Signature literature review reveals AHCY, DPYSL3, and NME1 as the most recurrent prognostic genes for neuroblastoma by Davide Chicco, Tiziana Sanavia, Giuseppe Jurman

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Challenges in predicting stabilizing variations: An exploration by Silvia Benevenuta, Giovanni Birolo, Tiziana Sanavia, Emidio Capriotti, Piero Fariselli

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Protein Stability Perturbation Contributes to the Loss of Function in Haploinsufficient Genes by Giovanni Birolo, Silvia Benevenuta, Piero Fariselli, Emidio Capriotti, Elisa Giorgio, Tiziana Sanavia

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Limitations and challenges in protein stability prediction upon genome variations: towards future applications in precision medicine by Tiziana Sanavia, Giovanni Birolo, Ludovica Montanucci, Paola Turina, Emidio Capriotti, Piero Fariselli

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Influence of Model Structures on Predictors of Protein Stability Changes from Single-Point Mutations by Cesare Rollo, Corrado Pancotti, Giovanni Birolo, Ivan Rossi, Tiziana Sanavia, Piero Fariselli

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Unravelling the instability of mutational signatures extraction via archetypal analysis by Corrado Pancotti, Cesare Rollo, Giovanni Birolo, Silvia Benevenuta, Piero Fariselli, Tiziana Sanavia

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A Deep-Learning Sequence-Based Method to Predict Protein Stability Changes Upon Genetic Variations by Corrado Pancotti, Silvia Benevenuta, Valeria Repetto, Giovanni Birolo, Emidio Capriotti, Tiziana Sanavia, Piero Fariselli

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Function-based discovery of significant transcriptional temporal patterns in insulin stimulated muscle cells. by Barbara Di Camillo, Brian A Irving, Jill Schimke, Tiziana Sanavia, Gianna Toffolo, Claudio Cobelli, K Sreekumaran Nair

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Deep learning methods to predict amyotrophic lateral sclerosis disease progression by Corrado Pancotti, Giovanni Birolo, Cesare Rollo, Tiziana Sanavia, Barbara Di Camillo, Umberto Manera, Adriano Chiò, Piero Fariselli

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Editorial: Computational and experimental protein variant interpretation in the era of precision medicine by Tiziana Sanavia, Paola Turina, Silvia Morante, Silvia Morante, Valerio Consalvi, Arthur M. Lesk, Constantina Bakolitsa, Daniele Dell'Orco

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The transcriptional response in human umbilical vein endothelial cells exposed to insulin: a dynamic gene expression approach. by Barbara Di Camillo, Tiziana Sanavia, Elisabetta Iori, Vincenzo Bronte, Enrica Roncaglia, Alberto Maran, Angelo Avogaro, Gianna Toffolo, Claudio Cobelli

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Effect of size and heterogeneity of samples on biomarker discovery: synthetic and real data assessment. by Barbara Di Camillo, Tiziana Sanavia, Matteo Martini, Giuseppe Jurman, Francesco Sambo, Annalisa Barla, Margherita Squillario, Cesare Furlanello, Gianna Toffolo, Claudio Cobelli

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Atrial fibrillation after orthotopic heart transplantatation: Pathophysiology and clinical impact by Sonia Ferretto, Immacolata Giuliani, Tiziana Sanavia, Tomaso Bottio, Angela Pompea Fraiese, Antonio Gambino, Vincenzo Tarzia, Giuseppe Toscano, Sabino Iliceto, Gino Gerosa, Loira Leoni

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Modelling socioeconomic position as a driver of the exposome in the first 18 months of life of the NINFEA birth cohort children by Chiara Moccia, Costanza Pizzi, Giovenale Moirano, Maja Popovic, Daniela Zugna, Antonio d'Errico, Elena Isaevska, Serena Fossati, Mark J. Nieuwenhuijsen, Piero Fariselli, Tiziana Sanavia, Lorenzo Richiardi, Milena Maule

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Calcineurin Gamma Catalytic Subunit PPP3CC Inhibition by miR-200c-3p Affects Apoptosis in Epithelial Ovarian Cancer by Eleni Anastasiadou, Elena Messina, Tiziana Sanavia, Vittorio Labruna, Simona Ceccarelli, Francesca Megiorni, Giulia Gerini, Paola Pontecorvi, Simona Camero, Giorgia Perniola, Mary Anna Venneri, Pankaj Trivedi, Andrea Lenzi, Cinzia Marchese

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Variability of transient elastography-based spleen stiffness performed at 100 Hz by Angelo Armandi, Talal Merizian, Merle Marie Werner, Harvey O. Coxson, Tiziana Sanavia, Giovanni Birolo, Isabella Gashaw, Judith Ertle, Maurice Michel, Peter R. Galle, Christian Labenz, Tilman Emrich, Jörn M. Schattenberg

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Necroptosis-driving genes RIPK1, RIPK3 and MLKL-p are associated with intratumoral CD3+ and CD8+ T cell density and predict prognosis in hepatocellular carcinoma by Akihiko Kawahara, Jun Akiba, Hirohisa Yano, Ambrogio Fassina, Rocco Cappellesso, Yoshiki Naito, Maria Guido, Paolo Simioni, Giuliana Cortese, Lorenzo Nicolè, Tiziana Sanavia, Valeria Maffeis, Claudia Maria Radu, Davide Serafin, Giacomo Zanus

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MiR-200c-3p Contrasts PD-L1 Induction by Combinatorial Therapies and Slows Proliferation of Epithelial Ovarian Cancer through Downregulation of β-Catenin and c-Myc by Eleni Anastasiadou, Elena Messina, Tiziana Sanavia, Lucia Mundo, Federica Farinella, Stefano Lazzi, Francesca Megiorni, Simona Ceccarelli, Paola Pontecorvi, Francesco Marampon, Cira Rosaria Tiziana Di Gioia, Giorgia Perniola, Pierluigi Benedetti Panici, Lorenzo Leoncini, Pankaj Trivedi, Andrea Lenzi, Cinzia Marchese

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Temporal Transcriptome Analysis Reveals Dynamic Gene Expression Patterns Driving β-Cell Maturation by Tiziana Sanavia, Chen Huang, Chen Huang, Elisabetta Manduchi, Elisabetta Manduchi, Yanwen Xu, Prasanna K. Dadi, Leah A. Potter, David A. Jacobson, Barbara Di Camillo, Mark A. Magnuson, Mark A. Magnuson, Christian J. Stoeckert, Christian J. Stoeckert, Guoqiang Gu

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Challenges and Opportunities of Precision Medicine in Sickle Cell Disease: Novel European Approach by GenoMed4All Consortium and ERN-EuroBloodNet by Anna Collado, Maria Paola Boaro, Sigrid van der Veen, Amira Idrizovic, Bart J. Biemond, David Beneitez Pastor, Ana Ortuño, Elena Cela, Anna Ruiz-Llobet, Pablo Bartolucci, Marianne de Montalembert, Gastone Castellani, Riccardo Biondi, Renzo Manara, Tiziana Sanavia, Piero Fariselli, Petros Kountouris, Marina Kleanthous, Federico Alvarez, Santiago Zazo, Raffaella Colombatti, Eduard J. van Beers, María del Mar Mañú-Pereira

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