Abstract
Effective cancer immunotherapy relies on the clonal proliferation and expansion of CD8+ T cells in the tumor1,2. However, our insights into clonal expansions are limited, owing to an inability to track the same clones in tumors over time. Here, we developed a multi-tumor mouse model system to track hundreds of expanding and contracting CD8+ T cell clones over multiple timepoints in tumors of the same individual. Through coupling of clonal expansion dynamics and single-cell RNA/TCR-seq data, we identified a transcriptomic signature in PD-1+Ly108+ precursor exhausted cells3,4 that strongly predicts rates of intratumoral clone expansion in mice and humans. We found that expression of the signature successfully stratifies melanoma patient outcomes to PD-1/PD-L1 blockade5,6. Downregulation of the signature precedes clone contraction – a phase in which clones contract but maintain revivable precursor exhausted cells in the tumor. LAG-3 blockade – an FDA-approved therapy whose effects on CD8+ T cell responses are currently unclear7, re-activates the expansion signature, re-expanding pre-existing clones, including previously contracted clones. These findings reveal how the study of clonal expansion dynamics provide a powerful ‘pan-immunotherapy’ signature for monitoring immunotherapies, including PD-1/PD-L1 and LAG-3 blockade, with implications for their future development.
Competing Interest Statement
H.A reports stock for ImmunoGeneTeqs, Inc. S.S. reports an advisory role for ImmunoGeneTeqs, Inc. and stock for ImmunoGeneTeqs, Inc. K.M. reports a consulting or advisory role for Kyowa-Hakko Kirin and ImmunoGeneTeqs, Inc; research funding from Kyowa-Hakko Kirin and Ono; and stock for ImmunoGeneTeqs, Inc. and IDAC Theranostics, Inc. S.U. reports an advisory role for ImmunoGeneTeqs, Inc. and stock for ImmunoGeneTeqs, Inc. and IDAC Theranostics, Inc.