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The Prospective Dutch Colorectal Cancer (PLCRC) cohort: real-world data facilitating research and clinical care
- Source :
- Derksen, J W G, Vink, G R, Elferink, M A G, Roodhart, J M L, Verkooijen, H M, van Grevenstein, W M U, Siersema, P D, May, A M, Koopman, M, Beets, G L, Belt, E J T, Berbée, M, Beverdam, F H, Blankenburgh, R, Coene, P P L O, van Cruijsen, H, Dekker, J W T, van Dodewaard-de Jong, J M, Erdkamp, F L G, de Groot, J W B, Haringhuizen, A W, Helgason, H H, Hendriks, M P, de Hingh, I H J T, Hoekstra, R, Ijzermans, J N M, Jansen, J, Kloppenberg, F W H, van Lent, A U G, Los, M, Meijerink, M R, Mekenkamp, L J M, Nieboer, P, Peeters, K C M J, Peters, N A J B, Polée, M B, Pruijt, J F M, Punt, C J A, van Ufford-Mannesse, P Q, Rietbroek, R C, Schiphorst, A H W, van der Velden, A S, Schrauwen, R W M, Sie, M P S, Simkens, L, Sommeijer, D W, Sonneveld, D J A, Spierings, L E A, Stockmann, H B A C, Talsma, K, Terheggen, F, ten Tije, A J, Tjin-A-Ton, M L R, Valkenburg-van Iersel, L B J, Veenstra, R P, van der Velden, A M T, Vermaas, M, Vles, W J, Vogelaar, J F J, van Voorthuizen, T, de Vos, A I, Wegdam, J A, de Wilt, J H W, The PLCRC Study Group & Zimmerman, D D E 2021, ' The Prospective Dutch Colorectal Cancer (PLCRC) cohort: real-world data facilitating research and clinical care ', Scientific Reports, vol. 11, no. 1, 3923 . https://doi.org/10.1038/s41598-020-79890-y, Scientific Reports, 11(1):3923. Nature Publishing Group, Scientific Reports, 11, 1, Scientific Reports, Scientific Reports, Vol 11, Iss 1, Pp 1-12 (2021), Scientific Reports, 11
- Publication Year :
- 2021
-
Abstract
- 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.
- Subjects :
- Male
medicine.medical_specialty
Colorectal cancer
Epidemiology
Science
Population
MODELS
MEDLINE
Logistic regression
Representativeness heuristic
Article
03 medical and health sciences
Tumours of the digestive tract Radboud Institute for Health Sciences [Radboudumc 14]
0302 clinical medicine
Cancer epidemiology
Medical research
All institutes and research themes of the Radboud University Medical Center
SDG 3 - Good Health and Well-being
Multidisciplinary approach
COLON
medicine
Humans
030212 general & internal medicine
Prospective Studies
Registries
education
Aged
Netherlands
Aged, 80 and over
education.field_of_study
Multidisciplinary
business.industry
Middle Aged
medicine.disease
Cancer registry
TRIALS
Outcomes research
030220 oncology & carcinogenesis
Family medicine
Cohort
Medicine
Female
business
Colorectal Neoplasms
Subjects
Details
- ISSN :
- 20452322
- Volume :
- 11
- Database :
- OpenAIRE
- Journal :
- Scientific Reports
- Accession number :
- edsair.doi.dedup.....78f7b93b3c9c5cad4969fb7d3d4932e7
- Full Text :
- https://doi.org/10.1038/s41598-020-79890-y