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Sample & Assay Technologies- 1 -
A Comprehensive Solution for RNAi
HT RNAi Screening
Application, Challenges and Solutions
Any Questions ???Ask now or contact Technical Support
1-888-503-3187
International customers:
Webinar related questions:
Sample & Assay Technologies- 2 -
Topics will be covered
Overview of RNAi1
siRNA solutions @QIAGEN
2 RNAi application and challenges
3
4 Application examples
Sample & Assay Technologies- 3 -
RNA interference: a natural phenomenonDiscovery tool, potential therapeutic
Small RNAs Make Big
Splash !The discovery of RNAi earned its
two lead researchers, Andrew Fire
and Craig Mello, the 2006 Nobel
Prize.
Sample & Assay Technologies- 4 -
What is RNA interference? - The RNAi Pathways
� RNAi: a research toolRNAi silences a target gene through the specific destruction of that gene‘s messenage RNA (mRNA).
� Post-transcriptional gene regulation
� Initiated by double-stranded RNA (dsRNA), processed by DICER
� Effector is ~ 21-24 bp RNA
� Complementary mRNA is cleaved and degraded
� In mammalian cells, dsRNAs >30 bps trigger a nonspecific interferon response, may cause mRNA degradation in a sequence-independent manner.
� ~21 bps are used
http://sabiosciences.com/pathwaycentral.php
Sample & Assay Technologies- 5 -
The siRNA and miRNA pathways are related
miRNAPathway
siRNAPathway
siRNA
���� !?
From Meister & Tuschl, 2005
Sample & Assay Technologies- 6 -
RNAi Application
RNAi as a tool for functional analysis
Overview of RNAi1
siRNA solutions @QIAGEN
2 RNAi applications and challenges
3
4 Application examples
Sample & Assay Technologies- 7 -
Mohr S, Bakal C, Perrimon N. “Genomic screening with RNAi: results and challenges. “Annu Rev Biochem. 2010;79:37-64
RNAi as a tool for functional analysis
Interrogate cellular signaling pathway-system biology
Decode gene functions - functional genomics
Target identification and validation
Drug discovery and disease therapy(Infectious diseases and cancer)
“Learning by Breaking” - simply removing a gene and looking at the effect
What types of questions can be answered by RNAi scre ens?
Sample & Assay Technologies- 8 -
The Biological question or hypothesis
- 8 -
• Genome-wide screens: seek to identify all possible regulators of a general biological process: cell proliferation or viral infection and replication, etc.
Seek more focused answers• Regulators of apoptosis pathway
• Regulators of DNA damage pathway
• Regulators of signaling by Jak kinase-STAT transcription factors
• …
• Identify an unknown protein
Decide which method to use:
genome-wide screens or more focused screens
Sample & Assay Technologies- 9 -
RNAi HTS platform
3 steps
dsRNA library stored in 96-well plates
Transfer to 384
or 96 well platesReady-to-
screen 384-
well plate
transfection
Transfection
Add cells
3-7 days incubation to ensure protein depletion
Transcriptional-Luciferase
reporter assaysProtein modification (e.g.
phospho-specific antibodies)
Automated Microscopy
(GFP, fluorescent dyes or
antibody labeling)
Sample & Assay Technologies- 10 -
RNAi screening challenges� Specificity of RNAi - off-target effect (OTE) is #1 Challenge, can come from:
• Cross-reactivity is a substantial problem
• Mismatches between siRNA guide strand and target mRNA sequence
• ‘seed region’ siRNAs function like microRNAs
• Lipid-mediated response - cellular response to RNAi toxicity
• Immune responses to RNAi, such as induction of Interferon pathway
• RISC-dependent off-target effects
� Efficiency of RNAi – different genes are turned off with differing efficiencies
� Off-target effects can occur at the level of protein synthesis
� Some cells are notoriously difficult to transfect, or transfection alter the
physiology of the cells
� Specific to HT RNAi Screen: False positive & false negative results
Sample & Assay Technologies- 11 -
Critical factors for large scale screening
• Maximize on-target effects, minimize off-targets effects
� Effective and specific siRNA design
� siRNA Delivery - Optimize transfection condition
� Multiple screens in multiple cell types
� Validation is always a key – Speficity must be confirmed with multiple siRNAs, and even multiple species
� Controls – Appropriate negative and positive control experiments
Sample & Assay Technologies- 12 -
Design - siRNA specificity and potency
High quality of siRNA sources
• Refine the standard parameters to select effective and specific siRNAs
• Avoid potential microRNA binding sites
• Avoid Interferon motif – by modifying siRNA sequences
It is IMPOSSIBLE to rule out off-target risks through design alone.
• Good experimental practice is still the key to managing off-target effects!
