Expression profiling of 21 biomolecules in locally advanced nasopharyngeal carcinomas of Caucasian patients
- Dimitrios Krikelis†1Email author,
- Mattheos Bobos†2,
- Georgia Karayannopoulou3,
- Liliana Resiga4,
- Sofia Chrysafi2,
- Epaminontas Samantas5,
- Dimitrios Andreopoulos6,
- Vassilios Vassiliou6,
- Elisabeta Ciuleanu4 and
- George Fountzilas1
© Krikelis et al.; licensee BioMed Central Ltd. 2013
Received: 6 October 2012
Accepted: 24 January 2013
Published: 29 January 2013
Since scarce data exist on the pathogenesis of nasopharyngeal carcinoma in Caucasian patients, we attempted to elucidate the responsible molecular pathways in this patient population.
Formalin-fixed paraffin-embedded tumor tissue samples from 107 patients, diagnosed with locally-advanced nasopharyngeal carcinoma and treated with chemotherapy or chemo-radiotherapy, were analyzed by immunohistochemistry for the expression of the following proteins: E-cadherin, P-cadherin, Fascin-1, Cyclin D1, COX-2, EGFR, VEGF-A, VEGF-C, VEGFR-2, VEGFR-3, ERCC1, p53, p63, Ki67, MAPT, phospho-p44/42MAPK, PTEN, phospho-AKT, phospho-mTOR, and phospho-GSK-3β. EBER status was assessed by in situ hybridization. The majority of the cases were included in tissue microarray. All stains were performed and assessed centrally by two pathologists. The median follow-up time was 76.8 (42.3 – 99.2) months.
Biomolecules expressed in >90% of cases were: p53, COX-2, P-cadherin, EBER, phospho-GSK-3β, and Fascin-1. WHO II+III tumors were more frequently EBER & PTEN positive and VEGF-A negative. Advanced age was significantly associated with positive phospho-GSK-3β and ERCC1 expression; male gender with positive phospho-AKT and phospho-p44/42MAPK; and worse performance status (1 or 2) with negative Ki67, ERCC1, PTEN, and phospho-mTOR expression. Earlier disease stage was closely associated with p63, MAPT, PTEN, and Cyclin D1 positivity. Univariate Cox regression analysis highlighted Cyclin D1 as a negative prognostic factor for disease-free survival (p=0.034) and EBER as a positive one for overall survival (p=0.048). In multivariate analysis, advanced age and stage, poor performance status, and positive ERCC1 emerged as predictors of worse disease-free and overall survival, as opposed to positive phospho-mTOR. Clustering analysis defined two protein-expression groups being predictive of better overall survival (p=0.043).
Our study is the first to examine the activation and interaction of established biomolecules and signaling pathways in Caucasian NPC patients in an effort to reveal new therapeutic targets.
KeywordsNasopharyngeal carcinoma Caucasian patients Immunohistochemistry Protein-expression profiling
Nasopharyngeal carcinoma (NPC) is unique in terms of epidemiology, pathogenesis, and physical history compared to the anatomically adjacent cancers of the head and neck area. Approaching nasopharyngeal cancer as a single entity is misleading, since it is comprised of separate histology subtypes characterized by variable radio- and chemo-sensitivity, distinct prevalence patterns and different outcome . Particularly, the nonkeratinizing undifferentiated subtype (WHO III) is endemic in southern China and common in Asian and African regions; Epstein-Barr virus (EBV) is implicated as the causal agent in the vast majority of these cases, characterized by a favorable prognosis. On the contrary, the keratinizing and the nonkeratinizing differentiated variants (WHO I and II, respectively) account together for 50%–75% of NPCs in the United States .
Evolution of personalized medicine is widely acknowledged as the only way to overcome the inherent limitations of chemotherapy . As a matter of fact, research on the development of prognostic and predictive markers in head and neck squamous cell carcinomas (HNSCC) has led to the incorporation of cetuximab, an anti-EGFR monoclonal antibody, into the contemporary therapeutic management. However, these advances are not applicable to NPC arena, for which translational research has not yielded remarkable outcomes yet. As a result, NPC is still managed as a homogeneous disease and the prognosis of patients diagnosed in advanced stage remains poor . Notably, the main bulk of research efforts originate from the Far East, thus questioning the potential application of any findings to NPC patients of Caucasian origin.
Building upon these prerequisites, our group performed a comprehensive, mostly immunohistochemical (IHC), expression profiling of 21 biomolecules from tumors of locally advanced NPC (LA-NPC) Caucasian patients treated with chemotherapy or chemo-radiotherapy (CRT) in the context of a Hellenic Cooperative Oncology Group (HeCOG) randomized trial . Biomolecules were selected on the basis of a wide representation of signaling pathways and processes critical in driving carcinogenesis, such as angiogenesis, cell adhesion, assembly, proliferation and differentiation, cell cycle and transcription regulation, DNA repair, microtubule assembly, and inflammation mediation.
To the best of our knowledge, this is the first report of such a broad protein expression profiling in a considerable number of Caucasian NPC patients.
The clinical study – ethics approval
This is a translational study in LA-NPC patients performed as an extension of a randomized trial, conducted by HeCOG , which tested the addition of induction chemotherapy (cisplatin 75 mg/m2, epirubicin 75 mg/m2 and paclitaxel 175 mg/m2 every 3 weeks) (patient Group A) to the standard approach of concurrent chemo-radiotherapy with cisplatin (patient Group B). The main eligibility criteria were as follows: (i) biopsy-proven, previously untreated WHO type I, II or III NPC; (ii) age >15 years; (iii) stage II–IVB according to the American Joint Committee on Staging of Cancer classification (AJCC 7th edition, 2009); (iv) measurable or evaluable disease; (v) no other primary tumors; (vi) performance status (PS) of 0–2 according to the Eastern Cooperative Oncology Group (ECOG) scale.
Tissue paraffin blocks and peripheral blood for DNA analysis were prospectively collected from each patient registered in the study. The clinical protocol and collateral translational research studies were approved by the HeCOG Protocol Review Committee, the Institutional Review Boards in participating institutions and the Bioethics Committee of the Aristotle University of Thessaloniki School of Medicine under the general title: “Investigation of putative predictive or prognostic biomarkers in patients with locally advanced nasopharyngeal carcinoma”. The study was also registered at the Australian New Zealand registry (ACTRN 12609000730202). Prior to randomization each patient provided a study-specific written informed consent and optionally a separate informed consent for the provision of biological material for future research studies.
Tissue samples for molecular analysis
Tumor tissue specimens were arrayed (3 cores per case, 0.6 mm in diameter) into a recipient paraffin block using a manual arrayer (MTA-1, Beecher Instruments, Sun Prairie, WI, USA). Representative cores from normal (colon, tonsil, placenta, kidney, thyroid, breast, and prostate) and cancerous tissues (melanoma, testicular seminoma, colon carcinoma, squamous head and neck carcinoma, and endometrial carcinoma) were also loaded on the TMA block, serving as positive and negative assay controls.
