Literature DB >> 35237997

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

Andreas Habenicht1,2, Changjun Yin3,4,5, Xi Zhang6, Zhihua Wang1, Chuankai Zhang1, Yutao Li1, Shu Lu1, Sabine Steffens1,2, Sarajo Mohanta1,2, Christian Weber1,2,7,8.   

Abstract

A major goal of methodologies related to large scale gene expression analyses is to initiate comprehensive information on transcript signatures in single cells within the tissue's anatomy. Until now, this could be achieved in a stepwise experimental approach: (1) identify the majority of transcripts in a single cell (single cell transcriptome); (2) provide information on transcripts on multiple cell subtypes in a complex sample (cell heterogeneity); and (3) give information on each cell's spatial location within the tissue (zonation transcriptomics). Such genetic information will allow construction of functionally relevant gene expression maps of single cells of a given anatomically defined tissue compartment and thus pave the way for subsequent analyses, including their epigenetic modifications. Until today these aims have not been achieved in the area of cardiovascular disease research though steps toward these goals become apparent: laser capture microdissection (LCM)-based mRNA expression microarrays of atherosclerotic plaques were applied to gain information on local gene expression changes during disease progression, providing limited spatial resolution. Moreover, while LCM-derived tissue RNA extracts have been shown to be highly sensitive and covers a range of 10-16,000 genes per array/small amount of RNA, its original promise to isolate single cells from a tissue section turned out not to be practicable because of the inherent contamination of the cell's RNA of interest with RNA from neighboring cells. Many shortcomings of LCM-based analyses have been overcome using single-cell RNA sequencing (scRNA-seq) technologies though scRNA-seq also has several limitations including low numbers of transcripts/cell and the complete loss of spatial information. Here, we describe a protocol toward combining advantages of both techniques while avoiding their flaws.
© 2022. The Author(s), under exclusive license to Springer Science+Business Media, LLC, part of Springer Nature.

Entities:  

Keywords:  Atherosclerosis; Gene ontology; LCM-based microarrays; single-cell RNA sequencing (scRNA-seq); Transcriptome

Mesh:

Substances:

Year:  2022        PMID: 35237997     DOI: 10.1007/978-1-0716-1924-7_43

Source DB:  PubMed          Journal:  Methods Mol Biol        ISSN: 1064-3745


  22 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.  Laser-capture microdissection.

Authors:  Virginia Espina; Julia D Wulfkuhle; Valerie S Calvert; Amy VanMeter; Weidong Zhou; George Coukos; David H Geho; Emanuel F Petricoin; Lance A Liotta
Journal:  Nat Protoc       Date:  2006       Impact factor: 13.491

Review 3.  RNA sequencing: the teenage years.

Authors:  Rory Stark; Marta Grzelak; James Hadfield
Journal:  Nat Rev Genet       Date:  2019-07-24       Impact factor: 53.242

Review 4.  Uncovering an Organ's Molecular Architecture at Single-Cell Resolution by Spatially Resolved Transcriptomics.

Authors:  Jie Liao; Xiaoyan Lu; Xin Shao; Ling Zhu; Xiaohui Fan
Journal:  Trends Biotechnol       Date:  2020-06-03       Impact factor: 19.536

5.  Laser-capture microdissection of hyperlipidemic/ApoE⁻/⁻ mouse aorta atherosclerosis.

Authors:  Michael Beer; Sandra Doepping; Markus Hildner; Gabriele Weber; Rolf Grabner; Desheng Hu; Sarajo Kumar Mohanta; Prasad Srikakulapu; Falk Weih; Andreas J R Habenicht
Journal:  Methods Mol Biol       Date:  2011

Review 6.  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

7.  mRNA-Seq whole-transcriptome analysis of a single cell.

Authors:  Fuchou Tang; Catalin Barbacioru; Yangzhou Wang; Ellen Nordman; Clarence Lee; Nanlan Xu; Xiaohui Wang; John Bodeau; Brian B Tuch; Asim Siddiqui; Kaiqin Lao; M Azim Surani
Journal:  Nat Methods       Date:  2009-04-06       Impact factor: 28.547

8.  Generation of Aorta Transcript Atlases of Wild-Type and Apolipoprotein E-null Mice by Laser Capture Microdissection-Based mRNA Expression Microarrays.

Authors:  Changjun Yin; Sarajo Mohanta; Zhe Ma; Christian Weber; Desheng Hu; Falk Weih; Andreas Habenicht
Journal:  Methods Mol Biol       Date:  2015

9.  Immuno-LCM: laser capture microdissection of immunostained frozen sections for mRNA analysis.

Authors:  F Fend; M R Emmert-Buck; R Chuaqui; K Cole; J Lee; L A Liotta; M Raffeld
Journal:  Am J Pathol       Date:  1999-01       Impact factor: 4.307

10.  Single-cell immune landscape of human atherosclerotic plaques.

Authors:  Dawn M Fernandez; Adeeb H Rahman; Nicolas F Fernandez; Aleksey Chudnovskiy; El-Ad David Amir; Letizia Amadori; Nayaab S Khan; Christine K Wong; Roza Shamailova; Christopher A Hill; Zichen Wang; Romain Remark; Jennifer R Li; Christian Pina; Christopher Faries; Ahmed J Awad; Noah Moss; Johan L M Bjorkegren; Seunghee Kim-Schulze; Sacha Gnjatic; Avi Ma'ayan; J Mocco; Peter Faries; Miriam Merad; Chiara Giannarelli
Journal:  Nat Med       Date:  2019-10-07       Impact factor: 53.440

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  1 in total

1.  The dawn has come for new therapeutics to treat atherosclerosis: Targeting neuroimmune cardiovascular interfaces in artery brain circuits.

Authors:  Sarajo Kumar Mohanta; Christian Weber; Changjun Yin; Andreas J R Habenicht
Journal:  Clin Transl Med       Date:  2022-09
  1 in total

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