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PMID: 12651908 Published · ppublish English Journal Article Research Support, Non-U.S. Gov't Research Support, U.S. Gov't, P.H.S.

Identification of a global gene expression signature of B-chronic lymphocytic leukemia.

Molecular cancer research : MCR ·Vol. 1 ·No. 5 ·2003-03-00 ·Pages 346-61

Jelinek DF, Tschumper RC, Stolovitzky GA, Iturria SJ, Tu Y, Lepre J, Shah N, Kay NE

Abstract

B-chronic lymphocytic leukemia (B-CLL) is an adult-onset leukemia characterized by significant accumulation of apoptosis-resistant monoclonal B lymphocytes. In this study, we performed gene expression profiling on B cells obtained from 10 healthy age-matched individuals and CLL B cells from 38 B-CLL patients to identify key genetic differences between CLL and normal B cells. In addition, we leveraged recent independent studies to assess the reproducibility of our molecular B-CLL signature. We used a novel combination of several methods of data analysis including our own software and identified 70 previously unreported genes that differentiate leukemic cells from normal B cells, as well as confirmed recently reported B-CLL specific expression levels of an additional 10 genes. Importantly, many of these genes have previously been linked with other cancers, thus lending further support to their importance as candidate genes leading to B-CLL pathogenesis. We have also validated a subset of these genes using independent methodologies. Moreover, we show that our genes can be used to create a diagnostics signature that performs with perfect sensitivity and specificity in an independent cohort of 21 B-CLL and 20 normal subjects, thus strongly validating the informative nature of our set of genes. Finally, we identified a group of 31 genes that distinguish between low (Rai stage 0) and high (Rai stage 4) risk patients, suggesting that there may also be a gene expression signature that associates with disease progression.

MeSH Terms
ATP-Binding Cassette Transporters/genetics Adult Algorithms Carrier Proteins/genetics Cell Transformation, Neoplastic/genetics DNA-Binding Proteins/genetics Extracellular Matrix Proteins Fibromodulin Gene Expression Regulation, Neoplastic Genetic Predisposition to Disease Humans Insulin-Like Growth Factor Binding Protein 4/genetics Leukemia, Lymphocytic, Chronic, B-Cell/diagnosis,epidemiology,genetics Lymphoid Enhancer-Binding Factor 1 Models, Genetic Multivariate Analysis Proteoglycans/genetics Receptors, Transforming Growth Factor beta/genetics Risk Assessment Sensitivity and Specificity Software Transcription Factors/genetics ras-GRF1/genetics
Chemicals
ABCA6 protein, human ATP-Binding Cassette Transporters Carrier Proteins DNA-Binding Proteins Extracellular Matrix Proteins FMOD protein, human Insulin-Like Growth Factor Binding Protein 4 Lymphoid Enhancer-Binding Factor 1 Proteoglycans Receptors, Transforming Growth Factor beta Transcription Factors ras-GRF1 Fibromodulin betaglycan
Authors & Affiliations
8 authors, click to expand affiliations / ORCID
Jelinek Diane F
Department of Immunology, Mayo Graduate and Medical Schools, Mayo Clinic, Rochester, MN 55905, USA. [email protected]
Tschumper Renee C
Stolovitzky Gustavo A
Iturria Stephen J
Tu Yuhai
Lepre Jorge
Shah Nigam
Kay Neil E
Article Info
Journal
Molecular cancer research : MCR
Abbr.
Mol Cancer Res
ISSN
1541-7786
Published
2003-03-00
Pages
346-61
Language
English
Region
United States
NLM ID
101150042
Subset
IM
Grants
NCI NIH HHS · CA91542 · United States
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