Chromogenic in situ hybridization
In order to detect latent EBV infection , CISH assays were performed on serial 4 μm-thick sections from the original blocks and the TMA block, using a Bond Max™ autostainer (Leica Microsystems, Wetzlar, Germany), according to the provider’s specifications as described in detail elsewhere . The poly-A probe, used as an indicator of the preservation of mRNA in the cells (positive control), resulted mainly in dark brown nuclear staining and less in a cytoplasmic one.
Immunohistochemistry – selection of proteins
Studied proteins, primary antibodies, source and dilutions of antibodies, staining patterns, and interpretation (cut-off) criteria used in the present study
Antibody [clone, source]
Cell adhesion molecules
20 min / ER1
20 min / ER2
Cell assembly molecules
20 min / ER1
10 min / Enzyme 1
Cell cycle regulators
20 min / ER1
Cell growth molecules
20 min / ER2
20 min / ER1
20 min / ER1
Cell proliferation molecules
15 min / ER2
8 min / Enzyme 2
20 min / ER2
15 min / ER1
DNA repair molecules
15 min / ER2
20 min / ER1
20 min / ER1
20 min / ER1
C, N, C/N
Molecules with kinase activity
20 min / ER2
C, N, C/N
20 min / ER1
C, N, C/N
20 min/ ER1
C, N, C/N
Transcriptional activator or repressor
20 min / ER2
20 min / ER2
C, N, C/N
Evaluation of the CISH and IHC
The evaluation of CISH and IHC stained sections was done simultaneously by two pathologists (G.K. and M.B.) blinded as to the patients’ clinical characteristics and survival data, according to the criteria quoted in Table 1. Tumor cells containing EBER transcripts were evaluated as positive when an intense, brown, predominantly nuclear staining was present in >1% of tumor cells . Only poly-A probe positive cases were evaluable for EBER status. IHC cut-off values were defined prospectively, based on distributional analyses in frequency histograms and the medical literature. In order not to miss cut-off values with prognostic utility, a Receiver-Operating Curve analysis of IHC staining scores was followed with disease progression as the indicator parameter; this analysis failed to show any cut-off with significant sensitivity and specificity (Table 1). Based on the selected IHC cut-offs, protein expression status was defined for each tumor as either negative or positive, except for Ki67 which was graded as low (≤13%) or high (>13%). Representative cases of CISH and IHC staining are presented in Additional file 1: Figure S1.
Categorical data are displayed as frequencies and corresponding percentages, while continuous data by median and range. For the comparison of continuous data the non-parametric Kruskall Wallis test was used, while the comparison of categorical data between groups was performed by Fisher’s exact or Pearson chi-square tests, where appropriate. Overall survival (OS) was measured from the date of treatment randomization to patient’s death or last contact. Progression-free survival (PFS) was measured from the date of treatment randomization to documented disease progression, death without prior documented progression or last contact. Time-to-event distributions were presented using Kaplan-Meier curves and compared using the log-rank test. Unsupervised hierarchical clustering analysis using the majority of the examined biomarkers was conducted. Univariate Cox regression analyses were performed for OS and PFS, to assess the prognostic or predictive significance of biomarkers adjusted for treatment. A backward selection procedure with a removal criterion of p>0.10 was performed in the multivariate Cox regression analysis in order to identify significant factors among examined biomarkers, basic clinicopathological characteristics (categorized as given in Additional file 2: Table S1) and treatment group. For all comparisons the level of significance was set at α=0.05. All results are presented according to reporting recommendations for tumor marker prognostic studies . Analyses were performed with the use of the SPSS v. 17.0 (SPSS, Inc., Chicago, IL), JMP version 8 and SAS version 9.3 (SAS, Institute Inc., Cary, NC, USA).
Patient and tumor characteristics – survival times
Patient demographics and disease characteristics
History of smoking
The patients have been followed for an additional period of 21.8 months compared to the respective clinical study . After a median follow-up time of 76.8 months (range 42.3-99.2 months), 3-year PFS and OS rate for all patients in the study were 60.7% and 66.4%, respectively. Mean PFS and OS for all patients were 49.7 months and 52.9 months, respectively. No statistically significant differences emerged when time-to-event times were analyzed with respect to the treatment group (mean PFS: 51.1 months for Group A vs. 47.4 months for Group B, p = 0.65; mean OS: 53.4 months for Group A vs. 51.7 months for Group B, p = 0.938).
Frequency of IHC marker expression
Frequency of immunohistochemical expression of the examined biomarkers in nasopharyngeal carcinoma (sorted from the most frequently expressed to the least frequently ones)
No of Cases
Association of protein expression with clinicopathological characteristics and response to treatment
The statistically significant correlations of patients’ clinicopathological characteristics with the IHC proteins expression are presented in Additional file 2: Table S1. Notably, PTEN and p63 expression patterns were clearly linked with favorable characteristics: patient PS and T stage (for the former), T and AJCC TNM stage (for the latter). Positive phospho-AKT (p-AKT) and phospho-p44/42MAPK (p-MAPK) expression were related to male gender, positive p-GSK-3β and ERCC1 expression depicted a more advanced age at diagnosis, and deficiency of ERCC1 and p-mTOR expression were correlated to poor patient PS. As expected, positive EBER expression status was linked to WHO Type III histology. Unexpectedly, Ki67-positive tumors were more frequently associated with earlier N stage and good PS; likewise, Cyclin D1 expression was more often positive in tumors of earlier AJCC TNM stage.
Associations between the expression status of the tested biomarkers and response to treatment did not reveal significant predictive values for any of them (Data not shown).
Paired associations of protein expression as detected by IHC
Additional file 3: Table S2 presents all statistically significant paired associations of protein IHC expression. The most interesting paired interactions were as follows: p63/p-AKT, p63/Ki67, p-AKT/Ki67, p-AKT/ERCC1, Ki67/ERCC1, Ki67/PTEN, Ki67/Cyclin D1, p-mTOR/ERCC1, and p-mTOR/VEGFR3.
Consequently, the most informative biomarkers in NPC with regards to IHC expression were: p63, p-AKT, Ki67, ERCC1, CyclinD1, p53, COX-2, and p-mTOR.
Profiling cluster models of protein expression
In an effort to study the complex interactions among the examined biomarkers, cluster analysis of the IHC protein expression was performed.
A following step was to look at a more compact set of protein targets (such as p-AKT, p-mTOR, PTEN, VEGF-A, ERCC1, and p53) based on their relative significance in driving carcinogenesis or their possible synergistic action. In this case, no cluster appeared to confer prognostic information for any of the endpoints tested.
