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Cluster analysis identifies three urodynamic patterns in patients with orthotopic neobladder reconstruction
- Title
- Cluster analysis identifies three urodynamic patterns in patients with orthotopic neobladder reconstruction
- Authors
- Kim, Kwang Hyun; Yoon, Hyun Suk; Song, Wan; Choo, Hee Jung; Yoon, Hana; Chung, Woo Sik; Sim, Bong Suk; Lee, Dong Hyeon
- Ewha Authors
- 심봉석; 정우식; 이동현; 윤하나; 김광현
- SCOPUS Author ID
- 심봉석

; 정우식
; 이동현
; 윤하나
; 김광현
- Issue Date
- 2017
- Journal Title
- PLOS ONE
- ISSN
- 1932-6203
- Citation
- PLOS ONE vol. 12, no. 10
- Publisher
- PUBLIC LIBRARY SCIENCE
- Indexed
- SCIE; SCOPUS

- Document Type
- Article
- Abstract
- Purpose To classify patients with orthotopic neobladder based on urodynamic parameters using cluster analysis and to characterize the voiding function of each group. Materials and methods From January 2012 to November 2015, 142 patients with bladder cancer underwent radical cystectomy and Studer neobladder reconstruction at our institute. Of the 142 patients, 103 with complete urodynamic data and information on urinary functional outcomes were included in this study. K-means clustering was performed with urodynamic parameters which included maximal cystometric capacity, residual volume, maximal flow rate, compliance, and detrusor pressure at maximum flow rate. Three groups emerged by cluster analysis. Urodynamic parameters and urinary function outcomes were compared between three groups. Results Group 1 (n = 44) had ideal urodynamic parameters with a mean maximal bladder capacity of 513.3 ml and mean residual urine volume of 33.1 ml. Group 2 (n = 42) was characterized by small bladder capacity with low compliance. Patients in group 2 had higher rates of daytime incontinence and nighttime incontinence than patients in group 1. Group 3 (n = 17) was characterized by large residual urine volume with high compliance. When we examined gender differences in urodynamics and functional outcomes, residual urine volume and the rate of daytime incontinence were only marginally significant. However, females were significantly more likely to belong to group 2 or 3 (P = 0.003). In multivariate analysis to identify factors associated with group 1 which has the most ideal urodynamic pattern, age (OR 0.95, P = 0.017) and male gender (OR 7.57, P = 0.003) were identified as significant factors. Conclusions While patients with ileal neobladder present with various voiding symptoms, three urodynamic patterns were identified by cluster analysis. Approximately half of patients had ideal urodynamic parameters. The other two groups were characterized by large residual urine and small capacity bladder with low compliance. Young age and male gender appear to have a favorable impact on urodynamic and voiding outcomes in patients undergoing orthotopic neobladder reconstruction.
- DOI
- 10.1371/journal.pone.0185255
- Appears in Collections:
- 의과대학 > 의학과 > Journal papers
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