Literature DB >> 31294801

Single-Cell Signature Explorer for comprehensive visualization of single cell signatures across scRNA-seq datasets.

Frédéric Pont1,2,3,4,5,6,7, Marie Tosolini1,2,3,4,5,6,7, Jean J Fournié1,2,3,4,5,6,7.   

Abstract

The momentum of scRNA-seq datasets prompts for simple and powerful tools exploring their meaningful signatures. Here we present Single-Cell_Signature_Explorer (https://sites.google.com/site/fredsoftwares/products/single-cell-signature-explorer), the first method for qualitative and high-throughput scoring of any gene set-based signature at the single cell level and its visualization using t-SNE or UMAP. By scanning datasets for single or combined signatures, it rapidly maps any multi-gene feature, exemplified here with signatures of cell lineages, biological hallmarks and metabolic pathways in large scRNAseq datasets of human PBMC, melanoma, lung cancer and adult testis.
© The Author(s) 2019. Published by Oxford University Press on behalf of Nucleic Acids Research.

Entities:  

Mesh:

Substances:

Year:  2019        PMID: 31294801      PMCID: PMC6868346          DOI: 10.1093/nar/gkz601

Source DB:  PubMed          Journal:  Nucleic Acids Res        ISSN: 0305-1048            Impact factor:   16.971


  24 in total

1.  Validation of noise models for single-cell transcriptomics.

Authors:  Dominic Grün; Lennart Kester; Alexander van Oudenaarden
Journal:  Nat Methods       Date:  2014-04-20       Impact factor: 28.547

2.  Large-scale microarray profiling reveals four stages of immune escape in non-Hodgkin lymphomas.

Authors:  Marie Tosolini; Christelle Algans; Frédéric Pont; Bernard Ycart; Jean-Jacques Fournié
Journal:  Oncoimmunology       Date:  2016-05-19       Impact factor: 8.110

3.  Integrating single-cell transcriptomic data across different conditions, technologies, and species.

Authors:  Andrew Butler; Paul Hoffman; Peter Smibert; Efthymia Papalexi; Rahul Satija
Journal:  Nat Biotechnol       Date:  2018-04-02       Impact factor: 54.908

4.  Dysfunctional CD8 T Cells Form a Proliferative, Dynamically Regulated Compartment within Human Melanoma.

Authors:  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; Hugo M Horlings; Eyal David; Yael Baran; Akhiad Bercovich; Aviezer Lifshitz; Ton N Schumacher; Amos Tanay; Ido Amit
Journal:  Cell       Date:  2018-12-27       Impact factor: 41.582

5.  Single-cell mRNA quantification and differential analysis with Census.

Authors:  Xiaojie Qiu; Andrew Hill; Jonathan Packer; Dejun Lin; Yi-An Ma; Cole Trapnell
Journal:  Nat Methods       Date:  2017-01-23       Impact factor: 28.547

6.  SCnorm: robust normalization of single-cell RNA-seq data.

Authors:  Rhonda Bacher; Li-Fang Chu; Ning Leng; Audrey P Gasch; James A Thomson; Ron M Stewart; Michael Newton; Christina Kendziorski
Journal:  Nat Methods       Date:  2017-04-17       Impact factor: 28.547

7.  Simultaneous epitope and transcriptome measurement in single cells.

Authors:  Marlon Stoeckius; Christoph Hafemeister; William Stephenson; Brian Houck-Loomis; Pratip K Chattopadhyay; Harold Swerdlow; Rahul Satija; Peter Smibert
Journal:  Nat Methods       Date:  2017-07-31       Impact factor: 28.547

8.  Deep generative modeling for single-cell transcriptomics.

Authors:  Romain Lopez; Jeffrey Regier; Michael B Cole; Michael I Jordan; Nir Yosef
Journal:  Nat Methods       Date:  2018-11-30       Impact factor: 28.547

