Published 3 December 2001. doi:10.1084/jem.194.11.1639
© Rockefeller University Press, 0022-1007/2001/12/1639/ $5.00
The Journal of Experimental Medicine, Volume 194, Number 11, December 3, 2001 1639-1648
Relation of Gene Expression Phenotype to Immunoglobulin Mutation Genotype in B Cell Chronic Lymphocytic Leukemia
Andreas Rosenwald1,
Ash A. Alizadeh2,
George Widhopf5,
Richard Simon6,
R. Eric Davis1,
Xin Yu1,
Liming Yang1,
Oxana K. Pickeral1,
Laura Z. Rassenti5,
John Powell7,
David Botstein3,
John C. Byrd8,
Michael R. Grever9,
Bruce D. Cheson10,
Nicholas Chiorazzi11,
Wyndham H. Wilson12,
Thomas J. Kipps5,
Patrick O. Brown2,4 and
Louis M. Staudt1
1 Metabolism Branch, Center for Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda, MD 20892
2 Department of Biochemistry, Stanford University School of Medicine, Stanford, CA 94305
3 Department of Genetics, Stanford University School of Medicine, Stanford, CA 94305
4 The Howard Hughes Medical Institute, Stanford University School of Medicine, Stanford, CA 94305
5 University of California at San Diego, Department of Medicine, La Jolla, CA 92093
6 Biometric Research Branch, Division of Cancer Treatment and Diagnosis, National Cancer Institute, National Institutes of Health, Bethesda, MD 20892
7 Bioinformatics and Molecular Analysis Section, CBEL, CIT, National Institutes of Health, Bethesda, MD 20892
8 Department of Medicine, Walter Reed Army Medical Center, Washington, D.C. 20307
9 Department of Internal Medicine, Ohio State University, Columbus, OH 43214
10 CTEP, Division of Cancer Treatment and Diagnosis, National Cancer Institute, National Institutes of Health, Bethesda, MD 20892
11 North Shore-Long Island Jewish Research Institute, Manhasset, NY 11030
12 Medicine Branch, Division of Clinical Sciences, National Cancer Institute, National Institutes of Health, Bethesda, MD 20892
Address correspondence to Louis M. Staudt, Metabolism Branch, National Cancer Institute, Bldg. 10, Rm. 4N114, Bethesda, MD 20892. Phone: 301-402-1892; Fax: 301-496-9956; E-mail: lstaudt{at}box-l.nih.gov
The most common human leukemia is B cell chronic lymphocytic leukemia (CLL), a malignancy of mature B cells with a characteristic clinical presentation but a variable clinical course. The rearranged immunoglobulin (Ig) genes of CLL cells may be either germ-line in sequence or somatically mutated. Lack of Ig mutations defined a distinctly worse prognostic group of CLL patients raising the possibility that CLL comprises two distinct diseases. Using genomic-scale gene expression profiling, we show that CLL is characterized by a common gene expression "signature," irrespective of Ig mutational status, suggesting that CLL cases share a common mechanism of transformation and/or cell of origin. Nonetheless, the expression of hundreds of other genes correlated with the Ig mutational status, including many genes that are modulated in expression during mitogenic B cell receptor signaling. These genes were used to build a CLL subtype predictor that may help in the clinical classification of patients with this disease.
Key Words: cDNA microarrays gene expression profiling leukemia lymphocytic chronic

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(2006). Functional integrity of the p53-mediated apoptotic pathway induced by the nongenotoxic agent nutlin-3 in B-cell chronic lymphocytic leukemia (B-CLL). Blood
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(2006). ZAP-70 expression is associated with enhanced ability to respond to migratory and survival signals in B-cell chronic lymphocytic leukemia (B-CLL). Blood
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(2006). Heterogeneous Nuclear Ribonucleoprotein-A2/B1 Modulate Collagen Prolyl 4-Hydroxylase, {alpha} (I) mRNA Stability. J. Biol. Chem.
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Khan, I. H., Mendoza, S., Rhyne, P., Ziman, M., Tuscano, J., Eisinger, D., Kung, H.-J., Luciw, P. A.
(2006). Multiplex Analysis of Intracellular Signaling Pathways in Lymphoid Cells by Microbead Suspension Arrays. Mol. Cell. Proteomics
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(2006). Identification of a gene on chromosome 12q22 uniquely overexpressed in chronic lymphocytic leukemia. Blood
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Potter, K. N., Mockridge, C. I., Neville, L., Wheatley, I., Schenk, M., Orchard, J., Duncombe, A. S., Packham, G., Stevenson, F. K.
(2006). Structural and Functional Features of the B-Cell Receptor in IgG-Positive Chronic Lymphocytic Leukemia.. Clin. Cancer Res.
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Kienle, D., Benner, A., Krober, A., Winkler, D., Mertens, D., Buhler, A., Seiler, T., Jager, U., Lichter, P., Dohner, H., Stilgenbauer, S.
