Nature Communications · 2023 · 33 citations · 44 references
Life SciencesImmunologyOncologyCancer ImmunologyCellular ImmunologyTumor ImmunologyCheckpoint Inhibitor TherapyImmune Checkpoint InhibitorsImmune Checkpoint RegulationImmune CheckpointsMultiple MyelomaT Cell BiologyBone Marrow - Derived CellsFlow Cytometry ImmunophenotypingImmune Checkpoint Inhibitor TherapyLenalidomide TherapyMultiple Myeloma TherapySingle-cell Rna SequencingT Cell Clonal ExpansionTumor-specific T Cell Clones
Abstract Tumor recognition by T cells is essential for antitumor immunity. A comprehensive characterization of T cell diversity may be key to understanding the success of immunomodulatory drugs and failure of PD-1 blockade in tumors such as multiple myeloma (MM). Here, we use single-cell RNA and T cell receptor sequencing to characterize bone marrow T cells from healthy adults ( n = 4) and patients with precursor ( n = 8) and full-blown MM ( n = 10). Large T cell clones from patients with MM expressed multiple immune checkpoints, suggesting a potentially dysfunctional phenotype. Dual targeting of PD-1 + LAG3 or PD-1 + TIGIT partially restored their function in mice with MM. We identify phenotypic hallmarks of large intratumoral T cell clones, and demonstrate that the CD27 − and CD27 + T cell ratio, measured by flow cytometry, may serve as a surrogate of clonal T cell expansions and an independent prognostic factor in 543 patients with MM treated with lenalidomide-based treatment combinations.
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A Mathematical Theory of Communication
Claude E. Shannon · Bell System Technical Journal · 1948 · 80.7K citations
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Fast, sensitive and accurate integration of single-cell data with Harmony
Ilya Korsunsky, Nghia Millard, Jean Fan et al. · Nature Methods · 2019 · 10.5K citations · Full text