Using MAST with RNASeq: MAIT Analysis.7 years ago
Overview | Loading and transforming data | Exploratory Data Analysis | Filtering | Recalculating the cellular detection rate (ngeneson) | PCA on filtered cells | Exercises on loading and transforming data | Adaptive thresholding | Exercises on thresholding | Differential Expression using a Hurdle model | Visualization of 50 most differentially expressed genes | Visualizing both components | Heatmap of MAITs based on most differentially expressed genes | Exercises on hurdle model differential expression | Residuals | Gene Set Enrichment Analysis
MAST 1.39.0Greg Finak, Andrew McDavid, Masanao Yajima, Jingyuan Deng, Vivian Gersuk, Alex Shalek, Chloe K. Schlicter, Hannah W. Miller, M. Juliana McElrath, Martin Prlic, Peter Linsley, Raphael GottardoMAITAnalysis.Rmd