| The immune landscape of cancer V Thorsson, DL Gibbs, SD Brown, D Wolf, DS Bortone, THO Yang, ... Immunity 48 (4), 812-830. e14, 2018 | 5013 | 2018 |
| TCGAbiolinks: an R/Bioconductor package for integrative analysis of TCGA data A Colaprico, TC Silva, C Olsen, L Garofano, C Cava, D Garolini, ... Nucleic acids research 44 (8), e71-e71, 2016 | 3293 | 2016 |
| Comprehensive characterization of cancer driver genes and mutations MH Bailey, C Tokheim, E Porta-Pardo, S Sengupta, D Bertrand, ... Cell 173 (2), 371-385. e18, 2018 | 2409 | 2018 |
| Machine learning identifies stemness features associated with oncogenic dedifferentiation TM Malta, A Sokolov, AJ Gentles, T Burzykowski, L Poisson, JN Weinstein, ... Cell 173 (2), 338-354. e15, 2018 | 1850 | 2018 |
| Integrated proteogenomic characterization of clear cell renal cell carcinoma DJ Clark, SM Dhanasekaran, F Petralia, J Pan, X Song, Y Hu, ... Cell 179 (4), 964-983. e31, 2019 | 602 | 2019 |
| Proteogenomic characterization reveals therapeutic vulnerabilities in lung adenocarcinoma MA Gillette, S Satpathy, S Cao, SM Dhanasekaran, SV Vasaikar, K Krug, ... Cell 182 (1), 200-225. e35, 2020 | 593 | 2020 |
| Proteogenomic and metabolomic characterization of human glioblastoma LB Wang, A Karpova, MA Gritsenko, JE Kyle, S Cao, Y Li, D Rykunov, ... Cancer cell 39 (4), 509-528. e20, 2021 | 502 | 2021 |
| New functionalities in the TCGAbiolinks package for the study and integration of cancer data from GDC and GTEx M Mounir, M Lucchetta, TC Silva, C Olsen, G Bontempi, X Chen, ... PLoS computational biology 15 (3), e1006701, 2019 | 437 | 2019 |
| Proteogenomic landscape of breast cancer tumorigenesis and targeted therapy K Krug, EJ Jaehnig, S Satpathy, L Blumenberg, A Karpova, M Anurag, ... Cell 183 (5), 1436-1456. e31, 2020 | 404 | 2020 |
| Perspective on oncogenic processes at the end of the beginning of cancer genomics L Ding, MH Bailey, E Porta-Pardo, V Thorsson, A Colaprico, D Bertrand, ... Cell 173 (2), 305-320. e10, 2018 | 402 | 2018 |
| Proteogenomic characterization of endometrial carcinoma Y Dou, EA Kawaler, DC Zhou, MA Gritsenko, C Huang, L Blumenberg, ... Cell 180 (4), 729-748. e26, 2020 | 383 | 2020 |
| Proteogenomic characterization of pancreatic ductal adenocarcinoma L Cao, C Huang, DC Zhou, Y Hu, TM Lih, SR Savage, K Krug, DJ Clark, ... Cell 184 (19), 5031-5052. e26, 2021 | 378 | 2021 |
| TCGA Workflow: Analyze cancer genomics and epigenomics data using Bioconductor packages TC Silva, A Colaprico, C Olsen, F D'Angelo, G Bontempi, M Ceccarelli, ... F1000Research 5, 2016 | 277 | 2016 |
| Proteogenomic insights into the biology and treatment of HPV-negative head and neck squamous cell carcinoma C Huang, L Chen, SR Savage, RV Eguez, Y Dou, Y Li, ... Cancer cell 39 (3), 361-379. e16, 2021 | 274 | 2021 |
| A proteogenomic portrait of lung squamous cell carcinoma S Satpathy, K Krug, PMJ Beltran, SR Savage, F Petralia, C Kumar-Sinha, ... Cell 184 (16), 4348-4371. e40, 2021 | 264 | 2021 |
| Integrated proteogenomic characterization across major histological types of pediatric brain cancer F Petralia, N Tignor, B Reva, M Koptyra, S Chowdhury, D Rykunov, A Krek, ... Cell 183 (7), 1962-1985. e31, 2020 | 259 | 2020 |
| CancerSubtypes: an R/Bioconductor package for molecular cancer subtype identification, validation and visualization T Xu, TD Le, L Liu, N Su, R Wang, B Sun, A Colaprico, G Bontempi, J Li Bioinformatics 33 (19), 3131-3133, 2017 | 220 | 2017 |
| Aging human hematopoietic stem cells manifest profound epigenetic reprogramming of enhancers that may predispose to leukemia ER Adelman, HT Huang, A Roisman, A Olsson, A Colaprico, T Qin, ... Cancer discovery 9 (8), 1080-1101, 2019 | 183 | 2019 |
| Multi-omics analysis identifies therapeutic vulnerabilities in triple-negative breast cancer subtypes BD Lehmann, A Colaprico, TC Silva, J Chen, H An, Y Ban, H Huang, ... Nature communications 12 (1), 6276, 2021 | 174 | 2021 |
| A pan-cancer analysis reveals high-frequency genetic alterations in mediators of signaling by the TGF-β superfamily A Korkut, S Zaidi, RS Kanchi, S Rao, NR Gough, A Schultz, X Li, ... Cell systems 7 (4), 422-437. e7, 2018 | 159 | 2018 |
Gianluca BontempiFull professor, Machine Learning Group, Université Libre de BruxellesEmail verificata su ulb.ac.be
