A citation-based method for searching scientific literature

Itay Tirosh, Benjamin Izar, Sanjay M Prakadan, Marc H Wadsworth, Daniel Treacy, John J Trombetta, Asaf Rotem, Christopher Rodman, Christine Lian, George Murphy, Mohammad Fallahi-Sichani, Ken Dutton-Regester, Jia-Ren Lin, Ofir Cohen, Parin Shah, Diana Lu, Alex S Genshaft, Travis K Hughes, Carly G K Ziegler, Samuel W Kazer, Aleth Gaillard, Kellie E Kolb, Alexandra-Chloé Villani, Cory M Johannessen, Aleksandr Y Andreev, Eliezer M Van Allen, Monica Bertagnolli, Peter K Sorger, Ryan J Sullivan, Keith T Flaherty, Dennie T Frederick, Judit Jané-Valbuena, Charles H Yoon, Orit Rozenblatt-Rosen, Alex K Shalek, Aviv Regev, Levi A Garraway. Science 2016
Times Cited: 1291







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



Times Cited
  Times     Co-cited
Similarity


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
23

Highly Parallel Genome-wide Expression Profiling of Individual Cells Using Nanoliter Droplets.
Evan Z Macosko, Anindita Basu, Rahul Satija, James Nemesh, Karthik Shekhar, Melissa Goldman, Itay Tirosh, Allison R Bialas, Nolan Kamitaki, Emily M Martersteck,[...]. Cell 2015
19

The dynamics and regulators of cell fate decisions are revealed by pseudotemporal ordering of single cells.
Cole Trapnell, Davide Cacchiarelli, Jonna Grimsby, Prapti Pokharel, Shuqiang Li, Michael Morse, Niall J Lennon, Kenneth J Livak, Tarjei S Mikkelsen, John L Rinn. Nat Biotechnol 2014
18

Single-Cell Transcriptomic Analysis of Primary and Metastatic Tumor Ecosystems in Head and Neck Cancer.
Sidharth V Puram, Itay Tirosh, Anuraag S Parikh, Anoop P Patel, Keren Yizhak, Shawn Gillespie, Christopher Rodman, Christina L Luo, Edmund A Mroz, Kevin S Emerick,[...]. Cell 2017
556
18

Integrating single-cell transcriptomic data across different conditions, technologies, and species.
Andrew Butler, Paul Hoffman, Peter Smibert, Efthymia Papalexi, Rahul Satija. Nat Biotechnol 2018
18

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
14

Massively parallel digital transcriptional profiling of single cells.
Grace X Y Zheng, Jessica M Terry, Phillip Belgrader, Paul Ryvkin, Zachary W Bent, Ryan Wilson, Solongo B Ziraldo, Tobias D Wheeler, Geoff P McDermott, Junjie Zhu,[...]. Nat Commun 2017
14

Landscape of Infiltrating T Cells in Liver Cancer Revealed by Single-Cell Sequencing.
Chunhong Zheng, Liangtao Zheng, Jae-Kwang Yoo, Huahu Guo, Yuanyuan Zhang, Xinyi Guo, Boxi Kang, Ruozhen Hu, Julie Y Huang, Qiming Zhang,[...]. Cell 2017
586
12

Global characterization of T cells in non-small-cell lung cancer by single-cell sequencing.
Xinyi Guo, Yuanyuan Zhang, Liangtao Zheng, Chunhong Zheng, Jintao Song, Qiming Zhang, Boxi Kang, Zhouzerui Liu, Liang Jin, Rui Xing,[...]. Nat Med 2018
287
12

Spatial reconstruction of single-cell gene expression data.
Rahul Satija, Jeffrey A Farrell, David Gennert, Alexander F Schier, Aviv Regev. Nat Biotechnol 2015
12

Single-cell RNA-seq highlights intratumoral heterogeneity in primary glioblastoma.
Anoop P Patel, Itay Tirosh, John J Trombetta, Alex K Shalek, Shawn M Gillespie, Hiroaki Wakimoto, Daniel P Cahill, Brian V Nahed, William T Curry, Robert L Martuza,[...]. Science 2014
12

Single-Cell Map of Diverse Immune Phenotypes in the Breast Tumor Microenvironment.
Elham Azizi, Ambrose J Carr, George Plitas, Andrew E Cornish, Catherine Konopacki, Sandhya Prabhakaran, Juozas Nainys, Kenmin Wu, Vaidotas Kiseliovas, Manu Setty,[...]. Cell 2018
440
12

SCANPY: large-scale single-cell gene expression data analysis.
F Alexander Wolf, Philipp Angerer, Fabian J Theis. Genome Biol 2018
592
11

Toward Minimal Residual Disease-Directed Therapy in Melanoma.
Florian Rambow, Aljosja Rogiers, Oskar Marin-Bejar, Sara Aibar, Julia Femel, Michael Dewaele, Panagiotis Karras, Daniel Brown, Young Hwan Chang, Maria Debiec-Rychter,[...]. Cell 2018
160
11

