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: 2335







List of co-cited articles
353 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
41

GSVA: gene set variation analysis for microarray and RNA-seq data.
Sonja Hänzelmann, Robert Castelo, Justin Guinney. BMC Bioinformatics 2013
31

clusterProfiler: an R package for comparing biological themes among gene clusters.
Guangchuang Yu, Li-Gen Wang, Yanyan Han, Qing-Yu He. OMICS 2012
22

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

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
21

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
808
17

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
17

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
705
16

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
16

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
725
16

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
16



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
12

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
10

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
708
10

xCell: digitally portraying the tissue cellular heterogeneity landscape.
Dvir Aran, Zicheng Hu, Atul J Butte. Genome Biol 2017
952
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
680
10

WGCNA: an R package for weighted correlation network analysis.
Peter Langfelder, Steve Horvath. BMC Bioinformatics 2008
10

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
660
9

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
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


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
8

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
7

Moderated estimation of fold change and dispersion for RNA-seq data with DESeq2.
Michael I Love, Wolfgang Huber, Simon Anders. Genome Biol 2014
7

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
7

Analysis of 100,000 human cancer genomes reveals the landscape of tumor mutational burden.
Zachary R Chalmers, Caitlin F Connelly, David Fabrizio, Laurie Gay, Siraj M Ali, Riley Ennis, Alexa Schrock, Brittany Campbell, Adam Shlien, Juliann Chmielecki,[...]. Genome Med 2017
7

Cancer statistics, 2020.
Rebecca L Siegel, Kimberly D Miller, Ahmedin Jemal. CA Cancer J Clin 2020
7

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
594
7

Genomics of Drug Sensitivity in Cancer (GDSC): a resource for therapeutic biomarker discovery in cancer cells.
Wanjuan Yang, Jorge Soares, Patricia Greninger, Elena J Edelman, Howard Lightfoot, Simon Forbes, Nidhi Bindal, Dave Beare, James A Smith, I Richard Thompson,[...]. Nucleic Acids Res 2013
7

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
850
6

The sva package for removing batch effects and other unwanted variation in high-throughput experiments.
Jeffrey T Leek, W Evan Johnson, Hilary S Parker, Andrew E Jaffe, John D Storey. Bioinformatics 2012
6

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
6


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

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
6


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
6

CD8+ T cells regulate tumour ferroptosis during cancer immunotherapy.
Weimin Wang, Michael Green, Jae Eun Choi, Miguel Gijón, Paul D Kennedy, Jeffrey K Johnson, Peng Liao, Xueting Lang, Ilona Kryczek, Amanda Sell,[...]. Nature 2019
556
6


Molecular and pharmacological modulators of the tumor immune contexture revealed by deconvolution of RNA-seq data.
Francesca Finotello, Clemens Mayer, Christina Plattner, Gerhard Laschober, Dietmar Rieder, Hubert Hackl, Anne Krogsdam, Zuzana Loncova, Wilfried Posch, Doris Wilflingseder,[...]. Genome Med 2019
215
6

affy--analysis of Affymetrix GeneChip data at the probe level.
Laurent Gautier, Leslie Cope, Benjamin M Bolstad, Rafael A Irizarry. Bioinformatics 2004
5

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
5

Large-scale public data reuse to model immunotherapy response and resistance.
Jingxin Fu, Karen Li, Wubing Zhang, Changxin Wan, Jing Zhang, Peng Jiang, X Shirley Liu. Genome Med 2020
92
5

Hallmarks of cancer: the next generation.
Douglas Hanahan, Robert A Weinberg. Cell 2011
5

ImmPort, toward repurposing of open access immunological assay data for translational and clinical research.
Sanchita Bhattacharya, Patrick Dunn, Cristel G Thomas, Barry Smith, Henry Schaefer, Jieming Chen, Zicheng Hu, Kelly A Zalocusky, Ravi D Shankar, Shai S Shen-Orr,[...]. Sci Data 2018
218
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

Cancer Statistics, 2021.
Rebecca L Siegel, Kimberly D Miller, Hannah E Fuchs, Ahmedin Jemal. CA Cancer J Clin 2021
5

Ferroptosis: an iron-dependent form of nonapoptotic cell death.
Scott J Dixon, Kathryn M Lemberg, Michael R Lamprecht, Rachid Skouta, Eleina M Zaitsev, Caroline E Gleason, Darpan N Patel, Andras J Bauer, Alexandra M Cantley, Wan Seok Yang,[...]. Cell 2012
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.