Cargando…
A novel nomogram provides improved accuracy for predicting biochemical recurrence after radical prostatectomy
BACKGROUND: Various prediction tools have been developed to predict biochemical recurrence (BCR) after radical prostatectomy (RP); however, few of the previous prediction tools used serum prostate-specific antigen (PSA) nadir after RP and maximum tumor diameter (MTD) at the same time. In this study,...
Autores principales: | , , , , , , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Lippincott Williams & Wilkins
2021
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8280057/ https://www.ncbi.nlm.nih.gov/pubmed/34133352 http://dx.doi.org/10.1097/CM9.0000000000001607 |
_version_ | 1783722571156422656 |
---|---|
author | Xia, Hai-Zhui Bi, Hai Yan, Ye Yang, Bin Ma, Ruo-Zhuo He, Wei Zhu, Xue-Hua Zhang, Zhi-Ying Zhang, Yu-Ting Ma, Lu-Lin Hou, Xiao-Fei Wirth, Gregory J. Lu, Jian |
author_facet | Xia, Hai-Zhui Bi, Hai Yan, Ye Yang, Bin Ma, Ruo-Zhuo He, Wei Zhu, Xue-Hua Zhang, Zhi-Ying Zhang, Yu-Ting Ma, Lu-Lin Hou, Xiao-Fei Wirth, Gregory J. Lu, Jian |
author_sort | Xia, Hai-Zhui |
collection | PubMed |
description | BACKGROUND: Various prediction tools have been developed to predict biochemical recurrence (BCR) after radical prostatectomy (RP); however, few of the previous prediction tools used serum prostate-specific antigen (PSA) nadir after RP and maximum tumor diameter (MTD) at the same time. In this study, a nomogram incorporating MTD and PSA nadir was developed to predict BCR-free survival (BCRFS). METHODS: A total of 337 patients who underwent RP between January 2010 and March 2017 were retrospectively enrolled in this study. The maximum diameter of the index lesion was measured on magnetic resonance imaging (MRI). Cox regression analysis was performed to evaluate independent predictors of BCR. A nomogram was subsequently developed for the prediction of BCRFS at 3 and 5 years after RP. Time-dependent receiver operating characteristic (ROC) curve and decision curve analyses were performed to identify the advantage of the new nomogram in comparison with the cancer of the prostate risk assessment post-surgical (CAPRA-S) score. RESULTS: A novel nomogram was developed to predict BCR by including PSA nadir, MTD, Gleason score, surgical margin (SM), and seminal vesicle invasion (SVI), considering these variables were significantly associated with BCR in both univariate and multivariate analyses (P < 0.05). In addition, a basic model including Gleason score, SM, and SVI was developed and used as a control to assess the incremental predictive power of the new model. The concordance index of our model was slightly higher than CAPRA-S model (0.76 vs. 0.70, P = 0.02) and it was significantly higher than that of the basic model (0.76 vs. 0.66, P = 0.001). Time-dependent ROC curve and decision curve analyses also demonstrated the advantages of the new nomogram. CONCLUSIONS: PSA nadir after RP and MTD based on MRI before surgery are independent predictors of BCR. By incorporating PSA nadir and MTD into the conventional predictive model, our newly developed nomogram significantly improved the accuracy in predicting BCRFS after RP. |
format | Online Article Text |
id | pubmed-8280057 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Lippincott Williams & Wilkins |
record_format | MEDLINE/PubMed |
spelling | pubmed-82800572021-07-16 A novel nomogram provides improved accuracy for predicting biochemical recurrence after radical prostatectomy Xia, Hai-Zhui Bi, Hai Yan, Ye Yang, Bin Ma, Ruo-Zhuo He, Wei Zhu, Xue-Hua Zhang, Zhi-Ying Zhang, Yu-Ting Ma, Lu-Lin Hou, Xiao-Fei Wirth, Gregory J. Lu, Jian Chin Med J (Engl) Original Articles BACKGROUND: Various prediction tools have been developed to predict biochemical recurrence (BCR) after radical prostatectomy (RP); however, few of the previous prediction tools used serum prostate-specific antigen (PSA) nadir after RP and maximum tumor diameter (MTD) at the same time. In this study, a nomogram incorporating MTD and PSA nadir was developed to predict BCR-free survival (BCRFS). METHODS: A total of 337 patients who underwent RP between January 2010 and March 2017 were retrospectively enrolled in this study. The maximum diameter of the index lesion was measured on magnetic resonance imaging (MRI). Cox regression analysis was performed to evaluate independent predictors of BCR. A nomogram was subsequently developed for the prediction of BCRFS at 3 and 5 years after RP. Time-dependent receiver operating characteristic (ROC) curve and decision curve analyses were performed to identify the advantage of the new nomogram in comparison with the cancer of the prostate risk assessment post-surgical (CAPRA-S) score. RESULTS: A novel nomogram was developed to predict BCR by including PSA nadir, MTD, Gleason score, surgical margin (SM), and seminal vesicle invasion (SVI), considering these variables were significantly associated with BCR in both univariate and multivariate analyses (P < 0.05). In addition, a basic model including Gleason score, SM, and SVI was developed and used as a control to assess the incremental predictive power of the new model. The concordance index of our model was slightly higher than CAPRA-S model (0.76 vs. 0.70, P = 0.02) and it was significantly