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PMID: 20610814 Published · ppublish English Journal Article Research Support, N.I.H., Extramural Research Support, Non-U.S. Gov't

DNA methylation signatures define molecular subtypes of diffuse large B-cell lymphoma.

Blood ·Vol. 116 ·No. 20 ·2010-11-18 ·Pages e81-9

Shaknovich R, Geng H, Johnson NA, Tsikitas L, Cerchietti L, Greally JM, Gascoyne RD, Elemento O, Melnick A

Abstract

Expression profiling has shown 2 main and clinically distinct subtypes of diffuse large B-cell lymphomas (DLBCLs): germinal-center B cell-like (GCB) and activated B cell-like (ABC) DLBCLs. Further work has shown that these subtypes are partially characterized by distinct genetic alterations and different survival. Here, we show with the use of an assay that measures DNA methylation levels of 50,000 CpG motifs distributed among more than 14,000 promoters that these 2 DLBCL subtypes are also characterized by distinct epigenetic profiles. DNA methylation and gene expression profiling were performed on a cohort of 69 patients with DLBCL. After assigning ABC or GCB labels with a Bayesian expression classifier trained on an independent dataset, a supervised analysis identified 311 differentially methylated probe sets (263 unique genes) between ABC and GCB DLBCLs. Integrated analysis of methylation and gene expression showed a core tumor necrosis factor-α signaling pathway as the principal differentially perturbed gene network. Sixteen genes overlapped between the core ABC/GCB methylation and expression signatures and encoded important proteins such as IKZF1. This reduced gene set was an accurate predictor of ABC and GCB subtypes. Collectively, the data suggest that epigenetic patterning contributes to the ABC and GCB DLBCL phenotypes and could serve as useful biomarker.

