Global and specific translational control by rapamycin in T cells uncovered by microarrays and proteomics.

Rapamycin has been shown to affect translation. We have utilized two complementary approaches to identify genes that are predominantly affected by rapamycin in Jurkat T cells. One was to compare levels of polysome-bound and total RNA using oligonucleotide microarrays complementary to 6,300 human genes. Another was to determine protein synthesis levels using two-dimensional PAGE. Analysis of expression changes at the polysome-bound RNA levels showed that translation of most of the expressed genes was partially reduced following rapamycin treatment. However, translation of 136 genes (6% of the expressed genes) was totally inhibited. This group included genes encoding RNA-binding proteins and several proteasome subunit members. Translation of a set of 159 genes (7%) was largely unaffected by rapamycin treatment. These genes included transcription factors, kinases, phosphatases, and members of the RAS superfamily. Analysis of [(35)S]methionine-labeled proteins from the same cell populations using two-dimensional PAGE showed that the integrated intensity of 111 of 830 protein spots changed in rapamycin-treated cells by at least 3-fold (70 increased, 41 decreased). We identified 22 affected protein spots representing protein products of 16 genes. The combined microarray and proteomic approach has uncovered novel genes affected by rapamycin that may be involved in its immunosuppressive effect and other genes that are not affected at the level of translation in a context of general inhibition of cap-dependent translation.

Rapamycin is a macrolide antibiotic originally isolated from Streptomyces hygroscopicus (1). It is a potent immunosuppressant with therapeutic applications in the prevention of organ allograft rejection and in the treatment of autoimmune disease (2)(3)(4)(5)(6). The importance of rapamycin as an immunosuppressant drug has focused attention on its mechanism of action. Rapamycin has a similar biochemical structure to cyclosporin A and FK506. However, unlike cyclosporin A and FK506, rapamycin is not a calcineurin inhibitor (7). The primary mode of immu-nosuppressive action of rapamycin is an antiproliferative action reflecting the ability of the drug to disrupt signaling by T cell growth-promoting lymphokines such as IL-2 1 and IL-4 (8). The growth-inhibitory effects of rapamycin are not limited to T cells, since this drug inhibits the proliferation of many mammalian cell types as well as that of yeast cells (9).
Rapamycin blocks progression of the cell cycle at the G 1 phase by binding to FKBP12 (FK506-binding protein) (10,11). The rapamycin-FKBP12 complex inhibits mTOR (mammalian target of rapamycin), also referred to as FRAP (FKBP-rapamycin-associated protein) (9). Targets of mTOR include 4E-BP1 and the 40 S ribosomal protein S6 kinase, p70 s6k (12)(13)(14)(15)(16). Rapamycin-induced inhibition of p70 s6k activity and subsequent dephosphorylation of the ribosomal S6 protein lead to a selective translational repression of mRNA containing a polypyrimidine-rich tract (TOP) motif at their 5Ј terminus (17). 4E-BP1 is a small heat-and acid-stable protein whose activity is regulated by phosphorylation. Dephosphorylated 4E-BP1 inhibits cap-dependent translation by binding to the mRNA capbinding protein eukaryotic initiation factor 4E (eIF4E) (18,19). We previously reported that rapamycin blocks the phosphorylation of 4E-BP1 and inhibits specifically cap-dependent initiation of translation (12) and that, in contrast, rapamycin increases internal initiation of translation, a mechanism independent of the cap structure and reported so far for some viral and cellular mRNAs (20).
We performed a systematic study to identify global and specific effects of rapamycin on translation. To determine rapamycin-sensitive transcripts, we used a methodology based on the separation of polysomes from mRNPs using sucrose gradient centrifugation followed by oligonucleotide microarray hybridization. This technology has been recently adapted for studies of translational control (21)(22)(23) and is based on the assumption that translationally inactive mRNAs are present as free cytoplasmic mRNPs, whereas actively translated mRNAs are contained within polysomes. This enables identification of mRNAs specifically mobilized from free mRNPs onto polysomes and vice versa in T cells in response to rapamycin. A complementary approach used proteomic analysis to systematically analyze gene expression in T cells in response to rapamycin.

