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Lawlor A, Beyer K, Russell B, Steinbeisser C, Bjartell A, De Meulder B, Omar MI, Hulsen T, Butler J, N'Dow J, Rivas JG, Gandaglia G, Nicoletti R, Sakalis V, Smith EJ, Maass M, Zong J, Fullwood L, Abbott T, Tafreshiha A, Papineni K, Snijder R, Horgan D, Seager S, Evans-Axelsson S, Ribal MJ, Roobol MJ, Van Hemelrijck M. PIONEER big data platform for prostate cancer: lessons for advancing future real-world evidence research. Nat Rev Urol 2025; 22:116-124. [PMID: 39251785 DOI: 10.1038/s41585-024-00925-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 06/11/2024] [Indexed: 09/11/2024]
Abstract
Prostate Cancer Diagnosis and Treatment Enhancement through the Power of Big Data in Europe (PIONEER) is a European network of excellence for big data in prostate cancer. PIONEER brings together 34 private and public stakeholders from 9 countries in one multidisciplinary research consortium with the aim of positively transforming the field of prostate cancer clinical care by answering pressing questions related to prostate cancer screening, diagnosis and treatment. PIONEER has developed a unique state-of-the-art big data analytic platform by integrating existing data sources from patients with prostate cancer. PIONEER leveraged this platform to address prioritized research questions, filling knowledge gaps in the characterization, management and core outcomes of prostate cancer across the different disease stages. The network has benefited from sustained patient and stakeholder involvement and engagement, but many challenges remain when using real-world data for big data projects. To continue to advance prostate cancer care, data need to be available, suitable methodologies should be selected and mechanisms for knowledge sharing must be in place. Now acting as the prostate cancer arm of the European Association of Urology's new endeavour, UroEvidenceHub, PIONEER maintains its goal of maximizing the potential of big data to improve prostate cancer care.
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Affiliation(s)
- Ailbhe Lawlor
- Transforming cancer OUtcomes through Research (TOUR), King's College London, London, UK.
| | - Katharina Beyer
- Department of Urology, Erasmus MC Cancer Institute, Erasmus University Medical Centre, Rotterdam, the Netherlands
| | - Beth Russell
- Transforming cancer OUtcomes through Research (TOUR), King's College London, London, UK
| | | | - Anders Bjartell
- Department of Translational Medicine, Lund University, Malmö, Sweden
| | | | | | - Tim Hulsen
- Data Science & AI Engineering, Philips, Eindhoven, the Netherlands
- Research Centre Innovations in Care, Rotterdam University of Applied Sciences, Rotterdam, the Netherlands
| | - John Butler
- Bayer AB, Medical Affairs Oncology, Stockholm, Sweden
| | - James N'Dow
- European Association of Urology, Guidelines Office, Arnhem, the Netherlands
| | - Juan Gómez Rivas
- Department of Urology, Clínico San Carlos University Hospital, Madrid, Spain
| | | | - Rossella Nicoletti
- Unit of Urological Robotic Surgery and Renal Transplantation, Careggi Hospital, University of Florence, Florence, Italy
| | - Vasileios Sakalis
- Department of Urology, Hippokrateion General Hospital of Thessaloniki, Thessaloniki, Greece
| | - Emma Jane Smith
- European Association of Urology, Guidelines Office, Arnhem, the Netherlands
| | | | - Jihong Zong
- Bayer Healthcare, Global Medical Affairs Oncology, Whippany, NJ, USA
| | | | | | | | | | | | - Denis Horgan
- European Alliance for Personalized Medicine, Brussels, Belgium
| | | | | | - Maria J Ribal
- European Association of Urology, Guidelines Office, Arnhem, the Netherlands
| | - Monique J Roobol
- Department of Urology, Erasmus MC Cancer Institute, Erasmus University Medical Centre, Rotterdam, the Netherlands
| | - Mieke Van Hemelrijck
- Transforming cancer OUtcomes through Research (TOUR), King's College London, London, UK
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Capuozzo M, Santorsola M, Ianniello M, Ferrara F, Zovi A, Petrillo N, Castiello R, Fantuz MR, Ottaiano A, Savarese G. Innovative Drug Modalities for the Treatment of Advanced Prostate Cancer. Diseases 2024; 12:87. [PMID: 38785742 PMCID: PMC11119780 DOI: 10.3390/diseases12050087] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/13/2024] [Revised: 04/24/2024] [Accepted: 04/29/2024] [Indexed: 05/25/2024] Open
Abstract
Prostate cancer, a prevalent malignancy affecting the prostate gland, is a significant global health concern. Androgen-deprivation therapy (ADT) has proven effective in controlling advanced disease, with over 50% of patients surviving at the 10-year mark. However, a diverse spectrum of responses exists, and resistance to ADT may emerge over time. This underscores the need to explore innovative treatment strategies for effectively managing prostate cancer progression. Ongoing research endeavors persist in unraveling the complexity of prostate cancer and fostering the development of biologic and innovative approaches, including immunotherapies and targeted therapies. This review aims to provide a valuable synthesis of the dynamic landscape of emerging drug modalities in this context. Interestingly, the complexities posed by prostate cancer not only present a formidable challenge but also serve as a model and an opportunity for translational research and innovative therapies in the field of oncology.
