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Rule-based versus probabilistic selection for active surveillance using three definitions of insignificant prostate cancer

PURPOSE: To study whether probabilistic selection by the use of a nomogram could improve patient selection for active surveillance (AS) compared to the various sets of rule-based AS inclusion criteria currently used. METHODS: We studied Dutch and Swedish patients participating in the European Random...

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Autores principales: Venderbos, Lionne D. F., Roobol, Monique J., Bangma, Chris H., van den Bergh, Roderick C. N., Bokhorst, Leonard P., Nieboer, Daan, Godtman, Rebecka, Hugosson, Jonas, van der Kwast, Theodorus, Steyerberg, Ewout W.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer Berlin Heidelberg 2015
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4729867/
https://www.ncbi.nlm.nih.gov/pubmed/26160006
http://dx.doi.org/10.1007/s00345-015-1628-y
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author Venderbos, Lionne D. F.
Roobol, Monique J.
Bangma, Chris H.
van den Bergh, Roderick C. N.
Bokhorst, Leonard P.
Nieboer, Daan
Godtman, Rebecka
Hugosson, Jonas
van der Kwast, Theodorus
Steyerberg, Ewout W.
author_facet Venderbos, Lionne D. F.
Roobol, Monique J.
Bangma, Chris H.
van den Bergh, Roderick C. N.
Bokhorst, Leonard P.
Nieboer, Daan
Godtman, Rebecka
Hugosson, Jonas
van der Kwast, Theodorus
Steyerberg, Ewout W.
author_sort Venderbos, Lionne D. F.
collection PubMed
description PURPOSE: To study whether probabilistic selection by the use of a nomogram could improve patient selection for active surveillance (AS) compared to the various sets of rule-based AS inclusion criteria currently used. METHODS: We studied Dutch and Swedish patients participating in the European Randomized study of Screening for Prostate Cancer (ERSPC). We explored which men who were initially diagnosed with cT1-2, Gleason 6 (Gleason pattern ≤3 + 3) had histopathological indolent PCa at RP [defined as pT2, Gleason pattern ≤3 and tumour volume (TV) ≤0.5 or TV ≤ 1.3 ml, and TV no part of criteria (NoTV)]. Rule-based selection was according to the Prostate cancer Research International: Active Surveillance (PRIAS), Klotz, and Johns Hopkins criteria. An existing nomogram to define probability-based selection for AS was refitted for the TV1.3 and NoTV indolent PCa definitions. RESULTS: 619 of 864 men undergoing RP had cT1-2, Gleason 6 disease at diagnosis and were analysed. Median follow-up was 8.9 years. 229 (37 %), 356 (58 %), and 410 (66 %) fulfilled the TV0.5, TV1.3, and NoTV indolent PCa criteria at RP. Discriminating between indolent and significant disease according to area under the curve (AUC) was: TV0.5: 0.658 (PRIAS), 0.523 (Klotz), 0.642 (Hopkins), 0.685 (nomogram). TV1.3: 0.630 (PRIAS), 0.550 (Klotz), 0.615 (Hopkins), 0.646 (nomogram). NoTV: 0.603 (PRIAS), 0.530 (Klotz), 0.589 (Hopkins), 0.608 (nomogram). CONCLUSIONS: The performance of a nomogram, the Johns Hopkins, and PRIAS rule-based criteria are comparable. Because the nomogram allows individual trade-offs, it could be a good alternative to rigid rule-based criteria. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1007/s00345-015-1628-y) contains supplementary material, which is available to authorized users.
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spelling pubmed-47298672016-02-04 Rule-based versus probabilistic selection for active surveillance using three definitions of insignificant prostate cancer Venderbos, Lionne D. F. Roobol, Monique J. Bangma, Chris H. van den Bergh, Roderick C. N. Bokhorst, Leonard P. Nieboer, Daan Godtman, Rebecka Hugosson, Jonas van der Kwast, Theodorus Steyerberg, Ewout W. World J Urol Original Article PURPOSE: To study whether probabilistic selection by the use of a nomogram could improve patient selection for active surveillance (AS) compared to the various sets of rule-based AS inclusion criteria currently used. METHODS: We studied Dutch and Swedish patients participating in the European Randomized study of Screening for Prostate Cancer (ERSPC). We explored which men who were initially diagnosed with cT1-2, Gleason 6 (Gleason pattern ≤3 + 3) had histopathological indolent PCa at RP [defined as pT2, Gleason pattern ≤3 and tumour volume (TV) ≤0.5 or TV ≤ 1.3 ml, and TV no part of criteria (NoTV)]. Rule-based selection was according to the Prostate cancer Research International: Active Surveillance (PRIAS), Klotz, and Johns Hopkins criteria. An existing nomogram to define probability-based selection for AS was refitted for the TV1.3 and NoTV indolent PCa definitions. RESULTS: 619 of 864 men undergoing RP had cT1-2, Gleason 6 disease at diagnosis and were analysed. Median follow-up was 8.9 years. 229 (37 %), 356 (58 %), and 410 (66 %) fulfilled the TV0.5, TV1.3, and NoTV indolent PCa criteria at RP. Discriminating between indolent and significant disease according to area under the curve (AUC) was: TV0.5: 0.658 (PRIAS), 0.523 (Klotz), 0.642 (Hopkins), 0.685 (nomogram). TV1.3: 0.630 (PRIAS), 0.550 (Klotz), 0.615 (Hopkins), 0.646 (nomogram). NoTV: 0.603 (PRIAS), 0.530 (Klotz), 0.589 (Hopkins), 0.608 (nomogram). CONCLUSIONS: The performance of a nomogram, the Johns Hopkins, and PRIAS rule-based criteria are comparable. Because the nomogram allows individual trade-offs, it could be a good alternative to rigid rule-based criteria. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1007/s00345-015-1628-y) contains supplementary material, which is available to authorized users. Springer Berlin Heidelberg 2015-07-10 2016 /pmc/articles/PMC4729867/ /pubmed/26160006 http://dx.doi.org/10.1007/s00345-015-1628-y Text en © The Author(s) 2015 Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made.
spellingShingle Original Article
Venderbos, Lionne D. F.
Roobol, Monique J.
Bangma, Chris H.
van den Bergh, Roderick C. N.
Bokhorst, Leonard P.
Nieboer, Daan
Godtman, Rebecka
Hugosson, Jonas
van der Kwast, Theodorus
Steyerberg, Ewout W.
Rule-based versus probabilistic selection for active surveillance using three definitions of insignificant prostate cancer
title Rule-based versus probabilistic selection for active surveillance using three definitions of insignificant prostate cancer
title_full Rule-based versus probabilistic selection for active surveillance using three definitions of insignificant prostate cancer
title_fullStr Rule-based versus probabilistic selection for active surveillance using three definitions of insignificant prostate cancer
title_full_unstemmed Rule-based versus probabilistic selection for active surveillance using three definitions of insignificant prostate cancer
title_short Rule-based versus probabilistic selection for active surveillance using three definitions of insignificant prostate cancer
title_sort rule-based versus probabilistic selection for active surveillance using three definitions of insignificant prostate cancer
topic Original Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4729867/
https://www.ncbi.nlm.nih.gov/pubmed/26160006
http://dx.doi.org/10.1007/s00345-015-1628-y
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