EXPERIMENTAL PROCEDURES
Cell Culture-The human Jurkat T cell clone E6 -1 (American Type Culture Collection, Manassas, VA) was grown in the presence of 10% heat-inactivated fetal calf serum, using RPMI 1640 medium supplemented with 2 mM L-glutamine, 10 mM Hepes buffer, and gentamycin (20 g/ml). The day prior to performing the polysome profiles, the cells * This work was supported by National Institutes of Health Grant 1RO1-AI50896 (to L. B.) and an EU TMR network grant (Contract ERBFMRXCT980197 (to J. A. G. S.)). The Department of Immunology and Oncology was founded and is supported by the Spanish Research Council (Consejo Superior de Investigaciones Científicas) and Amersham Biosciences. The costs of publication of this article were defrayed in part by the payment of page charges. This article must therefore be hereby marked "advertisement" in accordance with 18 U.S.C. Section 1734 solely to indicate this fact.
were seeded in fresh medium at a density of 10 5 cells/ml. When indicated, cells were incubated with 20 ng/ml rapamycin (Calbiochem). For the cell proliferation assay, cells were seeded at an initial density of 1.5 ϫ 10 5 cells/ml with or without rapamycin and cultured for 3 days without any change of media. Cell proliferation was monitored every 24 h by determining cell number with a Coulter counter ZM equipped with a Coultronic 256 channelizer (Hialeah, FL).
Metabolic Labeling-Jurkat cells were preincubated at 37°C for 1 h in methionine-free RPMI 1640 medium. Rapamycin and [ 35 S]methionine (100 Ci; PerkinElmer Life Sciences) were added together for the indicated times, and the cells were either lysed in 20 mM Tris-HCl, pH 7.5, buffer containing 5 mM EDTA and 100 mM KCl for the measure of radioactivity incorporation rates after trichloroacetic acid precipitation or were processed for two-dimensional PAGE analysis.
Western Blotting Analysis of 4E-BP1-Untreated and rapamycintreated Jurkat cells were rinsed twice with ice-cold phosphate-buffered saline and lysed by successive freeze-thaw cycles, in 20 mM Tris-HCl, pH 7.5, buffer containing 5 mM EDTA and 100 mM KCl. The homogenate was centrifuged at 6000 ϫ g for 10 min, and the supernatant was collected. Proteins (100 g) were loaded onto a 15% polyacrylamide gel, separated, and transferred onto a 0.22-m nitrocellulose membrane (Schleicher and Schuell). Following transfer, membranes were incubated for 2 h in blocking buffer containing 5% milk in 10 mM Tris-HCl, pH 7.5; 2.5 mM EDTA, pH 8; 50 mM NaCl. The membranes were incubated for 2 h with rabbit polyclonal antiserum against 4E-BP1 (TEBU, Le Peray-en-Yvelines, France) and actin (ICN Biomedical, Aurora, OH) at a dilution of 1:1000. The membranes were then incubated for 1 h with horseradish peroxidase-conjugated anti-rabbit antibodies, at a 1:2000 dilution. Immunodetection was realized by ECL (Amersham Biosciences).
