Transglutaminase 2 as an independent prognostic marker for survival of patients with non-adenocarcinoma subtype of non-small cell lung cancer
- Chang-Min Choi†1,
- Se-Jin Jang†2,
- Seong-Yeol Park3,
- Yong-Bock Choi3,
- Jae-Heon Jeong4,
- Dae-Seok Kim3,
- Hyun-Kyoung Kim3,
- Kang-Seo Park3,
- Byung-Ho Nam5,
- Hyeong-Ryul Kim6,
- Korean Thoracic Oncology Research Group (KTORG),
- Soo-Youl Kim3Email author and
- Kyeong-Man Hong3Email author
© Choi et al; licensee BioMed Central Ltd. 2011
- Received: 29 March 2011
- Accepted: 24 September 2011
- Published: 24 September 2011
Expression of transglutaminase 2 (TGase 2) is related to invasion and resistance to chemotherapeutic agents in several cancer cells. However, there has been only limited clinical validation of TGase 2 as an independent prognostic marker in cancer.
The significance of TGase 2 expression as an invasive/migratory factor was addressed by in vitro assays employing down-regulation of TGase 2. TGase 2 expression as a prognostic indicator was assessed in 429 Korean patients with early-stage non-small cell lung cancer (NSCLC) by immunohistochemical staining.
TGase 2 expression increased the invasive and migratory properties of NSCLC cells in vitro, which might be related to the induction of MMP-9. In the analysis of the immunohistochemical staining, TGase 2 expression in tumors was significantly correlated with recurrence in NSCLC (p = 0.005) or in the non-adenocarcinoma subtype (p = 0.031). Additionally, a multivariate analysis also showed a significant correlation between strong TGase 2 expression and shorter disease-free survival (DFS) in NSCLC (p = 0.029 and HR = 1.554) and in the non-adenocarcinoma subtype (p = 0.030 and HR = 2.184). However, the correlation in the adenocarcinoma subtype was not significant.
TGase 2 expression was significantly correlated with recurrence and shorter DFS in NSCLC, especially in the non-adenocarcinoma subtype including squamous cell carcinoma.
- H1703 Cell
- NSCLC Cell
- NSCLC Cell Line
Lung cancer is the leading cause of cancer-related death, accounting for approximately 29% of all cases (Cancer Stat Fact Sheets, http://www.seer.cancer.gov); approximately 85% of lung cancer cases are non-small cell lung cancer (NSCLC). There are several different subtypes of NSCLC, among which are adenocarcinoma and squamous cell cancer. Currently, the NSCLC subtypes are regarded as a single disease, however, the adenocarcinoma and non-adenocarcinoma subtypes are regarded as being separate entities, owing to their different responses to recently developed agents such as pemetrexed, gefitinib, bevaciuzumab, and crizotinib, which are more effective in adenocarcinoma [1–3]. Accordingly, identification of the molecular differences between these tumor types will have a significant impact on the design of novel therapies that can improve treatment outcomes.
Transglutaminase 2 (TGase 2) is a multifunctional protein that can bind and hydrolyze GTP as well as catalyze covalent cross-links . The biological role of TGase 2 in the development of resistance to cisplatin and doxorubicin in several cancer cells has drawn considerable attention [5–9]. Another biological role of TGase 2, this one in cancer metastasis and invasion, was reported for breast, pancreatic, and ovarian cancers [10–13]. However, the role of TGase 2 expression as an independent prognostic factor has not been well elucidated, except for a study on ovarian cancer . Moreover, the possibility that TGase 2 has different roles in different subtypes of any cancer has never been suggested. Accordingly, in the present study, after first testing the biological role of TGase 2 in invasion and migration with NSCLC cell lines, its role as a prognostic indicator in NSCLC was investigated in an immunohistochemical study on early-stage NSCLC tissues.
Human squamous lung cancer cell lines H1703 and HCC-95 were obtained from the Korean Cell Line Bank and maintained in RPMI 1640 supplemented with 10% fetal bovine serum (Thermo Fisher Scientific Hyclone, Logan, UT), 1 mM sodium pyruvate, and 100 U/mL penicillin-streptomycin at 37°C in a humidified 5% CO2 incubator.
