High-throughput RNAi screening by time-lapse imaging of live human cells
- PMID: 16628209
- DOI: 10.1038/nmeth876
High-throughput RNAi screening by time-lapse imaging of live human cells
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.
Similar articles
-
RNAi microarray analysis in cultured mammalian cells.Genome Res. 2003 Oct;13(10):2341-7. doi: 10.1101/gr.1478703. Genome Res. 2003. PMID: 14525932 Free PMC article.
-
Microarrays of lentiviruses for gene function screens in immortalized and primary cells.Nat Methods. 2006 Feb;3(2):117-22. doi: 10.1038/nmeth848. Nat Methods. 2006. PMID: 16432521
-
Reverse transfection on cell arrays for high content screening microscopy.Nat Protoc. 2007;2(2):392-9. doi: 10.1038/nprot.2006.483. Nat Protoc. 2007. PMID: 17406600
-
Cellular phenotyping by RNAi.Brief Funct Genomic Proteomic. 2006 Mar;5(1):52-6. doi: 10.1093/bfgp/ell007. Epub 2006 Feb 23. Brief Funct Genomic Proteomic. 2006. PMID: 16769679 Review.
-
Cell microarrays and RNA interference chip away at gene function.Nat Genet. 2005 Jun;37 Suppl:S25-30. doi: 10.1038/ng1560. Nat Genet. 2005. PMID: 15920526 Review.
Cited by
-
Cell-based screening: extracting meaning from complex data.Neuron. 2015 Apr 8;86(1):160-74. doi: 10.1016/j.neuron.2015.02.023. Neuron. 2015. PMID: 25856492 Free PMC article. Review.
-
Convolutional Neural Network-Based Artificial Intelligence for Classification of Protein Localization Patterns.Biomolecules. 2021 Feb 11;11(2):264. doi: 10.3390/biom11020264. Biomolecules. 2021. PMID: 33670112 Free PMC article.
-
Optimizing cell arrays for accurate functional genomics.BMC Res Notes. 2012 Jul 17;5(1):358. doi: 10.1186/1756-0500-5-358. BMC Res Notes. 2012. PMID: 22805280 Free PMC article.
-
CellCognition: time-resolved phenotype annotation in high-throughput live cell imaging.Nat Methods. 2010 Sep;7(9):747-54. doi: 10.1038/nmeth.1486. Epub 2010 Aug 8. Nat Methods. 2010. PMID: 20693996
-
How to understand the cell by breaking it: network analysis of gene perturbation screens.PLoS Comput Biol. 2010 Feb 26;6(2):e1000655. doi: 10.1371/journal.pcbi.1000655. PLoS Comput Biol. 2010. PMID: 20195495 Free PMC article. No abstract available.
Publication types
MeSH terms
Substances
LinkOut - more resources
Full Text Sources
Other Literature Sources