Molecular Taxonomy of Myelodysplastic Syndromes and its Clinical Implications.
Elsa BernardRobert P HasserjianPeter L GreenbergJuan Esteban Arango OssaMaria CreignouHeinz TuechlerJesús Gutiérrez-AbrilDylan DomenicoJuan Santiago Medina-MartinezMax Fine LevineKonstantinos LiosisNoushin FarnoudMaria SirenkoMartin JäderstenUlrich GermingGuillermo F SanzArjan A Van de LoosdrechtYasuhito NannyaOlivier KosmiderMatilde Y FolloFelicitas R TholLurdes ZamoraRonald Feitosa PinheiroAndrea PellagattiHarold Kunal EliasDetlef Thomas HaaseChristina GansterLionel AdesMagnus TobiassonLaura PalomoMatteo Giovanni Della PortaPierre FenauxMonika BelickovaMichael R SavonaVirginia KlimekFabio Pires de Souza SantosJacqueline BoultwoodIoannis KotsianidisValeria SantiniFrancisco SoléUwe PlatzbeckerMichael HeuserPeter ValentCarlo FinelliMaria Teresa Teresa VosoLee-Yung ShihMichaela FontenayJoop H JansenJosé CerveraNorbert GattermannBenjamin L EbertRafael BejarLuca MalcovatiSeishi OgawaMario CazzolaEva S Hellstrom-LindbergElli PapaemmanuilPublished in: Blood (2024)
Myelodysplastic syndromes/neoplasms (MDS) are clonal hematologic disorders characterized by morphologic abnormalities of myeloid cells and peripheral cytopenias. While genetic abnormalities underlie the pathogenesis of these disorders and their heterogeneity, current classifications of MDS rely predominantly on morphology. We performed genomic profiling of 3,233 patients with MDS or related disorders to delineate molecular subtypes and define their clinical implications. Gene mutations, copy-number alterations (CNAs), and copy-neutral loss of heterozygosity (cnLOH) were derived from targeted sequencing of a 152-gene panel, with abnormalities identified in 91, 43, and 11% of patients, respectively. We characterized 16 molecular groups, encompassing 86% of patients, using information from 21 genes, 6 cytogenetic events, and LOH at the TP53 and TET2 loci. Two residual groups defined by negative findings (molecularly not-otherwise specified, absence of recurrent drivers) comprised 14% of patients. The groups varied in size from 0.5% to 14% of patients and were associated with distinct clinical phenotypes and outcomes. The median bone marrow blast percentage across groups ranged from 1.5 to 10%, and the median overall survival from 0.9 to 8.2 years. We validated 5 well-characterized entities, added further evidence to support 3 previously reported subsets, and described 8 novel groups. The prognostic influence of bone marrow blasts depended on the genetic subtypes. Within genetic subgroups, therapy-related MDS and myelodysplastic/myeloproliferative neoplasms (MDS/MPN) had comparable clinical and outcome profiles to primary MDS. In conclusion, genetically-derived subgroups of MDS are clinically relevant and may inform future classification schemas and translational therapeutic research.
Keyphrases
- copy number
- bone marrow
- ejection fraction
- newly diagnosed
- genome wide
- prognostic factors
- healthcare
- machine learning
- type diabetes
- acute myeloid leukemia
- gene expression
- oxidative stress
- induced apoptosis
- patient reported outcomes
- cell proliferation
- deep learning
- smoking cessation
- skeletal muscle
- insulin resistance
- dendritic cells
- single molecule
- weight loss
- transcription factor
- endoplasmic reticulum stress
- african american
- glycemic control