Scratch cell migration assay
Parental cells or cells transfected with control or small interfering RNAs (siRNAs) targeting TGase 2 were grown to confluence, at which time they were scratched with a pipette tip. Cell lines not treated with siRNA were starved by incubation overnight in serum-free medium. The cultures were rinsed to remove detached cells and then incubated for 24-48 h. After incubation, the cells were fixed and visualized by light microscopy. These assays were performed three times.
Matrigel cell invasion assay
The invasive behavior of cells was determined in vitro using BioCoat Matrigel Invasion Chamber (BD Biosciences, Bedford, MA) inserts. The cells were trypsinized, and the resulting cell pellets were resuspended in serum-free medium at a final concentration of 1 × 105 cells, after which 500 μL of suspended cells was added to the insert with 750 μL of complete medium. After 24 or 48 h incubation, the cells that passed through the filter to the underside of the membrane were stained and counted under a light microscope. Ten fields of cells were counted for each well, and the mean number of cells per field was calculated. Each experiment was performed in triplicate and repeated at least two times.
TGase 2 was knocked down by introducing an siRNA duplex targeting human TGM2 mRNA (5'-AAG AGC GAG AUG AUC UGG AAC-3') into cells using Fugene 6 (Roche, Mannheim, Germany) according to the manufacturer's instructions. Briefly, cells were seeded at a density of 3 × 105 per well in a six-well plate. When the cells reached about 60% confluence, 400 μL of an siRNA-Fugene 6 mixture was added, and the cells were incubated for 48 h in a 5%CO2 incubator.
Western blot analysis
Equal amounts of each cell lysate were electrophoresed on sodium dodecyl sulfate-polyacrylamide gels, after which resolved proteins were transferred to polyvinylidene difluoride membranes. The membranes were incubated with various primary antibodies diluted in TBST (20 mM Tris, 134 mM NaCl, 0.02% Tween 20). The primary antibodies were then detected with horseradish peroxidase-conjugated secondary antibodies followed by exposure to an enhanced chemiluminescence reagent. The antibodies for MMP-9, MMP-2 and Vimentin were purchased from Santa Cruz Biotechnology (Santa Cruz, California); those for E-cadherin and β-actin were obtained from Abcam (Cambridge, MA).
MMP-9 activity in the cultured cells was measured using gelatin-gel zymography. The ten-fold-concentrated culture medium was electrophoretically resolved by 7.5% SDS-PAGE containing 0.1% gelatin under the non-reducing condition. The gel was washed in 2.5% Triton X-100 for 30 min to remove SDS and incubated overnight at 37°C in 50 mM Tris-Cl, pH 7.5, and 5 mM CaCl2. After Coomassie blue staining and destaining of the gel, the MMP-9 activity was detected as a clear band on a dark blue background.
NSCLC cancer tissues and other human tissues
A total of 429 NSCLC cases for which surgery had been performed at the Asan Medical Center (Seoul, Korea) between 2000 and 2003 were selected from the archives of the Department of Pathology, and tissue arrays were prepared. The use of relevant human archival tissues was approved by the Institutional Review Board. All available histological slides, which had been routinely stained with hematoxylin and eosin (H&E), were reviewed. As controls, a variety of human tissue array sections (BB6, CCA3, CC4, CSA3, CBA3 and CDA2), purchased from SuperBioChip Laboratories (http://www.tissue-array.com), were used.
Immunohistochemical staining of TGase 2 in NSCLC
Immunohistochemical staining was performed using an Ultravision LP Detection kit (Lab Vision, USA). The tissue sections were deparaffinized with xylene, and antigen retrieval was accomplished by autoclaving the slides in 10 mM Tris (pH 9.0) and 1 mM EDTA for 15 min. After fixing in 95% ethanol, the slides were treated with 3% hydrogen peroxide, incubated with Ultra V block solution for 15 min, and then incubated with anti-TGase 2 primary antibody (NeoMarkers, Fremont, CA) at a dilution of 1:200 for 1 h at room temperature. After washing in TBST, the slides were treated with primary antibody enhancer for 10 min and then incubated with HRP-conjugated secondary antibody for 15 min. The slides were then washed with TBST, incubated with DAB chromogen, and counterstained with Mayer's Hematoxylin (Dako Cytomation, Glostrup, Denmark). Negative controls, from which the primary antibody had been omitted, were run in parallel. Immunostaining was graded semi-quantitatively, considering both staining intensity and the percentage of positive tumor cells, by two study pathologists blinded to the clinicopathologic variables. The staining intensity was scored on a 0-to-3 scale: 0, no staining of cancer cells; 1, weak staining; 2, moderate staining; 3, strong staining. Also, the percentage of stained tumor cells was scored on a 0-to-3 scale: 0, <10%; 1, 10%-49%; 2, 50%-75%; 3, >75%. The two scores were multiplied, and TGase 2 expression was defined as negative, if the product was 0; intermediate, if the product was 1-3; and strong, if the product was 4 or more.
