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Lassau N, Bonastre J, Kind M, Vilgrain V, Lacroix J, Cuinet M, Taieb S, Aziza R, Sarran A, Labbe-Devilliers C, Gallix B, Lucidarme O, Ptak Y, Rocher L, Caquot LM, Chagnon S, Marion D, Luciani A, Feutray S, Uzan-Augui J, Coiffier B, Benastou B, Koscielny S. Validation of dynamic contrast-enhanced ultrasound in predicting outcomes of antiangiogenic therapy for solid tumors: the French multicenter support for innovative and expensive techniques study. Invest Radiol 2014; 49:794-800. [PMID: 24991866 PMCID: PMC4222794 DOI: 10.1097/rli.0000000000000085] [Citation(s) in RCA: 97] [Impact Index Per Article: 9.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
OBJECTIVES Dynamic contrast-enhanced ultrasound (DCE-US) has been used in single-center studies to evaluate tumor response to antiangiogenic treatments: the change of area under the perfusion curve (AUC), a criterion linked to blood volume, was consistently correlated with the Response Evaluation Criteria in Solid Tumors response. The main objective here was to do a multicentric validation of the use of DCE-US to evaluate tumor response in different solid tumor types treated by several antiangiogenic agents. A secondary objective was to evaluate the costs of the procedure. MATERIALS AND METHODS This prospective study included patients from 2007 to 2010 in 19 centers (8 teaching hospitals and 11 comprehensive cancer centers). All patients treated with antiangiogenic therapy were eligible. Dynamic contrast-enhanced ultrasound examinations were performed at baseline as well as on days 7, 15, 30, and 60. For each examination, a perfusion curve was recorded during 3 minutes after injection of a contrast agent. Change from baseline at each time point was estimated for each of 7 fitted criteria. The main end point was freedom from progression (FFP). Criterion/time-point combinations with the strongest correlation with FFP were analyzed further to estimate an optimal cutoff point. RESULTS A total of 1968 DCE-US examinations in 539 patients were analyzed. The median follow-up was 1.65 years. Variations from baseline were significant at day 30 for several criteria, with AUC having the most significant association with FFP (P = 0.00002). Patients with a greater than 40% decrease in AUC at day 30 had better FFP (P = 0.005) and overall survival (P = 0.05). The mean cost of each DCE-US was 180&OV0556;, which corresponds to $250 using the current exchange rate. CONCLUSIONS Dynamic contrast-enhanced ultrasound is a new functional imaging technique that provides a validated criterion, namely, the change of AUC from baseline to day 30, which is predictive of tumor progression in a large multicenter cohort. Because of its low cost, it should be considered in the routine evaluation of solid tumors treated with antiangiogenic therapy.
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Affiliation(s)
- Nathalie Lassau
- From the *Integrated Research Cancer Institute, Research Department, Villejuif; †Service Biostatistique et Épidémiologie, Gustave Roussy, Villejuif; ‡Imaging Department, Institut Bergonié, Bordeaux; §Department of Radiology, Assistance Publique-Hôpitaux de Paris, Hôpital Beaujon, Clichy, and Université Paris Diderot, Sorbonne Paris Cité; ∥Department of Radiology, Centre François Baclesse, Caen; ¶Department of Radiology, Centre Léon Bérard, Lyon; #Imaging Department, Centre Oscar Lambret, Lille; **Radiodiagnostics Department, Centre Claudius Regaud, Toulouse; ††Imaging Department, Institut Paoli Calmettes, Marseille; ‡‡Radiodiagnostics Department, Centre R Gauducheau, Institut de Cancérologie de l’Ouest Nantes; §§Department of Abdominal and Digestive Imaging, Hôpital Saint-Éloi, Montpellier; ∥∥Radiology Department, Centre Hospitalier Universitaire La Pitié-Salpêtrière, Paris; ¶¶Radiodiagnostics Department, Centre Jean Perrin, Clermont-Ferrand; ##Radiology Department, Centre Hospitalier Universitaire Bicêtre, Le Kremlin-Bicêtre; ***Radiodiagnostics and Imaging Department, Institut Jean Godinot, Reims; †††Ultrasonography Department, Hôpital Ambroise Paré, Boulogne-Billancourt; ‡‡‡Radiology Department, Centre Hospitalier Universitaire Hôtel-Dieu, Lyon; §§§Radiology Department, Centre Hospitalier Universitaire Henri Mondor, Créteil; ∥∥∥Imaging Department, Centre Georges-François Leclerc, Dijon Cedex; and ¶¶¶Radiology Department, Hôpital Cochin, Paris, France
| | - Julia Bonastre