Two-dimensional PAGE-The procedure followed was as previously described (24). Cells were solubilized in 200 l of lysis buffer containing 9.5 M urea (Bio-Rad), 2% Nonidet P-40, 2% ␤-mercaptoethanol, 2% carrier ampholytes, pH 4 -8 (Gallard/Schlessinger, Carle Place, NY), and 10 mM phenylmethanesulfonyl fluoride. Aliquots containing 5 ϫ 10 6 cells were applied onto isofocusing gels. Isoelectric focusing was conducted using pH 4 -8 carrier ampholytes at 700 V for 16 h, followed by 1000 V for an additional 2 h. The first dimension gel was loaded onto the second dimension gel, after equilibration in 125 mM Tris, pH 6.8, 10% glycerol, 2% SDS, 1% dithiothreitol, and bromphenol blue. For the second dimension separation, a gradient of 11-14% of acrylamide (Serva; Crescent Chemicals, Hauppauge, NY) was used. Gels were then either silver-stained or dried and exposed to an x-ray film. The gels were digitized at 1024 ϫ 1024-pixel resolution using an Eastman Kodak Co. CCD camera. Spots were detected and quantified with Visage software (Genomic Solutions, Ann Arbor MI) as described (25).
RNA Isolation and Polysome Fractionation-Total RNA was isolated using Trizol reagent (Invitrogen) and quantitated by absorbance at 260 nm. Cytoplasmic RNA was obtained by lysing cells in 1 ml of polysome buffer containing 10 mM Tris-HCl, pH 8.0, 140 mM NaCl, 1.5 mM MgCl 2 , 0.5% Nonidet P-40, and a ribonuclease inhibitor, RNasin (500 units/ml; Promega, Madison, WI). After the removal of nuclei, the cytosolic supernatant was supplemented with 150 g/ml cycloheximide, 665 g/ml heparin, 20 mM dithiothreitol, and 1 mM phenylmethanesulfonyl fluoride. Mitochondria and membrane debris were removed by centrifugation, and postmitochondrial supernatant was applied directly to sucrose gradient for polysome separation as described previously (26). Briefly, 1 ml of postmitochondrial supernatant was overlaid onto a 15-40% sucrose gradient and spun at 38,000 rpm for 2 h at 4°C in a SW41Ti rotor (Beckman Instruments, Inc.). Fractions (500 l) were collected from the bottom of each gradient and deproteinated with 100 g of proteinase K in presence of 1% SDS and 10 mM EDTA. After Trizol extraction, the amount of RNA in each fraction was determined photometrically, and RNA integrity was controlled by electrophoresis analysis on denaturing 1.2% formaldehyde-agarose gels and subsequent Northern blot. After RNA transfer to nylon membranes (GeneScreen; PerkinElmer Life Sci- Cells were harvested at 4 and 8 h, and radioactivity incorporated into trichloroacetic acid-precipitable material was measured. The effect of rapamycin is expressed as percentage of the control. The experiment was carried out three times, and the error bars indicate S.D. C, effect of rapamycin in 4E-BP1 phosphorylation. After 1-and 4-h exposure to rapamycin, T cells were lysed, and total protein extract was analyzed by Western blotting using polyclonal antibody to 4E-BP1 followed by monoclonal anti-actin. ences) and UV cross-linking, the distribution of 18 and 28 S rRNAs was visualized by methylene blue staining of the membranes (see Fig. 2). Fractions 10 -19 and fractions 1-9 corresponding to polysome-bound and nonpolysome RNA, respectively, were pooled from each sucrose gradient according to the distribution profile. Poly(A ϩ ) RNA was isolated from total and polysome-bound RNA by using oligo(dT) resin (Oligotex; Qiagen, Chatsworth, CA).
