Molecular Portrait of Oral Tongue Squamous Cell Carcinoma Shown by Integrative Meta-Analysis of Expression Profiles with Validations

被引:25
作者
Thangaraj, Soundara Viveka [1 ]
Shyamsundar, Vidyarani [2 ]
Krishnamurthy, Arvind [3 ]
Ramani, Pratibha [4 ]
Ganesan, Kumaresan [5 ]
Muthuswami, Muthulakshmi [5 ]
Ramshankar, Vijayalakshmi [1 ]
机构
[1] Canc Inst WIA, Dept Prevent Oncol Res, Chennai, Tamil Nadu, India
[2] Sree Balaji Dent Coll & Hosp, Ctr Oral Canc Prevent Awareness & Res, Chennai, Tamil Nadu, India
[3] Canc Inst WIA, Dept Surg Oncol, Chennai, Tamil Nadu, India
[4] Saveetha Univ, Dept Oral & Maxillofacial Pathol, Saveetha Dent Coll, Chennai, Tamil Nadu, India
[5] Madurai Kamaraj Univ, Sch Biol Sci, Dept Genet, Madurai 625021, Tamil Nadu, India
来源
PLOS ONE | 2016年 / 11卷 / 06期
关键词
EPITHELIAL-MESENCHYMAL TRANSITION; LYMPH-NODE METASTASIS; LAMININ GAMMA-2 CHAIN; WEB-BASED TOOL; POOR-PROGNOSIS; E-CADHERIN; CLINICOPATHOLOGICAL SIGNIFICANCE; MATRIX METALLOPROTEINASE-2; CLINICAL-RELEVANCE; TUMOR INVASION;
D O I
10.1371/journal.pone.0156582
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Oral Tongue Squamous cell carcinoma (OTSCC), the most frequently affected oral cancer sub-site, is associated with a poor therapeutic outcome and survival despite aggressive multi-modality management. Till date, there are no established biomarkers to indicate prognosis and outcome in patients presenting with tongue cancer. There is an urgent need for reliable molecular prognostic factors to enable identification of patients with high risk of recurrence and treatment failure in OTSCC management. In the current study, we present the meta-analysis of OTSCC microarray based gene expression profiles, deriving a comprehensive molecular portrait of tongue cancer biology, showing the relevant genes and pathways which can be pursued further to derive novel, tailored therapeutics as well as for prognostication. We have studied 5 gene expression profiling data sets available on exclusively oral tongue subsite comprising of sample size; n = 190, consisting of 111 tumors and 79 normals. The meta-analysis results showed 2405 genes differentially regulated comparing OTSCC tumor and normal. The top up regulated genes were found to be involved in Extracellular matrix degradation (ECM) and Epithelial to mesenchymal transition (EMT) pathways. The top down regulated genes were found to be involved in detoxication pathways. We validated the results in clinical samples (n = 206), comprising of histologically normals (n = 10), prospective (n = 29) and retrospective (n = 167) OTSCC by evaluating MMP9 and E-cadherin gene expression by qPCR and immunohistochemistry. Consistent with meta-analysis results, MMP9 mRNA expression was significantly up regulated in OTSCC primary tumors compared to normals. MMP9 protein over expression was found to be a significant predictor of poor prognosis, disease recurrence and poor Disease Free Survival (DFS) in OTSCC patients. Analysis by univariate and multivariate Cox proportional hazard model showed patients with loss of E-cadherin expression in OTSCC tumors having a poorer DFS (HR = 1.566; P value = 0.045) and poorer Overall Survival (OS) (HR = 1.224; P value = 0.003) respectively. Combined over-expression of MMP9 and loss of E-cadherin membrane positivity in the invasive tumor front (ITF) of OTSCC had a significant association with poorer DFS (Log Rank = 16.040; P value = 0.001). These results suggest that along with known clinical indicators of prognosis like occult node positivity, assessment of MMP9 and E-cadherin expression at ITF can be useful to identify patients at high risk and requiring a more intensive treatment strategy for OTSCC. Meta-analysis study of gene expression profiles indicates that OTSCC is a disease of ECM degradation leading to activated EMT processes implying the aggressive nature of the disease. The triggers for these processes should be studied further. Newer clinical application with agents that can inhibit the mediators of ECM degradation may be a key to achieving clinical control of invasion and metastasis of OTSCC.
