TY - JOUR
T1 - Risk-Based Selection for Active Surveillance
T2 - Results of the Movember Foundation's Global Action Plan Prostate Cancer Active Surveillance (GAP3) Initiative
AU - Bruinsma, Sophie M.
AU - Nieboer, Daan
AU - Movember Foundation's Global Action Plan Prostate Cancer Active Surveillance (GAP3) consortium
AU - Roobol, Monique J.
AU - Bangma, Chris H.
AU - Verbeek, Jan F.M.
AU - Gnanapragasam, Vincent
AU - Van Hemelrijck, Mieke
AU - Frydenberg, Mark
AU - Lee, Lui Shiong
AU - Valdagni, Riccardo
AU - Logothetis, Christopher
AU - Steyerberg, Ewout W.
N1 - Acknowledgments
This work was supported by the Movember Foundation. The funder did not play any role in the study design, collection, analysis or interpretation of data, or in the drafting of this paper.
PY - 2021/7/1
Y1 - 2021/7/1
N2 - PURPOSE: We sought to identify and validate known predictors of disease reclassification at 1 or 4 years to support risk-based selection of patients suitable for active surveillance. MATERIALS AND METHODS: An individual participant data meta-analysis using data from 25 established cohorts within the Movember Foundations GAP3 Consortium. In total 5,530 men were included. Disease reclassification was defined as any increase in Gleason grade group at biopsy at 1 and 4 years. Associations were estimated using random effect logistic regression models. The discriminative ability of combinations of predictors was assessed in an internal-external validation procedure using the AUC curve. RESULTS: Among the 5,570 men evaluated at 1 year, we found 815 reclassifications to higher Gleason grade group at biopsy (pooled reclassification rate 13%, range 0% to 31%). Important predictors were age, prostate specific antigen, prostate volume, T-stage and number of biopsy cores with prostate cancer. Among the 1,515 men evaluated at 4 years, we found 205 reclassifications (pooled reclassification rates 14%, range 3% to 40%), with similar predictors. The average areas under the receiver operating characteristic curve at internal-external validation were 0.68 and 0.61 for 1-year and 4-year reclassification, respectively. CONCLUSIONS: Disease reclassification occurs typically in 13% to 14% of biopsies at 1 and 4 years after the start of active surveillance with substantial between-study heterogeneity. Current guidelines might be extended by considering prostate volume to improve individualized selection for active surveillance. Additional predictors are needed to improve patient selection for active surveillance.
AB - PURPOSE: We sought to identify and validate known predictors of disease reclassification at 1 or 4 years to support risk-based selection of patients suitable for active surveillance. MATERIALS AND METHODS: An individual participant data meta-analysis using data from 25 established cohorts within the Movember Foundations GAP3 Consortium. In total 5,530 men were included. Disease reclassification was defined as any increase in Gleason grade group at biopsy at 1 and 4 years. Associations were estimated using random effect logistic regression models. The discriminative ability of combinations of predictors was assessed in an internal-external validation procedure using the AUC curve. RESULTS: Among the 5,570 men evaluated at 1 year, we found 815 reclassifications to higher Gleason grade group at biopsy (pooled reclassification rate 13%, range 0% to 31%). Important predictors were age, prostate specific antigen, prostate volume, T-stage and number of biopsy cores with prostate cancer. Among the 1,515 men evaluated at 4 years, we found 205 reclassifications (pooled reclassification rates 14%, range 3% to 40%), with similar predictors. The average areas under the receiver operating characteristic curve at internal-external validation were 0.68 and 0.61 for 1-year and 4-year reclassification, respectively. CONCLUSIONS: Disease reclassification occurs typically in 13% to 14% of biopsies at 1 and 4 years after the start of active surveillance with substantial between-study heterogeneity. Current guidelines might be extended by considering prostate volume to improve individualized selection for active surveillance. Additional predictors are needed to improve patient selection for active surveillance.
UR - http://www.scopus.com/inward/record.url?scp=85108024704&partnerID=8YFLogxK
U2 - 10.1097/JU.0000000000001700
DO - 10.1097/JU.0000000000001700
M3 - Article
C2 - 33617330
AN - SCOPUS:85108024704
SN - 0022-5347
VL - 206
SP - 62
EP - 68
JO - The Journal of urology
JF - The Journal of urology
IS - 1
ER -