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Update ReadMapping.py

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Adri K. Grow 2025-08-27 13:18:28 -04:00 committed by GitHub
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Utilities/for_taxonomy/ReadMapping.py
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@ -7,6 +7,7 @@
#Inputs: Folder named 'TrimmedReads' containing all the trimmed reads #Inputs: Folder named 'TrimmedReads' containing all the trimmed reads
#Outputs: Folders with the names of the LKHs containing the sam/bam files #Outputs: Folders with the names of the LKHs containing the sam/bam files
#Example: python ReadMapping.py #Example: python ReadMapping.py
#IMPORTANT: Lines 34-42 manipulate the .bam files in several different ways including converting .sam to .bam, sorting, optional deduplicating, optional quality filtering, and retaining only mapped reads. It is the responsibility of the user to determine exactly which commands are needed.
''' '''
import os import os
@ -30,15 +31,15 @@ for x in folder:
if FPE.split("_FPE")[0] == RPE.split("_RPE")[0]: # Match sample IDs dynamically if FPE.split("_FPE")[0] == RPE.split("_RPE")[0]: # Match sample IDs dynamically
#The next few lines are several HISAT commands that will create new files #The next few lines are several HISAT commands that will create new files
#EDIT the name of the index and the name of the trimmed reads folder in the first command below (line 33) if necessary #EDIT the name of the index and the name of the trimmed reads folder in the first command below (line 33) if necessary
os.system("hisat2 -x Foram_Index -1 TrimmedReads/" +FPE+ " -2 TrimmedReads/" +RPE+ " -S sample.sam") os.system("hisat2 -x Ms15_Index -1 TrimmedReads/" +FPE+ " -2 TrimmedReads/" +RPE+ " -S sample.sam")
os.system("samtools view -bS sample.sam > sample.bam") os.system("samtools view -bS sample.sam > sample.bam") #converts .sam file to .bam file
os.remove("sample.sam") os.remove("sample.sam") #delete the .sam file as they are not needed after converting to .bam and are too big to store
os.system("samtools fixmate -O bam sample.bam fixmate_sample.bam") #os.system("samtools fixmate -O bam sample.bam fixmate_sample.bam") #use this command if you will be using the sambamba markdup command to remove duplicates
os.system("samtools sort -O bam -o sorted_sample.bam fixmate_sample.bam") os.system("samtools sort -O bam -o sorted_sample.bam sample.bam") #sorts the .bam file alignments by leftmost coordinates
os.system("sambamba markdup -r sorted_sample.bam sorted_sample.dedup.bam") #os.system("sambamba markdup -r sorted_sample.bam sorted_sample.dedup.bam") #removes duplicate reads - may not be appropriate for your study or protocols, user will need to determine if this is best practice for their study
os.system("samtools view -h -b -q 40 sorted_sample.dedup.bam > sorted_sample.q40.bam") #os.system("samtools view -h -b -q 40 sorted_sample.dedup.bam > sorted_sample.q40.bam") #only keeps reads with mapping quality ≥ 40, input is the dedup file but can easily be modified to use the sorted .bam file
os.system("samtools view -h -b -q 20 sorted_sample.dedup.bam > sorted_sample.q20.bam") #os.system("samtools view -h -b -q 20 sorted_sample.dedup.bam > sorted_sample.q20.bam") #only keeps reads with mapping quality ≥ 20, input is the dedup file but can easily be modified to use the sorted .bam file
os.system("samtools view -h -F 4 -b sorted_sample.dedup.bam > defaultparameters_sample.bam") os.system("samtools view -h -F 4 -b sorted_sample.bam > sorted_mapped_sample.bam") #only keeps mapped reads, using the sorted .bam file as input - this is the Katzlab transcriptomic final output that should be used for continued analyses
if not os.path.isdir(sample_id): if not os.path.isdir(sample_id):
os.mkdir(sample_id) #making folders with the names of the LKHs os.mkdir(sample_id) #making folders with the names of the LKHs