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Molecular characterization of Richter syndrome identifies de novo diffuse large B-cell lymphomas with poor prognosis
- Source :
- Nature Communications, Nature Communications, 2023, 14, pp.309. ⟨10.1038/s41467-022-34642-6⟩
- Publication Year :
- 2023
-
Abstract
- Richter syndrome (RS) is the transformation of chronic lymphocytic leukemia (CLL) into aggressive lymphoma, most commonly diffuse large B-cell lymphoma (DLBCL). We characterize 58 primary human RS samples by genome-wide DNA methylation and whole-transcriptome profiling. Our comprehensive approach determines RS DNA methylation profile and unravels a CLL epigenetic imprint, allowing CLL-RS clonal relationship assessment without the need of the initial CLL tumor DNA. DNA methylation- and transcriptomic-based classifiers were developed, and testing on landmark DLBCL datasets identifies a poor-prognosis, activated B-cell-like DLBCL subset in 111/1772 samples. The classification robustly identifies phenotypes very similar to RS with a specific genomic profile, accounting for 4.3-8.3% of de novo DLBCLs. In this work, RS multi-omics characterization determines oncogenic mechanisms, establishes a surrogate marker for CLL-RS clonal relationship, and provides a clinically relevant classifier for a subset of primary “RS-type DLBCL” with unfavorable prognosis.<br />publishedVersion
- Subjects :
- [SDV.MHEP.HEM] Life Sciences [q-bio]/Human health and pathology/Hematology
Epigenomics
Chronic lymphocytic leukaemia
Lymphoma, B-Cell
B-Zell-Lymphom
biostatistics
General Physics and Astronomy
[SDV.CAN]Life Sciences [q-bio]/Cancer
[SDV.GEN] Life Sciences [q-bio]/Genetics
General Biochemistry, Genetics and Molecular Biology
integrative genomics
DDC 570 / Life sciences
[SDV.CAN] Life Sciences [q-bio]/Cancer
[SDV.BBM.GTP]Life Sciences [q-bio]/Biochemistry, Molecular Biology/Genomics [q-bio.GN]
ddc:570
ddc:610
Transcriptomics
Epigenetik
[SDV.GEN]Life Sciences [q-bio]/Genetics
[SDV.BIBS] Life Sciences [q-bio]/Quantitative Methods [q-bio.QM]
Multidisciplinary
B-cell lymphoma
Gene Expression Profiling
Computational Biology
classifiers
[SDV.MHEP.HEM]Life Sciences [q-bio]/Human health and pathology/Hematology
bioinformatics
General Chemistry
[SDV.BIBS]Life Sciences [q-bio]/Quantitative Methods [q-bio.QM]
Computational biology and bioinformatics
DLBCL
[SDV.BBM.GTP] Life Sciences [q-bio]/Biochemistry, Molecular Biology/Genomics [q-bio.GN]
Chronic lymphocytic leukemia
Epigenetics
Richter syndrome
DDC 610 / Medicine & health
CLL
Subjects
Details
- Language :
- English
- ISSN :
- 20411723
- Database :
- OpenAIRE
- Journal :
- Nature Communications, Nature Communications, 2023, 14, pp.309. ⟨10.1038/s41467-022-34642-6⟩
- Accession number :
- edsair.doi.dedup.....06bd19ce6de0ec4b9a104eda7628f8f3
- Full Text :
- https://doi.org/10.1038/s41467-022-34642-6⟩