- From the *Integrated Research Cancer Institute, Research Department, Villejuif; †Service Biostatistique et Épidémiologie, Gustave Roussy, Villejuif; ‡Imaging Department, Institut Bergonié, Bordeaux; §Department of Radiology, Assistance Publique-Hôpitaux de Paris, Hôpital Beaujon, Clichy, and Université Paris Diderot, Sorbonne Paris Cité; ∥Department of Radiology, Centre François Baclesse, Caen; ¶Department of Radiology, Centre Léon Bérard, Lyon; #Imaging Department, Centre Oscar Lambret, Lille; **Radiodiagnostics Department, Centre Claudius Regaud, Toulouse; ††Imaging Department, Institut Paoli Calmettes, Marseille; ‡‡Radiodiagnostics Department, Centre R Gauducheau, Institut de Cancérologie de l’Ouest Nantes; §§Department of Abdominal and Digestive Imaging, Hôpital Saint-Éloi, Montpellier; ∥∥Radiology Department, Centre Hospitalier Universitaire La Pitié-Salpêtrière, Paris; ¶¶Radiodiagnostics Department, Centre Jean Perrin, Clermont-Ferrand; ##Radiology Department, Centre Hospitalier Universitaire Bicêtre, Le Kremlin-Bicêtre; ***Radiodiagnostics and Imaging Department, Institut Jean Godinot, Reims; †††Ultrasonography Department, Hôpital Ambroise Paré, Boulogne-Billancourt; ‡‡‡Radiology Department, Centre Hospitalier Universitaire Hôtel-Dieu, Lyon; §§§Radiology Department, Centre Hospitalier Universitaire Henri Mondor, Créteil; ∥∥∥Imaging Department, Centre Georges-François Leclerc, Dijon Cedex; and ¶¶¶Radiology Department, Hôpital Cochin, Paris, France
| | - Michèle Kind
- From the *Integrated Research Cancer Institute, Research Department, Villejuif; †Service Biostatistique et Épidémiologie, Gustave Roussy, Villejuif; ‡Imaging Department, Institut Bergonié, Bordeaux; §Department of Radiology, Assistance Publique-Hôpitaux de Paris, Hôpital Beaujon, Clichy, and Université Paris Diderot, Sorbonne Paris Cité; ∥Department of Radiology, Centre François Baclesse, Caen; ¶Department of Radiology, Centre Léon Bérard, Lyon; #Imaging Department, Centre Oscar Lambret, Lille; **Radiodiagnostics Department, Centre Claudius Regaud, Toulouse; ††Imaging Department, Institut Paoli Calmettes, Marseille; ‡‡Radiodiagnostics Department, Centre R Gauducheau, Institut de Cancérologie de l’Ouest Nantes; §§Department of Abdominal and Digestive Imaging, Hôpital Saint-Éloi, Montpellier; ∥∥Radiology Department, Centre Hospitalier Universitaire La Pitié-Salpêtrière, Paris; ¶¶Radiodiagnostics Department, Centre Jean Perrin, Clermont-Ferrand; ##Radiology Department, Centre Hospitalier Universitaire Bicêtre, Le Kremlin-Bicêtre; ***Radiodiagnostics and Imaging Department, Institut Jean Godinot, Reims; †††Ultrasonography Department, Hôpital Ambroise Paré, Boulogne-Billancourt; ‡‡‡Radiology Department, Centre Hospitalier Universitaire Hôtel-Dieu, Lyon; §§§Radiology Department, Centre Hospitalier Universitaire Henri Mondor, Créteil; ∥∥∥Imaging Department, Centre Georges-François Leclerc, Dijon Cedex; and ¶¶¶Radiology Department, Hôpital Cochin, Paris, France
| | - Valérie Vilgrain
- From the *Integrated Research Cancer Institute, Research Department, Villejuif; †Service Biostatistique et Épidémiologie, Gustave Roussy, Villejuif; ‡Imaging Department, Institut Bergonié, Bordeaux; §Department of Radiology, Assistance Publique-Hôpitaux de Paris, Hôpital Beaujon, Clichy, and Université Paris Diderot, Sorbonne Paris Cité; ∥Department of Radiology, Centre François Baclesse, Caen; ¶Department of Radiology, Centre Léon Bérard, Lyon; #Imaging Department, Centre Oscar Lambret, Lille; **Radiodiagnostics Department, Centre Claudius Regaud, Toulouse; ††Imaging Department, Institut Paoli Calmettes, Marseille; ‡‡Radiodiagnostics Department, Centre R Gauducheau, Institut de Cancérologie de l’Ouest Nantes; §§Department of Abdominal and Digestive Imaging, Hôpital Saint-Éloi, Montpellier; ∥∥Radiology Department, Centre Hospitalier Universitaire La Pitié-Salpêtrière, Paris; ¶¶Radiodiagnostics Department, Centre Jean Perrin, Clermont-Ferrand; ##Radiology Department, Centre Hospitalier Universitaire Bicêtre, Le Kremlin-Bicêtre; ***Radiodiagnostics and Imaging Department, Institut Jean Godinot, Reims; †††Ultrasonography Department, Hôpital Ambroise Paré, Boulogne-Billancourt; ‡‡‡Radiology Department, Centre Hospitalier Universitaire Hôtel-Dieu, Lyon; §§§Radiology Department, Centre Hospitalier Universitaire Henri Mondor, Créteil; ∥∥∥Imaging Department, Centre Georges-François Leclerc, Dijon Cedex; and ¶¶¶Radiology Department, Hôpital Cochin, Paris, France
| | - Joëlle Lacroix
