Literature DB >> 31209384

MULTI-seq: sample multiplexing for single-cell RNA sequencing using lipid-tagged indices.

Christopher S McGinnis1, David M Patterson1, Juliane Winkler2, Daniel N Conrad1, Marco Y Hein3,4, Vasudha Srivastava1, Jennifer L Hu1, Lyndsay M Murrow1, Jonathan S Weissman3,4, Zena Werb2,5, Eric D Chow6,7, Zev J Gartner8,9,10,11.   

Abstract

Sample multiplexing facilitates scRNA-seq by reducing costs and identifying artifacts such as cell doublets. However, universal and scalable sample barcoding strategies have not been described. We therefore developed MULTI-seq: multiplexing using lipid-tagged indices for single-cell and single-nucleus RNA sequencing. MULTI-seq reagents can barcode any cell type or nucleus from any species with an accessible plasma membrane. The method involves minimal sample processing, thereby preserving cell viability and endogenous gene expression patterns. When cells are classified into sample groups using MULTI-seq barcode abundances, data quality is improved through doublet identification and recovery of cells with low RNA content that would otherwise be discarded by standard quality-control workflows. We use MULTI-seq to track the dynamics of T-cell activation, perform a 96-plex perturbation experiment with primary human mammary epithelial cells and multiplex cryopreserved tumors and metastatic sites isolated from a patient-derived xenograft mouse model of triple-negative breast cancer.

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Year:  2019        PMID: 31209384      PMCID: PMC6837808          DOI: 10.1038/s41592-019-0433-8

Source DB:  PubMed          Journal:  Nat Methods        ISSN: 1548-7091            Impact factor:   28.547


  55 in total

1.  Tumor grafts derived from women with breast cancer authentically reflect tumor pathology, growth, metastasis and disease outcomes.

Authors:  Yoko S DeRose; Guoying Wang; Yi-Chun Lin; Philip S Bernard; Saundra S Buys; Mark T W Ebbert; Rachel Factor; Cindy Matsen; Brett A Milash; Edward Nelson; Leigh Neumayer; R Lor Randall; Inge J Stijleman; Bryan E Welm; Alana L Welm
Journal:  Nat Med       Date:  2011-10-23       Impact factor: 53.440

2.  Highly Parallel Genome-wide Expression Profiling of Individual Cells Using Nanoliter Droplets.

Authors:  Evan Z Macosko; Anindita Basu; Rahul Satija; James Nemesh; Karthik Shekhar; Melissa Goldman; Itay Tirosh; Allison R Bialas; Nolan Kamitaki; Emily M Martersteck; John J Trombetta; David A Weitz; Joshua R Sanes; Alex K Shalek; Aviv Regev; Steven A McCarroll
Journal:  Cell       Date:  2015-05-21       Impact factor: 41.582

3.  Pulmonary alveolar macrophages contribute to the premetastatic niche by suppressing antitumor T cell responses in the lungs.

Authors:  Sharad K Sharma; Navin K Chintala; Surya Kumari Vadrevu; Jalpa Patel; Magdalena Karbowniczek; Maciej M Markiewski
Journal:  J Immunol       Date:  2015-04-24       Impact factor: 5.422

4.  Aberrant luminal progenitors as the candidate target population for basal tumor development in BRCA1 mutation carriers.

Authors:  Elgene Lim; François Vaillant; Di Wu; Natasha C Forrest; Bhupinder Pal; Adam H Hart; Marie-Liesse Asselin-Labat; David E Gyorki; Teresa Ward; Audrey Partanen; Frank Feleppa; Lily I Huschtscha; Heather J Thorne; Stephen B Fox; Max Yan; Juliet D French; Melissa A Brown; Gordon K Smyth; Jane E Visvader; Geoffrey J Lindeman
Journal:  Nat Med       Date:  2009-08-02       Impact factor: 53.440

5.  Massively parallel digital transcriptional profiling of single cells.

Authors:  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; Mark T Gregory; Joe Shuga; Luz Montesclaros; Jason G Underwood; Donald A Masquelier; Stefanie Y Nishimura; Michael Schnall-Levin; Paul W Wyatt; Christopher M Hindson; Rajiv Bharadwaj; Alexander Wong; Kevin D Ness; Lan W Beppu; H Joachim Deeg; Christopher McFarland; Keith R Loeb; William J Valente; Nolan G Ericson; Emily A Stevens; Jerald P Radich; Tarjei S Mikkelsen; Benjamin J Hindson; Jason H Bielas
Journal:  Nat Commun       Date:  2017-01-16       Impact factor: 14.919

6.  Cell Hashing with barcoded antibodies enables multiplexing and doublet detection for single cell genomics.

Authors:  Marlon Stoeckius; Shiwei Zheng; Brian Houck-Loomis; Stephanie Hao; Bertrand Z Yeung; William M Mauck; Peter Smibert; Rahul Satija
Journal:  Genome Biol       Date:  2018-12-19       Impact factor: 13.583

