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Single cell RNA sequencing of AML initiating cells reveals RNA-based evolution during disease progression
- Source :
- Leukemia
- Publication Year :
- 2021
- Publisher :
- Springer Science and Business Media LLC, 2021.
-
Abstract
- The prognosis of most patients with AML is poor due to frequent disease relapse. The cause of relapse is thought to be from the persistence of leukemia initiating cells (LIC's) following treatment. Here we assessed RNA based changes in LICs from matched patient diagnosis and relapse samples using single-cell RNA sequencing. Previous studies on AML progression have focused on genetic changes at the DNA mutation level mostly in bulk AML cells and demonstrated the existence of DNA clonal evolution. Here we identified in LICs that the phenomenon of RNA clonal evolution occurs during AML progression. Despite the presence of vast transcriptional heterogeneity at the single cell level, pathway analysis identified common signaling networks involving metabolism, apoptosis and chemokine signaling that evolved during AML progression and become a signature of relapse samples. A subset of this gene signature was validated at the protein level in LICs by flow cytometry from an independent AML cohort and functional studies were performed to demonstrate co-targeting BCL2 and CXCR4 signaling may help overcome therapeutic challenges with AML heterogeneity. It is hoped this work will facilitate a greater understanding of AML relapse leading to improved prognostic biomarkers and therapeutic strategies to target LIC's.
- Subjects :
- Male
Cancer Research
Cell
Biology
CXCR4
Somatic evolution in cancer
Article
Clonal Evolution
chemistry.chemical_compound
Recurrence
hemic and lymphatic diseases
Exome Sequencing
medicine
Humans
neoplasms
Aged
Sequence Analysis, RNA
Infant
RNA
Hematology
Middle Aged
Gene signature
Prognosis
medicine.disease
Leukemia, Myeloid, Acute
Leukemia
medicine.anatomical_structure
Oncology
chemistry
Mutation
Disease Progression
Cancer research
Female
DNA
Signal Transduction
RNA-based evolution
Subjects
Details
- ISSN :
- 14765551 and 08876924
- Volume :
- 35
- Database :
- OpenAIRE
- Journal :
- Leukemia
- Accession number :
- edsair.doi.dedup.....a5a602a1f29de6b5360b3e7daf3b3d7d