CFTR and cystic fibrosis: We tested whether the random forest models trained on endogenous mRNA features and transcriptome-wide readthrough efficiency measured by ribosome profiling can accurately predict the readthrough efficiency of 15 PTCs derived from CFTR nonsense alleles that are found in cystic fibrosis patients.