Univariate Cox regression analysis for the examined biomarkers adjusted for treatment
Group B vs. Group A
Group B vs. Group A
Multivariate Cox model for progression-free survival
Group B vs. Group A
1-2 vs. 0
IV vs. II-III
Positive vs. Negative
Positive vs. Negative
Multivariate Cox model for overall survival
Group B vs. Group A
1-2 vs. 0
IV vs. II-III
Positive vs. Negative
Positive vs. Negative
Particularly, advanced age, the addition of induction chemotherapy, poor PS, AJCC stage IV, and positive ERCC1 expression were associated with a higher probability of disease progression and death. On the contrary, positive p-mTOR expression was related to a decreased risk of progression and death (Additional file 4: Figures S2).
Compared to the preliminary analyses performed in the context of the respective clinical study , Ki67 and p63 lost their independent prognostic value in the longer follow-up, in contrast to age, PS, and AJCC TNM stage which maintained their significance.
In contrast to the progress seen in the molecular classification, pathogenesis elucidation and management of quite a few neoplasms, little has been achieved towards personalized approach in the NPC field so far. In contrast to the paradigm of other neoplasms, no activating mutations, such as EGFR or PI3K, are known to drive nasopharyngeal carcinogenesis [14, 15]. It seems that nasopharyngeal carcinogenesis is far more composite than the almost ubiquitous EBV presence depicts. As a result, survival rates of patients with advanced disease remain poor, especially for non-endemic populations . During the last few years, we have witnessed combined efforts to unravel NPC pathogenesis by utilization of multiple gene expression profile datasets, definition of novel gene signatures and molecular or cytokine markers, integration of miRNA technologies, and exploration of epigenetics.
The present study incorporates novel features which differentiate it from the rest utilizing IHC in NPC. In particular, 21 protein targets have been simultaneously profiled for their expression levels in nasopharyngeal tumors, in order to observe possible cross-talks between pathways. Biomarkers were carefully chosen, in order to include representatives from as many as possible oncogenic processes, as reviewed recently . In view of this, the clustering analysis performed is considered even more informative. More importantly, the study population was a Caucasian one, representing not only the entire Greek region but also the Balkan Peninsula, since HECOG-affiliated hospitals from both Greece and Romania have participated in this study. Although a considerable number of Caucasian NPC patients have been studied during the last decades [18–23], the respective series have either focused just on clinical parameters or have investigated only a limited number of biomarkers.
The high frequency of EBER CISH expression was not surprising, even for the Caucasian population of our study, as EBV infection is almost ubiquitous globally and plays a major role in the pathogenesis of NPC in both endemic and non-endemic areas . Generally, our study confirmed that the well-established characteristics of EBV-related NPC are also applicable to Caucasian NPC patients. Namely, the strong connection of EBV to WHO Type II and III histology as well as to the more favorable disease course . Importantly, the univariate analysis indicated EBER expression as a significant prognostic factor of improved OS.
Cyclin D1 is one of the key proteins involved in cell cycle control, a process considered as critical in the development of NPC . Although our study did not find as high uniform Cyclin D1 expression as reported in the literature , IHC expression levels were interestingly informative. Firstly, a statistically significant association between Cyclin D1 and Ki67 as well as between Cyclin D1 and p-AKT expression was indicated, pointing to an active cell proliferation axis, which has already been investigated as a therapeutic target in NPC . More importantly, univariate analysis pointed to a predictive role for Cyclin D1 protein levels, as differences in PFS and OS emerged only when the study population was adjusted for treatment. In particular, patients treated with induction chemotherapy prior to chemo-radiotherapy fared significantly better (in terms of PFS) in the case of positive Cyclin D1 expression, while in the absence of Cyclin D1 this finding was inverted (for OS). Consequently, it seems that tumors with enhanced Cyclin D1 function are vulnerable to more aggressive treatment. This result is in fine agreement with the reported radio-sensitivity of Cyclin-enriched nasopharyngeal , laryngeal , and breast  cancers.
The function of p63, a transcription factor and member of the p53 family, is rather complicated in NPC, since two major classes of p63 isoforms have been identified: the full-length TAp63 and the N-terminal truncated ΔNp63 . The two isoforms exert opposite purposes; TAp63 isoform has similar function to the wild-type p53 protein, while ΔNp63 is thought to antagonize TAp63 and p53 in target gene regulation. Each isoform can be targeted by a specific antibody for IHC evaluation, while a pan-p63 one binds to common epitopes. Consequently, reports of overexpression and oncogenic properties of p63 in NPC [30, 31] should be construed through this prism, also bearing in mind that the predominant isoform is the truncated ΔNp63 one. In our study, a pan-p63 antibody was utilized, thus limiting the importance of the borderline favorable prognostic value for OS, which emerged for p63 in the univariate analysis. Accordingly, the strong correlation of p63 expression with p-AKT and Ki67 as well as its association with early disease stage should be interpreted with caution.
The virtual absence of p16 IHC expression in our study (only 5% positive tumors) has been constitutively documented in nasopharyngeal cancers , attributable mainly to aberrant methylation or even to gene deletion. In contrast to reports supporting a predictive role of p16 to both chemotherapy (5-flouoruracil and cisplatin)  and radiotherapy , our study did not find any connection of p16 protein expression with disease outcome. Likewise, despite the documented unfavorable value of p16 expression in NPC [7, 35], such a role did not emerge in our study. The inevitable small number of p16-positive cases undoubtedly calls for a cautious reading of these results.
Activation of the PI3K/AKT/mTOR pathway has been reported in NPC several years ago . AKT phosphorylation can be either a result of LMP1  or EGFR  action on PI3K or a compensatory consequence of decreased PTEN levels . However, EBER/p-AKT or EGFR/p-AKT protein interactions did not emerge in our study. Moreover, the comparable expression levels of p-AKT and PTEN argue in favor of a downward activation of AKT instead of a compensatory one. p-AKT association with the Ki67 status may reflect the known propensity of AKT-activated NPC to metastasize ; however, we could not confirm the contribution of decreased E-cadherin levels to this phenomenon .
Cadherin IHC expression did not acquire any significance in our study with regard to disease prognosis or association with the rest biomolecules examined. Despite the reported depletion of E-Cadherin expression in NPC tissues in comparison to the normal ones [32, 41], a high level of IHC expression was observed in our study, both for P- and for E-Cadherin. One possible explanation is the low IHC cut-off that was selected, compared to other reports . On the other hand, the enhanced Cadherin expression might not merely be an artifact but could reflect a lack of its contribution to NPC pathogenesis in Caucasian patients. Such a scenario would justify the absence of any unfavorable prognostic value, contrary to reports of low tumor Cadherin levels in NPC patients with advanced disease stage and decreased survival .
