Mass Cytometric Functional Profiling of Acute Myeloid Leukemia Defines Cell-Cycle and Immunophenotypic Properties That Correlate with Known Responses to Therapy.

UNLABELLED Acute myeloid leukemia (AML) is characterized by a high relapse rate that has been attributed to the quiescence of leukemia stem cells (LSC), which renders them resistant to chemotherapy. However, this hypothesis is largely supported by indirect evidence and fails to explain the large differences in relapse rates across AML subtypes. To address this, bone marrow aspirates from 41 AML patients and five healthy donors were analyzed by high-dimensional mass cytometry. All patients displayed immunophenotypic and intracellular signaling abnormalities within CD34(+)CD38(lo) populations, and several karyotype- and genotype-specific surface marker patterns were identified. The immunophenotypic stem and early progenitor cell populations from patients with clinically favorable core-binding factor AML demonstrated a 5-fold higher fraction of cells in S-phase compared with other AML samples. Conversely, LSCs in less clinically favorable FLT3-ITD AML exhibited dramatic reductions in S-phase fraction. Mass cytometry also allowed direct observation of the in vivo effects of cytotoxic chemotherapy. SIGNIFICANCE The mechanisms underlying differences in relapse rates across AML subtypes are poorly understood. This study suggests that known chemotherapy sensitivities of common AML subsets are mediated by cell-cycle differences among LSCs and provides a basis for using in vivo functional characterization of AML cells to inform therapy selection.

[1]  N. Russell,et al.  FLT3‐ITD expression levels and their effect on STAT5 in AML with and without NPM mutations , 2009, British journal of haematology.

[2]  M. Zöller,et al.  Differential survival of AML subpopulations in NOD/SCID mice. , 2011, Experimental hematology.

[3]  Peter O. Krutzik,et al.  Intracellular phospho‐protein staining techniques for flow cytometry: Monitoring single cell signaling events , 2003, Cytometry. Part A : the journal of the International Society for Analytical Cytology.

[4]  Sean C. Bendall,et al.  viSNE enables visualization of high dimensional single-cell data and reveals phenotypic heterogeneity of leukemia , 2013, Nature Biotechnology.

[5]  C. Bloomfield,et al.  Prognostic significance of the European LeukemiaNet standardized system for reporting cytogenetic and molecular alterations in adults with acute myeloid leukemia. , 2012, Journal of clinical oncology : official journal of the American Society of Clinical Oncology.

[6]  B. Falini,et al.  CD34+ cells from AML with mutated NPM1 harbor cytoplasmic mutated nucleophosmin and generate leukemia in immunocompromised mice. , 2010, Blood.

[7]  T. Lister,et al.  Hematopoietic stem cells express multiple myeloid markers: implications for the origin and targeted therapy of acute myeloid leukemia. , 2005, Blood.

[8]  I. Weissman,et al.  Similar MLL-associated leukemias arising from self-renewing stem cells and short-lived myeloid progenitors. , 2003, Genes & development.

[9]  N. Socci,et al.  Prognostic relevance of integrated genetic profiling in acute myeloid leukemia. , 2012, The New England journal of medicine.

[10]  K Wheatley,et al.  The importance of diagnostic cytogenetics on outcome in AML: analysis of 1,612 patients entered into the MRC AML 10 trial. The Medical Research Council Adult and Children's Leukaemia Working Parties. , 1998, Blood.

[11]  M. Borowitz,et al.  A clinically relevant population of leukemic CD34(+)CD38(-) cells in acute myeloid leukemia. , 2012, Blood.

[12]  O. Ornatsky,et al.  Development of analytical methods for multiplex bio-assay with inductively coupled plasma mass spectrometry. , 2008, Journal of analytical atomic spectrometry.

[13]  Bor-Sheng Ko,et al.  Prognostic implication of gene mutations on overall survival in the adult acute myeloid leukemia patients receiving or not receiving allogeneic hematopoietic stem cell transplantations. , 2014, Leukemia research.

[14]  Sean C. Bendall,et al.  Single-Cell Mass Cytometry of Differential Immune and Drug Responses Across a Human Hematopoietic Continuum , 2011, Science.

[15]  Z. Darżynkiewicz,et al.  Cell synchronization by inhibitors of DNA replication induces replication stress and DNA damage response: analysis by flow cytometry. , 2011, Methods in molecular biology.

[16]  M. Carroll,et al.  Human acute myelogenous leukemia stem cells are rare and heterogeneous when assayed in NOD/SCID/IL2Rγc-deficient mice. , 2011, The Journal of clinical investigation.

[17]  J. Gribben,et al.  Leukemia-initiating cells from some acute myeloid leukemia patients with mutated nucleophosmin reside in the CD34(-) fraction. , 2010, Blood.

[18]  Eli R. Zunder,et al.  Transient partial permeabilization with saponin enables cellular barcoding prior to surface marker staining , 2014, Cytometry. Part A : the journal of the International Society for Analytical Cytology.

[19]  W. Plunkett,et al.  Mechanisms of apoptosis induction by nucleoside analogs , 2003, Oncogene.

[20]  Y. Guan,et al.  Detection, isolation, and stimulation of quiescent primitive leukemic progenitor cells from patients with acute myeloid leukemia (AML). , 2003, Blood.

[21]  Eli R. Zunder,et al.  Palladium-based mass tag cell barcoding with a doublet-filtering scheme and single-cell deconvolution algorithm , 2015, Nature Protocols.

[22]  Benjamin J. Raphael,et al.  Genomic and epigenomic landscapes of adult de novo acute myeloid leukemia. , 2013, The New England journal of medicine.

