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: 1406







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



Times Cited
  Times     Co-cited
Similarity


Integrating single-cell transcriptomic data across different conditions, technologies, and species.
Andrew Butler, Paul Hoffman, Peter Smibert, Efthymia Papalexi, Rahul Satija. Nat Biotechnol 2018
25

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
20

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
628
19

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
17

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
17

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
15

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

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

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
512
12

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
448
11

Moderated estimation of fold change and dispersion for RNA-seq data with DESeq2.
Michael I Love, Wolfgang Huber, Simon Anders. Genome Biol 2014
11

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
337
10

Hallmarks of cancer: the next generation.
Douglas Hanahan, Robert A Weinberg. Cell 2011
10

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
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
413
10

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
312
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
416
9

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
337
9

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
821
9

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
657
8

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
181
8

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
258
8

clusterProfiler: an R package for comparing biological themes among gene clusters.
Guangchuang Yu, Li-Gen Wang, Yanyan Han, Qing-Yu He. OMICS 2012
8

mRNA-Seq whole-transcriptome analysis of a single cell.
Fuchou Tang, Catalin Barbacioru, Yangzhou Wang, Ellen Nordman, Clarence Lee, Nanlan Xu, Xiaohui Wang, John Bodeau, Brian B Tuch, Asim Siddiqui,[...]. Nat Methods 2009
8

Primary, Adaptive, and Acquired Resistance to Cancer Immunotherapy.
Padmanee Sharma, Siwen Hu-Lieskovan, Jennifer A Wargo, Antoni Ribas. Cell 2017
7

A melanoma cell state distinction influences sensitivity to MAPK pathway inhibitors.
David J Konieczkowski, Cory M Johannessen, Omar Abudayyeh, Jong Wook Kim, Zachary A Cooper, Adriano Piris, Dennie T Frederick, Michal Barzily-Rokni, Ravid Straussman, Rizwan Haq,[...]. Cancer Discov 2014
288
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

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
320
7

Single-cell analysis resolves the cell state transition and signaling dynamics associated with melanoma drug-induced resistance.
Yapeng Su, Wei Wei, Lidia Robert, Min Xue, Jennifer Tsoi, Angel Garcia-Diaz, Blanca Homet Moreno, Jungwoo Kim, Rachel H Ng, Jihoon W Lee,[...]. Proc Natl Acad Sci U S A 2017
84
8

Tumor-associated macrophages: from mechanisms to therapy.
Roy Noy, Jeffrey W Pollard. Immunity 2014
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
673
7

A Cancer Cell Program Promotes T Cell Exclusion and Resistance to Checkpoint Blockade.
Livnat Jerby-Arnon, Parin Shah, Michael S Cuoco, Christopher Rodman, Mei-Ju Su, Johannes C Melms, Rachel Leeson, Abhay Kanodia, Shaolin Mei, Jia-Ren Lin,[...]. Cell 2018
323
7

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
744
7

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
7

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
631
7

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
397
7

From Louvain to Leiden: guaranteeing well-connected communities.
V A Traag, L Waltman, N J van Eck. Sci Rep 2019
259
7

Chemoresistance Evolution in Triple-Negative Breast Cancer Delineated by Single-Cell Sequencing.
Charissa Kim, Ruli Gao, Emi Sei, Rachel Brandt, Johan Hartman, Thomas Hatschek, Nicola Crosetto, Theodoros Foukakis, Nicholas E Navin. Cell 2018
295
7


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

Genomic correlates of response to CTLA-4 blockade in metastatic melanoma.
Eliezer M Van Allen, Diana Miao, Bastian Schilling, Sachet A Shukla, Christian Blank, Lisa Zimmer, Antje Sucker, Uwe Hillen, Marnix H Geukes Foppen, Simone M Goldinger,[...]. Science 2015
6

The future of immune checkpoint therapy.
Padmanee Sharma, James P Allison. Science 2015
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
205
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
6

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
226
6

Single-Cell Analyses Inform Mechanisms of Myeloid-Targeted Therapies in Colon Cancer.
Lei Zhang, Ziyi Li, Katarzyna M Skrzypczynska, Qiao Fang, Wei Zhang, Sarah A O'Brien, Yao He, Lynn Wang, Qiming Zhang, Aeryon Kim,[...]. Cell 2020
118
6

Multi-stage Differentiation Defines Melanoma Subtypes with Differential Vulnerability to Drug-Induced Iron-Dependent Oxidative Stress.
Jennifer Tsoi, Lidia Robert, Kim Paraiso, Carlos Galvan, Katherine M Sheu, Johnson Lay, Deborah J L Wong, Mohammad Atefi, Roksana Shirazi, Xiaoyan Wang,[...]. Cancer Cell 2018
193
6

Exponential scaling of single-cell RNA-seq in the past decade.
Valentine Svensson, Roser Vento-Tormo, Sarah A Teichmann. Nat Protoc 2018
244
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.