Literature DB >> 25270879

Weak base pairing in both seed and 3' regions reduces RNAi off-targets and enhances si/shRNA designs.

Shuo Gu1, Yue Zhang1, Lan Jin1, Yong Huang1, Feijie Zhang1, Michael C Bassik2, Martin Kampmann3, Mark A Kay4.   

Abstract

The use of RNA interference is becoming routine in scientific discovery and treatment of human disease. However, its applications are hampered by unwanted effects, particularly off-targeting through miRNA-like pathways. Recent studies suggest that the efficacy of such off-targeting might be dependent on binding stability. Here, by testing shRNAs and siRNAs of various GC content in different guide strand segments with reporter assays, we establish that weak base pairing in both seed and 3' regions is required to achieve minimal off-targeting while maintaining the intended on-target activity. The reduced off-targeting was confirmed by RNA-Seq analyses from mouse liver RNAs expressing various anti-HCV shRNAs. Finally, our protocol was validated on a large scale by analyzing results of a genome-wide shRNA screen. Compared with previously established work, the new algorithm was more effective in reducing off-targeting without jeopardizing on-target potency. These studies provide new rules that should significantly improve on siRNA/shRNA design.
© The Author(s) 2014. Published by Oxford University Press on behalf of Nucleic Acids Research.

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Year:  2014        PMID: 25270879      PMCID: PMC4231738          DOI: 10.1093/nar/gku854

Source DB:  PubMed          Journal:  Nucleic Acids Res        ISSN: 0305-1048            Impact factor:   16.971


  42 in total

1.  Short hairpin RNAs (shRNAs) induce sequence-specific silencing in mammalian cells.

Authors:  Patrick J Paddison; Amy A Caudy; Emily Bernstein; Gregory J Hannon; Douglas S Conklin
Journal:  Genes Dev       Date:  2002-04-15       Impact factor: 11.361

Review 2.  A dynamic perspective of RNAi library development.

Authors:  Qiuwei Pan; Luc J W van der Laan; Harry L A Janssen; Maikel P Peppelenbosch
Journal:  Trends Biotechnol       Date:  2012-02-01       Impact factor: 19.536

3.  Rational design of therapeutic siRNAs: minimizing off-targeting potential to improve the safety of RNAi therapy for Huntington's disease.

Authors:  Ryan L Boudreau; Ryan M Spengler; Beverly L Davidson
Journal:  Mol Ther       Date:  2011-09-27       Impact factor: 11.454

4.  Molecular basis for target RNA recognition and cleavage by human RISC.

Authors:  Stefan Ludwig Ameres; Javier Martinez; Renée Schroeder
Journal:  Cell       Date:  2007-07-13       Impact factor: 41.582

Review 5.  Biogenesis of small RNAs in animals.

Authors:  V Narry Kim; Jinju Han; Mikiko C Siomi
Journal:  Nat Rev Mol Cell Biol       Date:  2009-02       Impact factor: 94.444

6.  Experimental validation of the importance of seed complement frequency to siRNA specificity.

Authors:  Emily M Anderson; Amanda Birmingham; Scott Baskerville; Angela Reynolds; Elena Maksimova; Devin Leake; Yuriy Fedorov; Jon Karpilow; Anastasia Khvorova
Journal:  RNA       Date:  2008-03-26       Impact factor: 4.942

7.  Potent and specific genetic interference by double-stranded RNA in Caenorhabditis elegans.

Authors:  A Fire; S Xu; M K Montgomery; S A Kostas; S E Driver; C C Mello
Journal:  Nature       Date:  1998-02-19       Impact factor: 49.962

8.  Mammalian microRNAs predominantly act to decrease target mRNA levels.

Authors:  Huili Guo; Nicholas T Ingolia; Jonathan S Weissman; David P Bartel
Journal:  Nature       Date:  2010-08-12       Impact factor: 49.962

9.  Mapping the human miRNA interactome by CLASH reveals frequent noncanonical binding.

Authors:  Aleksandra Helwak; Grzegorz Kudla; Tatiana Dudnakova; David Tollervey
Journal:  Cell       Date:  2013-04-25       Impact factor: 41.582

10.  siDirect 2.0: updated software for designing functional siRNA with reduced seed-dependent off-target effect.

