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68 changes: 37 additions & 31 deletions README.md
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Expand Up @@ -10,28 +10,43 @@ For further information read the [documentation](https://github.molgen.mpg.de/lo
* [MEME-Suite](http://meme-suite.org/doc/install.html?man_type=web)

## Installation
Start with installing all dependencies listed above (Nextflow, conda, MEME-Suite) and downloading all files from the [GitHub repository](https://github.molgen.mpg.de/loosolab/masterJLU2018).
It is required to set the [enviroment paths for meme-suite](http://meme-suite.org/doc/install.html?man_type=web#installingtar).
1. Start with installing all dependencies listed above (Nextflow, conda, MEME-Suite) and downloading all files from the [GitHub repository](https://github.molgen.mpg.de/loosolab/masterJLU2018).
2. It is required to set the [environment paths for meme-suite](http://meme-suite.org/doc/install.html?man_type=web#installingtar).
this can be done with following commands:
```
export PATH=[meme-suite instalation path]/libexec/meme-[meme-suite version]:$PATH
export PATH=[meme-suite instalation path]/bin:$PATH
```

Every other dependency will be automatically installed by Nextflow using conda. For that a new conda enviroment will be created, which can be found in the from Nextflow created work directory after the first pipeline run.
It is **not** required to create and activate the enviroment from the yaml-file beforehand.
3. Every other dependency will be automatically installed using conda. For that a conda environment has to be created from the yaml-file given in this repository.
It is required to create and activate the environment from the yaml-file beforehand.
This can be done with following commands:
```condsole
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console

conda env create -f masterenv.yml
conda activate masterenv
```


**Important Note:** For conda the channel bioconda needs to be set as highest priority! This is required due to two different packages with the same name in different channels. For the pipeline the package jellyfish from the channel bioconda is needed and **NOT** the jellyfish package from the channel conda-forge!



## Quick Start
```console
nextflow run pipeline.nf --bigwig [BigWig-file] --bed [BED-file] --genome_fasta [FASTA-file] --motif_db [MEME-file] --config [UROPA-config-file]
nextflow run pipeline.nf --bigwig [BigWig-file] --bed [BED-file] --genome_fasta [FASTA-file] --motif_db [MEME-file] --organism [mm10|mm9|hg19|hg38]
```

### Demo run
There are files provided inside ./demo/ for a demo run.
Go to the main directory and run following command:
```
nextflow run pipeline.nf --bigwig ./demo/buenrostro50k_chr1_fp.bw --bed ./demo/buenrostro50k_chr1_peaks.bed --genome_fasta ./demo/hg38/hg38_chr1.fa --motif_db ./demo/motif_database/jaspar_vertebrates.meme --out ./demo/buenrostro50k_chr1_out/ --create_known_tfbs_path ./demo/known_tfbs_hg38_chr1/ --organism hg38
```

