RNAi在研究實務上的 整合應用技術
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技術專員 費軫尹
20100803
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Overview of presentation
Basic Biology of RNA interference
Application of siRNA for gene function ?
How to study miRNA?
How to deliver siRNA and miRNA?
New prospects on RNAi research
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RNAi: A Historical Perspective
Flies: RNAi 1998
Kennerdell et al. 1998. Cell 95:1017 Hammond et al. 2000. Nature 404:293
Zamore et al. 2000. Cell 101:25
Mammals: RNAi 2001
Elbashir et al. (2001) Nature 411:494
Fungi: quelling 1992
Romano (1992) Mol Micro 6:3343
Plants: co-suppression 1990
Napoli et al. 1990. Plant Cell 2:279
Worms: RNAi 1998
Fire et al. (1998) Nature 391:806
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Discovery of microRNA
1993
2000 2001
2002 2003
2004 2005
2006
2007
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Mechanism of RNAi
1. miRNA gene is transcribed into pri-miRNA.
2. Pri-miRNA is processed into hairpin pre-miRNA.
3. Pre-miRNAs are
transported to cytoplasm.
4. Pre-miRNAs are processed into short, mature miRNA duplexes.
5. Mature miRNAs complex with RISC-like structure.
6. miRNA/RISC complex binds to target mRNA.
7. mRNA is translationally repressed or cleaved.
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siRNA -- A tool to elucidate gene
function
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only ~20% of randomly selected siRNAs knock-down target with efficiency 90% and higher
0 20 40 60 80 100 120
Activity of Randomly Selected siRNAs
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siRNA Properties Correlate with Functionality
Stability at terminus of each strand
Overall G/C content of siRNA molecule
Base preferences at specific positions
Nature Biotechnology (2004) 22:326-330
0 10 20 30 40 50 60 70 80 90 100
0 1 2 3 4 5 6 7 8 9 10
8 compound algorithm score
Silencing efficiency
Cell (2003) 115: 209-216
8 parameter algorithm score
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Naturally Generated siRNA Pools in Model Organisms
Long dsRNA
siRNA Pool Dicer
Adapted from Sioud (2006) Nature Biotechnology, 24: 521-522.
Long dsRNA
Mammalian cell
Different activities Different specificities Different length
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Synthetic siRNA Pools Ensure Robust Silencing
Target mRNA AAAAA
Target sequences avoid
–known SNPs
–highly redundant sequences –highly homologous sequences
Controlled Length- 21mers Highly functional
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Optimal design results in uniformly high functionality
Validation of SMARTpool
™Technology
0 20 40 60 80 100 120
random individual siRNAs
Collaboration with Joan Brugge’s laboratory, Harvard Medical School
Bioinformatics Chemical Modifications
Pooling
(>300 kinase targets)
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Functional siRNAs Induce Off-target Effects
Adapted from Jackson et al., (2003) Nature Biotechnology, 21: 635-638.
on-target activity off-target
signature
Functionality ≠ Specificity
0.2 0.4 0.6 0.8
0 1.0
Fraction MAPK14 remaining
protein RNA
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miRNA Gene Targeting
Nature (2005) 433:769
mRNA down-regulated
miRNA can down-regulate multiple gene targets
miRNA
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Functional siRNAs Induce Off-target Effects
Adapted from Jackson et al., (2003) Nature Biotechnology, 21: 635-638.
Functionality ≠ Specificity
AUG UAA AAAAAAA
cleavage
AUG UAA AAAAAAA
AUG UAA AAAAAAA
AUG UAA AAAAAAA
“seed” binding
0.2 0.4 0.6 0.8
0 1.0
Fraction MAPK14 remaining
protein RNA
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Seed Region is Responsible for Off-target Effects
RNA (2006) 21:635
P-value = 2.82 x 10-16 <<<0.05 (using χ2test of independence)
Number of Genes with 3' UTR Hexamer Matches
0 20 40 60 80 100
0 1 2 More
Number of Matches per Gene
Number of Genesnumber of genes
Number of genes with 3’UTR matches
number of matches per gene
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RISC Associated Helicase Activity
Conventional siRNA RISC Process
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Modification Applied to ON-TARGETplus™ siRNA Reagents
Chemical modifications to both the sense and antisense strands of the siRNA duplex:
Sense strand is deterred from entering RISC
Antisense strand requires more rigorous complementarity with target mRNA
Jackson AL et al. (2006) RNA 12: 1197-1205.
patent pending
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Chemical Modifications Eliminate Sense Strand-Mediated RNAi and Enhance Antisense Strand Specificity
patent pending
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Off-target Phenotype is Independent of Target Silencing
0 20 40 60 80 100 120 140
MAP2K1-1 MAP2K1-2 MAP2K1-3 MAP2K1-4 MAP2K2-1 MAP2K2-2 MAP2K2-3 MAP2K2-4 Lipid Untreated Lipid (MAP2K1) Untreated (MAP2K1) Lipid (MAP2K2) Untreated (MAP2K2)
Cell survival (%) __Target/GAPDH mRNA ratio (%)
- cell survival - target knockdown
Adapted from Fedorov et al., (2006) RNA, 12:1188
Target mRNA AAAAA
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Off-target Phenotype is Eliminated in the Context of siRNA Pools
0 20 40 60 80 100 120 140
MAP2K1-1 MAP2K1-2 MAP2K1-3 MAP2K1-4 MAP2K2-1 MAP2K2-2 MAP2K2-3 MAP2K2-4 Lipid Untreated Lipid (MAP2K1) Untreated (MAP2K1) Lipid (MAP2K2) Untreated (MAP2K2)
Cell survival (%) __Target/GAPDH mRNA ratio (%)
- cell survival - target knockdown
MAP2K1 pool MAP2K2 pool
Adapted from Fedorov et al., (2006) RNA, 12:1188
Target mRNA AAAAA
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ON-TARGETplus
™ SMARTpool®Reagents Provide Maximal Specificity
Collaboration with Agilent Technologies
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How to study miRNA?
