Evidence map›Paper›PMID 38958467›Full record

ArticleBlood2024

Molecular taxonomy of myelodysplastic syndromes and its clinical implications.

Elsa Bernard, Robert P Hasserjian, Peter L Greenberg, Juan E Arango Ossa, Maria Creignou, Heinz Tuechler, Jesus Gutierrez-Abril, Dylan Domenico, Juan S Medina-Martinez, Max Levine and 47 more

Abstract read
In one paragraph

Article in Blood, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 60 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
60citing papers in PubMed, 1 pooled it
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

60 citing papers in PubMed, 1 synthesis or guideline pooled it.

  1. Pooled it
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  18. DifferentCancers · 2026
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  19. The Prognostic Value of the CD8Hematology reports · 2026
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4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

57 authors.

Elsa BernardDepartment of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, NY.ORCID 0000-0002-2057-7187
Robert P HasserjianDepartment of Pathology, Massachusetts General Hospital, Boston, MA.ORCID 0000-0002-7753-0697
Peter L GreenbergDivision of Hematology, Stanford University Cancer Institute, Stanford, CA.ORCID 0000-0002-7615-9443
Juan E Arango OssaDepartment of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, NY.ORCID 0000-0003-1109-6178
Maria CreignouDepartment of Medicine Huddinge, Center for Hematology and Regenerative Medicine, Karolinska Institutet, Karolinska University Hospital, Stockholm, Sweden.ORCID 0000-0002-7629-0871
Heinz TuechlerIndependent Researcher, Vienna, Austria.
Jesus Gutierrez-AbrilDepartment of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, NY.ORCID 0000-0001-8863-5876
Dylan DomenicoDepartment of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, NY.
Juan S Medina-MartinezDepartment of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, NY.ORCID 0000-0001-8444-153X
Max LevineDepartment of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, NY.ORCID 0000-0001-5156-9086
Konstantinos LiosisDepartment of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, NY.
Noushin FarnoudDepartment of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, NY.ORCID 0000-0001-5355-7775
Maria SirenkoDepartment of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, NY.ORCID 0000-0001-7816-8071
Martin JäderstenDepartment of Medicine Huddinge, Center for Hematology and Regenerative Medicine, Karolinska Institutet, Karolinska University Hospital, Stockholm, Sweden.ORCID 0000-0001-5217-3235
Ulrich GermingDepartment of Hematology, Oncology, and Clinical Immunology, Heinrich Heine University, Düsseldorf, Germany.
Guillermo SanzDepartment of Hematology, Hospital Universitario y Politécnico La Fe, Valencia, Spain.ORCID 0000-0002-2767-8191
Arjan A van de LoosdrechtDepartment of Hematology, Amsterdam University Medical Center, Vrije University Medical Center, Amsterdam, The Netherlands.
Yasuhito NannyaDepartment of Pathology and Tumor Biology, Kyoto University, Kyoto, Japan.
Olivier KosmiderDepartment of Hematology, Assistance Publique-Hôpitaux de Paris, Hôpital Cochin and Université de Paris, Université Paris Descartes, Paris, France.
Matilde Y FolloDepartment of Biomedical and Neuromotor Sciences, University of Bologna, Bologna, Italy.ORCID 0000-0001-6126-0859
Felicitas TholDepartment of Hematology, Hemostasis, Oncology, and Stem Cell Transplantation, Hannover Medical School, Hannover, Germany.
Lurdes ZamoraHematology Department, Catalan Institute of Oncology, Hospital Germans Trias i Pujol, Barcelona, Spain.
Ronald F PinheiroDrug Research and Development Center, Federal University of Ceara, Ceara, Brazil.
Andrea PellagattiRadcliffe Department of Medicine, Nuffield Division of Clinical Laboratory Sciences, University of Oxford, Oxford, United KIngdom.ORCID 0000-0002-6122-0221
Harold K EliasDepartment of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY.ORCID 0000-0002-6189-4752
Detlef HaaseClinics of Hematology and Medical Oncology, University Medical Center, Göttingen, Germany.
Christina GansterClinics of Hematology and Medical Oncology, University Medical Center, Göttingen, Germany.ORCID 0000-0002-7566-5985
Lionel AdesDepartment of Hematology, Hôpital St Louis, and Paris University, Paris, France.
Magnus TobiassonDepartment of Medicine Huddinge, Center for Hematology and Regenerative Medicine, Karolinska Institutet, Karolinska University Hospital, Stockholm, Sweden.ORCID 0000-0002-3633-5852
Laura PalomoHematology Department, Catalan Institute of Oncology, Hospital Germans Trias i Pujol, Barcelona, Spain.ORCID 0000-0003-3176-6271
Matteo Giovanni Della PortaDepartment of Biomedical Sciences, Humanitas Clinical and Research Center and Humanitas University, Milan, Italy.ORCID 0000-0002-6915-5970
Pierre FenauxDepartment of Hematology, Hôpital St Louis, and Paris University, Paris, France.
Monika BelickovaDepartment of Genomics, Institute of Hematology and Blood Transfusion, Prague, Czech Republic.ORCID 0000-0002-9158-881X
Michael R SavonaDepartment of Medicine, Vanderbilt-Ingram Cancer Center, Vanderbilt University School of Medicine, Nashville, TN.ORCID 0000-0003-3763-5504
Virginia M KlimekDepartment of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY.
Fabio P S SantosOncology-Hematology Center, Hospital Israelita Albert Einstein, São Paulo, Brazil.ORCID 0000-0001-8573-9493
Jacqueline BoultwoodRadcliffe Department of Medicine, Nuffield Division of Clinical Laboratory Sciences, University of Oxford, Oxford, United KIngdom.ORCID 0000-0002-4330-2928
Ioannis KotsianidisDepartment of Hematology, University Hospital of Alexandroupolis, Democritus University of Thrace, Alexandroupolis, Greece.ORCID 0000-0001-7668-0186
Valeria SantiniMyelodysplastic Syndromes Unit, Department of Experimental and Clinical Medicine, Hematology, Azienda Ospedaliero Universitaria Careggi, University of Florence, Florence, Italy.ORCID 0000-0002-5439-2172
Francesc SoléMyelodysplastic Syndromes Group, Josep Carreras Leukemia Research Institute, Barcelona, Spain.ORCID 0000-0002-3251-2161
Uwe PlatzbeckerMedical Clinic and Policlinic 1, Hematology and Cellular Therapy, University of Leipzig, Leipzig, Germany.ORCID 0000-0003-1863-3239
Michael HeuserDepartment of Hematology, Hemostasis, Oncology, and Stem Cell Transplantation, Hannover Medical School, Hannover, Germany.ORCID 0000-0001-5318-9044
Peter ValentDivision of Hematology and Hemostaseology, Department of Internal Medicine I, Medical University of Vienna, Vienna, Austria.ORCID 0000-0003-0456-5095
Carlo FinelliInstitute of Hematology Seràgnoli, Istituti di Ricovero e Cura a Carattere Scientifico Azienda Ospedaliero-Universitaria di Bologna, Bologna, Italy.ORCID 0000-0001-9372-1197
Maria Teresa VosoMyelodysplastic Syndromes Cooperative Group Gruppo Laziale Mielo-displasie (GROM-L), Department of Biomedicine and Prevention, Tor Vergata University, Rome, Italy.ORCID 0000-0002-6164-4761
Lee-Yung ShihDivision of Hematology, Chang Gung Memorial Hospital at Linkou, Chang Gung University, Taoyuan City, Taiwan.ORCID 0000-0003-1866-7922
Michaela FontenayDepartment of Hematology, Assistance Publique-Hôpitaux de Paris, Hôpital Cochin and Université de Paris, Université Paris Descartes, Paris, France.ORCID 0000-0002-5492-6349
Joop H JansenLaboratory of Hematology, Department of Laboratory Medicine, Radboud University Medical Centre, Nijmegen, The Netherlands.
José CerveraDepartment of Hematology and Genetics Unit, University Hospital La Fe, Valencia, Spain.
Norbert GattermannDepartment of Hematology, Oncology, and Clinical Immunology, Heinrich Heine University, Düsseldorf, Germany.
Benjamin L EbertDepartment of Medical Oncology and Howard Hughes Medical Institute, Dana-Farber Cancer Center, Boston, MA.ORCID 0000-0003-0197-5451
Rafael BejarUniversity of California San Diego Moores Cancer Center, La Jolla, CA.ORCID 0000-0002-5603-4598
Luca MalcovatiDepartment of Hematology Oncology, Fondazione Istituto di Ricovero e Cura a Carattere Scientifico Policlinico San Matteo, Pavia, Italy.ORCID 0000-0002-1460-1611
Seishi OgawaDepartment of Pathology and Tumor Biology, Kyoto University, Kyoto, Japan.
Mario CazzolaDepartment of Hematology Oncology, Fondazione Istituto di Ricovero e Cura a Carattere Scientifico Policlinico San Matteo, Pavia, Italy.
Eva Hellström-LindbergDepartment of Medicine Huddinge, Center for Hematology and Regenerative Medicine, Karolinska Institutet, Karolinska University Hospital, Stockholm, Sweden.
Elli PapaemmanuilDepartment of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, NY.ORCID 0000-0003-1709-8983

