Specific extracellular matrix remodeling signature of colon hepatic metastases. by Maguy Del Rio, Caroline Mollevi, Nadia Vezzio-Vie, Frédéric Bibeau, Marc Ychou, Pierre Martineau

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Prognostic value of Thyroid Transcription Factor-1 expression in lung adenocarcinoma in patients treated with anti PD-1/PD-L1 by Loïck Galland, Anne Laure Le Page, Julie Lecuelle, Frederic Bibeau, Youssef Oulkhouir, Valentin Derangère, Caroline Truntzer, François Ghiringhelli

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Using a convolutional neural network for classification of squamous and non-squamous non-small cell lung cancer based on diagnostic histopathology HES images by Anne Laure Le Page, Elise Ballot, Caroline Truntzer, Valentin Derangère, Alis Ilie, David Rageot, Frederic Bibeau, Francois Ghiringhelli

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Complete pathologic response after two-stage cytoreductive surgery with HIPEC for bulky pseudomyxoma peritonei: proof of concept by Olivia Sgarbura, Mohammed Al Hosni, Andrea Petruzziello, Rodrigo Figueroa, Lakhdar Khellaf, Marie-Hélène Pissas, Sébastien Carrère, Stephanie Nougaret, Frédéric Bibeau, François Quénet

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Contribution of the Idylla^TM System to Improving the Therapeutic Care of Patients with NSCLC through Early Screening of <i>EGFR</i> Mutations by Constance Petiteau, Gwladys Robinet-Zimmermann, Adèle Riot, Marine Dorbeau, Nicolas Richard, Cécile Blanc-Fournier, Frédéric Bibeau, Simon Deshayes, Emmanuel Bergot, Radj Gervais, Guénaëlle Levallet

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CD3-CD8 immune score associated with a clinical score stratifies PDAC prognosis regardless of adjuvant or neoadjuvant chemotherapy by Coralie Schoumacher, Valentin Derangère, Gwladys Gaudillière-Le Dain, Titouan Huppe, David Rageot, Alis Ilie, Angélique Vienot, Christophe Borg, Franck Monnien, Frederic Bibeau, Caroline Truntzer, François Ghiringhelli

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Temporal and spatial heterogeneity of HER2 status in metastatic colorectal cancer by Flavia D’Angelo, Franck Monnien, Alexis Overs, Irvin Pem, Fanny Dor, Marine Abad, Sophie Felix, Zohair Selmani, Zaher Lakkis, Christophe Borg, Alexandre Doussot, Fréderic Bibeau, Chloé Molimard

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Machine learning evaluation of immune infiltrate through digital tumour score allows prediction of survival outcome in a pooled analysis of three international stage III colon canc... by Julie Lecuelle, Caroline Truntzer, Debora Basile, Luigi Laghi, Luana Greco, Alis Ilie, David Rageot, Jean-François Emile, Fréderic Bibeau, Julien Taïeb, Valentin Derangere, Come Lepage, François Ghiringhelli

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SALL4‐related gene signature defines a specific stromal subset of pancreatic ductal adenocarcinoma with poor prognostic features by Angélique Vienot, Franck Monnien, Caroline Truntzer, Virginie Mougey, Adeline Bouard, Jean‐René Pallandre, Chloé Molimard, Romain Loyon, Kamal Asgarov, Gerlinde Averous, François Ghiringhelli, Frédéric Bibeau, Paul Peixoto, Christophe Borg

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Immunoscore immune checkpoint using spatial quantitative analysis of CD8 and PD-L1 markers is predictive of the efficacy of anti- PD1/PD-L1 immunotherapy in non-small cell lung can... by François Ghiringhelli, Frederic Bibeau, Laurent Greillier, Jean-David Fumet, Alis Ilie, Florence Monville, Caroline Laugé, Aurélie Catteau, Isabelle Boquet, Amine Majdi, Erwan Morgand, Youssef Oulkhouir, Nicolas Brandone, Julien Adam, Thomas Sbarrato, Alboukadel Kassambara, Jacques Fieschi, Stéphane Garcia, Anne Laure Lepage, Pascale Tomasini, Jérôme Galon

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Is cancer biology different in older patients? by Yannick Van Herck, MD, Annelies Feyaerts, MD, Shabbir Alibhai, ProfMD, Demetris Papamichael, MBBS, Lore Decoster, MD, Yentl Lambrechts, Michael Pinchuk, Oliver Bechter, MD, Jaime Herrera-Caceres, MD, Frédéric Bibeau, MD, Christine Desmedt, PhD, Sigrid Hatse, PhD, Hans Wildiers, ProfPhD

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Postoperative circulating tumor DNA detection is associated with the risk of recurrence in patients resected for a stage II colorectal cancer by Adrien Grancher, Ludivine Beaussire, Ludivine Beaussire, Sylvain Manfredi, Karine Le Malicot, Marie Dutherage, Vincent Verdier, Claire Mulot, Olivier Bouché, Jean-Marc Phelip, Charles-Briac Levaché, Philippe Deguiral, Sophie Coutant, David Sefrioui, Jean-François Emile, Pierre Laurent-Puig, Frédéric Bibeau, Pierre Michel, Nasrin Sarafan-Vasseur, Côme Lepage, Frederic Di Fiore, Frederic Di Fiore

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A whole-genome sequence and transcriptome perspective on HER2-positive breast cancers by Anthony Ferrari, Anne Vincent-Salomon, Xavier Pivot, Anne-Sophie Sertier, Emilie Thomas, Laurie Tonon, Sandrine Boyault, Eskeatnaf Mulugeta, Isabelle Treilleux, Gaëtan MacGrogan, Laurent Arnould, Janice Kielbassa, Vincent Le Texier, Hélène Blanché, Jean-François Deleuze, Jocelyne Jacquemier, Marie-Christine Mathieu, Frédérique Penault-Llorca, Frédéric Bibeau, Odette Mariani, Cécile Mannina, Jean-Yves Pierga, Olivier Trédan, Thomas Bachelot, Hervé Bonnefoi, Gilles Romieu, Pierre Fumoleau, Suzette Delaloge, Maria Rios, Jean-Marc Ferrero, Carole Tarpin, Catherine Bouteille, Fabien Calvo, Ivo Glynne Gut, Marta Gut, Sancha Martin, Serena Nik-Zainal, Michael R. Stratton, Iris Pauporté, Pierre Saintigny, Daniel Birnbaum, Alain Viari, Gilles Thomas

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