Cargando…

A parameterized model for mean urinary inflow rate and its preliminary application in radiotherapy for cervical cancer

Forty-nine patients with stage II(b) cervical cancer were included to investigate the changes in bladder volume in response to different approaches to maintaining consistent bladder filling. The impacts of age (P (age)), water consumption (P (wat)), and body mass index (BMI, P (bmi)) on the mean uri...

Descripción completa

Detalles Bibliográficos
Autores principales: Jin, Fu, Luo, Huan-Li, Zhou, Juan, Yang, Ding-Yi, Yin, Li, Yang, Xiao-Qing, He, Ya-Nan, Liu, Xian-Feng, Qiu, Da, Zhong, Ming-Song, Yang, Han, Li, Chao, Li, Qi-Cheng, He, Guang-Lei, Wang, Ying
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5428256/
https://www.ncbi.nlm.nih.gov/pubmed/28325943
http://dx.doi.org/10.1038/s41598-017-00356-9
_version_ 1783235776573603840
author Jin, Fu
Luo, Huan-Li
Zhou, Juan
Yang, Ding-Yi
Yin, Li
Yang, Xiao-Qing
He, Ya-Nan
Liu, Xian-Feng
Qiu, Da
Zhong, Ming-Song
Yang, Han
Li, Chao
Li, Qi-Cheng
He, Guang-Lei
Wang, Ying
author_facet Jin, Fu
Luo, Huan-Li
Zhou, Juan
Yang, Ding-Yi
Yin, Li
Yang, Xiao-Qing
He, Ya-Nan
Liu, Xian-Feng
Qiu, Da
Zhong, Ming-Song
Yang, Han
Li, Chao
Li, Qi-Cheng
He, Guang-Lei
Wang, Ying
author_sort Jin, Fu
collection PubMed
description Forty-nine patients with stage II(b) cervical cancer were included to investigate the changes in bladder volume in response to different approaches to maintaining consistent bladder filling. The impacts of age (P (age)), water consumption (P (wat)), and body mass index (BMI, P (bmi)) on the mean urinary inflow rate (v (tot)) were analysed. The bladder volume (BV) increased linearly over time. A large variation in v (tot) among individuals was observed, ranging from 0.19 to 5.13 ml/min. The v (tot) was correlated with P (age) (R = −0.53, p = 0.01) and P (wat) (R = 0.84, p = 0.00), and no correlation between v (tot) and P (bmi) was found (p > 0.05). Therefore, v (tot) could be parameterized using two methods: multivariable linear regression and iterative fitting. There was no statistically significant difference between the two methods. The model accuracy was successfully assessed with several validation tests for patients with good compliance (79.2% of all patients), and the proportion of radiotherapy (RT) fractions with zero wait time (one ultrasound (US) scan) increased from 6.5% to 41.2%. The optimal US scanning number and RT time could be provided using this model. This adaptive RT approach could reduce patient discomfort caused by holding onto urine and reduce technician labour as well as cost.
format Online
Article
Text
id pubmed-5428256
institution National Center for Biotechnology Information
language English
publishDate 2017
publisher Nature Publishing Group UK
record_format MEDLINE/PubMed
spelling pubmed-54282562017-05-15 A parameterized model for mean urinary inflow rate and its preliminary application in radiotherapy for cervical cancer Jin, Fu Luo, Huan-Li Zhou, Juan Yang, Ding-Yi Yin, Li Yang, Xiao-Qing He, Ya-Nan Liu, Xian-Feng Qiu, Da Zhong, Ming-Song Yang, Han Li, Chao Li, Qi-Cheng He, Guang-Lei Wang, Ying Sci Rep Article Forty-nine patients with stage II(b) cervical cancer were included to investigate the changes in bladder volume in response to different approaches to maintaining consistent bladder filling. The impacts of age (P (age)), water consumption (P (wat)), and body mass index (BMI, P (bmi)) on the mean urinary inflow rate (v (tot)) were analysed. The bladder volume (BV) increased linearly over time. A large variation in v (tot) among individuals was observed, ranging from 0.19 to 5.13 ml/min. The v (tot) was correlated with P (age) (R = −0.53, p = 0.01) and P (wat) (R = 0.84, p = 0.00), and no correlation between v (tot) and P (bmi) was found (p > 0.05). Therefore, v (tot) could be parameterized using two methods: multivariable linear regression and iterative fitting. There was no statistically significant difference between the two methods. The model accuracy was successfully assessed with several validation tests for patients with good compliance (79.2% of all patients), and the proportion of radiotherapy (RT) fractions with zero wait time (one ultrasound (US) scan) increased from 6.5% to 41.2%. The optimal US scanning number and RT time could be provided using this model. This adaptive RT approach could reduce patient discomfort caused by holding onto urine and reduce technician labour as well as cost. Nature Publishing Group UK 2017-03-21 /pmc/articles/PMC5428256/ /pubmed/28325943 http://dx.doi.org/10.1038/s41598-017-00356-9 Text en © The Author(s) 2017 This work is licensed under a Creative Commons Attribution 4.0 International License. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in the credit line; if the material is not included under the Creative Commons license, users will need to obtain permission from the license holder to reproduce the material. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/