[23]  C. Dunphy,et al.  Immunoreactivity of MIC2 (CD99) and terminal deoxynucleotidyl transferase in bone marrow clot and core specimens of acute myeloid leukemias and myelodysplastic syndromes. , 2006, Archives of pathology & laboratory medicine.

[24]  Sean C. Bendall,et al.  Normalization of mass cytometry data with bead standards , 2013, Cytometry. Part A : the journal of the International Society for Analytical Cytology.

[25]  R. Hills,et al.  Identification of patients with acute myeloblastic leukemia who benefit from the addition of gemtuzumab ozogamicin: results of the MRC AML15 trial. , 2011, Journal of clinical oncology : official journal of the American Society of Clinical Oncology.

[26]  I. Weissman,et al.  In vivo proliferation and cell cycle kinetics of long-term self-renewing hematopoietic stem cells. , 1999, Proceedings of the National Academy of Sciences of the United States of America.

[27]  J. Beyene,et al.  Leukapheresis and low-dose chemotherapy do not reduce early mortality in acute myeloid leukemia hyperleukocytosis: a systematic review and meta-analysis. , 2014, Leukemia research.

[28]  Sylvie Chevret,et al.  Clinical impact of gene mutations and lesions detected by SNP-array karyotyping in acute myeloid leukemia patients in the context of gemtuzumab ozogamicin treatment: Results of the ALFA-0701 trial , 2014, Oncotarget.

[29]  Matthew R Clutter,et al.  Single‐cell mass cytometry adapted to measurements of the cell cycle , 2012, Cytometry. Part A : the journal of the International Society for Analytical Cytology.

[30]  C. Bloomfield,et al.  Frequency of prolonged remission duration after high-dose cytarabine intensification in acute myeloid leukemia varies by cytogenetic subtype. , 1998, Cancer research.

[31]  Naveed Yousuf,et al.  Biological significance of cell cycle kinetics in 128 standard risk newly diagnosed patients with acute myelocytic leukaemia , 1991, British journal of haematology.

[32]  Satoshi Tanaka,et al.  Chemotherapy-resistant human AML stem cells home to and engraft within the bone-marrow endosteal region , 2007, Nature Biotechnology.

[33]  Sean C. Bendall,et al.  Extracting a Cellular Hierarchy from High-dimensional Cytometry Data with SPADE , 2011, Nature Biotechnology.

[34]  A. Martens,et al.  Identification of variables determining the engraftment potential of human acute myeloid leukemia in the immunodeficient NOD/SCID human chimera model , 2000, Leukemia.

[35]  Peng Qiu,et al.  Single‐cell mass cytometry reveals intracellular survival/proliferative signaling in FLT3‐ITD‐mutated AML stem/progenitor cells , 2015, Cytometry. Part A : the journal of the International Society for Analytical Cytology.

[36]  G. Wagemaker,et al.  Fluorouracil selectively spares acute myeloid leukemia cells with long-term growth abilities in immunodeficient mice and in culture. , 1996, Blood.

[37]  J. Dick,et al.  Human acute myeloid leukemia is organized as a hierarchy that originates from a primitive hematopoietic cell , 1997, Nature Medicine.

[38]  K. Döhner,et al.  Individual patient data-based meta-analysis of patients aged 16 to 60 years with core binding factor acute myeloid leukemia: a survey of the German Acute Myeloid Leukemia Intergroup. , 2004, Journal of clinical oncology : official journal of the American Society of Clinical Oncology.

[39]  A. Tichelli,et al.  Expression of pSTAT5 predicts FLT3 internal tandem duplications in acute myeloid leukemia , 2010, Annals of Hematology.

[40]  Irving L. Weissman,et al.  Global analysis of proliferation and cell cycle gene expression in the regulation of hematopoietic stem and progenitor cell fates , 2005, The Journal of experimental medicine.

[41]  Jih-Luh Tang,et al.  Characterization of CEBPA Mutations in Acute Myeloid Leukemia: Most Patients with CEBPA Mutations Have Biallelic Mutations and Show a Distinct Immunophenotype of the Leukemic Cells , 2005, Clinical Cancer Research.

[42]  Anders Krogh,et al.  Comparing cancer vs normal gene expression profiles identifies new disease entities and common transcriptional programs in AML patients. , 2014, Blood.

[43]  M. Caligiuri,et al.  A cell initiating human acute myeloid leukaemia after transplantation into SCID mice , 1994, Nature.

[44]  H. Dombret,et al.  Effect of gemtuzumab ozogamicin on survival of adult patients with de-novo acute myeloid leukaemia (ALFA-0701): a randomised, open-label, phase 3 study , 2012, The Lancet.

[45]  D. Hogge,et al.  Most acute myeloid leukemia progenitor cells with long-term proliferative ability in vitro and in vivo have the phenotype CD34(+)/CD71(-)/HLA-DR-. , 1998, Blood.

[46]  G. Schuurhuis,et al.  Aberrant marker expression patterns on the CD34+CD38− stem cell compartment in acute myeloid leukemia allows to distinguish the malignant from the normal stem cell compartment both at diagnosis and in remission , 2007, Leukemia.

[47]  T. Lister,et al.  AML engraftment in the NOD/SCID assay reflects the outcome of AML: implications for our understanding of the heterogeneity of AML. , 2006, Blood.

[48]  Hartmut Döhner,et al.  Acute myeloid leukaemia , 2006, The Lancet.

[49]  S. Armstrong,et al.  Cell of origin determines clinically relevant subtypes of MLL-rearranged AML , 2013, Leukemia.

[50]  Mark Munsell,et al.  Engraftment of Acute Myeloid Leukemia in NOD/SCID Mice Is Independent of CXCR4 and Predicts Poor Patient Survival , 2004, Stem cells.