A combination of proteomics, principal component analysis and transcriptomics is a powerful tool for the identification of biomarkers for macrophage maturation in the U937 cell line

被引:101
作者
Verhoeckx, KCM
Bijlsma, S
de Groene, EM
Witkamp, RF
van der Greef, J
Rodenburg, RJT
机构
[1] TNO, Pharma, NL-3700 AJ Zeist, Netherlands
[2] Radboud Univ Nijmegen Med Ctr, Nijmegen, Netherlands
[3] Leiden Univ, Leiden Amsterdam Ctr Drug Res, Leiden, Netherlands
[4] Unilever Hlth Inst, Vlaardingen, Netherlands
[5] TNO, Nutr & Food Res, NL-3700 AJ Zeist, Netherlands
关键词
differentiation markers; macrophage maturation; oligonucleotide microarray; principal component analysis; two-dimensional gel electrophoresis;
D O I
10.1002/pmic.200300669
中图分类号
Q5 [生物化学];
学科分类号
071010 ; 081704 ;
摘要
The monocyte-like human histiocytic lymphoma cell line U937 can be induced by phorbol 12-myristate 13-acetate (PMA) to undergo differentiation into a macrophage-like phenotype. We have used two-dimensional gel electrophoresis (2-DE), oligonucleotide microarrays and principal component analysis (PCA) to characterize the U937 cell line as a model system for the differentiation of monocytes into macrophages. A total of 226 differentially expressed proteins were found, of which 41 were selected by PCA for identification using matrix-assisted laser desorption/ionization tandem mass spectrometry. Based on the PCA results, three marker proteins were selected for confirmation of differential expression using Western blot and quantitative real time-PCR. The selected marker proteins were: gamma interferon inducible lysosomal thiol reductase, cathepsin D and adipocyte-fatty acid binding protein. All three proved to be good differentiation markers for macrophage maturation of U937 cells as well as peripheral blood-derived macrophages. The transcriptomics data revealed a large number of additional putative differentiation markers in U937 macrophages, many of which are known to be expressed in peripheral blood-derived macrophages. These include osteospontin, matrix metalloproteinase 9, and HC-gp39. Our results show that the characteristics of U937 macrophages resemble those of inflammatory (exudate) macrophages, exemplified by the down-regulation of 5' nucleotidase and the up-regulation of leucine aminopeptidase mRNAs. In conclusion, using the powerful combination of transcriptomics, 2-DE and PCA, our results show that U937 cells differentiated by PMA treatment are an excellent model system for monocyte derived macrophage generation from blood.
引用
收藏
页码:1014 / 1028
页数:15
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