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A prognostic predictor panel with DNA methylation biomarkers for early-stage lung adenocarcinoma in Asian and Caucasian populations

机译:DNA甲基化生物标志物的预后预测专家组用于亚洲和高加索人群的早期肺腺癌

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BackgroundThe incidence of lung adenocarcinoma (LUAD) is increasing worldwide with different prognosis even in early-stage patients. We aimed to identify a prognostic panel with multiple DNA methylation biomarkers to predict survival in early-stage LUAD patients of different racial groups.MethodsThe methylation array, pyrosequencing methylation assay, Cox regression and Kaplan-Meier analyses were conducted to build the risk score equations of selected probes in a training cohort of 69 Asian LUAD patients. The risk score model was verified in another cohort of 299 Caucasian LUAD patients in The Cancer Genome Atlas (TCGA) database.ResultsWe performed a Cox regression analysis, in which the regression coefficients were obtained for eight probes corresponding to eight genes ( AGTRL1 , ALDH1A3, BDKRB1 , CTSE , EFNA2 , NFAM1 , SEMA4A and TMEM129 ). The risk score was derived from sum of each methylated probes multiplied by its corresponding coefficient. Patients with the risk score greater than the median value showed poorer overall survival compared with other patients ( p ?=?0.007). Such a risk score significantly predicted patients showing poor survival in TCGA cohort ( p ?=?0.036). A multivariate analysis was further performed to demonstrate that the eight-probe panel association with poor outcome in early-stage LUAD patients remained significant even after adjusting for different clinical variables including staging parameters (hazard ratio, 2.03; p ?=?0.039).ConclusionsWe established a proof-of-concept prognostic panel consisting of eight-probe signature to predict survival of early-stage LUAD patients of Asian and Caucasian populations.
机译:背景技术即使在早期患者中,随着预后的不同,全球肺腺癌(LUAD)的发病率也在增加。我们旨在鉴定具有多种DNA甲基化生物标志物的预后小组,以预测不同种族群体的LUAD早期患者的生存率。方法进行甲基化阵列,焦磷酸测序甲基化分析,Cox回归和Kaplan-Meier分析以建立糖尿病的风险评分方程在69名亚洲LUAD患者的训练队列中选择了探针。在癌症基因组图谱(TCGA)数据库中的另一组299名白种人LUAD患者中验证了风险评分模型。结果我们进行了Cox回归分析,其中获得了与8个基因(AGTRL1,ALDH1A3, BDKRB1,CTSE,EFNA2,NFAM1,SEMA4A和TMEM129)。风险评分是由每种甲基化探针的总和乘以其相应的系数得出的。风险评分高于中位数的患者与其他患者相比,总体生存率较差(p = 0.007)。这样的风险评分显着预测了患者在TCGA队列中的生存率较差(p = 0.036)。进一步进行多变量分析表明,即使在对包括分期参数在内的不同临床变量进行调整(风险比为2.03; p == 0.039)之后,早期LUAD患者的八探针小组与不良预后的关联仍然显着。建立了由八种探针特征组成的概念验证的预后小组,以预测亚洲和白种人人群的早期LUAD患者的生存。

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