Mercurial > repos > cpt > cpt_disruptin_finder
diff disruptin_finder.py @ 1:b973bc75693d draft
planemo upload commit 94b0cd1fff0826c6db3e7dc0c91c0c5a8be8bb0c
author | cpt |
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date | Mon, 05 Jun 2023 02:40:49 +0000 |
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--- /dev/null Thu Jan 01 00:00:00 1970 +0000 +++ b/disruptin_finder.py Mon Jun 05 02:40:49 2023 +0000 @@ -0,0 +1,93 @@ +""" +This program is intended to find gene products that would be acceptable disruptin candidates. + +The criteria can be toggled between selecting for proteins with: + - net charge above a give threshold (default = +4) and length less than given threshold (default = 100 aa) + OR + - ratio of number of charged residues to length of the sequence above a given threshold (default = 0.25 residue/aa) + and length less than given threshold (default = 100 aa) + OR + - net charge above a give threshold (default = +4), ratio of number of charged residues to length of the sequence + above a given threshold (default = 0.25 residue/aa), and length less than given threshold (default = 100 aa) + +Net charge of a sequence is calculated so that for every R or K residue the net charge increases by one, and for every +D or E residue the net charge decreases by one. The ratio of charged residues to length is calculated in a similar manner. +The residues R, K, D, and E each increase the number of charged residues by one, and total for the sequence is then +divided by the length to get the ratio. + +Input a multi fasta file with all of the predicted protein sequences from the genome as well as a threshold +sequence length, net charge, and charge residue to length ratio. The program outputs another fasta file. +The output fasta file includes records for all the sequences meeting the size and charge criteria. + +""" + +from Bio import SeqIO +import argparse +import sys + + +def disruptin_finder( + fasta_file, thresh_size, thresh_net_charge, thresh_charge_ratio, selection_criteria +): + # Iterable variables + net_charge = 0 + charge_res = 0 + + # Create record variable to store record information + total_record = [] + + # Parse the .fasta file and get the sequence + for rec in SeqIO.parse(fasta_file, "fasta"): + sequence = str(rec.seq) + + if len(sequence) <= thresh_size: + for aa in sequence: + # For R and K residues a positive charge is given + if aa in "RK": + net_charge += 1 + charge_res += 1 + # For D and E residues a negative charge is given + elif aa in "DE": + net_charge -= 1 + charge_res += 1 + + # Charge (total charged residues) to size ratio is calculated + Length = len(sequence) + charge_ratio = float(charge_res) / float(Length) + + # Based on the user-specified selection criteria a list of records is compiled + if selection_criteria == "net": + if net_charge >= thresh_net_charge: + total_record = total_record + [rec] + elif selection_criteria == "ratio": + if charge_ratio >= thresh_charge_ratio: + total_record = total_record + [rec] + elif selection_criteria == "both": + if ( + charge_ratio >= thresh_charge_ratio + and net_charge >= thresh_net_charge + ): + total_record = total_record + [rec] + + # Reset the iterable variables + net_charge = 0 + charge_res = 0 + + # The total list of records is returned by the function + yield total_record + + +if __name__ == "__main__": + # Grab all of the filters from our plugin loader + parser = argparse.ArgumentParser(description="Disruptin Finder") + parser.add_argument( + "fasta_file", type=argparse.FileType("r"), help="Multi-FASTA Input" + ) + parser.add_argument("--thresh_net_charge", type=int, default=4) + parser.add_argument("--thresh_size", type=int, default=100) + parser.add_argument("--thresh_charge_ratio", type=float, default=0.25) + parser.add_argument("--selection_criteria", action="store") + args = parser.parse_args() + + for seq in disruptin_finder(**vars(args)): + SeqIO.write(seq, sys.stdout, "fasta")