Adverse stem cell clones within a single patient's tumor predict clinical outcome in AML patients.
Christina ZellerDaniel RichterVindi JurinovicIlse A Valtierra-GutiérrezAshok Kumar JayaveluMatthias MannJohannes W BagnoliInes HellmannTobias HeroldWolfgang EnardBinje VickIrmela JeremiasPublished in: Journal of hematology & oncology (2022)
Acute myeloid leukemia (AML) patients suffer dismal prognosis upon treatment resistance. To study functional heterogeneity of resistance, we generated serially transplantable patient-derived xenograft (PDX) models from one patient with AML and twelve clones thereof, each derived from a single stem cell, as proven by genetic barcoding. Transcriptome and exome sequencing segregated clones according to their origin from relapse one or two. Undetectable for sequencing, multiplex fluorochrome-guided competitive in vivo treatment trials identified a subset of relapse two clones as uniquely resistant to cytarabine treatment. Transcriptional and proteomic profiles obtained from resistant PDX clones and refractory AML patients defined a 16-gene score that was predictive of clinical outcome in a large independent patient cohort. Thus, we identified novel genes related to cytarabine resistance and provide proof of concept that intra-tumor heterogeneity reflects inter-tumor heterogeneity in AML.
Keyphrases
- acute myeloid leukemia
- end stage renal disease
- stem cells
- single cell
- chronic kidney disease
- ejection fraction
- newly diagnosed
- peritoneal dialysis
- allogeneic hematopoietic stem cell transplantation
- prognostic factors
- gene expression
- emergency department
- dna methylation
- oxidative stress
- high throughput
- low dose
- rna seq
- combination therapy
- mesenchymal stem cells
- bone marrow
- cell therapy
- genome wide analysis