-Author name in bold denotes the presenting author
-Asterisk * with author name denotes a Non-ASH member
Clinically Relevant Abstract denotes an abstract that is clinically relevant.

PhD Trainee denotes that this is a recommended PHD Trainee Session.

Ticketed Session denotes that this is a ticketed session.

641 Transcriptomically Defined Acute Myeloid Leukemia, Myelodysplasia-Related (AML-MR) Phenotype Governs Mutation-Based Disease Group Assignment

Program: Oral and Poster Abstracts
Type: Oral
Session: 618. Acute Myeloid Leukemias: Biomarkers and Molecular Marker in Diagnosis and Prognosis: Deciphering the Mechanisms Underlying Prognosis
Hematology Disease Topics & Pathways:
Acute Myeloid Malignancies, AML, Diseases, Myeloid Malignancies
Sunday, December 8, 2024: 5:30 PM

Lorenz Oelschläger1, Deedra Nicolet, MS2*, Krzysztof Mrózek, MD, PhD2, Daniel Schnell3*, Najla Alotaibi4*, Christopher J. Walker, PhD4, Alice Mims, MD4, James S. Blachly, MD4, Bayard L Powell, MD5, Jonathan E Kolitz, MD6, Eunice S. Wang, MD7, Andrew J. Carroll, PhD8, Lynn van Rosmalen9,10*, Bettina Nadorp, PhD11,12*, Nathan Salomonis, PhD3*, H. Leighton Grimes, PhD1, Maarten Fornerod, PhD9,13* and Ann-Kathrin Eisfeld, MD2

1Division of Immunobiology, Cincinnati Children's Hospital, Cincinnati, OH
2The Ohio State University Comprehensive Cancer Center, Columbus, OH
3Division of Biomedical Informatics, Cincinnati Children's Hospital, Cincinnati, OH
4Clara D. Bloomfield Center for Leukemia Outcomes Research, The Ohio State University Comprehensive Cancer Center, Columbus, OH
5Atrium Health Wake Forest Baptist Comprehensive Cancer Center, Winston-Salem, NC
6Zucker School of Medicine at Hofstra/Northwell, Zuckerberg Cancer Center, Lake Success, NY
7Leukemia Service, Department of Medicine, Roswell Park Comprehensive Cancer Center, Buffalo, NY
8Department of Genetics, University of Alabama at Birmingham, Birmingham, AL
9Department of Cell Biology, Erasmus Medical Center, Rotterdam, Netherlands
10Department of Pediatric Oncology Hematology, Erasmus Medical Center-Sophia Children's Hospital, Rotterdam, Netherlands
11NYU Grossman School of Medicine, Division of Precision Medicine, Department of Medicine, New York, NY
12NYU Grossman School of Medicine, Department of Pathology, New York, NY
13Department of Pediatric Oncology Hematology,, Erasmus Medical Center- Sophia Childrens Hospital, Rotterdam, ZH, NLD

Introduction The revised 5th edition of the World Health Organization Classification of Haematolymphoid Tumours and the 2022 European LeukemiaNet (ELN) genetic-risk classification have led to profound changes in the classification, risk assignment, and associated treatment options for AML pts. One of the major changes affects AML-MR. Pts with MR-mutations are now considered to have adverse-risk, except when MR-mutations co-occur with favorable-risk AML subtypes. However, AML-MR is a clinically and molecularly heterogeneous group with diverse clinical outcomes when treated with intensive chemotherapy. Although gene mutations and recurrent cytogenetic abnormalities are equally included as AML-MR-defining genetic events, the associations of specific genetic lesions with pretreatment features and clinical outcome may differ. Thus, data-driven support for the definition of AML-MR is needed to improve risk assignment and subsequent treatment guidance for pts. We hypothesized that better portrayal of tumor biology characterized by gene expression-based genetic phenotype may help refine AML-MR classification.

Methods We performed transcriptome-based gene-expression profiling and t-distributed stochastic neighbor embedding (t-SNE) data visualization on a clinically and molecularly well-characterized cohort of 971 newly diagnosed AML pts who were similarly treated with intensive chemotherapy on CALGB/Alliance frontline chemotherapy-based protocols. Using transcriptome-based gene-expression profiles of pts diagnosed with myelodysplastic neoplasms, we defined an MDS similarity score, which was almost exclusively found in a relatively large, central t-SNE cluster enriched for pts with AML-MR-defining genetic lesions. We recognized 3 pt groups (n=377 pts): pts with both AML-MR-defining genetic lesions and MR-expression profile (n=149), pts who had the MR-expression profile but not AML-MR-defining genetic lesions (n=99) and pts who harbored AML-MR-defining genetic lesions but did not have the MR-expression profile (n=129). Clinical and molecular characteristics and treatment outcomes of pts in these 3 groups were then compared.