Sample & Assay Technologies- 13 -
Choice of siRNA libraries
� Ready to use, QC’d and stable molecules
� Quickest method to knock down a specific gene
� Effective design rules allow potent silencing
� Fairly efficient transfection into many cell types� Control the amount of siRNA more accurately than vector based method
� High throughput (1000’s/day)
� Ability to label and track siRNA
� Modifications easily incorporated (stability, enhanced transfer, potency, etc.)
siRNA is the choice for large scale functional analy sis
Sample & Assay Technologies- 14 -
Optimization of transfection condition
� Every cell line is differentParameters need to be optimized for each cell line:
� Cell culture density
� Passage number
� Amount of transfection reagent and siRNAs, Ratio
� Complex incubation time on cells
� Optimal time point of analysis
� Proper controls
Statistical analysis:� Strong S/N ratio and low variation
� Before primary screening, optimize assay conditions for negative and positive siRNA control
� Negative and positive siRNA controls should be included on every plate
Sample & Assay Technologies- 15 -
Controls for siRNA experiments
� Untreated Cells: Use normal cells in a normal culture condition as a pure background
� Mock control: Cells treated with transfection reagent only without any siRNA DNA. Help to identify any effect directly from the transfection reagent
� Negative siRNA control : Well characterized ‘scrambled’ or ‘non-specific sequence’, the best available way for sequence-independent off-target effects
� Positive siRNA control : Ubiquitously expressed (e.g. lamin, actin, g3pdh)
� Assay-specific positive control : Confirm assay is working (when screening for phenotype)
Sample & Assay Technologies- 16 -
Validation of Screening Hits
� Validation of hits is critical for minimizing the false positive & false
negative in HT siRNA screens
� Multiple screens in multiple cell types
� Achieve early attrition of potential hits� Multiple independent siRNA in primary screen� Decrease variation between replicates
� Key Issues for Validation� Correlation between phenotype and target gene� Redundancy: Confirms specificity of phenotype by multiple independent siRNAs� Rescue by cDNA lacking targeting sequence (eg 5’ UTR)
Key to success: Validation
There should be a clear correlation between protein depletion and phenotypic severity
Sample & Assay Technologies- 17 -
Validation: Specificity must be confirmed with multiple siRNAs & multiple cell lines
0 20 40 60 80 100
VEGF B duplex 1
VEGF B duplex 2
VEGF B duplex 3
0 20 40 60 80 100
HeLa S3 (1)HeLa S3 (2)HEK 293Hep G2MCF-7
HeLa S3 (1)HeLa S3 (2)HEK 293Hep G2MCF-7
HeLa S3 (1)HeLa S3 (2)HEK 293Hep G2MCF-7
% Normalized Survival
Sample & Assay Technologies- 18 -
Validation: Redundancy and Rescue- Commentary in Nature Methods: “The Two Rs”
“… the only ways of adequately addressing sequence-dependent off-target effects within RNAi experiments themselves are the ‘the two Rs’.”
Echeverri et al. (2006), Minimizing the risk of reporting false positives in large-scale RNAi screens. Nat Methods, 3(10):777-9
Solution 1: Redundancy Solution 2: Rescue
Specificity Must be Confirmed with Multiple siRNAs !
.Reintroduce an RNAi-resistant version of the target gene product into depleted cells and show recovery of function
Sample & Assay Technologies- 19 -
� Secondary assays to refine and characterize a functional gene set
� Use complementary assays to those used in the primary screen
� Pharmacological inhibitors or gene mutants should be used to confirm data
from siRNA mediated knockdown
� Compare phenotypes of relevant genes important in the pathway
� Monitor kinetics via multiple time points
� Database mining and computational analysis
Validation: Secondary analysis
Sonia S. and Anjana R. “RNAi screening: tips and techniques”Nat Immunol 2009 10(8):799-804.