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Affiliation(s)
- Maurizio Capuozzo
- Coordinamento Farmaceutico, ASL-Naples-3, 80056 Ercolano, Italy; (M.C.); (F.F.)
| | - Mariachiara Santorsola
- Istituto Nazionale Tumori di Napoli, IRCCS “G. Pascale”, Via M. Semmola, 80131 Naples, Italy;
| | - Monica Ianniello
- AMES, Centro Polidiagnostico Strumentale srl, Via Padre Carmine Fico 24, 80013 Casalnuovo Di Napoli, Italy; (M.I.); (N.P.); (R.C.); (M.R.F.)
| | - Francesco Ferrara
- Coordinamento Farmaceutico, ASL-Naples-3, 80056 Ercolano, Italy; (M.C.); (F.F.)
| | - Andrea Zovi
- Ministry of Health, Viale Giorgio Ribotta 5, 00144 Rome, Italy;
| | - Nadia Petrillo
- AMES, Centro Polidiagnostico Strumentale srl, Via Padre Carmine Fico 24, 80013 Casalnuovo Di Napoli, Italy; (M.I.); (N.P.); (R.C.); (M.R.F.)
| | - Rosa Castiello
- AMES, Centro Polidiagnostico Strumentale srl, Via Padre Carmine Fico 24, 80013 Casalnuovo Di Napoli, Italy; (M.I.); (N.P.); (R.C.); (M.R.F.)
| | - Maria Rosaria Fantuz
- AMES, Centro Polidiagnostico Strumentale srl, Via Padre Carmine Fico 24, 80013 Casalnuovo Di Napoli, Italy; (M.I.); (N.P.); (R.C.); (M.R.F.)
| | - Alessandro Ottaiano
- Istituto Nazionale Tumori di Napoli, IRCCS “G. Pascale”, Via M. Semmola, 80131 Naples, Italy;
| | - Giovanni Savarese
- AMES, Centro Polidiagnostico Strumentale srl, Via Padre Carmine Fico 24, 80013 Casalnuovo Di Napoli, Italy; (M.I.); (N.P.); (R.C.); (M.R.F.)
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Rajwa P, Borkowetz A, Abbott T, Alberti A, Bjartell A, Brash JT, Campi R, Chilelli A, Conover M, Constantinovici N, Davies E, De Meulder B, Eid S, Gacci M, Golozar A, Hafeez H, Haque S, Hijazy A, Hulsen T, Josefsson A, Khalid S, Kolde R, Kotik D, Kurki S, Lambrecht M, Leung CH, Moreno J, Nicoletti R, Nieboer D, Oja M, Palanisamy S, Prinsen P, Reich C, Raffaele Resta G, Ribal MJ, Gómez Rivas J, Smith E, Snijder R, Steinbeisser C, Vandenberghe F, Cornford P, Evans-Axelsson S, N'Dow J, Willemse PPM. Research Protocol for an Observational Health Data Analysis on the Adverse Events of Systemic Treatment in Patients with Metastatic Hormone-sensitive Prostate Cancer: Big Data Analytics Using the PIONEER Platform. EUR UROL SUPPL 2024; 63:81-88. [PMID: 38572301 PMCID: PMC10987796 DOI: 10.1016/j.euros.2024.02.019] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 02/28/2024] [Indexed: 04/05/2024] Open
Abstract
Combination therapies in metastatic hormone-sensitive prostate cancer (mHSPC), which include the addition of an androgen receptor signaling inhibitor and/or docetaxel to androgen deprivation therapy, have been a game changer in the management of this disease stage. However, these therapies come with their fair share of toxicities and side effects. The goal of this observational study is to report drug-related adverse events (AEs), which are correlated with systemic combination therapies for mHSPC. Determining the optimal treatment option requires large cohorts to estimate the tolerability and AEs of these combination therapies in "real-life" patients with mHSPC, as provided in this study. We use a network of databases that includes population-based registries, electronic health records, and insurance claims, containing the overall target population and subgroups of patients defined by unique certain characteristics, demographics, and comorbidities, to compute the incidence of common AEs associated with systemic therapies in the setting of mHSPC. These data sources are standardised using the Observational Medical Outcomes Partnership Common Data Model. We perform the descriptive statistics as well as calculate the AE incidence rate separately for each treatment group, stratified by age groups and index year. The time until the first event is estimated using the Kaplan-Meier method within each age group. In the case of episodic events, the anticipated mean cumulative counts of events are calculated. Our study will allow clinicians to tailor optimal therapies for mHSPC patients, and they will serve as a basis for comparative method studies.
