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Cell and Tumor Biology |
Is an Oncogene in Human NonSmall Cell Lung Cancer
1 Department of Cancer Biology, Mayo Clinic Comprehensive Cancer Center; 2 Department of Pathology, Mayo Clinic, Jacksonville, Florida; and 3 Department of Medicine and 4 Division of Biostatistics, Mayo Clinic, Rochester, Minnesota
Requests for reprints: Alan P. Fields, Department of Cancer Biology, Mayo Clinic Comprehensive Cancer Center, Griffin Cancer Research Building, Room 312, 4500 San Pablo Road, Jacksonville, FL 32224. Phone: 904-953-6160; Fax: 904-953-0277; E-mail: fields.alan{at}mayo.edu.
| Abstract |
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is overexpressed in human nonsmall cell lung cancer (NSCLC) cells and that PKC
plays a critical role in the transformed growth of the human lung adenocarcinoma A549 cell line in vitro and tumorigenicity in vivo. Here we provide compelling evidence that PKC
is an oncogene in NSCLC based on the following criteria: (a) aPKC
is overexpressed in the vast majority of primary NSCLC tumors; (b) tumor PKC
expression levels predict poor survival in patients with NSCLC; (c) the PKC
gene is frequently amplified in established NSCLC cell lines and primary NSCLC tumors; (d) gene amplification drives PKC
expression in NSCLC cell lines and primary NSCLC tumors; and (e) disruption of PKC
signaling with a dominant negative PKC
allele blocks the transformed growth of human NSCLC cells harboring PKC
gene amplification. Taken together, our data provide conclusive evidence that PKC
is required for the transformed growth of NSCLC cells and that the PKC
gene is a target for tumor-specific genetic alteration by amplification. Interestingly, PKC
expression predicts poor survival in NSCLC patients independent of tumor stage. Therefore, PKC
expression profiling may be useful in identifying early-stage NSCLC patients at elevated risk of relapse. Our functional data indicate that PKC
is an attractive target for development of novel, mechanism-based therapeutics to treat NSCLC. | Introduction |
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80%) is classified as nonsmall cell lung cancer (NSCLC), with most remaining cases (
18%) being SCLC (2). Early-stage NSCLC tumors are often treated with surgery and radiotherapy, whereas advanced-stage metastatic disease often receives combination chemotherapy (2). Unfortunately, despite surgical removal and adjuvant therapy, many early-stage NSCLCs relapse and become fatal.
Many genetic and epigenetic changes conspire to produce a malignant, invasive NSCLC (3). Common molecular changes include oncogenic mutation of K-ras (
50%), up-regulation of c-myc (20-30%), mutation of p53 (
50%), deletion of p16Ink4A/Arf, and mutation of fragile histidine triad (4, 5). NSCLCs often overexpress the epidermal growth factor receptor (EGFR), ErbB2 (HER-2/neu), and/or the hepatocyte growth factor/scatter factor receptor (Met). Cytogenetic analysis reveals frequent chromosomal losses at 3p, 6q, 8p, 9p, 13q, 17p, and 19q and gains at 1q, 3q, 5p, and 8q (6).
The atypical protein kinase C (aPKC) isozymes PKC
and PKC
are a structurally and functionally distinct subclass of PKCs. aPKCs exhibit diacylglycerol-, calcium-, and phosphatidylserine-independent catalytic activity due to a unique NH2-terminal regulatory domain (7). aPKC activity is regulated by phosphoinositide-dependent kinase (PDK1) phosphorylation (8) and by interactions with upstream effectors including Ras (9). aPKCs function in the establishment of cell polarity (10) and in cell survival (9, 11, 12) through direct interactions with downstream adaptor molecules involving a PB1 domain within the NH2-terminal regulatory region of aPKC (13). aPKCs establish epithelial cell polarity through regulation of Rac1 and/or cdc42 (13) and promote cell survival through the canonical nuclear factor-
B (NF-
B) pathway (14) to activate transcription of the antiapoptotic survival genes Bcl-XL (15) and c-IAP1 and c-IAP2 (16).
