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The Huashan risk calculators performed better in prediction of prostate cancer in Chinese population: a training study followed by a validation study
The performances of the Prostate Cancer Prevention Trial (PCPT) risk calculator and other risk calculators for prostate cancer (PCa) prediction in Chinese populations were poorly understood. We performed this study to build risk calculators (Huashan risk calculators) based on Chinese population and...
Autores principales: | , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Medknow Publications & Media Pvt Ltd
2016
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5109890/ https://www.ncbi.nlm.nih.gov/pubmed/27212127 http://dx.doi.org/10.4103/1008-682X.181192 |
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author | Wu, Yi-Shuo Zhang, Ning Liu, Sheng-Hua Xu, Jian-Feng Tong, Shi-Jun Cai, Ye-Hua Zhang, Li-Min Bai, Pei-De Hu, Meng-Bo Jiang, Hao-Wen Na, Rong Ding, Qiang Sun, Ying-Hao |
author_facet | Wu, Yi-Shuo Zhang, Ning Liu, Sheng-Hua Xu, Jian-Feng Tong, Shi-Jun Cai, Ye-Hua Zhang, Li-Min Bai, Pei-De Hu, Meng-Bo Jiang, Hao-Wen Na, Rong Ding, Qiang Sun, Ying-Hao |
author_sort | Wu, Yi-Shuo |
collection | PubMed |
description | The performances of the Prostate Cancer Prevention Trial (PCPT) risk calculator and other risk calculators for prostate cancer (PCa) prediction in Chinese populations were poorly understood. We performed this study to build risk calculators (Huashan risk calculators) based on Chinese population and validated the performance of prostate-specific antigen (PSA), PCPT risk calculator, and Huashan risk calculators in a validation cohort. We built Huashan risk calculators based on data from 1059 men who underwent initial prostate biopsy from January 2006 to December 2010 in a training cohort. Then, we validated the performance of PSA, PCPT risk calculator, and Huashan risk calculators in an observational validation study from January 2011 to December 2014. All necessary clinical information were collected before the biopsy. The results showed that Huashan risk calculators 1 and 2 outperformed the PCPT risk calculator for predicting PCa in both entire training cohort and stratified population (with PSA from 2.0 ng ml(−1) to 20.0 ng m). In the validation study, Huashan risk calculator 1 still outperformed the PCPT risk calculator in the entire validation cohort (0.849 vs 0.779 in area under the receiver operating characteristic curve [AUC] and stratified population. A considerable reduction of unnecessary biopsies (approximately 30%) was also observed when the Huashan risk calculators were used. Thus, we believe that the Huashan risk calculators (especially Huashan risk calculator 1) may have added value for predicting PCa in Chinese population. However, these results still needed further evaluation in larger populations. |
format | Online Article Text |
id | pubmed-5109890 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2016 |
publisher | Medknow Publications & Media Pvt Ltd |
record_format | MEDLINE/PubMed |
spelling | pubmed-51098902016-11-25 The Huashan risk calculators performed better in prediction of prostate cancer in Chinese population: a training study followed by a validation study Wu, Yi-Shuo Zhang, Ning Liu, Sheng-Hua Xu, Jian-Feng Tong, Shi-Jun Cai, Ye-Hua Zhang, Li-Min Bai, Pei-De Hu, Meng-Bo Jiang, Hao-Wen Na, Rong Ding, Qiang Sun, Ying-Hao Asian J Androl Original Article The performances of the Prostate Cancer Prevention Trial (PCPT) risk calculator and other risk calculators for prostate cancer (PCa) prediction in Chinese populations were poorly understood. We performed this study to build risk calculators (Huashan risk calculators) based on Chinese population and validated the performance of prostate-specific antigen (PSA), PCPT risk calculator, and Huashan risk calculators in a validation cohort. We built Huashan risk calculators based on data from 1059 men who underwent initial prostate biopsy from January 2006 to December 2010 in a training cohort. Then, we validated the performance of PSA, PCPT risk calculator, and Huashan risk calculators in an observational validation study from January 2011 to December 2014. All necessary clinical information were collected before the biopsy. The results showed that Huashan risk calculators 1 and 2 outperformed the PCPT risk calculator for predicting PCa in both entire training cohort and stratified population (with PSA from 2.0 ng ml(−1) to 20.0 ng m). In the validation study, Huashan risk calculator 1 still outperformed the PCPT risk calculator in the entire validation cohort (0.849 vs 0.779 in area under the receiver operating characteristic curve [AUC] and stratified population. A considerable reduction of unnecessary biopsies (approximately 30%) was also observed when the Huashan risk calculators were used. Thus, we believe that the Huashan risk calculators (especially Huashan risk calculator 1) may have added value for predicting PCa in Chinese population. However, these results still needed further evaluation in larger populations. Medknow Publications & Media Pvt Ltd 2016 2016-05-20 /pmc/articles/PMC5109890/ /pubmed/27212127 http://dx.doi.org/10.4103/1008-682X.181192 Text en Copyright: © 2016 AJA, SIMM & SJTU http://creativecommons.org/licenses/by-nc-sa/3.0 This is an open access article distributed under the terms of the Creative Commons Attribution-NonCommercial-ShareAlike 3.0 License, which allows others to remix, tweak, and build upon the work non-commercially, as long as the author is credited and the new creations are licensed under the identical terms. |
spellingShingle | Original Article Wu, Yi-Shuo Zhang, Ning Liu, Sheng-Hua Xu, Jian-Feng Tong, Shi-Jun Cai, Ye-Hua Zhang, Li-Min Bai, Pei-De Hu, Meng-Bo Jiang, Hao-Wen Na, Rong Ding, Qiang Sun, Ying-Hao The Huashan risk calculators performed better in prediction of prostate cancer in Chinese population: a training study followed by a validation study |
title | The Huashan risk calculators performed better in prediction of prostate cancer in Chinese population: a training study followed by a validation study |
title_full | The Huashan risk calculators performed better in prediction of prostate cancer in Chinese population: a training study followed by a validation study |
title_fullStr | The Huashan risk calculators performed better in prediction of prostate cancer in Chinese population: a training study followed by a validation study |
title_full_unstemmed | The Huashan risk calculators performed better in prediction of prostate cancer in Chinese population: a training study followed by a validation study |
title_short | The Huashan risk calculators performed better in prediction of prostate cancer in Chinese population: a training study followed by a validation study |
title_sort | huashan risk calculators performed better in prediction of prostate cancer in chinese population: a training study followed by a validation study |
topic | Original Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5109890/ https://www.ncbi.nlm.nih.gov/pubmed/27212127 http://dx.doi.org/10.4103/1008-682X.181192 |
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