Preparation of cRNA, Gene Chip Hybridization, and Data Analysis-Preparation of cRNA, hybridization, and scanning of the HuGeneFL arrays were performed according to the manufacturer's protocol (Affymetrix, Santa Clara, CA) and as previously described (27). Briefly, 5 g of poly(A ϩ ) from both total and polysome-bound RNA were converted into double-stranded cDNA by reverse transcription using a cDNA synthesis kit (Superscript Choice System; Invitrogen). Following second Ϫ2 Ϫ2.1 strand synthesis, labeled cRNA was generated from the cDNA sample by an in vitro transcription reaction supplemented with biotin-11-CTP and biotin-16-UTP (Enzo, Farmingdale, NY). The labeled cRNA was purified by using RNeasy spin columns (Qiagen, Valencia, CA). Aliquots of each sample (10 g of fragmented cRNA in 200 l of hybridization mixture) were hybridized to HuGeneFL arrays at 45°C for 16 h in an oven set at 60 rpm. Hybridization was revealed with streptavidinphycoerythrin (Molecular Probes, Inc., Eugene, OR), stained with biotinylated anti-streptavidin IgG, followed by a second staining with streptavidin-phycoerythrin. The arrays were scanned using the Gene-Array scanner (Affymetrix). Data analysis was performed using Gene-Chip 4.0 software. The software includes algorithms that determine whether a gene is absent or present and whether the expression level of a gene in an experimental sample is significantly increased or decreased relative to a control sample. The microarrays contained more than one probe for the same transcript in many instances. We verified that the responses were consistent for all probes for a same transcript. The comparison of the data analysis obtained from the two experiments indicated that both experiments were highly reproducible.

Selection of a Rapamycin-sensitive T Cell
Line-In mammalian cells, rapamycin causes partial inhibition of cell proliferation and translation rates ranging from 15 to 70% in different cell lines (3,4). We investigated the sensitivity of the E6 -1 Jurkat T cell clone to rapamycin by three criteria: (i) inhibition of cell proliferation; (ii) reduction of protein synthesis rates; and (iii) induction of 4E-BP1 dephosphorylation. We first examined the effects of rapamycin on Jurkat T cell proliferation. The cells were cultured without or with 20 ng/ml of rapamycin during 72 h, and viable cells were counted at 24, 48, and 72 h (Fig. 1A). Rapamycin exerted a marked antiproliferative effect in T cells with a 43% inhibition observed at day 3. The translation rate was determined by metabolic labeling of Jurkat cells with [ 35 S]methionine. Protein synthesis was rapidly and strongly inhibited by rapamycin, with a 32 and 44% inhibition observed after 4 and 8 h of rapamycin treatment, respectively (Fig. 1B). Finally, we examined the effects of rapamycin on 4E-BP1 phosphorylation by Western blotting using an anti-4E-BP1 antibody. Three isoforms of 4E-BP1 (indicated by arrows, Fig. 1C) were detected following immunoblotting of extracts from Jurkat cells. It has been previously reported that these isoforms reflect different phosphorylation status of this protein (8,13,14). Treatment of the cells by rapamycin reduced the amount of the slowly migrating, hyperphosphorylated form of 4E-BP1, with a concomitant increase in the abundance of the faster migrating band corresponding to hypophosphorylated 4E-BP1. Slight dephosphorylation of 4E-BP1 was observed as early as 1 h after rapamycin treatment, whereas maximal dephosphorylation was obtained after 4 h. Therefore, the E6 -1 Jurkat T cells are sensitive to rapamycin treatment and were selected for further studies.
Analysis of RNA Expression Levels in Jurkat Cells in Response to a Short Treatment of Rapamycin, Using Oligonucleotide Arrays-Poly(A ϩ ) mRNA were isolated from Jurkat T cells, with or without rapamycin treatment for 4 h, and poly(A ϩ ) mRNAs were isolated. Two independent experiments were per-formed, and RNA transcript levels for different genes were determined using oligonucleotide arrays. Transcripts for ϳ2,800 genes (44%) of the 6,300 unique genes assessed were expressed in Jurkat T cells. We identified a small subset of genes (51) that differed in their expression levels during rapamycin treatment, by 2-fold or greater, in both experiments. The genes identified are presented in Table I, with 19 up-regulated and 32 down-regulated genes. Regulated genes included several growth-related genes that may contribute to the antiproliferative effect of rapamycin. Indeed, negative regulators of cell growth such as cyclin G2, MAD1-like 1, BTG1, bridging integrator 1, Syk, and CENPE were up-regulated, with a concomitant decrease in genes involved in cell cycle progression such as cyclin D2, Cdc7-related kinase, phosphatidylinositol 3-kinase ␥, CSTF2, and eIF4E. Up-regulation of I-B-like 1, Fas, and tumor necrosis factor receptor was also observed. Remarkably, expression of three subunits of the 26 S proteasome was decreased.
