SeRPeNT - A suite of tools for ncRNA discovery, profiling, annotation and analysis from small RNA-Seq data
The serpent subcommands include:
Profiling and annotation tools :
profiles : ncRNA discovery and profiling from small RNA-Seq data
annotate : ncRNA clustering, classification and annotation from profile data
diffproc : ncRNA differential processing from profile and clustering data
General help :
-h, --help : Print this help menu
-v, --version : What version of serpent are you using?
Examples :
serpent profiles replicate1.bam replicate2.bam replicate3.bam output_dir serpent annotate output_dir/profiles.dat annotation.gtf output_dir serpent diffproc condition_a_profiles.dat condition_a_annotation.bed condition_b_profiles.dat condition_b_annotation.bed output_dir
Tool : profiles
Summary : ncRNA discovery and profiling from small RNA-Seq data
Usage :
serpent profiles [OPTIONS] replicate_1.bam ... replicate_n.bam output_folder
Options :
-f Read filtering
Format is <minreadlen>, where:
- <minreadlen> is the minimum required length for the reads. Reads shorter than <readlen> are discarded. If 0, no reads are discarded. Must be >= 0.
[ Default is 0 ]
-i Irreproducibility control for contigs
Format is <method:cutoff> | <common> | <none>, where:
- <method> is the irreproducibility control method. Options are:
- sere : Single-parameter quality control. (Schulze et al. BMC Genomics 2012)
- idr : Non-parametric irreproducibility discovery rate. (Dobin et al. Bioinformatics 2013)
- <cutoff> is the cutoff value. Contigs that have an irreproducibility score higher than <cutoff> are not reported. Must be > 0.
- <common> : Contigs that do not overlap in all the replicates are not reported.
- <none> : All contigs are reported.
[ Default is common ]
-r Replicates treatment
Format is <pool> | <mean> | <replicate:repnumber>, where:
- <pool> : Profiles are built by pooling the reads of all the replicates.
- <mean> : Profiles are built by averaging the reads of all the replicates.
- <replicate:repnumber> : Profiles are built by using only the reads of the <repnumber> replicate.
[ Default is pool ]
-t Trimming
Format is <trim_threshold:trim_min:trim_max>
- <trim_percentage> is the trimming threshold. Nucleotides in the ends of the profile having less than <trim_precentage> percent of reads compared to the
maximum height will be trimmed.
- <trim_min> is the trimming minimum height. All nucleotides in both ends of the profile having less than <trim_min> reads will be trimmed.
- <trim_max> is the trimming maximum height. No nucleotides in both ends of the profile having more than <trim_max> reads will be trimmed.
[ Default is 0.1:2:10 ]
-p Profile definition
Format is <minlen:maxlen:spacing:minheight:trimming>, where:
- <minlen> is the minimum length of the profile after trimming. Profiles shorter than <minlen> are not reported. Must be > 5.
- <maxlen> is the maximum length of the profile after trimming. Profiles longer than <maxlen> are not reported. Must be >= minlen.
- <spacing> is the maximum distance between profiles. Profiles separated by <spacing> or less bp are merged into one single profile. Must be >= 0.
- <minheight> is the minimum number of piled-up reads. Profiles that have less than <minheight> piled-up reads are not reported. Must be > 0.
[ Default is 16:200:20:50 ]
Output :
output_folder/profiles.dat : List of ncRNA profiles with per-base heights
output_folder/contigs.dat : List of unfiltered contigs
Examples :
serpent profiles -f 20 -i sere:2 -r pool -t 0.1:5:20 -p 20:200:39:100 replicate1.bam replicate2.bam output_dir
Tool : annotate
Summary : ncRNA clustering, classification and annotation from profile data
Usage :
serpent annotate [OPTIONS] profiles_file.dat output_folder
Options :
-a Annotation file
Format is <annotation_file>, where:
- <annotation_file> is a BED file with annotated features
[ No default value ]
-o Overlapping parameters
Format is <feature_to_profile:profile_to_feature>, where:
- <feature_to_profile> is the percentage of nucleotides from the feature that overlap the profile
- <profile_to_feature> is the percentage of nucleotides from the profile that overlap the feature
[ Default is 0.9:0.5 ]
-x Distance file
Format is <distance_file>, where:
- <distance_file> is the file with pairwise distances between profiles
When -x option is specified, distances are not calculated and directly taken from the provided file
[ No default value ]
Output :
output_folder/crosscorr.dat : List of distances between pairs of profiles (only if no distance file is provided)
output_folder/annotation.bed : List of annotated features in BED file
Example :
serpent annotate -a hsap_micrornas.bed profiles.dat output_dir serpent annotate -a hsap_micrornas.bed -x crosscor.dat profiles.dat output_dir
Tool : diffproc
Summary : ncRNA differential processing from profile and clustering data between two conditions
Usage :
serpent diffproc [OPTIONS] profiles_file_1.dat clustering_file_1.bed profile_file_2.dat clustering_file_2.bed output_folder
Options :
-g p-value and distance fold-change threshold
Format is <pvalue:foldchange> where:
- <pvalue> is the p-value threshold for filtering differentially processed profiles
- <foldchange> is the distance fold-change threshold for filtering differentially processed profiles
[ Default is 0.01:0.5 ]
Output :
output_folder/diffprofiles.dat : List of differentially processed profiles
Examples :
React
Typescript
Django
Laravel
Facebook
Microsoft
Google
Alibaba
D3
Tencent