diff --git a/dev/404.html b/dev/404.html index 4f04075..d442244 100644 --- a/dev/404.html +++ b/dev/404.html @@ -1 +1 @@ - CHAMPAGNE

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Changelog

CHAMPAGNE development version

New features

  • Create a script (bin/champagne) to provide an interface to the champagne CLI that works out-of-the-box without the need to install the python package with pip. (#180, @kelly-sovacool)
  • However, any dependencies not in the Python Standard Library must be installed for this to work. See the dependencies list in pyproject.toml.
  • Allow additional columns in the sample sheet beyond the minimum required header. (#176, @kelly-sovacool)
  • Add a workflow entry point to download fastq files from SRA. (#176, @kelly-sovacool)
  • Add test_human profile with chipseq data from ENCODE. (#176, @kelly-sovacool)

Bug fixes

  • Fix configuration files for compatibility with using the GitHub repo as the source. (#173, @kelly-sovacool)
  • These equivalent commands now work: 
    nextflow run CCBR/CHAMPAGNE
+ Changelog - CHAMPAGNE      
     
      
      
     
      
     
     
     
     
      
     
     
     
     
     
    Changelog
     
    CHAMPAGNE development version
     
    New features
     
       
    • Create a script (bin/champagne) to provide an interface to the champagne CLI that works out-of-the-box without the need to install the python package with pip. (#180, @kelly-sovacool)
      •  
    • However, any dependencies not in the Python Standard Library must be installed for this to work. See the dependencies list in pyproject.toml.
      •  
    • Allow additional columns in the sample sheet beyond the minimum required header. (#176, @kelly-sovacool)
      •  
    • Add a workflow entry point to download fastq files from SRA. (#176, @kelly-sovacool)
      •  
    • Add test_human profile with chipseq data from ENCODE. (#176, @kelly-sovacool)
      •  
     
    Bug fixes
     
       
    • Fix configuration files for compatibility with using the GitHub repo as the source. (#173, @kelly-sovacool)
      •  
    • These equivalent commands now work: 
      nextflow run CCBR/CHAMPAGNE
 champagne run --main CCBR/CHAMPAGNE
 
      •  
    • Allow multiple samples to use the same input. (#176, @kelly-sovacool)
      •  
    • In the biowulf config profile, switch variable $SLURM_JOBID to $SLURM_JOB_ID. (@kelly-sovacool)
      •  
    • Increase resource allocations for chipseeker and deeptools. (#192, @slsevilla)
      •  
    • Check the validity of the contrastsheet earlier on in the workflow. (#192, @slsevilla; #200, @kelly-sovacool)
      •  
     
    Misc
      
    CHAMPAGNE 0.3.0
     
    New features
     
       
    • Find motifs in the genome with Homer. (#142)
      •  
    • Run motif enrichment analysis with MEME. (#142)
      •  
    • Annotate peaks with chipseeker. (#142,#147,#157)
      •  
    • Add preseq complexity curve and fastq screen to multiqc report. (#147)
      •  
    • Support multiple replicates per sample and call consensus peaks on replicates. (#129)
      •  
    • Optionally normalize p-values with the CCBR/consensus_peaks subworkflow.
      •  
    • Implement differential peak calling. (#158)
      •  
    • Optionally specify contrasts via a YAML file. If no file is specified, differential analysis is not performed.
      •  
    • If any sample has only one replicate, run MAnorm, otherwise run diffbind.
      •  
    • Print the recommended citation in bibtex format with champagne --citation. (#153)
      •  
    • CHAMPAGNE is also now archived in Zenodo with DOI 10.5281/zenodo.10516078.
      •  
    • The docs website now has a dropdown menu to select which version to view. The latest release is shown by default. (#170)
      •  
     
    Bug fixes
     
       
    • Fix deepTools plots (#144):
      •  
    • Per sample fingerprint plots instead of per replicate.
      •  
    • Input normalized profile plots.
      •  
    • Protein-coding-only versions of plots.
      •  
    • Ensure sample IDs are sorted. (#150)
      •  
    • Fix a bug where the wrong SICER output file was used for downstream analyses. (#155)
      •  
    • Fix CLI profile on machines other than biowulf & FRCE. (#168)
      •  
    • Fix broken bold styling in documentation website. (#53)
      •  
     
