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ONT-centrifuge2

This is analysis of oxford nanopore Sequencing platform long reads of bacterial DNA.

Tools used

#seqKit

  • SeqKit -- a cross-platform and ultrafast toolkit for FASTA/Q file manipulation Version: 2.6.1 - Summary of Fastq file were generated using seqkit.
seqkit stat file.fastq # to check summary of fastq file 
seqkit seq -m 1000 -M 40000 basecalls.fastq > filtered.fastq #to filter read that were below 1000 and more than 40000

#guppy base caller

  • Guppy Basecalling Software, (C) Oxford Nanopore Technologies plc. Version 6.5.7+ca6d6af, minimap2 version 2.24-r1122.
  • Guppy was discontinued, thats why we didnot use it further.

#Dorado Basecaller

  • Dorado is Software developed by Oxford Nanopore. - Dorado version used for this analysis was 0.5.1+a7fb3e3.
  • Base were called in pod5 files from MinIons using [[email protected]] model and fastq file were generated.
# to basecall from pod5.file  
dorado basecaller [email protected] path/to/file/pod5/ --emit-fastq -r > path/to/store/dorado_output/basecalls.fastq

#NanoPlot for Quality visualization - NanoPlot 1.42.0 is used for qc visualtation of fastq files generated from Dorado basecaller.

# to generate quality control visualization plot 
 NanoPlot --fastq path/to/data/filename.fastq
 

#Centrifuge taxonomic classifier

  • Centrifuge-class version 1.0.4 64-bit Built on Nebula Fri Jan 5 09:08:09 AM EST 2024 Compiler: gcc version 11.4.0 (Ubuntu 11.4.0-1ubuntu1~22.04) version 1.0.4 metagenomics classifier
  • Reference database: Bacteria,Archaea (compressed) 6.3 GB Last updated: 4/15/2018
  • Reads were classified using centrifuge
# to run centrifuge make sure database index is created or download from website
centrifuge -x pathway/to/databse/p_compressed \
-U path/to/input/fastq \
-S report.txt -report-file report.centrifuge.tsv

# to generate Kraken2 like report 
centrifuge-kreport -x pathway/to/databse/p_compressed path/tocentrifuge_output/report.txt > report.centrifuge.kreport.txt