- From the *Integrated Research Cancer Institute, Research Department, Villejuif; †Service Biostatistique et Épidémiologie, Gustave Roussy, Villejuif; ‡Imaging Department, Institut Bergonié, Bordeaux; §Department of Radiology, Assistance Publique-Hôpitaux de Paris, Hôpital Beaujon, Clichy, and Université Paris Diderot, Sorbonne Paris Cité; ∥Department of Radiology, Centre François Baclesse, Caen; ¶Department of Radiology, Centre Léon Bérard, Lyon; #Imaging Department, Centre Oscar Lambret, Lille; **Radiodiagnostics Department, Centre Claudius Regaud, Toulouse; ††Imaging Department, Institut Paoli Calmettes, Marseille; ‡‡Radiodiagnostics Department, Centre R Gauducheau, Institut de Cancérologie de l’Ouest Nantes; §§Department of Abdominal and Digestive Imaging, Hôpital Saint-Éloi, Montpellier; ∥∥Radiology Department, Centre Hospitalier Universitaire La Pitié-Salpêtrière, Paris; ¶¶Radiodiagnostics Department, Centre Jean Perrin, Clermont-Ferrand; ##Radiology Department, Centre Hospitalier Universitaire Bicêtre, Le Kremlin-Bicêtre; ***Radiodiagnostics and Imaging Department, Institut Jean Godinot, Reims; †††Ultrasonography Department, Hôpital Ambroise Paré, Boulogne-Billancourt; ‡‡‡Radiology Department, Centre Hospitalier Universitaire Hôtel-Dieu, Lyon; §§§Radiology Department, Centre Hospitalier Universitaire Henri Mondor, Créteil; ∥∥∥Imaging Department, Centre Georges-François Leclerc, Dijon Cedex; and ¶¶¶Radiology Department, Hôpital Cochin, Paris, France
| | - Marie Cuinet
- From the *Integrated Research Cancer Institute, Research Department, Villejuif; †Service Biostatistique et Épidémiologie, Gustave Roussy, Villejuif; ‡Imaging Department, Institut Bergonié, Bordeaux; §Department of Radiology, Assistance Publique-Hôpitaux de Paris, Hôpital Beaujon, Clichy, and Université Paris Diderot, Sorbonne Paris Cité; ∥Department of Radiology, Centre François Baclesse, Caen; ¶Department of Radiology, Centre Léon Bérard, Lyon; #Imaging Department, Centre Oscar Lambret, Lille; **Radiodiagnostics Department, Centre Claudius Regaud, Toulouse; ††Imaging Department, Institut Paoli Calmettes, Marseille; ‡‡Radiodiagnostics Department, Centre R Gauducheau, Institut de Cancérologie de l’Ouest Nantes; §§Department of Abdominal and Digestive Imaging, Hôpital Saint-Éloi, Montpellier; ∥∥Radiology Department, Centre Hospitalier Universitaire La Pitié-Salpêtrière, Paris; ¶¶Radiodiagnostics Department, Centre Jean Perrin, Clermont-Ferrand; ##Radiology Department, Centre Hospitalier Universitaire Bicêtre, Le Kremlin-Bicêtre; ***Radiodiagnostics and Imaging Department, Institut Jean Godinot, Reims; †††Ultrasonography Department, Hôpital Ambroise Paré, Boulogne-Billancourt; ‡‡‡Radiology Department, Centre Hospitalier Universitaire Hôtel-Dieu, Lyon; §§§Radiology Department, Centre Hospitalier Universitaire Henri Mondor, Créteil; ∥∥∥Imaging Department, Centre Georges-François Leclerc, Dijon Cedex; and ¶¶¶Radiology Department, Hôpital Cochin, Paris, France
| | - Sophie Taieb
- From the *Integrated Research Cancer Institute, Research Department, Villejuif; †Service Biostatistique et Épidémiologie, Gustave Roussy, Villejuif; ‡Imaging Department, Institut Bergonié, Bordeaux; §Department of Radiology, Assistance Publique-Hôpitaux de Paris, Hôpital Beaujon, Clichy, and Université Paris Diderot, Sorbonne Paris Cité; ∥Department of Radiology, Centre François Baclesse, Caen; ¶Department of Radiology, Centre Léon Bérard, Lyon; #Imaging Department, Centre Oscar Lambret, Lille; **Radiodiagnostics Department, Centre Claudius Regaud, Toulouse; ††Imaging Department, Institut Paoli Calmettes, Marseille; ‡‡Radiodiagnostics Department, Centre R Gauducheau, Institut de Cancérologie de l’Ouest Nantes; §§Department of Abdominal and Digestive Imaging, Hôpital Saint-Éloi, Montpellier; ∥∥Radiology Department, Centre Hospitalier Universitaire La Pitié-Salpêtrière, Paris; ¶¶Radiodiagnostics Department, Centre Jean Perrin, Clermont-Ferrand; ##Radiology Department, Centre Hospitalier Universitaire Bicêtre, Le Kremlin-Bicêtre; ***Radiodiagnostics and Imaging Department, Institut Jean Godinot, Reims; †††Ultrasonography Department, Hôpital Ambroise Paré, Boulogne-Billancourt; ‡‡‡Radiology Department, Centre Hospitalier Universitaire Hôtel-Dieu, Lyon; §§§Radiology Department, Centre Hospitalier Universitaire Henri Mondor, Créteil; ∥∥∥Imaging Department, Centre Georges-François Leclerc, Dijon Cedex; and ¶¶¶Radiology Department, Hôpital Cochin, Paris, France
| | - Richard Aziza
