Cited by 40RNA Interference and Gene DeliveryCRISPR and Genetic EngineeringMolecular Biology Techniques and Applications

Multiplexing siRNAs to compress RNAi-based screen size in human cells

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Martin, S. E., Jones, T. L., Thomas, C. L., Lorenzi, P. L., Nguyen, D. A., Runfola, T., Gunsior, M., Weinstein, J. N. +4 more·2007·Nucleic Acids Research

Abstract

Here we describe a novel strategy using multiplexes of synthetic small interfering RNAs (siRNAs) corresponding to multiple gene targets in order to compress RNA interference (RNAi) screen size. Before investigating the practical use of this strategy, we first characterized the gene-specific RNAi induced by a large subset (258 siRNAs, 129 genes) of the entire siRNA library used in this study ( approximately 800 siRNAs, approximately 400 genes). We next demonstrated that multiplexed siRNAs could silence at least six genes to the same degree as when the genes were targeted individually. The entire library was then used in a screen in which randomly multiplexed siRNAs were assayed for their affect on cell viability. Using this strategy, several gene targets that influenced the viability of a breast cancer cell line were identified. This study suggests that the screening of randomly multiplexed siRNAs may provide an important avenue towards the identification of candidate gene targets for downstream functional analyses and may also be useful for the rapid identification of positive controls for use in novel assay systems. This approach is likely to be especially applicable where assay costs or platform limitations are prohibitive.

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  • The selected siRNA dose (20 nM) is used in routine in the authors' lab and is consistent with other works from the literature working with MCF10A or RWPE1.

    “This selected dose is used in routine in our lab (22) and is consistent with other works from the literature working with MCF10A (23) or RWPE1 (24).”

    From Direct transfection of clonal organoids in Matrigel microbeads: a promising approach toward organoid-based genetic screens (2018) · cites this paper as [23]

    The citation to this paper is attached to the MCF10A comparison, not the citing authors’ routine laboratory use or the RWPE1 comparison. The Methods (‘Transfection of synthetic siRNAs’; page unavailable) report 20 nM for paired siRNAs and controls, and report MCF10A transfections, but do not establish that the MCF10A experiments used a 20 nM total dose. The Results (‘Molecular validation of multiplexed siRNAs’; page unavailable) describe the illustrated MCF10A multiplex experiment at 60 nM total. (LLM, conf=0.84)

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Research works printed but not linked: 33

