Literature DB >> 34262050

Single-cell microRNA sequencing method comparison and application to cell lines and circulating lung tumor cells.

Sarah M Hücker1, Tobias Fehlmann2, Christian Werno1, Kathrin Weidele1, Florian Lüke1,3, Anke Schlenska-Lange4, Christoph A Klein1,5, Andreas Keller2,6,7, Stefan Kirsch8.   

Abstract

Molecular single cell analyses provide insights into physiological and pathological processes. Here, in a stepwise approach, we first evaluate 19 protocols for single cell small RNA sequencing on MCF7 cells spiked with 1 pg of 1,006 miRNAs. Second, we analyze MCF7 single cell equivalents of the eight best protocols. Third, we sequence single cells from eight different cell lines and 67 circulating tumor cells (CTCs) from seven SCLC patients. Altogether, we analyze 244 different samples. We observe high reproducibility within protocols and reads covered a broad spectrum of RNAs. For the 67 CTCs, we detect a median of 68 miRNAs, with 10 miRNAs being expressed in 90% of tested cells. Enrichment analysis suggested the lung as the most likely organ of origin and enrichment of cancer-related categories. Even the identification of non-annotated candidate miRNAs was feasible, underlining the potential of single cell small RNA sequencing.
© 2021. The Author(s).

Entities:  

Year:  2021        PMID: 34262050     DOI: 10.1038/s41467-021-24611-w

Source DB:  PubMed          Journal:  Nat Commun        ISSN: 2041-1723            Impact factor:   14.919


  40 in total

1.  Laboratory controls--an FDA investigator's viewpoint.

Authors:  H L Avallone
Journal:  J Parenter Sci Technol       Date:  1986 Sep-Oct

Review 2.  MicroRNAs in cancer.

Authors:  Gianpiero Di Leva; Michela Garofalo; Carlo M Croce
Journal:  Annu Rev Pathol       Date:  2013-09-25       Impact factor: 23.472

3.  An estimate of the total number of true human miRNAs.

Authors:  Julia Alles; Tobias Fehlmann; Ulrike Fischer; Christina Backes; Valentina Galata; Marie Minet; Martin Hart; Masood Abu-Halima; Friedrich A Grässer; Hans-Peter Lenhof; Andreas Keller; Eckart Meese
Journal:  Nucleic Acids Res       Date:  2019-04-23       Impact factor: 16.971

4.  Bias in ligation-based small RNA sequencing library construction is determined by adaptor and RNA structure.

Authors:  Ryan T Fuchs; Zhiyi Sun; Fanglei Zhuang; G Brett Robb
Journal:  PLoS One       Date:  2015-05-05       Impact factor: 3.240

5.  Systematic comparison of small RNA library preparation protocols for next-generation sequencing.

Authors:  Cloelia Dard-Dascot; Delphine Naquin; Yves d'Aubenton-Carafa; Karine Alix; Claude Thermes; Erwin van Dijk
Journal:  BMC Genomics       Date:  2018-02-05       Impact factor: 3.969

6.  Decreasing miRNA sequencing bias using a single adapter and circularization approach.

Authors:  Sergio Barberán-Soler; Jenny M Vo; Ryan E Hogans; Anne Dallas; Brian H Johnston; Sergei A Kazakov
Journal:  Genome Biol       Date:  2018-09-03       Impact factor: 13.583

7.  Comprehensive assessment of multiple biases in small RNA sequencing reveals significant differences in the performance of widely used methods.

Authors:  Carrie Wright; Anandita Rajpurohit; Emily E Burke; Courtney Williams; Leonardo Collado-Torres; Martha Kimos; Nicholas J Brandon; Alan J Cross; Andrew E Jaffe; Daniel R Weinberger; Joo Heon Shin
Journal:  BMC Genomics       Date:  2019-06-21       Impact factor: 3.969

8.  miRBase: from microRNA sequences to function.

