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开发并多机构验证用于 Gleason 6 前列腺癌升级风险的工具。

Development and multi-institutional validation of an upgrading risk tool for Gleason 6 prostate cancer.

机构信息

Department of Urology, University of Wisconsin School of Medicine and Public Health, Madison, Wisconsin.

出版信息

Cancer. 2013 Nov 15;119(22):3992-4002. doi: 10.1002/cncr.28303. Epub 2013 Sep 4.

Abstract

BACKGROUND

Many patients with low-risk prostate cancer (PC) who are diagnosed with Gleason score 6 at biopsy are ultimately found to harbor higher grade PC (Gleason ≥ 7) at radical prostatectomy. This finding increases risk of recurrence and cancer-specific mortality. Validated clinical tools that are available preoperatively are needed to improve the ability to recognize likelihood of upgrading in patients with low-risk PC.

METHODS

More than 30 clinicopathologic parameters were assessed in consecutive patients with Gleason 6 PC upon biopsy who underwent radical prostatectomy. A nomogram for predicting upgrading (Gleason ≥ 7) on final pathology was generated using multivariable logistic regression in a development cohort of 431 patients. External validation was performed in 2 separate cohorts consisting of 1151 patients and 392 patients. Nomogram performance was assessed using receiver operating characteristic curves, calibration, and decision analysis.

RESULTS

On multivariable analysis, variables predicting upgrading were prostate-specific antigen density using ultrasound (odds ratio [OR] = 229, P = .003), obesity (OR = 1.90, P = .05), number of positive cores (OR = 1.23, P = .01), and maximum core involvement (OR = 0.02, P = .01). On internal validation, the bootstrap-corrected predictive accuracy was 0.753. External validation revealed a predictive accuracy of 0.677 and 0.672. The nomogram demonstrated excellent calibration in all 3 cohorts and decision curves demonstrated high net benefit across a wide range of threshold probabilities. The nomogram demonstrated areas under the curve of 0.597 to 0.672 for predicting upgrading in subsets of men with very low-risk PC who meet active surveillance criteria (all P < .001), allowing further risk stratification of these individuals.

CONCLUSIONS

A nomogram was developed and externally validated that uses preoperative clinical parameters and biopsy findings to predict the risk of pathological upgrading in Gleason 6 patients. This can be used to further inform patients with lower risk PC who are considering treatment or active surveillance.

摘要

背景

许多经活检诊断为 Gleason 评分 6 的低危前列腺癌(PC)患者,在接受根治性前列腺切除术时最终被发现存在更高等级的 PC(Gleason≥7)。这一发现增加了复发和癌症特异性死亡的风险。需要术前使用经过验证的临床工具来提高识别低危 PC 患者升级可能性的能力。

方法

对经活检诊断为 Gleason 6 PC 且接受根治性前列腺切除术的连续患者进行了 30 多项临床病理参数评估。在一个包含 431 例患者的开发队列中,使用多变量逻辑回归生成预测最终病理升级(Gleason≥7)的列线图。在两个独立的队列中进行了外部验证,包括 1151 例患者和 392 例患者。使用接收者操作特征曲线、校准和决策分析评估列线图的性能。

结果

多变量分析中,预测升级的变量包括超声前列腺特异性抗原密度(比值比 [OR] = 229,P =.003)、肥胖(OR = 1.90,P =.05)、阳性核心数(OR = 1.23,P =.01)和最大核心受累(OR = 0.02,P =.01)。内部验证中,bootstrap 校正后的预测准确性为 0.753。外部验证显示预测准确性分别为 0.677 和 0.672。列线图在所有 3 个队列中均表现出良好的校准,决策曲线在广泛的阈值概率范围内显示出较高的净收益。列线图在满足主动监测标准的低危 PC 患者亚组中预测升级的曲线下面积为 0.597 至 0.672(所有 P 值均<.001),从而可以进一步对这些个体进行风险分层。

结论

开发并外部验证了一个列线图,该列线图使用术前临床参数和活检发现来预测 Gleason 6 患者发生病理升级的风险。这可以帮助进一步告知考虑治疗或主动监测的低危 PC 患者。

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