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一项旨在预测前列腺癌复发且PSA<1 ng/ml患者镓-PSMA PET/CT阳性的列线图的预测准确性和临床获益:单机构数据库的外部验证

Predictive accuracy and clinical benefit of a nomogram aimed to predict Ga-PSMA PET/CT positivity in patients with prostate cancer recurrence and PSA < 1 ng/ml external validation on a single institution database.

作者信息

Bianchi Lorenzo, Borghesi Marco, Schiavina Riccardo, Castellucci Paolo, Ercolino Amelio, Bianchi Federico Mineo, Barbaresi Umberto, Polverari Giulia, Brunocilla Eugenio, Fanti Stefano, Ceci Francesco

机构信息

Department of Urology, University of Bologna, S. Orsola-Malpighi Hospital, Via Palagi 9, 40138, Bologna, Italy.

Department of Specialistic, Diagnostic and Experimental Medicine (DIMES), University of Bologna, Bologna, Italy.

出版信息

Eur J Nucl Med Mol Imaging. 2020 Aug;47(9):2100-2105. doi: 10.1007/s00259-020-04696-z. Epub 2020 Jan 31.

Abstract

PURPOSE

To perform an external validation of a recently published nomogram aimed to predict positive Ga-PSMA-11 PET/CT in patients with biochemical recurrence (BCR) after radical prostatectomy (RP) by Rauscher et al. (Eur Urol 73(5):656-661, 2018).

METHODS

Overall, 413 PCa patients with BCR after RP (two consecutive PSA ≥ 0.2 ng/ml) and PSA value between 0.2 and 1 ng/ml were included. A multivariable logistic regression model was produced to assess the predictors of positive Ga-PSMA-11 PET/CT results. The performance characteristics of the model were assessed by quantifying the predictive accuracy, according to model calibration. Yuden's index was used to find the best nomogram's cut-off. Finally, decision curve analysis (DCA) was implemented to quantify the nomogram's clinical value.

RESULTS

In the external cohort, the overall detection rate of Ga-PSMA-11 PET/CT was 44% vs. 64.7% in the original population. At multivariate analysis, PSA at Ga-PSMA-11 PET/CT (OR: 7.06, p < 0.001) and ongoing ADT at time of Ga-PSMA-11 PET/CT (OR: 2.07, p = 0.03) were the only independent predictors of PET/CT positivity. The predictive accuracy of nomogram was suboptimal and comparable to that reported in the original model (64% vs. 67%, respectively). The calibration plot indicated suboptimal concordance. The best nomogram's cut-off to predict positive Ga-PSMA-11 PET/CT was 35% (AUC = 0.61). In DCA, the nomogram revealed clinical net benefit when the threshold probabilities of positive Ga-PSMA-11 PET/CT is > 35%.

CONCLUSION

We assessed similar suboptimal predictive accuracies in the external cohort compared to the original one. PSA and ongoing ADT were confirmed as positive predictors, and the most informative nomogram cut-off resulted 35%.

摘要

目的

对Rauscher等人(《欧洲泌尿学》73(5):656 - 661, 2018)最近发表的旨在预测根治性前列腺切除术后生化复发(BCR)患者Ga - PSMA - 11 PET/CT阳性的列线图进行外部验证。

方法

总共纳入了413例根治性前列腺切除术后发生BCR(连续两次PSA≥0.2 ng/ml)且PSA值在0.2至1 ng/ml之间的前列腺癌患者。构建了一个多变量逻辑回归模型来评估Ga - PSMA - 11 PET/CT阳性结果的预测因素。根据模型校准,通过量化预测准确性来评估模型的性能特征。使用尤登指数来确定最佳列线图截断值。最后,实施决策曲线分析(DCA)以量化列线图的临床价值。

结果

在外部队列中,Ga - PSMA - 11 PET/CT的总体检测率为44%,而在原始人群中为64.7%。在多变量分析中,Ga - PSMA - 11 PET/CT时的PSA(比值比:7.06,p < 0.001)和Ga - PSMA - 11 PET/CT时正在进行的雄激素剥夺治疗(ADT)(比值比:2.07,p = 0.03)是PET/CT阳性的仅有的独立预测因素。列线图的预测准确性次优,与原始模型中报告的相当(分别为64%和67%)。校准图显示一致性次优。预测Ga - PSMA - 11 PET/CT阳性的最佳列线图截断值为35%(曲线下面积 = 0.61)。在DCA中,当Ga - PSMA - 11 PET/CT阳性的阈值概率> 35%时,列线图显示出临床净效益。

结论

与原始队列相比,我们在外部队列中评估了类似的次优预测准确性。PSA和正在进行的ADT被确认为阳性预测因素,最具信息量的列线图截断值为35%。

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