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A first step towards a global nomogram to predict disease progression for men on active surveillance

BACKGROUND: Signs of disease progression (28%) and conversion to active treatment without evidence of disease progression (13%) are the main reasons for discontinuation of active surveillance (AS) in men with localised prostate cancer (PCa). We aimed to develop a nomogram to predict disease progress...

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Autores principales: Van Hemelrijck, Mieke, Ji, Xinge, Helleman, Jozien, Roobol, Monique J., Nieboer, Daan, Bangma, Chris, Frydenberg, Mark, Rannikko, Antti, Lee, Lui Shiong, Gnanapragasam, Vincent, Kattan, Michael W., Trock, Bruce, Ehdaie, Behfar, Carroll, Peter, Filson, Christopher, Kim, Jeri, Logothetis, Christopher, Morgan, Todd, Klotz, Laurence, Pickles, Tom, Hyndman, Eric, Moore, Caroline, Dasgupta, Prokar, Roobol, Monique, Villers, Arnauld, Valdagni, Riccardo, Perry, Antoinette, Hugosson, Jonas, Rubio-Briones, Jose, Bjartell, Anders, Hefermehl, Lukas, Shiong, Lee Lui, Kakehi, Yoshiyuki, Chung, Mikio Sugimoto Byung Ha, van der Kwast, Theo, Obbink, Henk, van der Linden, Wim, Hulsen, Tim, de Jonge, Cees, Kattan, Mike, Xinge, Ji, Muir, Kenneth, Lophatananon, Artitaya, Fahey, Michael, Steyerberg, Ewout, Zhang, Liying, Guo, Wei, Benfante, Nicole, Cowan, Janet, Patil, Dattatraya, Tolosa, Emily, Kim, Tae-Kyung, Mamedov, Alexandre, LaPointe, Vincent, Crump, Trafford, Stavrinides, Vasilis, Kimberly-Duffell, Jenna, Santaolalla, Aida, Olivier, Jonathan, Rancati, Tiziana, Ahlgren, Helén, Mascarós, Juanma, Löfgren, Annica, Lehmann, Kurt, Lin, Catherine Han, Hirama, Hiromi, Lee, Kwang Suk, Jenster, Guido, Auvinen, Anssi, Haider, Masoom, van Bochove, Kees, Carter, Ballentine, Gledhill, Sam, Buzza, Mark, Kouspou, Michelle, Bruinsma, Sophie
Formato: Online Artículo Texto
Lenguaje:English
Publicado: AME Publishing Company 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8039580/
https://www.ncbi.nlm.nih.gov/pubmed/33850745
http://dx.doi.org/10.21037/tau-20-1082
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author Van Hemelrijck, Mieke
Ji, Xinge
Helleman, Jozien
Roobol, Monique J.
Nieboer, Daan
Bangma, Chris
Frydenberg, Mark
Rannikko, Antti
Lee, Lui Shiong
Gnanapragasam, Vincent
Kattan, Michael W.