7.  Nuclei multiplexing with barcoded antibodies for single-nucleus genomics.

Authors:  Jellert T Gaublomme; Bo Li; Cristin McCabe; Abigail Knecht; Yiming Yang; Eugene Drokhlyansky; Nicholas Van Wittenberghe; Julia Waldman; Danielle Dionne; Lan Nguyen; Philip L De Jager; Bertrand Yeung; Xinfang Zhao; Naomi Habib; Orit Rozenblatt-Rosen; Aviv Regev
Journal:  Nat Commun       Date:  2019-07-02       Impact factor: 14.919

8.  ShortRead: a bioconductor package for input, quality assessment and exploration of high-throughput sequence data.

Authors:  Martin Morgan; Simon Anders; Michael Lawrence; Patrick Aboyoun; Hervé Pagès; Robert Gentleman
Journal:  Bioinformatics       Date:  2009-08-03       Impact factor: 6.937

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.  Monocytes Differentiate to Immune Suppressive Precursors of Metastasis-Associated Macrophages in Mouse Models of Metastatic Breast Cancer.

Authors:  Takanori Kitamura; Dahlia Doughty-Shenton; Luca Cassetta; Stamatina Fragkogianni; Demi Brownlie; Yu Kato; Neil Carragher; Jeffrey W Pollard
Journal:  Front Immunol       Date:  2018-01-17       Impact factor: 7.561

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  107 in total

Review 1.  Single Cell RNA Sequencing in Atherosclerosis Research.

Authors:  Jesse W Williams; Holger Winkels; Christopher P Durant; Konstantin Zaitsev; Yanal Ghosheh; Klaus Ley
Journal:  Circ Res       Date:  2020-04-23       Impact factor: 17.367

2.  Lipid-Oligonucleotide Conjugates for Simple and Efficient Cell Membrane Engineering and Bioanalysis.

Authors:  Bin Zhao; Qian Tian; Yousef Bagheri; Mingxu You
Journal:  Curr Opin Biomed Eng       Date:  2019-12-27

Review 3.  Preparation of single-cell suspensions of mouse glomeruli for high-throughput analysis.

Authors:  Ben Korin; Jun-Jae Chung; Shimrit Avraham; Andrey S Shaw
Journal:  Nat Protoc       Date:  2021-07-19       Impact factor: 13.491

Review 4.  Integrating single-cell and spatial transcriptomics to elucidate intercellular tissue dynamics.

Authors:  Sophia K Longo; Margaret G Guo; Andrew L Ji; Paul A Khavari
Journal:  Nat Rev Genet       Date:  2021-06-18       Impact factor: 53.242

Review 5.  Single-Cell Techniques and Deep Learning in Predicting Drug Response.

Authors:  Zhenyu Wu; Patrick J Lawrence; Anjun Ma; Jian Zhu; Dong Xu; Qin Ma
Journal:  Trends Pharmacol Sci       Date:  2020-11-02       Impact factor: 14.819

6.  Benchmarking single-cell RNA-sequencing protocols for cell atlas projects.

Authors:  Elisabetta Mereu; Atefeh Lafzi; Catia Moutinho; Christoph Ziegenhain; Davis J McCarthy; Adrián Álvarez-Varela; Eduard Batlle; Dominic Grün; Julia K Lau; Stéphane C Boutet; Chad Sanada; Aik Ooi; Robert C Jones; Kelly Kaihara; Chris Brampton; Yasha Talaga; Yohei Sasagawa; Kaori Tanaka; Tetsutaro Hayashi; Caroline Braeuning; Cornelius Fischer; Sascha Sauer; Timo Trefzer; Christian Conrad; Xian Adiconis; Lan T Nguyen; Aviv Regev; Joshua Z Levin; Swati Parekh; Aleksandar Janjic; Lucas E Wange; Johannes W Bagnoli; Wolfgang Enard; Marta Gut; Rickard Sandberg; Itoshi Nikaido; Ivo Gut; Oliver Stegle; Holger Heyn
Journal:  Nat Biotechnol       Date:  2020-04-06       Impact factor: 54.908

7.  Single-cell RNA-seq clustering: datasets, models, and algorithms.

Authors:  Lihong Peng; Xiongfei Tian; Geng Tian; Junlin Xu; Xin Huang; Yanbin Weng; Jialiang Yang; Liqian Zhou
Journal:  RNA Biol       Date:  2020-03-01       Impact factor: 4.652

Review 8.  Tools and Concepts for Interrogating and Defining Cellular Identity.

Authors:  Kara L McKinley; David Castillo-Azofeifa; Ophir D Klein
Journal:  Cell Stem Cell       Date:  2020-05-07       Impact factor: 24.633

9.  The promise of single-cell mechanophenotyping for clinical applications.

Authors:  Molly Kozminsky; Lydia L Sohn
Journal:  Biomicrofluidics       Date:  2020-06-09       Impact factor: 2.800

10.  Dissecting heterogeneous cell populations across drug and disease conditions with PopAlign.

Authors:  Sisi Chen; Paul Rivaud; Jong H Park; Tiffany Tsou; Emeric Charles; John R Haliburton; Flavia Pichiorri; Matt Thomson
Journal:  Proc Natl Acad Sci U S A       Date:  2020-10-30       Impact factor: 11.205

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