Literature DB >> 32324494

Single Cell RNA Sequencing in Atherosclerosis Research.

Jesse W Williams1,2, Holger Winkels3, Christopher P Durant3, Konstantin Zaitsev4, Yanal Ghosheh3, Klaus Ley3,5.   

Abstract

Technological advances in characterizing molecular heterogeneity at the single cell level have ushered in a deeper understanding of the biological diversity of cells present in tissues including atherosclerotic plaques. New subsets of cells have been discovered among cell types previously considered homogenous. The commercial availability of systems to obtain transcriptomes and matching surface phenotypes from thousands of single cells is rapidly changing our understanding of cell types and lineage identity. Emerging methods to infer cellular functions are beginning to shed new light on the interplay of components involved in multifaceted disease responses, like atherosclerosis. Here, we provide a technical guide for design, implementation, assembly, and interpretations of current single cell transcriptomics approaches from the perspective of employing these tools for advancing cardiovascular disease research.

Entities:  

Keywords:  atherosclerosis; cardiovascular disease; immunology; phenotype; transcriptomic

Mesh:

Year:  2020        PMID: 32324494      PMCID: PMC7185048          DOI: 10.1161/CIRCRESAHA.119.315940

Source DB:  PubMed          Journal:  Circ Res        ISSN: 0009-7330            Impact factor:   17.367


  121 in total

1.  The sva package for removing batch effects and other unwanted variation in high-throughput experiments.

Authors:  Jeffrey T Leek; W Evan Johnson; Hilary S Parker; Andrew E Jaffe; John D Storey
Journal:  Bioinformatics       Date:  2012-01-17       Impact factor: 6.937

2.  Flow cytometry analysis of immune cells within murine aortas.

Authors:  Matthew J Butcher; Margo Herre; Klaus Ley; Elena Galkina
Journal:  J Vis Exp       Date:  2011-07-01       Impact factor: 1.355

3.  Full-length RNA-seq from single cells using Smart-seq2.

Authors:  Simone Picelli; Omid R Faridani; Asa K Björklund; Gösta Winberg; Sven Sagasser; Rickard Sandberg
Journal:  Nat Protoc       Date:  2014-01-02       Impact factor: 13.491

4.  RNA-sequencing from single nuclei.

Authors:  Rashel V Grindberg; Joyclyn L Yee-Greenbaum; Michael J McConnell; Mark Novotny; Andy L O'Shaughnessy; Georgina M Lambert; Marcos J Araúzo-Bravo; Jun Lee; Max Fishman; Gillian E Robbins; Xiaoying Lin; Pratap Venepally; Jonathan H Badger; David W Galbraith; Fred H Gage; Roger S Lasken
Journal:  Proc Natl Acad Sci U S A       Date:  2013-11-18       Impact factor: 11.205

5.  Antiinflammatory Therapy with Canakinumab for Atherosclerotic Disease.

Authors:  Paul M Ridker; Brendan M Everett; Tom Thuren; Jean G MacFadyen; William H Chang; Christie Ballantyne; Francisco Fonseca; Jose Nicolau; Wolfgang Koenig; Stefan D Anker; John J P Kastelein; Jan H Cornel; Prem Pais; Daniel Pella; Jacques Genest; Renata Cifkova; Alberto Lorenzatti; Tamas Forster; Zhanna Kobalava; Luminita Vida-Simiti; Marcus Flather; Hiroaki Shimokawa; Hisao Ogawa; Mikael Dellborg; Paulo R F Rossi; Roland P T Troquay; Peter Libby; Robert J Glynn
Journal:  N Engl J Med       Date:  2017-08-27       Impact factor: 91.245

6.  scmap: projection of single-cell RNA-seq data across data sets.