The predictive role of high ERRC1 protein levels to cisplatin-containing regimens has been firstly described in ovarian cancer 20 years ago . However, it was only recently that similar reports were published in NPC . In line with this evidence, multivariate analysis in our study showed a significant unfavorable association of increased ERCC1 expression with both PFS and OS. Since cisplatin was the chemotherapy backbone in both patient groups, this outcome could be explained as a negative predictive effect of high ERCC1 protein levels. In addition, a poor prognostic value of ERCC1 could also be contemplated, as increased ERCC1 protein levels were significantly associated with aggressive disease characteristics, such as positive Ki67 and p-AKT IHC expression.
Loss of PTEN expression is a frequent event in NPC , accounting for the extensive deregulation of cellular signaling pathways (e.g. PI3K/AKT/mTOR and Wnt) and the metastatic propensity via induction of the epithelial-mesenchymal transition phenotype. Our study, in line with the literature evidence, has found a relatively low rate of PTEN expression. Moreover, PTEN presence was significantly associated with early tumor stage, a finding which has been also described in Chinese NPC patients .
Increased COX-2 IHC expression in NPC has been linked to the presence of lymph node metastasis  and worse survival, as well to enhanced sensitivity to the radiotherapy effects . In contrast to such well-established evidence, no prognostic or predictive role for COX-2 was revealed in our study, despite the higher COX-2 expression frequency compared to previous reports . However, in line with our observations are a few studies  which indicate no prognostic significance of COX-2 or even a positive one , thus perplexing COX-2 contribution to NPC pathogenesis. Commonly reported co-expression patterns, such as COX-2/EGFR/VEGF , COX-2/EGFR , and COX-2/LMP1  were not confirmed in the present study. The axis LMP1/COX-2/VEGF , in which COX-2 is promoted by LMP1 and subsequently induces VEGF, was also not manifested in our Caucasian patient series.
However extensive our investigation was, a bunch of biomolecules and processes were not shown to contribute in any way to NPC pathogenesis, despite the strong literature evidence to the contrary. In particular, p-MAPK was neither evident in our tumor series nor was clinically significant, counter to reports of an activated and tumor-promoting MAPK in NPC . Likewise, despite p-GSK-3β being reported as a vital member of the PI3K/AKT/GSK-3β/Cyclin D1 pathway in NPC promotion [26, 36, 46], the present study did not result in such evidence. Similarly, p53 expression was not informative in terms of disease prognosis or interaction with any other biomarker. Several reports state the overexpression or accumulation of p53 protein in the vast majority of NPC  and a resulting tumor-promoting role ; however, p53 expression was not detected to that extent in our study. Anyway, the functional status of p53 is disputable in NPC , which could explain the absence of its prognostic value , as indicated also in our study. The antagonizing effect of ΔNp63 protein on p53, as quoted above, renders the conclusion-making procedure even more insecure. Fascin, an actin cross-linking protein, has been implicated in the progression of various neoplasms, including NPC, mainly through the promotion of cell migration and adhesion . In spite of Fascin’s high expression frequency in our study, any significant correlation of Fascin-1 to NPC pathogenesis cannot be implied.
The absence of any prognostic role for EGFR in our Caucasian population, despite its high expression frequency, is a result which needs particular consideration. There is a substantial bulk of evidence concerning the unfavorable prognostic value of EGFR both for disease stage and for outcome , even in Caucasian populations , the only exception being a recent Korean study . Additionally, several co-expression patterns have been described, such as EGFR/COX-2 [53, 54], EGFR/VEGF , and EGFR/AKT , not being manifested in our series. Although EBV presence is believed to induce EGFR , such a paired expression model was also not found. The paucity of EGFR-expression information in the present study could be interpreted in the context of the evolving understanding of EGFR role in NPC pathogenesis; EGFR downstream signaling molecules are numerous in NPC and are still being defined . The relative inefficacy of EGFR-targeting attempts in NPC , in contrast to HNSCC , serves as a reminder of the underlying complexity.
VEGF-A and -C expression status were also not informative with regard to prognosis or any association with clinicopathological variables. In spite of the abundant literature references of an adverse prognostic role of VEGF expression in NPC [67, 68] and VEGF-C in particular , no such effect was shown. Furthermore, several co-expression pairs have been repeatedly described, mainly between VEGF, COX-2, EGFR, and LMP1 [56, 70], which were not prominent in our tumor series. Anyway, the exact setting in which angiogenesis exerts its tumor-promoting action needs to be clarified, as depicted by the modest results of anti-angiogenic therapy so far .
Phosphorylated-mTOR expression emerged as an independent favorable prognostic factor in multivariate analysis, although with borderline significance. mTOR is linked with a promoting role in nasopharyngeal carcinogenesis  and a unanimous adverse prognostic value in NPC , which is alleviated by mTOR inhibition ; thus, the aforementioned result is considered as unexpected. Possible hypotheses for this discrepancy are: a) the presence of p53 expression in all p-mTOR tumors could account for a favorable outcome upon treatment and b) multiple comparisons in a sample underpowered for such exhausting statistical analyses could lead to an artifact. Similarly, the association of increased Ki67 with an earlier N stage and good PS is rather surprising and could be attributed either to a statistical artifact, as mentioned above, or to the IHC cut-off level which have been used.
Clustering analysis did not reveal any discriminator group of genes/biomolecules which could portray a specific driving scenario of carcinogenesis in NPC. Moreover, no NPC subtype emerged on the basis of differential protein expression, which could point towards potential therapeutic targets. Following the breast cancer paradigm , the reported gene-profiling approaches in NPC end up to different gene sets [75, 76], calling once again for the need of bioinformatics implementation to data interpretation.
It should be noted that the reported high frequency of WHO Type I NPC histology in Caucasian populations (approximately 25%)  was not represented in our study (only 9%). Possibly, Balkan NPC patients represent an intermediate population in terms of epidemiology, as Balkan Peninsula shares the Mediterranean Basin and neighbors to North Africa, which is a known endemic NPC area.
The results of the present study should be interpreted on the notion of the inherent limitations of IHC. Protein expression levels often mirror the mechanisms leading to cellular growth deregulation; however, they have to be translated along with the coexisting genetic and epigenetic alterations. Moreover, clustering analysis is unable to provide a perfect outline of the complex interactions between the tumor-promoting networks; small-size samples and multiple comparisons undermine the validity of the results. Last but not least, since several phospho-antibodies were utilized, consideration should be paid to the disputable reliability of FFPE IHC for phosphorylated epitopes .
Despite the existence of published evidence to the contrary, the extensive IHC study and profiling of a broad variety of biomolecules did not result in tangible conclusions for many of them. However, our study came to conclusions which could represent a step forward in disclosing the pathogenesis of NPC in Caucasian populations. The favorable prognostic value of EBER and p63, the treatment-dependent prognostic significance of Cyclin D1, as well as the independent prognostic value of ERCC1 and p-mTOR protein levels could be pointed as the most interesting ones. What lies ahead is the prospective validation of these biomarkers and, hopefully, a meaningful benefit for NPC patients.
