1. Early evaluation using a radiomic signature of unresectable hepatic metastases to predict outcome in patients with colorectal cancer treated with FOLFIRI and bevacizumab
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Anthony, Dohan, Benoit, Gallix, Boris, Guiu, Karine, Le Malicot, Caroline, Reinhold, Philippe, Soyer, Jaafar, Bennouna, Francois, Ghiringhelli, Emilie, Barbier, Valérie, Boige, Julien, Taieb, Olivier, Bouché, Eric, François, Jean-Marc, Phelip, Christian, Borel, Roger, Faroux, Jean-Francois, Seitz, Stéphane, Jacquot, Meher, Ben Abdelghani, Faiza, Khemissa-Akouz, Dominique, Genet, Jean Louis, Jouve, Yves, Rinaldi, Françoise, Desseigne, Patrick, Texereau, Etienne, Suc, Come, Lepage, Thomas, Aparicio, Christine, Hoeffel, Zied, Ladhib, Service de Radiologie [CHU Cochin], Assistance publique - Hôpitaux de Paris (AP-HP) (AP-HP)-Hôpital Cochin [AP-HP], Assistance publique - Hôpitaux de Paris (AP-HP) (AP-HP), McGill University Health Center [Montreal] (MUHC), l'Institut de Recherche contre les Cancers de l'Appareil Digestif (IRCAD), CHU Strasbourg, Département radiologie diagnostique et interventionnelle Saint Eloi [CHRU Montpellier], Pôle Digestif [CHRU Montpellier], Centre Hospitalier Régional Universitaire [Montpellier] (CHRU Montpellier)-Centre Hospitalier Régional Universitaire [Montpellier] (CHRU Montpellier), Centre Hospitalier Régional Universitaire [Montpellier] (CHRU Montpellier), Fédération Francophone de la Cancérologie Digestive, FFCD, Lipides - Nutrition - Cancer [Dijon - U1231] (LNC), Université de Bourgogne (UB)-Institut National de la Santé et de la Recherche Médicale (INSERM)-AgroSup Dijon - Institut National Supérieur des Sciences Agronomiques, de l'Alimentation et de l'Environnement, Centre hospitalier universitaire de Nantes (CHU Nantes), Centre Régional de Lutte contre le cancer Georges-François Leclerc [Dijon] (UNICANCER/CRLCC-CGFL), UNICANCER, Equipe EPICAD (LNC - U1231), Université de Bourgogne (UB)-Institut National de la Santé et de la Recherche Médicale (INSERM)-AgroSup Dijon - Institut National Supérieur des Sciences Agronomiques, de l'Alimentation et de l'Environnement-Université de Bourgogne (UB)-Institut National de la Santé et de la Recherche Médicale (INSERM)-AgroSup Dijon - Institut National Supérieur des Sciences Agronomiques, de l'Alimentation et de l'Environnement, Institut Gustave Roussy (IGR), Oncologie digestive, Département de médecine oncologique [Gustave Roussy], Institut Gustave Roussy (IGR)-Institut Gustave Roussy (IGR), Université de Paris - UFR Médecine Paris Centre [Santé] (UP Médecine Paris Centre), Université de Paris (UP), Hôpital Européen Georges Pompidou [APHP] (HEGP), Assistance publique - Hôpitaux de Paris (AP-HP) (AP-HP)-Hôpitaux Universitaires Paris Ouest - Hôpitaux Universitaires Île de France Ouest (HUPO), Centre Hospitalier Universitaire de Reims (CHU Reims), Centre de Lutte contre le Cancer Antoine Lacassagne [Nice] (UNICANCER/CAL), UNICANCER-Université Côte d'Azur (UCA), Centre Hospitalier Universitaire de Saint-Etienne (CHU de Saint-Etienne), Centre Paul Strauss, CRLCC Paul Strauss, Service de chirurgie digestive (CH de La Roche-sur-Yon), Centre Hospitalier Départemental - Hôpital de La Roche-sur-Yon, Service d'oncologie digestive et hépato-gastro-entérologie [Hôpital de la Timone - APHM], Assistance Publique - Hôpitaux de Marseille (APHM)- Hôpital de la Timone [CHU - APHM] (TIMONE), Centre de Cancérologie du Grand Montpellier (CCGM), Centre Hospitalier Saint Jean de Perpignan, Polyclinique de Limoges - site François Chénieux [Limoges], Centre Hospitalier Universitaire de Dijon - Hôpital François Mitterrand (CHU Dijon), Hôpital Européen [Fondation Ambroise Paré - Marseille], Centre Léon Bérard [Lyon], CHU Mont de Marsan, Clinique Saint-Jean Languedoc [Toulouse] (CSJL), Groupe Hospitalier Saint Louis - Lariboisière - Fernand Widal [Paris], Centre de Recherche en Sciences et Technologies de l'Information et de la Communication - EA 3804 (CRESTIC), Université de Reims Champagne-Ardenne (URCA), and Hôpital Maison Blanche more...