Authors:  Yuki Naito; Jun Yoshimura; Shinichi Morishita; Kumiko Ui-Tei
Journal:  BMC Bioinformatics       Date:  2009-11-30       Impact factor: 3.169

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  13 in total

Review 1.  Guidelines for the optimal design of miRNA-based shRNAs.

Authors:  Xavier Bofill-De Ros; Shuo Gu
Journal:  Methods       Date:  2016-04-12       Impact factor: 3.608

Review 2.  Lessons from Enzyme Kinetics Reveal Specificity Principles for RNA-Guided Nucleases in RNA Interference and CRISPR-Based Genome Editing.

Authors:  Namita Bisaria; Inga Jarmoskaite; Daniel Herschlag
Journal:  Cell Syst       Date:  2017-01-25       Impact factor: 10.304

3.  Next-generation libraries for robust RNA interference-based genome-wide screens.

Authors:  Martin Kampmann; Max A Horlbeck; Yuwen Chen; Jordan C Tsai; Michael C Bassik; Luke A Gilbert; Jacqueline E Villalta; S Chul Kwon; Hyeshik Chang; V Narry Kim; Jonathan S Weissman
Journal:  Proc Natl Acad Sci U S A       Date:  2015-06-15       Impact factor: 11.205

4.  Many si/shRNAs can kill cancer cells by targeting multiple survival genes through an off-target mechanism.

Authors:  William Putzbach; Quan Q Gao; Monal Patel; Stijn van Dongen; Ashley Haluck-Kangas; Aishe A Sarshad; Elizabeth T Bartom; Kwang-Youn A Kim; Denise M Scholtens; Markus Hafner; Jonathan C Zhao; Andrea E Murmann; Marcus E Peter
Journal:  Elife       Date:  2017-10-24       Impact factor: 8.140

5.  CLIP-GENE: a web service of the condition specific context-laid integrative analysis for gene prioritization in mouse TF knockout experiments.

Authors:  Benjamin Hur; Sangsoo Lim; Heejoon Chae; Seokjun Seo; Sunwon Lee; Jaewoo Kang; Sun Kim
Journal:  Biol Direct       Date:  2016-10-24       Impact factor: 4.540

6.  Blocking sense-strand activity improves potency, safety and specificity of anti-hepatitis B virus short hairpin RNA.

Authors:  Thomas Michler; Stefanie Große; Stefan Mockenhaupt; Natalie Röder; Ferdinand Stückler; Bettina Knapp; Chunkyu Ko; Mathias Heikenwalder; Ulrike Protzer; Dirk Grimm
Journal:  EMBO Mol Med       Date:  2016-09-01       Impact factor: 12.137

7.  Off Target, but Sequence-Specific, shRNA-Associated Trans-Activation of Promoter Reporters in Transient Transfection Assays.

Authors:  Tomohiro Masuda; Jun Wan; Anitha Yerrabelli; Cindy Berlinicke; Alyssa Kallman; Jiang Qian; Donald J Zack
Journal:  PLoS One       Date:  2016-12-15       Impact factor: 3.240

8.  In silico identification of off-target pesticidal dsRNA binding in honey bees (Apis mellifera).

Authors:  Christina L Mogren; Jonathan Gary Lundgren
Journal:  PeerJ       Date:  2017-12-13       Impact factor: 2.984

9.  Combination analysis of genome-wide association and transcriptome sequencing of residual feed intake in quality chickens.

Authors:  Zhenqiang Xu; Congliang Ji; Yan Zhang; Zhe Zhang; Qinghua Nie; Jiguo Xu; Dexiang Zhang; Xiquan Zhang
Journal:  BMC Genomics       Date:  2016-08-09       Impact factor: 3.969

10.  Amide linkages mimic phosphates in RNA interactions with proteins and are well tolerated in the guide strand of short interfering RNAs.

Authors:  Daniel Mutisya; Travis Hardcastle; Samwel K Cheruiyot; Pradeep S Pallan; Scott D Kennedy; Martin Egli; Melissa L Kelley; Anja van Brabant Smith; Eriks Rozners
Journal:  Nucleic Acids Res       Date:  2017-08-21       Impact factor: 16.971

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