Science · 2021 · 1.4K citations · 49 references
MedicineImmunologyOncologyCancer ImmunologyImmunotherapyTumor MicroenvironmentAntitumor T Cell ResponsesCancer ImmunotherapyCancer TranscriptomicsImmune HeterogeneityT Cell ExhaustionTumor-infiltrating LymphocytesCd8 Positive T CellsCd8+ Tumor-infiltrating LymphocytesPrecision ImmunotherapySingle-cell Immune AnalysisSingle-cell Rna SequencingT-cell Mediated ImmunityTumor Mutation Burden AssessmentTumor Mutation Burden Biomarkers
An atlas of cancer-associated T cells The tumor microenvironment contains many different kinds of immune cells, the composition, function, and roles of which are unclear. Using single-cell RNA sequencing of T cells in 21 cancer types from more than 300 patients, Zheng et al . identified differences in transcript composition that could be used to catalog different T cell types (see the Perspective by van der Leun and Schumacher). These annotations identified the different roles of specific types of CD4 + and CD8 + T cells among the different tumor types. Some of these clusters revealed evidence for two developmental paths for T cells, one of which shows a trajectory toward the “exhausted” T cell state, knowledge of which may be useful in developing future cancer immunotherapies. —LMZ
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A Mathematical Theory of Communication
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SCENIC: single-cell regulatory network inference and clustering
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Dimensionality reduction for visualizing single-cell data using UMAP
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