higher than that of the basic model (0.76 vs. 0.66, P = 0.001). Time-dependent ROC curve and decision curve analyses also demonstrated the advantages of the new nomogram. CONCLUSIONS: PSA nadir after RP and MTD based on MRI before surgery are independent predictors of BCR. By incorporating PSA nadir and MTD into the conventional predictive model, our newly developed nomogram significantly improved the accuracy in predicting BCRFS after RP. Lippincott Williams & Wilkins 2021-07-05 2021-06-16 /pmc/articles/PMC8280057/ /pubmed/34133352 http://dx.doi.org/10.1097/CM9.0000000000001607 Text en Copyright © 2021 The Chinese Medical Association, produced by Wolters Kluwer, Inc. under the CC-BY-NC-ND license. https://creativecommons.org/licenses/by-nc-nd/4.0/This is an open access article distributed under the terms of the Creative Commons Attribution-Non Commercial-No Derivatives License 4.0 (CCBY-NC-ND), where it is permissible to download and share the work provided it is properly cited. The work cannot be changed in any way or used commercially without permission from the journal. http://creativecommons.org/licenses/by-nc-nd/4.0 (https://creativecommons.org/licenses/by-nc-nd/4.0/) |
spellingShingle | Original Articles Xia, Hai-Zhui Bi, Hai Yan, Ye Yang, Bin Ma, Ruo-Zhuo He, Wei Zhu, Xue-Hua Zhang, Zhi-Ying Zhang, Yu-Ting Ma, Lu-Lin Hou, Xiao-Fei Wirth, Gregory J. Lu, Jian A novel nomogram provides improved accuracy for predicting biochemical recurrence after radical prostatectomy |
title | A novel nomogram provides improved accuracy for predicting biochemical recurrence after radical prostatectomy |
title_full | A novel nomogram provides improved accuracy for predicting biochemical recurrence after radical prostatectomy |
title_fullStr | A novel nomogram provides improved accuracy for predicting biochemical recurrence after radical prostatectomy |
title_full_unstemmed | A novel nomogram provides improved accuracy for predicting biochemical recurrence after radical prostatectomy |
title_short | A novel nomogram provides improved accuracy for predicting biochemical recurrence after radical prostatectomy |
title_sort | novel nomogram provides improved accuracy for predicting biochemical recurrence after radical prostatectomy |
topic | Original Articles |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8280057/ https://www.ncbi.nlm.nih.gov/pubmed/34133352 http://dx.doi.org/10.1097/CM9.0000000000001607 |
work_keys_str_mv | AT xiahaizhui anovelnomogramprovidesimprovedaccuracyforpredictingbiochemicalrecurrenceafterradicalprostatectomy AT bihai anovelnomogramprovidesimprovedaccuracyforpredictingbiochemicalrecurrenceafterradicalprostatectomy AT yanye anovelnomogramprovidesimprovedaccuracyforpredictingbiochemicalrecurrenceafterradicalprostatectomy AT yangbin anovelnomogramprovidesimprovedaccuracyforpredictingbiochemicalrecurrenceafterradicalprostatectomy AT maruozhuo anovelnomogramprovidesimprovedaccuracyforpredictingbiochemicalrecurrenceafterradicalprostatectomy AT hewei anovelnomogramprovidesimprovedaccuracyforpredictingbiochemicalrecurrenceafterradicalprostatectomy AT zhuxuehua anovelnomogramprovidesimprovedaccuracyforpredictingbiochemicalrecurrenceafterradicalprostatectomy AT zhangzhiying anovelnomogramprovidesimprovedaccuracyforpredictingbiochemicalrecurrenceafterradicalprostatectomy AT zhangyuting anovelnomogramprovidesimprovedaccuracyforpredictingbiochemicalrecurrenceafterradicalprostatectomy AT malulin anovelnomogramprovidesimprovedaccuracyforpredictingbiochemicalrecurrenceafterradicalprostatectomy AT houxiaofei anovelnomogramprovidesimprovedaccuracyforpredictingbiochemicalrecurrenceafterradicalprostatectomy AT wirthgregoryj anovelnomogramprovidesimprovedaccuracyforpredictingbiochemicalrecurrenceafterradicalprostatectomy AT lujian anovelnomogramprovidesimprovedaccuracyforpredictingbiochemicalrecurrenceafterradicalprostatectomy AT xiahaizhui novelnomogramprovidesimprovedaccuracyforpredictingbiochemicalrecurrenceafterradicalprostatectomy AT bihai novelnomogramprovidesimprovedaccuracyforpredictingbiochemicalrecurrenceafterradicalprostatectomy AT yanye novelnomogramprovidesimprovedaccuracyforpredictingbiochemicalrecurrenceafterradicalprostatectomy AT yangbin novelnomogramprovidesimprovedaccuracyforpredictingbiochemicalrecurrenceafterradicalprostatectomy AT maruozhuo novelnomogramprovidesimprovedaccuracyforpredictingbiochemicalrecurrenceafterradicalprostatectomy AT hewei novelnomogramprovidesimprovedaccuracyforpredictingbiochemicalrecurrenceafterradicalprostatectomy AT zhuxuehua novelnomogramprovidesimprovedaccuracyforpredictingbiochemicalrecurrenceafterradicalprostatectomy AT zhangzhiying novelnomogramprovidesimprovedaccuracyforpredictingbiochemicalrecurrenceafterradicalprostatectomy AT zhangyuting novelnomogramprovidesimprovedaccuracyforpredictingbiochemicalrecurrenceafterradicalprostatectomy AT malulin novelnomogramprovidesimprovedaccuracyforpredictingbiochemicalrecurrenceafterradicalprostatectomy AT houxiaofei novelnomogramprovidesimprovedaccuracyforpredictingbiochemicalrecurrenceafterradicalprostatectomy AT wirthgregoryj novelnomogramprovidesimprovedaccuracyforpredictingbiochemicalrecurrenceafterradicalprostatectomy AT lujian novelnomogramprovidesimprovedaccuracyforpredictingbiochemicalrecurrenceafterradicalprostatectomy |