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
10

Reference-based analysis of lung single-cell sequencing reveals a transitional profibrotic macrophage.
Dvir Aran, Agnieszka P Looney, Leqian Liu, Esther Wu, Valerie Fong, Austin Hsu, Suzanna Chak, Ram P Naikawadi, Paul J Wolters, Adam R Abate,[...]. Nat Immunol 2019
324
10

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
367
10

A transcriptionally and functionally distinct PD-1+ CD8+ T cell pool with predictive potential in non-small-cell lung cancer treated with PD-1 blockade.
Daniela S Thommen, Viktor H Koelzer, Petra Herzig, Andreas Roller, Marcel Trefny, Sarah Dimeloe, Anna Kiialainen, Jonathan Hanhart, Catherine Schill, Christoph Hess,[...]. Nat Med 2018
291
9

Single-cell profiling of breast cancer T cells reveals a tissue-resident memory subset associated with improved prognosis.
Peter Savas, Balaji Virassamy, Chengzhong Ye, Agus Salim, Christopher P Mintoff, Franco Caramia, Roberto Salgado, David J Byrne, Zhi L Teo, Sathana Dushyanthen,[...]. Nat Med 2018
273
9

Rare cell variability and drug-induced reprogramming as a mode of cancer drug resistance.
Sydney M Shaffer, Margaret C Dunagin, Stefan R Torborg, Eduardo A Torre, Benjamin Emert, Clemens Krepler, Marilda Beqiri, Katrin Sproesser, Patricia A Brafford, Min Xiao,[...]. Nature 2017
373
9

RNA velocity of single cells.
Gioele La Manno, Ruslan Soldatov, Amit Zeisel, Emelie Braun, Hannah Hochgerner, Viktor Petukhov, Katja Lidschreiber, Maria E Kastriti, Peter Lönnerberg, Alessandro Furlan,[...]. Nature 2018
562
9


Hallmarks of cancer: the next generation.
Douglas Hanahan, Robert A Weinberg. Cell 2011
9

Single-Cell Transcriptomics of Human and Mouse Lung Cancers Reveals Conserved Myeloid Populations across Individuals and Species.
Rapolas Zilionis, Camilla Engblom, Christina Pfirschke, Virginia Savova, David Zemmour, Hatice D Saatcioglu, Indira Krishnan, Giorgia Maroni, Claire V Meyerovitz, Clara M Kerwin,[...]. Immunity 2019
240
9

Dysfunctional CD8 T Cells Form a Proliferative, Dynamically Regulated Compartment within Human Melanoma.
Hanjie Li, Anne M van der Leun, Ido Yofe, Yaniv Lubling, Dikla Gelbard-Solodkin, Alexander C J van Akkooi, Marlous van den Braber, Elisa A Rozeman, John B A G Haanen, Christian U Blank,[...]. Cell 2019
223
9

SCENIC: single-cell regulatory network inference and clustering.
Sara Aibar, Carmen Bravo González-Blas, Thomas Moerman, Vân Anh Huynh-Thu, Hana Imrichova, Gert Hulselmans, Florian Rambow, Jean-Christophe Marine, Pierre Geurts, Jan Aerts,[...]. Nat Methods 2017
524
9

Defining T Cell States Associated with Response to Checkpoint Immunotherapy in Melanoma.
Moshe Sade-Feldman, Keren Yizhak, Stacey L Bjorgaard, John P Ray, Carl G de Boer, Russell W Jenkins, David J Lieb, Jonathan H Chen, Dennie T Frederick, Michal Barzily-Rokni,[...]. Cell 2018
394
8

Dimensionality reduction for visualizing single-cell data using UMAP.
Etienne Becht, Leland McInnes, John Healy, Charles-Antoine Dutertre, Immanuel W H Kwok, Lai Guan Ng, Florent Ginhoux, Evan W Newell. Nat Biotechnol 2018
696
8

Comparative Analysis of Single-Cell RNA Sequencing Methods.
Christoph Ziegenhain, Beate Vieth, Swati Parekh, Björn Reinius, Amy Guillaumet-Adkins, Martha Smets, Heinrich Leonhardt, Holger Heyn, Ines Hellmann, Wolfgang Enard. Mol Cell 2017
488
8

Full-length RNA-seq from single cells using Smart-seq2.
Simone Picelli, Omid R Faridani, Asa K Björklund, Gösta Winberg, Sven Sagasser, Rickard Sandberg. Nat Protoc 2014
8

Low MITF/AXL ratio predicts early resistance to multiple targeted drugs in melanoma.
Judith Müller, Oscar Krijgsman, Jennifer Tsoi, Lidia Robert, Willy Hugo, Chunying Song, Xiangju Kong, Patricia A Possik, Paulien D M Cornelissen-Steijger, Marnix H Geukes Foppen,[...]. Nat Commun 2014
299
8

