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SCOPer

SCOPer (Spectral Clustering for clOne Partitioning) provides a computational framework for unsupervised identification B cell clones from adaptive immune receptor repertoire sequencing (AIRR-Seq) datasets. This method performs spectral clustering of the B cell receptor (BCR) junction region within groups of BCR sequences sharing the same V gene, J gene, and junction length. Rather than a fixed threshold, SCOPe uses an adaptive threshold for clustering sequences to determine the local sequence neighborhood, which offers an improvement in both the sensitivity and specificity over a simple fixed threshold for all junction lengths. SCOPer is part of the Immcantation analysis framework.

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For help and questions please contact the Immcantation Group

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Version

Install

install.packages('scoper')

Monthly Downloads

473

Version

0.1.0

License

CC BY-SA 4.0

Maintainer

Nima Nouri

Last Published

October 14th, 2018

Functions in scoper (0.1.0)

scoper

The SCOPer package
analyzeClones

Clonal assignment analysis
defineClonesScoper

Assigning Ig sequences into clonal groups
ClonalAnalysis-class

Output of the analyzeClones function
ExampleDb

Example Change-O database