The immune landscape of cancer V Thorsson, DL Gibbs, SD Brown, D Wolf, DS Bortone, THO Yang, ... Immunity 48 (4), 812-830. e14, 2018 | 4626 | 2018 |
An integrated TCGA pan-cancer clinical data resource to drive high-quality survival outcome analytics J Liu, T Lichtenberg, KA Hoadley, LM Poisson, AJ Lazar, AD Cherniack, ... Cell 173 (2), 400-416. e11, 2018 | 2757 | 2018 |
Genomic classification of cutaneous melanoma R Akbani, KC Akdemir, B áArman Aksoy, M Albert, A Ally, SB Amin, ... Cell 161 (7), 1681-1696, 2015 | 2752 | 2015 |
The repertoire of mutational signatures in human cancer LB Alexandrov, J Kim, NJ Haradhvala, MN Huang, AW Tian Ng, Y Wu, ... Nature 578 (7793), 94-101, 2020 | 2598 | 2020 |
Oncogenic signaling pathways in the cancer genome atlas F Sanchez-Vega, M Mina, J Armenia, WK Chatila, A Luna, KC La, ... Cell 173 (2), 321-337. e10, 2018 | 2581 | 2018 |
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 | 2248 | 2018 |
Cell-of-origin patterns dominate the molecular classification of 10,000 tumors from 33 types of cancer KA Hoadley, C Yau, T Hinoue, DM Wolf, AJ Lazar, E Drill, R Shen, ... Cell 173 (2), 291-304. e6, 2018 | 2104 | 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 | 1671 | 2018 |
Pan-cancer analysis of whole genomes Nature 578 (7793), 82-93, 2020 | 1637 | 2020 |
Whole-genome landscapes of major melanoma subtypes NK Hayward, JS Wilmott, N Waddell, PA Johansson, MA Field, K Nones, ... Nature 545 (7653), 175-180, 2017 | 1321 | 2017 |
Genomic and molecular landscape of DNA damage repair deficiency across the cancer genome atlas TA Knijnenburg, L Wang, MT Zimmermann, N Chambwe, GF Gao, ... Cell reports 23 (1), 239-254. e6, 2018 | 942 | 2018 |
The evolutionary history of 2,658 cancers M Gerstung, C Jolly, I Leshchiner, SC Dentro, S Gonzalez, D Rosebrock, ... Nature 578 (7793), 122-128, 2020 | 919 | 2020 |
Genomic and functional approaches to understanding cancer aneuploidy AM Taylor, J Shih, G Ha, GF Gao, X Zhang, AC Berger, SE Schumacher, ... Cancer cell 33 (4), 676-689. e3, 2018 | 913 | 2018 |
Spatial organization and molecular correlation of tumor-infiltrating lymphocytes using deep learning on pathology images J Saltz, R Gupta, L Hou, T Kurc, P Singh, V Nguyen, D Samaras, ... Cell reports 23 (1), 181-193. e7, 2018 | 877 | 2018 |
Loss of 5-hydroxymethylcytosine is an epigenetic hallmark of melanoma CG Lian, Y Xu, C Ceol, F Wu, A Larson, K Dresser, W Xu, L Tan, Y Hu, ... Cell 150 (6), 1135-1146, 2012 | 871 | 2012 |
The cancer genome atlas comprehensive molecular characterization of renal cell carcinoma CJ Ricketts, AA De Cubas, H Fan, CC Smith, M Lang, E Reznik, R Bowlby, ... Cell reports 23 (1), 313-326. e5, 2018 | 858 | 2018 |
Comprehensive analysis of alternative splicing across tumors from 8,705 patients A Kahles, KV Lehmann, NC Toussaint, M Hüser, SG Stark, ... Cancer cell 34 (2), 211-224. e6, 2018 | 743 | 2018 |
Patterns of somatic structural variation in human cancer genomes Y Li, ND Roberts, JA Wala, O Shapira, SE Schumacher, K Kumar, ... Nature 578 (7793), 112-121, 2020 | 739 | 2020 |
Pathogenic germline variants in 10,389 adult cancers K Huang, RJ Mashl, Y Wu, DI Ritter, J Wang, C Oh, M Paczkowska, ... Cell 173 (2), 355-370. e14, 2018 | 737 | 2018 |
Scalable open science approach for mutation calling of tumor exomes using multiple genomic pipelines K Ellrott, MH Bailey, G Saksena, KR Covington, C Kandoth, C Stewart, ... Cell systems 6 (3), 271-281. e7, 2018 | 656 | 2018 |