A citation-based method for searching scientific literature

Vésteinn Thorsson, David L Gibbs, Scott D Brown, Denise Wolf, Dante S Bortone, Tai-Hsien Ou Yang, Eduard Porta-Pardo, Galen F Gao, Christopher L Plaisier, James A Eddy, Elad Ziv, Aedin C Culhane, Evan O Paull, I K Ashok Sivakumar, Andrew J Gentles, Raunaq Malhotra, Farshad Farshidfar, Antonio Colaprico, Joel S Parker, Lisle E Mose, Nam Sy Vo, Jianfang Liu, Yuexin Liu, Janet Rader, Varsha Dhankani, Sheila M Reynolds, Reanne Bowlby, Andrea Califano, Andrew D Cherniack, Dimitris Anastassiou, Davide Bedognetti, Younes Mokrab, Aaron M Newman, Arvind Rao, Ken Chen, Alexander Krasnitz, Hai Hu, Tathiane M Malta, Houtan Noushmehr, Chandra Sekhar Pedamallu, Susan Bullman, Akinyemi I Ojesina, Andrew Lamb, Wanding Zhou, Hui Shen, Toni K Choueiri, John N Weinstein, Justin Guinney, Joel Saltz, Robert A Holt, Charles S Rabkin, Alexander J Lazar, Jonathan S Serody, Elizabeth G Demicco, Mary L Disis, Benjamin G Vincent, Ilya Shmulevich. Immunity 2018
Times Cited: 1695







List of co-cited articles
505 articles co-cited >1



Times Cited
  Times     Co-cited
Similarity


Robust enumeration of cell subsets from tissue expression profiles.
Aaron M Newman, Chih Long Liu, Michael R Green, Andrew J Gentles, Weiguo Feng, Yue Xu, Chuong D Hoang, Maximilian Diehn, Ash A Alizadeh. Nat Methods 2015
25

GSVA: gene set variation analysis for microarray and RNA-seq data.
Sonja Hänzelmann, Robert Castelo, Justin Guinney. BMC Bioinformatics 2013
21

Inferring tumour purity and stromal and immune cell admixture from expression data.
Kosuke Yoshihara, Maria Shahmoradgoli, Emmanuel Martínez, Rahulsimham Vegesna, Hoon Kim, Wandaliz Torres-Garcia, Victor Treviño, Hui Shen, Peter W Laird, Douglas A Levine,[...]. Nat Commun 2013
19

Gene set enrichment analysis: a knowledge-based approach for interpreting genome-wide expression profiles.
Aravind Subramanian, Pablo Tamayo, Vamsi K Mootha, Sayan Mukherjee, Benjamin L Ebert, Michael A Gillette, Amanda Paulovich, Scott L Pomeroy, Todd R Golub, Eric S Lander,[...]. Proc Natl Acad Sci U S A 2005
19

limma powers differential expression analyses for RNA-sequencing and microarray studies.
Matthew E Ritchie, Belinda Phipson, Di Wu, Yifang Hu, Charity W Law, Wei Shi, Gordon K Smyth. Nucleic Acids Res 2015
15

Maftools: efficient and comprehensive analysis of somatic variants in cancer.
Anand Mayakonda, De-Chen Lin, Yassen Assenov, Christoph Plass, H Phillip Koeffler. Genome Res 2018
894
15

Signatures of T cell dysfunction and exclusion predict cancer immunotherapy response.
Peng Jiang, Shengqing Gu, Deng Pan, Jingxin Fu, Avinash Sahu, Xihao Hu, Ziyi Li, Nicole Traugh, Xia Bu, Bo Li,[...]. Nat Med 2018
824
12

clusterProfiler: an R package for comparing biological themes among gene clusters.
Guangchuang Yu, Li-Gen Wang, Yanyan Han, Qing-Yu He. OMICS 2012
12

Global cancer statistics 2018: GLOBOCAN estimates of incidence and mortality worldwide for 36 cancers in 185 countries.
Freddie Bray, Jacques Ferlay, Isabelle Soerjomataram, Rebecca L Siegel, Lindsey A Torre, Ahmedin Jemal. CA Cancer J Clin 2018
11

