Immune Repertoire Sequencing Using Molecular Identifiers Enables Accurate Clonality Discovery and Clone Size Quantification

Front Immunol. 2018 Feb 5:9:33. doi: 10.3389/fimmu.2018.00033. eCollection 2018.

Abstract

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.

Keywords: CMV-specific T cells; MID clustering-based IR-Seq TCR repertoire sequencing; molecular identifiers; naïve T cells; sub-clustering.

Publication types

  • Research Support, N.I.H., Extramural
  • Research Support, Non-U.S. Gov't
  • Research Support, U.S. Gov't, Non-P.H.S.

MeSH terms

  • Base Sequence
  • Cells, Cultured
  • Clonal Selection, Antigen-Mediated / genetics
  • Clonal Selection, Antigen-Mediated / immunology
  • Clone Cells / immunology*
  • Gene Dosage / genetics*
  • Hematologic Diseases / genetics
  • Hematologic Diseases / immunology
  • Humans
  • RNA, Messenger / genetics*
  • Receptors, Antigen, T-Cell / genetics*
  • Sequence Analysis, RNA
  • Somatic Hypermutation, Immunoglobulin / genetics*
  • T-Lymphocytes / immunology*

Substances

  • RNA, Messenger
  • Receptors, Antigen, T-Cell