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Pipeline for testing bacterial AMR screening pipeline

1. Miniconda installation

Follow tutorial below for different OS

a. for Linux: https://docs.conda.io/projects/conda/en/stable/user-guide/install/linux.html

b. for MacOS: https://docs.conda.io/projects/conda/en/stable/user-guide/install/macos.html

2. Setup bioconda channel

Before start working with conda, the bioconda channel need to be set up. Open new terminal after installing miniconda, then input these commands:
conda config --add channels bioconda
conda config --add channels conda-forge

3. Create new environment specific for Illumina and ont sequencing reads analysis

a. for illumina reads processing pipeline, execute command below: 

conda create -n illumina falco fastp seqkit csvtk spades shovill abricate hamronization mlst checkm-genome quast prokka bakta multiqc

the command above will create new conda environment named ‘illumina’ that contain tools:

  • raw reads QC and filtering: falco, seqkit and fastp
  • assembly: spades and shovill
  • assembly evaluation: quast and checkm
  • annotation: prokka and bakta
  • sequence typing: mlst
  • antimicrobial screening: abricate

b. for oxford nanopore technologies pipeline, execute the command below:

conda create -n ont nanoplot seqkit csvtk flye abricate mlst hamronization checkm-genome quast prokka bakta multiqc

the command above will create new conda environment named ‘ont’ that contain tools:

  • raw reads QC: nanoplot and seqkit
  • assembly: flye
  • assembly evaluation: quast and checkm
  • annotation: prokka and bakta
  • sequence typing: mlst
  • antimicrobial screening: abricate

4. Prepare raw reads for each platform analysis

public raw reads from study PRJNA315192 will be used in this pipeline. to download them, fetch and run script: - Illumina: _illumina_raw_downloads.sh_ - Nanopore: _nanopore_raw_downloads.sh_

it is advised to create separate folder for testing illumina and nanopore pipeline, then put each of the script above to respective folder.

5. Testing analysis pipeline for each platform

- Illumina: _illumina_bacterial_pipeline_v1.sh_ - Nanopore: _nanopore_bacterial_pipeline_v1.sh_

Put the script above in the same folder where you put the script to download raw reads above, for Illumina and Nanopore respectively.

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This repository provides a standardized pipeline for Antimicrobial Resistance (AMR) analysis tailored for Indonesian healthcare and research contexts. The pipeline streamlines AMR data processing, analysis, and reporting to support evidence-based antimicrobial stewardship and surveillance efforts across Indonesia

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