- From the *Integrated Research Cancer Institute, Research Department, Villejuif; †Service Biostatistique et Épidémiologie, Gustave Roussy, Villejuif; ‡Imaging Department, Institut Bergonié, Bordeaux; §Department of Radiology, Assistance Publique-Hôpitaux de Paris, Hôpital Beaujon, Clichy, and Université Paris Diderot, Sorbonne Paris Cité; ∥Department of Radiology, Centre François Baclesse, Caen; ¶Department of Radiology, Centre Léon Bérard, Lyon; #Imaging Department, Centre Oscar Lambret, Lille; **Radiodiagnostics Department, Centre Claudius Regaud, Toulouse; ††Imaging Department, Institut Paoli Calmettes, Marseille; ‡‡Radiodiagnostics Department, Centre R Gauducheau, Institut de Cancérologie de l’Ouest Nantes; §§Department of Abdominal and Digestive Imaging, Hôpital Saint-Éloi, Montpellier; ∥∥Radiology Department, Centre Hospitalier Universitaire La Pitié-Salpêtrière, Paris; ¶¶Radiodiagnostics Department, Centre Jean Perrin, Clermont-Ferrand; ##Radiology Department, Centre Hospitalier Universitaire Bicêtre, Le Kremlin-Bicêtre; ***Radiodiagnostics and Imaging Department, Institut Jean Godinot, Reims; †††Ultrasonography Department, Hôpital Ambroise Paré, Boulogne-Billancourt; ‡‡‡Radiology Department, Centre Hospitalier Universitaire Hôtel-Dieu, Lyon; §§§Radiology Department, Centre Hospitalier Universitaire Henri Mondor, Créteil; ∥∥∥Imaging Department, Centre Georges-François Leclerc, Dijon Cedex; and ¶¶¶Radiology Department, Hôpital Cochin, Paris, France
| | - Antony Sarran
- From the *Integrated Research Cancer Institute, Research Department, Villejuif; †Service Biostatistique et Épidémiologie, Gustave Roussy, Villejuif; ‡Imaging Department, Institut Bergonié, Bordeaux; §Department of Radiology, Assistance Publique-Hôpitaux de Paris, Hôpital Beaujon, Clichy, and Université Paris Diderot, Sorbonne Paris Cité; ∥Department of Radiology, Centre François Baclesse, Caen; ¶Department of Radiology, Centre Léon Bérard, Lyon; #Imaging Department, Centre Oscar Lambret, Lille; **Radiodiagnostics Department, Centre Claudius Regaud, Toulouse; ††Imaging Department, Institut Paoli Calmettes, Marseille; ‡‡Radiodiagnostics Department, Centre R Gauducheau, Institut de Cancérologie de l’Ouest Nantes; §§Department of Abdominal and Digestive Imaging, Hôpital Saint-Éloi, Montpellier; ∥∥Radiology Department, Centre Hospitalier Universitaire La Pitié-Salpêtrière, Paris; ¶¶Radiodiagnostics Department, Centre Jean Perrin, Clermont-Ferrand; ##Radiology Department, Centre Hospitalier Universitaire Bicêtre, Le Kremlin-Bicêtre; ***Radiodiagnostics and Imaging Department, Institut Jean Godinot, Reims; †††Ultrasonography Department, Hôpital Ambroise Paré, Boulogne-Billancourt; ‡‡‡Radiology Department, Centre Hospitalier Universitaire Hôtel-Dieu, Lyon; §§§Radiology Department, Centre Hospitalier Universitaire Henri Mondor, Créteil; ∥∥∥Imaging Department, Centre Georges-François Leclerc, Dijon Cedex; and ¶¶¶Radiology Department, Hôpital Cochin, Paris, France
| | - Catherine Labbe-Devilliers
- From the *Integrated Research Cancer Institute, Research Department, Villejuif; †Service Biostatistique et Épidémiologie, Gustave Roussy, Villejuif; ‡Imaging Department, Institut Bergonié, Bordeaux; §Department of Radiology, Assistance Publique-Hôpitaux de Paris, Hôpital Beaujon, Clichy, and Université Paris Diderot, Sorbonne Paris Cité; ∥Department of Radiology, Centre François Baclesse, Caen; ¶Department of Radiology, Centre Léon Bérard, Lyon; #Imaging Department, Centre Oscar Lambret, Lille; **Radiodiagnostics Department, Centre Claudius Regaud, Toulouse; ††Imaging Department, Institut Paoli Calmettes, Marseille; ‡‡Radiodiagnostics Department, Centre R Gauducheau, Institut de Cancérologie de l’Ouest Nantes; §§Department of Abdominal and Digestive Imaging, Hôpital Saint-Éloi, Montpellier; ∥∥Radiology Department, Centre Hospitalier Universitaire La Pitié-Salpêtrière, Paris; ¶¶Radiodiagnostics Department, Centre Jean Perrin, Clermont-Ferrand; ##Radiology Department, Centre Hospitalier Universitaire Bicêtre, Le Kremlin-Bicêtre; ***Radiodiagnostics and Imaging Department, Institut Jean Godinot, Reims; †††Ultrasonography Department, Hôpital Ambroise Paré, Boulogne-Billancourt; ‡‡‡Radiology Department, Centre Hospitalier Universitaire Hôtel-Dieu, Lyon; §§§Radiology Department, Centre Hospitalier Universitaire Henri Mondor, Créteil; ∥∥∥Imaging Department, Centre Georges-François Leclerc, Dijon Cedex; and ¶¶¶Radiology Department, Hôpital Cochin, Paris, France
| | - Benoit Gallix
- From the *Integrated Research Cancer Institute, Research Department, Villejuif; †Service Biostatistique et Épidémiologie, Gustave Roussy, Villejuif; ‡Imaging Department, Institut Bergonié, Bordeaux; §Department of Radiology, Assistance Publique-Hôpitaux de Paris, Hôpital Beaujon, Clichy, and Université Paris Diderot, Sorbonne Paris Cité; ∥Department of Radiology, Centre François Baclesse, Caen; ¶Department of Radiology, Centre Léon Bérard, Lyon; #Imaging Department, Centre Oscar Lambret, Lille; **Radiodiagnostics Department, Centre Claudius Regaud, Toulouse; ††Imaging Department, Institut Paoli Calmettes, Marseille; ‡‡Radiodiagnostics Department, Centre R Gauducheau, Institut de Cancérologie de l’Ouest Nantes; §§Department of Abdominal and Digestive Imaging, Hôpital Saint-Éloi, Montpellier; ∥∥Radiology Department, Centre Hospitalier Universitaire La Pitié-Salpêtrière, Paris; ¶¶Radiodiagnostics Department, Centre Jean Perrin, Clermont-Ferrand; ##Radiology Department, Centre Hospitalier Universitaire Bicêtre, Le Kremlin-Bicêtre; ***Radiodiagnostics and Imaging Department, Institut Jean Godinot, Reims; †††Ultrasonography Department, Hôpital Ambroise Paré, Boulogne-Billancourt; ‡‡‡Radiology Department, Centre Hospitalier Universitaire Hôtel-Dieu, Lyon; §§§Radiology Department, Centre Hospitalier Universitaire Henri Mondor, Créteil; ∥∥∥Imaging Department, Centre Georges-François Leclerc, Dijon Cedex; and ¶¶¶Radiology Department, Hôpital Cochin, Paris, France