  1. [1]Hannon GJ Rossi JJ Unlocking the potential of the human genome with RNA interference Nature 2004 431 371 378 15372045
  2. [2]Huppi K Martin SE Caplen NJ Defining and assaying RNAi in mammalian cells Mol. Cell 2005 17 1 10 15629712
  3. [3]Aza-Blanc P Cooper CL Wagner K Batalov S Deveraux QL Cooke MP Identification of modulators of TRAIL-induced apoptosis via RNAi-based phenotypic screening Mol. Cell 2003 12 627 637 14527409
  4. [4]Berns K Hijmans EM Mullenders J Brummelkamp TR Velds A Heimerikx M Kerkhoven RM Madiredjo M Nijkamp W A large-scale RNAi screen in human cells identifies new components of the p53 pathway Nature 2004 428 431 437 15042092
  5. [5]Collins CS Hong J Sapinoso L Zhou Y Liu Z Micklash K Schultz PG Hampton GM A small interfering RNA screen for modulators of tumor cell motility identifies MAP4K4 as a promigratory kinase Proc. Natl Acad. Sci. USA 2006 103 3775 3780 16537454 PMC1383649
  6. [6]Kittler R Putz G Pelletier L Poser I Heninger AK Drechsel D Fischer S Konstantinova I Habermann B An endoribonuclease-prepared siRNA screen in human cells identifies genes essential for cell division Nature 2004 432 1036 1040 15616564
  7. [7]Kolfschoten IG van Leeuwen B Berns K Mullenders J Beijersbergen RL Bernards R Voorhoeve PM Agami R A genetic screen identifies PITX1 as a suppressor of RAS activity and tumorigenicity Cell 2005 121 849 858 15960973
  8. [8]MacKeigan JP Murphy LO Blenis J Sensitized RNAi screen of human kinases and phosphatases identifies new regulators of apoptosis and chemoresistance Nat. Cell. Biol. 2005 7 591 600 15864305
  9. [9]Moffat J Grueneberg DA Yang X Kim SY Kloepfer AM Hinkle G Piqani B Eisenhaure TM Luo B A lentiviral RNAi library for human and mouse genes applied to an arrayed viral high-content screen Cell 2006 124 1283 1298 16564017
  10. [10]Ngo VN Davis RE Lamy L Yu X Zhao H Lenz G Lam LT Dave S Yang L A loss-of-function RNA interference screen for molecular targets in cancer Nature 2006 441 106 110 16572121
  11. [12]Paddison PJ Silva JM Conklin DS Schlabach M Li M Aruleba S Balija V O'Shaughnessy A Gnoj L A resource for large-scale RNA-interference-based screens in mammals Nature 2004 428 427 431 15042091
  12. [13]Pelkmans L Fava E Grabner H Hannus M Habermann B Krausz E Zerial M Genome-wide analysis of human kinases in clathrin- and caveolae/raft-mediated endocytosis Nature 2005 436 78 86 15889048
  13. [14]Westbrook TF Martin ES Schlabach MR Leng Y Liang AC Feng B Zhao JJ Roberts TM Mandel G A genetic screen for candidate tumor suppressors identifies REST Cell 2005 121 837 848 15960972
  14. [15]Zheng L Liu J Batalov S Zhou D Orth A Ding S Schultz PG An approach to genomewide screens of expressed small interfering RNAs in mammalian cells Proc. Natl Acad. Sci. USA 2004 101 135 140 14688408 PMC314151
  15. [16]Chang K Elledge SJ Hannon GJ Lessons from Nature: microRNA-based shRNA libraries Nat. Methods 2006 3 707 714 16929316
  16. [17]Bernards R Brummelkamp TR Beijersbergen RL shRNA libraries and their use in cancer genetics Nat. Methods 2006 3 701 706 16929315
  17. [18]Collins ML Irvine B Tyner D Fine E Zayati C Chang C Horn T Ahle D Detmer J A branched DNA signal amplification assay for quantification of nucleic acid targets below 100 molecules/ml Nucleic Acids Res. 1997 25 2979 2984 9224596 PMC146852
  18. [19]Martin SE Caplen NJ Mismatched siRNAs downregulate mRNAs as a function of target site location FEBS Lett 2006 580 3694 3698 16764866
  19. [20]Tsuboi T Fukuda M Rab3A and Rab27A cooperatively regulate the docking step of dense-core vesicle exocytosis in PC12 cells J. Cell Sci. 2006 119 2196 2203 16684812
  20. [21]Menendez JA Vellon L Mehmi I Oza BP Ropero S Colomer R Lupu R Inhibition of fatty acid synthase (FAS) suppresses HER2/neu (erbB-2) oncogene overexpression in cancer cells Proc. Natl Acad. Sci. USA 2004 101 10715 10720 15235125 PMC490000
  21. [22]Cerqueira NM Pereira S Fernandes PA Ramos MJ Overview of ribonucleotide reductase inhibitors: an appealing target in anti-tumour therapy Curr. Med. Chem. 2005 12 1283 1294 15974997
  22. [23]Fritz G Kaina B Rho GTPases: promising cellular targets for novel anticancer drugs Curr. Cancer Drug Targets 2006 6 1 14 16475973
  23. [24]Strebhardt K Ullrich A Targeting polo-like kinase 1 for cancer therapy Nat. Rev. Cancer 2006 6 321 330 16557283
  24. [25]Wullschleger S Loewith R Hall MN TOR signaling in growth and metabolism Cell 2006 124 471 484 16469695
  25. [26]Kohno M Pouyssegur J Targeting the ERK signaling pathway in cancer therapy Ann. Med. 2006 38 200 211 16720434
  26. [27]Klein G Vellenga E Fraaije MW Kamps WA de Bont ES The possible role of matrix metalloproteinase (MMP)-2 and MMP-9 in cancer, e.g. acute leukemia Crit. Rev. Oncol. Hematol. 2004 50 87 100 15157658
  27. [28]Holen T Amarzguioui M Wiiger MT Babaie E Prydz H Positional effects of short interfering RNAs targeting the human coagulation trigger tissue factor Nucleic Acids Res. 2002 30 1757 1766 11937629 PMC113209
  28. [29]Semizarov D Frost L Sarthy A Kroeger P Halbert DN Fesik SW Specificity of short interfering RNA determined through gene expression signatures Proc. Natl Acad. Sci. USA 2003 100 6347 6352 12746500 PMC164449
  29. [30]Jackson AL Bartz SR Schelter J Kobayashi SV Burchard J Mao M Li B Cavet G Linsley PS Expression profiling reveals off-target gene regulation by RNAi Nat. Biotechnol. 2003 21 635 637 12754523
  30. [31]Lin X Ruan X Anderson MG McDowell JA Kroeger PE Fesik SW Shen Y siRNA-mediated off-target gene silencing triggered by a 7 nt complementation Nucleic Acids Res. 2005 33 4527 4535 16091630 PMC1184219
  31. [32]Jackson AL Burchard J Leake D Reynolds A Schelter J Guo J Johnson JM Lim L Karpilow J Position-specific chemical modification of siRNAs reduces “off-target” transcript silencing RNA 2006 12 1197 1205 16682562 PMC1484422
  32. [33]Birmingham A Anderson EM Reynolds A Ilsley-Tyree D Leake D Fedorov Y Baskerville S Maksimova E Robinson K 3′UTR seed matches, but not overall identity, are associated with RNAi off-targets Nat. Methods 2006 3 199 204 16489337
  33. [34]Mercier KA Powers R Determining the optimal size of small molecule mixtures for high throughput NMR screening J. Biomol. NMR 2005 31 243 258 15803397

