TY - JOUR
T1 - The Prospective Dutch Colorectal Cancer (PLCRC) cohort
T2 - real-world data facilitating research and clinical care
AU - Derksen, Jeroen W. G.
AU - Vink, Geraldine R.
AU - Elferink, Marloes A. G.
AU - Roodhart, Jeanine M. L.
AU - Verkooijen, Helena M.
AU - van Grevenstein, Wilhelmina M. U.
AU - Siersema, Peter D.
AU - May, Anne M.
AU - Koopman, Miriam
AU - De Hingh, Ignace
AU - PLCRC Study Group
N1 - Funding Information:
The Prospective Dutch Colorectal Cancer (PLCRC) cohort is an initiative of the Dutch Colorectal Cancer Group (DCCG). PLCRC is supported by the Dutch Cancer Society; Stand Up to Cancer; ZonMw; Health Holland; Maag Lever Darm Stichting; Lilly (unrestricted grant); Merck (unrestricted grant); Bristol-Myers Squibb (unrestricted grant); Bayer (unrestricted grant); and Servier (unrestricted grant). The current work is supported by the Province of Utrecht, the Netherlands.
Publisher Copyright:
© 2021, The Author(s).
PY - 2021/2/16
Y1 - 2021/2/16
N2 - Real-world data (RWD) sources are important to advance clinical oncology research and evaluate treatments in daily practice. Since 2013, the Prospective Dutch Colorectal Cancer (PLCRC) cohort, linked to the Netherlands Cancer Registry, serves as an infrastructure for scientific research collecting additional patient-reported outcomes (PRO) and biospecimens. Here we report on cohort developments and investigate to what extent PLCRC reflects the "real-world". Clinical and demographic characteristics of PLCRC participants were compared with the general Dutch CRC population (n=74,692, Dutch-ref). To study representativeness, standardized differences between PLCRC and Dutch-ref were calculated, and logistic regression models were evaluated on their ability to distinguish cohort participants from the Dutch-ref (AU-ROC 0.5=preferred, implying participation independent of patient characteristics). Stratified analyses by stage and time-period (2013-2016 and 2017-Aug 2019) were performed to study the evolution towards RWD. In August 2019, 5744 patients were enrolled. Enrollment increased steeply, from 129 participants (1 hospital) in 2013 to 2136 (50 of 75 Dutch hospitals) in 2018. Low AU-ROC (0.65, 95% CI: 0.64-0.65) indicates limited ability to distinguish cohort participants from the Dutch-ref. Characteristics that remained imbalanced in the period 2017-Aug'19 compared with the Dutch-ref were age (65.0 years in PLCRC, 69.3 in the Dutch-ref) and tumor stage (40% stage-III in PLCRC, 30% in the Dutch-ref). PLCRC approaches to represent the Dutch CRC population and will ultimately meet the current demand for high-quality RWD. Efforts are ongoing to improve multidisciplinary recruitment which will further enhance PLCRC's representativeness and its contribution to a learning healthcare system.
AB - Real-world data (RWD) sources are important to advance clinical oncology research and evaluate treatments in daily practice. Since 2013, the Prospective Dutch Colorectal Cancer (PLCRC) cohort, linked to the Netherlands Cancer Registry, serves as an infrastructure for scientific research collecting additional patient-reported outcomes (PRO) and biospecimens. Here we report on cohort developments and investigate to what extent PLCRC reflects the "real-world". Clinical and demographic characteristics of PLCRC participants were compared with the general Dutch CRC population (n=74,692, Dutch-ref). To study representativeness, standardized differences between PLCRC and Dutch-ref were calculated, and logistic regression models were evaluated on their ability to distinguish cohort participants from the Dutch-ref (AU-ROC 0.5=preferred, implying participation independent of patient characteristics). Stratified analyses by stage and time-period (2013-2016 and 2017-Aug 2019) were performed to study the evolution towards RWD. In August 2019, 5744 patients were enrolled. Enrollment increased steeply, from 129 participants (1 hospital) in 2013 to 2136 (50 of 75 Dutch hospitals) in 2018. Low AU-ROC (0.65, 95% CI: 0.64-0.65) indicates limited ability to distinguish cohort participants from the Dutch-ref. Characteristics that remained imbalanced in the period 2017-Aug'19 compared with the Dutch-ref were age (65.0 years in PLCRC, 69.3 in the Dutch-ref) and tumor stage (40% stage-III in PLCRC, 30% in the Dutch-ref). PLCRC approaches to represent the Dutch CRC population and will ultimately meet the current demand for high-quality RWD. Efforts are ongoing to improve multidisciplinary recruitment which will further enhance PLCRC's representativeness and its contribution to a learning healthcare system.
KW - COLON
KW - TRIALS
KW - MODELS
U2 - 10.1038/s41598-020-79890-y
DO - 10.1038/s41598-020-79890-y
M3 - Article
C2 - 33594104
SN - 2045-2322
VL - 11
JO - Scientific Reports
JF - Scientific Reports
IS - 1
M1 - 3923
ER -