Departments of Urology and Surgery, Royal Melbourne Hospital and The University of Melbourne, Parkville, Victoria, Australia.
Division of Bioinformatics, Walter and Eliza Hall Institute, Parkville, Victoria, Australia.
Endocr Relat Cancer. 2018 May;25(5):561-568. doi: 10.1530/ERC-17-0466.
Obesity is linked with more aggressive prostate cancer and higher rates of disease recurrence post treatment. It is unclear if this is due to specific tumor-promoting effects of obesity or diagnostic bias. Patients undergoing prostatectomy were categorized according to their body mass index (BMI). Expected prostate-specific antigen (PSA) levels were calculated for each patient based on tumor characteristics. The effect of obesity on the accuracy of pre-treatment risk categorization was determined, and mediation analysis was used to identify the contribution of biologic vs non-biologic mechanisms to the observed increased risk of biochemical recurrence. Residual tumor-promoting effects were estimated in a survival model controlling for diagnostic error. The following results were obtained. The analysis included 1587 patients. Despite similar rates of adverse pathological features at prostatectomy, biochemical recurrence rates were significantly higher in very obese patients, which persisted after adjustment for stage, grade and PSA. Tumor volume however correlated significantly with BMI ( = 0.004), and the difference in predicted and observed 'tumor-attributable' PSA (Delta-PSA) in very obese patients was greater than three times higher than that of healthy patients ( = 0.0067). Regression analysis indicated that the effect of BMI on tumor volume was fully mediated indirectly by its effect on PSA. Inclusion of this diagnostic error as a covariate in the survival analysis attenuated the effect of BMI on recurrence. In conclusion, being very obese suppresses tumor-associated PSA resulting in a diagnostic bias that is responsible for errors in risk classification, and potentially contributes to a delay in initial presentation.
肥胖与侵袭性更强的前列腺癌和更高的治疗后疾病复发率有关。目前尚不清楚这是由于肥胖对肿瘤的特定促进作用,还是由于诊断偏差。根据患者的体重指数(BMI)对接受前列腺切除术的患者进行分类。根据肿瘤特征,为每位患者计算预期的前列腺特异性抗原(PSA)水平。确定肥胖对治疗前风险分类准确性的影响,并进行中介分析以确定生物与非生物机制对观察到的生化复发风险增加的贡献。在控制诊断错误的生存模型中估计残留的肿瘤促进作用。得到以下结果。该分析包括 1587 名患者。尽管前列腺切除术后具有相似的不良病理特征,但非常肥胖患者的生化复发率明显更高,这一趋势在调整分期、分级和 PSA 后仍然存在。然而,肿瘤体积与 BMI 显著相关(r=0.004),非常肥胖患者的预测 PSA 和观察到的“肿瘤归因性”PSA(Delta-PSA)之间的差异比健康患者高三倍以上(r=0.0067)。回归分析表明,BMI 对 PSA 的影响通过其对 PSA 的影响间接完全介导了肿瘤体积的变化。将这种诊断错误作为协变量纳入生存分析中,降低了 BMI 对复发的影响。总之,非常肥胖会抑制与肿瘤相关的 PSA,导致诊断偏差,从而导致风险分类错误,并可能导致初始表现延迟。