Pan-cancer Immunogenomic Analyses Reveal Genotype-Immunophenotype Relationships and Predictors of Response to Checkpoint Blockade.
Pornpimol Charoentong, Francesca Finotello, Mihaela Angelova, Clemens Mayer, Mirjana Efremova, Dietmar Rieder, Hubert Hackl, Zlatko Trajanoski. Cell Rep 2017
10

The Molecular Signatures Database (MSigDB) hallmark gene set collection.
Arthur Liberzon, Chet Birger, Helga Thorvaldsdóttir, Mahmoud Ghandi, Jill P Mesirov, Pablo Tamayo. Cell Syst 2015
10

Estimating the population abundance of tissue-infiltrating immune and stromal cell populations using gene expression.
Etienne Becht, Nicolas A Giraldo, Laetitia Lacroix, Bénédicte Buttard, Nabila Elarouci, Florent Petitprez, Janick Selves, Pierre Laurent-Puig, Catherine Sautès-Fridman, Wolf H Fridman,[...]. Genome Biol 2016
777
10

xCell: digitally portraying the tissue cellular heterogeneity landscape.
Dvir Aran, Zicheng Hu, Atul J Butte. Genome Biol 2017
10

TIMER2.0 for analysis of tumor-infiltrating immune cells.
Taiwen Li, Jingxin Fu, Zexian Zeng, David Cohen, Jing Li, Qianming Chen, Bo Li, X Shirley Liu. Nucleic Acids Res 2020
781
10

Molecular and genetic properties of tumors associated with local immune cytolytic activity.
Michael S Rooney, Sachet A Shukla, Catherine J Wu, Gad Getz, Nir Hacohen. Cell 2015
9

Cancer immunology. Mutational landscape determines sensitivity to PD-1 blockade in non-small cell lung cancer.
Naiyer A Rizvi, Matthew D Hellmann, Alexandra Snyder, Pia Kvistborg, Vladimir Makarov, Jonathan J Havel, William Lee, Jianda Yuan, Phillip Wong, Teresa S Ho,[...]. Science 2015
9

Tumor mutational load predicts survival after immunotherapy across multiple cancer types.
Robert M Samstein, Chung-Han Lee, Alexander N Shoushtari, Matthew D Hellmann, Ronglai Shen, Yelena Y Janjigian, David A Barron, Ahmet Zehir, Emmet J Jordan, Antonio Omuro,[...]. Nat Genet 2019
9

Global Cancer Statistics 2020: GLOBOCAN Estimates of Incidence and Mortality Worldwide for 36 Cancers in 185 Countries.
Hyuna Sung, Jacques Ferlay, Rebecca L Siegel, Mathieu Laversanne, Isabelle Soerjomataram, Ahmedin Jemal, Freddie Bray. CA Cancer J Clin 2021
9

TGFβ attenuates tumour response to PD-L1 blockade by contributing to exclusion of T cells.
Sanjeev Mariathasan, Shannon J Turley, Dorothee Nickles, Alessandra Castiglioni, Kobe Yuen, Yulei Wang, Edward E Kadel, Hartmut Koeppen, Jillian L Astarita, Rafael Cubas,[...]. Nature 2018
9

Determining cell type abundance and expression from bulk tissues with digital cytometry.
Aaron M Newman, Chloé B Steen, Chih Long Liu, Andrew J Gentles, Aadel A Chaudhuri, Florian Scherer, Michael S Khodadoust, Mohammad S Esfahani, Bogdan A Luca, David Steiner,[...]. Nat Biotechnol 2019
729
9

WGCNA: an R package for weighted correlation network analysis.
Peter Langfelder, Steve Horvath. BMC Bioinformatics 2008
8

Cancer statistics, 2020.
Rebecca L Siegel, Kimberly D Miller, Ahmedin Jemal. CA Cancer J Clin 2020
8

IFN-γ-related mRNA profile predicts clinical response to PD-1 blockade.
Mark Ayers, Jared Lunceford, Michael Nebozhyn, Erin Murphy, Andrey Loboda, David R Kaufman, Andrew Albright, Jonathan D Cheng, S Peter Kang, Veena Shankaran,[...]. J Clin Invest 2017
8