    CHAMPAGNE 0.2.2
     
       
    • Fix permissions issues in the CLI. (#167)
      •  
     
    CHAMPAGNE 0.2.1
     
       
    • Fix a bug in QC stats that mixed up the statistics for different samples. (#125)
      •  
    • Fix a bug in the CLI that added the -profile to the nextflow command even if it wasn't needed (#125).
      •  
    • Report read counts between blacklist & filtering steps in the QC table. (#125)
      •  
    • Run spooker on workflow completion (#126).
      •  
     
    CHAMPAGNE 0.2.0
     
    New features
     
       
    • Implement peak calling with sicer2, macs2, and gem. (#52)
      •  
    • Add parameter options to skip QC, input normalization, and/or peak calling steps. (#72)
      •  
    • Calculate and plot QC metrics for called peaks:
      •  
    • Fraction in Peaks (FRiP) (#89)
      •  
    • Jaccard index (#92)
      •  
    • Histogram of peak widths (#92)
      •  
    • Add support for paired-end reads. (#105)
      •  
    • Add an option to use a custom reference from a genome fasta, gtf, and blacklist file. (#105)
      •  
    • Champagne CLI: (#112)
      •  
    • New --mode option for champagne run to execute the workflow locally ('local') or submit it as a slurm job ('slurm').
      •  
    • Option to override the path to the champagne main.nf file or specify the github repo (CCBR/CHAMPAGNE) instead. 
      # use the default path
 champagne run ...
@@ -6,4 +6,4 @@
 champagne run path/to/champagne/main.nf
 # use a revision from github instead
 champagne run CCBR/CHAMPAGNE -r v0.1.0
-
      •  
     
    Bug fixes
     
       
    • CLI:
      •  
    • Error when biowulf-specific environment variables are not defined. (#54)
      •  
    • The host is now correctly detected as biowulf via scontrol. (#75)
      •  
    • Containers:
      •  
    • Containers are now specified in process definitions instead of withName/withLabel for better control. (#69)
         
      • Shared containers are specified as parameters in the config file conf/containers.config.
        •  
       
      •  
    • No longer use --mount type=bind or --volume for making directories available to processes in containers. Instead, use Nextflow's Channel.fromPath constructor with type: 'dir'. (#71)
      •  
     
    API-breaking changes
     
       
    • An error is thrown when a required input file doesn't exist. (#71)
      •  
    • Previously, the workflow quietly didn't run the process(es) that required the missing file.
      •  
    • Renamed champagne config to champagne init to avoid clashing with nextflow config. (#112)
      •  
     
    CHAMPAGNE 0.1.0
     
    Quality control steps implemented for single-end reads
     
       
    • Trim raw reads, FastQC on raw and trimmed reads, and FastQ Screen on trimmed reads.
      •  
    • Exclude reads that align to blacklist regions, align remaining reads to the reference genome, and deduplicate.
      •  
    • Preseq on aligned reads.
      •  
    • Phantompeakqualtools on aligned and deduplicated reads.
      •  
    • Process reads with deepTools: bam coverage to generate bigwigs for each sample, summarize all bigwigs, and compute matrices relative to TSSs and scaled to metagene regions.
      •  
    • Generate plots with deepTools: PCA, profile, heatmap, spearman correlation, and fingerprint plots.
      •  
    • Summarize all quality control steps in a MultiQC report.
      •  
    • Input-normalize ChIP fragments for the next stage of the pipeline.
      •  
       
     
      
      
      
     
     
     
        
\ No newline at end of file
+

Bug fixes

  • CLI:
  • Error when biowulf-specific environment variables are not defined. (#54)
  • The host is now correctly detected as biowulf via scontrol. (#75)
  • Containers:
  • Containers are now specified in process definitions instead of withName/withLabel for better control. (#69)
    • Shared containers are specified as parameters in the config file conf/containers.config.
  • No longer use --mount type=bind or --volume for making directories available to processes in containers. Instead, use Nextflow's Channel.fromPath constructor with type: 'dir'. (#71)

API-breaking changes

  • An error is thrown when a required input file doesn't exist. (#71)
  • Previously, the workflow quietly didn't run the process(es) that required the missing file.
  • Renamed champagne config to champagne init to avoid clashing with nextflow config. (#112)

