TY - JOUR
T1 - A first step towards a global nomogram to predict disease progression for men on active surveillance
AU - Van Hemelrijck, Mieke
AU - Ji, Xinge
AU - Movember Foundation's Global Action Plan Prostate Cancer Active Surveillance (GAP3) consortium
AU - Helleman, Jozien
AU - Roobol, Monique J.
AU - Nieboer, Daan
AU - Bangma, Chris
AU - Frydenberg, Mark
AU - Rannikko, Antti
AU - Lee, Lui Shiong
AU - Gnanapragasam, Vincent
AU - Kattan, Michael W.
N1 - Funding Information:
This work was supported by the Movember Foundation.
Publisher Copyright: © Translational Andrology and Urology. All rights reserved.
PY - 2021/3
Y1 - 2021/3
N2 - 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.
AB - 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.
UR - http://www.scopus.com/inward/record.url?scp=85103508012&partnerID=8YFLogxK
U2 - 10.21037/tau-20-1082
DO - 10.21037/tau-20-1082
M3 - Article
C2 - 33850745
AN - SCOPUS:85103508012
SN - 2223-4683
VL - 10
SP - 1102
EP - 1109
JO - Translational Andrology and Urology
JF - Translational Andrology and Urology
IS - 3
ER -