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Assembly-based inference of B-cell receptor repertoires from short read RNA sequencing data with V’DJer
Motivation: B-cell receptor (BCR) repertoire profiling is an important tool for understanding the biology of diverse immunologic processes. Current methods for analyzing adaptive immune receptor repertoires depend upon PCR amplification of VDJ rearrangements followed by long read amplicon sequencing...
Autores principales: | , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Oxford University Press
2016
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5167060/ https://www.ncbi.nlm.nih.gov/pubmed/27559159 http://dx.doi.org/10.1093/bioinformatics/btw526 |
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author | Mose, Lisle E. Selitsky, Sara R. Bixby, Lisa M. Marron, David L. Iglesia, Michael D. Serody, Jonathan S. Perou, Charles M. Vincent, Benjamin G. Parker, Joel S. |
author_facet | Mose, Lisle E. Selitsky, Sara R. Bixby, Lisa M. Marron, David L. Iglesia, Michael D. Serody, Jonathan S. Perou, Charles M. Vincent, Benjamin G. Parker, Joel S. |
author_sort | Mose, Lisle E. |
collection | PubMed |
description | Motivation: B-cell receptor (BCR) repertoire profiling is an important tool for understanding the biology of diverse immunologic processes. Current methods for analyzing adaptive immune receptor repertoires depend upon PCR amplification of VDJ rearrangements followed by long read amplicon sequencing spanning the VDJ junctions. While this approach has proven to be effective, it is frequently not feasible due to cost or limited sample material. Additionally, there are many existing datasets where short-read RNA sequencing data are available but PCR amplified BCR data are not. Results: We present here V’DJer, an assembly-based method that reconstructs adaptive immune receptor repertoires from short-read RNA sequencing data. This method captures expressed BCR loci from a standard RNA-seq assay. We applied this method to 473 Melanoma samples from The Cancer Genome Atlas and demonstrate V’DJer’s ability to accurately reconstruct BCR repertoires from short read mRNA-seq data. Availability and Implementation: V’DJer is implemented in C/C ++, freely available for academic use and can be downloaded from Github: https://github.com/mozack/vdjer Contact: benjamin_vincent@med.unc.edu or parkerjs@email.unc.edu Supplementary information: Supplementary data are available at Bioinformatics online. |
format | Online Article Text |
id | pubmed-5167060 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2016 |
publisher | Oxford University Press |
record_format | MEDLINE/PubMed |
spelling | pubmed-51670602016-12-20 Assembly-based inference of B-cell receptor repertoires from short read RNA sequencing data with V’DJer Mose, Lisle E. Selitsky, Sara R. Bixby, Lisa M. Marron, David L. Iglesia, Michael D. Serody, Jonathan S. Perou, Charles M. Vincent, Benjamin G. Parker, Joel S. Bioinformatics Original Papers Motivation: B-cell receptor (BCR) repertoire profiling is an important tool for understanding the biology of diverse immunologic processes. Current methods for analyzing adaptive immune receptor repertoires depend upon PCR amplification of VDJ rearrangements followed by long read amplicon sequencing spanning the VDJ junctions. While this approach has proven to be effective, it is frequently not feasible due to cost or limited sample material. Additionally, there are many existing datasets where short-read RNA sequencing data are available but PCR amplified BCR data are not. Results: We present here V’DJer, an assembly-based method that reconstructs adaptive immune receptor repertoires from short-read RNA sequencing data. This method captures expressed BCR loci from a standard RNA-seq assay. We applied this method to 473 Melanoma samples from The Cancer Genome Atlas and demonstrate V’DJer’s ability to accurately reconstruct BCR repertoires from short read mRNA-seq data. Availability and Implementation: V’DJer is implemented in C/C ++, freely available for academic use and can be downloaded from Github: https://github.com/mozack/vdjer Contact: benjamin_vincent@med.unc.edu or parkerjs@email.unc.edu Supplementary information: Supplementary data are available at Bioinformatics online. Oxford University Press 2016-12-15 2016-08-24 /pmc/articles/PMC5167060/ /pubmed/27559159 http://dx.doi.org/10.1093/bioinformatics/btw526 Text en © The Author 2016. Published by Oxford University Press. http://creativecommons.org/licenses/by/4.0/ This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted reuse, distribution, and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Original Papers Mose, Lisle E. Selitsky, Sara R. Bixby, Lisa M. Marron, David L. Iglesia, Michael D. Serody, Jonathan S. Perou, Charles M. Vincent, Benjamin G. Parker, Joel S. Assembly-based inference of B-cell receptor repertoires from short read RNA sequencing data with V’DJer |
title | Assembly-based inference of B-cell receptor repertoires from short read RNA sequencing data with V’DJer |
title_full | Assembly-based inference of B-cell receptor repertoires from short read RNA sequencing data with V’DJer |
title_fullStr | Assembly-based inference of B-cell receptor repertoires from short read RNA sequencing data with V’DJer |
title_full_unstemmed | Assembly-based inference of B-cell receptor repertoires from short read RNA sequencing data with V’DJer |
title_short | Assembly-based inference of B-cell receptor repertoires from short read RNA sequencing data with V’DJer |
title_sort | assembly-based inference of b-cell receptor repertoires from short read rna sequencing data with v’djer |
topic | Original Papers |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5167060/ https://www.ncbi.nlm.nih.gov/pubmed/27559159 http://dx.doi.org/10.1093/bioinformatics/btw526 |
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