that includes over 500 receptor-ligand pairs, ... The in silico human surfaceome. Proc. Natl. Acad. Sci. USA. 2024; 115: E10988-E10997. Crossref; PubMed; Scopus (103) Google Scholar; Martinez-Martin, 2024. WebThe in silico surfaceome is a public resource which can be used to filter multiomics data to uncover cellular phenotypes and surfaceome markers. By our domain-specific feature … WebOct 29, 2024 · We applied a machine-learning approach utilizing domain-specific features to develop the accurate surfaceome predictor SURFY and used it to define the human in … number find a word