Longitudinal single-cell profiling of chemotherapy response in acute myeloid leukemia.
Matteo Maria NaldiniGabriele CasiratiMatteo BarcellaPaola Maria Vittoria RancoitaAndrea CosentinoCarolina CasertaFrancesca PavesiErika ZonariGiacomo DesantisDiego GilioliMatteo Giovanni Giovanni CarrabbaLuca VagoBernardi MassimoRaffaella Di MiccoClelia Di SerioIvan MerelliMonica VolpinEugenio MontiniFabio CiceriBernhard GentnerPublished in: Nature communications (2023)
Acute myeloid leukemia may be characterized by a fraction of leukemia stem cells (LSCs) that sustain disease propagation eventually leading to relapse. Yet, the contribution of LSCs to early therapy resistance and AML regeneration remains controversial. We prospectively identify LSCs in AML patients and xenografts by single-cell RNA sequencing coupled with functional validation by a microRNA-126 reporter enriching for LSCs. Through nucleophosmin 1 (NPM1) mutation calling or chromosomal monosomy detection in single-cell transcriptomes, we discriminate LSCs from regenerating hematopoiesis, and assess their longitudinal response to chemotherapy. Chemotherapy induced a generalized inflammatory and senescence-associated response. Moreover, we observe heterogeneity within progenitor AML cells, some of which proliferate and differentiate with expression of oxidative-phosphorylation (OxPhos) signatures, while others are OxPhos (low) miR-126 (high) and display enforced stemness and quiescence features. miR-126 (high) LSCs are enriched at diagnosis in chemotherapy-refractory AML and at relapse, and their transcriptional signature robustly stratifies patients for survival in large AML cohorts.
Keyphrases
- acute myeloid leukemia
- single cell
- stem cells
- rna seq
- allogeneic hematopoietic stem cell transplantation
- end stage renal disease
- chemotherapy induced
- high throughput
- cell proliferation
- newly diagnosed
- ejection fraction
- peritoneal dialysis
- prognostic factors
- poor prognosis
- endothelial cells
- cross sectional
- free survival
- bone marrow
- oxidative stress
- induced apoptosis
- crispr cas
- radiation therapy
- signaling pathway
- dna methylation
- quantum dots
- binding protein
- heat stress