Zhang Weikang, Liu Hongliang, Liu Zhensheng, Zhu Dakai, Amos Christopher I, Fang Shenying, Lee Jeffrey E, Wei Qingyi
Department of Medicine, Duke University School of Medicine and Duke Cancer Institute, Duke University Medical Center, Durham, North Carolina. Department of Gastrointestinal Surgery, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China.
Department of Medicine, Duke University School of Medicine and Duke Cancer Institute, Duke University Medical Center, Durham, North Carolina.
Cancer Epidemiol Biomarkers Prev. 2015 Jul;24(7):1101-10. doi: 10.1158/1055-9965.EPI-14-1380-T. Epub 2015 May 7.
The Notch signaling pathway is constitutively activated in human cutaneous melanoma to promote growth and aggressive metastatic potential of primary melanoma cells. Therefore, genetic variants in Notch pathway genes may affect the prognosis of cutaneous melanoma patients.
We identified 6,256 SNPs in 48 Notch genes in 858 cutaneous melanoma patients included in a previously published cutaneous melanoma genome-wide association study dataset. Multivariate and stepwise Cox proportional hazards regression and false-positive report probability corrections were performed to evaluate associations between putative functional SNPs and cutaneous melanoma disease-specific survival. Receiver operating characteristic curve was constructed, and area under the curve was used to assess the classification performance of the model.
Four putative functional SNPs of Notch pathway genes had independent and joint predictive roles in survival of cutaneous melanoma patients. The most significant variant was NCOR2 rs2342924 T>C (adjusted HR, 2.71; 95% confidence interval, 1.73-4.23; Ptrend = 9.62 × 10(-7)), followed by NCSTN rs1124379 G>A, NCOR2 rs10846684 G>A, and MAML2 rs7953425 G>A (Ptrend = 0.005, 0.005, and 0.013, respectively). The receiver operating characteristic analysis revealed that area under the curve was significantly increased after adding the combined unfavorable genotype score to the model containing the known clinicopathologic factors.
Our results suggest that SNPs in Notch pathway genes may be predictors of cutaneous melanoma disease-specific survival.
Our discovery offers a translational potential for using genetic variants in Notch pathway genes as a genotype score of biomarkers for developing an improved prognostic assessment and personalized management of cutaneous melanoma patients.
Notch信号通路在人类皮肤黑色素瘤中持续激活,以促进原发性黑色素瘤细胞的生长和侵袭性转移潜能。因此,Notch通路基因中的遗传变异可能影响皮肤黑色素瘤患者的预后。
我们在一个先前发表的皮肤黑色素瘤全基因组关联研究数据集中的858例皮肤黑色素瘤患者的48个Notch基因中鉴定出6256个单核苷酸多态性(SNP)。进行多变量和逐步Cox比例风险回归以及假阳性报告概率校正,以评估推定的功能性SNP与皮肤黑色素瘤疾病特异性生存之间的关联。构建受试者工作特征曲线,并使用曲线下面积评估模型的分类性能。
Notch通路基因的四个推定功能性SNP在皮肤黑色素瘤患者的生存中具有独立和联合预测作用。最显著的变异是NCOR2 rs2342924 T>C(调整后的风险比,2.71;95%置信区间,1.73 - 4.23;P趋势 = 9.62×10⁻⁷),其次是NCSTN rs1124379 G>A、NCOR2 rs10846684 G>A和MAML2 rs7953425 G>A(P趋势分别为0.005、0.005和0.013)。受试者工作特征分析显示,在包含已知临床病理因素的模型中加入联合不利基因型评分后,曲线下面积显著增加。
我们的结果表明,Notch通路基因中的SNP可能是皮肤黑色素瘤疾病特异性生存的预测指标。
我们的发现为利用Notch通路基因中的遗传变异作为生物标志物的基因型评分提供了转化潜力,以开发改进的预后评估和皮肤黑色素瘤患者的个性化管理。