| | - Olivier Lucidarme
- From the *Integrated Research Cancer Institute, Research Department, Villejuif; †Service Biostatistique et Épidémiologie, Gustave Roussy, Villejuif; ‡Imaging Department, Institut Bergonié, Bordeaux; §Department of Radiology, Assistance Publique-Hôpitaux de Paris, Hôpital Beaujon, Clichy, and Université Paris Diderot, Sorbonne Paris Cité; ∥Department of Radiology, Centre François Baclesse, Caen; ¶Department of Radiology, Centre Léon Bérard, Lyon; #Imaging Department, Centre Oscar Lambret, Lille; **Radiodiagnostics Department, Centre Claudius Regaud, Toulouse; ††Imaging Department, Institut Paoli Calmettes, Marseille; ‡‡Radiodiagnostics Department, Centre R Gauducheau, Institut de Cancérologie de l’Ouest Nantes; §§Department of Abdominal and Digestive Imaging, Hôpital Saint-Éloi, Montpellier; ∥∥Radiology Department, Centre Hospitalier Universitaire La Pitié-Salpêtrière, Paris; ¶¶Radiodiagnostics Department, Centre Jean Perrin, Clermont-Ferrand; ##Radiology Department, Centre Hospitalier Universitaire Bicêtre, Le Kremlin-Bicêtre; ***Radiodiagnostics and Imaging Department, Institut Jean Godinot, Reims; †††Ultrasonography Department, Hôpital Ambroise Paré, Boulogne-Billancourt; ‡‡‡Radiology Department, Centre Hospitalier Universitaire Hôtel-Dieu, Lyon; §§§Radiology Department, Centre Hospitalier Universitaire Henri Mondor, Créteil; ∥∥∥Imaging Department, Centre Georges-François Leclerc, Dijon Cedex; and ¶¶¶Radiology Department, Hôpital Cochin, Paris, France
| | - Yvette Ptak
- From the *Integrated Research Cancer Institute, Research Department, Villejuif; †Service Biostatistique et Épidémiologie, Gustave Roussy, Villejuif; ‡Imaging Department, Institut Bergonié, Bordeaux; §Department of Radiology, Assistance Publique-Hôpitaux de Paris, Hôpital Beaujon, Clichy, and Université Paris Diderot, Sorbonne Paris Cité; ∥Department of Radiology, Centre François Baclesse, Caen; ¶Department of Radiology, Centre Léon Bérard, Lyon; #Imaging Department, Centre Oscar Lambret, Lille; **Radiodiagnostics Department, Centre Claudius Regaud, Toulouse; ††Imaging Department, Institut Paoli Calmettes, Marseille; ‡‡Radiodiagnostics Department, Centre R Gauducheau, Institut de Cancérologie de l’Ouest Nantes; §§Department of Abdominal and Digestive Imaging, Hôpital Saint-Éloi, Montpellier; ∥∥Radiology Department, Centre Hospitalier Universitaire La Pitié-Salpêtrière, Paris; ¶¶Radiodiagnostics Department, Centre Jean Perrin, Clermont-Ferrand; ##Radiology Department, Centre Hospitalier Universitaire Bicêtre, Le Kremlin-Bicêtre; ***Radiodiagnostics and Imaging Department, Institut Jean Godinot, Reims; †††Ultrasonography Department, Hôpital Ambroise Paré, Boulogne-Billancourt; ‡‡‡Radiology Department, Centre Hospitalier Universitaire Hôtel-Dieu, Lyon; §§§Radiology Department, Centre Hospitalier Universitaire Henri Mondor, Créteil; ∥∥∥Imaging Department, Centre Georges-François Leclerc, Dijon Cedex; and ¶¶¶Radiology Department, Hôpital Cochin, Paris, France
| | - Laurence Rocher
- From the *Integrated Research Cancer Institute, Research Department, Villejuif; †Service Biostatistique et Épidémiologie, Gustave Roussy, Villejuif; ‡Imaging Department, Institut Bergonié, Bordeaux; §Department of Radiology, Assistance Publique-Hôpitaux de Paris, Hôpital Beaujon, Clichy, and Université Paris Diderot, Sorbonne Paris Cité; ∥Department of Radiology, Centre François Baclesse, Caen; ¶Department of Radiology, Centre Léon Bérard, Lyon; #Imaging Department, Centre Oscar Lambret, Lille; **Radiodiagnostics Department, Centre Claudius Regaud, Toulouse; ††Imaging Department, Institut Paoli Calmettes, Marseille; ‡‡Radiodiagnostics Department, Centre R Gauducheau, Institut de Cancérologie de l’Ouest Nantes; §§Department of Abdominal and Digestive Imaging, Hôpital Saint-Éloi, Montpellier; ∥∥Radiology Department, Centre Hospitalier Universitaire La Pitié-Salpêtrière, Paris; ¶¶Radiodiagnostics Department, Centre Jean Perrin, Clermont-Ferrand; ##Radiology Department, Centre Hospitalier Universitaire Bicêtre, Le Kremlin-Bicêtre; ***Radiodiagnostics and Imaging Department, Institut Jean Godinot, Reims; †††Ultrasonography Department, Hôpital Ambroise Paré, Boulogne-Billancourt; ‡‡‡Radiology Department, Centre Hospitalier Universitaire Hôtel-Dieu, Lyon; §§§Radiology Department, Centre Hospitalier Universitaire Henri Mondor, Créteil; ∥∥∥Imaging Department, Centre Georges-François Leclerc, Dijon Cedex; and ¶¶¶Radiology Department, Hôpital Cochin, Paris, France
