From experimental setup to bioinformatics: An RNAi screening platform to identify host factors involved in HIV-1 replication

被引:34
作者
Boerner, Kathleen [1 ]
Hermle, Johannes [1 ]
Sommer, Christoph
Brown, Nigel P. [2 ]
Knapp, Bettina [3 ]
Glass, Baerbel [1 ]
Kunkel, Julian [4 ]
Torralba, Gloria [5 ]
Reymann, Juergen [6 ]
Beil, Nina [6 ]
Beneke, Juergen [6 ]
Pepperkok, Rainer [7 ]
Schneider, Reinhard [2 ]
Ludwig, Thomas [4 ]
Hausmann, Michael [5 ]
Hamprecht, Fred
Erfle, Holger [6 ]
Kaderali, Lars [3 ]
Kraeusslich, Hans-Georg [1 ]
Lehmann, Maik J. [1 ]
机构
[1] Heidelberg Univ, Dept Infect Dis, D-69120 Heidelberg, Germany
[2] European Mol Biol Lab, Struct & Computat Biol Unit, Heidelberg, Germany
[3] Heidelberg Univ, BioQuant Ctr, Viroquant Res Grp Modelling, D-69120 Heidelberg, Germany
[4] Heidelberg Univ, Inst Informat, D-69120 Heidelberg, Germany
[5] Heidelberg Univ, Kirchhoff Inst Phys, D-69120 Heidelberg, Germany
[6] Heidelberg Univ, BioQuant Ctr, Viroquant CellNetworks RNAi Screening Facil, D-69120 Heidelberg, Germany
[7] European Mol Biol Lab, Cell Biol & Cell Biophys Unit, Heidelberg, Germany
关键词
High-throughput screening; HIV; RNA interference; Small interfering RNA; REVERSE TRANSFECTION; PROTEINS; DATABASE; GENE; INFECTION; SELECTION;
D O I
10.1002/biot.200900226
中图分类号
Q5 [生物化学];
学科分类号
071010 ; 081704 ;
摘要
RNA interference (RNAi) has emerged as a powerful technique for studying loss-of-function phenotypes by specific down-regulation of gene expression, allowing the investigation of virus-host interactions by large-scale high-throughput RNAi screens. Here we present a robust and sensitive small interfering RNA screening platform consisting of an experimental setup, single-cell image and statistical analysis as well as bioinformatics. The workflow has been established to elucidate host gene functions exploited by viruses, monitoring both suppression and enhancement of viral replication simultaneously by fluorescence microscopy. The platform comprises a two-stage procedure in which potential host factors are first identified in a primary screen and afterwards re-tested in a validation screen to confirm true positive hits. Subsequent bioinformatics allows the identification of cellular genes participating in metabolic pathways and cellular networks utilised by viruses for efficient infection. Our workflow has been used to investigate host factor usage by the human immunodeficiency virus-1 (HIV-1), but can also be adapted to other viruses. Importantly, we expect that the description of the platform will guide further screening approaches for virus-host interactions. The ViroQuant-Cell Networks RNAi Screening core facility is an integral part of the recently founded BioQuant centre for systems biology at the University of Heidelberg and will provide service to external users in the near future.
引用
收藏
页码:39 / 49
页数:11
相关论文
共 34 条
[1]   Improved scoring of functional groups from gene expression data by decorrelating GO graph structure [J].
Alexa, Adrian ;
Rahnenfuehrer, Joerg ;
Lengauer, Thomas .
BIOINFORMATICS, 2006, 22 (13) :1600-1607
[2]   The Universal Protein Resource (UniProt) [J].
Bairoch, Amos ;
Bougueleret, Lydie ;
Altairac, Severine ;
Amendolia, Valeria ;
Auchincloss, Andrea ;
Puy, Ghislaine Argoud ;
Axelsen, Kristian ;
Baratin, Delphine ;
Blatter, Marie-Claude ;
Boeckmann, Brigitte ;
Bollondi, Laurent ;
Boutet, Emmanuel ;
Quintaje, Silvia Braconi ;
Breuza, Lionel ;
Bridge, Alan ;
Saux, Virginie Bulliard-Le ;
decastro, Edouard ;
Ciampina, Luciane ;
Coral, Danielle ;
Coudert, Elisabeth ;
Cusin, Isabelle ;
David, Fabrice ;
Delbard, Gwennaelle ;
Dornevil, Dolnide ;
Duek-Roggli, Paula ;
Duvaud, Severine ;
Estreicher, Anne ;
Famiglietti, Livia ;
Farriol-Mathis, Nathalie ;
Ferro, Serenella ;
Feuermann, Marc ;
Gasteiger, Elisabeth ;
Gateau, Alain ;
Gehant, Sebastian ;
Gerritsen, Vivienne ;
Gos, Arnaud ;
Gruaz-Gumowski, Nadine ;
Hinz, Ursula ;
Hulo, Chantal ;
Hulo, Nicolas ;
Innocenti, Alessandro ;
James, Janet ;
Jain, Eric ;
Jimenez, Silvia ;
Jungo, Florence ;
Junker, Vivien ;
Keller, Guillaume ;
Lachaize, Corinne ;
Lane-Guermonprez, Lydie ;
Langendijk-Genevaux, Petra .
NUCLEIC ACIDS RESEARCH, 2008, 36 :D190-D195
[3]  
BEUCHER S, 1992, WATERSHED TRANSFORMA, P299
[4]   Analysis of cell-based RNAi screens [J].
Boutros, Michael ;
Bras, Ligia P. ;
Huber, Wolfgang .
GENOME BIOLOGY, 2006, 7 (07)
[5]  
Brass AL, 2008, SCIENCE, V319, P921, DOI 10.1126/science.1152725
[6]   Improved statistical methods for hit selection in high-throughput screening [J].
Brideau, C ;
Gunter, B ;
Pikounis, B ;
Liaw, A .
JOURNAL OF BIOMOLECULAR SCREENING, 2003, 8 (06) :634-647
[7]   Host Cell Factors in HIV Replication: Meta-Analysis of Genome-Wide Studies [J].
Bushman, Frederic D. ;
Malani, Nirav ;
Fernandes, Jason ;
D'Orso, Ivan ;
Cagney, Gerard ;
Diamond, Tracy L. ;
Zhou, Honglin ;
Hazuda, Daria J. ;
Espeseth, Amy S. ;
Koenig, Renate ;
Bandyopadhyay, Sourav ;
Ideker, Trey ;
Goff, Stephen P. ;
Krogan, Nevan J. ;
Frankel, Alan D. ;
Young, John A. T. ;
Chanda, Sumit K. .
PLOS PATHOGENS, 2009, 5 (05)
[8]   Cell Biology of HIV-1 Infection of Macrophages [J].
Carter, Carol A. ;
Ehrlich, Lorna S. .
ANNUAL REVIEW OF MICROBIOLOGY, 2008, 62 :425-443
[9]   ROBUST LOCALLY WEIGHTED REGRESSION AND SMOOTHING SCATTERPLOTS [J].
CLEVELAND, WS .
JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, 1979, 74 (368) :829-836
[10]   Work flow for multiplexing siRNA assays by solid-phase reverse transfection in multiwell plates [J].
Erfle, Holger ;
Neumann, Beate ;
Rogers, Phill ;
Bulkescher, Jutta ;
Ellenberg, Jan ;
Pepperkok, Rainer .
JOURNAL OF BIOMOLECULAR SCREENING, 2008, 13 (07) :575-580