spellingShingle Article
Jin, Fu
Luo, Huan-Li
Zhou, Juan
Yang, Ding-Yi
Yin, Li
Yang, Xiao-Qing
He, Ya-Nan
Liu, Xian-Feng
Qiu, Da
Zhong, Ming-Song
Yang, Han
Li, Chao
Li, Qi-Cheng
He, Guang-Lei
Wang, Ying
A parameterized model for mean urinary inflow rate and its preliminary application in radiotherapy for cervical cancer
title A parameterized model for mean urinary inflow rate and its preliminary application in radiotherapy for cervical cancer
title_full A parameterized model for mean urinary inflow rate and its preliminary application in radiotherapy for cervical cancer
title_fullStr A parameterized model for mean urinary inflow rate and its preliminary application in radiotherapy for cervical cancer
title_full_unstemmed A parameterized model for mean urinary inflow rate and its preliminary application in radiotherapy for cervical cancer
title_short A parameterized model for mean urinary inflow rate and its preliminary application in radiotherapy for cervical cancer
title_sort parameterized model for mean urinary inflow rate and its preliminary application in radiotherapy for cervical cancer
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5428256/
https://www.ncbi.nlm.nih.gov/pubmed/28325943
http://dx.doi.org/10.1038/s41598-017-00356-9
work_keys_str_mv AT jinfu aparameterizedmodelformeanurinaryinflowrateanditspreliminaryapplicationinradiotherapyforcervicalcancer
AT luohuanli aparameterizedmodelformeanurinaryinflowrateanditspreliminaryapplicationinradiotherapyforcervicalcancer
AT zhoujuan aparameterizedmodelformeanurinaryinflowrateanditspreliminaryapplicationinradiotherapyforcervicalcancer
AT yangdingyi aparameterizedmodelformeanurinaryinflowrateanditspreliminaryapplicationinradiotherapyforcervicalcancer
AT yinli aparameterizedmodelformeanurinaryinflowrateanditspreliminaryapplicationinradiotherapyforcervicalcancer
AT yangxiaoqing aparameterizedmodelformeanurinaryinflowrateanditspreliminaryapplicationinradiotherapyforcervicalcancer
AT heyanan aparameterizedmodelformeanurinaryinflowrateanditspreliminaryapplicationinradiotherapyforcervicalcancer
AT liuxianfeng aparameterizedmodelformeanurinaryinflowrateanditspreliminaryapplicationinradiotherapyforcervicalcancer
AT qiuda aparameterizedmodelformeanurinaryinflowrateanditspreliminaryapplicationinradiotherapyforcervicalcancer
AT zhongmingsong aparameterizedmodelformeanurinaryinflowrateanditspreliminaryapplicationinradiotherapyforcervicalcancer
AT yanghan aparameterizedmodelformeanurinaryinflowrateanditspreliminaryapplicationinradiotherapyforcervicalcancer
AT lichao aparameterizedmodelformeanurinaryinflowrateanditspreliminaryapplicationinradiotherapyforcervicalcancer
AT liqicheng aparameterizedmodelformeanurinaryinflowrateanditspreliminaryapplicationinradiotherapyforcervicalcancer
AT heguanglei aparameterizedmodelformeanurinaryinflowrateanditspreliminaryapplicationinradiotherapyforcervicalcancer
AT wangying aparameterizedmodelformeanurinaryinflowrateanditspreliminaryapplicationinradiotherapyforcervicalcancer
AT jinfu parameterizedmodelformeanurinaryinflowrateanditspreliminaryapplicationinradiotherapyforcervicalcancer
AT luohuanli parameterizedmodelformeanurinaryinflowrateanditspreliminaryapplicationinradiotherapyforcervicalcancer
AT zhoujuan parameterizedmodelformeanurinaryinflowrateanditspreliminaryapplicationinradiotherapyforcervicalcancer
AT yangdingyi parameterizedmodelformeanurinaryinflowrateanditspreliminaryapplicationinradiotherapyforcervicalcancer
AT yinli parameterizedmodelformeanurinaryinflowrateanditspreliminaryapplicationinradiotherapyforcervicalcancer
AT yangxiaoqing parameterizedmodelformeanurinaryinflowrateanditspreliminaryapplicationinradiotherapyforcervicalcancer
AT heyanan parameterizedmodelformeanurinaryinflowrateanditspreliminaryapplicationinradiotherapyforcervicalcancer
AT liuxianfeng parameterizedmodelformeanurinaryinflowrateanditspreliminaryapplicationinradiotherapyforcervicalcancer
AT qiuda parameterizedmodelformeanurinaryinflowrateanditspreliminaryapplicationinradiotherapyforcervicalcancer
AT zhongmingsong parameterizedmodelformeanurinaryinflowrateanditspreliminaryapplicationinradiotherapyforcervicalcancer
AT yanghan parameterizedmodelformeanurinaryinflowrateanditspreliminaryapplicationinradiotherapyforcervicalcancer
AT lichao parameterizedmodelformeanurinaryinflowrateanditspreliminaryapplicationinradiotherapyforcervicalcancer
AT liqicheng parameterizedmodelformeanurinaryinflowrateanditspreliminaryapplicationinradiotherapyforcervicalcancer
AT heguanglei parameterizedmodelformeanurinaryinflowrateanditspreliminaryapplicationinradiotherapyforcervicalcancer
AT wangying parameterizedmodelformeanurinaryinflowrateanditspreliminaryapplicationinradiotherapyforcervicalcancer