.. _backbone-label:

Mageck2
==============================

Introduction
~~~~~~~~
MAGeCK2 is a next-generation computational tool for CRISPR-Cas9 screening analysis, built upon MAGeCK. In addition to the original sgRNA/gene/pathway ranking workflow (count, test, mle, pathway, plot), it adds paired-sample analysis, UMI-aware read counting, and paired-guide (dual-guide) screen support. The container exposes two executables: "mageck2" (the main Python CLI) and "RRA" (the Robust Rank Aggregation helper invoked by "mageck2 test").


| For more information, please check:
| Docker Hub: https://hub.docker.com/r/arnstrm2/mageck2 
| Home page: https://github.com/davidliwei/mageck2 
| Documentation: https://github.com/davidliwei/mageck2-doc

.. note::
    Please follow the recommended citation guidelines from the developers when you use the tool in research.

Versions
~~~~~~~
.. list-table::
  :width: 100 %
  :widths: 25 75
  :header-rows: 1

  * - Cluster
    - Version(s)

  * - GAUTSCHI
    - 20260606
  * - NEGISHI
    - 20260606

Commands
~~~~~~~
- mageck2
- RRA

Module
~~~~~~~~
You can load the modules by::

    module load biocontainers
    module load mageck2

Example job
~~~~~
.. warning::
    Using ``#!/bin/sh -l`` as shebang in the slurm job script will cause the failure of some biocontainer modules. Please use ``#!/bin/bash`` instead.

To run mageck2 on our clusters:

.. tab-set::

  .. tab-item:: Anvil

    .. code-block:: bash

        #!/bin/bash
        #SBATCH -A myallocation     # Allocation name
        #SBATCH -p wholenode        # Partition name
        #SBATCH -t 1:00:00
        #SBATCH -N 1
        #SBATCH -n 1
        #SBATCH --job-name=mageck2
        #SBATCH --mail-type=FAIL,BEGIN,END
        #SBATCH --error=%x-%J-%u.err
        #SBATCH --output=%x-%J-%u.out

        module --force purge
        module biocontainers mageck2

        # Your mageck2 workflow...

  .. tab-item:: Bell, Gautschi, or Negishi

    .. code-block:: bash

        #!/bin/bash
        #SBATCH -A mygroup     # Group name
        #SBATCH -p cpu         # Partition name
        #SBATCH -q normal      # QOS name (optional)
        #SBATCH -t 1:00:00
        #SBATCH -N 1
        #SBATCH -n 1
        #SBATCH --job-name=mageck2
        #SBATCH --mail-type=FAIL,BEGIN,END
        #SBATCH --error=%x-%J-%u.err
        #SBATCH --output=%x-%J-%u.out

        module --force purge
        module biocontainers mageck2

        # Your mageck2 workflow...

  .. tab-item:: Gautschi-AI

    .. code-block:: bash

        #!/bin/bash
        #SBATCH -A mygroup     # Group name
        #SBATCH -p ai          # Partition name
        #SBATCH --gres=gpu:1   # Number of GPUs
        #SBATCH -q normal      # QOS name (optional)
        #SBATCH -t 1:00:00
        #SBATCH -N 1
        #SBATCH -n 1
        #SBATCH --job-name=mageck2
        #SBATCH --mail-type=FAIL,BEGIN,END
        #SBATCH --error=%x-%J-%u.err
        #SBATCH --output=%x-%J-%u.out

        module --force purge
        module biocontainers mageck2

        # Your mageck2 workflow...

  .. tab-item:: Gilbreth

    .. code-block:: bash

        #!/bin/bash
        #SBATCH -A mygroup     # Group name
        #SBATCH -p a100        # Partition name
        #SBATCH --gres=gpu:1   # Number of GPUs
        #SBATCH --mem=2G       # Memory
        #SBATCH -q normal      # QOS name (optional)
        #SBATCH -t 1:00:00
        #SBATCH -N 1
        #SBATCH -n 1
        #SBATCH --job-name=mageck2
        #SBATCH --mail-type=FAIL,BEGIN,END
        #SBATCH --error=%x-%J-%u.err
        #SBATCH --output=%x-%J-%u.out

        module --force purge
        module biocontainers mageck2

        # Your mageck2 workflow...

  .. tab-item:: Scholar

    .. code-block:: bash

        #!/bin/bash
        #SBATCH -A queue     # Queue name
        #SBATCH -t 1:00:00
        #SBATCH -N 1
        #SBATCH -n 1
        #SBATCH --job-name=mageck2
        #SBATCH --mail-type=FAIL,BEGIN,END
        #SBATCH --error=%x-%J-%u.err
        #SBATCH --output=%x-%J-%u.out

        module --force purge
        module biocontainers mageck2

        # Your mageck2 workflow...