TCRβ repertoire of CD4+ and CD8+ T cells is distinct in richness, distribution, and CDR3 amino acid composition

The TCR repertoire serves as a reservoir of TCRs for recognizing all potential pathogens. Two major types of T cells, CD4+ and CD8+, that use the same genetic elements and process to generate a functional TCR differ in their recognition of peptide bound to MHC class II and I, respectively. However, it is currently unclear to what extent the TCR repertoire of CD4+ and CD8+ T cells is different. Here, we report a comparative analysis of the TCRβ repertoires of CD4+ and CD8+ T cells by use of a 5′ rapid amplification of cDNA ends–PCR–sequencing method. We found that TCRβ richness of CD4+ T cells ranges from 1.2 to 9.8 × 104 and is approximately 5 times greater, on average, than that of CD8+ T cells in each study subject. Furthermore, there was little overlap in TCRβ sequences between CD4+ (0.3%) and CD8+ (1.3%) T cells. Further analysis showed that CD4+ and CD8+ T cells exhibited distinct preferences for certain amino acids in the CDR3, and this was confirmed further by a support vector machine classifier, suggesting that there are distinct and discernible differences between TCRβ CDR3 in CD4+ and CD8+ T cells. Finally, we identified 5–12% of the unique TCRβs that share an identical CDR3 with different variable genes. Together, our findings reveal the distinct features of the TCRβ repertoire between CD4+ and CD8+ T cells and could potentially be used to evaluate the competency of T cell immunity.

[1]  Richard A. Olshen,et al.  Diversity and clonal selection in the human T-cell repertoire , 2014, Proceedings of the National Academy of Sciences.

[2]  John Shawe-Taylor,et al.  Tracking global changes induced in the CD4 T-cell receptor repertoire by immunization with a complex antigen using short stretches of CDR3 protein sequence , 2014, bioRxiv.

[3]  Antoni Ribas,et al.  Improved Survival with T Cell Clonotype Stability After Anti–CTLA-4 Treatment in Cancer Patients , 2014, Science Translational Medicine.

[4]  Mikhail Shugay,et al.  Towards error-free profiling of immune repertoires , 2014, Nature Methods.

[5]  Mikhail Shugay,et al.  Distinctive properties of identical twins' TCR repertoires revealed by high-throughput sequencing , 2014, Proceedings of the National Academy of Sciences.

[6]  Olga V. Britanova,et al.  Age-Related Decrease in TCR Repertoire Diversity Measured with Deep and Normalized Sequence Profiling , 2014, The Journal of Immunology.

[7]  C. Desmarais,et al.  T cell repertoire following autologous stem cell transplantation for multiple sclerosis. , 2014, The Journal of clinical investigation.

[8]  Robert A Holt,et al.  Sequence analysis of T-cell repertoires in health and disease , 2013, Genome Medicine.

[9]  P. Thomas,et al.  Interrogating the relationship between naïve and immune antiviral T cell repertoires. , 2013, Current opinion in virology.

[10]  John Shawe-Taylor,et al.  Decombinator: a tool for fast, efficient gene assignment in T-cell receptor sequences using a finite state machine , 2013, Bioinform..

[11]  Thierry Mora,et al.  Statistical inference of the generation probability of T-cell receptors from sequence repertoires , 2012, Proceedings of the National Academy of Sciences.

[12]  P. Doherty,et al.  Affinity Thresholds for Naive CD8+ CTL Activation by Peptides and Engineered Influenza A Viruses , 2011, The Journal of Immunology.

[13]  Philippa Marrack,et al.  A single T cell receptor bound to major histocompatibility complex class I and class II glycoproteins reveals switchable TCR conformers. , 2011, Immunity.

[14]  Gaël Varoquaux,et al.  The NumPy Array: A Structure for Efficient Numerical Computation , 2011, Computing in Science & Engineering.

[15]  Gaël Varoquaux,et al.  Scikit-learn: Machine Learning in Python , 2011, J. Mach. Learn. Res..

[16]  C. Carlson,et al.  Overlap and Effective Size of the Human CD8+ T Cell Receptor Repertoire , 2010, Science Translational Medicine.

[17]  Baback Gharizadeh,et al.  High throughput sequencing reveals a complex pattern of dynamic interrelationships among human T cell subsets , 2010, Proceedings of the National Academy of Sciences.

[18]  Abigail Wacher,et al.  Comprehensive assessment of T-cell receptor beta-chain diversity in alphabeta T cells. , 2009, Blood.

[19]  R. Holt,et al.  Profiling the T-cell receptor beta-chain repertoire by massively parallel sequencing. , 2009, Genome research.

[20]  E. Naumova,et al.  Two Compensatory Pathways Maintain Long-Term Stability and Diversity in CD8 T Cell Memory Repertoires12 , 2009, The Journal of Immunology.

[21]  S. Jameson,et al.  Positive selection optimizes the number and function of MHCII-restricted CD4+ T cell clones in the naive polyclonal repertoire , 2009, Proceedings of the National Academy of Sciences.

[22]  Philippa Marrack,et al.  Evolutionarily conserved amino acids that control TCR-MHC interaction. , 2008, Annual review of immunology.

[23]  P. Doherty,et al.  Structural determinants of T-cell receptor bias in immunity , 2006, Nature Reviews Immunology.

[24]  W. Atchley,et al.  Solving the protein sequence metric problem. , 2005, Proceedings of the National Academy of Sciences of the United States of America.

[25]  S. Holmes,et al.  Diversity and Recognition Efficiency of T Cell Responses to Cancer , 2004, PLoS medicine.

[26]  I. Messaoudi,et al.  The many important facets of T-cell repertoire diversity , 2004, Nature Reviews Immunology.

[27]  P. Doherty,et al.  Analysis of clonotype distribution and persistence for an influenza virus-specific CD8+ T cell response. , 2003, Immunity.

[28]  R. Hodes,et al.  Lineage-Specific Telomere Shortening and Unaltered Capacity for Telomerase Expression in Human T and B Lymphocytes with Age , 2000, The Journal of Immunology.

[29]  D. Busch,et al.  T Cell Affinity Maturation by Selective Expansion during Infection , 1999, The Journal of experimental medicine.

[30]  S. Constant,et al.  Strength of TCR signal determines the costimulatory requirements for Th1 and Th2 CD4+ T cell differentiation. , 1997, Journal of immunology.

[31]  Hidde L. Ploegh,et al.  Peptide selection by MHC class I molecules , 1991, Nature.

[32]  Mark M. Davis,et al.  T-cell antigen receptor genes and T-cell recognition , 1988, Nature.

[33]  Kevin M. Clarke,et al.  Estimating Species Richness , 2005 .

[34]  Hans-Georg Rammensee,et al.  MHC ligands and peptide motifs: first listing , 2004, Immunogenetics.

[35]  A. Casrouge,et al.  A direct estimate of the human alphabeta T cell receptor diversity. , 1999, Science.

[36]  A. Chao Nonparametric estimation of the number of classes in a population , 1984 .