Expression of TGase 2 was found in cells of normal structure, specifically in smooth muscle and blood vessel endothelial cells. However, there was no such expression in alveolar or bronchial epithelial cells.
The Chi-square test was used to examine differences in TGase 2 immunoreactivity among the groups. The Kaplan-Meier method was employed to estimate survival distributions, and the survival curves were compared using the log-rank test. Values of p < 0.05 were considered statistically significant.
For the purpose of determining associations between TGase 2 over-expression and clinicopathologic variables, a Chi-square or Fisher's exact test was applied. The Cox proportional hazard regression model was employed for univariate and multivariate analyses of the relationship between DFS and clinicopathologic variables or TGase 2 expression. In the multivariate analyses, the variables T-stage, N-stage and histologic type were included as co-variates. In analyses of the non-adenocarcinoma subtype, clinical stage, histologic type and differentiation status were considered as co-variates. All of the statistical analyses were performed using SPSS software (version 18).
The question of whether TGase 2 expression confers a metastatic phenotype on lung cancer cells was addressed using two NSCLC cell lines: H1703 and HCC-95. TGase 2 was expressed at high levels in the H1703 cells, but was barely detectable in the HCC-95 cells, as determined by Western blot analysis and reverse transcription-polymerase chain reaction (RT-PCR) (Additional File 1, Figure S1A). RT-PCR and Western blot analysis showed that TGM2 siRNA reduced TGase 2 expression in the H1703 cells (Additional File 1, Figure S1A). In addition, TGase 2 down-regulation reduced nuclear factor κB (NF-κB) activity in the H1703 cells (Additional File 1, Figure S1B), as we had previously demonstrated for H1299 .
Further experiments concerning the relationships between TGase 2 expression and MMPs or EMT markers were performed, and it was found that TGase 2 down-regulation by TGM2 siRNA is related to down-regulation of MMP-9 but not of MMP-2 (Additional File 2, Figure S2), suggesting that TGase 2's role in invasion and migration might be via the regulation of MMP-9. This is consistent with the previous result for epidermoid carcinoma, a skin cancer . However, in ovarian cancer, MMP-2 rather than MMP-9 regulation by TGase 2 has been reported , indicating that different MMPs are regulated by TGase 2 in different types of cancer. The levels of epithelial-mesenchymal transition (EMT) markers such as Vimentin and E-cadherin were not changed by down-regulation of TGase 2 in NCI-H1703 cells (Additional File 2, Figure S2).
Clinicopathologic characteristics of patients with NSCLC who had undergone complete resection
No. of subjects (n = 429)
Age (median, years)
62 (range: 26-81)
Tumor size (median, cm)
3.8 (range: 0.8-20)
Type of surgical resection*
Median follow-up period (mean ± SD, months)
65.8(56.3 ± 33.9)
Recurrent cases (recurrence rate)
Correlation of TGase 2 over-expression with clinicopathologic variables in patients with resectable early-stage NSCLC
TGase 2 expression
Recurrence in male patients
Recurrence in female patients
Recurrence in patients with adenocarcinoma
Recurrence in patients with non-adenocarcinoma
A comparative analysis of the TGase 2 expression and clinicopathologic parameters in the 429 NSCLC cases (Table 2) showed that TGase 2 levels were significantly higher in adenocarcinoma than in squamous cell carcinoma (p < 0.001), in females than in males (p < 0.001), and in nonsmokers than in smokers (p < 0.001). TGase 2 expression was also significantly correlated with T-stage (p = 0.037), but not with pathologic differentiation (p = 0.474) or nodal status (p = 0.414), as shown in Table 2.