Results Treatment outcomes of pts with MR-expression profile with and of those without AML-MR-defining genetic lesions were equally poor, whereas pts with AML-MR-defining genetic lesions but without the MR-expression profile had superior complete remission (CR) rates (43% vs 45% vs 69%, P<.001), and overall survival (OS; 3-y rates: 18% vs 14% vs 39%, P<.001). Because the outcome of pts with MR-expression profile who harbored AML-defining genetic lesions was very similar to outcome of pts with MR-expression profile who did not, we next combined these 2 pt groups into one MR-expression group (termed “MR-e”, n=248) and compared this group with the “mutation only” (“MR-mut”, n=129) group. Pts in the MR-e group were older than pts in the MR-mut group (median, 57 vs 48 y, P<.001). We next performed cell type quantifications using Dampened Weighted Least Squares (DWLS) based on our recently established single cell labels (Lasry et al, 2022) for deconvolution. Here, MR-e patients had a more HSC-like phenotype and a larger fraction of CD4+ T cells. In comparative survival analyses, MR-e patients had lower CR rates (44% vs 69%, P<.001), and worse OS (3-y rates: 15% vs 39% P<.001) than MR-mut pts. Within the 2022 ELN Favorable genetic-risk group, although pts with MR-expression profile had similar CR rates (60% vs 81%, P=.21), their OS was worse (3-y rates: 11% vs 60%, P<.001) than OS of MR-mut pts. In multivariable analyses, the presence of MR-e independently associated with lower CR rates (P=.004), adjusting for SF3B1 mutations and shorter OS (P<.001), adjusting for IDH1/2 mutations). Co-existing IDH1/2 mutations were the only identified genetic feature outweighing the negative prognostic effect of MR-e.

Conclusions We have identified an expression-based MDS-similarity score (MR-e) as a possible phenotypic correlate for AML-MR pts that also includes patients without AML-MR defining genetic lesions. Its presence portends very poor treatment outcome, especially in pts classified in the 2022 ELN Favorable genetic-risk group. In contrast, the absence of MR-e associates with better CR and OS in pts carrying AML-MR-defining lesions. Validation of these findings in an independent data set of intensive chemotherapy treated AML-MR patients is ongoing.

Disclosures: Walker: MASSiRNA: Consultancy; ILMN: Current equity holder in publicly-traded company; Karyopharm Therapeutics: Current Employment, Current equity holder in publicly-traded company. Mims: Daiichi Saynko: Membership on an entity's Board of Directors or advisory committees; Foghorn Therapeutics: Membership on an entity's Board of Directors or advisory committees; Treadwell Therapeutics: Membership on an entity's Board of Directors or advisory committees; Leukemia and Lymphoma Society Beat AML Study: Other: Senior Medical Director; BMS: Membership on an entity's Board of Directors or advisory committees; Novartis: Membership on an entity's Board of Directors or advisory committees. Blachly: Astellas: Consultancy, Membership on an entity's Board of Directors or advisory committees, Other: consulting fees; Syndax Pharmaceuticals, Inc.: Consultancy, Membership on an entity's Board of Directors or advisory committees, Other: consulting fees. Wang: Syndax: Membership on an entity's Board of Directors or advisory committees; Sumitomo Pharma: Membership on an entity's Board of Directors or advisory committees; Stemline: Membership on an entity's Board of Directors or advisory committees; Sellas: Membership on an entity's Board of Directors or advisory committees; Schrodinger: Membership on an entity's Board of Directors or advisory committees; Rigel: Membership on an entity's Board of Directors or advisory committees; Qiagen: Membership on an entity's Board of Directors or advisory committees; Mana: Membership on an entity's Board of Directors or advisory committees; J&J: Membership on an entity's Board of Directors or advisory committees; Janssen: Membership on an entity's Board of Directors or advisory committees; Immunogen: Membership on an entity's Board of Directors or advisory committees; GlaxoSmithKline: Membership on an entity's Board of Directors or advisory committees; Daiichi Sankyo: Membership on an entity's Board of Directors or advisory committees; CTI Biopharma: Membership on an entity's Board of Directors or advisory committees; Blueprint: Membership on an entity's Board of Directors or advisory committees; Amgen: Membership on an entity's Board of Directors or advisory committees; UptoDate: Other: Section Editor; Dava Oncology: Speakers Bureau; Jazz: Consultancy, Membership on an entity's Board of Directors or advisory committees; PharmaEssentia: Consultancy, Membership on an entity's Board of Directors or advisory committees; NuProbe: Consultancy, Membership on an entity's Board of Directors or advisory committees; Takeda: Consultancy, Membership on an entity's Board of Directors or advisory committees; Pfizer: Consultancy, Membership on an entity's Board of Directors or advisory committees, Speakers Bureau; Astellas: Consultancy, Speakers Bureau; Novartis: Consultancy, Membership on an entity's Board of Directors or advisory committees, Speakers Bureau; Kura: Speakers Bureau; Kite: Consultancy, Membership on an entity's Board of Directors or advisory committees, Speakers Bureau; GSK: Consultancy, Membership on an entity's Board of Directors or advisory committees; Gilead: Consultancy, Membership on an entity's Board of Directors or advisory committees, Other: Data Safety Monitoring Committee, Award Committee, Research Funding; BMS: Consultancy, Membership on an entity's Board of Directors or advisory committees; Abbvie: Consultancy, Membership on an entity's Board of Directors or advisory committees, Other: Data Safety Monitoring Committee, Research Funding, Speakers Bureau. Eisfeld: AstraZeneca US: Membership on an entity's Board of Directors or advisory committees; OncLive: Honoraria; Dava Oncology: Honoraria; Karyopharm Therapeutics: Other: Spouse employment; VJ HemeOnc: Honoraria; GTC: Honoraria.

*signifies non-member of ASH