## Parameters
For a detailed overview for all parameters follow this [link](https://github.molgen.mpg.de/loosolab/masterJLU2018/wiki/Configuration).
```
Required arguments:
equired arguments:
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--bigwig Path to BigWig-file
--bed Path to BED-file
--genome_fasta Path to genome in FASTA-format
Expand All @@ -52,18 +67,19 @@ Optional arguments:
--window_length INT This parameter sets the length of a sliding window. (Default: 200)
--step INT This parameter sets the number of positions to slide the window forward. (Default: 100)
--percentage INT Threshold in percent (Default: 0)
--max_bp_between INT If footprints are less than X bases appart the footprints will be merged (Default: 6)

Filter unknown motifs:
Filter motifs:
--min_size_fp INT Minimum sequence length threshold. Smaller sequences are discarded. (Default: 10)
--max_size_fp INT Maximum sequence length threshold. Discards all sequences longer than this value. (Default: 100)
--max_size_fp INT Maximum sequence length threshold. Discards all sequences longer than this value. (Default: 200)
--tfbsscan_method [moods|fimo] Method used by tfbsscan. (Default: moods)

Clustering:
Cluster:
Sequence preparation/ reduction:
--kmer INT Kmer length (Default: 10)
--kmer INT K-mer length (Default: 10)
--aprox_motif_len INT Motif length (Default: 10)
--motif_occurence FLOAT Percentage of motifs over all sequences. Use 1 (Default) to assume every sequence contains a motif.
--min_seq_length Interations Remove all sequences below this value. (Default: 10)

Clustering:
--global INT Global (=1) or local (=0) alignment. (Default: 0)
--identity FLOAT Identity threshold. (Default: 0.8)
Expand All @@ -75,13 +91,12 @@ Optional arguments:
Motif estimation:
--min_seq INT Sets the minimum number of sequences required for the FASTA-files given to GLAM2. (Default: 100)
--motif_min_key INT Minimum number of key positions (aligned columns) in the alignment done by GLAM2. (Default: 8)
--motif_max_key INT Maximum number of key positions (aligned columns) in the alignment done by GLAM2.f (Default: 20)
--iteration INT Number of iterations done by glam2. More Iterations: better results, higher runtime. (Default: 10000)
--tomtom_treshold float Threshold for similarity score. (Default: 0.01)
--motif_max_key INT Maximum number of key positions (aligned columns) in the alignment done by GLAM2. (Default: 20)
--iteration INT Number of iterations done by GLAM2. More Iterations: better results, higher runtime. (Default: 10000)
--tomtom_treshold FLOAT Threshold for similarity score. (Default: 0.01)
--best_motif INT Get the best X motifs per cluster. (Default: 3)

Moitf clustering:
--cluster_motif Boolean If 1 pipeline clusters motifs. If its 0 it does not. (Defaul: 0)
--cluster_motif Boolean If 1 pipeline clusters motifs. If its 0 it does not. (Default: 0)
--edge_weight INT Minimum weight of edges in motif-cluster-graph (Default: 5)
--motif_similarity_thresh FLOAT Threshold for motif similarity score (Default: 0.00001)

Expand All @@ -94,20 +109,11 @@ All arguments can be set in the configuration files
For further information read the [documentation](https://github.molgen.mpg.de/loosolab/masterJLU2018/wiki).

## Known issues
The Nextflow-script needs a conda environment to run. Nextflow creates the needed environment from the given yaml-file.
On some systems Nextflow exits the run with following error:
```
Caused by:
Failed to create Conda environment
command: conda env create --prefix --file env.yml
status : 143
message:

For unknown reasons, the tool [MOODS](https://www.cs.helsinki.fi/group/pssmfind/), which is called by the tfbsscan, rarely returns empty bedfiles, the problem is probably with the function _pfm_to_log_odds_. If MOODS does not work as expected and has problems with this function, you will see following error message:
```
If this error occurs you have to create the environment before starting the pipeline.
To create this environment you need the yml-file from the repository.
Run the following commands to create the environment:
```console
path=[Path to given masterenv.yml file]
conda env create --name masterenv -f $path
ERROR
All motiffiles have less than 2 lines!
Fix motiffiles and try again.
```
When the environment is created, set the variable 'path_env' in the configuration file as the path to it.
There is no known fix so far. As a workaround either restart the pipeline in some hours with the same parameters or change the parameter tfbsscan_method to _fimo_ which forces the tfbsscan to use [fimo](http://meme-suite.org/doc/fimo.html). This methods takes longer but will cause no known error with empty bed files.
1 change: 0 additions & 1 deletion config/create_gtf.config
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@@ -1,4 +1,3 @@
params{
organism="hg38"
tissue=""
}
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@@ -1,4 +1,5 @@
params{
min_size_fp=10
max_size_fp=100
tfbsscan_method = "moods"
}
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Expand Up @@ -2,4 +2,5 @@ params{
window_length = 200
step = 100
percentage = 0
max_bp_between = 6
}
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