Univariate and multivariate analyses of relationship between DSF and TGase 2 expression or clinicopathologic variables by Cox proportional hazard regression model (n = 429)
TGase 2 expression
In the non-adenocarcinoma subtype, strong TGase 2 expression also was significantly associated with shorter DFS (p = 0.016, Table 1). Moreover, a multivariate analysis on the non-adenocarcinoma subtype considering histologic type, differentiation, and clinical stage as co-variables, also showed strong TGase 2 expression to be significantly correlated with shorter DFS (p = 0.030, HR = 2.184), as indicated in Additional File 3, Table S1. In the male NSCLC subgroups, strong TGase 2 expression was significantly related to shorter DFS (p = 0.024, data not shown), but the association, according to the multivariate analysis, was not significant.
Previous reports [5, 9] have posited cisplatin- and doxorubicin-resistance roles for TGase 2 in NSCLC cells. In the present study, we showed that TGase 2 down-regulation in lung cancer cells inhibited their invasive and migratory properties via the regulation of MMP-9. In immunohistochemical staining with Korean early-stage NSCLC tissues, strong TGase 2-positive cases had significantly higher rates of recurrence than TGase 2-negative cases (p = 0.005), and shorter DFS (p = 0.011). Moreover, this correlation was statistically significant in a multivariate analysis (p = 0.029), suggesting that TGase 2 is an independent prognostic marker for early-stage NSCLC survival.
The role of TGase 2 as an independent prognostic factor in surgically curative early-stage cancers appears to be evident in NSCLC. However, the role of TGase 2 in whole NSCLC cases is not as strong as in ovarian cancer . In ovarian cancer, the correlation between survival and TGase 2 expression was shown to be statistically significant in a study of only 93 patients . When we analyzed an identical number of the present NSCLC population, the association between TGase 2 expression and survival was not statistically significant. This suggests that TGase 2 might have a correlation with survival only in some subgroup(s) of NSCLC. To address this, we analyzed the correlation in different NSCLC subpopulations according to histologic type, gender, and smoking history. In the analysis, the association was significant in the male subgroup and non-adenocarcinoma subtype, but not in the female subgroup or in the adenocarcinoma subtype. In a multivariate analysis of the non-adenocarcinoma subtype, a significant association between TGase 2 expression and DFS was found, suggesting that TGase 2 expression is a prognostic marker only in the non-adenocarcinoma subtype including squamous cell carcinoma.
Until recently, the histologic subtyping of NSCLC was not clinically or therapeutically important. However, the adenocarcinoma and non-adenocarcinoma subtypes of NSCLC were suspected as separate entities, owing to the preferential responses to recently developed agents in adenocarcinoma [1–3]. This has encouraged research of new targets in adenocarcinoma NSCLC, and revisits the importance of subtyping not-otherwise-specified bronchial biopsy specimens . However, the molecular targets in the non-adenocarcinoma subtype have not been well studied, and new targeted drug development in this subtype has been quite limited. The difference in therapeutic response might be related to the origin of cell types and to the subsequent molecular differences in the course of cancer progression. In this context, our finding of a specific association between TGase 2 expression and DFS in the non-adenocarcinoma subtype might point to TGase 2 as a molecular target in the non-adenocarcinoma subtype of NSCLC, which includes squamous cell carcinoma.
The enhanced migratory or invasive properties of TGase 2 expression might be related to the high binding affinity of TGase 2 to cell adhesion molecules such as fibronectin and integrin [16–19]. The interaction between TGase 2 and cell adhesion molecules in relation to invasion and metastasis has been further investigated in breast and ovarian cancers [12, 13]. TGase 2-mediated induction of EMT along with the over-expression of various transcription repressors such as Snail, Zeb1, Zeb2 and Twist1 also has been reported, suggesting that TGase 2 is a key molecule involved in metastasis via EMT . However, in the present study, TGase 2 down-regulation in a squamous lung cancer cell line did not afftect the level of EMT markers, suggesting the induction of NSCLC invasion might not be via EMT pathway. In addition, high expression of TGase 2 in NSCLC can enhance the apoptotic threshold via the induction of NF-κB, enabling survival of migrating cancer cells in the face of harsh micro-environmental stresses during the metastatic process. In the process, intracellular TGase 2 cross-links the inhibitory subunit α of nuclear factor (I-κBα), thus releasing NF-κB from its binding with I-κBα [21, 22]. Although the invasive property was shown to be related to TGase 2 expression in squamous NSCLC cell lines via the regulation of MMP-9 in the present study, the reason that TGase 2 expression has an impact on survival or recurrence only in the non-adenocarcinoma subtype remains to be revealed.