9.  The Human Cell Atlas.

Authors:  Aviv Regev; Sarah A Teichmann; Eric S Lander; Ido Amit; Christophe Benoist; Ewan Birney; Bernd Bodenmiller; Peter Campbell; Piero Carninci; Menna Clatworthy; Hans Clevers; Bart Deplancke; Ian Dunham; James Eberwine; Roland Eils; Wolfgang Enard; Andrew Farmer; Lars Fugger; Berthold Göttgens; Nir Hacohen; Muzlifah Haniffa; Martin Hemberg; Seung Kim; Paul Klenerman; Arnold Kriegstein; Ed Lein; Sten Linnarsson; Emma Lundberg; Joakim Lundeberg; Partha Majumder; John C Marioni; Miriam Merad; Musa Mhlanga; Martijn Nawijn; Mihai Netea; Garry Nolan; Dana Pe'er; Anthony Phillipakis; Chris P Ponting; Stephen Quake; Wolf Reik; Orit Rozenblatt-Rosen; Joshua Sanes; Rahul Satija; Ton N Schumacher; Alex Shalek; Ehud Shapiro; Padmanee Sharma; Jay W Shin; Oliver Stegle; Michael Stratton; Michael J T Stubbington; Fabian J Theis; Matthias Uhlen; Alexander van Oudenaarden; Allon Wagner; Fiona Watt; Jonathan Weissman; Barbara Wold; Ramnik Xavier; Nir Yosef
Journal:  Elife       Date:  2017-12-05       Impact factor: 8.140

10.  SCENIC: single-cell regulatory network inference and clustering.

Authors:  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; Joost van den Oord; Zeynep Kalender Atak; Jasper Wouters; Stein Aerts
Journal:  Nat Methods       Date:  2017-10-09       Impact factor: 28.547

View more
  34 in total

1.  Spatial proteogenomics reveals distinct and evolutionarily conserved hepatic macrophage niches.

Authors:  Martin Guilliams; Johnny Bonnardel; Birthe Haest; Bart Vanderborght; Camille Wagner; Anneleen Remmerie; Anna Bujko; Liesbet Martens; Tinne Thoné; Robin Browaeys; Federico F De Ponti; Bavo Vanneste; Christian Zwicker; Freya R Svedberg; Tineke Vanhalewyn; Amanda Gonçalves; Saskia Lippens; Bert Devriendt; Eric Cox; Giuliano Ferrero; Valerie Wittamer; Andy Willaert; Suzanne J F Kaptein; Johan Neyts; Kai Dallmeier; Peter Geldhof; Stijn Casaert; Bart Deplancke; Peter Ten Dijke; Anne Hoorens; Aude Vanlander; Frederik Berrevoet; Yves Van Nieuwenhove; Yvan Saeys; Wouter Saelens; Hans Van Vlierberghe; Lindsey Devisscher; Charlotte L Scott
Journal:  Cell       Date:  2022-01-11       Impact factor: 41.582

2.  Mitochondrial inhibitors circumvent adaptive resistance to venetoclax and cytarabine combination therapy in acute myeloid leukemia.

Authors:  Lucille Stuani; Carine Joffre; Claudie Bosc; Estelle Saland; Aurélie Bousard; Noémie Gadaud; Marie Sabatier; Guillaume Cognet; Thomas Farge; Emeline Boet; Mathilde Gotanègre; Nesrine Aroua; Pierre-Luc Mouchel; Nathaniel Polley; Clément Larrue; Eléonore Kaphan; Muriel Picard; Ambrine Sahal; Latifa Jarrou; Marie Tosolini; Florian Rambow; Florence Cabon; Nathalie Nicot; Laura Poillet-Perez; Yujue Wang; Xiaoyang Su; Quentin Fovez; Jérôme Kluza; Rafael José Argüello; Céline Mazzotti; Hervé Avet-Loiseau; François Vergez; Jérôme Tamburini; Jean-Jacques Fournié; Ing S Tiong; Andrew H Wei; Tony Kaoma; Jean-Christophe Marine; Christian Récher; Jean-Emmanuel Sarry
Journal:  Nat Cancer       Date:  2021-11-11

3.  Signature-scoring methods developed for bulk samples are not adequate for cancer single-cell RNA sequencing data.

Authors:  Nighat Noureen; Zhenqing Ye; Yidong Chen; Xiaojing Wang; Siyuan Zheng
Journal:  Elife       Date:  2022-02-25       Impact factor: 8.140

