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T-cell receptor αβ chain pairing is associated with CD4+ and CD8+ lineage specification
- Publication Year :
- 2018
- Publisher :
- Cold Spring Harbor Laboratory, 2018.
-
Abstract
- While a highly diverse T-cell receptor (TCR) repertoire is the hallmark of a healthy adaptive immune system, relatively little is understood about how the CD4+ and CD8+ TCR repertoires differ from one another. We here utilize high-throughput single T-cell sequencing to obtain approximately 100,000 TCR αβ chain pairs from human subjects, stratified into CD4+ and CD8+ lineages. We reveal that substantial information about T-cell lineage is encoded by Vαβ gene pairs and, to a lesser extent, by several other TCR features such as CDR3 length and charge. We further find that the strength of association between the β chain and T-cell lineage is surprisingly weak, similar in strength to that of the α chain. Using machine learning classifiers to predict T-cell lineage from TCR features, we demon-strate that αβ chain pairs are significantly more informative than individual chains alone. These findings provide unprecedented insight into the CD4+ and CD8+ TCR repertoires and highlight the importance of αβ chain pairing in TCR function and specificity.
- Subjects :
- Genetics
0303 health sciences
Lineage (genetic)
Chemistry
T-cell receptor
hemic and immune systems
chemical and pharmacologic phenomena
T-Cell Receptor Alpha-Beta
3. Good health
03 medical and health sciences
0302 clinical medicine
Receptor
Beta (finance)
Gene
030217 neurology & neurosurgery
Function (biology)
CD8
030304 developmental biology
Subjects
Details
- Database :
- OpenAIRE
- Accession number :
- edsair.doi.dedup.....8a70231c2862dca69fef8906b32a994b