A citation-based method for searching scientific literature

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, Jill P Mesirov. Proc Natl Acad Sci U S A 2005
Times Cited: 19722







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



Times Cited
  Times     Co-cited
Similarity


Moderated estimation of fold change and dispersion for RNA-seq data with DESeq2.
Michael I Love, Wolfgang Huber, Simon Anders. Genome Biol 2014
26

STAR: ultrafast universal RNA-seq aligner.
Alexander Dobin, Carrie A Davis, Felix Schlesinger, Jorg Drenkow, Chris Zaleski, Sonali Jha, Philippe Batut, Mark Chaisson, Thomas R Gingeras. Bioinformatics 2013
15

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
14

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
14

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
13

Molecular signatures database (MSigDB) 3.0.
Arthur Liberzon, Aravind Subramanian, Reid Pinchback, Helga Thorvaldsdóttir, Pablo Tamayo, Jill P Mesirov. Bioinformatics 2011
12

clusterProfiler: an R package for comparing biological themes among gene clusters.
Guangchuang Yu, Li-Gen Wang, Yanyan Han, Qing-Yu He. OMICS 2012
10


Systematic and integrative analysis of large gene lists using DAVID bioinformatics resources.
Da Wei Huang, Brad T Sherman, Richard A Lempicki. Nat Protoc 2009
10

GSVA: gene set variation analysis for microarray and RNA-seq data.
Sonja Hänzelmann, Robert Castelo, Justin Guinney. BMC Bioinformatics 2013
9

edgeR: a Bioconductor package for differential expression analysis of digital gene expression data.
Mark D Robinson, Davis J McCarthy, Gordon K Smyth. Bioinformatics 2010
8

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

Fast gapped-read alignment with Bowtie 2.
Ben Langmead, Steven L Salzberg. Nat Methods 2012
7

The Sequence Alignment/Map format and SAMtools.
Heng Li, Bob Handsaker, Alec Wysoker, Tim Fennell, Jue Ruan, Nils Homer, Gabor Marth, Goncalo Abecasis, Richard Durbin. Bioinformatics 2009
7

Causal analysis approaches in Ingenuity Pathway Analysis.
Andreas Krämer, Jeff Green, Jack Pollard, Stuart Tugendreich. Bioinformatics 2014
6

WGCNA: an R package for weighted correlation network analysis.
Peter Langfelder, Steve Horvath. BMC Bioinformatics 2008
6

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
6

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
5

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
5

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
5

The Connectivity Map: using gene-expression signatures to connect small molecules, genes, and disease.
Justin Lamb, Emily D Crawford, David Peck, Joshua W Modell, Irene C Blat, Matthew J Wrobel, Jim Lerner, Jean-Philippe Brunet, Aravind Subramanian, Kenneth N Ross,[...]. Science 2006
5

pROC: an open-source package for R and S+ to analyze and compare ROC curves.
Xavier Robin, Natacha Turck, Alexandre Hainard, Natalia Tiberti, Frédérique Lisacek, Jean-Charles Sanchez, Markus Müller. BMC Bioinformatics 2011
5

Integrating single-cell transcriptomic data across different conditions, technologies, and species.
Andrew Butler, Paul Hoffman, Peter Smibert, Efthymia Papalexi, Rahul Satija. Nat Biotechnol 2018
5

KEGG: kyoto encyclopedia of genes and genomes.
M Kanehisa, S Goto. Nucleic Acids Res 2000
5


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
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
4

affy--analysis of Affymetrix GeneChip data at the probe level.
Laurent Gautier, Leslie Cope, Benjamin M Bolstad, Rafael A Irizarry. Bioinformatics 2004
4

GOrilla: a tool for discovery and visualization of enriched GO terms in ranked gene lists.
Eran Eden, Roy Navon, Israel Steinfeld, Doron Lipson, Zohar Yakhini. BMC Bioinformatics 2009
4

HTSeq--a Python framework to work with high-throughput sequencing data.
Simon Anders, Paul Theodor Pyl, Wolfgang Huber. Bioinformatics 2015
4

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
4

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
4


Enrichr: a comprehensive gene set enrichment analysis web server 2016 update.
Maxim V Kuleshov, Matthew R Jones, Andrew D Rouillard, Nicolas F Fernandez, Qiaonan Duan, Zichen Wang, Simon Koplev, Sherry L Jenkins, Kathleen M Jagodnik, Alexander Lachmann,[...]. Nucleic Acids Res 2016
4

Proteomics. Tissue-based map of the human proteome.
Mathias Uhlén, Linn Fagerberg, Björn M Hallström, Cecilia Lindskog, Per Oksvold, Adil Mardinoglu, Åsa Sivertsson, Caroline Kampf, Evelina Sjöstedt, Anna Asplund,[...]. Science 2015
4

MultiQC: summarize analysis results for multiple tools and samples in a single report.
Philip Ewels, Måns Magnusson, Sverker Lundin, Max Käller. Bioinformatics 2016
4

Adjusting batch effects in microarray expression data using empirical Bayes methods.
W Evan Johnson, Cheng Li, Ariel Rabinovic. Biostatistics 2007
4

WebGestalt 2019: gene set analysis toolkit with revamped UIs and APIs.
Yuxing Liao, Jing Wang, Eric J Jaehnig, Zhiao Shi, Bing Zhang. Nucleic Acids Res 2019
513
3

Trimmomatic: a flexible trimmer for Illumina sequence data.
Anthony M Bolger, Marc Lohse, Bjoern Usadel. Bioinformatics 2014
3

Salmon provides fast and bias-aware quantification of transcript expression.
Rob Patro, Geet Duggal, Michael I Love, Rafael A Irizarry, Carl Kingsford. Nat Methods 2017
3

ANNOVAR: functional annotation of genetic variants from high-throughput sequencing data.
Kai Wang, Mingyao Li, Hakon Hakonarson. Nucleic Acids Res 2010
3

Near-optimal probabilistic RNA-seq quantification.
Nicolas L Bray, Harold Pimentel, Páll Melsted, Lior Pachter. Nat Biotechnol 2016
3


Exploration, normalization, and summaries of high density oligonucleotide array probe level data.
Rafael A Irizarry, Bridget Hobbs, Francois Collin, Yasmin D Beazer-Barclay, Kristen J Antonellis, Uwe Scherf, Terence P Speed. Biostatistics 2003
3



Enrichr: interactive and collaborative HTML5 gene list enrichment analysis tool.
Edward Y Chen, Christopher M Tan, Yan Kou, Qiaonan Duan, Zichen Wang, Gabriela Vaz Meirelles, Neil R Clark, Avi Ma'ayan. BMC Bioinformatics 2013
3


Complex heatmaps reveal patterns and correlations in multidimensional genomic data.
Zuguang Gu, Roland Eils, Matthias Schlesner. Bioinformatics 2016
3

cytoHubba: identifying hub objects and sub-networks from complex interactome.
Chia-Hao Chin, Shu-Hwa Chen, Hsin-Hung Wu, Chin-Wen Ho, Ming-Tat Ko, Chung-Yen Lin. BMC Syst Biol 2014
867
3


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.