Lancet Oncology
DOI : 10.1016/S1470-2045(18)30413-3
Radiomics to assess tumor infiltrating CD8 T-cells and response to anti-PD-1/PD-L1 immunotherapy in cancer patients: an imaging biomarker multi-cohort study
http://www.thelancet.com/journals/lanonc/article/PIIS1470-2045(18)30413-3/fulltext
Roger Sun (MD, MSc)1,2,3*, Elaine Johanna Limkin (MD)1,2,3*, Maria Vakalopoulou (PhD)3,4,7 Laurent Dercle (MD, MSc)5, Stéphane Champiat (MD, PhD)6, Shan Rong Han (MD)7, Loïc 8 Verlingue (MD, MSc)6, David Brandao (MSc)8, Andrea Lancia (MD)1,3,9, Samy Ammari 9 (MD, MSc)10, Antoine Hollebecque (MD)6, Jean-Yves Scoazec (Prof, MD, PhD)11,12, 10 Aurélien Marabelle (MD, PhD)6, Christophe Massard (MD, PhD)6, Jean-Charles Soria (Prof, 11 MD, PhD)6,12, Charlotte Robert (PhD)1,3,12,13, Nikos Paragios (Prof, PhD) 3,4,14, Eric Deutsch 12 (Prof, MD, PhD)1,2,3,6,12†, Charles Ferté (MD, PhD) 1,3,6†
1 INSERM U1030, Radiomics team, Gustave Roussy Cancer Campus, 94800 Villejuif, France
2 Department of Radiation Oncology, Gustave Roussy Cancer Campus, 94800 Villejuif, 18 France
3 Gustave Roussy - CentraleSupelec - Therapanacea Center of Artificial Intelligence in Radiation Therapy & Oncology, Gustave Roussy Cancer Campus, 94800 Villejuif, France
4 Center for Visual Computing, CentraleSupelec, INRIA, Paris-Saclay University, 91190 Gif-sur-Yvette, France
5 Department of Nuclear Medicine and Endocrine Oncology, Gustave Roussy Cancer Campus, INSERM U1015, Paris Saclay university, 94800 Villejuif, France,
6 Drug development Department, Gustave Roussy Cancer Campus, 94800 Villejuif, France
7 Pathology department, Hôpital Nord Franche-Comté, 100 route de Moval – CS 10499 Trevenans, 90015 Belfort, France
8 INSERM U1170, Gustave Roussy Cancer Campus, 94800 Villejuif, France
9 Department of Diagnostic Imaging, Molecular Imaging, Interventional Radiology And Radiotherapy, Tor Vergata General Hospital, 00133 Rome, Italy
10 Department of Radiology, Gustave Roussy Cancer Campus, 94800 Villejuif, France
11 Department of Pathology, Gustave Roussy Cancer Campus, 94800 Villejuif, France
12 Paris-Sud University, Faculté de médecine du Kremlin-Bicêtre, 94270 Kremlin-Bicêtre, France
13 Department of Medical Physics, Gustave Roussy Cancer Campus, 94800 Villejuif, France
14 TheraPanacea, 75014, Paris, France