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Publications

Personalized single-cell proteogenomics to distinguish acute myeloid leukemia from non-malignant clonal hematopoiesis


Dillon LW, Ghannam J, Nosiri C, Gui G, Goswami M, Calvo KR, Lindblad KE, Oetjen KA, Wilkerson MD, Soltis AR, Sukumar G, Dalgard CL, Thompson J, Valdez J, DeStefano CB, Lai C, Sciambi A, Durruthy-Durruthy R, Llanso A, Gulati S, Wang S, Ooi A, Dagur PK, McCoy JP, Burr P, Li Y, Hourigan CS.
Blood Cancer Discovery May 2021
Abstract

Genetic mutations associated with acute myeloid leukemia (AML) also occur in age-related clonal hematopoiesis, often in the same individual. This makes confident assignment of detected variants to malignancy challenging. The issue is particularly crucial for AML post-treatment measurable residual disease monitoring, where results can be discordant between genetic sequencing and flow cytometry. We show here, that it is possible to distinguish AML from clonal hematopoiesis and to resolve the immunophenotypic identity of clonal architecture. To achieve this, we first design patient-specific DNA probes based on patient's whole-genome sequencing, and then use them for patient-personalized single-cell DNA sequencing with simultaneous single-cell antibody-oligonucleotide sequencing. Examples illustrate AML arising from DNMT3A and TET2 mutated clones as well as independently. The ability to personalize single-cell proteogenomic assessment for individual patients based on leukemia-specific genomic features has implications for ongoing AML precision medicine efforts.

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Area

Heme

Institution Type

Academia

Indication / Modality

Acute Myleoid Leukemia (AML)

Goal of Study

Clinical Profiling, CHIP, MRD

Key Genes

NRAS, DNMT3A, SF3B1, IDH1, GATA2, KIT, TET2, NPM1, CUX1, EZH2, JAK2, WT1, KRAS, PTPN11, FLT3, IDH2, TP53, SRSF2, SETBP1, CEBPA, ASXL1, RUNX1, U2AF1, STAG2, PHF6

PAD Project

No

Analytes Assessed

Extracellular Protein, InDels, SNV, CNV, LOH

Sample Storage

Fresh Frozen

Sample Prep

Whole Cells

Sample Type

Patient Material, PBMC

Tissue / Organ

Bone Marrow Aspirates

Species

Human

Panel Used

Custom

Proof Point Demonstrated

Co-occurrence, Clonality, Multi-omics
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