Peripheral T cell expansion predicts tumour infiltration and clinical response.
Thomas D Wu, Shravan Madireddi, Patricia E de Almeida, Romain Banchereau, Ying-Jiun J Chen, Avantika S Chitre, Eugene Y Chiang, Hina Iftikhar, William E O'Gorman, Amelia Au-Yeung,[...]. Nature 2020
95
8

Clonal replacement of tumor-specific T cells following PD-1 blockade.
Kathryn E Yost, Ansuman T Satpathy, Daniel K Wells, Yanyan Qi, Chunlin Wang, Robin Kageyama, Katherine L McNamara, Jeffrey M Granja, Kavita Y Sarin, Ryanne A Brown,[...]. Nat Med 2019
273
8

Single-cell RNA-seq enables comprehensive tumour and immune cell profiling in primary breast cancer.
Woosung Chung, Hye Hyeon Eum, Hae-Ock Lee, Kyung-Min Lee, Han-Byoel Lee, Kyu-Tae Kim, Han Suk Ryu, Sangmin Kim, Jeong Eon Lee, Yeon Hee Park,[...]. Nat Commun 2017
296
8

Single-cell RNA-seq supports a developmental hierarchy in human oligodendroglioma.
Itay Tirosh, Andrew S Venteicher, Christine Hebert, Leah E Escalante, Anoop P Patel, Keren Yizhak, Jonathan M Fisher, Christopher Rodman, Christopher Mount, Mariella G Filbin,[...]. Nature 2016
369
7

Simultaneous epitope and transcriptome measurement in single cells.
Marlon Stoeckius, Christoph Hafemeister, William Stephenson, Brian Houck-Loomis, Pratip K Chattopadhyay, Harold Swerdlow, Rahul Satija, Peter Smibert. Nat Methods 2017
604
7

MAST: a flexible statistical framework for assessing transcriptional changes and characterizing heterogeneity in single-cell RNA sequencing data.
Greg Finak, Andrew McDavid, Masanao Yajima, Jingyuan Deng, Vivian Gersuk, Alex K Shalek, Chloe K Slichter, Hannah W Miller, M Juliana McElrath, Martin Prlic,[...]. Genome Biol 2015
559
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

Cooperative targeting of melanoma heterogeneity with an AXL antibody-drug conjugate and BRAF/MEK inhibitors.
Julia Boshuizen, Louise A Koopman, Oscar Krijgsman, Aida Shahrabi, Elke Gresnigt- van den Heuvel, Maarten A Ligtenberg, David W Vredevoogd, Kristel Kemper, Thomas Kuilman, Ji-Ying Song,[...]. Nat Med 2018
81
8

Exponential scaling of single-cell RNA-seq in the past decade.
Valentine Svensson, Roser Vento-Tormo, Sarah A Teichmann. Nat Protoc 2018
219
7

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
347
7

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
7

Lineage tracking reveals dynamic relationships of T cells in colorectal cancer.
Lei Zhang, Xin Yu, Liangtao Zheng, Yuanyuan Zhang, Yansen Li, Qiao Fang, Ranran Gao, Boxi Kang, Qiming Zhang, Julie Y Huang,[...]. Nature 2018
199
7

Current best practices in single-cell RNA-seq analysis: a tutorial.
Malte D Luecken, Fabian J Theis. Mol Syst Biol 2019
255
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
6

PD-1 blockade induces responses by inhibiting adaptive immune resistance.
Paul C Tumeh, Christina L Harview, Jennifer H Yearley, I Peter Shintaku, Emma J M Taylor, Lidia Robert, Bartosz Chmielowski, Marko Spasic, Gina Henry, Voicu Ciobanu,[...]. Nature 2014
6

Primary, Adaptive, and Acquired Resistance to Cancer Immunotherapy.
Padmanee Sharma, Siwen Hu-Lieskovan, Jennifer A Wargo, Antoni Ribas. Cell 2017
6

Multiplexed quantification of proteins and transcripts in single cells.
Vanessa M Peterson, Kelvin Xi Zhang, Namit Kumar, Jerelyn Wong, Lixia Li, Douglas C Wilson, Renee Moore, Terrill K McClanahan, Svetlana Sadekova, Joel A Klappenbach. Nat Biotechnol 2017
269
6

Single-Cell RNA-Seq Reveals AML Hierarchies Relevant to Disease Progression and Immunity.
Peter van Galen, Volker Hovestadt, Marc H Wadsworth Ii, Travis K Hughes, Gabriel K Griffin, Sofia Battaglia, Julia A Verga, Jason Stephansky, Timothy J Pastika, Jennifer Lombardi Story,[...]. Cell 2019
181
6

Reversed graph embedding resolves complex single-cell trajectories.
Xiaojie Qiu, Qi Mao, Ying Tang, Li Wang, Raghav Chawla, Hannah A Pliner, Cole Trapnell. Nat Methods 2017
664
6


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.