CHAMPAGNE 0.1.0

Quality control steps implemented for single-end reads

  • Trim raw reads, FastQC on raw and trimmed reads, and FastQ Screen on trimmed reads.
  • Exclude reads that align to blacklist regions, align remaining reads to the reference genome, and deduplicate.
  • Preseq on aligned reads.
  • Phantompeakqualtools on aligned and deduplicated reads.
  • Process reads with deepTools: bam coverage to generate bigwigs for each sample, summarize all bigwigs, and compute matrices relative to TSSs and scaled to metagene regions.
  • Generate plots with deepTools: PCA, profile, heatmap, spearman correlation, and fingerprint plots.
  • Summarize all quality control steps in a MultiQC report.
  • Input-normalize ChIP fragments for the next stage of the pipeline.
\ No newline at end of file diff --git a/dev/contributing/index.html b/dev/contributing/index.html index ffa44a1..5d5044c 100644 --- a/dev/contributing/index.html +++ b/dev/contributing/index.html @@ -1,5 +1,5 @@ - How to contribute - CHAMPAGNE
Skip to content

Contributing to CHAMPAGNE

TODO -- describe gitflow, require PRs...

Use pre-commit hooks

Pre-commit can automatically format your code, check for spelling errors, etc. every time you commit.

Install pre-commit if you haven't already, then run pre-commit install to install the hooks specified in .pre-commit-config.yaml. Pre-commit will run the hooks every time you commit.

Versions

Increment the version number following semantic versioning1 in the VERSION file.

Changelog

Keep the changelog up to date with all notable changes in CHANGELOG.md2.

VS code extensions

If you use VS code, installing nf-core extension pack is recommended.

Installation

For testing and debugging, We recommend installing the dev version of champagne to a user-specific location.

git clone https://github.com/CCBR/CHAMPAGNE
+ How to contribute - CHAMPAGNE      
 
  
  
 
  
 
 
 
 
  
 
 
 
 
 
Contributing to CHAMPAGNE
 
TODO -- describe gitflow, require PRs...
 
Use pre-commit hooks
 
Pre-commit can automatically format your code, check for spelling errors, etc. every time you commit.
 
Install pre-commit if you haven't already, then run pre-commit install to install the hooks specified in .pre-commit-config.yaml. Pre-commit will run the hooks every time you commit.
 
Versions
 
Increment the version number following semantic versioning1 in the VERSION file.
 
Changelog
 
Keep the changelog up to date with all notable changes in CHANGELOG.md2.
 
VS code extensions
 
If you use VS code, installing nf-core extension pack is recommended.
 
Installation
 
For testing and debugging, We recommend installing the dev version of champagne to a user-specific location.
 
git clone https://github.com/CCBR/CHAMPAGNE
 mkdir -p ~/bin/champagne
 pip install ./CHAMPAGNE -t ~/bin/champagne
 export PATH="$HOME/bin/champagne/bin:$PATH"
-
  
 
 
     
  1.  
    semantic versioning guidelines https://semver.org/ ↩
     
    2.  
  2.  
    changelog guidelines: https://keepachangelog.com/en/1.1.0/ ↩
     
    3.  
 
  
 
  
  
  
 
 
 
    
\ No newline at end of file
+

  1. semantic versioning guidelines https://semver.org/ ↩

  2. changelog guidelines: https://keepachangelog.com/en/1.1.0/ ↩

\ No newline at end of file diff --git a/dev/contributors/index.html b/dev/contributors/index.html index fa130f5..e1740e0 100644 --- a/dev/contributors/index.html +++ b/dev/contributors/index.html @@ -1 +1 @@ - Contributors - CHAMPAGNE
Skip to content

Should include a list of all contributors, including GitHub handles when appropriate. In addition, a statement of who contributed to the source code specifically, identified by initials. An example is included below.

TODO: populate this automagically similar to https://nf-co.re/contributors? or link to GitHub contributor page? could use gh action: https://github.com/lowlighter/metrics/blob/master/source/plugins/contributors/README.md

Contributions

The following members contributed to the development of the CARLISLE pipeline:

SS contributed to the generating the source code and all members contributed to the main concepts and analysis.

\ No newline at end of file + Contributors - CHAMPAGNE
Skip to content

Should include a list of all contributors, including GitHub handles when appropriate. In addition, a statement of who contributed to the source code specifically, identified by initials. An example is included below.