Sample & Assay Technologies- 20 -
QIAGEN provides world-class RNAi solutions:
� QIAGEN’s siRNA design and validation
� Screening solutions: Flexiplate siRNA
� HiPerfect transfection reagent
3 siRNA Solutions @ QIAGEN
Sample & Assay Technologies- 21 -
� Phase 1 – the “Tuschl Rules” in 2002,
AA(N)19, moderate G.C, a simple BLAST, 50%
active
� Phase 2 – Asymmetry of GC contents in
“active siRNAs” in 2003/2004; Norvatis, Aza Blanc,
Mol. Cell, V12, 2003; Schwarz, cell, 2003, 75%
active
� Phase 3 – BioPred Si. with Norvatis in
2004/2005; 83% active
� Phase 4 – HP OnGuard siRNA 2006/ 2008
�Latest developments: addressing miRNA
related off-Target effects
�Maximal efficiency + minimal off-
target effectsLim et al. 2005, Lewis et al. 2005, Saxena et al. 2003Schwarz , et. al. Cell, Vol. 115, 2003Hall. et al. Nature Biotechnology July 2005
Evolution of siRNA design @ QIAGEN
0
20
40
60
80
100
120
1 11 21 31 41 51 61 71 81 91
% r
emai
ning
mR
NA
1 10 20 30 40 50 60 70 80 90 100
50%
75%
83%
4 duplexes per target, 25 targets
Sample & Assay Technologies- 22 -
Reduce miRNA related off-target effects- Seed Region Analysis
3’UTR-Seed Region Analysis
� Seed region� Position 2-7 of miRNA / siRNA sequence
� miRNA binding to mRNA through seed region
� Presence of multiple seed region matches increases likelihood of
off-target effects
siRNAs that bind like miRNA
AAAAA3`UTR
CDS
5’5’5’5’ 3’3’3’3’
Sample & Assay Technologies- 23 -
HP OnGuard siRNA design algorithm- Highest knockdown efficiency and specificity
HP
OnGuard
siRNA
Design
Neural-network
technologyThe world’s largest
siRNA validation
project: >3,700 siRNA
>2 siRNA/target
Homology analysis
Affymetrix
GeneChip analysis
Up-to-date siRNA
target sequences
Asymmetry
3' UTR/seed
region analysis
SNP avoidance
Interferon motif
avoidance
For more information of HP OnGuard siRNA Design:http://www.qiagen.com/Search.aspx?q=hp%2520onguard&l=a5fdae0d-692e-46fe-
b21f-55cca5e19502&pg=1#&&p=1
Sample & Assay Technologies- 24 -
A Complete solution of RNAi @ QIAGEN
Integration of every step of gene silencing workflow
Step 1 Step 2 Step 3 Step 4
http://www.qiagen.com/Products/Applications/Gene-Silencing/
Sample & Assay Technologies- 25 -
RNAi Product Portfolio
FlexiTube siRNA Premix
FlexiTube siRNA
FlexiTube GeneSolution
Low ThroughputRNAi
Medium to High Throughput RNAi
Pre
desi
gned
Cus
tom
synt
hesi
s
FlexiPlate siRNA
HP Custom siRNA
AllStars Control siRNA
Vec
tor
base
d
SureSilencing shPlasmids
shRNA webinar: April 19, 1-2pm EDThttps://www2.gotomeeting.com/register/499882890
Sample & Assay Technologies- 26 -
High throughput screening: FlexiblePlate- Customizable and economical screening solution
FlexiPlate siRNA
� Custom siRNA sets for customer-specified genes and siRNA controls
� 96 or 384-well format
� Select siRNAs from any human, mouse, rat genes
� Validated siRNA, controls, flexible scales (0.1, 0.25, 1 nmol)
� Fast and easy access through QIAGEN’s GeneGlobe
� Up-to-date: GeneGlobe siRNAs are checked regularly for NCBI database updates
Sample & Assay Technologies- 27 -
Low throughput & validation: FlexiTube siRNA, GeneSolution and Premix
.FlexiTube siRNA� Flexible scale: 1,5,20 nmol for human and
mouse, 5, 20nmol for rat, lyophilized� Pre-annealed, ready for suspension� Chosen from HP GenomeWide or HP
Validated siRNAs� All sequence included� Up-to-date and easy to find and order
from GeneGlobe.com
.FlexiTube GeneSolution siRNA� Same features as above, except you get
4 pre-selected siRNAs for your gene
.FlexiTube siRNA Premix� siRNAs premixed with transfection
reagent
Sample & Assay Technologies- 28 -
AllStars RNAi controls
http://www.qiagen.com/Products/Applications/Gene-Silencing/
Negative control Use AllStars Negative Control siRNA� No phenotype in cell-based assays� Lowest off-target profile in GeneChip analysis� Shown to enter RISC
Positive control Use AllStars Hs Cell Death Control siRNA� Transfection and knockdown success visible by light microscopy� Ubiquitous utility in all human cell types� For optimization of transfection efficiency
Use AllStars Mm, Rn Cell Death Control siRNA
Extensively characterized controls for every aspect of RNAi experiments
Sample & Assay Technologies- 29 -
HiPerFect transfection reagent- can be used in a broad range of cell types
.Human cell lines:� 293� A549� AGS� Caco2� HCT116� HeLa� HeLa S3� HepG2� Huh-7� LNCaP� MCF-7� MDA MB231� U2OS
.Human primary cells:� HUVEC� NHDF
.Mouse cell lines:� NIH/3T3� B16 F1
Human cell lines Mouse cell line
� High efficiency - 100 pM siRNA� Effectiveness – primary cells, suspension cells, macrophages� Low cytotoxicity -minimal impact on cells� Efficient transfection of miRNA mimics or inhibitors.Highly suitable for high throughput screening
http://www.qiagen.com/Products/Applications/Gene-Silencing/#Transfection
Sample & Assay Technologies- 30 -
Transfection Cell Database- provided by our customers
http://www.qiagen.com/transfection/celllistlist
Sample & Assay Technologies- 31 -
Assays for real-time RT-PCR- FastLane Cell SYBR Green Kit
Applications:
�Validation of siRNA-mediated gene knockdown
�Screening of potential drugs
�Detection of stimulated gene regulation
� No RNA purification required, significantly saving time
� Just 3 steps from cells to real-time RT-PCR
� High-throughput analysis of 96- and 384-well plates
� Unique gDNA Wipeout Buffer enables detection of RNA only
� Immediate startup using optimized reagents and protocols
From cells to Real-time RT-PCR within minutes
http://www.qiagen.com/Search/FastLane-Cell-SYBR-Green-Kit#orderinginformation
Sample & Assay Technologies- 32 -
Dicer is required in both the siRNA and miRNApathways
What’s the phenotypic effect of Dicer knock down on p53 signaling?
