A package to analyse smMIP libraries
Project description
# smMIPs #
smMIPs is tool for analyzing Single Molecule Molecular Inversion Probes libraries.
## Installation ## ### From PyPi ### smmips is available from PyPi
`pip install smmips`
## smMIP assignment ##
The first step is to assign smMIPs to reads. Paired fastqs containing UMI sequences are aligned with bwa mem to a reference genome. Each aligned read pair is then assigned to a smMIP listed in the input panel. The panel should be designed with [MIPGEN](http://shendurelab.github.io/MIPGEN/) and have the same columns and header. The main output is a coordinate-sorted and indexed bam with reads assigned to smMIPs and tagged with the smMIP name and the UMI sequence.
This step also generates two other bams: - bam with reads assigned to smMips but lacking the capture target - bam with unassigned reads
QC metrics with read counts are reported in two json files: - read counts, including total reads, assigned and unassigned reads, empty smMIPs - read counts without and with target for each smMIP in the panel
## Nucleotide counts ##
The second step is taking the aligned reads assigned to smMIPs from step 1 as input to generate a table with nucleotide and indel counts at each unique position of the target regions in the panel. It also uses annotation for coding point mutations from [COSMIC](https://cancer.sanger.ac.uk/cosmic).
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