| | - Louis-Michel Caquot
- From the *Integrated Research Cancer Institute, Research Department, Villejuif; †Service Biostatistique et Épidémiologie, Gustave Roussy, Villejuif; ‡Imaging Department, Institut Bergonié, Bordeaux; §Department of Radiology, Assistance Publique-Hôpitaux de Paris, Hôpital Beaujon, Clichy, and Université Paris Diderot, Sorbonne Paris Cité; ∥Department of Radiology, Centre François Baclesse, Caen; ¶Department of Radiology, Centre Léon Bérard, Lyon; #Imaging Department, Centre Oscar Lambret, Lille; **Radiodiagnostics Department, Centre Claudius Regaud, Toulouse; ††Imaging Department, Institut Paoli Calmettes, Marseille; ‡‡Radiodiagnostics Department, Centre R Gauducheau, Institut de Cancérologie de l’Ouest Nantes; §§Department of Abdominal and Digestive Imaging, Hôpital Saint-Éloi, Montpellier; ∥∥Radiology Department, Centre Hospitalier Universitaire La Pitié-Salpêtrière, Paris; ¶¶Radiodiagnostics Department, Centre Jean Perrin, Clermont-Ferrand; ##Radiology Department, Centre Hospitalier Universitaire Bicêtre, Le Kremlin-Bicêtre; ***Radiodiagnostics and Imaging Department, Institut Jean Godinot, Reims; †††Ultrasonography Department, Hôpital Ambroise Paré, Boulogne-Billancourt; ‡‡‡Radiology Department, Centre Hospitalier Universitaire Hôtel-Dieu, Lyon; §§§Radiology Department, Centre Hospitalier Universitaire Henri Mondor, Créteil; ∥∥∥Imaging Department, Centre Georges-François Leclerc, Dijon Cedex; and ¶¶¶Radiology Department, Hôpital Cochin, Paris, France
| | - Sophie Chagnon
- From the *Integrated Research Cancer Institute, Research Department, Villejuif; †Service Biostatistique et Épidémiologie, Gustave Roussy, Villejuif; ‡Imaging Department, Institut Bergonié, Bordeaux; §Department of Radiology, Assistance Publique-Hôpitaux de Paris, Hôpital Beaujon, Clichy, and Université Paris Diderot, Sorbonne Paris Cité; ∥Department of Radiology, Centre François Baclesse, Caen; ¶Department of Radiology, Centre Léon Bérard, Lyon; #Imaging Department, Centre Oscar Lambret, Lille; **Radiodiagnostics Department, Centre Claudius Regaud, Toulouse; ††Imaging Department, Institut Paoli Calmettes, Marseille; ‡‡Radiodiagnostics Department, Centre R Gauducheau, Institut de Cancérologie de l’Ouest Nantes; §§Department of Abdominal and Digestive Imaging, Hôpital Saint-Éloi, Montpellier; ∥∥Radiology Department, Centre Hospitalier Universitaire La Pitié-Salpêtrière, Paris; ¶¶Radiodiagnostics Department, Centre Jean Perrin, Clermont-Ferrand; ##Radiology Department, Centre Hospitalier Universitaire Bicêtre, Le Kremlin-Bicêtre; ***Radiodiagnostics and Imaging Department, Institut Jean Godinot, Reims; †††Ultrasonography Department, Hôpital Ambroise Paré, Boulogne-Billancourt; ‡‡‡Radiology Department, Centre Hospitalier Universitaire Hôtel-Dieu, Lyon; §§§Radiology Department, Centre Hospitalier Universitaire Henri Mondor, Créteil; ∥∥∥Imaging Department, Centre Georges-François Leclerc, Dijon Cedex; and ¶¶¶Radiology Department, Hôpital Cochin, Paris, France
| | - Denis Marion
- From the *Integrated Research Cancer Institute, Research Department, Villejuif; †Service Biostatistique et Épidémiologie, Gustave Roussy, Villejuif; ‡Imaging Department, Institut Bergonié, Bordeaux; §Department of Radiology, Assistance Publique-Hôpitaux de Paris, Hôpital Beaujon, Clichy, and Université Paris Diderot, Sorbonne Paris Cité; ∥Department of Radiology, Centre François Baclesse, Caen; ¶Department of Radiology, Centre Léon Bérard, Lyon; #Imaging Department, Centre Oscar Lambret, Lille; **Radiodiagnostics Department, Centre Claudius Regaud, Toulouse; ††Imaging Department, Institut Paoli Calmettes, Marseille; ‡‡Radiodiagnostics Department, Centre R Gauducheau, Institut de Cancérologie de l’Ouest Nantes; §§Department of Abdominal and Digestive Imaging, Hôpital Saint-Éloi, Montpellier; ∥∥Radiology Department, Centre Hospitalier Universitaire La Pitié-Salpêtrière, Paris; ¶¶Radiodiagnostics Department, Centre Jean Perrin, Clermont-Ferrand; ##Radiology Department, Centre Hospitalier Universitaire Bicêtre, Le Kremlin-Bicêtre; ***Radiodiagnostics and Imaging Department, Institut Jean Godinot, Reims; †††Ultrasonography Department, Hôpital Ambroise Paré, Boulogne-Billancourt; ‡‡‡Radiology Department, Centre Hospitalier Universitaire Hôtel-Dieu, Lyon; §§§Radiology Department, Centre Hospitalier Universitaire Henri Mondor, Créteil; ∥∥∥Imaging Department, Centre Georges-François Leclerc, Dijon Cedex; and ¶¶¶Radiology Department, Hôpital Cochin, Paris, France
