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Komrokji RS, Lanino L, Ball S, Bewersdorf JP, Marchetti M, Maggioni G, Travaglino E, Al Ali NH, Fenaux P, Platzbecker U, Santini V, Diez-Campelo M, Singh A, Jain AG, Aguirre LE, Tinsley-Vance SM, Schwabkey ZI, Chan O, Xie Z, Brunner AM, Kuykendall AT, Bennett JM, Buckstein R, Bejar R, Carraway HE, DeZern AE, Griffiths EA, Halene S, Hasserjian RP, Lancet J, List AF, Loghavi S, Odenike O, Padron E, Patnaik MM, Roboz GJ, Stahl M, Sekeres MA, Steensma DP, Savona MR, Taylor J, Xu ML, Sweet K, Sallman DA, Nimer SD, Hourigan CS, Wei AH, Sauta E, D'Amico S, Asti G, Castellani G, Delleani M, Campagna A, Borate UM, Sanz G, Efficace F, Gore SD, Kim TK, Daver N, Garcia-Manero G, Rozman M, Orfao A, Wang SA, Foucar MK, Germing U, Haferlach T, Scheinberg P, Miyazaki Y, Iastrebner M, Kulasekararaj A, Cluzeau T, Kordasti S, van de Loosdrecht AA, Ades L, Zeidan AM, Della Porta MG. Data-driven, harmonised classification system for myelodysplastic syndromes: a consensus paper from the International Consortium for Myelodysplastic Syndromes. Lancet Haematol 2024; 11:e862-e872. [PMID: 39393368 DOI: 10.1016/s2352-3026(24)00251-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/20/2024] [Revised: 07/15/2024] [Accepted: 08/02/2024] [Indexed: 10/13/2024]
Abstract
The WHO and International Consensus Classification 2022 classifications of myelodysplastic syndromes enhance diagnostic precision and refine decision-making processes in these diseases. However, some discrepancies still exist and potentially cause inconsistency in their adoption in a clinical setting. We adopted a data-driven approach to provide a harmonisation between these two classification systems. We investigated the importance of genomic features and their effect on the cluster assignment process to define harmonised entity labels. A panel of expert haematologists, haematopathologists, and data scientists who are members of the International Consortium for Myelodysplastic Syndromes was formed and a modified Delphi consensus process was adopted to harmonise morphologically defined categories without a distinct genomic profile. The panel held regular online meetings and participated in a two-round survey using an online voting tool. We identified nine clusters with distinct genomic features. The cluster of highest hierarchical importance was characterised by biallelic TP53 inactivation. Cluster assignment was irrespective of blast count. Individuals with monoallelic TP53 inactivation were assigned to other clusters. Hierarchically, the second most important group included myelodysplastic syndromes with del(5q). Isolated del(5q) and less than 5% of blast cells in the bone marrow were the most relevant label-defining features. The third most important cluster included myelodysplastic syndromes with mutated SF3B1. The absence of isolated del(5q), del(7q)/-7, abn3q26.2, complex karyotype, RUNX1 mutations, or biallelic TP53 were the basis for a harmonised label of this category. Morphologically defined myelodysplastic syndrome entities showed large genomic heterogeneity that was not efficiently captured by single-lineage versus multilineage dysplasia, marrow blasts, hypocellularity, or fibrosis. We investigated the biological continuum between myelodysplastic syndromes with more than 10% bone marrow blasts and acute myeloid leukaemia, and found only a partial overlap in genetic features. After the survey, myelodysplastic syndromes with low blasts (ie, less than 5%) and myelodysplastic syndromes with increased blasts (ie, 5% or more) were recognised as disease entities. Our data-driven approach can efficiently harmonise current classifications of myelodysplastic syndromes and provide a reference for patient management in a real-world setting.
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Affiliation(s)
- Rami S Komrokji
- Department of Malignant Hematology, H Lee Moffitt Cancer Center and Research Institute, Tampa, FL, USA
| | - Luca Lanino
- Center for Accelerating Leukemia/Lymphoma Research at Comprehensive Cancer Center, IRCCS Humanitas Research Hospital, Milan, Italy; Department of Biomedical Sciences, Humanitas University, Milan, Italy
| | - Somedeb Ball
- Division of Hematology and Oncology, Vanderbilt Ingram Cancer Center and Vanderbilt University School of Medicine, Nashville, TN, USA
| | - Jan P Bewersdorf
- Leukemia Service, Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Monia Marchetti
- Azienda Ospedaliera Nazionale SS Antonio e Biagio e Cesare Arrigo, Alessandria, Italy
| | - Giulia Maggioni
- Center for Accelerating Leukemia/Lymphoma Research at Comprehensive Cancer Center, IRCCS Humanitas Research Hospital, Milan, Italy; Department of Biomedical Sciences, Humanitas University, Milan, Italy
| | | | - Najla H Al Ali
- Department of Malignant Hematology, H Lee Moffitt Cancer Center and Research Institute, Tampa, FL, USA
| | - Pierre Fenaux
- Saint Louis Hospital, Paris Cité University, Paris, France
| | | | | | | | | | | | | | - Sarah M Tinsley-Vance
- Department of Malignant Hematology, H Lee Moffitt Cancer Center and Research Institute, Tampa, FL, USA
| | - Zaker I Schwabkey
- Department of Malignant Hematology, H Lee Moffitt Cancer Center and Research Institute, Tampa, FL, USA
| | - Onyee Chan