Assess RNA Interference Phenotypes- Reporter Assays System
Conclusion: The regulation of p53 is tightly controlled by miRNA and/or siRNA processing.
Cignal Reporter Assay System
P53 Reporter
+ Dicer siRNA
■ Dual-luciferase & GFP format
■ Plasmid based reporter assay
■ Lentivirial based reporter assayCignal p53 Reporter Assay Kit
Sample & Assay Technologies- 33 -
Applications – QIAGEN’s siRNA
Application Examples4
1. Medium-throughput siRNA application
-Identify new regulators of apoptosis and chemoresistance
2. Genome-wide siRNA application-Identify human host factors crucial for influenza virus replication
Sample & Assay Technologies- 34 -
Application 1 – Apoptosis regulation
In total, 650 kinase genes and 222 phosphatase genes were screened
Department of Cell Biology, Harvard Medical School
Sample & Assay Technologies- 35 -
Application 1 – Experimental workflow
Nat. Cell Biol. 2005. 7, 591: “Sensitized RNAi screen of human kinases and phosphatases identifies
new regulators of apoptosis and chemoresistance”.
Sample & Assay Technologies- 36 -
Application 1 - Results
Silencing of the 4 survival kinases causes increased apoptosis;2 of 4 these kinases are novel and unknown function (RPS6KL1 and ROR1)
Ref: http://www.ncbi.nlm.nih.gov/pubmed/15864305
Sample & Assay Technologies- 37 -
Application 2 – Genome-wide screening
Qiagen Human Genome 1.0 and Human Druggable Genome siRNA Set V2.0
Libraries were used to screen
~ 62,000 siRNAs targeting 17,000 annotated genes and 6,000 predicted genes
Molecular Biology Department, Max Planck Institute for Infection Biology, Berlin, Germany
Sample & Assay Technologies- 38 -
Application 2 : Two-step screen procedure
Step 1:
� A549 human lung epithelial cells were transfected with siRNAs;
� Cells were infected with influenza A H1N1 virus (A/WSN/33).
Step 2:
� Infected cells transferred onto 293T human
embryonic kidney reporter cells;
� Gene knockdown effect assays were performed
Using Immunofluorescence staining and Luciferase
reporter assay
Sample & Assay Technologies- 39 -
Application 2 – Validation of hits
22,843 human genes Screened
Primary Hits: 287 genes
Validation of Hits: 168 genes
Validation: secondary analysis 11 genes interfered with early events
in virus replication;
7 genes involved in later infection stages
Validation: in vivo analysisCLK1: affect splicing of viral RNAs
P27: affect virus replication
3 parameters:
Luciferase expression;
% infected cells;
Tot. number of infected cells
4 siRNAs /target
Mimics in vivo
Ref: http://www.ncbi.nlm.nih.gov/pubmed/20081832
Sample & Assay Technologies- 40 -
.https://www.qiagen.com/geneglobe
� Genome-wide human, mouse, and rat libraries
� FlexiPlate & FlexiTube siRNA–100% custom siRNA sets, screening scale
� Most advanced siRNA design, updated database
� Functionally validated siRNA >2000 genes
� AllStar Controls:
Highly characterized negative, positive, and other controls
� Transfection cell database and other resources
� Transfection reagents, qPCR and reporter assays
A Complete solution of RNAi @ QIAGEN
Sample & Assay Technologies- 41 -
Thank You for Attending!
RNAi Search Portalwww.qiagen.comhttps://www.qiagen.com/geneglobe
Comprehensive RNAi Solution – siRNA