Characterization of anti-inflammatory compounds using transcriptomics, proteomics, and metabolomics in combination with multivariate data analysis

被引:52
作者
Verhoeckx, KCM
Bijlsma, S
Jespersen, S
Ramaker, R
Verheij, ER
Witkamp, RF
van der Greef, J
Rodenburg, RJT
机构
[1] TNO Pharma, NL-3700 AJ Zeist, Netherlands
[2] TNO Voeding, NL-3700 AJ Zeist, Netherlands
[3] Leiden Univ, Leiden Amsterdam Ctr Drug Res, NL-2300 RA Leiden, Netherlands
[4] Ferring Pharmaceut, DK-2300 Copenhagen S, Denmark
[5] UMC St Radboud, NL-6500 HB Nijmegen, Netherlands
关键词
anti-inflammatory drugs; 2-D gel electrophoresis; metabolomics; micro-array; multivariate data analysis; principal component discriminant analysis;
D O I
10.1016/j.intimp.2004.07.008
中图分类号
R392 [医学免疫学]; Q939.91 [免疫学];
学科分类号
100102 ;
摘要
The discovery of new anti-inflammatory drugs is often based on an interaction with a specific target, although other pathways often play a primary or secondary role. Anti-inflammatory drugs can be categorized into classes, based on their mechanism of action. In this article we investigate the possibility to characterize novel anti-inflammatory compounds by three holistic methods. For this purpose, we make use of macrophage-like U937 cells which are stimulated with LPS in the absence or presence of an anti-inflammatory compound. Using micro-arrays, 2-D gel electrophoresis and a LC-MS method for lipids the effects on the transcriptome, proteome and metabolome of the exposed cells is investigated. The expression patterns are subsequently analyzed using in-house developed pattern recognition tools. Using the methods described above, we have examined the effects of six anti-inflammatory compounds. Our results demonstrate that different classes of anti-inflammatory compounds show distinct and characteristic mRNA, protein, and lipid expression patterns, which can be used to categorise known molecules and to discover and classify new leads. The potential of our approach is illustrated by the analysis of several beta (2)-adrenergic agonists (beta(2)-agonists). In addition to their primary pharmacological target, beta(2)-agonists posses certain anti-inflammatory properties. We were able to show that zilpaterol, a poorly characterized beta(2)-agonist, gives rise to an almost identical expression pattern as the beta(2)-agonists clenbuterol and salbutamol. Furthermore we have identified specific mRNA, protein and lipid markers for the anti-inflammatory compounds investigated in this study. (C) 2004 Elsevier B.V. All rights reserved.
引用
收藏
页码:1499 / 1514
页数:16
相关论文
共 38 条
[11]   DISCRIMINANT-ANALYSIS BY DOUBLE STAGE PRINCIPAL COMPONENT ANALYSIS [J].
HOOGERBRUGGE, R ;
WILLIG, SJ ;
KISTEMAKER, PG .
ANALYTICAL CHEMISTRY, 1983, 55 (11) :1710-1712
[12]   Participation of β-adrenergic receptors on macrophages in modulation of LPS-induced cytokine release [J].
Izeboud, CA ;
Mocking, JAJ ;
Monshouwer, M ;
van Miert, ASJPAM ;
Witkamp, RF .
JOURNAL OF RECEPTOR AND SIGNAL TRANSDUCTION RESEARCH, 1999, 19 (1-4) :191-202
[13]   The β-adrenoceptor agonist clenbuterol is a potent inhibitor of the LPS-induced production of TNF-α and IL-6 in vitro and in vivo [J].
Izeboud, CA ;
Monshouwer, M ;
van Miert, ASJPAM ;
Witkamp, RF .
INFLAMMATION RESEARCH, 1999, 48 (09) :497-502
[14]   Stereoselectivity at the β2-adrenoceptor on macrophages is a major determinant of the anti-inflammatory effects of β2-agonists [J].
Izeboud, CA ;
Vermeulen, RM ;
Zwart, A ;
Voss, HP ;
van Miert, ASJPAM ;
Witkamp, RF .
NAUNYN-SCHMIEDEBERGS ARCHIVES OF PHARMACOLOGY, 2000, 362 (02) :184-189
[15]   Hsp70 exerts its anti-apoptotic function downstream of caspase-3-like proteases [J].
Jäättelä, M ;
Wissing, D ;
Kokholm, K ;
Kallunki, T ;
Egeblad, M .
EMBO JOURNAL, 1998, 17 (21) :6124-6134
[16]   Dissociation of apoptosis induction and CD36 upregulation by enzymatically modified low-density lipoprotein in monocytic cells [J].
Jostarndt, K ;
Gellert, N ;
Rubic, T ;
Weber, C ;
Kühn, H ;
Johansen, B ;
Hrboticky, N ;
Neuzil, J .
BIOCHEMICAL AND BIOPHYSICAL RESEARCH COMMUNICATIONS, 2002, 290 (03) :988-993
[17]   Targets of glucocorticoid action on TNF-α release by macrophages [J].
Joyce, DA ;
Gimblett, G ;
Steer, JH .
INFLAMMATION RESEARCH, 2001, 50 (07) :337-340
[18]   Glucocorticoid modulation of human monocyte/macrophage function: Control of TNF-alpha secretion [J].
Joyce, DA ;
Steer, JH ;
Abraham, LJ .
INFLAMMATION RESEARCH, 1997, 46 (11) :447-451
[19]   I-PLA2 activation during apoptosis promotes the exposure of membrane lysophosphatidylcholine leading to binding by natural immunoglobulin m antibodies and complement activation [J].
Kim, SJ ;
Gershov, D ;
Ma, XJ ;
Brot, N ;
Elkon, KB .
JOURNAL OF EXPERIMENTAL MEDICINE, 2002, 196 (05) :655-665
[20]   Apoptotic cells induce migration of phagocytes via caspase-3-mediated release of a lipid attraction signal [J].
Lauber, K ;
Bohn, E ;
Kröber, SM ;
Xiao, YJ ;
Blumenthal, SG ;
Lindemann, RK ;
Marini, P ;
Wiedig, C ;
Zobywalski, A ;
Baksh, S ;
Xu, Y ;
Autenrieth, IB ;
Schulze-Osthoff, K ;
Belka, C ;
Stuhler, G ;
Wesselborg, S .
CELL, 2003, 113 (06) :717-730