Publication | Open Access
A Single-Cell Tumor Immune Atlas for Precision Oncology
31
Citations
52
References
2020
Year
Unknown Venue
ImmunologyPathologyImmunotherapySpatial OmicsTumor BiologyTumor HeterogeneitySingle Cell SequencingTumor ImmunityPatient StratificationCancer ResearchSpatial TranscriptomicsMedicineSingle-cell GenomicsSingle-cell AnalysisCell BiologyTumor MicroenvironmentPrecision OncologyTumor Immune MicroenvironmentCancer ImmunosurveillanceCancer GenomicsImmune PopulationsOncology
Abstract The tumor immune microenvironment is a main contributor to cancer progression and a promising therapeutic target for oncology. However, immune microenvironments vary profoundly between patients and biomarkers for prognosis and treatment response lack precision. A comprehensive compendium of tumor immune cells is required to pinpoint predictive cellular states and their spatial localization. We generated a single-cell tumor immune atlas, jointly analyzing >500,000 cells from 217 patients and 13 cancer types, providing the basis for a patient stratification based on immune cell compositions. Projecting immune cells from external tumors onto the atlas facilitated an automated cell annotation system for a harmonized interpretation. To enable in situ mapping of immune populations for digital pathology, we applied SPOTlight , combining single-cell and spatial transcriptomics data and identifying striking spatial immune cell patterns in tumor sections. We expect the tumor immune cell atlas, together with our versatile toolbox for precision oncology, to advance currently applied stratification approaches for prognosis and immuno-therapy.
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