TODO: populate this automagically similar to https://nf-co.re/contributors? or link to GitHub contributor page? could use gh action: https://github.com/lowlighter/metrics/blob/master/source/plugins/contributors/README.md

Contributions

The following members contributed to the development of the CARLISLE pipeline:

SS contributed to the generating the source code and all members contributed to the main concepts and analysis.

\ No newline at end of file diff --git a/dev/getting-started/index.html b/dev/getting-started/index.html index 7570337..237ec83 100644 --- a/dev/getting-started/index.html +++ b/dev/getting-started/index.html @@ -1,8 +1,8 @@ - Getting Started - CHAMPAGNE
Skip to content

Getting Started with CHAMPAGNE

TODO intro paragraph

Installation

CHAMPAGNE is installed on the Biowulf and FRCE clusters as part of the ccbrpipeliner module. If you'd like to run the pipeline in a different execution environment, take a look at how to run the nextflow pipeline directly.

Prepare a sample sheet

TODO

Initialize

Copy the configuration files to your current working directory

champagne init
+ Getting Started - CHAMPAGNE      
 
  
  
 
  
 
 
 
 
  
 
 
 
 
 
Getting Started with CHAMPAGNE
 
TODO intro paragraph
 
Installation
 
CHAMPAGNE is installed on the Biowulf and FRCE clusters as part of the ccbrpipeliner module. If you'd like to run the pipeline in a different execution environment, take a look at how to run the nextflow pipeline directly.
 
Prepare a sample sheet
 
TODO
 
Initialize
 
Copy the configuration files to your current working directory
 
champagne init
 
 
Run
 
TODO preview, stub, mode=slurm
 
TODO required params
 
Run preview to view processes that will run:
 
champagne run -profile test -preview
 
 
Launch a stub run to view processes that will run and download containers:
 
champagne run -profile test,singularity -stub
 
 
Run the test dataset using the test profile:
 
champagne run -profile test,singularity
 
 
or explicitly specify the output directory and input:
 
champagne run -profile singularity --outdir results/test --input assets/samplesheet_test.csv
 
 
Custom reference genome
 
TODO different required params
 
Create and use a custom reference genome:
 
champagne run -profile test -entry MAKE_REFERENCE
 champagne run -profile test -c results/test/genome/custom_genome.config
-
  
 
  
  
  
 
 
 
    
\ No newline at end of file
+
\ No newline at end of file diff --git a/dev/index.html b/dev/index.html index bc8a371..bf05b9d 100644 --- a/dev/index.html +++ b/dev/index.html @@ -1,4 +1,4 @@ - CHAMPAGNE
Skip to content

CHAMPAGNE 🍾

CHromAtin iMmuno PrecipitAtion sequencinG aNalysis pipEline

build mkdocs DOI

🚧 This project is under active development. It is not yet ready for production use. 🚧

Set up

Champagne is installed on the Biowulf HPC. For installation in other execution environments, refer to the docs.

Biowulf

Champagne is available on Biowulf in the ccbrpipeliner module. You'll first need to start an interactive session and create a directory from where you'll run champagne.

# start an interactive node
+ CHAMPAGNE      
 
  
  
 
  
 
 
 
 
  
 
 
 
 
  
CHAMPAGNE 🍾
 
CHromAtin iMmuno PrecipitAtion sequencinG aNalysis pipEline
 
build mkdocs DOI
 
🚧 This project is under active development. It is not yet ready for production use. 🚧
 
Set up
 
Champagne is installed on the Biowulf HPC. For installation in other execution environments, refer to the docs.
 
Biowulf
 
Champagne is available on Biowulf in the ccbrpipeliner module. You'll first need to start an interactive session and create a directory from where you'll run champagne.
 
# start an interactive node
 sinteractive --mem=2g --cpus-per-task=2 --gres=lscratch:200
 # make a working directory for your project and go to it
 mkdir -p /data/$USER/chipseq
@@ -23,4 +23,4 @@
     --input samplesheet.csv \
     --genome custom_genome \
     -c custom_genome/genome/custom_genome.config
-
 
Help & Contributing
 
Come across a bug? Open an issue and include a minimal reproducible example.
 