| | - Alain Luciani
- From the *Integrated Research Cancer Institute, Research Department, Villejuif; †Service Biostatistique et Épidémiologie, Gustave Roussy, Villejuif; ‡Imaging Department, Institut Bergonié, Bordeaux; §Department of Radiology, Assistance Publique-Hôpitaux de Paris, Hôpital Beaujon, Clichy, and Université Paris Diderot, Sorbonne Paris Cité; ∥Department of Radiology, Centre François Baclesse, Caen; ¶Department of Radiology, Centre Léon Bérard, Lyon; #Imaging Department, Centre Oscar Lambret, Lille; **Radiodiagnostics Department, Centre Claudius Regaud, Toulouse; ††Imaging Department, Institut Paoli Calmettes, Marseille; ‡‡Radiodiagnostics Department, Centre R Gauducheau, Institut de Cancérologie de l’Ouest Nantes; §§Department of Abdominal and Digestive Imaging, Hôpital Saint-Éloi, Montpellier; ∥∥Radiology Department, Centre Hospitalier Universitaire La Pitié-Salpêtrière, Paris; ¶¶Radiodiagnostics Department, Centre Jean Perrin, Clermont-Ferrand; ##Radiology Department, Centre Hospitalier Universitaire Bicêtre, Le Kremlin-Bicêtre; ***Radiodiagnostics and Imaging Department, Institut Jean Godinot, Reims; †††Ultrasonography Department, Hôpital Ambroise Paré, Boulogne-Billancourt; ‡‡‡Radiology Department, Centre Hospitalier Universitaire Hôtel-Dieu, Lyon; §§§Radiology Department, Centre Hospitalier Universitaire Henri Mondor, Créteil; ∥∥∥Imaging Department, Centre Georges-François Leclerc, Dijon Cedex; and ¶¶¶Radiology Department, Hôpital Cochin, Paris, France
| | - Sylvaine Feutray
- From the *Integrated Research Cancer Institute, Research Department, Villejuif; †Service Biostatistique et Épidémiologie, Gustave Roussy, Villejuif; ‡Imaging Department, Institut Bergonié, Bordeaux; §Department of Radiology, Assistance Publique-Hôpitaux de Paris, Hôpital Beaujon, Clichy, and Université Paris Diderot, Sorbonne Paris Cité; ∥Department of Radiology, Centre François Baclesse, Caen; ¶Department of Radiology, Centre Léon Bérard, Lyon; #Imaging Department, Centre Oscar Lambret, Lille; **Radiodiagnostics Department, Centre Claudius Regaud, Toulouse; ††Imaging Department, Institut Paoli Calmettes, Marseille; ‡‡Radiodiagnostics Department, Centre R Gauducheau, Institut de Cancérologie de l’Ouest Nantes; §§Department of Abdominal and Digestive Imaging, Hôpital Saint-Éloi, Montpellier; ∥∥Radiology Department, Centre Hospitalier Universitaire La Pitié-Salpêtrière, Paris; ¶¶Radiodiagnostics Department, Centre Jean Perrin, Clermont-Ferrand; ##Radiology Department, Centre Hospitalier Universitaire Bicêtre, Le Kremlin-Bicêtre; ***Radiodiagnostics and Imaging Department, Institut Jean Godinot, Reims; †††Ultrasonography Department, Hôpital Ambroise Paré, Boulogne-Billancourt; ‡‡‡Radiology Department, Centre Hospitalier Universitaire Hôtel-Dieu, Lyon; §§§Radiology Department, Centre Hospitalier Universitaire Henri Mondor, Créteil; ∥∥∥Imaging Department, Centre Georges-François Leclerc, Dijon Cedex; and ¶¶¶Radiology Department, Hôpital Cochin, Paris, France
| | - Joëlle Uzan-Augui
- From the *Integrated Research Cancer Institute, Research Department, Villejuif; †Service Biostatistique et Épidémiologie, Gustave Roussy, Villejuif; ‡Imaging Department, Institut Bergonié, Bordeaux; §Department of Radiology, Assistance Publique-Hôpitaux de Paris, Hôpital Beaujon, Clichy, and Université Paris Diderot, Sorbonne Paris Cité; ∥Department of Radiology, Centre François Baclesse, Caen; ¶Department of Radiology, Centre Léon Bérard, Lyon; #Imaging Department, Centre Oscar Lambret, Lille; **Radiodiagnostics Department, Centre Claudius Regaud, Toulouse; ††Imaging Department, Institut Paoli Calmettes, Marseille; ‡‡Radiodiagnostics Department, Centre R Gauducheau, Institut de Cancérologie de l’Ouest Nantes; §§Department of Abdominal and Digestive Imaging, Hôpital Saint-Éloi, Montpellier; ∥∥Radiology Department, Centre Hospitalier Universitaire La Pitié-Salpêtrière, Paris; ¶¶Radiodiagnostics Department, Centre Jean Perrin, Clermont-Ferrand; ##Radiology Department, Centre Hospitalier Universitaire Bicêtre, Le Kremlin-Bicêtre; ***Radiodiagnostics and Imaging Department, Institut Jean Godinot, Reims; †††Ultrasonography Department, Hôpital Ambroise Paré, Boulogne-Billancourt; ‡‡‡Radiology Department, Centre Hospitalier Universitaire Hôtel-Dieu, Lyon; §§§Radiology Department, Centre Hospitalier Universitaire Henri Mondor, Créteil; ∥∥∥Imaging Department, Centre Georges-François Leclerc, Dijon Cedex; and ¶¶¶Radiology Department, Hôpital Cochin, Paris, France
