A New Immunostain Algorithm Classifies Diffuse Large B-Cell Lymphoma into Molecular Subtypes with High Accuracy

Purpose: Hans and coworkers previously developed an immunohistochemical algorithm with ∼80% concordance with the gene expression profiling (GEP) classification of diffuse large B-cell lymphoma (DLBCL) into the germinal center B-cell–like (GCB) and activated B-cell–like (ABC) subtypes. Since then, new antibodies specific to germinal center B-cells have been developed, which might improve the performance of an immunostain algorithm. Experimental Design: We studied 84 cases of cyclophosphamide-doxorubicin-vincristine-prednisone (CHOP)–treated DLBCL (47 GCB, 37 ABC) with GCET1, CD10, BCL6, MUM1, FOXP1, BCL2, MTA3, and cyclin D2 immunostains, and compared different combinations of the immunostaining results with the GEP classification. A perturbation analysis was also applied to eliminate the possible effects of interobserver or intraobserver variations. A separate set of 63 DLBCL cases treated with rituximab plus CHOP (37 GCB, 26 ABC) was used to validate the new algorithm. Results: A new algorithm using GCET1, CD10, BCL6, MUM1, and FOXP1 was derived that closely approximated the GEP classification with 93% concordance. Perturbation analysis indicated that the algorithm was robust within the range of observer variance. The new algorithm predicted 3-year overall survival of the validation set [GCB (87%) versus ABC (44%); P < 0.001], simulating the predictive power of the GEP classification. For a group of seven primary mediastinal large B-cell lymphoma, the new algorithm is a better prognostic classifier (all “GCB”) than the Hans' algorithm (two GCB, five non-GCB). Conclusion: Our new algorithm is significantly more accurate than the Hans' algorithm and will facilitate risk stratification of DLBCL patients and future DLBCL research using archival materials. (Clin Cancer Res 2009;15(17):5494–502)

[1]  I. Lossos,et al.  The oncoprotein LMO2 is expressed in normal germinal-center B cells and in human B-cell lymphomas. , 2007, Blood.

[2]  A. Rosenwald,et al.  Potentially oncogenic B-cell activation-induced smaller isoforms of FOXP1 are highly expressed in the activated B cell-like subtype of DLBCL. , 2008, Blood.

[3]  R. Rosenquist,et al.  Evaluation of immunophenotype in diffuse large B-cell lymphoma and its impact on prognosis , 2005, Modern Pathology.

[4]  M. Møller,et al.  Profiling of diffuse large B‐cell lymphoma by immunohistochemistry: identification of prognostic subgroups , 2007, European journal of haematology.

[5]  G. Saglio,et al.  Molecular pathogenesis of diffuse large B-cell lymphoma , 2009 .

[6]  W. Chan,et al.  Gcet1 (centerin), a highly restricted marker for a subset of germinal center-derived lymphomas. , 2008, Blood.

[7]  L. Staudt,et al.  Confirmation of the molecular classification of diffuse large B-cell lymphoma by immunohistochemistry using a tissue microarray. , 2004, Blood.

[8]  W. Chan,et al.  Addition of rituximab to standard chemotherapy improves the survival of both the germinal center B-cell-like and non-germinal center B-cell-like subtypes of diffuse large B-cell lymphoma. , 2008, Journal of clinical oncology : official journal of the American Society of Clinical Oncology.

[9]  C J L M Meijer,et al.  Immunohistochemical profiling based on Bcl‐2, CD10 and MUM1 expression improves risk stratification in patients with primary nodal diffuse large B cell lymphoma , 2006, The Journal of pathology.

[10]  L. Staudt,et al.  The use of molecular profiling to predict survival after chemotherapy for diffuse large-B-cell lymphoma. , 2002, The New England journal of medicine.

[11]  S. Barrans,et al.  Strong expression of FOXP1 identifies a distinct subset of diffuse large B-cell lymphoma (DLBCL) patients with poor outcome. , 2004, Blood.

[12]  L. Rimsza,et al.  Immunohistochemical classification of de novo, transformed, and relapsed diffuse large B-cell lymphoma into germinal center B-cell and nongerminal center B-cell subtypes correlates with gene expression profile and patient survival. , 2006, Archives of pathology & laboratory medicine.

[13]  Carlos S. Moreno,et al.  MTA3, a Mi-2/NuRD Complex Subunit, Regulates an Invasive Growth Pathway in Breast Cancer , 2003, Cell.

[14]  T. Molina,et al.  Germinal Center Phenotype Determined by Immunohistochemistry on Tissue Microarray Does Not Correlate with Outcome in Diffuse Large B-Cell Lymphoma Patients Treated with Immunochemotherapy in the Randomized Trial LNH98-5. A GELA Study. , 2007 .

[15]  L. Staudt,et al.  Stromal gene signatures in large-B-cell lymphomas. , 2008, The New England journal of medicine.

[16]  R. Gascoyne,et al.  Expression of the FOXP1 transcription factor is strongly associated with inferior survival in patients with diffuse large B-cell lymphoma. , 2003, Clinical cancer research : an official journal of the American Association for Cancer Research.

[17]  P. Gaulard,et al.  Primary mediastinal B-cell lymphoma: high frequency of BCL-6 mutations and consistent expression of the transcription factors OCT-2, BOB.1, and PU.1 in the absence of immunoglobulins. , 2003, The American journal of pathology.

[18]  Chung-Che Chang,et al.  Immunohistochemical Expression Patterns of Germinal Center and Activation B-cell Markers Correlate With Prognosis in Diffuse Large B-cell Lymphoma , 2004, The American journal of surgical pathology.

