A citation-based method for searching scientific literature

Kosuke Yoshihara, Maria Shahmoradgoli, Emmanuel Martínez, Rahulsimham Vegesna, Hoon Kim, Wandaliz Torres-Garcia, Victor Treviño, Hui Shen, Peter W Laird, Douglas A Levine, Scott L Carter, Gad Getz, Katherine Stemke-Hale, Gordon B Mills, Roel G W Verhaak. Nat Commun 2013
Times Cited: 1577







List of co-cited articles
341 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
31

clusterProfiler: an R package for comparing biological themes among gene clusters.
Guangchuang Yu, Li-Gen Wang, Yanyan Han, Qing-Yu He. OMICS 2012
25

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
21

GSVA: gene set variation analysis for microarray and RNA-seq data.
Sonja Hänzelmann, Robert Castelo, Justin Guinney. BMC Bioinformatics 2013
20

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
19

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
16

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
13

Mining TCGA database for genes of prognostic value in glioblastoma microenvironment.
Di Jia, Shenglan Li, Dali Li, Haipeng Xue, Dan Yang, Ying Liu. Aging (Albany NY) 2018
151
11

Cancer statistics, 2020.
Rebecca L Siegel, Kimberly D Miller, Ahmedin Jemal. CA Cancer J Clin 2020
11

WGCNA: an R package for weighted correlation network analysis.
Peter Langfelder, Steve Horvath. BMC Bioinformatics 2008
11

Profiling Tumor Infiltrating Immune Cells with CIBERSORT.
Binbin Chen, Michael S Khodadoust, Chih Long Liu, Aaron M Newman, Ash A Alizadeh. Methods Mol Biol 2018
362
10

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
10

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
694
9

Spatiotemporal dynamics of intratumoral immune cells reveal the immune landscape in human cancer.
Gabriela Bindea, Bernhard Mlecnik, Marie Tosolini, Amos Kirilovsky, Maximilian Waldner, Anna C Obenauf, Helen Angell, Tessa Fredriksen, Lucie Lafontaine, Anne Berger,[...]. Immunity 2013
8

Hallmarks of cancer: the next generation.
Douglas Hanahan, Robert A Weinberg. Cell 2011
8

Classification of triple-negative breast cancers based on Immunogenomic profiling.
Yin He, Zehang Jiang, Cai Chen, Xiaosheng Wang. J Exp Clin Cancer Res 2018
97
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
8

Tumor immune microenvironment characterization in clear cell renal cell carcinoma identifies prognostic and immunotherapeutically relevant messenger RNA signatures.
Yasin Şenbabaoğlu, Ron S Gejman, Andrew G Winer, Ming Liu, Eliezer M Van Allen, Guillermo de Velasco, Diana Miao, Irina Ostrovnaya, Esther Drill, Augustin Luna,[...]. Genome Biol 2016
302
7

GEPIA: a web server for cancer and normal gene expression profiling and interactive analyses.
Zefang Tang, Chenwei Li, Boxi Kang, Ge Gao, Cheng Li, Zemin Zhang. Nucleic Acids Res 2017
7

Comprehensive analysis of copy number aberrations in microsatellite stable colon cancer in view of stromal component.
M Henar Alonso, Susanna Aussó, Adriana Lopez-Doriga, David Cordero, Elisabet Guinó, Xavier Solé, Mercè Barenys, Javier de Oca, Gabriel Capella, Ramón Salazar,[...]. Br J Cancer 2017
72
9

Metascape provides a biologist-oriented resource for the analysis of systems-level datasets.
Yingyao Zhou, Bin Zhou, Lars Pache, Max Chang, Alireza Hadj Khodabakhshi, Olga Tanaseichuk, Christopher Benner, Sumit K Chanda. Nat Commun 2019
7

Cytoscape: a software environment for integrated models of biomolecular interaction networks.
Paul Shannon, Andrew Markiel, Owen Ozier, Nitin S Baliga, Jonathan T Wang, Daniel Ramage, Nada Amin, Benno Schwikowski, Trey Ideker. Genome Res 2003
7

Gene ontology: tool for the unification of biology. The Gene Ontology Consortium.
M Ashburner, C A Ball, J A Blake, D Botstein, H Butler, J M Cherry, A P Davis, K Dolinski, S S Dwight, J T Eppig,[...]. Nat Genet 2000
7

Microenvironmental regulation of tumor progression and metastasis.
Daniela F Quail, Johanna A Joyce. Nat Med 2013
7


Exome-capture RNA sequencing of decade-old breast cancers and matched decalcified bone metastases.
Nolan Priedigkeit, Rebecca J Watters, Peter C Lucas, Ahmed Basudan, Rohit Bhargava, William Horne, Jay K Kolls, Zhou Fang, Margaret Q Rosenzweig, Adam M Brufsky,[...]. JCI Insight 2017
62
9