Trock, Bruce
Ehdaie, Behfar
Carroll, Peter
Filson, Christopher
Kim, Jeri
Logothetis, Christopher
Morgan, Todd
Klotz, Laurence
Pickles, Tom
Hyndman, Eric
Moore, Caroline
Gnanapragasam, Vincent
Van Hemelrijck, Mieke
Dasgupta, Prokar
Bangma, Chris
Roobol, Monique
Villers, Arnauld
Rannikko, Antti
Valdagni, Riccardo
Perry, Antoinette
Hugosson, Jonas
Rubio-Briones, Jose
Bjartell, Anders
Hefermehl, Lukas
Shiong, Lee Lui
Frydenberg, Mark
Kakehi, Yoshiyuki
Chung, Mikio Sugimoto Byung Ha
van der Kwast, Theo
Obbink, Henk
van der Linden, Wim
Hulsen, Tim
de Jonge, Cees
Kattan, Mike
Xinge, Ji
Muir, Kenneth
Lophatananon, Artitaya
Fahey, Michael
Steyerberg, Ewout
Nieboer, Daan
Zhang, Liying
Guo, Wei
Benfante, Nicole
Cowan, Janet
Patil, Dattatraya
Tolosa, Emily
Kim, Tae-Kyung
Mamedov, Alexandre
LaPointe, Vincent
Crump, Trafford
Stavrinides, Vasilis
Kimberly-Duffell, Jenna
Santaolalla, Aida
Nieboer, Daan
Olivier, Jonathan
Rancati, Tiziana
Ahlgren, Helén
Mascarós, Juanma
Löfgren, Annica
Lehmann, Kurt
Lin, Catherine Han
Hirama, Hiromi
Lee, Kwang Suk
Jenster, Guido
Auvinen, Anssi
Bjartell, Anders
Haider, Masoom
van Bochove, Kees
Carter, Ballentine
Gledhill, Sam
Buzza, Mark
Kouspou, Michelle
Bangma, Chris
Roobol, Monique
Bruinsma, Sophie
Helleman, Jozien
author_facet Van Hemelrijck, Mieke
Ji, Xinge
Helleman, Jozien
Roobol, Monique J.
Nieboer, Daan
Bangma, Chris
Frydenberg, Mark
Rannikko, Antti
Lee, Lui Shiong
Gnanapragasam, Vincent
Kattan, Michael W.
Trock, Bruce
Ehdaie, Behfar
Carroll, Peter
Filson, Christopher
Kim, Jeri
Logothetis, Christopher
Morgan, Todd
Klotz, Laurence
Pickles, Tom
Hyndman, Eric
Moore, Caroline
Gnanapragasam, Vincent
Van Hemelrijck, Mieke
Dasgupta, Prokar
Bangma, Chris
Roobol, Monique
Villers, Arnauld
Rannikko, Antti
Valdagni, Riccardo
Perry, Antoinette
Hugosson, Jonas
Rubio-Briones, Jose
Bjartell, Anders
Hefermehl, Lukas
Shiong, Lee Lui
Frydenberg, Mark
Kakehi, Yoshiyuki
Chung, Mikio Sugimoto Byung Ha
van der Kwast, Theo
Obbink, Henk
van der Linden, Wim
Hulsen, Tim
de Jonge, Cees
Kattan, Mike
Xinge, Ji
Muir, Kenneth
Lophatananon, Artitaya
Fahey, Michael
Steyerberg, Ewout
Nieboer, Daan
Zhang, Liying
Guo, Wei
Benfante, Nicole
Cowan, Janet
Patil, Dattatraya
Tolosa, Emily
Kim, Tae-Kyung
Mamedov, Alexandre
LaPointe, Vincent
Crump, Trafford
Stavrinides, Vasilis
Kimberly-Duffell, Jenna
Santaolalla, Aida
Nieboer, Daan
Olivier, Jonathan
Rancati, Tiziana
Ahlgren, Helén
Mascarós, Juanma
Löfgren, Annica
Lehmann, Kurt
Lin, Catherine Han
Hirama, Hiromi
Lee, Kwang Suk
Jenster, Guido
Auvinen, Anssi
Bjartell, Anders
Haider, Masoom
van Bochove, Kees
Carter, Ballentine
Gledhill, Sam
Buzza, Mark
Kouspou, Michelle
Bangma, Chris
Roobol, Monique
Bruinsma, Sophie
Helleman, Jozien
author_sort Van Hemelrijck, Mieke
collection PubMed
description BACKGROUND: Signs of disease progression (28%) and conversion to active treatment without evidence of disease progression (13%) are the main reasons for discontinuation of active surveillance (AS) in men with localised prostate cancer (PCa). We aimed to develop a nomogram to predict disease progression in these patients. METHODS: As a first step in the development of a nomogram, using data from Movembers’ GAP3 Consortium (n=14,380), we assessed heterogeneity between centres in terms of risk of disease progression. We started with assessment of baseline hazards for disease progression based on grouping of centres according to follow-up protocols [high: yearly; intermediate: ~2 yearly; and low: at year 1, 4 & 7 (i.e., PRIAS)]. We conducted cause-specific random effect Cox proportional hazards regression to estimate risk of disease progression by centre in each group. RESULTS: Disease progression rates varied substantially between centres [median hazard ratio (MHR): 2.5]. After adjustment for various clinical factors (age, year of diagnosis, Gleason grade group, number of positive cores and PSA), substantial heterogeneity in disease progression remained between centres. CONCLUSIONS: When combining worldwide data on AS, we noted unexplained differences of disease progression rate even after adjustment for various clinical factors. This suggests that when developing a global nomogram, local adjustments for differences in risk of disease progression and competing outcomes such as conversion to active treatment need to be considered.