Funding

X-RAY CRYSTALLOGRAPHYP30CA008748 · NCI · SLOAN-KETTERING INSTITUTE FOR CANCER RES · PI Hongbiao Carl Lekaye · 1985 to 2026
$347.4M
The Memorial Sloan Kettering Cancer Center SPORE in LeukemiaP50CA254838 · NCI · SLOAN-KETTERING INST CAN RESEARCH · PI Eytan Stein · 2021 to 2026
$16.8M
NCI NIH HHS P30 CA008748NCI NIH HHS P50 CA254838
6 · The paper itself

Abstract

abstractMyelodysplastic syndromes (MDS) are clonal hematologic disorders characterized by morphologic abnormalities of myeloid cells and peripheral cytopenias. Although genetic abnormalities underlie the pathogenesis of these disorders and their heterogeneity, current classifications of MDS rely predominantly on morphology. We performed genomic profiling of 3233 patients with MDS or related disorders to delineate molecular subtypes and define their clinical implications. Gene mutations, copy-number alterations, and copy-neutral loss of heterozygosity 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 loss of heterozygosity 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 (BM) blast percentage across groups ranged from 1.5% to 10%, and the median overall survival ranged 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 BM blasts depended on the genetic subtypes. Within genetic subgroups, therapy-related MDS and myelodysplastic/myeloproliferative neoplasms had comparable clinical and outcome profiles to primary MDS. In conclusion, genetically-derived subgroups of MDS are clinically relevant and might inform future classification schemas and translational therapeutic research.

Indexed as

Myelodysplastic SyndromesAdultAgedAged, 80 and overDNA Copy Number VariationsFemaleHumansLoss of HeterozygosityMaleMiddle AgedMutationPrognosis

Identifiers

PMID38958467
PMCPMC11487646

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.