TY - JOUR
T1 - scRepertoire
T2 - An R-based toolkit for single-cell immune receptor analysis
AU - Borcherding, Nicholas
AU - Bormann, Nicholas L.
AU - Kraus, Gloria
N1 - Publisher Copyright:
© 2020 Borcherding N et al.
PY - 2020
Y1 - 2020
N2 - Single-cell sequencing is an emerging technology in the field of immunology and oncology that allows researchers to couple RNA quantification and other modalities, like immune cell receptor profiling at the level of an individual cell. A number of workflows and software packages have been created to process and analyze single-cell transcriptomic data. These packages allow users to take the vast dimensionality of the data generated in single-cell-based experiments and distill the data into novel insights. Unlike the transcriptomic field, there is a lack of options for software that allow for single-cell immune receptor profiling. Enabling users to easily combine mRNA and immune profiling, scRepertoire was built to process data derived from 10x Genomics Chromium Immune Profiling for both T-cell receptor (TCR) and immunoglobulin (Ig) enrichment workflows and subsequently interacts with a number of popular R packages for single-cell expression, such as Seurat. The scRepertoire R package and processed data are open source and available on GitHub and provides in-depth tutorials on the capability of the package.
AB - Single-cell sequencing is an emerging technology in the field of immunology and oncology that allows researchers to couple RNA quantification and other modalities, like immune cell receptor profiling at the level of an individual cell. A number of workflows and software packages have been created to process and analyze single-cell transcriptomic data. These packages allow users to take the vast dimensionality of the data generated in single-cell-based experiments and distill the data into novel insights. Unlike the transcriptomic field, there is a lack of options for software that allow for single-cell immune receptor profiling. Enabling users to easily combine mRNA and immune profiling, scRepertoire was built to process data derived from 10x Genomics Chromium Immune Profiling for both T-cell receptor (TCR) and immunoglobulin (Ig) enrichment workflows and subsequently interacts with a number of popular R packages for single-cell expression, such as Seurat. The scRepertoire R package and processed data are open source and available on GitHub and provides in-depth tutorials on the capability of the package.
KW - Clonotypic analysis
KW - Immune receptor profiling
KW - R
KW - Single-cell RNA sequencing
UR - http://www.scopus.com/inward/record.url?scp=85089771083&partnerID=8YFLogxK
U2 - 10.12688/f1000research.22139.2
DO - 10.12688/f1000research.22139.2
M3 - Article
C2 - 32789006
AN - SCOPUS:85089771083
SN - 2046-1402
VL - 9
JO - F1000Research
JF - F1000Research
M1 - 47
ER -