Pierorazio Phillip, Desai Manisha, McCann Tara, Benson Mitchell, McKiernan James
Department of Urology, Johns Hopkins University, Baltimore, MD 21287, USA.
BJU Int. 2009 Jan;103(1):38-42. doi: 10.1111/j.1464-410X.2008.07952.x. Epub 2008 Sep 3.
To investigate the relationship between prostate-specific antigen (PSA) level and Gleason sum, and its impact on biochemical failure (persistent PSA level of >0.2 ng/mL) after radical prostatectomy (RP), as the PSA, Gleason sum and clinical stage are commonly used preoperative predictors of outcome in men with localized prostate cancer.
The Columbia Urologic Oncology Database was reviewed (1988-2006); 3460 had undergone RP. Patients who received neoadjuvant/adjuvant therapy or had incomplete data were excluded, yielding 1932 in the analysed sample. Analysis of variance (ANOVA) methods were used to assess differences in PSA level (on a log scale) among three different groups of patients, categorized by their Gleason sum scores, as <7, 7 and >7. To account for full penetrance of PSA screening, surgery before 1998 was considered as a potential confounder. ANOVA was used to determine whether the association of Gleason score and PSA levels differed before and after 1998. The effect of PSA level on biochemical failure was examined for variance among the three Gleason score groups using a Cox proportional hazards model with time to biochemical failure as the outcome, logPSA, Gleason sum (<7, 7 and >7), their interaction, and clinical stage as the predictors. Concordance indices (c-index) were calculated for the model with and without the interaction term between PSA and Gleason sum to determine its significance.
Of 1932 patients, 1190 (61.6%) had a Gleason sum of <7, 595 (30.8%) of 7 and 146 (7.6%) of >7. The median PSA level was 5.9, 6.1 and 7.8 ng/mL, respectively (P < 0.001). After adjusting for clinical stage, there was no significant interaction effect (P = 0.34) between Gleason sum and time of surgery on PSA level, implying that the relationship between Gleason sum and PSA levels has not changed over these two periods, despite changes in PSA screening. Results from the Cox model showed that PSA level, Gleason sum, their interaction term and clinical stage were significant predictors of biochemical failure. The c-index for the model without the interaction term was 0.70 and increased to 0.72 when including it, indicating an increase in the predictive ability of the model when including the interaction term.
PSA level and Gleason sum are highly interrelated variables, although they each carry additional information that significantly contributes to the prediction of biochemical failure. This study shows that, for an individual patient, the higher the initial PSA level the higher the risk of having poorly differentiated prostate cancer. Also, predictive models of biochemical failure can be improved by considering the interaction between PSA and Gleason sum.
前列腺特异性抗原(PSA)水平、Gleason评分总和与根治性前列腺切除术(RP)后生化复发(PSA持续水平>0.2 ng/mL)之间的关系,因为PSA、Gleason评分总和及临床分期是局限性前列腺癌男性患者常用的术前预后预测指标。
回顾了哥伦比亚大学泌尿外科肿瘤数据库(1988 - 2006年);3460例患者接受了RP。排除接受新辅助/辅助治疗或数据不完整的患者,最终分析样本为1932例。采用方差分析(ANOVA)方法评估根据Gleason评分总和分为<7、7和>7的三组不同患者PSA水平(对数尺度)的差异。为考虑PSA筛查的完全普及率,将1998年前的手术视为潜在混杂因素。使用ANOVA确定1998年前后Gleason评分与PSA水平之间的关联是否存在差异。采用Cox比例风险模型,以生化复发时间为结局,logPSA、Gleason评分总和(<7、7和>7)、它们的交互作用以及临床分期作为预测因素,检验PSA水平对三组Gleason评分患者生化复发差异的影响。计算有无PSA与Gleason评分总和交互项的模型的一致性指数(c指数),以确定其显著性。
1932例患者中,1190例(61.6%)Gleason评分总和<7,595例(30.8%)为7,146例(7.6%)>7。中位PSA水平分别为5.9、6.1和7.8 ng/mL(P<0.001)。调整临床分期后,Gleason评分总和与手术时间对PSA水平无显著交互作用(P = 0.34),这意味着尽管PSA筛查有所变化,但这两个时期Gleason评分总和与PSA水平之间的关系未改变。Cox模型结果显示,PSA水平、Gleason评分总和、它们的交互项以及临床分期是生化复发的显著预测因素。无交互项模型的c指数为0.70,纳入交互项后增至0.72,表明纳入交互项后模型的预测能力增强。
PSA水平与Gleason评分总和是高度相关的变量,尽管它们各自携带的额外信息对生化复发的预测有显著贡献。本研究表明,对于个体患者,初始PSA水平越高,前列腺癌分化差的风险越高。此外,考虑PSA与Gleason评分总和之间的相互作用可改善生化复发的预测模型。