Head and neck squamous cell carcinomas
Locally advanced NPC
Hellenic Cooperative Oncology Group
EBV-related small RNA
Chromogenic in situ hybridization
Hematoxylin and eosin
Overall response rate
Eastern Cooperative Oncology Group.
Erasmia Andrianou, biostatistician, has contributed to the Statistical Analysis.
- Chang ET, Adami HO: The enigmatic epidemiology of nasopharyngeal carcinoma. Cancer Epidemiol Biomarkers Prev. 2006, 15 (10): 1765-1777. 10.1158/1055-9965.EPI-06-0353.View ArticlePubMed
- Curado MP, Edwards B, Shin H, Storm H, Ferlay J, Heanue M, Boyle P: Cancer Incidence in Five Continents. 2007, Lyon, France: IARC Scientific Publications
- Dancey JE, Bedard PL, Onetto N, Hudson TJ: The genetic basis for cancer treatment decisions. Cell. 2012, 148 (3): 409-420. 10.1016/j.cell.2012.01.014.View ArticlePubMed
- Lee AW, Sze WM, Au JS, Leung SF, Leung TW, Chua DT, Zee BC, Law SC, Teo PM, Tung SY: Treatment results for nasopharyngeal carcinoma in the modern era: the Hong Kong experience. Int J Radiat Oncol Biol Phys. 2005, 61 (4): 1107-1116. 10.1016/j.ijrobp.2004.07.702.View ArticlePubMed
- Fountzilas G, Ciuleanu E, Bobos M, Kalogera-Fountzila A, Eleftheraki AG, Karayannopoulou G, Zaramboukas T, Nikolaou A, Markou K, Resiga L: Induction chemotherapy followed by concomitant radiotherapy and weekly cisplatin versus the same concomitant chemoradiotherapy in patients with nasopharyngeal carcinoma: a randomized phase II study conducted by the Hellenic Cooperative Oncology Group (HeCOG) with biomarker evaluation. Ann Oncol. 2012, 23 (2): 427-435. 10.1093/annonc/mdr116.View ArticlePubMed
- Chang KL, Chen YY, Shibata D, Weiss LM: Description of an in situ hybridization methodology for detection of epstein-barr virus RNA in paraffin-embedded tissues, with a survey of normal and neoplastic tissues. Diagn Mol Pathol. 1992, 1 (4): 246-255.View ArticlePubMed
- Hwang CF, Cho CL, Huang CC, Wang JS, Shih YL, Su CY, Chang HW: Loss of cyclin D1 and p16 expression correlates with local recurrence in nasopharyngeal carcinoma following radiotherapy. Ann Oncol. 2002, 13 (8): 1246-1251. 10.1093/annonc/mdf215.View ArticlePubMed
- Cheang MC, Chia SK, Voduc D, Gao D, Leung S, Snider J, Watson M, Davies S, Bernard PS, Parker JS: Ki67 index, HER2 status, and prognosis of patients with luminal B breast cancer. J Natl Cancer Inst. 2009, 101 (10): 736-750. 10.1093/jnci/djp082.PubMed CentralView ArticlePubMed
- Dabbs DJ, Sturtz K, Zaino RJ: The immunohistochemical discrimination of endometrioid adenocarcinomas. Hum Pathol. 1996, 27 (2): 172-177. 10.1016/S0046-8177(96)90371-8.View ArticlePubMed
- Bamias A, Karina M, Papakostas P, Kostopoulos I, Bobos M, Vourli G, Samantas E, Christodoulou C, Pentheroudakis G, Pectasides D: A randomized phase III study of adjuvant platinum/docetaxel chemotherapy with or without radiation therapy in patients with gastric cancer. Cancer Chemother Pharmacol. 2010, 65 (6): 1009-1021. 10.1007/s00280-010-1256-6.View ArticlePubMed
- Rakha EA, Putti TC, Abd El-Rehim DM, Paish C, Green AR, Powe DG, Lee AH, Robertson JF, Ellis IO: Morphological and immunophenotypic analysis of breast carcinomas with basal and myoepithelial differentiation. J Pathol. 2006, 208 (4): 495-506. 10.1002/path.1916.View ArticlePubMed
- Fan SQ, Ma J, Zhou J, Xiong W, Xiao BY, Zhang WL, Tan C, Li XL, Shen SR, Zhou M: Differential expression of epstein-barr virus-encoded RNA and several tumor-related genes in various types of nasopharyngeal epithelial lesions and nasopharyngeal carcinoma using tissue microarray analysis. Hum Pathol. 2006, 37 (5): 593-605. 10.1016/j.humpath.2006.01.010.View ArticlePubMed
- McShane LM, Altman DG, Sauerbrei W, Taube SE, Gion M, Clark GM: Reporting recommendations for tumor marker prognostic studies. J Clin Oncol. 2005, 23 (36): 9067-9072. 10.1200/JCO.2004.01.0454.View ArticlePubMed
- Yip WK, Leong VC, Abdullah MA, Yusoff S, Seow HF: Overexpression of phospho-Akt correlates with phosphorylation of EGF receptor, FKHR and BAD in nasopharyngeal carcinoma. Oncol Rep. 2008, 19 (2): 319-328.PubMed
- Lee SC, Lim SG, Soo R, Hsieh WS, Guo JY, Putti T, Tao Q, Soong R, Goh BC: Lack of somatic mutations in EGFR tyrosine kinase domain in hepatocellular and nasopharyngeal carcinoma. Pharmacogenet Genomics. 2006, 16 (1): 73-74. 10.1097/01.fpc.0000184959.82903.02.View ArticlePubMed
- Sun LM, Li CI, Huang EY, Vaughan TL: Survival differences by race in nasopharyngeal carcinoma. Am J Epidemiol. 2007, 165 (3): 271-278.View ArticlePubMed
- Chou J, Lin YC, Kim J, You L, Xu Z, He B, Jablons DM: Nasopharyngeal carcinoma–review of the molecular mechanisms of tumorigenesis. Head Neck. 2008, 30 (7): 946-963. 10.1002/hed.20833.PubMed CentralView ArticlePubMed
- Jiong L, Berrino F, Coebergh JW: Variation in survival for adults with nasopharyngeal cancer in Europe, 1978–1989. EUROCARE Working Group. Eur J Cancer. 1998, 34 (14 Spec No): 2162-2166.View ArticlePubMed
- Ertan Y, Hekimgil M, Karaarslan S, Soydan S: Expression of epstein-barr-virus-encoded small nuclear RNA in nasopharyngeal carcinomas of aegean Turkish patients. Virchows Arch. 2008, 452 (4): 411-414. 10.1007/s00428-008-0589-6.View ArticlePubMed