(2006). Distinct gene expression patterns in chronic lymphocytic leukemia defined by usage of specific VH genes. Blood
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(2006). Additional Genetic High-Risk Features Such As 11q Deletion, 17p Deletion, and V3-21 Usage Characterize Discordance of ZAP-70 and VH Mutation Status in Chronic Lymphocytic Leukemia. JCO
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Liu, T.-H., Raval, A., Chen, S.-S., Matkovic, J. J., Byrd, J. C., Plass, C.
(2006). CpG Island Methylation and Expression of the Secreted Frizzled-Related Protein Gene Family in Chronic Lymphocytic Leukemia. Cancer Res.
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Chiorazzi, N., Ferrarini, M.
(2006). Evolving View of the In-Vivo Kinetics of Chronic Lymphocytic Leukemia B Cells. ASH Education Book
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(2006). New Prognostic Markers in CLL. ASH Education Book
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(2006). ZAP-70 expression in acute lymphoblastic leukemia: association with the E2A/PBX1 rearrangement and the pre-B stage of differentiation and prognostic implications. Blood
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Castro, J. E., Prada, C. E., Loria, O., Kamal, A., Chen, L., Burrows, F. J., Kipps, T. J.
(2005). ZAP-70 is a novel conditional heat shock protein 90 (Hsp90) client: inhibition of Hsp90 leads to ZAP-70 degradation, apoptosis, and impaired signaling in chronic lymphocytic leukemia. Blood
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(2005). Splenic marginal zone lymphoma: proposal of new diagnostic and prognostic markers identified after tissue and cDNA microarray analysis. Blood
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(2005). Global approach to the diagnosis of leukemia using gene expression profiling. Blood
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(2005). The LPL/ADAM29 expression ratio is a novel prognosis indicator in chronic lymphocytic leukemia. Blood
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Petlickovski, A., Laurenti, L., Li, X., Marietti, S., Chiusolo, P., Sica, S., Leone, G., Efremov, D. G.
(2005). Sustained signaling through the B-cell receptor induces Mcl-1 and promotes survival of chronic lymphocytic leukemia B cells. Blood
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Kienle, D. L., Korz, C., Hosch, B., Benner, A., Mertens, D., Habermann, A., Krober, A., Jager, U., Lichter, P., Dohner, H., Stilgenbauer, S.
(2005). Evidence for Distinct Pathomechanisms in Genetic Subgroups of Chronic Lymphocytic Leukemia Revealed by Quantitative Expression Analysis of Cell Cycle, Activation, and Apoptosis-Associated Genes. JCO
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(2005). More ZAP for chronic lymphocytic leukemia (CLL). Blood
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(2005). ZAP-70 directly enhances IgM signaling in chronic lymphocytic leukemia. Blood
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(2005). Chronic Lymphocytic Leukemia. NEJM
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(2005). Leukotriene B4 plays a pivotal role in CD40-dependent activation of chronic B lymphocytic leukemia cells. Blood
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(2005). CLL Biology and Prognosis. ASH Education Book
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Gricks, C. S., Zahrieh, D., Zauls, A. J., Gorgun, G., Drandi, D., Mauerer, K., Neuberg, D., Gribben, J. G.
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Rodriguez, A., Martinez, N., Camacho, F. I., Ruiz-Ballesteros, E., Algara, P., Garcia, J.-F., Menarguez, J., Alvaro, T., Fresno, M. F., Solano, F., Mollejo, M., Martin, C., Piris, M. A.
(2004). Variability in the Degree of Expression of Phosphorylated I{kappa}B{alpha} in Chronic Lymphocytic Leukemia Cases With Nodal Involvement. Clin. Cancer Res.
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Widhopf, G. F. II, Rassenti, L. Z., Toy, T. L., Gribben, J. G., Wierda, W. G., Kipps, T. J.
(2004). Chronic lymphocytic leukemia B cells of more than 1% of patients express virtually identical immunoglobulins. Blood
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Haslinger, C., Schweifer, N., Stilgenbauer, S., Dohner, H., Lichter, P., Kraut, N., Stratowa, C., Abseher, R.
(2004). Microarray Gene Expression Profiling of B-Cell Chronic Lymphocytic Leukemia Subgroups Defined by Genomic Aberrations and VH Mutation Status. JCO
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Montserrat, E.
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(2004). Fludarabine treatment of patients with chronic lymphocytic leukemia induces a p53-dependent gene expression response. Blood
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Rassenti, L. Z., Huynh, L., Toy, T. L., Chen, L., Keating, M. J., Gribben, J. G., Neuberg, D. S., Flinn, I. W., Rai, K. R., Byrd, J. C., Kay, N. E., Greaves, A., Weiss, A., Kipps, T. J.
(2004). ZAP-70 Compared with Immunoglobulin Heavy-Chain Gene Mutation Status as a Predictor of Disease Progression in Chronic Lymphocytic Leukemia. NEJM
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(2004). Genomic approaches to hematologic malignancies. Blood
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(2004). Chronic lymphocytic leukemia: revelations from the B-cell receptor. Blood
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