- Department of Malignant Hematology, H Lee Moffitt Cancer Center and Research Institute, Tampa, FL, USA
| | - Zhouer Xie
- Department of Malignant Hematology, H Lee Moffitt Cancer Center and Research Institute, Tampa, FL, USA
| | | | - Andrew T Kuykendall
- Department of Malignant Hematology, H Lee Moffitt Cancer Center and Research Institute, Tampa, FL, USA
| | - John M Bennett
- University of Rochester Medical Center, Rochester, NY, USA
| | - Rena Buckstein
- Odette Cancer Centre, Sunnybrook Health Sciences Centre, Toronto, ON, Canada
| | - Rafael Bejar
- University of California San Diego, San Diego, CA, USA
| | | | - Amy E DeZern
- The Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins University, Baltimore, MD, USA
| | | | - Stephanie Halene
- Hematology Section, Department of Internal Medicine, Yale School of Medicine, New Haven, CT, USA
| | | | - Jeffrey Lancet
- Department of Malignant Hematology, H Lee Moffitt Cancer Center and Research Institute, Tampa, FL, USA
| | | | - Sanam Loghavi
- Department of Hematopathology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Olatoyosi Odenike
- Leukemia Program, University of Chicago Medicine and University of Chicago Comprehensive Cancer Center, Chicago, IL, USA
| | - Eric Padron
- Department of Malignant Hematology, H Lee Moffitt Cancer Center and Research Institute, Tampa, FL, USA
| | - Mrinal M Patnaik
- Division of Hematology, Department of Internal Medicine, Mayo Clinic, Rochester, MN, USA
| | - Gail J Roboz
- New York-Presbyterian/Weill Cornell Medicine, New York, NY, USA
| | | | - Mikkael A Sekeres
- Sylvester Comprehensive Cancer Center, University of Miami, Miami, FL, USA
| | | | - Michael R Savona
- Division of Hematology and Oncology, Vanderbilt Ingram Cancer Center and Vanderbilt University School of Medicine, Nashville, TN, USA
| | - Justin Taylor
- Sylvester Comprehensive Cancer Center, University of Miami, Miami, FL, USA
| | - Mina L Xu
- Department of Pathology and Laboratory Medicine, Yale School of Medicine, New Haven, CT, USA
| | - Kendra Sweet
- Department of Malignant Hematology, H Lee Moffitt Cancer Center and Research Institute, Tampa, FL, USA
| | - David A Sallman
- Department of Malignant Hematology, H Lee Moffitt Cancer Center and Research Institute, Tampa, FL, USA
| | - Stephen D Nimer
- Sylvester Comprehensive Cancer Center, University of Miami, Miami, FL, USA
| | | | - Andrew H Wei
- Department of Haematology, Peter MacCallum Cancer Centre, Melbourne, VIC, Australia
| | - Elisabetta Sauta
- Center for Accelerating Leukemia/Lymphoma Research at Comprehensive Cancer Center, IRCCS Humanitas Research Hospital, Milan, Italy
| | - Saverio D'Amico
- Center for Accelerating Leukemia/Lymphoma Research at Comprehensive Cancer Center, IRCCS Humanitas Research Hospital, Milan, Italy; Train, Milan, Italy
| | - Gianluca Asti
- Center for Accelerating Leukemia/Lymphoma Research at Comprehensive Cancer Center, IRCCS Humanitas Research Hospital, Milan, Italy
| | - Gastone Castellani
- Department of Medical and Surgical Sciences-DIMEC, University of Bologna, Bologna, Italy
| | - Mattia Delleani
- Center for Accelerating Leukemia/Lymphoma Research at Comprehensive Cancer Center, IRCCS Humanitas Research Hospital, Milan, Italy
| | - Alessia Campagna
- Center for Accelerating Leukemia/Lymphoma Research at Comprehensive Cancer Center, IRCCS Humanitas Research Hospital, Milan, Italy
| | - Uma M Borate
- Division of Hematology, Department of Internal Medicine, The Ohio State University, Columbus, OH, USA
| | | | - Fabio Efficace
- Department of Haematology, La Fe University and Polytechnic Hospital, Valencia, Spain
| | - Steven D Gore
- Division of Cancer Prevention, National Cancer Institute, Rockville, MD, USA
| | - Tae Kon Kim
- Division of Hematology and Oncology, Vanderbilt Ingram Cancer Center and Vanderbilt University School of Medicine, Nashville, TN, USA
| | - Navel Daver
- Department of Leukemia, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | | | | | - Alberto Orfao
- Haematology Department, University Hospital Salamanca, Salamanca, Spain
| | - Sa A Wang
- Department of Hematopathology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | | | - Ulrich Germing
- Department of Haematology, Oncology, and Clinical Immunology, Heinrich Heine University, Düsseldorf, Germany
| | | | | | - Yasushi Miyazaki
- Atomic Bomb Disease Institute, Nagasaki University, Nagasaki, Japan
| | | | - Austin Kulasekararaj
- King's College Hospital NHS Foundation Trust, NIHR/Wellcome King's Clinical Research Facility, London, UK
| | | | - Shahram Kordasti
- Comprehensive Cancer Centre, School of Cancer and Pharmaceutical Sciences, King's College, London, UK
| | - Arjan A van de Loosdrecht
- Department of Hematology, Amsterdam University Medical Center, VU University Medical Center-Cancer Center, Amsterdam, Netherlands
| | - Lionel Ades
- Saint Louis Hospital, Paris Cité University, Paris, France
| | - Amer M Zeidan
- Hematology Section, Department of Internal Medicine, Yale School of Medicine, New Haven, CT, USA
| | - Matteo G Della Porta
- Center for Accelerating Leukemia/Lymphoma Research at Comprehensive Cancer Center, IRCCS Humanitas Research Hospital, Milan, Italy; Department of Biomedical Sciences, Humanitas University, Milan, Italy.
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