| | - Benedicte Coiffier
- From the *Integrated Research Cancer Institute, Research Department, Villejuif; †Service Biostatistique et Épidémiologie, Gustave Roussy, Villejuif; ‡Imaging Department, Institut Bergonié, Bordeaux; §Department of Radiology, Assistance Publique-Hôpitaux de Paris, Hôpital Beaujon, Clichy, and Université Paris Diderot, Sorbonne Paris Cité; ∥Department of Radiology, Centre François Baclesse, Caen; ¶Department of Radiology, Centre Léon Bérard, Lyon; #Imaging Department, Centre Oscar Lambret, Lille; **Radiodiagnostics Department, Centre Claudius Regaud, Toulouse; ††Imaging Department, Institut Paoli Calmettes, Marseille; ‡‡Radiodiagnostics Department, Centre R Gauducheau, Institut de Cancérologie de l’Ouest Nantes; §§Department of Abdominal and Digestive Imaging, Hôpital Saint-Éloi, Montpellier; ∥∥Radiology Department, Centre Hospitalier Universitaire La Pitié-Salpêtrière, Paris; ¶¶Radiodiagnostics Department, Centre Jean Perrin, Clermont-Ferrand; ##Radiology Department, Centre Hospitalier Universitaire Bicêtre, Le Kremlin-Bicêtre; ***Radiodiagnostics and Imaging Department, Institut Jean Godinot, Reims; †††Ultrasonography Department, Hôpital Ambroise Paré, Boulogne-Billancourt; ‡‡‡Radiology Department, Centre Hospitalier Universitaire Hôtel-Dieu, Lyon; §§§Radiology Department, Centre Hospitalier Universitaire Henri Mondor, Créteil; ∥∥∥Imaging Department, Centre Georges-François Leclerc, Dijon Cedex; and ¶¶¶Radiology Department, Hôpital Cochin, Paris, France
| | - Baya Benastou
- From the *Integrated Research Cancer Institute, Research Department, Villejuif; †Service Biostatistique et Épidémiologie, Gustave Roussy, Villejuif; ‡Imaging Department, Institut Bergonié, Bordeaux; §Department of Radiology, Assistance Publique-Hôpitaux de Paris, Hôpital Beaujon, Clichy, and Université Paris Diderot, Sorbonne Paris Cité; ∥Department of Radiology, Centre François Baclesse, Caen; ¶Department of Radiology, Centre Léon Bérard, Lyon; #Imaging Department, Centre Oscar Lambret, Lille; **Radiodiagnostics Department, Centre Claudius Regaud, Toulouse; ††Imaging Department, Institut Paoli Calmettes, Marseille; ‡‡Radiodiagnostics Department, Centre R Gauducheau, Institut de Cancérologie de l’Ouest Nantes; §§Department of Abdominal and Digestive Imaging, Hôpital Saint-Éloi, Montpellier; ∥∥Radiology Department, Centre Hospitalier Universitaire La Pitié-Salpêtrière, Paris; ¶¶Radiodiagnostics Department, Centre Jean Perrin, Clermont-Ferrand; ##Radiology Department, Centre Hospitalier Universitaire Bicêtre, Le Kremlin-Bicêtre; ***Radiodiagnostics and Imaging Department, Institut Jean Godinot, Reims; †††Ultrasonography Department, Hôpital Ambroise Paré, Boulogne-Billancourt; ‡‡‡Radiology Department, Centre Hospitalier Universitaire Hôtel-Dieu, Lyon; §§§Radiology Department, Centre Hospitalier Universitaire Henri Mondor, Créteil; ∥∥∥Imaging Department, Centre Georges-François Leclerc, Dijon Cedex; and ¶¶¶Radiology Department, Hôpital Cochin, Paris, France
| | - Serge Koscielny
- From the *Integrated Research Cancer Institute, Research Department, Villejuif; †Service Biostatistique et Épidémiologie, Gustave Roussy, Villejuif; ‡Imaging Department, Institut Bergonié, Bordeaux; §Department of Radiology, Assistance Publique-Hôpitaux de Paris, Hôpital Beaujon, Clichy, and Université Paris Diderot, Sorbonne Paris Cité; ∥Department of Radiology, Centre François Baclesse, Caen; ¶Department of Radiology, Centre Léon Bérard, Lyon; #Imaging Department, Centre Oscar Lambret, Lille; **Radiodiagnostics Department, Centre Claudius Regaud, Toulouse; ††Imaging Department, Institut Paoli Calmettes, Marseille; ‡‡Radiodiagnostics Department, Centre R Gauducheau, Institut de Cancérologie de l’Ouest Nantes; §§Department of Abdominal and Digestive Imaging, Hôpital Saint-Éloi, Montpellier; ∥∥Radiology Department, Centre Hospitalier Universitaire La Pitié-Salpêtrière, Paris; ¶¶Radiodiagnostics Department, Centre Jean Perrin, Clermont-Ferrand; ##Radiology Department, Centre Hospitalier Universitaire Bicêtre, Le Kremlin-Bicêtre; ***Radiodiagnostics and Imaging Department, Institut Jean Godinot, Reims; †††Ultrasonography Department, Hôpital Ambroise Paré, Boulogne-Billancourt; ‡‡‡Radiology Department, Centre Hospitalier Universitaire Hôtel-Dieu, Lyon; §§§Radiology Department, Centre Hospitalier Universitaire Henri Mondor, Créteil; ∥∥∥Imaging Department, Centre Georges-François Leclerc, Dijon Cedex; and ¶¶¶Radiology Department, Hôpital Cochin, Paris, France
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