This study showed a significant association between TGase 2 expression and recurrence or shorter DFS, implicating TGase 2 as a prognostic marker in non-adenocarcinoma NSCLC. Recurrence or shorter survival in cases with higher TGase 2 expression might be related to the fact that TGase 2 over-expression enhances the invasive and migratory properties of NSCLC cells. The present study might also suggest that TGase 2 is a molecular target for the treatment of the non-adenocarcinoma subtype, which might be of importance with regard to the clinical application of TGase 2 inhibitor therapy.
This work was supported by research grants (grant nos. 0810240 and 1110130) from the National Cancer Center, Korea. CCM, SJJ, HRK and KMH are the members of KTORG. We thank Dr. Chung JH at the Department of Pathology, Seoul National University College of Medicine, for her critical comments.
- Kim HS, Park K, Jun HJ, Yi SY, Lee J, Ahn JS, Park YH, Kim S, Lee S, Ahn MJ: Comparison of survival in advanced non-small cell lung cancer patients in the pre- and post-gefitinib eras. Oncology. 2009, 76: 239-246. 10.1159/000205386View ArticlePubMedGoogle Scholar
- Coate LE, Leighl NB: How Affordable are Targeted Therapies in Non-Small Cell Lung Cancer?. Curr Treat Options Oncol. 2011Google Scholar
- Scagliotti G, Hanna N, Fossella F, Sugarman K, Blatter J, Peterson P, Simms L, Shepherd FA: The differential efficacy of pemetrexed according to NSCLC histology: a review of two Phase III studies. Oncologist. 2009, 14: 253-263. 10.1634/theoncologist.2008-0232View ArticlePubMedGoogle Scholar
- Lorand L, Graham RM: Transglutaminases: crosslinking enzymes with pleiotropic functions. Nature Reviews Molecular Cell Biology. 2003, 4: 140-156. 10.1038/nrm1014View ArticlePubMedGoogle Scholar
- Han JA, Park SC: Reduction of transglutaminase 2 expression is associated with an induction of drug sensitivity in the PC-14 human lung cancer cell line. J Cancer Res Clin Oncol. 1999, 125: 89-95. 10.1007/s004320050247View ArticlePubMedGoogle Scholar
- Cao L, Petrusca DN, Satpathy M, Nakshatri H, Petrache I, Matei D: Tissue transglutaminase protects epithelial ovarian cancer cells from cisplatin-induced apoptosis by promoting cell survival signaling. Carcinogenesis. 2008, 29: 1893-1900. 10.1093/carcin/bgn158PubMed CentralView ArticlePubMedGoogle Scholar
- Mehta K: High levels of transglutaminase expression in doxorubicin-resistant human breast carcinoma cells. International journal of cancer. 1994, 58: 400-406. 10.1002/ijc.2910580316. 10.1002/ijc.2910580316View ArticleGoogle Scholar
- Mehta K, Fok J, Miller FR, Koul D, Sahin A: Prognostic significance of tissue transglutaminase in drug resistant and metastatic breast cancer. Clinical cancer research. 2004, 10: 8068-8076. 10.1158/1078-0432.CCR-04-1107View ArticlePubMedGoogle Scholar
- Park KS, Kim HK, Lee JH, Choi YB, Park SY, Yang SH, Kim SY, Hong KM: Transglutaminase 2 as a cisplatin resistance marker in non-small cell lung cancer. J Cancer Res Clin Oncol. 2010, 136: 493-502. 10.1007/s00432-009-0681-6View ArticlePubMedGoogle Scholar
- Antonyak MA, Li B, Regan AD, Feng Q, Dusaban SS, Cerione RA: Tissue transglutaminase is an essential participant in the epidermal growth factor-stimulated signaling pathway leading to cancer cell migration and invasion. J Biol Chem. 2009, 284: 17914-17925. 10.1074/jbc.M109.013037PubMed CentralView ArticlePubMedGoogle Scholar