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Male ,Oncology ,Colorectal cancer ,medicine.medical_treatment ,Leucovorin ,Kaplan-Meier Estimate ,030218 nuclear medicine & medical imaging ,MESH: Camptothecin / administration & dosage ,Camptothecin / analogs & derivatives ,Colorectal Neoplasms / drug therapy ,Colorectal Neoplasms / pathology ,Computational Biology ,Female ,0302 clinical medicine ,Antineoplastic Combined Chemotherapy Protocols ,Prospective Studies ,Prospective cohort study ,Aged, 80 and over ,Liver Neoplasms ,Gastroenterology ,MESH: Radiographic Image Interpretation, Computer-Assisted ,Response Evaluation Criteria in Solid Tumors ,Survival Rate ,Tomography, X-Ray Computed ,Middle Aged ,Bevacizumab ,030220 oncology & carcinogenesis ,Cohort ,FOLFIRI ,Radiographic Image Interpretation, Computer-Assisted ,Fluorouracil ,Colorectal Neoplasms ,Clinical decision making ,medicine.drug ,Adult ,medicine.medical_specialty ,[SDV.CAN]Life Sciences [q-bio]/Cancer ,MESH: Fluorouracil / administration & dosage ,Humans ,Leucovorin / administration & dosage ,Liver Neoplasms / diagnostic imaging ,Computerised image analysis ,03 medical and health sciences ,Colorectal metastases ,MESH: Adult ,Antineoplastic Combined Chemotherapy Protocols / administration & dosage ,Bevacizumab / administration & dosage ,Camptothecin / administration & dosage ,Predictive Value of Tests ,Internal medicine ,[INFO.INFO-IM]Computer Science [cs]/Medical Imaging ,medicine ,Chemotherapy ,MESH: Liver Neoplasms / secondary ,Aged ,business.industry ,[SDV.MHEP.HEG]Life Sciences [q-bio]/Human health and pathology/Hépatology and Gastroenterology ,medicine.disease ,Log-rank test ,Irinotecan ,Camptothecin ,business - Abstract
PurposeThe objective of this study was to build and validate a radiomic signature to predict early a poor outcome using baseline and 2-month evaluation CT and to compare it to the RECIST1·1 and morphological criteria defined by changes in homogeneity and borders.MethodsThis study is an ancillary study from the PRODIGE-9 multicentre prospective study for which 491 patients with metastatic colorectal cancer (mCRC) treated by 5-fluorouracil, leucovorin and irinotecan (FOLFIRI) and bevacizumab had been analysed. In 230 patients, computed texture analysis was performed on the dominant liver lesion (DLL) at baseline and 2 months after chemotherapy. RECIST1·1 evaluation was performed at 6 months. A radiomic signature (Survival PrEdiction in patients treated by FOLFIRI and bevacizumab for mCRC using contrast-enhanced CT TextuRe Analysis (SPECTRA) Score) combining the significant predictive features was built using multivariable Cox analysis in 120 patients, then locked, and validated in 110 patients. Overall survival (OS) was estimated with the Kaplan-Meier method and compared between groups with the logrank test. An external validation was performed in another cohort of 40 patients from the PRODIGE 20 Trial.ResultsIn the training cohort, the significant predictive features for OS were: decrease in sum of the target liver lesions (STL), (adjusted hasard-ratio(aHR)=13·7, p=1·93×10–7), decrease in kurtosis (ssf=4) (aHR=1·08, p=0·001) and high baseline density of DLL, (aHR=0·98, p0·02 had a lower OS in the training cohort (pConclusionA radiomic signature (combining decrease in STL, density and computed texture analysis of the DLL) at baseline and 2-month CT was able to predict OS, and identify good responders better than RECIST1.1 criteria in patients with mCRC treated by FOLFIRI and bevacizumab as a first-line treatment. This tool should now be validated by further prospective studies.Trial registrationClinicaltrial.gov identifier of the PRODIGE 9 study: NCT00952029.Clinicaltrial.gov identifier of the PRODIGE 20 study: NCT01900717. more...
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- 2019
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