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spelling pubmed-80395802021-04-12 A first step towards a global nomogram to predict disease progression for men on active surveillance Van Hemelrijck, Mieke Ji, Xinge Helleman, Jozien Roobol, Monique J. Nieboer, Daan Bangma, Chris Frydenberg, Mark Rannikko, Antti Lee, Lui Shiong Gnanapragasam, Vincent Kattan, Michael W. Trock, Bruce Ehdaie, Behfar Carroll, Peter Filson, Christopher Kim, Jeri Logothetis, Christopher Morgan, Todd Klotz, Laurence Pickles, Tom Hyndman, Eric Moore, Caroline Gnanapragasam, Vincent Van Hemelrijck, Mieke Dasgupta, Prokar Bangma, Chris Roobol, Monique Villers, Arnauld Rannikko, Antti Valdagni, Riccardo Perry, Antoinette Hugosson, Jonas Rubio-Briones, Jose Bjartell, Anders Hefermehl, Lukas Shiong, Lee Lui Frydenberg, Mark Kakehi, Yoshiyuki Chung, Mikio Sugimoto Byung Ha van der Kwast, Theo Obbink, Henk van der Linden, Wim Hulsen, Tim de Jonge, Cees Kattan, Mike Xinge, Ji Muir, Kenneth Lophatananon, Artitaya Fahey, Michael Steyerberg, Ewout Nieboer, Daan Zhang, Liying Guo, Wei Benfante, Nicole Cowan, Janet Patil, Dattatraya Tolosa, Emily Kim, Tae-Kyung Mamedov, Alexandre LaPointe, Vincent Crump, Trafford Stavrinides, Vasilis Kimberly-Duffell, Jenna Santaolalla, Aida Nieboer, Daan Olivier, Jonathan Rancati, Tiziana Ahlgren, Helén Mascarós, Juanma Löfgren, Annica Lehmann, Kurt Lin, Catherine Han Hirama, Hiromi Lee, Kwang Suk Jenster, Guido Auvinen, Anssi Bjartell, Anders Haider, Masoom van Bochove, Kees Carter, Ballentine Gledhill, Sam Buzza, Mark Kouspou, Michelle Bangma, Chris Roobol, Monique Bruinsma, Sophie Helleman, Jozien Transl Androl Urol Original Article BACKGROUND: Signs of disease progression (28%) and conversion to active treatment without evidence of disease progression (13%) are the main reasons for discontinuation of active surveillance (AS) in men with localised prostate cancer (PCa). We aimed to develop a nomogram to predict disease progression in these patients. METHODS: As a first step in the development of a nomogram, using data from Movembers’ GAP3 Consortium (n=14,380), we assessed heterogeneity between centres in terms of risk of disease progression. We started with assessment of baseline hazards for disease progression based on grouping of centres according to follow-up protocols [high: yearly; intermediate: ~2 yearly; and low: at year 1, 4 & 7 (i.e., PRIAS)]. We conducted cause-specific random effect Cox proportional hazards regression to estimate risk of disease progression by centre in each group. RESULTS: Disease progression rates varied substantially between centres [median hazard ratio (MHR): 2.5]. After adjustment for various clinical factors (age, year of diagnosis, Gleason grade group, number of positive cores and PSA), substantial heterogeneity in disease progression remained between centres. CONCLUSIONS: When combining worldwide data on AS, we noted unexplained differences of disease progression rate even after adjustment for various clinical factors. This suggests that when developing a global nomogram, local adjustments for differences in risk of disease progression and competing outcomes such as conversion to active treatment need to be considered. AME Publishing Company 2021-03 /pmc/articles/PMC8039580/ /pubmed/33850745 http://dx.doi.org/10.21037/tau-20-1082 Text en 2021 Translational Andrology and Urology. All rights reserved. https://creativecommons.org/licenses/by-nc-nd/4.0/Open Access Statement: This is an Open Access article distributed in accordance with the Creative Commons Attribution-NonCommercial-NoDerivs 4.0 International License (CC BY-NC-ND 4.0), which permits the non-commercial replication and distribution of the article with the strict proviso that no changes or edits are made and the original work is properly cited (including links to both the formal publication through the relevant DOI and the license). See: https://creativecommons.org/licenses/by-nc-nd/4.0 (https://creativecommons.org/licenses/by-nc-nd/4.0/) .
