Integrative analysis of DNA copy number and gene expression in metastatic oral squamous cell carcinoma identifies genes associated with poor survival
By: Chang Xu , Yan Liu , Pei Wang , Wenhong Fan , Tessa C Rue , Melissa P Upton , John R Houck , Pawadee Lohavanichbutr , David R Doody , Neal D Futran , Lue Ping Zhao , Stephen M Schwartz , Chu Chen and Eduardo Mendez

Molecular Cancer 2010, 9:143 doi:10.1186/1476-4598-9-143
Published: 11 June 2010

Abstract (Provisional)

Background

Lymphotropism in oral squamous cell carcinoma (OSCC) is one of the most important prognostic factors of 5-year survival. In an effort to identify genes that may be responsible for the initiation of OSCC lymphotropism, we examined DNA copy number gains and losses and corresponding gene expression changes from tumor cells in metastatic lymph nodes of patients with OSCC.

Results

We performed integrative analysis of DNA copy number alterations (CNA) and corresponding mRNA expression from OSCC cells isolated from metastatic lymph nodes of 20 patients using Affymetrix 250K Nsp I SNP and U133 Plus 2.0 arrays, respectively. Overall, genome CNA accounted for expression changes in 31% of the transcripts studied. Genome region 11q13.2-11q13.3 shows the highest correlation between DNA CNA and expression. With a false discovery rate < 1%, 530 transcripts (461 genes) demonstrated a correlation between CNA and expression. Among these, we found two subsets that were significantly associated with OSCC (n=122) when compared to controls, and with survival (n=27), as tested using an independent dataset with genome-wide expression profiles for 148 primary OSCC and 45 normal oral mucosa. We fit Cox models to calculate a principal component analysis-derived risk-score for these two gene sets ('122-' or '27-transcript PC'). The models combining the 122- or 27-transcript PC with stage outperformed the model using stage alone in terms of the Area Under the Curve (AUC=0.82 or 0.86 vs. 0.72, with p=0.044 or 0.011, respectively).

Conclusions

Genes exhibiting CNA-correlated expression may have biological impact on carcinogenesis and cancer progression in OSCC. Determination of copy number-associated transcripts associated with clinical outcomes in tumor cells with an aggressive phenotype (i.e., cells metastasized to the lymph nodes) can help prioritize candidate transcripts from high-throughput data for further studies.

The complete article is available as a provisional PDF. The fully formatted PDF and HTML versions are in production






* Albert Einstein College of Medicine has been
awarded Acceditation with Commendation by
the ACCME

Copyright 2025 InterMDnet | Privacy Policy | Disclaimer | System Requirements