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RNA Biology
Regensburg University
Universitätsstrasse 31
93053 Regensburg
Paris 10.04.2019
Potential for off-target effects in topically
applied dsRNA-based products used for
crop protection purposes
• Short introduction into Argonaute proteins
and their mechanisms of action
• different types of off-target effects in animals
• miRNA-like off-target effects
• reduction of off-target effects
miRNA-guided gene silencing
Treiber et al., 2019, Nature Reviews Molecular Cell Biology
Small RNA-guided
gene silencing
• Not all Ago proteins are catalytically
active
• Multiple Ago proteins exist in animal
species
• In nematodes and insects, Ago proteins
are specialized for binding to distinct
classes of small RNAs
• Nematodes and insects trigger RNAi
through long double stranded RNA
Argonaute domains
• N domain: required for small RNA loading
and duplex unwinding
• PAZ domain: binds the 3’ end of the small
RNA
• MID domain: anchors the 5’ end of the small
RNA
• PIWI domain: structurally similar to RNase H. Cleaves complementary
target RNAs
• N/PAZ and PAZ/MID are connected by flexible linkers
Schirle et al. Science, 2012
Elkyam et al. Cell, 2012; Schirle et al. Science, 2012, Pfaff et al. PNAS, 2013
Structure of human Ago2
- characterized by GW-rich Ago binding domain
- silencing domain that mediates miRNA-guided
gene silencing
GW proteins
Tritschler et al., 2010, Nature Reviews Molecular Cell Biology
8
Model of the unstructured GW peptide binding to Ago2
TNRC6B
Ago2
Tryptophane
Cross-linked Lysine
Pfaff et al.
PNAS, 2013
microRNA-guided post-transcriptional gene silencing
Jonas and Izaurralde, 2015,
Nature Reviews Genetics
miRNA-guided gene silencing
Dueck and Meister, 2014, Biological Chemistry
Animals (rarely in plants)
Plants (rarely in animals)
• major differences between plant and animal miRNA systems
• Short introduction into Argonaute proteins
and their mechanisms of action
• different types of off-target effects in animals
• miRNA-like off-target effects
• reduction of off-target effects
„off-target effects” caused by siRNAs
• partially complementary siRNAs can
function as miRNAs. 10-14 nucleotides or less of a siRNA
is already enough for efficient knock down
• At least in nematodes, siRNAs or long dsRNAs are mobile and can be
exchanged between cells and tissues.
• off-target activity:
sequence-specific and -unspecific inhibition of unrelated genes
• sequence composition. Some sequences trigger immune responses
in higher animals
• high concentrations of exogenous siRNAs may compete
with systems for protein components (e.g. Ago proteins)
• both strands can trigger off-target effects.
Unintended loading of the passenger strand
Design and generation of siRNAs
Petri and Meister, 2013, Methods Mol Biol
• a siRNA ‘seed match’ (nt 2-8)
may efficiently inhibit gene
expression through the
miRNA system
• Short introduction into Argonaute proteins
and their mechanisms of action
• different types of off-target effects in animals
• miRNA-like off-target effects
• reduction of off-target effects
miRNA-guided gene silencing
Dueck and Meister, 2014, Biological Chemistry
Animals (rarely in plants)
Plants (rarely in animals)
miRNA-like off-target effects in RNAi screening
approaches
Data from Marine et al. J Biomol Screen 2012
replicate 1
replicate2
R = 0.94
siRNA 1
R = 0.073
siRNA2 High correlation
 Great assay reproducibility
 No correlation
 Non-interpretable results
*siRNA reagent used = single siRNA/pools of 3 siRNAs
Comparing two replicate values
for one siRNA reagent*
Comparing two siRNA reagents
targeting one gene
• Lessons from large scale and genome-wide RNAi screening approaches in
animals
• Short introduction into Argonaute proteins
and their mechanisms of action
• different types of off-target effects in animals
• miRNA-like off-target effects
• reduction of off-target effects
Design and generation of highly complex siRNA pools
Hannus et al., 2014, NAR
Efficient gene silencing (on target activity) by siPools
• reduced off target activity?
