Integrated Multidimensional Flow Cytometry (MFC) and Next-Generation Sequencing (NGS) to Reconstruct Evolutionary Paterns from Dysplasia to Acute Myeloid Leukemia (AML)
Authors: Simoes Catia Patricia , Chillon Carmen , Martínez-Cuadrón David , Calasanz María José , Vidriales María-Belén , Vazquez Iria , Hernández-Ruano Montserrat , Ariceta Beñat , Burgos Leire , Alignani Diego , Sarai Sarvide , Villar Sara , Prósper Felipe , Ayala Rosa , Martínez-Lopez Joaquín , Bergua Burgues Juan Miguel , Vives Susana , Perez-Simon Jose A. , García-Fortes María , González Marcos , San-Miguel Jesus , Sanz Miguel A. , Montesinos Pau , Paiva Bruno 
Published: November 2021

Abstract
Background: Clonal evolution in AML originates long before diagnosis and is a highly dynamic process. Having a greater understanding of leukemogenesis may contribute to develop treatment strategies that target the tumor evolutionary process. However, dissecting leukemic transformation at the onset of AML is challenging without single-cell sequencing, and most clinical laboratories do not have infrastructure to perform these studies routinely.
Patients with newly diagnosed AML may present dysplasia. If these residual, mature, dysplastic cells were generated before the differentiation blockage of blasts preceding leukemic transformation, it could be hypothesized that studying the genetic landscape of dysplastic cells and blasts could uncover the evolutionary process from dysplasia to AML. This hypothesis has never been investigated.
Aim: Reconstruct clonal evolution from dysplasia to AML based on the genetic signature of dysplastic cells and leukemic blasts, analyzed using integrated MFC immunophenotyping and sorting with NGS.
Methods: Presence of dysplasia according to aberrant phenotypic differentiation of the neutrophil, monocytic and erythroid lineages was investigated using MFC and EuroFlow MDS/AML panels in 283 newly diagnosed AML patients (median age 74; range 29-90). Patient-specific phenotypes were leveraged to isolate a total of 99 cell types from 22 AML cases for targeted (48 MDS/AML related genes) and whole-exome sequencing (WES), with a mean depth of 3246x and 141x, respectively. In patients with measurable residual disease (MRD) by MFC at the time of complete remission, tumor resistant cells were FACSorted for WES using patient-specific aberrant phenotypes. T cells were used as germline control in both approaches. Mutations were considered if ≥0.05 allele frequency in leukemic blasts or dysplastic cells and ≤0.2 in T cells.
Results: We first assessed the applicability of our hypothesis by investigating how many patients show dysplasia at the onset of AML. Dysplastic cells were observed in 252 of 283 (89%) cases. Phenotypic abnormalities were more frequently noted in the neutrophil lineage (47%), followed by the monocytic (40%) and erythroid cells (13%). Up to 169/283 (60%) patients showed multi-lineage dysplasia. Only nine cases showed no signs of dysplasia, whereas the remaining 22 had undetectable hematopoiesis.
Targeted sequencing of dysplastic cells and blasts in 16 patients uncovered three evolutionary patterns of leukemogenesis. Stable transition in those displaying identical mutational landscapes in blasts and residual mature dysplastic cells (9/16); clonal selection in cases where blasts originated from leukemic stem cells other than the ones driving dysplasia, due to mutations absent in blasts and present in dysplastic cells (4/16); and clonal evolution in cases showing new mutations in blasts onto mutations shared between these and dysplastic cells (3/16). Interestingly, most patients displaying stable transition from dysplasia to AML had mutated ASXL1, RUNX1 and/or TP53 (8/9). Mutations present in dysplastic cells while absent in blasts from patients showing a clonal selection evolutionary pattern, were more frequently detected in genes related to signaling pathways (eg JAK2, KRAS and NRAS). By contrast, clonal evolution was characterized by new mutations affecting FLT3ITD and STAG2.
The higher throughput of WES of dysplastic cells and blasts from six patients unveiled a more complex dynamic process of leukemogenesis, with all three evolutionary patterns being detectable in nearly all cases. Most interestingly, we found patients with mutations in dysplastic cells and blasts at diagnosis, but not in MRD cells (eg NBPF1 and ZNF717); and patients showing mutations in dysplastic and MRD cells, but not in blasts at diagnosis (eg MUC2 and KIR2DL3). These findings uncover that genetic alterations that are critical in leukemic transformation and chemoresistance, may not overlap (Figure).
Conclusions: We showed for the first time that it is possible to reconstruct leukemogenesis in nearly 90% of newly-diagnosed AML patients, using techniques that are commonly available in clinical laboratories. The possibility to identify the genetic drivers of leukemic transformation and chemoresistance, could be clinically meaningful to develop tailored treatment strategies aiming at the eradication of genetically diverse leukemic clones.
Figure 1 Figure 1.

Disclosures
Prósper: Oryzon: Honoraria; Janssen: Honoraria; BMS-Celgene: Honoraria, Research Funding. Ayala: Incyte Corporation: Membership on an entity's Board of Directors or advisory committees; Novartis: Honoraria, Membership on an entity's Board of Directors or advisory committees; Astellas: Honoraria; Celgene: Honoraria. Perez-Simon: JANSSEN, TAKEDA, PFIZER, JAZZ, BMS, AMGEN, GILEAD: Other: honorarium or budget for research projects and/or participation in advisory boards and / or learning activities and / or conferences. San-Miguel: AbbVie, Amgen, Bristol-Myers Squibb, Celgene, GlaxoSmithKline, Janssen, Karyopharm, Merck Sharpe & Dohme, Novartis, Regeneron, Roche, Sanofi, SecuraBio, and Takeda: Consultancy, Membership on an entity's Board of Directors or advisory committees. Montesinos: Celgene: Consultancy, Membership on an entity's Board of Directors or advisory committees, Research Funding, Speakers Bureau; Pfizer: Membership on an entity's Board of Directors or advisory committees, Research Funding, Speakers Bureau; Daiichi Sankyo: Consultancy, Membership on an entity's Board of Directors or advisory committees, Research Funding, Speakers Bureau; Sanofi: Membership on an entity's Board of Directors or advisory committees, Speakers Bureau; Incyte: Membership on an entity's Board of Directors or advisory committees, Speakers Bureau; Karyopharm: Membership on an entity's Board of Directors or advisory committees, Research Funding; Novartis: Membership on an entity's Board of Directors or advisory committees, Research Funding, Speakers Bureau; Stemline/Menarini: Consultancy; Teva: Membership on an entity's Board of Directors or advisory committees, Research Funding, Speakers Bureau; Janssen: Membership on an entity's Board of Directors or advisory committees, Research Funding, Speakers Bureau; Agios: Consultancy; Tolero Pharmaceutical: Consultancy; Forma Therapeutics: Consultancy; Glycomimetics: Consultancy; AbbVie: Membership on an entity's Board of Directors or advisory committees, Research Funding, Speakers Bureau; Astellas Pharma, Inc.: Consultancy, Honoraria, Other: Advisory board, Research Funding, Speakers Bureau. Paiva: Celgene, EngMab, Roche, Sanofi, Takeda: Research Funding; Adaptive, Amgen, Bristol-Myers Squibb-Celgene, Janssen, Kite Pharma, Sanofi and Takeda: Honoraria; Bristol-Myers Squibb-Celgene, Janssen, and Sanofi: Consultancy.