Functional Assay
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miRIDIAN™ MicroRNA Mimics and Inhibitors:
What Are The Biological Outcomes?
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Product Details: miRIDIAN microRNA Mimic
Double-stranded synthetic RNA oligonucleotide
• Intended to mimic function of endogenous miRNA , chemically modified
Chemically modified to:
• Enter miRNA pathway with active strand
• Exclude passenger strand from loading
• Minimize interferon response
• Improve target binding specificity & efficiency
miRIDIAN Mimic designs now updated to Sanger miRBase 13.1
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Applications of miRIDIAN microRNA Mimics
Supplement miRNA activity to study gain-of-function effects
Screen for miRNAs that regulate gene expression and affect cellular pathways
Elucidate miRNA involvement in normal biological and disease pathways
Identify and validate miRNA targets
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miRIDIAN microRNA Mimic Positive Controls
Endogenous miRNA positive control
miR-122 Aldolase A
• Validated miRIDIAN microRNA Mimic that targets Aldolase A in human, mouse, and rat
• Provides the ability to optimize assay conditions by monitoring mimic function on an endogenous gene target (Aldolase A) with a conserved miR-122 binding site
Many cells lines express low to moderate levels of miR-122. Aldolase A is a predicted target of miR-122 and the 3' UTR is conserved in human, mouse and rat at the 8-mer miR-122 predicted seed site.
miRIDIAN microRNA Mimics designed to modulate endogenous miR- 122 was transfected at 50 nM (Huh-7 at 40 nM) using DharmaFECT 1 into the indicated cell lines and assessed for their ability to decrease AldoA mRNA levels. AldoA downregulation was determined at 3 days (HepG2 at 5 days) post-transfection.
(幾乎多數細胞都有表現的內 源性miRNA)
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Product Details: miRIDIAN microRNA Hairpin Inhibitors
Most effective inhibition of endogenous mature microRNA function by means of proprietary, innovative design
Patent-pending molecule combines chemical modifications and completely novel secondary structure motif
Superior potency and longevity in comparison to any other synthetic product offered commercially
Enhanced potency and longevity allows for multiplexed microRNA inhibition at very low nanomolar concentrations with minimal toxicity
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Applications of miRIDIAN microRNA HP Inhibitors
Suppress miRNA activity to study loss-of-function effects
Screen for miRNAs that regulate gene expression and affect cellular processes
Elucidate miRNA involvement in normal biological and disease pathways
Identify and validate miRNA targets
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miRIDIAN microRNA HP Inhibitor Positive Controls
Targets miR-16 in human, mouse, and rat cells resulting in reduced miR-16 activity
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Delivery of siRNA or miRNA &
experimental tips
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Transfection: Definition
A method for delivering DNA or RNA into mammalian cells, using a
complexing reagent such as cationic lipids.
AAAAAAA
target
detect outcome deliver
silence
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SMART tip : barrier tip ≠ filter tip
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Transfection and Viability
Broad spectrum of cell types
Efficient delivery
Low toxicity
Robust silencing
DNA
Efficient siRNA Delivery with Minimal Effect on Cell Viability
siGLO Green
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Applications of gene profiling
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Experimental design of Cytokine Protein Arrays
Cells treated with drugs/siRNA/miRNA of gene-of-interest or not
Collect supernatant or cell lysate Profile protein expression by Protein Array
Data analysis
Discover pathway-of-interest or biomarker
RNAi in Protein screening
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How to profiling gene expression by RNAi?
Antibody Array
• Semi-quantitative
• Quantitative
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How to analyze?
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Data presentation
Nature Vol 441|22 June 2006
Nature Medicine,Oct 2007
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39
Quantibody Array – Multiple ELISA platform
Sandwich-based ELISA
Quantibody Array使用三明治 法ELISA原理:利用固定於玻 片 載 體 上 的 專 一 capture antibodies,依序加入待測檢 體、detection antibodies、和 螢 光 標 定 物 , 最 後 以Laser Scanner的cy3波長判讀分析。
Alexa Fluor Dye-Streptavidin
Detection Antibody
Cytokine
Capture Antibody 10~40 cytokines for one sample
一張slide上有16個sub-array;
每個sub-array上有10到20個 cytokine以及positive control 、 negative control。每個target 都四重複,確保最佳實驗再 現性。
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Format: Standard glass slide with 16 removable wells Sample Volume: 50-100 ul
Detection Range: 0.5-3000 pg/ml Standard Curve Range: 5-800 pg/ml Signal Duration: 6 hours
Reproducibility: <20% well-to-well CV Detection Method: Fluorescence. (Cy3)
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Data Performance
A549 cell expression levels of IL-8, IP-10 and RANTES are altered by TNFα stimulation and siRNA transfection.
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Reverse phase: Profiling gene function by RNAi Library
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MicroRNA expression profiling to biomarker discovery
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• ELISA assay for downstream protein expression
Collect supernatant for determination of specific target protein Fix cell lysate on 96-well plate for In-Cell-ELISA
Detect phenotypes to get hints
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• Staining of Specific Marker as phenotype (IHC/IF) -- cell survival or proliferation
-- cell morphology
-- cytotoxicity or apoptosis -- cell migration
-- cell stress or DNA damage
Detect phenotypes to get hints (continued)
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Thank you for attention!
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