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Network-based coverage of mutational profiles
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Singh-Lab/nCOP
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# --------------------------------------------------------------------------- # # nCOP - Network Coverage of Patients # --------------------------------------------------------------------------- # # # Author: Borislav Hristov (borislav@cs.princeton.edu) # # I. Input # # There are two required inputs: # 1) a network file and 2) a mutational file containing genes with list of # individuals that have variants in these genes. # # Additionally, the user may provide: # 3) a weight file specifying a weight for each node in the network # 4) a value for alpha (in which case the program skips the step selecting # alpha and uses the user specified value) # 5) output prefix which is used in the beginning of the name of # the output file # # II. Output # # output_prefix_results.txt is written in the Outputs directory. The file # contain a list of candidate genes ranked by how frequently they appear # in the randomized runs. # # III. How to run # # 1. To run with basic inputs: # ./run_nCOP network_file.txt mutational_file.txt # # 2. If you want to specify any additional parameter add "param=value" # ./run_nCOP network_file.txt mutational_file.txt weights=weights_file.txt alpha=0.5 output_prefix=my_output # # Note that nCOP is implemented in Ruby. You need an installed Ruby which can # be simply done via: sudo apt-get install ruby-full # # IV. Input File Formats # # 1. Network file: each line specifies an edge, white space delimited: # GENE_ID GENE_ID # # 2. Mutational file: each line is white space delimited # GENE_ID INDIVIDUAL_1 INDIVIDUAL_3 # GENE_ID INDIVIDUAL_5 # # 3. Weights file: # GENE_ID WEIGHT # i.e TP53 0.59 #
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