[19]  Robert Tibshirani,et al.  HGAL is a novel interleukin-4-inducible gene that strongly predicts survival in diffuse large B-cell lymphoma. , 2003, Blood.

[20]  C Fidler,et al.  The FOXP1 winged helix transcription factor is a novel candidate tumor suppressor gene on chromosome 3p. , 2001, Cancer research.

[21]  Andrew Lister,et al.  Immunohistochemical prognostic markers in diffuse large B-cell lymphoma: validation of tissue microarray as a prerequisite for broad clinical applications--a study from the Lunenburg Lymphoma Biomarker Consortium. , 2007, Journal of clinical oncology : official journal of the American Society of Clinical Oncology.

[22]  D. Macdonald,et al.  Absence of cyclin‐D2 and Bcl‐2 expression within the germinal centre type of diffuse large B‐cell lymphoma identifies a very good prognostic subgroup of patients , 2007, Histopathology.

[23]  E. Kaplan,et al.  Nonparametric Estimation from Incomplete Observations , 1958 .

[24]  Emili Montserrat,et al.  Clinical impact of the differentiation profile assessed by immunophenotyping in patients with diffuse large B-cell lymphoma. , 2003, Blood.

[25]  E. Schuuring,et al.  Prognostic impact of germinal center-associated proteins and chromosomal breakpoints in poor-risk diffuse large B-cell lymphoma. , 2006, Journal of clinical oncology : official journal of the American Society of Clinical Oncology.

[26]  K. Amara,et al.  Presence of simian virus 40 in diffuse large B-cell lymphomas in Tunisia correlates with germinal center B-cell immunophenotype, t(14;18) translocation, and P53 accumulation , 2008, Modern Pathology.

[27]  Adrian Wiestner,et al.  A gene expression-based method to diagnose clinically distinct subgroups of diffuse large B cell lymphoma , 2003, Proceedings of the National Academy of Sciences of the United States of America.

[28]  Ramón Bosch,et al.  Building an outcome predictor model for diffuse large B-cell lymphoma. , 2004, The American journal of pathology.

[29]  N. Harris,et al.  Expression of bcl-6 and CD10 in Primary Mediastinal Large B-Cell Lymphoma: Evidence for Derivation From Germinal Center B Cells? , 2001, The American journal of surgical pathology.

[30]  T. Golub,et al.  The molecular signature of mediastinal large B-cell lymphoma differs from that of other diffuse large B-cell lymphomas and shares features with classical Hodgkin lymphoma. , 2003, Blood.

[31]  J. D. Capra,et al.  Identification of centerin: a novel human germinal center B cell‐restricted serpin , 2000, European journal of immunology.

[32]  Ash A. Alizadeh,et al.  Distinct types of diffuse large B-cell lymphoma identified by gene expression profiling , 2000, Nature.

[33]  Carl Blomqvist,et al.  Prognostic impact of immunohistochemically defined germinal center phenotype in diffuse large B-cell lymphoma patients treated with immunochemotherapy. , 2007, Blood.

[34]  U. Martens,et al.  Immunophenotype as prognostic factor for diffuse large B-cell lymphoma in patients undergoing clinical risk-adapted therapy. , 2007, Annals of oncology : official journal of the European Society for Medical Oncology.

[35]  M. Calaminici,et al.  CD23 expression in mediastinal large B‐cell lymphomas , 2004, Histopathology.

[36]  P. de Paepe,et al.  Large cleaved and immunoblastic lymphoma may represent two distinct clinicopathologic entities within the group of diffuse large B-cell lymphomas. , 2005, Journal of clinical oncology : official journal of the American Society of Clinical Oncology.

[37]  R. Gascoyne,et al.  Expression of TRAF1 and Nuclear c-Rel Distinguishes Primary Mediastinal Large Cell Lymphoma From Other Types of Diffuse Large B-cell Lymphoma , 2007, The American journal of surgical pathology.

[38]  L. Staudt,et al.  Molecular Diagnosis of Primary Mediastinal B Cell Lymphoma Identifies a Clinically Favorable Subgroup of Diffuse Large B Cell Lymphoma Related to Hodgkin Lymphoma , 2003, The Journal of experimental medicine.

[39]  S. Barrans,et al.  Germinal center phenotype and bcl-2 expression combined with the International Prognostic Index improves patient risk stratification in diffuse large B-cell lymphoma. , 2002, Blood.

[40]  Weiguo Shu,et al.  Characterization of a New Subfamily of Winged-helix/Forkhead (Fox) Genes That Are Expressed in the Lung and Act as Transcriptional Repressors* , 2001, The Journal of Biological Chemistry.

[41]  C. Copie-Bergman,et al.  Respective prognostic values of germinal center phenotype and early (18)fluorodeoxyglucose-positron emission tomography scanning in previously untreated patients with diffuse large B-cell lymphoma. , 2007, Haematologica.

[42]  Emili Montserrat,et al.  A predictive model for aggressive non-Hodgkin's lymphoma. , 1993, The New England journal of medicine.

[43]  H Stein,et al.  A monoclonal antibody (MUM1p) detects expression of the MUM1/IRF4 protein in a subset of germinal center B cells, plasma cells, and activated T cells. , 2000, Blood.

[44]  L. Staudt,et al.  Two newly characterized germinal center B-cell-associated genes, GCET1 and GCET2, have differential expression in normal and neoplastic B cells. , 2003, The American journal of pathology.

[45]  Robert Tibshirani,et al.  LMO2 protein expression predicts survival in patients with diffuse large B-cell lymphoma treated with anthracycline-based chemotherapy with and without rituximab. , 2008, Journal of clinical oncology : official journal of the American Society of Clinical Oncology.