1
|
Guihard S, Piot M, Issoufaly I, Giraud P, Bruand M, Faivre JC, Eugène R, Liem X, Pasquier D, Lamrani-Ghaouti A, Ghannam Y, Ruffier A, Guilbert P, Larnaudie A, Thariat J, Rivera S, Clavier JB. [Real world data in radiotherapy: A data farming project by Unitrad]. Cancer Radiother 2023; 27:455-459. [PMID: 37517975 DOI: 10.1016/j.canrad.2023.06.016] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/08/2023] [Accepted: 06/16/2023] [Indexed: 08/01/2023]
Abstract
The aim of the data farming project by the Unitrad group is to produce and use large quantities of structured real-life data throughout radiotherapy treatment. Starting in 2016, target real world data were selected at expert consensus conferences and regularly updated, then captured in MOSAIQ© as the patient was treated. For each partner institution, the data was then stored in a relational database, then extracted and used by researchers to create real world knowledge. This production was carried out in a multicentre, coordinated fashion. When necessary, the raw data was shared according to the research projects, in compliance with regulations. Feedack was provided at each stage, enabling the system to evolve flexibly and rapidly, using the "agile" method. This work, which is constantly evolving, has led to the creation of health data warehouses focused on data of interest in radiotherapy, and the publication of numerous academic studies. It forms part of the wider context of the exploitation of real-life data in cancerology. Unitrad data farming is a collaborative project for creating knowledge from real-life radiotherapy data, based on an active network of clinicians and researchers.
Collapse
Affiliation(s)
- S Guihard
- Radiothérapie, institut de cancérologie de Strasbourg (ICANS), 17, rue Albert-Calmette, BP 23025, 67033 Strasbourg, France.
| | - M Piot
- Laboratoire List3N, école doctorale SPI de l'université de technologie de Troyes, 12, rue Marie-Curie, 10300 Troyes, France
| | - I Issoufaly
- Radiothérapie, Gustave-Roussy, Villejuif, France
| | - P Giraud
- Inserm, UMR 1138, équipe« Science de l'information au service de la médecine », 15, rue de l'École-de-Médecine, 75006 Paris, France; Radiothérapie, hôpitaux universitaires Pitié-Salpêtrière-Charles-Foix, 47, boulevard de l'Hôpital, 75013 Paris, France
| | - M Bruand
- Radiothérapie, Institut de cancérologie de Lorraine, Vandœuvre-lès-Nancy, France
| | - J-C Faivre
- Radiothérapie, Institut de cancérologie de Lorraine, Vandœuvre-lès-Nancy, France
| | - R Eugène
- Oncology Informatics Consultant, Elekta SAS, Boulogne-Billancourt, France
| | - X Liem
- Radiothérapie, centre Oscar-Lambret, 3, rue Frédéric-Combemale, 59000 Lille, France
| | - D Pasquier
- Radiothérapie, centre Oscar-Lambret, 3, rue Frédéric-Combemale, 59000 Lille, France
| | | | - Y Ghannam
- Radiothérapie, Gustave-Roussy, Villejuif, France
| | - A Ruffier
- Radiothérapie, institut interrégional de cancérologie, centre Jean-Bernard, clinique Victor-Hugo, Le Mans, France
| | - P Guilbert
- Radiothérapie, institut Godinot, 1, rue du Général-Koenig, 51100 Reims, France
| | - A Larnaudie
- Radiothérapie, centre François-Baclesse, 14000 Caen, France
| | - J Thariat
- Radiothérapie, centre François-Baclesse, 14000 Caen, France
| | - S Rivera
- Radiothérapie, Gustave-Roussy, Villejuif, France
| | - J-B Clavier
- Radiothérapie, institut de cancérologie de Strasbourg (ICANS), 17, rue Albert-Calmette, BP 23025, 67033 Strasbourg, France
| |
Collapse
|
2
|
Droff N, Clavier JB, Brahimi Y, Keller A, Vigneron C, Eugène R, Guihard S. Description monocentrique de la toxicité aiguë et tardive des irradiations mammaires par une technique de Tomodirect et comparaison avec des techniques de radiothérapie tridimensionnelle et d’autres radiothérapies conformationnelles avec modulation d’intensité par une méthode de data farming. Cancer Radiother 2021. [DOI: 10.1016/j.canrad.2021.07.011] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/20/2022]
|
3
|
Clavier J, Jung L, Eugène R, Mazzara C, Servagi S, Rivera S, Issoufaly I, Bellefqih S, Hannoun-Lévi JM, Petit C, Feuillade J, Fontbonne JM, Bonnet N, Jou A, Piot M, Liem X, Thariat J, Guihard S. Capture, restitution et exploitation multicentrique des données de vie réelle en radiothérapie. Cancer Radiother 2020. [DOI: 10.1016/j.canrad.2020.08.013] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
|
4
|
Guihard S, Eugène R, Thariat J, Beneyton V, Claude L, Fontbonne JM, Gaillot N, Ganansia V, Jamain C, Lepinoy A, Laude C, Mazzara C, Racadot S, Ruffier A, Servagi S, Truntzer P, Clavier J. Dossier structuré commun de radiothérapie basé sur Mosaiq®. Cancer Radiother 2018. [DOI: 10.1016/j.canrad.2018.07.020] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/28/2022]
|