We recently showed that PKC
is overexpressed in many established human NSCLC cell lines (17). Furthermore, disruption of PKC
signaling blocks the transformed growth of A549 lung adenocarcinoma cells in vitro and tumorigenicity in vivo (17). Molecular dissection of signaling downstream of PKC
revealed that PKC
is necessary for transformed growth by activating a Rac1/Pak/mitogen-activated protein kinase kinase (MEK)/extracellular signal-related kinase (ERK) signaling axis, whereas PKC
is not tightly coupled to NF-
B activity in A549 cells (17). Herein, we provide compelling evidence that PKC
is a major cancer gene in human NSCLC. We find that PKC
is overexpressed in the vast majority of primary NSCLC tumors, that the PKC
gene is a target for NSCLC tumor-specific amplification, that gene amplification is an important mechanism by which PKC
expression is regulated in NSCLC, and that PKC
expression is a prognostic indicator of poor survival in NSCLC patients independent of tumor stage. Mechanistically, we show that disruption of PKC
signaling blocks the transformed growth of human NSCLC cells harboring PKC
gene amplification. We conclude that PKC
is a critical oncogene involved in human lung tumorigenesis.
| Materials and Methods |
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(Santa Cruz Biotechnology, Santa Cruz, CA; 1:100), PKC
(BD PharMingen, San Diego, CA; 1:4,000), actin (Santa Cruz Biotechnology, 1:2,000), and the FLAG epitope (Sigma, St. Louis, MO; 1:2,000). Recombinant human PKC
and PKC
protein were from Upstate Biochemical (Charlottesville, VA). Processing and analysis of human lung cancer tissues. H&E-stained sections of matched normal and lung tumor tissues were analyzed by a pathologist to confirm initial diagnosis, staging, and overall integrity of the tissue samples. Seventy-four cases of NSCLC [37 lung adenocarcinoma (LAC) and 37 squamous cell carcinoma (SCC)] and matched normal lung tissues were chosen for extraction of DNA, RNA, and protein. Ten 10-µm-thick slices were cut from each frozen tissue block. DNA was isolated in phenol/chloroform, total RNA isolated using RNAqueous 4PCR kit (Ambion, Austin, TX), and protein isolated by direct solubilization in SDS-PAGE sample buffer.
Analysis of PKC
protein expression in human lung tissue. Protein from human tumor samples was quantified using nitric acid mediated nitration of tyrosine (18). Equal amounts of protein (
30 µg) from each sample was resolved in 12% SDS-PAGE gels (Invitrogen, Carlsbad, CA), transferred to polyvinylidene difluoride (PVDF) membrane (Immobilin-P, Millipore, Billerica, MA), and subjected to immunoblot analysis using the appropriate antibodies and Enhanced Chemiluminescence (ECL) Plus detection (Amersham, Piscataway, NJ) as described previously (19, 20). Images were obtained on X-omat AR film and antigens quantified by fluorescence detection using a Typhoon 9410 Variable Mode Imager. The fluorescent signal was analyzed using ImageQuant 5.2 software (Amersham).
Immunohistochemistry was done on paraffin-embedded sections of primary tumor and normal lung tissues. The tissue was deparaffinized by placing slides into three changes of xylene and rehydrated in a graded ethanol series. The rehydrated tissue samples were rinsed in water and subjected to antigen retrieval in citrate buffer (pH 6.0) as described by the manufacturer (DAKO, Carpinteria, CA). Slides were treated with 3% H2O2 for 5 minutes to reduce endogenous peroxidase activity and washed with PBS containing 0.5% (w/v) Tween 20. PKC
was detected using PKC
antibody at a 1:100 dilution in PBS/Tween and visualized using the Envision Plus Dual Labeled Polymer Kit following the manufacturer's instructions (DAKO). Images were captured and analyzed using ImagePro software.
Statistical and survival analysis. Cancer-specific survival was estimated using the Kaplan-Meier method. The duration of follow-up was calculated from the sample date to the date of death or last follow-up. The associations of the clinical and pathologic features studied with death from NSCLC were assessed using Cox proportional hazards regression models and summarized with risk ratios (RR) and 95% confidence intervals (95% CI). Natural logarithmic transformations were explored if the distributions of continuously scaled variables were not approximately normal. In addition, the relationships between continuously scaled variables and death from NSCLC were investigated using martingale residuals from the Cox model (21). Statistical analyses were done using the SAS software package (SAS Institute, Cary, NC) and Ps
0.05 were considered statistically significant.