Analysis of siPool-off target activities
On target activity
Off target activity Sigoillot et al., 2012,
Nature Methods
Analysis of siPool-off target activities
siPools shown strongly reduced off target activity
siPools shown strongly reduced off target activity
•
siPOOLs – Proof of concept
viability siRNA 1
viabilitysiRNA2
viability siPOOL 1
siPOOLsiRNA
average gene expression average gene expression
ExpressionarrayPhenotypic
correlation
viabilitysiPOOL2
High
specificity
Robust phenotypesR2 = 0.19 R2 = 0.71
siPOOLsiRNA
 off-target gene
Expressionvscontrol
Expressionvscontrol
A single siRNA
deregulated many off-
target genes, while a
siPOOL containing the
same siRNA did not.
Two siPOOLs against the
same gene produced
better phenotypic
correlation than two
single siRNAs.
Hannus et al. Nucleic Acids Res 2014
Summary
• pooling of many different siRNAs (>30) reduces miRNA-guided off-target
effects below detection
• for crop protection purposes, long double stranded RNA is used and
taken up by herbivores
• In these animals, Dicer enzymes produce natural pools of siRNAs
• thus, based on our work, we conclude that miRNA-like off-target effects are
minimal and probably negligible in such a system
• differences between plant and animal miRNA systems. Accurate sequence
selection should not affect the host or other plant systems.
26
Laboratory of RNA Biology
University of Regensburg
Julia Neumeier
Norbert Eichner
Gerhard Lehmann
Nora Treiber
Thomas Treiber
Johanns Danner
Eva Schöller
Alice Griselin
Tiana Hanelt
Acknowledgements
Collaborations
University of Würzburg
Utz Fischer
Balagopal Pai
Daniele Hasler
Robert Hett
Michaela Bauer
Claudia Latini
Kevin Heizler
Hung Ho
Daniela Zeitler
Franziska Weichmann
Simone Larivera
Helmholtz-Center Munich
Aloys Schepers, Regina Feederle
Technical University Darmstadt
Florian Hastert, Cristina Cardoso
JGU Mainz
Mark Helm

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Potential for off-target effects in topically applied dsRNA-based products used for crop protection purposes - Gunter Meister, University of Regensburg, Germany

  • 1. RNA Biology Regensburg University Universitätsstrasse 31 93053 Regensburg Paris 10.04.2019 Potential for off-target effects in topically applied dsRNA-based products used for crop protection purposes
  • 2. • Short introduction into Argonaute proteins and their mechanisms of action • different types of off-target effects in animals • miRNA-like off-target effects • reduction of off-target effects
  • 3. miRNA-guided gene silencing Treiber et al., 2019, Nature Reviews Molecular Cell Biology
  • 4. Small RNA-guided gene silencing • Not all Ago proteins are catalytically active • Multiple Ago proteins exist in animal species • In nematodes and insects, Ago proteins are specialized for binding to distinct classes of small RNAs • Nematodes and insects trigger RNAi through long double stranded RNA
  • 5. Argonaute domains • N domain: required for small RNA loading and duplex unwinding • PAZ domain: binds the 3’ end of the small RNA • MID domain: anchors the 5’ end of the small RNA • PIWI domain: structurally similar to RNase H. Cleaves complementary target RNAs • N/PAZ and PAZ/MID are connected by flexible linkers Schirle et al. Science, 2012
  • 6. Elkyam et al. Cell, 2012; Schirle et al. Science, 2012, Pfaff et al. PNAS, 2013 Structure of human Ago2
  • 7. - characterized by GW-rich Ago binding domain - silencing domain that mediates miRNA-guided gene silencing GW proteins Tritschler et al., 2010, Nature Reviews Molecular Cell Biology
  • 8. 8 Model of the unstructured GW peptide binding to Ago2 TNRC6B Ago2 Tryptophane Cross-linked Lysine Pfaff et al. PNAS, 2013
  • 9. microRNA-guided post-transcriptional gene silencing Jonas and Izaurralde, 2015, Nature Reviews Genetics
  • 10. miRNA-guided gene silencing Dueck and Meister, 2014, Biological Chemistry Animals (rarely in plants) Plants (rarely in animals) • major differences between plant and animal miRNA systems