Authors:  Ana Kozomara; Maria Birgaoanu; Sam Griffiths-Jones
Journal:  Nucleic Acids Res       Date:  2019-01-08       Impact factor: 16.971

9.  Systematic assessment of commercially available low-input miRNA library preparation kits.

Authors:  Fatima Heinicke; Xiangfu Zhong; Manuela Zucknick; Johannes Breidenbach; Arvind Y M Sundaram; Siri T Flåm; Magnus Leithaug; Marianne Dalland; Andrew Farmer; Jordana M Henderson; Melanie A Hussong; Pamela Moll; Loan Nguyen; Amanda McNulty; Jonathan M Shaffer; Sabrina Shore; Hoichong Karen Yip; Jana Vitkovska; Simon Rayner; Benedicte A Lie; Gregor D Gilfillan
Journal:  RNA Biol       Date:  2019-09-27       Impact factor: 4.652

10.  Comprehensive multi-center assessment of small RNA-seq methods for quantitative miRNA profiling.

Authors:  Maria D Giraldez; Ryan M Spengler; Alton Etheridge; Paula M Godoy; Andrea J Barczak; Srimeenakshi Srinivasan; Peter L De Hoff; Kahraman Tanriverdi; Amanda Courtright; Shulin Lu; Joseph Khoory; Renee Rubio; David Baxter; Tom A P Driedonks; Henk P J Buermans; Esther N M Nolte-'t Hoen; Hui Jiang; Kai Wang; Ionita Ghiran; Yaoyu E Wang; Kendall Van Keuren-Jensen; Jane E Freedman; Prescott G Woodruff; Louise C Laurent; David J Erle; David J Galas; Muneesh Tewari
Journal:  Nat Biotechnol       Date:  2018-07-16       Impact factor: 54.908

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  6 in total

Review 1.  Resources and Methods for the Analysis of MicroRNA Function in Drosophila.

Authors:  Sromana Mukherjee; Nicholas Sokol
Journal:  Methods Mol Biol       Date:  2022

2.  enrichMiR predicts functionally relevant microRNAs based on target collections.

Authors:  Michael Soutschek; Tomás Germade; Pierre-Luc Germain; Gerhard Schratt
Journal:  Nucleic Acids Res       Date:  2022-05-24       Impact factor: 19.160

Review 3.  MicroRNAs as therapeutic targets in cardiovascular disease.

Authors:  Bernhard Laggerbauer; Stefan Engelhardt
Journal:  J Clin Invest       Date:  2022-06-01       Impact factor: 19.456

4.  miRNATissueAtlas2: an update to the human miRNA tissue atlas.

Authors:  Andreas Keller; Laura Gröger; Thomas Tschernig; Jeffrey Solomon; Omar Laham; Nicholas Schaum; Viktoria Wagner; Fabian Kern; Georges Pierre Schmartz; Yongping Li; Adam Borcherding; Carola Meier; Tony Wyss-Coray; Eckart Meese; Tobias Fehlmann; Nicole Ludwig
Journal:  Nucleic Acids Res       Date:  2022-01-07       Impact factor: 16.971

Review 5.  MicroRNAs and Their Big Therapeutic Impacts: Delivery Strategies for Cancer Intervention.

Authors:  Charles Holjencin; Andrew Jakymiw
Journal:  Cells       Date:  2022-07-29       Impact factor: 7.666

6.  Postnatal developmental trajectory of sex-biased gene expression in the mouse pituitary gland.

Authors:  Huayun Hou; Cadia Chan; Kyoko E Yuki; Dustin Sokolowski; Anna Roy; Rihao Qu; Liis Uusküla-Reimand; Mariela Faykoo-Martinez; Matt Hudson; Christina Corre; Anna Goldenberg; Zhaolei Zhang; Mark R Palmert; Michael D Wilson
Journal:  Biol Sex Differ       Date:  2022-10-11       Impact factor: 8.811

  6 in total

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