Real-time PCR analysis for PKC
gene amplification. Genomic DNA from each sample or cell line was analyzed for amplification of PKC
using Taqman technology on an Applied Biosystems (Foster City, CA) 7900HT sequence detection system. The human RNaseP1 gene was used as a DNA template control and for normalization of results to total DNA. The primer/probe set for the human PKC
gene was forward primer, 5'-GGCTGCATTCTTGCTTTCAGA-3'; reverse primer, 5'-CCAAAAATATGAAGCCCAGTAATCA-3'; and probe, 5'-CAATCTTACCTGCTTTCT-3'. The primer/probe set for the RNaseP1 gene was designed and provided by ABI Assay on Demand. A tumor cell line or primary tumor was scored positive for PKC
gene amplification when analysis revealed a minimum of one additional PKC
allele when compared with the matched normal sample.
Cell culture, plasmids, transfections, and drug treatments. Human ChaGo, H520, H1299, and SK-MES-1 NSCLC cell lines as well as the nontransformed HBE4 lung epithelial cell line were obtained from American Type Culture Collection (Manassas, VA) and maintained as suggested by the supplier. The cells were maintained in a humidified tissue culture incubator at 37°C in 5% CO2. H1299 and ChaGo cells were stably transfected with recombinant pBabe retroviruses containing Flag-tagged human full-length wild-type PKC
(wtPKC
), kinase dead PKC
(kdPKC
), or empty vector pBabe as described previously (19). Expression of FLAG-epitope-tagged PKC
and total PKC
was analyzed by immunoblot analysis as described previously (19).
Adherent growth kinetics of H1299 cells transfected with empty pBabe, pbabe/kdPKC
, and pbabe/wtPKC
were determined by plating cells (1 x 104 cells per well) into multiwell culture dishes and monitoring cell growth daily over a 7-day period. Each day, cells from triplicate wells were trypsinized and counted using a hemocytometer.
Immunoblot analysis of nonsmall cell lung cancer cell lines. Cells were harvested by washing with PBS and scraping off the plate. The cell pellet was lysed in SDS sample buffer. Protein lysates were quantitated by using the nitration of tyrosine in nitric acid (18). Equal amounts of protein (
20 µg) were loaded for each sample, resolved in 12% SDS-PAGE gels (Invitrogen), and transferred to PVDF membrane (Millipore Immobilin-P). A solution of 5% milk and PBS/Tween 20 was used for blocking. Western blot analysis was done with appropriate antibodies and detected using ECL Plus (Amersham).
Soft agar growth assays. Anchorage-independent growth was assayed by the ability of H1299 and ChaGo cell transfectants to form colonies in soft agar. The bottom agar consisted of growth medium containing 10% fetal bovine serum (FBS) and 0.75% agarose in 60-mm tissue culture dishes. Nine hundred cells were resuspended in growth medium containing 10% FBS and 0.75% agarose and plated on top of the bottom agar. The cells were incubated at 37°C in 5% CO2. Cell colonies were visualized and quantified under a dissecting microscope (Olympus, Melville, NY) after 4 to 6 weeks in culture.
| Results |
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is overexpressed in nonsmall cell lung cancer. We have implicated PKC
in cellular transformation in animal models (19, 20) and more recently in human NSCLC cells (17). To determine whether PKC
is relevant to human disease, we assessed PKC
expression in primary NSCLC tumors. Seventy-four cases of NSCLC equally representing the two major subtypes of NSCLC (37 LAC and 37 SCC) and matched normal lung tissues were selected for analysis using the following inclusion criteria: (a) patients had received no cancer therapy before tissue collection; (b) staging and diagnosis was verified by pathologic examination; (c) tumor samples were highly enriched in tumor cells (>90%) with no necrosis; and (d) sufficient tumor and matched normal tissue was available for analysis. The clinical and pathologic features of the NSCLC cases analyzed are given in Table 1.
