Cargando…
Immune Repertoire Sequencing Using Molecular Identifiers Enables Accurate Clonality Discovery and Clone Size Quantification
Unique molecular identifiers (MIDs) have been demonstrated to effectively improve immune repertoire sequencing (IR-seq) accuracy, especially to identify somatic hypermutations in antibody repertoire sequencing. However, evaluating the sensitivity to detect rare T cells and the degree of clonal expan...
Autores principales: | , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2018
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5808239/ https://www.ncbi.nlm.nih.gov/pubmed/29467754 http://dx.doi.org/10.3389/fimmu.2018.00033 |
_version_ | 1783299430182551552 |
---|---|
author | Ma, Ke-Yue He, Chenfeng Wendel, Ben S. Williams, Chad M. Xiao, Jun Yang, Hui Jiang, Ning |
author_facet | Ma, Ke-Yue He, Chenfeng Wendel, Ben S. Williams, Chad M. Xiao, Jun Yang, Hui Jiang, Ning |
author_sort | Ma, Ke-Yue |
collection | PubMed |
description | Unique molecular identifiers (MIDs) have been demonstrated to effectively improve immune repertoire sequencing (IR-seq) accuracy, especially to identify somatic hypermutations in antibody repertoire sequencing. However, evaluating the sensitivity to detect rare T cells and the degree of clonal expansion in IR-seq has been difficult due to the lack of knowledge of T cell receptor (TCR) RNA molecule copy number and a generalized approach to estimate T cell clone size from TCR RNA molecule quantification. This limited the application of TCR repertoire sequencing (TCR-seq) in clinical settings, such as detecting minimal residual disease in lymphoid malignancies after treatment, evaluating effectiveness of vaccination and assessing degree of infection. Here, we describe using an MID Clustering-based IR-Seq (MIDCIRS) method to quantitatively study TCR RNA molecule copy number and clonality in T cells. First, we demonstrated the necessity of performing MID sub-clustering to eliminate erroneous sequences. Further, we showed that MIDCIRS enables a sensitive detection of a single cell in as many as one million naïve T cells and an accurate estimation of the degree of T cell clonal expression. The demonstrated accuracy, sensitivity, and wide dynamic range of MIDCIRS TCR-seq provide foundations for future applications in both basic research and clinical settings. |
format | Online Article Text |
id | pubmed-5808239 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-58082392018-02-21 Immune Repertoire Sequencing Using Molecular Identifiers Enables Accurate Clonality Discovery and Clone Size Quantification Ma, Ke-Yue He, Chenfeng Wendel, Ben S. Williams, Chad M. Xiao, Jun Yang, Hui Jiang, Ning Front Immunol Immunology Unique molecular identifiers (MIDs) have been demonstrated to effectively improve immune repertoire sequencing (IR-seq) accuracy, especially to identify somatic hypermutations in antibody repertoire sequencing. However, evaluating the sensitivity to detect rare T cells and the degree of clonal expansion in IR-seq has been difficult due to the lack of knowledge of T cell receptor (TCR) RNA molecule copy number and a generalized approach to estimate T cell clone size from TCR RNA molecule quantification. This limited the application of TCR repertoire sequencing (TCR-seq) in clinical settings, such as detecting minimal residual disease in lymphoid malignancies after treatment, evaluating effectiveness of vaccination and assessing degree of infection. Here, we describe using an MID Clustering-based IR-Seq (MIDCIRS) method to quantitatively study TCR RNA molecule copy number and clonality in T cells. First, we demonstrated the necessity of performing MID sub-clustering to eliminate erroneous sequences. Further, we showed that MIDCIRS enables a sensitive detection of a single cell in as many as one million naïve T cells and an accurate estimation of the degree of T cell clonal expression. The demonstrated accuracy, sensitivity, and wide dynamic range of MIDCIRS TCR-seq provide foundations for future applications in both basic research and clinical settings. Frontiers Media S.A. 2018-02-05 /pmc/articles/PMC5808239/ /pubmed/29467754 http://dx.doi.org/10.3389/fimmu.2018.00033 Text en Copyright © 2018 Ma, He, Wendel, Williams, Xiao, Yang and Jiang. http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) or licensor are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Immunology Ma, Ke-Yue He, Chenfeng Wendel, Ben S. Williams, Chad M. Xiao, Jun Yang, Hui Jiang, Ning Immune Repertoire Sequencing Using Molecular Identifiers Enables Accurate Clonality Discovery and Clone Size Quantification |
title | Immune Repertoire Sequencing Using Molecular Identifiers Enables Accurate Clonality Discovery and Clone Size Quantification |
title_full | Immune Repertoire Sequencing Using Molecular Identifiers Enables Accurate Clonality Discovery and Clone Size Quantification |
title_fullStr | Immune Repertoire Sequencing Using Molecular Identifiers Enables Accurate Clonality Discovery and Clone Size Quantification |
title_full_unstemmed | Immune Repertoire Sequencing Using Molecular Identifiers Enables Accurate Clonality Discovery and Clone Size Quantification |
title_short | Immune Repertoire Sequencing Using Molecular Identifiers Enables Accurate Clonality Discovery and Clone Size Quantification |
title_sort | immune repertoire sequencing using molecular identifiers enables accurate clonality discovery and clone size quantification |
topic | Immunology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5808239/ https://www.ncbi.nlm.nih.gov/pubmed/29467754 http://dx.doi.org/10.3389/fimmu.2018.00033 |
work_keys_str_mv | AT makeyue immunerepertoiresequencingusingmolecularidentifiersenablesaccurateclonalitydiscoveryandclonesizequantification AT hechenfeng immunerepertoiresequencingusingmolecularidentifiersenablesaccurateclonalitydiscoveryandclonesizequantification AT wendelbens immunerepertoiresequencingusingmolecularidentifiersenablesaccurateclonalitydiscoveryandclonesizequantification AT williamschadm immunerepertoiresequencingusingmolecularidentifiersenablesaccurateclonalitydiscoveryandclonesizequantification AT xiaojun immunerepertoiresequencingusingmolecularidentifiersenablesaccurateclonalitydiscoveryandclonesizequantification AT yanghui immunerepertoiresequencingusingmolecularidentifiersenablesaccurateclonalitydiscoveryandclonesizequantification AT jiangning immunerepertoiresequencingusingmolecularidentifiersenablesaccurateclonalitydiscoveryandclonesizequantification |