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Publications

Clonal Evolution of Acute Myeloid Leukemia revealed by high-throughput single-cell genomics


Morita K, Wang F, Jahn K, Hu T, Tanaka T, Sasaki Y, Kuipers J, Loghavi S, Wang SA, Yan Y, Furudate K, Matthews J, Little L, Gumbs C, Zhang J, Song X, Thompson E, Patel KP, Bueso-Ramos CE, DiNardo CD, Ravandi F, Jabbour E, Andreeff M, Cortes J, Bhalla K, Garcia-Manero G, Kantarjian H, Konopleva M, Nakada D, Navin N, Beerenwinkel N, Futreal PA, Takahashi K.
Nature CoMultiple Myelomaunications Oct 2020
Abstract

Clonal diversity is a consequence of cancer cell evolution driven by Darwinian selection. Precise characterization of clonal architecture is essential to understand the evolutionary history of tumor development and its association with treatment resistance. Here, using a single-cell DNA sequencing, we report the clonal architecture and mutational histories of 123 acute myeloid leukemia (AML) patients. The single-cell data reveals cell-level mutation co-occurrence and enables reconstruction of mutational histories characterized by linear and branching patterns of clonal evolution, with the latter including convergent evolution. Through xenotransplantion, we show leukemia initiating capabilities of individual subclones evolving in parallel. Also, by simultaneous single-cell DNA and cell surface protein analysis, we illustrate both genetic and phenotypic evolution in AML. Lastly, single-cell analysis of longitudinal samples reveals underlying evolutionary process of therapeutic resistance. Together, these data unravel clonal diversity and evolution patterns of AML, and highlight their clinical relevance in the era of precision medicine.

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Area

Heme

Institution Type

Academia

Indication / Modality

Acute Myleoid Leukemia (AML)

Goal of Study

MRD, Therapeutic Resistance, Retrospective, Disease Progression, Disease Modeling, Longitudinal

Key Genes

NPM1, FLT3, DNMT3A, RAS, IDH2, RUNX1, TET2

PAD Project

No

Analytes Assessed

SNV, InDels

Sample Storage

Fresh Frozen

Sample Prep

Whole Cells

Sample Type

Patient Material

Tissue / Organ

Bone Marrow Aspirates

Species

Human

Panel Used

Catalog AML Panel

Proof Point Demonstrated

Clonality, Survival Curves, Co-occurrence, Zygosity, Better than Bulk, Sensitivity, Multi-omics, Phylogeny
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