  • 11. • Short introduction into Argonaute proteins and their mechanisms of action • different types of off-target effects in animals • miRNA-like off-target effects • reduction of off-target effects
  • 12. „off-target effects” caused by siRNAs • partially complementary siRNAs can function as miRNAs. 10-14 nucleotides or less of a siRNA is already enough for efficient knock down • At least in nematodes, siRNAs or long dsRNAs are mobile and can be exchanged between cells and tissues. • off-target activity: sequence-specific and -unspecific inhibition of unrelated genes • sequence composition. Some sequences trigger immune responses in higher animals • high concentrations of exogenous siRNAs may compete with systems for protein components (e.g. Ago proteins) • both strands can trigger off-target effects. Unintended loading of the passenger strand
  • 13. Design and generation of siRNAs Petri and Meister, 2013, Methods Mol Biol • a siRNA ‘seed match’ (nt 2-8) may efficiently inhibit gene expression through the miRNA system
  • 14. • Short introduction into Argonaute proteins and their mechanisms of action • different types of off-target effects in animals • miRNA-like off-target effects • reduction of off-target effects
  • 15. miRNA-guided gene silencing Dueck and Meister, 2014, Biological Chemistry Animals (rarely in plants) Plants (rarely in animals)
  • 16. miRNA-like off-target effects in RNAi screening approaches Data from Marine et al. J Biomol Screen 2012 replicate 1 replicate2 R = 0.94 siRNA 1 R = 0.073 siRNA2 High correlation  Great assay reproducibility  No correlation  Non-interpretable results *siRNA reagent used = single siRNA/pools of 3 siRNAs Comparing two replicate values for one siRNA reagent* Comparing two siRNA reagents targeting one gene • Lessons from large scale and genome-wide RNAi screening approaches in animals
  • 17. • Short introduction into Argonaute proteins and their mechanisms of action • different types of off-target effects in animals • miRNA-like off-target effects • reduction of off-target effects
  • 18. Design and generation of highly complex siRNA pools Hannus et al., 2014, NAR
  • 19. Efficient gene silencing (on target activity) by siPools • reduced off target activity?
  • 20. Analysis of siPool-off target activities On target activity Off target activity Sigoillot et al., 2012, Nature Methods
  • 21. Analysis of siPool-off target activities
  • 22. siPools shown strongly reduced off target activity
  • 23. siPools shown strongly reduced off target activity
  • 24. • siPOOLs – Proof of concept viability siRNA 1 viabilitysiRNA2 viability siPOOL 1 siPOOLsiRNA average gene expression average gene expression ExpressionarrayPhenotypic correlation viabilitysiPOOL2 High specificity Robust phenotypesR2 = 0.19 R2 = 0.71 siPOOLsiRNA  off-target gene Expressionvscontrol Expressionvscontrol A single siRNA deregulated many off- target genes, while a siPOOL containing the same siRNA did not. Two siPOOLs against the same gene produced better phenotypic correlation than two single siRNAs. Hannus et al. Nucleic Acids Res 2014
  • 25. Summary • pooling of many different siRNAs (>30) reduces miRNA-guided off-target effects below detection • for crop protection purposes, long double stranded RNA is used and taken up by herbivores • In these animals, Dicer enzymes produce natural pools of siRNAs • thus, based on our work, we conclude that miRNA-like off-target effects are minimal and probably negligible in such a system • differences between plant and animal miRNA systems. Accurate sequence selection should not affect the host or other plant systems.
  • 26. 26 Laboratory of RNA Biology University of Regensburg Julia Neumeier Norbert Eichner Gerhard Lehmann Nora Treiber Thomas Treiber Johanns Danner Eva Schöller Alice Griselin Tiana Hanelt Acknowledgements Collaborations University of Würzburg Utz Fischer Balagopal Pai Daniele Hasler Robert Hett Michaela Bauer Claudia Latini Kevin Heizler Hung Ho Daniela Zeitler Franziska Weichmann Simone Larivera Helmholtz-Center Munich Aloys Schepers, Regina Feederle Technical University Darmstadt Florian Hastert, Cristina Cardoso JGU Mainz Mark Helm