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Nat Genet. 2017 May;49(5):659-665. doi: 10.1038/ng.3822. Epub 2017 Apr 3.

Immunosequencing identifies signatures of cytomegalovirus exposure history and HLA-mediated effects on the T cell repertoire.

Author information

1
Adaptive Biotechnologies, Seattle, Washington, USA.
2
Computational Biology Program, Fred Hutchinson Cancer Research Center, Seattle, Washington, USA.
3
Fred Hutchinson Cancer Research Center, Seattle, Washington, USA.

Abstract

An individual's T cell repertoire dynamically encodes their pathogen exposure history. To determine whether pathogen exposure signatures can be identified by documenting public T cell receptors (TCRs), we profiled the T cell repertoire of 666 subjects with known cytomegalovirus (CMV) serostatus by immunosequencing. We developed a statistical classification framework that could diagnose CMV status from the resulting catalog of TCRβ sequences with high specificity and sensitivity in both the original cohort and a validation cohort of 120 different subjects. We also confirmed that three of the identified CMV-associated TCRβ molecules bind CMV in vitro, and, moreover, we used this approach to accurately predict the HLA-A and HLA-B alleles of most subjects in the first cohort. As all memory T cell responses are encoded in the common format of somatic TCR recombination, our approach could potentially be generalized to a wide variety of disease states, as well as other immunological phenotypes, as a highly parallelizable diagnostic strategy.

PMID:
28369038
DOI:
10.1038/ng.3822
[Indexed for MEDLINE]

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