Abstract

Antigen recognition through the T cell receptor (TCR) αβ heterodimer is one of the primary determinants of the adaptive immune response. Vaccines activate naïve T cells with high specificity to expand and differentiate into memory T cells. However, antigen-specific memory CD4 T cells exist in unexposed antigen-naïve hosts. In this study, we use high-throughput sequencing of memory CD4 TCRβ repertoire and machine learning to show that individuals with preexisting vaccine-reactive memory CD4 T cell clonotypes elicited earlier and higher antibody titers and mounted a more robust CD4 T cell response to hepatitis B vaccine. In addition, integration of TCRβ sequence patterns into a hepatitis B epitope-specific annotation model can predict which individuals will have an early and more vigorous vaccine-elicited immunity. Thus, the presence of preexisting memory T cell clonotypes has a significant impact on immunity and can be used to predict immune responses to vaccination.

Highlights

  • Vaccinee cohort can be classified into three groups 117 Out of 34 vaccinees, 21 vaccinees seroconverted (an anti-hepatitis B (HB) titer above 10 IU/ml was 118 considered protective (Keating and Noble, 2003)) at day 60 and were classified as early119 converters; 9 vaccinees seroconverted at day 180 or day 365 and were classified as late120 converters; remaining 4 vaccinees had an anti-HBs antibody titer lower than 10 IU/ml at all time points following vaccination and were classified as non-converters (Figure 1 and Figure 1— figure supplement 1A). Members of Herpesviridae family might alter immune responses to vaccines (Furman et al, 2015)

  • We found no significant differences in cytomegalovirus (CMV), Epstein-Barr virus (EBV) or herpes simplex virus (HSV) seropositivity between the three groups in our cohort (Figure 1—figure supplement 1B)

  • We detected a significant increase in the breadth of HBsAg-specific TCRβ sequences at day 60 post-vaccination compared to pre-vaccination (Figure 2B and Figure 2—figure supplement 1D)

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Summary

Results

Vaccinee cohort can be classified into three groups 117 Out of 34 vaccinees, 21 vaccinees seroconverted (an anti-HBs titer above 10 IU/ml was 118 considered protective (Keating and Noble, 2003)) at day 60 and were classified as early119 converters; 9 vaccinees seroconverted at day 180 or day 365 and were classified as late120 converters; remaining 4 vaccinees had an anti-HBs antibody titer lower than 10 IU/ml at all time points following vaccination and were classified as non-converters (Figure 1 and Figure 1— figure supplement 1A). The memory repertoire at day 60 shows that early-converters tend to have a higher breadth of putative HBsAg peptide-specific TCRβ, while late-converters tend to have relatively more putative false positives as per the normalization term (Figure 3B) The ratio of these two terms Rhbs shows a significant difference between early the late-converters at 214 day 60 (one-sided Wilcoxon-test P value= 0.0313, Figure 3C). A subset of both early and late-converters had detectable memory CD4 T cell responses prior to vaccination, we observed no significant differences in the frequencies of CD40L+4-1BB− and CD40L−4-1BB+ memory CD4 T cells between the two groups at day 0 (Figure 4D). An expanded subset of 4-1BB+CD45RA− TREG cells pre-vaccination is a prominent feature of a delayed and modest immune response to hepatitis B vaccine in our cohort. 295

Discussion
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