spellingShingle Original Article
Van Hemelrijck, Mieke
Ji, Xinge
Helleman, Jozien
Roobol, Monique J.
Nieboer, Daan
Bangma, Chris
Frydenberg, Mark
Rannikko, Antti
Lee, Lui Shiong
Gnanapragasam, Vincent
Kattan, Michael W.
Trock, Bruce
Ehdaie, Behfar
Carroll, Peter
Filson, Christopher
Kim, Jeri
Logothetis, Christopher
Morgan, Todd
Klotz, Laurence
Pickles, Tom
Hyndman, Eric
Moore, Caroline
Gnanapragasam, Vincent
Van Hemelrijck, Mieke
Dasgupta, Prokar
Bangma, Chris
Roobol, Monique
Villers, Arnauld
Rannikko, Antti
Valdagni, Riccardo
Perry, Antoinette
Hugosson, Jonas
Rubio-Briones, Jose
Bjartell, Anders
Hefermehl, Lukas
Shiong, Lee Lui
Frydenberg, Mark
Kakehi, Yoshiyuki
Chung, Mikio Sugimoto Byung Ha
van der Kwast, Theo
Obbink, Henk
van der Linden, Wim
Hulsen, Tim
de Jonge, Cees
Kattan, Mike
Xinge, Ji
Muir, Kenneth
Lophatananon, Artitaya
Fahey, Michael
Steyerberg, Ewout
Nieboer, Daan
Zhang, Liying
Guo, Wei
Benfante, Nicole
Cowan, Janet
Patil, Dattatraya
Tolosa, Emily
Kim, Tae-Kyung
Mamedov, Alexandre
LaPointe, Vincent
Crump, Trafford
Stavrinides, Vasilis
Kimberly-Duffell, Jenna
Santaolalla, Aida
Nieboer, Daan
Olivier, Jonathan
Rancati, Tiziana
Ahlgren, Helén
Mascarós, Juanma
Löfgren, Annica
Lehmann, Kurt
Lin, Catherine Han
Hirama, Hiromi
Lee, Kwang Suk
Jenster, Guido
Auvinen, Anssi
Bjartell, Anders
Haider, Masoom
van Bochove, Kees
Carter, Ballentine
Gledhill, Sam
Buzza, Mark
Kouspou, Michelle
Bangma, Chris
Roobol, Monique
Bruinsma, Sophie
Helleman, Jozien
A first step towards a global nomogram to predict disease progression for men on active surveillance
title A first step towards a global nomogram to predict disease progression for men on active surveillance
title_full A first step towards a global nomogram to predict disease progression for men on active surveillance
title_fullStr A first step towards a global nomogram to predict disease progression for men on active surveillance
title_full_unstemmed A first step towards a global nomogram to predict disease progression for men on active surveillance
title_short A first step towards a global nomogram to predict disease progression for men on active surveillance
title_sort first step towards a global nomogram to predict disease progression for men on active surveillance
topic Original Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8039580/
https://www.ncbi.nlm.nih.gov/pubmed/33850745
http://dx.doi.org/10.21037/tau-20-1082
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