Single-cell transcriptomic atlas-guided development of CAR-T cells for the treatment of acute myeloid leukemia.
Adrian GottschlichMoritz ThomasRuth GrünmeierStefanie LeschLisa RohrbacherVeronika IglDaria BriukhovetskaMohamed-Reda BenmebarekBinje VickSertac DedeKatharina MüllerTao XuDario DhoqinaFlorian MärklSophie RobinsonAndrea SendelhofertHeiko SchulzÖykü UmutVladyslav KavakaChristina Angeliki TsiveriotiEmanuele CarliniSayantan NandiThaddäus StrzalkowskiTheo LorenziniSophia StockPhilipp Jie MüllerJanina DörrMatthias SeifertBruno Loureiro CadilhaRuben BrabenecNatalie RöderFelicitas RatajManuel NüeschFranziska ModemannJasmin WellbrockWalter FiedlerChristian KellnerEduardo BeltránTobias HeroldDominik PaquetIrmela JeremiasLouisa von BaumgartenStefan EndresMarion SubkleweCarsten MarrSebastian KoboldPublished in: Nature biotechnology (2023)
Chimeric antigen receptor T cells (CAR-T cells) have emerged as a powerful treatment option for individuals with B cell malignancies but have yet to achieve success in treating acute myeloid leukemia (AML) due to a lack of safe targets. Here we leveraged an atlas of publicly available RNA-sequencing data of over 500,000 single cells from 15 individuals with AML and tissue from 9 healthy individuals for prediction of target antigens that are expressed on malignant cells but lacking on healthy cells, including T cells. Aided by this high-resolution, single-cell expression approach, we computationally identify colony-stimulating factor 1 receptor and cluster of differentiation 86 as targets for CAR-T cell therapy in AML. Functional validation of these established CAR-T cells shows robust in vitro and in vivo efficacy in cell line- and human-derived AML models with minimal off-target toxicity toward relevant healthy human tissues. This provides a strong rationale for further clinical development.
Keyphrases
- acute myeloid leukemia
- single cell
- induced apoptosis
- cell cycle arrest
- cell therapy
- rna seq
- high resolution
- endothelial cells
- allogeneic hematopoietic stem cell transplantation
- signaling pathway
- oxidative stress
- clinical trial
- endoplasmic reticulum stress
- gene expression
- poor prognosis
- stem cells
- cell death
- mesenchymal stem cells
- immune response
- electronic health record
- induced pluripotent stem cells
- cell proliferation
- big data
- replacement therapy
- pluripotent stem cells