Identification of Translationally Regulated Genes by Rapamycin, Using Oligonucleotide Arrays-To identify genes whose expression is translationally regulated, we combined a sucrose gradient separation of polysomes from mRNPs with microarray analysis. Polysome-bound mRNAs (Fig. 2, fractions 10 -19) were purified from Jurkat cells untreated or treated with rapamycin for 4 h, and poly(A ϩ ) mRNAs were isolated. Two independent experiments were performed, and polysomebound RNA transcript levels were determined using oligonucleotide arrays. Translation of the large majority of the genes was partially reduced following rapamycin treatment. However, translation of 136 genes was strongly inhibited (by 90% or more) in both experiments (Table II). Genes known to be highly repressed by rapamycin changed their expression accordingly in our analysis. This group included numerous ribosomal proteins and elongation factor proteins. However, for most of the 136 genes uncovered, their high sensitivity to rapamycin was unknown. These novel changes included other RNA-binding proteins such as translation initiation factors 4A and 5A and four genes encoding for nuclear ribonucleoproteins. Remarkably, translation of seven genes encoding proteasome subunits was fully inhibited following rapamycin treatment. Translation of prothymosin ␣, a gene associated with proliferation of T cells, was also strongly repressed by rapamycin. Microarray analysis of the non-polysome gradient fractions (Fig. 2, fractions 1-9) were also performed for both experiments and demonstrated that the 136 strongly repressed transcripts were not lost or degraded during rapamycin treatment or polysome separation.
Transcripts levels for 159 genes remained bound to polysome following rapamycin treatment, suggesting that translation of these genes was not affected by rapamycin. Table III lists the genes whose mRNAs were associated with polysomes from both untreated and rapamycin-treated cells. Notably, this list includes mRNAs encoding a large number of kinases and phosphatases as well as DNA-binding proteins. Transcription factors and genes involved in DNA and RNA synthesis included AR1, TFIID, TFIIE, TFIIF, E2F, c-MYB, YY1, CREBP1, HSF1, Rb1, ILF1, LIM domain only 4, RNA polymerase II, DNA polymerase ␣-subunit, and replication factors C1 and C5. Translation of several genes encoding for kinases and phosphatases, such as four members of the mitogen-activated protein kinase family, the PI-3 kinase regulatory subunit, protein kinase C-, p72 syk , and protein phosphatases 1, 2, and 4, was unaffected by rapamycin. Finally, transcripts for nine members of the Ras superfamily including N-Ras, Rap1a, Rap1b, Rab4, Rab5c, Rac1, and RhoG remained bound to polysomes in rapamycin-treated cells.   Of the 19 mRNAs whose intracellular levels increased in rapamycin-treated cells, five (cyclin F, Ets2 repressor factor, Apo-1/Fas, tumor necrosis factor receptor, and Syk) were found to be greatly enriched in the polysomal fractions from rapamycin-treated cells.