MeSH Terms
DNA Methylation/genetics Epigenesis, Genetic Gene Expression Profiling Gene Expression Regulation, Neoplastic Gene Regulatory Networks/genetics Genes, Neoplasm/genetics Humans Lymphoma, Large B-Cell, Diffuse/classification,genetics Signal Transduction/genetics Tumor Necrosis Factor-alpha/genetics
Chemicals
Tumor Necrosis Factor-alpha
Authors & Affiliations
9 authors, click to expand affiliations / ORCID
Shaknovich Rita
Division of Hematology/Oncology, Department of Medicine, Weill Cornell Medical College, New York, NY, USA.
Geng Huimin
Johnson Nathalie A
Tsikitas Lucas
Cerchietti Leandro
Greally John M
Gascoyne Randy D
Elemento Olivier
Melnick Ari
References (49)
49 references, click to expand
  1. A universal framework for regulatory element discovery across all genomes and data types.
    Mol Cell. 2007 Oct 26;28(2):337-50 PMID: 17964271
  2. Small molecule inhibitors of IkappaB kinase are selectively toxic for subgroups of diffuse large B-cell lymphoma defined by gene expression profiling.
    Clin Cancer Res. 2005 Jan 1;11(1):28-40 PMID: 15671525
  3. TNF-alpha stimulates caspase-3 activation and apoptotic cell death in primary septo-hippocampal cultures.
    J Neurosci Res. 2001 Apr 15;64(2):121-31 PMID: 11288141
  4. Acute lymphoblastic leukemia--on the wings of IKAROS.
    N Engl J Med. 2009 Jan 29;360(5):524-6 PMID: 19131438
  5. Molecular subtypes of diffuse large B-cell lymphoma arise by distinct genetic pathways.
    Proc Natl Acad Sci U S A. 2008 Sep 9;105(36):13520-5 PMID: 18765795
  6. Distinctive patterns of BCL6 molecular alterations and their functional consequences in different subgroups of diffuse large B-cell lymphoma.
    Leukemia. 2007 Nov;21(11):2332-43 PMID: 17625604
  7. A library of gene expression signatures to illuminate normal and pathological lymphoid biology.
    Immunol Rev. 2006 Apr;210:67-85 PMID: 16623765
  8. Tumor necrosis factor (TNF) and lymphotoxin-alpha (LTA) polymorphisms and risk of non-Hodgkin lymphoma in the InterLymph Consortium.
    Am J Epidemiol. 2010 Feb 1;171(3):267-76 PMID: 20047977
  9. Sp1 binding is inhibited by (m)Cp(m)CpG methylation.
    Gene. 1997 Aug 11;195(1):67-71 PMID: 9300822
  10. An analytical pipeline for genomic representations used for cytosine methylation studies.
    Bioinformatics. 2008 May 1;24(9):1161-7 PMID: 18353789
  11. Correlations between BCL6 rearrangement and outcome in patients with diffuse large B-cell lymphoma treated with CHOP or R-CHOP.
    Haematologica. 2010 Jan;95(1):96-101 PMID: 19797725
  12. Differential DNA methylation patterns of small B-cell lymphoma subclasses with different clinical behavior.
    Leukemia. 2006 Oct;20(10):1855-62 PMID: 16900213
  13. Cytosine methylation does not affect binding of transcription factor Sp1.
    Proc Natl Acad Sci U S A. 1988 Apr;85(7):2066-70 PMID: 3281160
  14. Distinct types of diffuse large B-cell lymphoma identified by gene expression profiling.
    Nature. 2000 Feb 3;403(6769):503-11 PMID: 10676951
  15. The use of molecular profiling to predict survival after chemotherapy for diffuse large-B-cell lymphoma.
    N Engl J Med. 2002 Jun 20;346(25):1937-47 PMID: 12075054
  16. Gene expression predicts overall survival in paraffin-embedded tissues of diffuse large B-cell lymphoma treated with R-CHOP.
    Blood. 2008 Oct 15;112(8):3425-33 PMID: 18544678
  17. DNA methylation profiles in diffuse large B-cell lymphoma and their relationship to gene expression status.
    Leukemia. 2008 May;22(5):1035-43 PMID: 18288132
  18. An integrative genomic and epigenomic approach for the study of transcriptional regulation.
    PLoS One. 2008 Mar 26;3(3):e1882 PMID: 18365023
  19. Molecular profiling of diffuse large B-cell lymphoma identifies robust subtypes including one characterized by host inflammatory response.
    Blood. 2005 Mar 1;105(5):1851-61 PMID: 15550490
  20. Plasma TNF-alpha and IL-10 level-based prognostic model predicts outcome of patients with diffuse large B-Cell lymphoma in different risk groups defined by the International Prognostic Index.
    Arch Immunol Ther Exp (Warsz). 2010 Apr;58(2):131-41 PMID: 20191326
  21. TNF-alpha as an autocrine mediator and its role in the activation of Schwann cells.
    Neurochem Res. 2008 Jun;33(6):1077-84 PMID: 18205044
  22. Constitutive nuclear factor kappaB activity is required for survival of activated B cell-like diffuse large B cell lymphoma cells.
    J Exp Med. 2001 Dec 17;194(12):1861-74 PMID: 11748286
