Literature DB >> 16628209

High-throughput RNAi screening by time-lapse imaging of live human cells.

Beate Neumann1, Michael Held, Urban Liebel, Holger Erfle, Phill Rogers, Rainer Pepperkok, Jan Ellenberg.   

Abstract

RNA interference (RNAi) is a powerful tool to study gene function in cultured cells. Transfected cell microarrays in principle allow high-throughput phenotypic analysis after gene knockdown by microscopy. But bottlenecks in imaging and data analysis have limited such high-content screens to endpoint assays in fixed cells and determination of global parameters such as viability. Here we have overcome these limitations and developed an automated platform for high-content RNAi screening by time-lapse fluorescence microscopy of live HeLa cells expressing histone-GFP to report on chromosome segregation and structure. We automated all steps, including printing transfection-ready small interfering RNA (siRNA) microarrays, fluorescence imaging and computational phenotyping of digital images, in a high-throughput workflow. We validated this method in a pilot screen assaying cell division and delivered a sensitive, time-resolved phenoprint for each of the 49 endogenous genes we suppressed. This modular platform is scalable and makes the power of time-lapse microscopy available for genome-wide RNAi screens.

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Year:  2006        PMID: 16628209     DOI: 10.1038/nmeth876

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


  141 in total

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Journal:  Integr Biol (Camb)       Date:  2010-03-19       Impact factor: 2.192

2.  Mining and integration of pathway diagrams from imaging data.

Authors:  Sergey Kozhenkov; Michael Baitaluk
Journal:  Bioinformatics       Date:  2012-01-20       Impact factor: 6.937

3.  Unsupervised modeling of cell morphology dynamics for time-lapse microscopy.

Authors:  Qing Zhong; Alberto Giovanni Busetto; Juan P Fededa; Joachim M Buhmann; Daniel W Gerlich
Journal:  Nat Methods       Date:  2012-05-27       Impact factor: 28.547

4.  Mass spectrometry in high-throughput proteomics: ready for the big time.

Authors:  Tommy Nilsson; Matthias Mann; Ruedi Aebersold; John R Yates; Amos Bairoch; John J M Bergeron
Journal:  Nat Methods       Date:  2010-09       Impact factor: 28.547

5.  Advanced hardware and software tools for fast multidimensional imaging of living cells.

Authors:  Jason R Swedlow
Journal:  Proc Natl Acad Sci U S A       Date:  2010-08-31       Impact factor: 11.205

6.  CellCognition: time-resolved phenotype annotation in high-throughput live cell imaging.

Authors:  Michael Held; Michael H A Schmitz; Bernd Fischer; Thomas Walter; Beate Neumann; Michael H Olma; Matthias Peter; Jan Ellenberg; Daniel W Gerlich
Journal:  Nat Methods       Date:  2010-08-08       Impact factor: 28.547

7.  In situ analysis of tyrosine phosphorylation networks by FLIM on cell arrays.

Authors:  Hernán E Grecco; Pedro Roda-Navarro; Andreas Girod; Jian Hou; Thomas Frahm; Dina C Truxius; Rainer Pepperkok; Anthony Squire; Philippe I H Bastiaens
Journal:  Nat Methods       Date:  2010-05-09       Impact factor: 28.547

8.  Hydrostatic pressure and the actomyosin cortex drive mitotic cell rounding.

Authors:  Martin P Stewart; Jonne Helenius; Yusuke Toyoda; Subramanian P Ramanathan; Daniel J Muller; Anthony A Hyman
Journal:  Nature       Date:  2011-01-02       Impact factor: 49.962

Review 9.  Systems biology in immunology: a computational modeling perspective.

Authors:  Ronald N Germain; Martin Meier-Schellersheim; Aleksandra Nita-Lazar; Iain D C Fraser
Journal:  Annu Rev Immunol       Date:  2011       Impact factor: 28.527

Review 10.  RNAi screening: new approaches, understandings, and organisms.

Authors:  Stephanie E Mohr; Norbert Perrimon
Journal:  Wiley Interdiscip Rev RNA       Date:  2011-09-22       Impact factor: 9.957

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