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Cluster analysis identifies three urodynamic patterns in patients with orthotopic neobladder reconstruction
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 n...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2017
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5646783/ https://www.ncbi.nlm.nih.gov/pubmed/29045422 http://dx.doi.org/10.1371/journal.pone.0185255 |
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author | Kim, Kwang Hyun Yoon, Hyun Suk Song, Wan Choo, Hee Jung Yoon, Hana Chung, Woo Sik Sim, Bong Suk Lee, Dong Hyeon |
author_facet | Kim, Kwang Hyun Yoon, Hyun Suk Song, Wan Choo, Hee Jung Yoon, Hana Chung, Woo Sik Sim, Bong Suk Lee, Dong Hyeon |
author_sort | Kim, Kwang Hyun |
collection | PubMed |
description | 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. |
format | Online Article Text |
id | pubmed-5646783 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-56467832017-10-30 Cluster analysis identifies three urodynamic patterns in patients with orthotopic neobladder reconstruction Kim, Kwang Hyun Yoon, Hyun Suk Song, Wan Choo, Hee Jung Yoon, Hana Chung, Woo Sik Sim, Bong Suk Lee, Dong Hyeon PLoS One Research Article 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. Public Library of Science 2017-10-18 /pmc/articles/PMC5646783/ /pubmed/29045422 http://dx.doi.org/10.1371/journal.pone.0185255 Text en © 2017 Kim et al http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. |
spellingShingle | Research Article Kim, Kwang Hyun Yoon, Hyun Suk Song, Wan Choo, Hee Jung Yoon, Hana Chung, Woo Sik Sim, Bong Suk Lee, Dong Hyeon 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 |
title_full | Cluster analysis identifies three urodynamic patterns in patients with orthotopic neobladder reconstruction |
title_fullStr | Cluster analysis identifies three urodynamic patterns in patients with orthotopic neobladder reconstruction |
title_full_unstemmed | Cluster analysis identifies three urodynamic patterns in patients with orthotopic neobladder reconstruction |
title_short | Cluster analysis identifies three urodynamic patterns in patients with orthotopic neobladder reconstruction |
title_sort | cluster analysis identifies three urodynamic patterns in patients with orthotopic neobladder reconstruction |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5646783/ https://www.ncbi.nlm.nih.gov/pubmed/29045422 http://dx.doi.org/10.1371/journal.pone.0185255 |
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