Department of Urology, Fukushima Medical University School of Medicine, Fukushima, Japan.
Department of Urology, Iwate Medical University School of Medicine, Morioka, Japan.
Neurourol Urodyn. 2019 Nov;38(8):2200-2208. doi: 10.1002/nau.24117. Epub 2019 Jul 23.
The aim of the present study was to construct a novel classification based on perioperative changes of membranous urethral length (MUL) using hierarchical cluster analysis to predict urinary incontinence (UI) and overactive bladder (OAB) symptoms after robot-assisted radical prostatectomy (RARP).
A total of 299 patients who underwent RARP with complete pre and postoperative MUL data were included in the present study. Hierarchical cluster analysis was performed to identify the groups with similar perioperative MUL and prostate size. UI and OAB symptoms after RARP were evaluated in each cluster for 12 months after RARP.
Four groups were identified by the cluster analysis of these factors: preservation of MUL type (cluster 1, n = 92); standard type (cluster 2, n = 137); large prostate type (cluster 3, n = 23); and loss of MUL type (cluster 4, n = 47). Although there was significantly more UI in clusters 3 and 4 than in clusters 1 and 2 up to 3 months after RARP, UI improvement was the most delayed in cluster 3. Improvement of OAB symptoms was also most delayed in cluster 3. Urinary quality of life (QOL) was significantly worse in cluster 4 than in clusters 1 and 2.
Cluster analysis successfully classified patients after RARP into four characteristic groups based on perioperative MUL. Recovery from UI and OAB symptoms and urinary QOL after RARP were significantly different among these groups. This classification based on cluster analysis might be useful to predict recovery from UI and OAB symptoms when following QOL after RARP.
本研究旨在通过层次聚类分析,构建一种基于膜性尿道长度(MUL)围手术期变化的新分类方法,以预测机器人辅助前列腺根治术后(RARP)尿失禁(UI)和膀胱过度活动症(OAB)症状。
本研究共纳入 299 例接受 RARP 且具有完整术前和术后 MUL 数据的患者。采用层次聚类分析确定具有相似围手术期 MUL 和前列腺大小的组。在 RARP 后 12 个月内,对每个组的 RARP 后 UI 和 OAB 症状进行评估。
通过对这些因素的聚类分析,确定了 4 个组:MUL 保留型(簇 1,n=92);标准型(簇 2,n=137);大前列腺型(簇 3,n=23);和 MUL 丢失型(簇 4,n=47)。尽管 RARP 后 3 个月时,簇 3 和簇 4 的 UI 明显多于簇 1 和簇 2,但簇 3 的 UI 改善最为延迟。OAB 症状的改善也在簇 3 中最为延迟。簇 4 的尿控生活质量(QOL)明显差于簇 1 和簇 2。
聚类分析成功地将 RARP 后的患者分为 4 个具有特征的组,基于围手术期 MUL。这些组之间的 RARP 后 UI 和 OAB 症状的恢复以及尿控 QOL 存在显著差异。这种基于聚类分析的分类方法可能有助于预测 RARP 后 QOL 随访时 UI 和 OAB 症状的恢复。