The Journal of Immunology · 2018 · 38 citations · 41 references
Life SciencesImmunologyMolecular BiologyImmunogeneticsImmunology Of Infectious DiseasesMolecular ImmunologyAntigen Receptor DiversityAntigen RecognitionImmune Repertoire FormationMajor Histocompatibility ComplexT Cell ActivationT Cell BiologyClonal ExpansionClonal Expansion Of LymphocytesDiverse RepertoireT Cell Clonal ExpansionT Cell Receptor DiversityT Cell Repertoire SelectionT-cell Repertoire AnalysisT-cell Repertoire Broadening
Human T cells that recognize lipid Ags presented by highly conserved CD1 proteins often express semi-invariant TCRs, but the true diversity of lipid Ag-specific TCRs remains unknown. We use CD1b tetramers and high-throughput immunosequencing to analyze thousands of TCRs from ex vivo-sorted or in vitro-expanded T cells specific for the mycobacterial lipid Ag, glucose monomycolate. Our results reveal a surprisingly diverse repertoire resulting from editing of germline-encoded gene rearrangements analogous to MHC-restricted TCRs. We used a distance-based metric (TCRDist) to show how this diverse TCR repertoire builds upon previously reported conserved motifs by including subject-specific TCRs. In a South African cohort, we show that TCRDist can identify clonal expansion of diverse glucose monomycolate-specific TCRs and accurately distinguish patients with active tuberculosis from control subjects. These data suggest that similar mechanisms govern the selection and expansion of peptide and lipid Ag-specific T cells despite the nonpolymorphic nature of CD1.
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Scikit-learn: Machine Learning in Python
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Statistical method for testing the neutral mutation hypothesis by DNA polymorphism.
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Life Sciences, Biology, Genetics +13
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