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protein expression of matched normal and tumor samples by immunoblot analysis. Results from 10 representative cases analyzed by immunoblot analysis for PKC
, PKC
, and actin are shown (Fig. 1A). As can be seen, all NSCLC cases exhibited demonstrable overexpression of PKC
when compared with matched normal lung tissue. Immunoblot analysis of all 74 cases showed that PKC
overexpression (defined as >2-fold increase in PKC
in tumor compared with matched normal) was evident in 51 of 74 (69%) cases. Quantitative analysis of the data showed a statistically significant increase in PKC
protein expression in NSCLC compared with normal lung tissue (P < 0.001; Fig. 1B). No tumors exhibited a significant decrease in PKC
compared with matched normal tissue. Interestingly, immunoblot analysis for the related aPKC isozyme, PKC
, revealed that none of the tumors or matched normal lung tissues expressed detectable levels of PKC
, indicating that PKC
is the predominant aPKC in normal and malignant human lung tissue. To determine whether the increase in PKC
protein expression in human NSCLC cases was accompanied by an increase in PKC
mRNA levels, quantitative real-time reverse transcriptase-PCR analysis for PKC
mRNA was done on both tumor and matched normal lung tissue (n = 39; Fig. 1C). This analysis showed that PKC
mRNA levels were significantly higher in NSCLC tumors when compared with matched normal lung tissue (P = 0.003). PKC
mRNA was routinely >10-fold higher than PKC
mRNA in these tissues, confirming the predominance of PKC
in the human lung (data not shown).
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expression represented an increase in PKC
expression in NSCLC tumor cells. Immunohistochemistry of paraffin sections of representative normal and NSCLC cases revealed light PKC
staining in normal lung epithelial cells with much more intense staining in the vast majority of tumor cells within the samples (Fig. 2A). Little or no staining was observed in tumor-associated stroma, confirming that PKC
overexpression is predominantly confined to lung cancer cells. Higher magnification revealed PKC
staining consistent with localization to the cytoplasm, plasma membrane, and nucleus of normal lung epithelial and tumor cells (Fig. 2B).
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expression in NSCLC tumors correlates with tumor stage and/or cancer-specific death in NSCLC patients. The average PKC
protein expression for the sample set was 3.1 (±1.9 SD) with a median of 2.4 and a range of 1.0 to 10.3. The RR for the association of PKC
expression with death from disease was 1.28 (95% CI, 1.06-1.54; P = 0.011), indicating that each 1-unit increase in PKC
expression was associated with a 28% increase in the risk of death from disease. Thus, PKC
protein expression is associated with increased risk of cancer-specific death.
We next subjected the NSCLC cases to martingale residual analysis to determine a useful cut point to assess the relationship between protein expression and death from NSCLC. Based on this analysis, the NSCLC cases were divided into two groups based on the level of PKC
expression (see Materials and Methods). Patients in the high PKC
expression group (PKC
>5, n = 12) were 2.6 times more likely to die from NSCLC than patients in the low PKC
expression group (RR, 2.58; 95% CI, 0.99-6.74; P = 0.05; Fig. 2C). The prognostic value of PKC
expression was comparable to tumor stage, which is currently one of the best prognostic indicators in NSCLC (22). Within our data set, patients with late-stage disease (stages III and IV) were
2.4 times more likely to die than those with early-stage disease (stages I and II; RR, 2.35; 95% CI, 1.03-5.36; P = 0.043). Interestingly, patients with early-stage disease had PKC
levels comparable with patients with late-stage disease because the median PKC
expression in low-stage tumors (stages I and II) is 3.1 (n = 27) compared with 3.2 for high-stage tumors (P = 0.688, n = 9).
We next assessed whether PKC
expression in early-stage disease was a useful predictor of outcome. In this subset of patients, those with high PKC
expression (>5) were almost 11 times more likely to die from their disease than patients with low PKC
expression (RR, 10.87; 95% CI, 0.96-122.66; P = 0.05). Therefore, PKC
expression in NSCLC patients predicts poor survival independent of tumor stage, indicating that PKC
expression is useful in identifying patients with early-stage disease at elevated risk of relapse.
PKC
gene amplification regulates PKC
expression in nonsmall cell lung cancer. Given the prevalence of PKC
overexpression in NSCLC tumors, we wished to investigate the mechanism by which tumor-specific overexpression is achieved. Of immediate interest to us was the fact that the PKC
gene resides at chromosome 3q26. Amplification of chromosome 3q26 is among the most frequent cytogenetic changes observed in NSCLC, occurring in
20% of all NSCLC (6, 23) predominantly in SCC. Because the PKC
gene resides at 3q26, it is possible that gene amplification is a mechanism by which PKC
is overexpressed in NSCLC tumors. To assess this possibility, we conducted quantitative real-time PCR to assess PKC
gene copy number in four established human lung squamous cell carcinoma cell lines Ski-Mes1, H520, H1299, and ChaGo. Our analysis revealed PKC
amplification in three of the four established human SCC cell lines tested (H520, H1299, and ChaGo cells) but not in Sk-Mes1 or nontransformed HBE4 lung epithelial cells (Fig. 3A). The presence of PKC
gene amplification correlated with the presence of chromosome 3q26 amplification in these cell lines (24), indicating that PKC
is part of the 3q26 amplicon. Furthermore, there is a positive correlation between PKC
gene copy number, PKC
mRNA abundance, and PKC
protein expression in these four cell lines, showing that gene amplification is an important mechanism driving PKC
expression in SCC cells (Fig. 3A).
