在生存树模型中,NOXA和PUMA的表达可辅助临床指标用于预测前列腺癌患者的生化复发情况。
NOXA and PUMA expression add to clinical markers in predicting biochemical recurrence of prostate cancer patients in a survival tree model.
作者信息
Diallo Jean-Simon, Aldejmah Abdulhadi, Mouhim Abdelali Filali, Péant Benjamin, Fahmy Mona Alam, Koumakpayi Ismaël Hervé, Sircar Kanishka, Bégin Louis R, Mes-Masson Anne-Marie, Saad Fred
机构信息
Centre de Recherche du Centre Hospitalier de l'Université de Montréal and Institut du Cancer de Montréal, Québec, Canada.
出版信息
Clin Cancer Res. 2007 Dec 1;13(23):7044-52. doi: 10.1158/1078-0432.CCR-07-1224.
PURPOSE
To assess the expression of proapoptotic NOXA and PUMA in prostate tissues and delineate their association with prostate cancer (PCa) recurrence.
EXPERIMENTAL DESIGN
Normal, prostatic intraepithelial neoplasia (PIN), hormone-sensitive (HS) PCa, and hormone-refractory (HR) PCa tissues were used to build tissue microarrays encompassing a total of 135 patients. Two observers assessed the intensity of NOXA and PUMA immunohistochemical staining using a composite color scale. One hundred and eighty recursive partitioning and regression tree (RPART) models were generated to predict biochemical recurrence (BCR) within HS cancer patients using NOXA, PUMA, and clinical parameters. Models were then ranked according to the integrated Brier score (IBS).
RESULTS
Increasing NOXA expression was associated with PCa progression, reaching the highest levels in HR PCa. Increased NOXA expression was observed in 68% of HS cancer patients and was predictive of BCR (LR = 8.64; P = 0.003). In contrast, PUMA expression was highest in HS cancer, and although 70% of HS cancer patients exhibited increased PUMA expression, PUMA alone could not predict the onset of BCR. Interestingly, the top-ranking RPART model generated [IBS = 0.107; 95% confidence interval (95% CI), 0.065-0.128] included surgical margin status and NOXA and PUMA expression, although recurrent prognostic classification schemes obtained in the top 10 models favored a survival tree model containing margin status, NOXA expression, and preoperative prostate-specific antigen (PSA) (IBS = 0.114; 95% CI, 0.069-0.142).
CONCLUSION
We conclude that NOXA and PUMA expression may be linked to PCa progression and propose further validation of a survival tree model including surgical margin status, NOXA expression, and preoperative PSA for predicting BCR.
目的
评估促凋亡蛋白NOXA和PUMA在前列腺组织中的表达,并阐明它们与前列腺癌(PCa)复发的关系。
实验设计
使用正常、前列腺上皮内瘤变(PIN)、激素敏感(HS)PCa和激素难治(HR)PCa组织构建组织微阵列,共纳入135例患者。两名观察者使用复合颜色量表评估NOXA和PUMA免疫组化染色的强度。生成180个递归划分和回归树(RPART)模型,以使用NOXA、PUMA和临床参数预测HS癌症患者的生化复发(BCR)。然后根据综合布里尔评分(IBS)对模型进行排名。
结果
NOXA表达增加与PCa进展相关,在HR PCa中达到最高水平。68%的HS癌症患者观察到NOXA表达增加,且可预测BCR(LR = 8.64;P = 0.003)。相比之下,PUMA表达在HS癌症中最高,尽管70%的HS癌症患者表现出PUMA表达增加,但单独的PUMA不能预测BCR的发生。有趣的是,生成的排名最高的RPART模型[IBS = 0.107;95%置信区间(95%CI),0.065 - 0.128]包括手术切缘状态以及NOXA和PUMA表达,尽管在前10个模型中获得的复发预后分类方案更倾向于包含切缘状态、NOXA表达和术前前列腺特异性抗原(PSA)的生存树模型(IBS = 0.114;95%CI,0.069 - 0.142)。
结论
我们得出结论,NOXA和PUMA表达可能与PCa进展相关,并建议进一步验证包含手术切缘状态、NOXA表达和术前PSA的生存树模型用于预测BCR。