- d’Espiney Amaro C, Montalvao P, Henriques P, Magalhaes M, Olias J: Nasopharyngeal carcinoma: our experience. Eur Arch Otorhinolaryngol. 2009, 266 (6): 833-838. 10.1007/s00405-008-0822-6.View ArticlePubMed
- Terzic TT, Boricic MI, Pendjer IP, Ruzic Zecevic DT, Tomanovic NR, Brasanac DC, Boricic IV: Prognostic significance of clinical parameters and epstein-barr virus infection in non-endemic undifferentiated carcinoma of nasopharyngeal type: a serbian report. Med Oncol. 2011, 28 (4): 1325-1330. 10.1007/s12032-010-9551-y.View ArticlePubMed
- Sidler D, Thum P, Winterhalder R, Huber G, Haerle SK: Undifferentiated carcinoma of nasopharyngeal type (UCNT): a Swiss single-institutional experience during 1990–2005. Swiss Med Wkly. 2010, 140 (19–20): 273-279.PubMed
- Pasini E, Caggiari L, Dal Maso L, Martorelli D, Guidoboni M, Vaccher E, Barzan L, Franchin G, Gloghini A, De Re V: Undifferentiated nasopharyngeal carcinoma from a nonendemic area: protective role of HLA allele products presenting conserved EBV epitopes. Int J Cancer. 2009, 125 (6): 1358-1364. 10.1002/ijc.24515.View ArticlePubMed
- Nakao K, Mochiki M, Nibu K, Sugasawa M, Uozaki H: Analysis of prognostic factors of nasopharyngeal carcinoma: impact of in situ hybridization for epstein-barr virus encoded small RNA 1. Otolaryngol Head Neck Surg. 2006, 134 (4): 639-645. 10.1016/j.otohns.2005.11.022.View ArticlePubMed
- Hui AB, Or YY, Takano H, Tsang RK, To KF, Guan XY, Sham JS, Hung KW, Lam CN, van Hasselt CA: Array-based comparative genomic hybridization analysis identified cyclin D1 as a target oncogene at 11q13.3 in nasopharyngeal carcinoma. Cancer Res. 2005, 65 (18): 8125-8133. 10.1158/0008-5472.CAN-05-0648.View ArticlePubMed
- Ong CS, Zhou J, Ong CN, Shen HM: Luteolin induces G1 arrest in human nasopharyngeal carcinoma cells via the Akt-GSK-3beta-Cyclin D1 pathway. Cancer Lett. 2010, 298 (2): 167-175. 10.1016/j.canlet.2010.07.001.View ArticlePubMed
- Yoo SS, Carter D, Turner BC, Sasaki CT, Son YH, Wilson LD, Glazer PM, Haffty BG: Prognostic significance of cyclin D1 protein levels in early-stage larynx cancer treated with primary radiation. Int J Cancer. 2000, 90 (1): 22-28. 10.1002/(SICI)1097-0215(20000220)90:1<22::AID-IJC3>3.0.CO;2-T.View ArticlePubMed
- Turner BC, Gumbs AA, Carter D, Glazer PM, Haffty BG: Cyclin D1 expression and early breast cancer recurrence following lumpectomy and radiation. Int J Radiat Oncol Biol Phys. 2000, 47 (5): 1169-1176. 10.1016/S0360-3016(00)00525-3.View ArticlePubMed
- Crook T, Nicholls JM, Brooks L, O’Nions J, Allday MJ: High level expression of deltaN-p63: a mechanism for the inactivation of p53 in undifferentiated nasopharyngeal carcinoma (NPC)?. Oncogene. 2000, 19 (30): 3439-3444. 10.1038/sj.onc.1203656.View ArticlePubMed
- Fotheringham JA, Mazzucca S, Raab-Traub N: Epstein-Barr virus latent membrane protein-2A-induced DeltaNp63alpha expression is associated with impaired epithelial-cell differentiation. Oncogene. 2010, 29 (30): 4287-4296. 10.1038/onc.2010.175.PubMed CentralView ArticlePubMed
- Chiang CT, Chu WK, Chow SE, Chen JK: Overexpression of delta Np63 in a human nasopharyngeal carcinoma cell line downregulates CKIs and enhances cell proliferation. J Cell Physiol. 2009, 219 (1): 117-122. 10.1002/jcp.21656.View ArticlePubMed
- Huang GW, Mo WN, Kuang GQ, Nong HT, Wei MY, Sunagawa M, Kosugi T: Expression of p16, nm23-H1, E-cadherin, and CD44 gene products and their significance in nasopharyngeal carcinoma. Laryngoscope. 2001, 111 (8): 1465-1471. 10.1097/00005537-200108000-00025.View ArticlePubMed
- Chow LS, Wang X, Kwong DL, Sham JS, Tsao SW, Nicholls JM: Effect of p16INK4a on chemosensitivity in nasopharyngeal carcinoma cells. Int J Oncol. 2000, 17 (1): 135-140.PubMed
- Lin HS, Berry GJ, Sun Z, Fee WE: Cyclin D1 and p16 expression in recurrent nasopharyngeal carcinoma. World J Surg Oncol. 2006, 4: 62-10.1186/1477-7819-4-62.PubMed CentralView ArticlePubMed
- Makitie AA, MacMillan C, Ho J, Shi W, Lee A, O’Sullivan B, Payne D, Pintilie M, Cummings B, Waldron J: Loss of p16 expression has prognostic significance in human nasopharyngeal carcinoma. Clin Cancer Res. 2003, 9 (6): 2177-2184.PubMed
- Morrison JA, Gulley ML, Pathmanathan R, Raab-Traub N: Differential signaling pathways are activated in the Epstein-Barr virus-associated malignancies nasopharyngeal carcinoma and Hodgkin lymphoma. Cancer Res. 2004, 64 (15): 5251-5260. 10.1158/0008-5472.CAN-04-0538.View ArticlePubMed
- Mei YP, Zhou JM, Wang Y, Huang H, Deng R, Feng GK, Zeng YX, Zhu XF: Silencing of LMP1 induces cell cycle arrest and enhances chemosensitivity through inhibition of AKT signaling pathway in EBV-positive nasopharyngeal carcinoma cells. Cell Cycle. 2007, 6 (11): 1379-1385. 10.4161/cc.6.11.4274.View ArticlePubMed
- Ma BB, Lui VW, Hui EP, Lau CP, Ho K, Ng MH, Cheng SH, Tsao SW, Chan AT: The activity of mTOR inhibitor RAD001 (everolimus) in nasopharyngeal carcinoma and cisplatin-resistant cell lines. Invest New Drugs. 2010, 28 (4): 413-420. 10.1007/s10637-009-9269-x.View ArticlePubMed
- Liu Y, Chen LH, Yuan YW, Li QS, Sun AM, Guan J: Activation of AKT is associated with metastasis of nasopharyngeal carcinoma. Tumour Biol. 2012, 33 (1): 241-245. 10.1007/s13277-011-0272-4.View ArticlePubMed