Tertiary lymphoid structures in the era of cancer immunotherapy.
Catherine Sautès-Fridman, Florent Petitprez, Julien Calderaro, Wolf Herman Fridman. Nat Rev Cancer 2019
389
8

Moderated estimation of fold change and dispersion for RNA-seq data with DESeq2.
Michael I Love, Wolfgang Huber, Simon Anders. Genome Biol 2014
8

Understanding the tumor immune microenvironment (TIME) for effective therapy.
Mikhail Binnewies, Edward W Roberts, Kelly Kersten, Vincent Chan, Douglas F Fearon, Miriam Merad, Lisa M Coussens, Dmitry I Gabrilovich, Suzanne Ostrand-Rosenberg, Catherine C Hedrick,[...]. Nat Med 2018
7

Hallmarks of cancer: the next generation.
Douglas Hanahan, Robert A Weinberg. Cell 2011
7

The genomic and transcriptomic architecture of 2,000 breast tumours reveals novel subgroups.
Christina Curtis, Sohrab P Shah, Suet-Feung Chin, Gulisa Turashvili, Oscar M Rueda, Mark J Dunning, Doug Speed, Andy G Lynch, Shamith Samarajiwa, Yinyin Yuan,[...]. Nature 2012
7


Tumor aneuploidy correlates with markers of immune evasion and with reduced response to immunotherapy.
Teresa Davoli, Hajime Uno, Eric C Wooten, Stephen J Elledge. Science 2017
575
7

Genomic and Transcriptomic Features of Response to Anti-PD-1 Therapy in Metastatic Melanoma.
Willy Hugo, Jesse M Zaretsky, Lu Sun, Chunying Song, Blanca Homet Moreno, Siwen Hu-Lieskovan, Beata Berent-Maoz, Jia Pang, Bartosz Chmielowski, Grace Cherry,[...]. Cell 2016
7

Type, density, and location of immune cells within human colorectal tumors predict clinical outcome.
Jérôme Galon, Anne Costes, Fatima Sanchez-Cabo, Amos Kirilovsky, Bernhard Mlecnik, Christine Lagorce-Pagès, Marie Tosolini, Matthieu Camus, Anne Berger, Philippe Wind,[...]. Science 2006
6

The evolving landscape of biomarkers for checkpoint inhibitor immunotherapy.
Jonathan J Havel, Diego Chowell, Timothy A Chan. Nat Rev Cancer 2019
955
6

Genomic and Molecular Landscape of DNA Damage Repair Deficiency across The Cancer Genome Atlas.
Theo A Knijnenburg, Linghua Wang, Michael T Zimmermann, Nyasha Chambwe, Galen F Gao, Andrew D Cherniack, Huihui Fan, Hui Shen, Gregory P Way, Casey S Greene,[...]. Cell Rep 2018
389
6

Development of tumor mutation burden as an immunotherapy biomarker: utility for the oncology clinic.
T A Chan, M Yarchoan, E Jaffee, C Swanton, S A Quezada, A Stenzinger, S Peters. Ann Oncol 2019
757
6


Systematic RNA interference reveals that oncogenic KRAS-driven cancers require TBK1.
David A Barbie, Pablo Tamayo, Jesse S Boehm, So Young Kim, Susan E Moody, Ian F Dunn, Anna C Schinzel, Peter Sandy, Etienne Meylan, Claudia Scholl,[...]. Nature 2009
6

β-Catenin Activation Promotes Immune Escape and Resistance to Anti-PD-1 Therapy in Hepatocellular Carcinoma.
Marina Ruiz de Galarreta, Erin Bresnahan, Pedro Molina-Sánchez, Katherine E Lindblad, Barbara Maier, Daniela Sia, Marc Puigvehi, Verónica Miguela, María Casanova-Acebes, Maxime Dhainaut,[...]. Cancer Discov 2019
219
6

