Andrey A Yurchenko1, Oltin T Pop2, Meriem Ighilahriz3, Lukas Flatz2,4, Nicole Basset-Seguin3,5,6, Sergey I Nikolaev1, Ismael Padioleau1, Fatemeh Rajabi1, Hayley J Sharpe7, Nicolas Poulalhon8, Brigitte Dreno9, Amir Khammari9, Marc Delord5,10, Antonio Alberti5, Nadem Soufir3, Maxime Battistella3,5,11, Samia Mourah3,5,12, Fanny Bouquet13, Ariel Savina13, Andrej Besse2, Max Mendez-Lopez2, Florent Grange14,15, Sandrine Monestier16, Laurent Mortier17, Nicolas Meyer18, Caroline Dutriaux19, Caroline Robert1,20, Philippe Saiag21, Florian Herms6, Jerome Lambert5,22, Frederic J de Sauvage23, Nicolas Dumaz3. 1. INSERM U981, Gustave Roussy Cancer Campus, Université Paris-Saclay, Villejuif, France. 2. Institute of Immunobiology, Kantonsspital St. Gallen, St. Gallen, Switzerland. 3. INSERM U976, Hôpital Saint-Louis, Paris, France. 4. Department of Dermatology, University Hospital Tübingen, Tübingen, Germany. 5. Université de Paris, Hôpital Saint-Louis, Paris, France. 6. Service de dermatologie, Hôpital Saint-Louis, Paris, France. 7. Signalling Programme, Babraham Institute, Cambridge, UK. 8. Service de dermatologie, Hôpital Lyon Sud, Hospices Civils de Lyon, Pierre Bénite, France. 9. Department of Dermato-Oncology, CHU Nantes, Nantes Université, CIC 1413, Inserm UMR 1302/EMR6001 INCIT, F-44000 Nantes, France. 10. Department of Population Health Sciences, Faculty of Life Sciences & Medicine, King's College London, London, UK. 11. Service d'anatomie pathologique, Hôpital Saint-Louis, Claude Vellefaux, Paris, France. 12. Département de Génomique des Tumeurs Solides, Hôpital Saint-Louis, Claude Vellefaux, Paris, France. 13. Institut Roche, Boulogne-Billancourt, France. 14. Service de dermatologie, CHU Reims, Rue du general Koenig, Reims, France. 15. Service de Dermatologie, centre hospitalier de Valence, Valence, France. 16. Service de dermatologie, CHU La Timone, Marseille, France. 17. Service de dermatologie, CHU Lille, Clin Dermato Hop Huriez, Rue Michel Polonovski, Lille, France. 18. Service de dermatologie, Institut Univeristaire du Cancer et CHU de Toulouse, Hôpital Larrey, Toulouse, France. 19. Service de dermatologie, CHU Bordeaux, Bordeaux, France. 20. Department of Medical Oncology, Gustave Roussy and Paris-Saclay University, Villejuif, France. 21. Department of General and Oncologic Dermatology, Ambroise-Paré hospital, APHP, and EA 4340 "Biomarkers in Cancerology and Hemato-oncology," UVSQ, Université Paris-Saclay, Boulogne-Billancourt, France. 22. Service de Biostatistique et Information Médicale, Hôpital Saint-Louis, Paris, France. 23. Department of Molecular Oncology, Genentech, South San Francisco, California.