Proteomic Profiling of Rapamycin-treated T Cells-Protein changes during rapamycin treatment of the Jurkat T cells were investigated by proteomics. Metabolic labeling was performed in untreated and rapamycin-treated Jurkat cells, and equal amounts of total [ 35 S]methionine-labeled proteins were separated by two-dimensional gel electrophoresis. Following exposure to films, the autoradiograms were digitized, and twodimensional protein patterns were matched by computer analysis. In this study, 830 protein spots were matched and quantitated. Whereas the overall two-dimensional patterns of untreated and rapamycin-treated cells were largely similar, some protein changes were reproducibly detected. We selected protein spots whose intensities changed in all experiments by 3-fold or greater in response to rapamycin. A set of 111 protein spots was identified, with 70 up-regulated and 41 down-regulated protein spots (Fig. 3). We used analogy with a two-dimensional protein map data base developed in the laboratory (28) 2 to identify these spots. Of the 111 spots, we identified 22 spots corresponding to 16 genes, including 11 genes listed in Table II or III. Table IV indicates the assignment of these 22 protein spots. Computer analysis determined the radioactivity incorporated in each spot from control and rapamycin-treated cells. Intensities of lactate dehydrogenase B, ␣-enolase, ␤-tubulin, ␤-actin, Op18, ADP-ribosylation factor 1, LAMR1, and eIF4A1 isoforms decreased, and intensities of annexin V and Ro/SSA antigen increased following rapamycin treatment, in good agreement with the microarray data. Discordant microarray and proteomic data were obtained for Hsp60. The other proteins identified (aldehyde dehydrogenase, tropomyosin 5, 14-3-3 , 14-3-3 /␦, and calmodulin) were not represented in the microarray.

DISCUSSION
To develop a better understanding of rapamycin's molecular mechanism in T cells, we utilized two complementary approaches to identify specific genes regulated by rapamycin in T cells. One relies on the quantitative analysis of translated mRNAs by DNA microarrays. The other relies on quantitative analysis and identification of proteins by proteomics. In addition, we quantitated polysome-bound mRNAs as a measure of their translation efficiency (29). Ribosomal proteins and elongation factors contain a polypyrimidine tract at the 5Ј-end of their mRNAs and have been described as translationally repressed by rapamycin (17). Indeed, translation of a large number of ribosomal proteins and elongation factors was found to be strongly repressed by rapamycin in our study. We have uncovered a large number of additional genes. Part of the regulated genes have functions related to RNA processing and translation. Translation initiation factors 4A and 5A were strongly repressed. Translation of prothymosin ␣ was also strongly repressed by rapamycin. Interestingly, prothymosin ␣ has been reported to enhance cell-mediated immunity as well as proliferative and cytotoxic responses of T cells (30 -33). In vivo, prothymosin ␣ has been shown to exert a potentiating effect on human CD4ϩ T cell proliferation in response to antigens, which was associated with a prothymosin-induced increase in IL-2 production. It was also demonstrated that prothymosin ␣, in combination with IL-2, can render cell to cell interactions more effective, resulting in increased killing of autologous tumors (34).
Remarkably, translation of seven genes encoding proteasome subunit members was abolished, which would explain in molecular terms the reported inhibition of proteasome activator expression and proteasome activity by rapamycin (35). The proteasome-mediated degradation pathway regulates a wide variety of cellular activities, including cell growth and immune and inflammatory responses. Within the immune system, the proteasome is essential for production of peptides for major histocompatibility complex class I antigen presentation. More recent studies have suggested a possible role for the proteasome in regulating the levels of cell surface receptors. In particular, a functional proteasome is required for optimal endocytosis of the IL-2 receptor-ligand complex and is essential for the subsequent lysosomal degradation of IL-2, possibly by regulating trafficking to the lysosome (36). In addition, several studies have implicated the proteasome in the regulation of Jak-STAT signal transduction, including IL-2-induced activation of STAT5 (37,38). Adhesion molecules are essential in interaction between T cells and antigen-presenting cells, between T help cells and T effector cells, and between T cells and endothelial cells. It has been recently demonstrated that proteasome inhibitors repress T lymphocyte aggregation and then potentially cell-cell interactions in the immune system (39). Finally, a role of proteasomes in T cell activation, proliferation, and apoptosis has been reported (40, 41) including a requirement of the proteasome activity for T cells to progress from the G 0 to S phase. Most interestingly, inhibition of proteasome activity is a common feature of immunosuppressant drugs such as cyclosporin A and FK506 (42). This raised the intriguing possibility that the proteasome is one of the common downstream targets of these drugs. In addition, our data elucidated the mechanisms by which rapamycin is inhibiting the expression of some proteasome proteins. Therefore, we identified important downstream targets of rapamycin such as prothymosin ␣ and proteasome subunits that may modulate the immune response following rapamycin treatment and mediate the immunosuppressive effects of this drug.