Authors:  Vladimir Yu Kiselev; Andrew Yiu; Martin Hemberg
Journal:  Nat Methods       Date:  2018-04-02       Impact factor: 28.547

7.  Specific and global regulation of mRNA stability during osmotic stress in Saccharomyces cerevisiae.

Authors:  Lorena Romero-Santacreu; Joaquín Moreno; José E Pérez-Ortín; Paula Alepuz
Journal:  RNA       Date:  2009-04-15       Impact factor: 4.942

8.  Complete deconvolution of cellular mixtures based on linearity of transcriptional signatures.

Authors:  Konstantin Zaitsev; Monika Bambouskova; Amanda Swain; Maxim N Artyomov
Journal:  Nat Commun       Date:  2019-05-17       Impact factor: 14.919

9.  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

10.  Reference-based analysis of lung single-cell sequencing reveals a transitional profibrotic macrophage.

Authors:  Dvir Aran; Agnieszka P Looney; Leqian Liu; Esther Wu; Valerie Fong; Austin Hsu; Suzanna Chak; Ram P Naikawadi; Paul J Wolters; Adam R Abate; Atul J Butte; Mallar Bhattacharya
Journal:  Nat Immunol       Date:  2019-01-14       Impact factor: 25.606

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  36 in total

1.  How Far We Have Come, How Far We Have Yet to Go in Atherosclerosis Research.

Authors:  Peter Libby; Karin E Bornfeldt
Journal:  Circ Res       Date:  2020-04-23       Impact factor: 17.367

2.  Survey of Approaches for Investigation of Atherosclerosis In Vivo.

Authors:  Dipak P Ramji; Yee-Hung Chan; Alaa Alahmadi; Reem Alotibi; Nouf Alshehri
Journal:  Methods Mol Biol       Date:  2022

3.  Laser Capture Microdissection-Based mRNA Expression Microarrays and Single-Cell RNA Sequencing in Atherosclerosis Research.

Authors:  Andreas Habenicht; Changjun Yin; Xi Zhang; Zhihua Wang; Chuankai Zhang; Yutao Li; Shu Lu; Sabine Steffens; Sarajo Mohanta; Christian Weber
Journal:  Methods Mol Biol       Date:  2022

Review 4.  Meta-Analysis of Leukocyte Diversity in Atherosclerotic Mouse Aortas.

Authors:  Alma Zernecke; Holger Winkels; Clément Cochain; Jesse W Williams; Dennis Wolf; Oliver Soehnlein; Clint S Robbins; Claudia Monaco; Inhye Park; Coleen A McNamara; Christoph J Binder; Myron I Cybulsky; Corey A Scipione; Catherine C Hedrick; Elena V Galkina; Tin Kyaw; Yanal Ghosheh; Huy Q Dinh; Klaus Ley
Journal:  Circ Res       Date:  2020-07-16       Impact factor: 17.367

Review 5.  Long Noncoding RNAs in Atherosclerosis and Vascular Injury: Pathobiology, Biomarkers, and Targets for Therapy.

Authors:  Jacob B Pierce; Mark W Feinberg
Journal:  Arterioscler Thromb Vasc Biol       Date:  2020-07-23       Impact factor: 8.311

Review 6.  Harnessing Single-Cell RNA Sequencing to Better Understand How Diseased Cells Behave the Way They Do in Cardiovascular Disease.

Authors:  Farwah Iqbal; Adrien Lupieri; Masanori Aikawa; Elena Aikawa
Journal:  Arterioscler Thromb Vasc Biol       Date:  2020-12-17       Impact factor: 8.311

Review 7.  How Single-Cell Technologies Have Provided New Insights Into Atherosclerosis.

Authors:  Natalia Eberhardt; Chiara Giannarelli
Journal:  Arterioscler Thromb Vasc Biol       Date:  2022-02-03       Impact factor: 8.311

Review 8.  Heterogeneity of immune cells in human atherosclerosis revealed by scRNA-Seq.

Authors:  Jenifer Vallejo; Clément Cochain; Alma Zernecke; Klaus Ley
Journal:  Cardiovasc Res       Date:  2021-11-22       Impact factor: 10.787

Review 9.  Effects of fatty acids on T cell function: role in atherosclerosis.

Authors:  Nathalie A Reilly; Esther Lutgens; Johan Kuiper; Bastiaan T Heijmans; J Wouter Jukema
Journal:  Nat Rev Cardiol       Date:  2021-07-12       Impact factor: 32.419

10.  LncRNA-TCONS_00034812 is upregulated in atherosclerosis and upregulates miR-21 through methylation in vascular smooth muscle cells.

Authors:  Dongsheng Lin; Xian Zhang; Chiyuan Zhang; Qiao Jin; Luping Jiang
Journal:  Ann Transl Med       Date:  2021-06
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