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gene amplification also occurs in primary NSCLC tumors. For this purpose, quantitative real-time PCR analysis for PKC
gene copy number was conducted on all 37 LAC (Fig. 3B) and all 37 SCC tumors (Fig. 3C). We observed PKC
gene amplification (defined as a tumor-specific gain of one or more PKC
alleles) in 27 of 74 (36.5%) of NSCLC tumors. The majority of cases exhibiting PKC
gene amplification were SCCs (26 of 27 or 96%) consistent with the distribution of chromosome 3q26 amplification in NSCLC (6, 23).
To determine whether PKC
gene amplification drives PKC
overexpression in SCC, we analyzed primary SCC tumors for PKC
protein expression. Immunohistochemical analysis showed that SCCs harboring PKC
gene amplification expressed higher levels of PKC
protein than did SCC tumors without PKC
amplification (Fig. 4A). Quantitative analysis of PKC
expression of all SCC tumor samples (n = 37) showed that tumors harboring PKC
gene amplification expressed significantly higher levels of PKC
protein than SCC tumors without PKC
gene amplification (Fig. 4B). In addition, there is a positive correlation between PKC
gene copy number and PKC
protein expression in SCC tumors (Fig. 4C). Taken together, these data show that gene amplification drives PKC
expression in a significant subset of SCC tumors. Interestingly, there was no statistically significant difference in PKC
protein expression in LAC and SCC tumors (mean PKC
expression of 3.0 in LAC versus 2.9 in SCC; P = 0.53) despite the fact that PKC
gene amplification is largely confined to SCC tumors. These data suggest that PKC
expression may be regulated by distinct mechanisms in these tumor types.
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is required for the transformed phenotype of squamous cell carcinoma cells harboring PKC
gene amplification. We recently showed that PKC
is overexpressed in many human lung cancer cell lines and that PKC
plays a critical role in the transformed growth of A549 lung adenocarcinoma cells, a cell line that does not harbor PKC
gene amplification (17). Because the PKC
gene is within the chromosome 3q26 amplicon, it is possible that other genes within the amplicon are the critical targets of amplification and that PKC
is dispensable for the transformed phenotype of SCC cells harboring chromosome 3q26 amplification. Several candidate oncogenes reside in the chromosome 3q26 region including the Ski-like gene SnoN (25), the catalytic subunit of phosphatidylinositol-3 kinase (PI3K
; ref. 26), the Evi1 oncogene (25), and the RNA component of human telomerase (24). However, the importance of these genes in NSCLC formation has not been systematically evaluated and it is likely that multiple genes within the 3q26 amplicon are functionally targeted in NSCLC tumors. To assess the role of PKC
in the transformed growth of SCC cells harboring PKC
gene amplification, we established H1299 cells that stably express either wild-type human PKC
(wtPKC
) or a kinase deficient, dominant-negative PKC
allele (kdPKC
; Fig. 5A). Interestingly, expression of either wtPKC
or kdPKC
had no effect on the growth of H1299 cells in adherent culture (Fig. 5B). In contrast, expression of kdPKC
significantly blocked the ability of H1299 cells to grow as anchorage-independent colonies in soft agar, whereas expression of wtPKC
had no effect on soft agar growth (Fig. 5C). Similar results were obtained in ChaGo cells expressing kdPKC
, which exhibited significant inhibition of soft agar growth compared with control vector expressing cells (Fig. 5D). These results are similar to those obtained in A549 cells (17), indicating that PKC
is required for transformed growth of human lung cancer cells regardless of whether they harbor PKC
gene amplification or not. Our data show that PKC
is a critical target of the chromosome 3q26 amplicon.