Translation of the majority of eukaryotic mRNAs is initiated through a cap. Some mRNAs, however, are translated by a cap-independent mechanism, mediated by ribosome binding to internal ribosome entry site (IRES) elements located in the 5Ј-untranslated region. So far, only a handful of cellular IRES have been described (43). We previously demonstrated that rapamycin inhibits specifically cap-dependent translation, whereas cap-independent translation is unaffected or slightly increased (12,20). We identified 159 genes that are still translated in the presence of rapamycin. These genes are candidates for IRES-driven mRNAs. Remarkably, these genes included 2 E. Puravs and S. Hanash, unpublished data. three genes reported to harbor an IRES, the human immunoglobulin heavy chain-binding protein Bip/GRP78 (44), the cyclindependent kinase p58 (PITSLRE) (45), and the transcription activator TFIID (46). Additional genes unaffected by rapamycin included specific families such as kinases and phosphatases, DNA-binding factors, and genes controlling transcription as well as RAS superfamily members. Some genes of these families have been previously described to be translated in poliovirus-infected cells, featuring a general inhibition of capdependent translation (21).
In addition to a translational control by rapamycin, rapamycin affected transcript levels of several genes within a short time period. Most genes were growth-related and may explain the strong inhibition of proliferation observed in rapamycintreated cells. We observed an up-regulation of several negative regulators of cell proliferation such as cyclin G2 (47), MAD1like 1, bridging integrator 1, a Myc-interacting protein (48), BTG1 (49), and the Syk tyrosine kinase (50). CENPE function is required for the transition from metaphase to anaphase and accumulates in the G 2 phase of the cell cycle (51). A concomitant decrease in genes promoting cell growth was observed. These genes included cyclin D2 (52), the Cdc7-related kinase, a regulator of the G 1 /S phase transition, and/or DNA replication in mammalian cells (53) and the initiation factor eIF4E (54). Polyadenylation of mRNA requires multiple protein factors, including three cleavage stimulation factors. Reduction of CSTF2 causes reversible cell cycle arrest in G 0 /G 1 phase, whereas depletion results in apoptotic cell death (55). Phosphatidylinositol 3-kinase activity is implicated in diverse cellular response triggered by mammalian cell surface receptors. Using mice deficient in phosphatidylinositol 3-kinase ␥, it has been demonstrated that phosphatidylinositol 3-kinase ␥ controls thymocyte survival and activation of mature T cells (56 -58). Up-regulation of I-B-like 1, Fas, and tumor necrosis factor receptor was also observed. Remarkably, expression of three subunits of the 26 S proteasome was also decreased, suggesting an inhibition of the proteasome at both transcriptional and translational control. Similarly, cyclin F, ETS2 repressor factor, Fas/Apo-1, and tumor necrosis factor receptor were both transcriptionally and translationally up-regulated by rapamycin.
Proteomic analysis of the same populations did validate the microarray data. Intensities of 8% of the [ 35 S]methionine-labeled protein spots increased, and intensities of 5% decreased. In addition, microarray and proteomic analysis were similar for 15 regulated proteins identified. The oligonucleotide array and proteomics analyses undertaken in this study have uncovered novel genes and proteins with potential roles in the immunosuppressive response effect of rapamycin. Microarray analysis has identified important changes in genes involved in immune response and growth control as well as in the degradation pathway. This study also demonstrates that close to 7% of cellular mRNAs are still translated in a context of a general shut-off of protein synthesis.