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Authors
Martin, S. E., Jones, T. L., Thomas, C. L., Lorenzi, P. L., Nguyen, D. A., Runfola, T., Gunsior, M., Weinstein, J. N., Goldsmith, P. K., Lader, E., Huppi, K., & Caplen, N. J.
Affiliations
  • National Institutes of Health (US)
  • Qiagen (Germany) (DE)
Corresponding author
Caplen, N. J.
Venue
Nucleic Acids Research
Published
2007-03-29
Volume
35
Issue
8
Pages
e57-e57
ISSN
  • 0305-1048 (ISSN-L)
  • 1362-4962
OpenAlex
W1974512564
Cited by
40
References
1
Citations by year
2026: 1 · 2025: 2 · 2024: 1 · 2022: 2 · 2020: 10 · 2018: 2 · 2017: 1 · 2015: 2 · 2013: 3 · 2012: 1
FWCI
1.33
Type
journal article
Language
en
Open access
Licence
cc-by-nc
Locations
  • Nucleic Acids Research (publishedVersion, cc-by-nc)
  • PubMed Central (publishedVersion, cc-by-nc)
  • PubMed (publishedVersion)
Funders
  • National Institutes of Health
  • National Cancer Institute
Topics
  • Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › RNA Interference and Gene Delivery
  • Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › CRISPR and Genetic Engineering
  • Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › Molecular Biology Techniques and Applications
Keywords
RNAi screen, gene silencing, cell viability, breast cancer cell lines, positive control, functional genomics
MeSH terms
Cell Survival, Humans, Gene Library, Oligonucleotide Array Sequence Analysis, RNA Interference, RNA, Small Interfering, Cell Line, Tumor

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