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
6

edgeR: a Bioconductor package for differential expression analysis of digital gene expression data.
Mark D Robinson, Davis J McCarthy, Gordon K Smyth. Bioinformatics 2010
6

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
471
6

Cancer incidence and mortality worldwide: sources, methods and major patterns in GLOBOCAN 2012.
Jacques Ferlay, Isabelle Soerjomataram, Rajesh Dikshit, Sultan Eser, Colin Mathers, Marise Rebelo, Donald Maxwell Parkin, David Forman, Freddie Bray. Int J Cancer 2015
6

The immune contexture in human tumours: impact on clinical outcome.
Wolf Herman Fridman, Franck Pagès, Catherine Sautès-Fridman, Jérôme Galon. Nat Rev Cancer 2012
6

Absolute quantification of somatic DNA alterations in human cancer.
Scott L Carter, Kristian Cibulskis, Elena Helman, Aaron McKenna, Hui Shen, Travis Zack, Peter W Laird, Robert C Onofrio, Wendy Winckler, Barbara A Weir,[...]. Nat Biotechnol 2012
5

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
5

Tumor Microenvironment Characterization in Gastric Cancer Identifies Prognostic and Immunotherapeutically Relevant Gene Signatures.
Dongqiang Zeng, Meiyi Li, Rui Zhou, Jingwen Zhang, Huiying Sun, Min Shi, Jianping Bin, Yulin Liao, Jinjun Rao, Wangjun Liao. Cancer Immunol Res 2019
148
5

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
378
5

The prognostic landscape of genes and infiltrating immune cells across human cancers.
Andrew J Gentles, Aaron M Newman, Chih Long Liu, Scott V Bratman, Weiguo Feng, Dongkyoon Kim, Viswam S Nair, Yue Xu, Amanda Khuong, Chuong D Hoang,[...]. Nat Med 2015
5

Systematic and integrative analysis of large gene lists using DAVID bioinformatics resources.
Da Wei Huang, Brad T Sherman, Richard A Lempicki. Nat Protoc 2009
5

Comprehensive analyses of tumor immunity: implications for cancer immunotherapy.
Bo Li, Eric Severson, Jean-Christophe Pignon, Haoquan Zhao, Taiwen Li, Jesse Novak, Peng Jiang, Hui Shen, Jon C Aster, Scott Rodig,[...]. Genome Biol 2016
643
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
90
5

Innate and adaptive immune cells in the tumor microenvironment.
Thomas F Gajewski, Hans Schreiber, Yang-Xin Fu. Nat Immunol 2013
5

PGC-1alpha-responsive genes involved in oxidative phosphorylation are coordinately downregulated in human diabetes.
Vamsi K Mootha, Cecilia M Lindgren, Karl-Fredrik Eriksson, Aravind Subramanian, Smita Sihag, Joseph Lehar, Pere Puigserver, Emma Carlsson, Martin Ridderstråle, Esa Laurila,[...]. Nat Genet 2003
5

Integrated genomic analysis identifies clinically relevant subtypes of glioblastoma characterized by abnormalities in PDGFRA, IDH1, EGFR, and NF1.
Roel G W Verhaak, Katherine A Hoadley, Elizabeth Purdom, Victoria Wang, Yuan Qi, Matthew D Wilkerson, C Ryan Miller, Li Ding, Todd Golub, Jill P Mesirov,[...]. Cancer Cell 2010
5

The Immune Landscape of Cancer.
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,[...]. Immunity 2018
5

Machine Learning Identifies Stemness Features Associated with Oncogenic Dedifferentiation.
Tathiane M Malta, Artem Sokolov, Andrew J Gentles, Tomasz Burzykowski, Laila Poisson, John N Weinstein, Bożena Kamińska, Joerg Huelsken, Larsson Omberg, Olivier Gevaert,[...]. Cell 2018
333
5

Global cancer statistics, 2012.
Lindsey A Torre, Freddie Bray, Rebecca L Siegel, Jacques Ferlay, Joannie Lortet-Tieulent, Ahmedin Jemal. CA Cancer J Clin 2015
5

Regularization Paths for Generalized Linear Models via Coordinate Descent.
Jerome Friedman, Trevor Hastie, Rob Tibshirani. J Stat Softw 2010
5

STRING v11: protein-protein association networks with increased coverage, supporting functional discovery in genome-wide experimental datasets.
Damian Szklarczyk, Annika L Gable, David Lyon, Alexander Junge, Stefan Wyder, Jaime Huerta-Cepas, Milan Simonovic, Nadezhda T Doncheva, John H Morris, Peer Bork,[...]. Nucleic Acids Res 2019
5

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
468
5

Immunity, inflammation, and cancer.
Sergei I Grivennikov, Florian R Greten, Michael Karin. Cell 2010
4

xCell: digitally portraying the tissue cellular heterogeneity landscape.
Dvir Aran, Zicheng Hu, Atul J Butte. Genome Biol 2017
590
4


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.