- Hwang JY, Mangala LS, Fok JY, Lin YG, Merritt WM, Spannuth WA, Nick AM, Fiterman DJ, Vivas-Mejia PE, Deavers MT: Clinical and biological significance of tissue transglutaminase in ovarian carcinoma. Cancer Res. 2008, 68: 5849-5858. 10.1158/0008-5472.CAN-07-6130PubMed CentralView ArticlePubMedGoogle Scholar
- Mangala LS, Fok JY, Zorrilla-Calancha IR, Verma A, Mehta K: Tissue transglutaminase expression promotes cell attachment, invasion and survival in breast cancer cells. Oncogene. 2007, 26: 2459-2470. 10.1038/sj.onc.1210035View ArticlePubMedGoogle Scholar
- Satpathy M, Cao L, Pincheira R, Emerson R, Bigsby R, Nakshatri H, Matei D: Enhanced peritoneal ovarian tumor dissemination by tissue transglutaminase. Cancer Res. 2007, 67: 7194-7202. 10.1158/0008-5472.CAN-07-0307View ArticlePubMedGoogle Scholar
- Chen SH, Lin CY, Lee LT, Chang GD, Lee PP, Hung CC, Kao WT, Tsai PH, Schally AV, Hwang JJ, Lee MT: Up-regulation of fibronectin and tissue transglutaminase promotes cell invasion involving increased association with integrin and MMP expression in A431 cells. Anticancer Res. 30: 4177-4186.Google Scholar
- Loo PS, Thomas SC, Nicolson MC, Fyfe MN, Kerr KM: Subtyping of undifferentiated non-small cell carcinomas in bronchial biopsy specimens. J Thorac Oncol. 2010, 5: 442-447. 10.1097/JTO.0b013e3181d40facView ArticlePubMedGoogle Scholar
- Jeong JM, Murthy SN, Radek JT, Lorand L: The fibronectin-binding domain of transglutaminase. J Biol Chem. 1995, 270: 5654-5658. 10.1074/jbc.270.10.5654View ArticlePubMedGoogle Scholar
- Hang J, Zemskov EA, Lorand L, Belkin AM: Identification of a novel recognition sequence for fibronectin within the NH2-terminal beta-sandwich domain of tissue transglutaminase. J Biol Chem. 2005, 280: 23675-23683. 10.1074/jbc.M503323200View ArticlePubMedGoogle Scholar
- Janiak A, Zemskov EA, Belkin AM: Cell surface transglutaminase promotes RhoA activation via integrin clustering and suppression of the Src-p190RhoGAP signaling pathway. Mol Biol Cell. 2006, 17: 1606-1619. 10.1091/mbc.E05-06-0549PubMed CentralView ArticlePubMedGoogle Scholar
- Lipscomb EA, Mercurio AM: Mobilization and activation of a signaling competent alpha6beta4integrin underlies its contribution to carcinoma progression. Cancer Metastasis Rev. 2005, 24: 413-423. 10.1007/s10555-005-5133-4View ArticlePubMedGoogle Scholar
- Kumar A, Xu J, Brady S, Gao H, Yu D, Reuben J, Mehta K: Tissue transglutaminase promotes drug resistance and invasion by inducing mesenchymal transition in mammary epithelial cells. PLoS One. 2010, 5: e13390- 10.1371/journal.pone.0013390PubMed CentralView ArticlePubMedGoogle Scholar
- Kim D, Park S, Nam B, Kim I, Kim S: Reversal of drug resistance in breast cancer cells by transglutaminase 2 inhibition and nuclear factor-kappaB inactivation. Cancer research. 2006, 66: 10936-10943. 10.1158/0008-5472.CAN-06-1521View ArticlePubMedGoogle Scholar
- Mann AP, Verma A, Sethi G, Manavathi B, Wang H, Fok JY, Kunnumakkara AB, Kumar R, Aggarwal B, Mehta K: Overexpression of tissue transglutaminase leads to constitutive activation of nuclear factor-kappaB in cancer cells: delineation of a novel pathway. Cancer research. 2006, 66: 8788-8795. 10.1158/0008-5472.CAN-06-1457View ArticlePubMedGoogle Scholar
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