Nature · 2023 · 159 citations · 77 references
Life SciencesImmunologyOncologyCancer ImmunologyCell Fate SpecificationImmunotherapyCancer ImmunotherapyCheckpoint Inhibitor TherapyImmune Checkpoint InhibitorsImmune Checkpoint RegulationT Cell BiologyT Cell ExhaustionCausal NetworksCell Differentiation PotentialCell Fate ConversionCell Fate DecisionsDifferentiation PotentialImmune Checkpoint Signaling PathwaysRegulatory Gene NetworksT Cell Checkpoint Inhibition
Abstract CD8 + cytotoxic T cells (CTLs) orchestrate antitumour immunity and exhibit inherent heterogeneity 1,2 , with precursor exhausted T (T pex ) cells but not terminally exhausted T (T ex ) cells capable of responding to existing immunotherapies 3–7 . The gene regulatory network that underlies CTL differentiation and whether T ex cell responses can be functionally reinvigorated are incompletely understood. Here we systematically mapped causal gene regulatory networks using single-cell CRISPR screens in vivo and discovered checkpoints for CTL differentiation. First, the exit from quiescence of T pex cells initiated successive differentiation into intermediate T ex cells. This process is differentially regulated by IKAROS and ETS1, the deficiencies of which dampened and increased mTORC1-associated metabolic activities, respectively. IKAROS-deficient cells accumulated as a metabolically quiescent T pex cell population with limited differentiation potential following immune checkpoint blockade (ICB). Conversely, targeting ETS1 improved antitumour immunity and ICB efficacy by boosting differentiation of T pex to intermediate T ex cells and metabolic rewiring. Mechanistically, TCF-1 and BATF are the targets for IKAROS and ETS1, respectively. Second, the RBPJ–IRF1 axis promoted differentiation of intermediate T ex to terminal T ex cells. Accordingly, targeting RBPJ enhanced functional and epigenetic reprogramming of T ex cells towards the proliferative state and improved therapeutic effects and ICB efficacy. Collectively, our study reveals that promoting the exit from quiescence of T pex cells and enriching the proliferative T ex cell state act as key modalities for antitumour effects and provides a systemic framework to integrate cell fate regulomes and reprogrammable functional determinants for cancer immunity.
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Comprehensive Integration of Single-Cell Data
Tim Stuart, Andrew Butler, Paul Hoffman et al. · Cell · 2019 · 16.9K citations · Full text
Integrated analysis of multimodal single-cell data
Yuhan Hao, Stephanie Hao, Erica Andersen‐Nissen et al. · Cell · 2021 · 16K citations · Full text