Mutational Signature Analysis Tools


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Documentation for package ‘mSigTools’ version 1.0.7

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find_best_reconstruction_QP Find "best" reconstruction of a target signature or spectrum from a set of signatures.
match_two_sig_sets Find an optimal matching between two sets of signatures subject to a maximum distance.
optimize_exposure_QP Quadratic programming optimization of signature activities
plot_exposure Plot exposures in multiple plots, with each plot showing exposures for a manageable number of samples.
plot_exposure_to_pdf Plot exposures in multiple plots to a single PDF file, with each plot showing exposures for a manageable number of samples.
read_exposure Read an exposure matrix from a file.
sig_dist_matrix Compute a matrix of distances / similarities between two sets of signatures.
sort_exposure Sort columns of an exposure matrix based on the number of mutations in each sample (column).
TP_FP_FN_avg_sim Find best matches (by cosine similarity) of a set of mutational signatures to a set of reference mutational signatures.
write_exposure Write an exposure matrix to a file.