Proportional odds assumption for modeling longitudinal ordinal multiple toxicity outcomes in dose finding studies of targeted agents: A pooled analysis of 54 studies by Damien Drubay, Laurence Collette, Xavier Paoletti

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Complex Disease Individual Molecular Characterization Using Infinite Sparse Graphical Independent Component Analysis by Sarah-Laure Rincourt, Stefan Michiels, Damien Drubay

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A Dual Model for Prioritizing Cancer Mutations in the Non-coding Genome Based on Germline and Somatic Events. by Jia Li, Marie-Anne Poursat, Damien Drubay, Arnaud Motz, Zohra Saci, Antonin Morillon, Stefan Michiels, Daniel Gautheret

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1510 Multiomic functional biomarkers for cancer prediction and early detection by Hui Chen, Laurence Zitvogel, Guido Kroemer, Lisa Derosa, Suzette Delaloge, Olivier Caron, Sylvere Durand, Damien Drubay, Marine Fidelle, Carolina Alves Costa Silva, Aymeric Silvin, David Boulate, Olaf Mercier, Deborah Suissa, Roxanne Birebent, Tarek Ben-Ahmed, Anne-Laure Mallard de la Varende, Quentin Blampey, Charles-Antoine Dutertre, Aline Renneville

Tumor infiltrating lymphocyte stratification of prognostic staging of early-stage triple negative breast cancer by Sherene Loi, Roberto Salgado, Sylvia Adams, Giancarlo Pruneri, Prudence A. Francis, Magali Lacroix-Triki, Heikki Joensuu, Maria Vittoria Dieci, Sunil Badve, Sandra Demaria, Robert Gray, Elisabetta Munzone, Damien Drubay, Jerome Lemonnier, Christos Sotiriou, Pirkko Liisa Kellokumpu-Lehtinen, Andrea Vingiani, Kathryn Gray, Fabrice André, Carsten Denkert, Martine Piccart, Elvire Roblin, Stefan Michiels

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Influence of microbiota-associated metabolic reprogramming on clinical outcome in patients with melanoma from the randomized adjuvant dendritic cell-based MIND-DC trial by Carolina Alves Costa Silva, Gianmarco Piccinno, Déborah Suissa, Mélanie Bourgin, Gerty Schreibelt, Sylvère Durand, Roxanne Birebent, Marine Fidelle, Cissé Sow, Fanny Aprahamian, Paolo Manghi, Michal Punčochář, Francesco Asnicar, Federica Pinto, Federica Armanini, Safae Terrisse, Bertrand Routy, Damien Drubay, Alexander M. M. Eggermont, Guido Kroemer, Nicola Segata, Laurence Zitvogel, Lisa Derosa, Kalijn F. Bol, I. Jolanda M. de Vries

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Dynamics of circulating calprotectin accurately predict the outcome of moderate COVID-19 patients by Nicolas Chapuis, Nusaibah Ibrahimi, Thibaut Belmondo, Claire Goulvestre, Anne-Emmanuelle Berger, Alice-Andrée Mariaggi, Muriel Andrieu, Camille Chenevier-Gobeaux, Arnaud Bayle, Lydia Campos, Cherifa Cheurfa, Richard Chocron, Jean-Luc Diehl, Benoît Doumenc, Jérôme Duchemin, Manon Duprat, Fabien François, Nicolas Gendron, Tristant Mirault, Frédéric Pène, Aurélien Philippe, Fanny Pommeret, Olivier Sanchez, David M. Smadja, Tali-Anne Szwebel, Aymeric Silvin, Florent Ginhoux, Ludovic Lacroix, Gérôme Jules-Clément, Sarobidy Rapeteramana, Colette Mavier, Laura Steller, Barbara Perniconi, Fabrice André, Damien Drubay, Michaela Fontenay, Sophie Hüe, Stéphane Paul, Eric Solary

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Immunodynamics of explanted human tumors for immuno‐oncology by Agathe Dubuisson, Jean‐Eudes Fahrner, Anne‐Gaëlle Goubet, Safae Terrisse, Nicolas Voisin, Charles Bayard, Sebastien Lofek, Damien Drubay, Delphine Bredel, Séverine Mouraud, Sandrine Susini, Alexandria Cogdill, Lucas Rebuffet, Elise Ballot, Nicolas Jacquelot, Vincent Thomas de Montpreville, Odile Casiraghi, Camélia Radulescu, Sophie Ferlicot, David J Figueroa, Sapna Yadavilli, Jeremy D Waight, Marc Ballas, Axel Hoos, Thomas Condamine, Bastien Parier, Christophe Gaudillat, Bertrand Routy, François Ghiringhelli, Lisa Derosa, Ingrid Breuskin, Mathieu Rouanne, Fabrice André, Cédric Lebacle, Hervé Baumert, Marie Wislez, Elie Fadel, Isabelle Cremer, Laurence Albiges, Birgit Geoerger, Jean‐Yves Scoazec, Yohann Loriot, Guido Kroemer, Aurélien Marabelle, Mélodie Bonvalet, Laurence Zitvogel

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