Have a question? Ask it in discussions.
 
Want to contribute to this project? Check out the contributing guidelines.
 
References
 
This repo was originally generated from the CCBR Nextflow Template. The template takes inspiration from nektool1 and the nf-core template. If you plan to contribute your pipeline to nf-core, don't use this template -- instead follow nf-core's instructions2.
  
Information on who the pipeline was developed for, and a statement if it's only been tested on Biowulf. For example:
 
It has been developed and tested solely on NIH HPC Biowulf.
 
Also include a workflow image to summarize the pipeline.
 
 
 
     
  1.  
    nektool https://github.com/beardymcjohnface/nektool ↩
     
    2.  
  2.  
    instructions for nf-core pipelines https://nf-co.re/docs/contributing/tutorials/creating_with_nf_core ↩
     
    3.  
 
  
 
  
  
  
 
 
 
    
\ No newline at end of file
+

Help & Contributing

Come across a bug? Open an issue and include a minimal reproducible example.

Have a question? Ask it in discussions.

Want to contribute to this project? Check out the contributing guidelines.

References

This repo was originally generated from the CCBR Nextflow Template. The template takes inspiration from nektool1 and the nf-core template. If you plan to contribute your pipeline to nf-core, don't use this template -- instead follow nf-core's instructions2.

Information on who the pipeline was developed for, and a statement if it's only been tested on Biowulf. For example:

It has been developed and tested solely on NIH HPC Biowulf.

Also include a workflow image to summarize the pipeline.

  1. nektool https://github.com/beardymcjohnface/nektool ↩

  2. instructions for nf-core pipelines https://nf-co.re/docs/contributing/tutorials/creating_with_nf_core ↩

\ No newline at end of file diff --git a/dev/manifests/index.html b/dev/manifests/index.html index e172da7..156cc73 100644 --- a/dev/manifests/index.html +++ b/dev/manifests/index.html @@ -1,4 +1,4 @@ - Creating Manifests - CHAMPAGNE
Skip to content

TODO Jotting notes here

Samplemanifest

The following columns are required:

  • sample: sampleID; does not need to be a unique column
  • rep: replicateID of sampleID; does not need to be a unique column
  • fastq_1: absolute path to R1 of sampleID
  • fastq_2: absolute path to R1 of sampleID
  • antibody: -c sampleID for mac2; this must match a unique {sample}_{rep} format
  • control:

Example antibody / control format for a single-end project:

sample,rep,fastq_1,fastq_2,antibody,control
+ Creating Manifests - CHAMPAGNE      
 
  
  
 
  
 
 
 
 
  
 
 
 
 
 
TODO Jotting notes here
 
Samplemanifest
 
The following columns are required:
 
     
  • sample: sampleID; does not need to be a unique column
    •  
  • rep: replicateID of sampleID; does not need to be a unique column
    •  
  • fastq_1: absolute path to R1 of sampleID
    •  
  • fastq_2: absolute path to R1 of sampleID
    •  
  • antibody: -c sampleID for mac2; this must match a unique {sample}_{rep} format
    •  
  • control: 
    •  
 
Example antibody / control format for a single-end project:
 
sample,rep,fastq_1,fastq_2,antibody,control
 sample,1,/path/to/sample_1.R1.fastq.gz,,input_1,input_1
 sample,2,/path/to/sample_2.R1.fastq.gz,,input_1,input_1
 input,1,/path/to/sample1.R1.fastq.gz,,,
@@ -8,4 +8,4 @@
 sample,2,/path/to/sample_2.R1.fastq.gz,/path/to/sample_1.R2.fastq.gz,input_1,input_1
 input,1,/path/to/input_1.R1.fastq.gz,/path/to/input_1.R2.fastq.gz,,
 input,2,/path/to/input_2.R1.fastq.gz,/path/to/input_2.R2.fastq.gz,,
-
  
 
  
  
  
 
 
 
    
\ No newline at end of file
+
\ No newline at end of file diff --git a/dev/nextflow/index.html b/dev/nextflow/index.html index 152a7ec..e265376 100644 --- a/dev/nextflow/index.html +++ b/dev/nextflow/index.html @@ -1,8 +1,8 @@ - nextflow pipeline - CHAMPAGNE
Skip to content

nextflow pipeline

You can run the nextflow pipeline directly by specifying this GitHub repo. You will need nextflow and either singularity or docker installed. In this case you don't need to run champagne init first, as the config files will be accessed directly from the GitHub repo.