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Affiliation(s)
- Pawel Rajwa
- Department of Urology, Medical University of Silesia, Zabrze, Poland
- Department of Urology, Comprehensive Cancer Center, Medical University of Vienna, Vienna, Austria
| | - Angelika Borkowetz
- Department of Urology, University Hospital Carl Gustav Carus, TU Dresden, Dresden, Germany
| | - Thomas Abbott
- European Association of Urology, Nijmegen, The Netherlands
| | - Andrea Alberti
- Unit of Urological Robotic Surgery and Renal Transplantation, University of Florence, Careggi Hospital, Florence, Italy
| | - Anders Bjartell
- Department of Translational Medicine, Lund University, Lund, Sweden
| | | | - Riccardo Campi
- Unit of Urological Robotic Surgery and Renal Transplantation, University of Florence, Careggi Hospital, Florence, Italy
| | | | | | | | | | | | | | - Mauro Gacci
- Unit of Urological Robotic Surgery and Renal Transplantation, University of Florence, Careggi Hospital, Florence, Italy
| | - Asieh Golozar
- Odysseus Data Services, New York, NY, USA
- OHDSI Center, Northeastern University, Boston, MA, USA
| | - Haroon Hafeez
- Shaukat Khanum Memorial Cancer Hospital & Research Centre, Peshawar, Pakistan
| | | | | | - Tim Hulsen
- Department of Hospital Services & Informatics, Philips Research, Eindhoven, The Netherlands
| | - Andreas Josefsson
- Department of Urology, Institute of Clinical Sciences, Sahlgrenska Academy, University of Gothenburg, Gothenburg, Sweden
- Wallenberg Center for Molecular Medicine, Umeå University, Umeå, Sweden
| | | | - Raivo Kolde
- Institute of Computer Science, University of Tartu, Tartu, Estonia
| | - Daniel Kotik
- Center for Advanced Systems Understanding, Görlitz, Germany
- Helmholtz-Zentrum Dresden-Rossendorf, Dresden, Germany
| | | | | | - Chi-Ho Leung
- S.H. Ho Urology Centre, Department of Surgery, The Chinese University of Hong Kong, Hong Kong, China
| | | | - Rossella Nicoletti
- Unit of Urological Robotic Surgery and Renal Transplantation, University of Florence, Careggi Hospital, Florence, Italy
| | - Daan Nieboer
- Erasmus MC University Medical Center, Rotterdam, The Netherlands
| | - Marek Oja
- Institute of Computer Science, University of Tartu, Tartu, Estonia
| | | | - Peter Prinsen
- Netherlands Comprehensive Cancer Organisation (IKNL), Utrecht, The Netherlands
| | - Christian Reich
- Odysseus Data Services, New York, NY, USA
- OHDSI Center, Northeastern University, Boston, MA, USA
| | - Giulio Raffaele Resta
- Unit of Urological Robotic Surgery and Renal Transplantation, University of Florence, Careggi Hospital, Florence, Italy
| | - Maria J. Ribal
- Uro-Oncology Unit, Hospital Clinic, University of Barcelona, Barcelona, Spain
| | - Juan Gómez Rivas
- Department of Urology, Hospital Clinico San Carlos, Madrid, Spain
| | - Emma Smith
- Guidelines Office, European Association of Urology, Arnhem, The Netherlands
| | | | | | | | | | | | - James N'Dow
- Academic Urology Unit, University of Aberdeen, Aberdeen, UK
| | - Peter-Paul M. Willemse
- Department of Urology, Cancer Center, University Medical Center Utrecht, Utrecht, The Netherlands
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