  23. Feed-forward signaling of TNF-alpha and NF-kappaB via IKK-beta pathway contributes to insulin resistance and coronary arteriolar dysfunction in type 2 diabetic mice.
    Am J Physiol Heart Circ Physiol. 2009 Jun;296(6):H1850-8 PMID: 19363130
  24. DNA methylation of cancer genome.
    Birth Defects Res C Embryo Today. 2009 Dec;87(4):335-50 PMID: 19960550
  25. Stromal gene signatures in large-B-cell lymphomas.
    N Engl J Med. 2008 Nov 27;359(22):2313-23 PMID: 19038878
  26. HELP (HpaII tiny fragment enrichment by ligation-mediated PCR) assay for DNA methylation profiling of primary normal and malignant B lymphocytes.
    Methods Mol Biol. 2010;632:191-201 PMID: 20217579
  27. A comprehensive genetic and histopathologic analysis identifies two subgroups of B-cell malignancies carrying a t(14;19)(q32;q13) or variant BCL3-translocation.
    Leukemia. 2007 Jul;21(7):1532-44 PMID: 17495977
  28. Haematopoietic cell-fate decisions, chromatin regulation and ikaros.
    Nat Rev Immunol. 2002 Mar;2(3):162-74 PMID: 11913067
  29. Local cytokine expression in the progression toward B cell malignancy in Sjögren's syndrome.
    J Rheumatol. 1995 Sep;22(9):1674-80 PMID: 8523344
  30. Aggressive lymphomas.
    N Engl J Med. 2010 Apr 15;362(15):1417-29 PMID: 20393178
  31. Pak protein kinases and their role in cancer.
    Cancer Metastasis Rev. 2009 Jun;28(1-2):51-63 PMID: 19165420
  32. Constitutively activated STAT3 promotes cell proliferation and survival in the activated B-cell subtype of diffuse large B-cell lymphomas.
    Blood. 2008 Feb 1;111(3):1515-23 PMID: 17951530
  33. A gene expression-based method to diagnose clinically distinct subgroups of diffuse large B cell lymphoma.
    Proc Natl Acad Sci U S A. 2003 Aug 19;100(17):9991-6 PMID: 12900505
  34. BCL2 expression is a prognostic marker for the activated B-cell-like type of diffuse large B-cell lymphoma.
    J Clin Oncol. 2006 Feb 20;24(6):961-8 PMID: 16418494
  35. Genetic variation in TNF and IL10 and risk of non-Hodgkin lymphoma: a report from the InterLymph Consortium.
    Lancet Oncol. 2006 Jan;7(1):27-38 PMID: 16389181
  36. Molecular diagnosis of Burkitt's lymphoma.
    N Engl J Med. 2006 Jun 8;354(23):2431-42 PMID: 16760443
  37. Mutations of multiple genes cause deregulation of NF-kappaB in diffuse large B-cell lymphoma.
    Nature. 2009 Jun 4;459(7247):717-21 PMID: 19412164
  38. Quantitative high-throughput analysis of DNA methylation patterns by base-specific cleavage and mass spectrometry.
    Proc Natl Acad Sci U S A. 2005 Nov 1;102(44):15785-90 PMID: 16243968
  39. Gene silencing in cancer in association with promoter hypermethylation.
    N Engl J Med. 2003 Nov 20;349(21):2042-54 PMID: 14627790
  40. The lymphochip: a specialized cDNA microarray for the genomic-scale analysis of gene expression in normal and malignant lymphocytes.
    Cold Spring Harb Symp Quant Biol. 1999;64:71-8 PMID: 11232339
  41. Diffuse large B-cell lymphoma.
    Arch Pathol Lab Med. 2008 Jan;132(1):118-24 PMID: 18181663
  42. Helicobacter pylori, T cells and cytokines: the "dangerous liaisons".
    FEMS Immunol Med Microbiol. 2005 May 1;44(2):113-9 PMID: 15866204
  43. Promoter hypermethylation of the DNA-repair gene O6-methylguanine-DNA methyltransferase and p53 mutation in diffuse large B-cell lymphoma.
    Int J Hematol. 2006 Oct;84(3):248-55 PMID: 17050200
  44. New insights into the biology and origin of mature aggressive B-cell lymphomas by combined epigenomic, genomic, and transcriptional profiling.
    Blood. 2009 Mar 12;113(11):2488-97 PMID: 19075189
  45. Serum interleukin-10 in non-Hodgkin's lymphoma: a prognostic factor.
    Blood. 1993 Oct 1;82(7):2169-74 PMID: 8400266
  46. TNFR signaling: ubiquitin-conjugated TRAFfic signals control stop-and-go for MAPK signaling complexes.
    Immunol Rev. 2009 Mar;228(1):225-40 PMID: 19290931
  47. SOX9 elevation in the prostate promotes proliferation and cooperates with PTEN loss to drive tumor formation.
    Cancer Res. 2010 Feb 1;70(3):979-87 PMID: 20103652
  48. Comparative isoschizomer profiling of cytosine methylation: the HELP assay.
    Genome Res. 2006 Aug;16(8):1046-55 PMID: 16809668
  49. Somatic mutations altering EZH2 (Tyr641) in follicular and diffuse large B-cell lymphomas of germinal-center origin.
    Nat Genet. 2010 Feb;42(2):181-5 PMID: 20081860
Article Info
Journal
Blood
Abbr.
Blood
ISSN
1528-0020
Published
2010-11-18
Epub
2010-00-07
Pages
e81-9
Language
English
Region
United States
NLM ID
7603509
PMCID
PMC2993635
Subset
IM
Grants
NCI NIH HHS · K08 CA127353 · United States
CIHR · Canada
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