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| Discussion |
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isozyme is a critical cancer gene in NSCLC. Our evidence for this conclusion is multifold. First, PKC
is overexpressed in NSCLC cell lines and primary tumors. The prevalence of PKC
overexpression in NSCLC is similar to that of other oncogenes implicated in NSCLC development such as Met, EGFR, PI3K, and Raf (27).
Second, PKC
expression predicts poor survival in NSCLC patients. PKC
expression is a useful prognostic indicator of poor survival independent of tumor stage, currently the most reliable prognostic marker for NSCLC (22). Therefore, PKC
expression holds considerable promise as a novel prognostic tool to identify early-stage NSCLC patients at elevated risk of progression or relapse. Elevated risk patients could be candidates for aggressive adjuvant therapy and diligent surveillance after surgical removal of their primary tumor.
Third, like many other oncogenes, PKC
is a target for frequent, tumor-specific somatic genetic alteration by gene amplification. The PKC
gene resides at chromosome 3q26, the most frequent site of chromosomal gain in NSCLC (6, 23). PKC
gene amplification occurs frequently and correlates with PKC
expression in both established human NSCLC cell lines and primary NSCLC tumors. Therefore, PKC
gene amplification is an important mechanism driving PKC
overexpression in NSCLC. Because PKC
is required for NSCLC cell growth and tumorigenicity in vivo, our data provide compelling evidence that PKC
is a critical target for gene amplification within the 3q26 amplicon that promotes NSCLC carcinogenesis. Our results take on even broader significance given the fact that chromosome 3q26 amplification also occurs frequently in SCC of the head and neck (28), esophagus (25, 29), cervix (30), and ovary (6, 31). It is very likely that the PKC
gene is also amplified in these tumors.
Fourth, we show that PKC
is required for the transformed domain of NSCLC cells harboring PKC
gene amplification. Expression of a dominant-negative, kinase-deficient PKC
allele blocks the transformed growth of both H1299 and ChaGo cells in vitro. These results are consistent with our recent finding that PKC
is required for the transformed growth and tumorigenicity of human A549 lung adenocarcinoma cells (17), indicating that PKC
is required for transformation of many human NSCLC cells. We recently identified Rac1 as a critical downstream effector of PKC
-dependent transformation and elucidate a PKC
Rac1
Pak
MEK1,2
ERK1,2 signaling pathway that is necessary for A549 cell tumor growth in vivo (17). These results are interesting in light of those obtained in other cell systems. In chronic myelogenous leukemia cells, we showed that PKC
is required for Bcr-Abl-mediated transformation and identified NF-
B as a requisite downstream effector of PKC
-dependent cell survival (11, 12, 32). In contrast, in rat intestinal epithelial cells, we identified the small molecular weight GTPase Rac1 as a critical downstream effector of oncogenic Ras-mediated, PKC
-dependent transformation (19). Thus, it seems that PKC
can contribute to transformation through activation of at least two different signaling pathways depending upon cellular context. It will be of interest to determine whether the same or different PKC
signaling pathways are operative in other human tumor types.
In conclusion, this is the first report since the discovery of PKC almost 30 years ago to conclusively show that a PKC isozyme possesses the properties of a human oncogene. PKC
is overexpressed in NSCLC tumors. PKC
expression is predictive of poor clinical outcome. The PKC
gene is functionally targeted for genetic alteration in a significant subset of NSCLC tumors. PKC
activity is required for the transformed phenotype of NSCLC cells. Finally, PKC
activates a critical signaling pathway that is required for NSCLC tumor growth. Our finding that inhibition of PKC
signaling has a profound inhibitory effect on transformed growth, while having little or no effect on adherent cell growth, suggests that PKC
may be a particularly attractive target for the development of novel, mechanism-based therapies for the treatment of NSCLC. In this regard, we predict that NSCLC tumors harboring PKC
gene amplification may be particularly responsive to PKC
-directed therapies.
| Acknowledgments |
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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.
We thank Pam Kreinest for expert histology and immunohistochemical services, Aaron Bungum for coordinating human patient data and tissue access, and Dr. Wilma Lingle and the staff of the Tissue and Cell Molecular Analysis Shared Resource of the Mayo Clinic Comprehensive Cancer Center for processing of human patient tissues.
Received 7/ 7/05. Accepted 8/ 2/05.
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