- Yip WK, Seow HF: Activation of phosphatidylinositol 3-kinase/Akt signaling by EGF downregulates membranous E-cadherin and beta-catenin and enhances invasion in nasopharyngeal carcinoma cells. Cancer Lett. 2012, 318 (2): 162-172. 10.1016/j.canlet.2011.12.018.View ArticlePubMed
- Krishna SM, Kattoor J, Balaram P: Down regulation of adhesion protein E-cadherin in epstein-barr virus infected nasopharyngeal carcinomas. Cancer Biomark. 2005, 1 (6): 271-277.PubMed
- Galera-Ruiz H, Rios MJ, Gonzalez-Campora R, de Miguel M, Carmona MI, Moreno AM, Galera-Davidson H: The cadherin-catenin complex in nasopharyngeal carcinoma. Eur Arch Otorhinolaryngol. 2011, 268 (9): 1335-1341. 10.1007/s00405-010-1464-z.PubMed CentralView ArticlePubMed
- Zheng Z, Pan J, Chu B, Wong YC, Cheung AL, Tsao SW: Downregulation and abnormal expression of E-cadherin and beta-catenin in nasopharyngeal carcinoma: close association with advanced disease stage and lymph node metastasis. Hum Pathol. 1999, 30 (4): 458-466. 10.1016/S0046-8177(99)90123-5.View ArticlePubMed
- Dabholkar M, Bostick-Bruton F, Weber C, Bohr VA, Egwuagu C, Reed E: ERCC1 and ERCC2 expression in malignant tissues from ovarian cancer patients. J Natl Cancer Inst. 1992, 84 (19): 1512-1517. 10.1093/jnci/84.19.1512.View ArticlePubMed
- Lee HW, Hwang YH, Han JH, Choi JH, Kang SY, Jeong SH, Ann MS, Oh YT, Kim JH, Kim CH: High expression of excision repair cross-complementation group 1 protein predicts poor outcome in patients with nasopharyngeal cancer. Oral Oncol. 2010, 46 (3): 209-213. 10.1016/j.oraloncology.2009.12.007.View ArticlePubMed
- Song LB, Li J, Liao WT, Feng Y, Yu CP, Hu LJ, Kong QL, Xu LH, Zhang X, Liu WL: The polycomb group protein Bmi-1 represses the tumor suppressor PTEN and induces epithelial-mesenchymal transition in human nasopharyngeal epithelial cells. J Clin Invest. 2009, 119 (12): 3626-3636. 10.1172/JCI39374.PubMed CentralView ArticlePubMed
- Xu X, Yang H, Huo X: [Expression and significance of PTEN in nasopharyngeal carcinoma]. Lin Chuang Er Bi Yan Hou Ke Za Zhi. 2004, 18 (11): 658-659.PubMed
- Peng JP, Chang HC, Hwang CF, Hung WC: Overexpression of cyclooxygenase-2 in nasopharyngeal carcinoma and association with lymph node metastasis. Oral Oncol. 2005, 41 (9): 903-908. 10.1016/j.oraloncology.2005.05.003.View ArticlePubMed
- Liu Y, Zhao S, Liu G, Li Z, Sun Z, Jiang W: [The value of cyclooxygenase-2 to predict the effect of radiotherapy in nasopharyngeal carcinoma]. Lin Chung Er Bi Yan Hou Tou Jing Wai Ke Za Zhi. 2007, 21 (5): 199-202.PubMed
- Tan KB, Putti TC: Cyclooxygenase 2 expression in nasopharyngeal carcinoma: immunohistochemical findings and potential implications. J Clin Pathol. 2005, 58 (5): 535-538. 10.1136/jcp.2004.021923.PubMed CentralView ArticlePubMed
- Kim YJ, Go H, Wu HG, Jeon YK, Park SW, Lee SH: Immunohistochemical study identifying prognostic biomolecular markers in nasopharyngeal carcinoma treated by radiotherapy. Head Neck. 2011, 33 (10): 1458-1466. 10.1002/hed.21611.View ArticlePubMed
- Loong SL, Hwang JS, Li HH, Wee JT, Yap SP, Chua ML, Fong KW, Tan TW: Weak expression of cyclooxygenase-2 is associated with poorer outcome in endemic nasopharyngeal carcinoma: analysis of data from randomized trial between radiation alone versus concurrent chemo-radiation (SQNP-01). Radiat Oncol. 2009, 4: 23-10.1186/1748-717X-4-23.PubMed CentralView ArticlePubMed
- Pan J, Kong L, Lin S, Chen G, Chen Q, Lu JJ: The clinical significance of coexpression of cyclooxygenases-2, vascular endothelial growth factors, and epidermal growth factor receptor in nasopharyngeal carcinoma. Laryngoscope. 2008, 118 (11): 1970-1975. 10.1097/MLG.0b013e3181805134.View ArticlePubMed
- Soo R, Putti T, Tao Q, Goh BC, Lee KH, Kwok-Seng L, Tan L, Hsieh WS: Overexpression of cyclooxygenase-2 in nasopharyngeal carcinoma and association with epidermal growth factor receptor expression. Arch Otolaryngol Head Neck Surg. 2005, 131 (2): 147-152. 10.1001/archotol.131.2.147.View ArticlePubMed
- Fendri A, Khabir A, Hadhri-Guiga B, Sellami-Boudawara T, Ghorbel A, Daoud J, Frikha M, Jlidi R, Gargouri A, Mokdad-Gargouri R: Overexpression of COX-2 and LMP1 are correlated with lymph node in Tunisian NPC patients. Oral Oncol. 2008, 44 (7): 710-715. 10.1016/j.oraloncology.2007.09.006.View ArticlePubMed
- Murono S, Inoue H, Tanabe T, Joab I, Yoshizaki T, Furukawa M, Pagano JS: Induction of cyclooxygenase-2 by epstein-barr virus latent membrane protein 1 is involved in vascular endothelial growth factor production in nasopharyngeal carcinoma cells. Proc Natl Acad Sci USA. 2001, 98 (12): 6905-6910. 10.1073/pnas.121016998.PubMed CentralView ArticlePubMed
- Wan XB, Long ZJ, Yan M, Xu J, Xia LP, Liu L, Zhao Y, Huang XF, Wang XR, Zhu XF: Inhibition of Aurora-A suppresses epithelial-mesenchymal transition and invasion by downregulating MAPK in nasopharyngeal carcinoma cells. Carcinogenesis. 2008, 29 (10): 1930-1937. 10.1093/carcin/bgn176.View ArticlePubMed
- Sheu LF, Chen A, Tseng HH, Leu FJ, Lin JK, Ho KC, Meng CL: Assessment of p53 expression in nasopharyngeal carcinoma. Hum Pathol. 1995, 26 (4): 380-386. 10.1016/0046-8177(95)90137-X.View ArticlePubMed