引用
收藏
页数:25
相关论文
共 79 条
[1]   Methylation-associated silencing of TU3A in human cancers [J].
Awakura, Yasuo ;
Nakamura, Eijiro ;
Ito, Noriyuki ;
Kamoto, Toshiyuki ;
Ogawa, Osamu .
INTERNATIONAL JOURNAL OF ONCOLOGY, 2008, 33 (04) :893-899
[2]   Gains and losses of adhesion molecules (CD44, E-cadherin, and β-catenin) during oral carcinogenesis and tumour progression [J].
Bánkfalvi, A ;
Krassort, M ;
Buchwalow, IB ;
Végh, A ;
Felszeghy, E ;
Piffkó, J .
JOURNAL OF PATHOLOGY, 2002, 198 (03) :343-351
[3]   The urokinase receptor: Focused cell surface proteolysis, cell adhesion and signaling [J].
Blasi, Francesco ;
Sidenius, Nicolai .
FEBS LETTERS, 2010, 584 (09) :1923-1930
[4]   MALIGNANCY GRADING OF THE DEEP INVASIVE MARGINS OF ORAL SQUAMOUS-CELL CARCINOMAS HAS HIGH PROGNOSTIC VALUE [J].
BRYNE, M ;
KOPPANG, HS ;
LILLENG, R ;
KJAERHEIM, A .
JOURNAL OF PATHOLOGY, 1992, 166 (04) :375-381
[5]   Use of gene-expression profiling to identify prognostic subclasses in adult acute myeloid leukemia [J].
Bullinger, L ;
Döhner, K ;
Bair, E ;
Fröhling, S ;
Schlenk, RF ;
Tibshirani, R ;
Döhner, H ;
Pollack, JR .
NEW ENGLAND JOURNAL OF MEDICINE, 2004, 350 (16) :1605-1616
[6]   Meta-analysis of microarray results: challenges, opportunities, and recommendations for standardization [J].
Cahan, Patrick ;
Rovegno, Felicia ;
Mooney, Denise ;
Newman, John C. ;
St. Laurent, Georges, III ;
McCaffrey, Timothy A. .
GENE, 2007, 401 (1-2) :12-18
[7]   GENECODIS: a web-based tool for finding significant concurrent annotations in gene lists [J].
Carmona-Saez, Pedro ;
Chagoyen, Monica ;
Tirado, Francisco ;
Carazo, Jose M. ;
Pascual-Montano, Alberto .
GENOME BIOLOGY, 2007, 8 (01)
[8]   Mesenchymal to epithelial transition in development and disease [J].
Chaffer, Christine L. ;
Thompson, Erik W. ;
Williams, Elizabeth D. .
CELLS TISSUES ORGANS, 2007, 185 (1-3) :7-19
[9]   Centrally necrotizing carcinoma of the breast: clinicopathological analysis of 33 cases indicating its basal-like phenotype and poor prognosis [J].
Chang, Yun-Ching ;
Nieh, Shin ;
Chen, Su-Feng ;
Jao, Shu-Wen ;
Lin, Yu-Lu ;
Fu, Earl .
HISTOPATHOLOGY, 2010, 57 (02) :295-303
[10]   Combining multiple microarray studies and modeling interstudy variation [J].
Choi, Jung Kyoon ;
Yu, Ungsik ;
Kim, Sangsoo ;
Yoo, Ook Joon .
BIOINFORMATICS, 2003, 19 :i84-i90