Wang Weining, Lim Weng Khong, Leong Hui Sun, Chong Fui Teen, Lim Tony K H, Tan Daniel S W, Teh Bin Tean, Iyer N Gopalakrishna
Department of Surgical Oncology, National Cancer Centre, 11 Hospital Drive, Singapore 169610, Singapore.
Cancer and Stem Cell Biology, Duke-NUS Graduate Medical School, 8 College Road, Singapore 169857, Singapore.
Oral Oncol. 2015 Apr;51(4):355-62. doi: 10.1016/j.oraloncology.2014.12.012. Epub 2015 Jan 2.
Extracapsular spread (ECS) is an important prognostic factor for oral squamous cell carcinoma (OSCC) and is used to guide management. In this study, we aimed to identify an expression profile signature for ECS in node-positive OSCC using data derived from two different sources: a cohort of OSCC patients from our institution (National Cancer Centre Singapore) and The Cancer Genome Atlas (TCGA) head and neck squamous cell carcinoma (HNSCC) cohort. We also sought to determine if this signature could serve as a prognostic factor in node negative cancers.
Patients with a histological diagnosis of OSCC were identified from an institutional database and fresh tumor samples were retrieved. RNA was extracted and gene expression profiling was performed using the Affymetrix GeneChip Human Genome U133 Plus 2.0 microarray platform. RNA sequence data and corresponding clinical data for the TCGA HNSCC cohort were downloaded from the TCGA Data Portal. All data analyses were conducted using R package and SPSS.
We identified an 11 gene signature (GGH, MTFR1, CDKN3, PSRC1, SMIM3, CA9, IRX4, CPA3, ZSCAN16, CBX7 and ZFP3) which was robust in segregating tumors by ECS status. In node negative patients, patients harboring this ECS signature had a significantly worse overall survival (p=0.04).
An eleven gene signature for ECS was derived. Our results also suggest that this signature is prognostic in a separate subset of patients with no nodal metastasis Further validation of this signature on other datasets and immunohistochemical studies are required to establish utility of this signature in stratifying early stage OSCC patients.
囊外扩散(ECS)是口腔鳞状细胞癌(OSCC)的一个重要预后因素,用于指导治疗。在本研究中,我们旨在利用来自两个不同来源的数据,确定淋巴结阳性OSCC中ECS的表达谱特征:我们机构(新加坡国立癌症中心)的一组OSCC患者以及癌症基因组图谱(TCGA)头颈部鳞状细胞癌(HNSCC)队列。我们还试图确定该特征是否可作为淋巴结阴性癌症的预后因素。
从机构数据库中识别出经组织学诊断为OSCC的患者,并获取新鲜肿瘤样本。提取RNA,并使用Affymetrix GeneChip Human Genome U133 Plus 2.0微阵列平台进行基因表达谱分析。从TCGA数据门户下载TCGA HNSCC队列的RNA序列数据和相应的临床数据。所有数据分析均使用R软件包和SPSS进行。
我们确定了一个由11个基因组成的特征(GGH、MTFR1、CDKN3、PSRC1、SMIM3、CA9、IRX4、CPA3、ZSCAN16、CBX7和ZFP3),该特征在根据ECS状态区分肿瘤方面表现稳定。在淋巴结阴性患者中,具有这种ECS特征的患者总生存期明显更差(p = 0.04)。
得出了一个用于ECS的11基因特征。我们的结果还表明,该特征在另一组无淋巴结转移的患者中具有预后价值。需要在其他数据集上进一步验证该特征,并进行免疫组化研究,以确定该特征在早期OSCC患者分层中的实用性。