- Chow LW, Khoo US, Yuen AP, Wei WI: Expression of p53 in recurrent nodal metastasis from nasopharyngeal carcinoma (NPC). Eur J Surg Oncol. 1997, 23 (5): 415-418. 10.1016/S0748-7983(97)93721-5.View ArticlePubMed
- Liu QY, Han AJ, You SY, Dong Y, Yang QX, Wu JH, Li MF: [Correlation of epstein-barr virus-encoded latent membrane protein 1 (LMP1) to fascin and phosphorylated Stat3 in nasopharyngeal carcinoma]. Ai Zheng. 2008, 27 (10): 1070-1076.PubMed
- Cao XJ, Hao JF, Yang XH, Xie P, Liu LP, Yao CP, Xu J: Prognostic value of expression of EGFR and nm23 for locoregionally advanced nasopharyngeal carcinoma. Med Oncol. 2012, 29 (1): 263-271. 10.1007/s12032-010-9782-y.View ArticlePubMed
- Taheri-Kadkhoda Z, Magnusson B, Svensson M, Mercke C, Bjork-Eriksson T: Expression modes and clinical manifestations of latent membrane protein 1, Ki-67, cyclin-B1, and epidermal growth factor receptor in nonendemic nasopharyngeal carcinoma. Head Neck. 2009, 31 (4): 482-492. 10.1002/hed.21002.View ArticlePubMed
- Kung CP, Meckes DG, Raab-Traub N: Epstein-Barr virus LMP1 activates EGFR, STAT3, and ERK through effects on PKCdelta. J Virol. 2011, 85 (9): 4399-4408. 10.1128/JVI.01703-10.PubMed CentralView ArticlePubMed
- Ruan L, Li XH, Wan XX, Yi H, Li C, Li MY, Zhang PF, Zeng GQ, Qu JQ, He QY: Analysis of EGFR signaling pathway in nasopharyngeal carcinoma cells by quantitative phosphoproteomics. Proteome Sci. 2011, 9: 35-10.1186/1477-5956-9-35.PubMed CentralView ArticlePubMed
- Ma BB, Kam MK, Leung SF, Hui EP, King AD, Chan SL, Mo F, Loong H, Yu BK, Ahuja A: A phase II study of concurrent cetuximab-cisplatin and intensity-modulated radiotherapy in locoregionally advanced nasopharyngeal carcinoma. Ann Oncol. 2012, 23 (5): 1287-1292. 10.1093/annonc/mdr401.View ArticlePubMed
- Vermorken JB, Mesia R, Rivera F, Remenar E, Kawecki A, Rottey S, Erfan J, Zabolotnyy D, Kienzer HR, Cupissol D: Platinum-based chemotherapy plus cetuximab in head and neck cancer. N Engl J Med. 2008, 359 (11): 1116-1127. 10.1056/NEJMoa0802656.View ArticlePubMed
- Hui EP, Chan AT, Pezzella F, Turley H, To KF, Poon TC, Zee B, Mo F, Teo PM, Huang DP: Coexpression of hypoxia-inducible factors 1alpha and 2alpha, carbonic anhydrase IX, and vascular endothelial growth factor in nasopharyngeal carcinoma and relationship to survival. Clin Cancer Res. 2002, 8 (8): 2595-2604.PubMed
- Wakisaka N, Wen QH, Yoshizaki T, Nishimura T, Furukawa M, Kawahara E, Nakanishi I: Association of vascular endothelial growth factor expression with angiogenesis and lymph node metastasis in nasopharyngeal carcinoma. Laryngoscope. 1999, 109 (5): 810-814. 10.1097/00005537-199905000-00024.View ArticlePubMed
- Shi XY, Hu GQ, Yuan XL, Li HY, Liu YQ, Ma D: [Relationship between VEGF-C expression and nasopharyngeal carcinoma proliferation and metastasis]. Zhonghua Zhong Liu Za Zhi. 2006, 28 (5): 364-367.PubMed
- Yi X, Tang A, Qin Y, Wen W, Zhao W: [Expression and relationship of EBV LMP1, COX-2 and VEGF-C in nasopharyngeal carcinoma]. Lin Chung Er Bi Yan Hou Tou Jing Wai Ke Za Zhi. 2010, 24 (3): 126-128.PubMed
- Lee NY, Zhang Q, Pfister DG, Kim J, Garden AS, Mechalakos J, Hu K, Le QT, Colevas AD, Glisson BS: Addition of bevacizumab to standard chemoradiation for locoregionally advanced nasopharyngeal carcinoma (RTOG 0615): a phase 2 multi-institutional trial. Lancet Oncol. 2012, 13 (2): 172-180. 10.1016/S1470-2045(11)70303-5.View ArticlePubMed
- Sabatini DM: mTOR and cancer: insights into a complex relationship. Nat Rev Cancer. 2006, 6 (9): 729-734. 10.1038/nrc1974.View ArticlePubMed
- Chen J, Hu CF, Hou JH, Shao Q, Yan LX, Zhu XF, Zeng YX, Shao JY: Epstein-Barr virus encoded latent membrane protein 1 regulates mTOR signaling pathway genes which predict poor prognosis of nasopharyngeal carcinoma. J Transl Med. 2010, 8: 30-10.1186/1479-5876-8-30.PubMed CentralView ArticlePubMed
- Curtis C, Shah SP, Chin SF, Turashvili G, Rueda OM, Dunning MJ, Speed D, Lynch AG, Samarajiwa S, Yuan Y: The genomic and transcriptomic architecture of 2,000 breast tumours reveals novel subgroups. Nature. 2012, 486 (7403): 346-352.PubMed CentralPubMed
- Huang C, Tang H, Zhang W, She X, Liao Q, Li X, Wu M, Li G: Integrated analysis of multiple gene expression profiling datasets revealed novel gene signatures and molecular markers in nasopharyngeal carcinoma. Cancer Epidemiol Biomarkers Prev. 2012, 21 (1): 166-175. 10.1158/1055-9965.EPI-11-0593.View ArticlePubMed
- Wang HY, Sun BY, Zhu ZH, Chang ET, To KF, Hwang JS, Jiang H, Kam MK, Chen G, Cheah SL: Eight-signature classifier for prediction of nasopharyngeal [corrected] carcinoma survival. J Clin Oncol. 2011, 29 (34): 4516-4525. 10.1200/JCO.2010.33.7741.View ArticlePubMed
- Espina V, Edmiston KH, Heiby M, Pierobon M, Sciro M, Merritt B, Banks S, Deng J, VanMeter AJ, Geho DH: A portrait of tissue phosphoprotein stability in the clinical tissue procurement process. Mol Cell Proteomics. 2008, 7 (10): 1998-2018. 10.1074/mcp.M700596-MCP200.PubMed CentralView ArticlePubMed
- The pre-publication history for this paper can be accessed here:http://www.biomedcentral.com/1472-6890/13/1/prepub
This article is published under license to BioMed Central Ltd. This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/2.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.