Tumor and Microenvironment Evolution during Immunotherapy with Nivolumab.
Nadeem Riaz, Jonathan J Havel, Vladimir Makarov, Alexis Desrichard, Walter J Urba, Jennifer S Sims, F Stephen Hodi, Salvador Martín-Algarra, Rajarsi Mandal, William H Sharfman,[...]. Cell 2017
809
6

The cBio cancer genomics portal: an open platform for exploring multidimensional cancer genomics data.
Ethan Cerami, Jianjiong Gao, Ugur Dogrusoz, Benjamin E Gross, Selcuk Onur Sumer, Bülent Arman Aksoy, Anders Jacobsen, Caitlin J Byrne, Michael L Heuer, Erik Larsson,[...]. Cancer Discov 2012
6

Pan-tumor genomic biomarkers for PD-1 checkpoint blockade-based immunotherapy.
Razvan Cristescu, Robin Mogg, Mark Ayers, Andrew Albright, Erin Murphy, Jennifer Yearley, Xinwei Sher, Xiao Qiao Liu, Hongchao Lu, Michael Nebozhyn,[...]. Science 2018
880
5

B cells and tertiary lymphoid structures promote immunotherapy response.
Beth A Helmink, Sangeetha M Reddy, Jianjun Gao, Shaojun Zhang, Rafet Basar, Rohit Thakur, Keren Yizhak, Moshe Sade-Feldman, Jorge Blando, Guangchun Han,[...]. Nature 2020
642
5

Dissecting the multicellular ecosystem of metastatic melanoma by single-cell RNA-seq.
Itay Tirosh, Benjamin Izar, Sanjay M Prakadan, Marc H Wadsworth, Daniel Treacy, John J Trombetta, Asaf Rotem, Christopher Rodman, Christine Lian, George Murphy,[...]. Science 2016
5

A Pan-cancer Landscape of Interactions between Solid Tumors and Infiltrating Immune Cell Populations.
David Tamborero, Carlota Rubio-Perez, Ferran Muiños, Radhakrishnan Sabarinathan, Josep M Piulats, Aura Muntasell, Rodrigo Dienstmann, Nuria Lopez-Bigas, Abel Gonzalez-Perez. Clin Cancer Res 2018
128
5

Cancer immunotherapy using checkpoint blockade.
Antoni Ribas, Jedd D Wolchok. Science 2018
5

Phenotype molding of stromal cells in the lung tumor microenvironment.
Diether Lambrechts, Els Wauters, Bram Boeckx, Sara Aibar, David Nittner, Oliver Burton, Ayse Bassez, Herbert Decaluwé, Andreas Pircher, Kathleen Van den Eynde,[...]. Nat Med 2018
553
5

Integrative analysis of complex cancer genomics and clinical profiles using the cBioPortal.
Jianjiong Gao, Bülent Arman Aksoy, Ugur Dogrusoz, Gideon Dresdner, Benjamin Gross, S Onur Sumer, Yichao Sun, Anders Jacobsen, Rileen Sinha, Erik Larsson,[...]. Sci Signal 2013
5

Comprehensive Integration of Single-Cell Data.
Tim Stuart, Andrew Butler, Paul Hoffman, Christoph Hafemeister, Efthymia Papalexi, William M Mauck, Yuhan Hao, Marlon Stoeckius, Peter Smibert, Rahul Satija. Cell 2019
5

TCGAbiolinks: an R/Bioconductor package for integrative analysis of TCGA data.
Antonio Colaprico, Tiago C Silva, Catharina Olsen, Luciano Garofano, Claudia Cava, Davide Garolini, Thais S Sabedot, Tathiane M Malta, Stefano M Pagnotta, Isabella Castiglioni,[...]. Nucleic Acids Res 2016
5

TIMER: A Web Server for Comprehensive Analysis of Tumor-Infiltrating Immune Cells.
Taiwen Li, Jingyu Fan, Binbin Wang, Nicole Traugh, Qianming Chen, Jun S Liu, Bo Li, X Shirley Liu. Cancer Res 2017
5


Co-cited is the co-citation frequency, indicating how many articles cite the article together with the query article. Similarity is the co-citation as percentage of the times cited of the query article or the article in the search results, whichever is the lowest. These numbers are calculated for the last 100 citations when articles are cited more than 100 times.