nextflow run CCBR/CHAMPAGNE -profile test,singularity
+ nextflow pipeline - CHAMPAGNE      
 
  
  
 
  
 
 
 
 
  
 
 
 
 
 
nextflow pipeline
 
You can run the nextflow pipeline directly by specifying this GitHub repo. You will need nextflow and either singularity or docker installed. In this case you don't need to run champagne init first, as the config files will be accessed directly from the GitHub repo.
 
nextflow run CCBR/CHAMPAGNE -profile test,singularity
 
 
You can specify a specific version, tag, or branch on GitHub with -r:
 
nextflow run CCBR/CHAMPAGNE -r v0.3.0 -profile test,singularity
 
 
Create and use a custom reference genome:
 
nextflow run CCBR/CHAMPAGNE -profile test -entry MAKE_REFERENCE
 nextflow run CCBR/CHAMPAGNE -profile test -c results/test/genome/custom_genome.config
 
 
biowulf
 
If you're running it on biowulf without the champagne CLI, first load the ccbrpipeliner and nextflow modules, and be sure to specify the biowulf and slurm profiles:
 
module load ccbrpipeliner
 module load nextflow
 nextflow run CCBR/CHAMPAGNE -profile test,biowulf,slurm
-
  
 
  
  
  
 
 
 
    
\ No newline at end of file
+
\ No newline at end of file diff --git a/dev/release-guide/index.html b/dev/release-guide/index.html index a187b55..e197183 100644 --- a/dev/release-guide/index.html +++ b/dev/release-guide/index.html @@ -1,4 +1,4 @@ - Release guide - CHAMPAGNE
Skip to content

Release Guide

How to test a pre-release on biowulf

Install the development version of champagne.

# activate the conda env for development
+ Release guide - CHAMPAGNE      
 
  
  
 
  
 
 
 
 
  
 
 
 
 
 
Release Guide
 
How to test a pre-release on biowulf
 
Install the development version of champagne.
 
# activate the conda env for development
 . "/data/CCBR_Pipeliner/db/PipeDB/Conda/etc/profile.d/conda.sh"
 conda activate py311
 
@@ -13,4 +13,4 @@
 # add it to your PATH and PYTHONPATH with:
 export PATH="$PATH:/data/CCBR_Pipeliner/Pipelines/CHAMPAGNE/.dev/bin/"
 export PYTHONPATH="$PYTHONPATH:/data/CCBR_Pipeliner/Pipelines/CHAMPAGNE/.dev/"
-
  
 
  
  
  
 
 
 
    
\ No newline at end of file
+
\ No newline at end of file diff --git a/dev/sitemap.xml.gz b/dev/sitemap.xml.gz index 53a6c56..0ebf654 100644 Binary files a/dev/sitemap.xml.gz and b/dev/sitemap.xml.gz differ diff --git a/dev/workflow/index.html b/dev/workflow/index.html index b4dc537..3ba9883 100644 --- a/dev/workflow/index.html +++ b/dev/workflow/index.html @@ -1 +1 @@ - Workflow Overview - CHAMPAGNE
Skip to content

Workflow Overview

Process workflow

TODO add images to show workflow

Pipeline Checks

  • Input files are checked that they meet standard formatting; some file access is reviewed

  • Processes include:

    • INPUT_CHECK:SAMPLESHEET_CHECK
    • INPUT_CHECK:CHECK_CONTRASTS

  • Output directories include:

    • check_contrasts

Pre-alignment

  • Adaptors are trimmed, if blacklists are included, filtering occurs

  • Processes include:

    • CUTADAPT
    • FILTER_BLACKLIST:BWA_MEM
    • FILTER_BLACKLIST:SAMTOOLS_FILTERALIGNED
    • FILTER_BLACKLIST:PICARD_SAMTOFASTQ
    • FILTER_BLACKLIST:CUSTOM_COUNTFASTQ

  • Output directories include:

    • cutadapt

Alignment

  • Samples are aligned using BWA; alignment stats are generated; samples are sorted and filtered

  • Processes include:

    • ALIGN_GENOME:BWA_MEM
    • ALIGN_GENOME:SAMTOOLS_FLAGSTAT_ALIGN
    • ALIGN_GENOME:FILTER_QUALITY
    • ALIGN_GENOME:SAMTOOLS_SORT
    • ALIGN_GENOME:SAMTOOLS_FLAGSTAT_FILTER

  • Output directories include:

    • bwa_mem
    • samtools_flagstat_align
    • samtools_filteraligned
    • samtools_sort
    • samtools_flagstat_filter

Deduplicate

  • Processes include:

    • DEDUPLICATE:MACS2_DEDUP
    • DEDUPLICATE:INDEX_SINGLE
    • DEDUPLICATE:PICARD_DEDUP
    • DEDUPLICATE:INDEX_PAIRED

  • Output directories include:

Quality Control

  • Processes include:

    • PPQT_PROCESS
    • QC:FASTQC_RAW
    • QC:FASTQC_TRIMMED
    • QC:FASTQ_SCREE
    • QC:PRESEQ
    • QC:HANDLE_PRESEQ_ERROR
    • QC:PARSE_PRESEQ_LOG
    • QC:QC_STATS
    • QC:QC_TABLE

Deeptools analysis

  • Processes include:

    • QC:DEEPTOOLS:BAM_COVERAGE
    • QC:DEEPTOOLS:BIGWIG_SUM
    • QC:DEEPTOOLS:PLOT_CORRELATION
    • QC:DEEPTOOLS:PLOT_PCA
    • QC:DEEPTOOLS:NORMALIZE_INPUT
    • QC:DEEPTOOLS:BED_PROTEIN_CODING
    • QC:DEEPTOOLS:COMPUTE_MATRIX
    • QC:DEEPTOOLS:PLOT_HEATMAP
    • QC:DEEPTOOLS:PLOT_PROFILE
    • QC:DEEPTOOLS:PLOT_FINGERPRINT

Peak calling

  • Processes include:

    • PHANTOM_PEAKS
    • CALL_PEAKS:CALC_GENOME_FRAC
    • CALL_PEAKS:BAM_TO_BED
    • CALL_PEAKS:MACS_BROAD
    • CALL_PEAKS:MACS_NARROW
    • CALL_PEAKS:SICER
    • CALL_PEAKS:CONVERT_SICER
    • CALL_PEAKS:GEM
    • CALL_PEAKS:FILTER_GEM
    • CALL_PEAKS:FRACTION_IN_PEAKS
    • CALL_PEAKS:CONCAT_FRIPS
    • CALL_PEAKS:PLOT_FRIP
    • CALL_PEAKS:GET_PEAK_META
    • CALL_PEAKS:CONCAT_PEAK_META
    • CALL_PEAKS:PLOT_PEAK_WIDTHS

Consensus Peaks

  • Processes include:

    • CONSENSUS_PEAKS:CAT_CAT
    • CONSENSUS_PEAKS:SORT_BED
    • CONSENSUS_PEAKS:BEDTOOLS_MERGE
    • CONSENSUS_PEAKS:- CONSENSUS_PEAKS:_OUT

Annotate

  • Processes include:

    • ANNOTATE:CHIPSEEKER_PEAKPLOT
    • ANNOTATE:CHIPSEEKER_ANNOTATE
    • ANNOTATE:CHIPSEEKER_PLOTLIST
    • ANNOTATE:HOMER_MOTIFS
    • ANNOTATE:MEME_AME

Differential Analysis

  • If there are more than 2 replicates per group then diffbind is performed; otherwise manorm pairewise analysis is performed

  • Processes include:

    • DIFF:DIFFBIND:PREP_DIFFBIND
    • DIFF:DIFFBIND:DIFFBIND_RMD
    • DIFF:MANORM:MANORM_PAIRWISE
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Workflow Overview

Process workflow

TODO add images to show workflow

Pipeline Checks

  • Input files are checked that they meet standard formatting; some file access is reviewed

  • Processes include:

    • INPUT_CHECK:SAMPLESHEET_CHECK
    • INPUT_CHECK:CHECK_CONTRASTS

  • Output directories include:

    • check_contrasts

Pre-alignment

  • Adaptors are trimmed, if blacklists are included, filtering occurs

  • Processes include:

    • CUTADAPT
    • FILTER_BLACKLIST:BWA_MEM
    • FILTER_BLACKLIST:SAMTOOLS_FILTERALIGNED
    • FILTER_BLACKLIST:PICARD_SAMTOFASTQ
    • FILTER_BLACKLIST:CUSTOM_COUNTFASTQ

  • Output directories include:

    • cutadapt

Alignment

  • Samples are aligned using BWA; alignment stats are generated; samples are sorted and filtered

  • Processes include:

    • ALIGN_GENOME:BWA_MEM
    • ALIGN_GENOME:SAMTOOLS_FLAGSTAT_ALIGN
    • ALIGN_GENOME:FILTER_QUALITY
    • ALIGN_GENOME:SAMTOOLS_SORT
    • ALIGN_GENOME:SAMTOOLS_FLAGSTAT_FILTER

  • Output directories include:

    • bwa_mem
    • samtools_flagstat_align
    • samtools_filteraligned
    • samtools_sort
    • samtools_flagstat_filter

Deduplicate

  • Processes include:

    • DEDUPLICATE:MACS2_DEDUP
    • DEDUPLICATE:INDEX_SINGLE
    • DEDUPLICATE:PICARD_DEDUP
    • DEDUPLICATE:INDEX_PAIRED

  • Output directories include:

Quality Control

  • Processes include:

    • PPQT_PROCESS
    • QC:FASTQC_RAW
    • QC:FASTQC_TRIMMED
    • QC:FASTQ_SCREE
    • QC:PRESEQ
    • QC:HANDLE_PRESEQ_ERROR
    • QC:PARSE_PRESEQ_LOG
    • QC:QC_STATS
    • QC:QC_TABLE

Deeptools analysis

  • Processes include:

    • QC:DEEPTOOLS:BAM_COVERAGE
    • QC:DEEPTOOLS:BIGWIG_SUM
    • QC:DEEPTOOLS:PLOT_CORRELATION
    • QC:DEEPTOOLS:PLOT_PCA
    • QC:DEEPTOOLS:NORMALIZE_INPUT
    • QC:DEEPTOOLS:BED_PROTEIN_CODING
    • QC:DEEPTOOLS:COMPUTE_MATRIX
    • QC:DEEPTOOLS:PLOT_HEATMAP
    • QC:DEEPTOOLS:PLOT_PROFILE
    • QC:DEEPTOOLS:PLOT_FINGERPRINT

Peak calling

  • Processes include:

    • PHANTOM_PEAKS
    • CALL_PEAKS:CALC_GENOME_FRAC
    • CALL_PEAKS:BAM_TO_BED
    • CALL_PEAKS:MACS_BROAD
    • CALL_PEAKS:MACS_NARROW
    • CALL_PEAKS:SICER
    • CALL_PEAKS:CONVERT_SICER
    • CALL_PEAKS:GEM
    • CALL_PEAKS:FILTER_GEM
    • CALL_PEAKS:FRACTION_IN_PEAKS
    • CALL_PEAKS:CONCAT_FRIPS
    • CALL_PEAKS:PLOT_FRIP
    • CALL_PEAKS:GET_PEAK_META
    • CALL_PEAKS:CONCAT_PEAK_META
    • CALL_PEAKS:PLOT_PEAK_WIDTHS

Consensus Peaks

  • Processes include:

    • CONSENSUS_PEAKS:CAT_CAT
    • CONSENSUS_PEAKS:SORT_BED
    • CONSENSUS_PEAKS:BEDTOOLS_MERGE
    • CONSENSUS_PEAKS:- CONSENSUS_PEAKS:_OUT

Annotate

  • Processes include:

    • ANNOTATE:CHIPSEEKER_PEAKPLOT
    • ANNOTATE:CHIPSEEKER_ANNOTATE
    • ANNOTATE:CHIPSEEKER_PLOTLIST
    • ANNOTATE:HOMER_MOTIFS
    • ANNOTATE:MEME_AME

Differential Analysis

  • If there are more than 2 replicates per group then diffbind is performed; otherwise manorm pairewise analysis is performed

  • Processes include:

    • DIFF:DIFFBIND:PREP_DIFFBIND
    • DIFF:DIFFBIND:DIFFBIND_RMD
    • DIFF:MANORM:MANORM_PAIRWISE
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