4.  Single-Cell Characterization of the Immune Microenvironment of Melanoma Brain and Leptomeningeal Metastases.

Authors:  Inna Smalley; Zhihua Chen; Manali Phadke; Jiannong Li; Xiaoqing Yu; Clayton Wyatt; Brittany Evernden; Jane L Messina; Amod Sarnaik; Vernon K Sondak; Chaomei Zhang; Vincent Law; Nam Tran; Arnold Etame; Robert J B Macaulay; Zeynep Eroglu; Peter A Forsyth; Paulo C Rodriguez; Y Ann Chen; Keiran S M Smalley
Journal:  Clin Cancer Res       Date:  2021-05-25       Impact factor: 12.531

5.  Targeted Therapy Given after Anti-PD-1 Leads to Prolonged Responses in Mouse Melanoma Models through Sustained Antitumor Immunity.

Authors:  Manali S Phadke; Zhihua Chen; Jiannong Li; Eslam Mohamed; Michael A Davies; Inna Smalley; Derek R Duckett; Vinayak Palve; Brian J Czerniecki; Peter A Forsyth; David Noyes; Dennis O Adeegbe; Zeynep Eroglu; Kimberly T Nguyen; Kenneth Y Tsai; Uwe Rix; Christin E Burd; Yian A Chen; Paulo C Rodriguez; Keiran S M Smalley
Journal:  Cancer Immunol Res       Date:  2021-03-02       Impact factor: 12.020

6.  ZipSeq: barcoding for real-time mapping of single cell transcriptomes.

Authors:  Kenneth H Hu; John P Eichorst; Chris S McGinnis; David M Patterson; Eric D Chow; Kelly Kersten; Stephen C Jameson; Zev J Gartner; Arjun A Rao; Matthew F Krummel
Journal:  Nat Methods       Date:  2020-07-06       Impact factor: 47.990

7.  Mammary cell gene expression atlas links epithelial cell remodeling events to breast carcinogenesis.

Authors:  Kohei Saeki; Gregory Chang; Noriko Kanaya; Xiwei Wu; Jinhui Wang; Lauren Bernal; Desiree Ha; Susan L Neuhausen; Shiuan Chen
Journal:  Commun Biol       Date:  2021-06-02

8.  MYCN-induced nucleolar stress drives an early senescence-like transcriptional program in hTERT-immortalized RPE cells.

Authors:  Bieke Decaesteker; Winnok H De Vos; Sofia Zanotti; Suzanne Vanhauwaert; Christophe Van Neste; Volodimir Olexiouk; Jolien Van Laere; Marlies Verschuuren; Joni Van der Meulen; Liselot M Mus; Kaat Durinck; Laurentijn Tilleman; Dieter Deforce; Filip Van Nieuwerburgh; Michael D Hogarty; Frank Speleman
Journal:  Sci Rep       Date:  2021-07-14       Impact factor: 4.379

9.  A human circulating immune cell landscape in aging and COVID-19.

Authors:  Yingfeng Zheng; Xiuxing Liu; Wenqing Le; Lihui Xie; He Li; Wen Wen; Si Wang; Hongyang Wang; Guang-Hui Liu; Shuai Ma; Zhaohao Huang; Jinguo Ye; Wen Shi; Yanxia Ye; Zunpeng Liu; Moshi Song; Weiqi Zhang; Jing-Dong J Han; Juan Carlos Izpisua Belmonte; Chuanle Xiao; Jing Qu; Wenru Su
Journal:  Protein Cell       Date:  2020-08-11       Impact factor: 14.870

10.  Association of CXCR6 with COVID-19 severity: delineating the host genetic factors in transcriptomic regulation.

Authors:  Yulin Dai; Junke Wang; Hyun-Hwan Jeong; Wenhao Chen; Peilin Jia; Zhongming Zhao
Journal:  Hum Genet       Date:  2021-06-21       Impact factor: 4.132

View more

北京卡尤迪生物科技股份有限公司 © 2022-2023.