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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...
Autores principales: | , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2017
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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 |
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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 |
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