Department of Statistics, University of California, Berkeley, and Division of Genetics and Bioinformatics, The Walter and Eliza Hall Institute of Medical Research, cDNA microarrays on glass cDNA microarrays on glass slides slides An overview of the Brown-De Risi- Iyer technology, based on —the 2000 CSH Microarray Course notes, Nature Genetics Supp, Jan 1999, —two books edited by M Schena: DNA Microarrays, A Practical Approach, OUP 1999, and Microarray Biochip Technology, Eaton Publishing, 2000, —DNA Arrays or Analysis of Gene Expression by M. Eisen and P. Brown, and —the experiences of my colleagues.
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Department of Statistics, University of California, Berkeley, and Division of Genetics and Bioinformatics, The Walter and Eliza Hall Institute of Medical Research,
cDNA microarrays on glass cDNA microarrays on glass slidesslides
An overview of the Brown-De Risi- Iyer technology, based on —the 2000 CSH Microarray Course notes, Nature Genetics Supp, Jan 1999, —two books edited by M Schena: DNA Microarrays, A Practical Approach, OUP 1999, and Microarray Biochip Technology, Eaton Publishing, 2000, —DNA Arrays or Analysis of Gene Expression by
M. Eisen and P. Brown, and —the experiences of my colleagues.
Department of Statistics, University of California, Berkeley, and Division of Genetics and Bioinformatics, The Walter and Eliza Hall Institute of Medical Research,
HistoryHistory
cDNA microarrays have evolved from Southern blots, with clone libraries gridded out on nylon membrane filters being an important and still widely used intermediate. Things took off with the introduction of non-porous solid supports, such as glass - these permitted miniaturization - and fluorescence based detection. Currently, about 20,000 cDNAs can be spotted onto a microscope slide. The other, Affymetrix technology can produce arrays of 100,000 oligonucleotides on a silicon chip. I will not discuss these further.
Department of Statistics, University of California, Berkeley, and Division of Genetics and Bioinformatics, The Walter and Eliza Hall Institute of Medical Research,
THE PROCESSTHE PROCESSBuilding the Chip:
MASSIVE PCR PCR PURIFICATION and PREPARATION
PREPARING SLIDES PRINTING
Preparing RNA:
CELL CULTURE AND HARVEST
RNA ISOLATION
cDNA PRODUCTION
Hybing the Chip:POST PROCESSING
ARRAY HYBRIDIZATION
PROBE LABELING
DATA ANALYSIS
Department of Statistics, University of California, Berkeley, and Division of Genetics and Bioinformatics, The Walter and Eliza Hall Institute of Medical Research,
cDNA clones(probes)
PCR product amplificationpurification
printing
microarray Hybridise target to microarray
mRNA target)
excitation
laser 1laser 2
emission
scanning
analysis
overlay images and normalise
0.1nl/spot
Department of Statistics, University of California, Berkeley, and Division of Genetics and Bioinformatics, The Walter and Eliza Hall Institute of Medical Research,
Department of Statistics, University of California, Berkeley, and Division of Genetics and Bioinformatics, The Walter and Eliza Hall Institute of Medical Research,
MASSIVE PCR PCR PURIFICATION and PREPARATION
PREPARING SLIDES
PRINTING
Building the Chip:
Full yeast genome = 6,500 reactions IPA precipitation +EtOH
washes + 384-well format
The arrayer: high precision spotting device capable of printing 10,000 products in 14 hrs, with a plate change every 25 mins
Polylysine coating for adhering PCR products to glass slides
POST PROCESSING
Chemically converting the positive polylysine surface to prevent non-specific hybridization
Department of Statistics, University of California, Berkeley, and Division of Genetics and Bioinformatics, The Walter and Eliza Hall Institute of Medical Research,
Preparing RNA:
CELL CULTURE AND HARVEST
RNA ISOLATION
cDNA PRODUCTION
Designing experiments to profile conditions/perturbations/mutations and carefully controlled growth conditions
RNA yield and purity are determined by system. PolyA isolation is preferable but total RNA is useable. Two RNA samples are hybridized/chip.
Single strand synthesis or amplification of RNA can be performed. cDNA production includes incorporation of Aminoallyl-dUTP.
Department of Statistics, University of California, Berkeley, and Division of Genetics and Bioinformatics, The Walter and Eliza Hall Institute of Medical Research,
Hybing the Chip:
ARRAY HYBRIDIZATION
PROBE LABELING
DATA ANALYSIS
Cy3 and Cy5 RNA samples are simultaneously hybridized to chip. Hybs are performed for 5-12 hours and then chips are washed.
Two RNA samples are labelled with Cy3 or Cy5 monofunctional dyes via a chemical coupling to AA-dUTP. Samples are purified using a PCR cleanup kit.
Ratio measurements are determined via quantification of 532 nm and 635 nm emission values. Data are uploaded to the appropriate database where statistical and other analyses can then be performed.
Department of Statistics, University of California, Berkeley, and Division of Genetics and Bioinformatics, The Walter and Eliza Hall Institute of Medical Research,
M-Guide: Build your own M-Guide: Build your own arrayerarrayer
• M-Guide
• Array Maker Documentation
• Printing Microarrays
Department of Statistics, University of California, Berkeley, and Division of Genetics and Bioinformatics, The Walter and Eliza Hall Institute of Medical Research,
Printing MicroarraysPrinting Microarrays• Print Head• Plate Handling• XYZ positioning– Repeatability & Accuracy– Resolution
• Environmental Control– Humidity – Dust
• Instrument Control• Sample Tracking Software
Department of Statistics, University of California, Berkeley, and Division of Genetics and Bioinformatics, The Walter and Eliza Hall Institute of Medical Research,
Ngai Lab arrayer , UC Berkeley
Department of Statistics, University of California, Berkeley, and Division of Genetics and Bioinformatics, The Walter and Eliza Hall Institute of Medical Research,
Microarray GridderMicroarray Gridder
Department of Statistics, University of California, Berkeley, and Division of Genetics and Bioinformatics, The Walter and Eliza Hall Institute of Medical Research,
Slide Preparation: Home GrownSlide Preparation: Home Grown
Protocol for preparing poly-L-Lysine slides for Microarrays
1. Wash 180 slides completely
2. Prepare poly-lysine solution
3. Pour solution over slide
4. Rinse, spin dry and store slides
5. Use slides no less than 2 and no more than 4-6 months later
Department of Statistics, University of California, Berkeley, and Division of Genetics and Bioinformatics, The Walter and Eliza Hall Institute of Medical Research,
Department of Statistics, University of California, Berkeley, and Division of Genetics and Bioinformatics, The Walter and Eliza Hall Institute of Medical Research,
Protocol for Amplifying Products Protocol for Amplifying Products to Print on Arrayto Print on Array
All PCR reactions in 96-well format, 100 ml reaction volume
Perform PCR reactions in a Tetrad Machine
Reactions are assayed on 96 well agarose gel
Need multi-channel pipetting system
Also desirable to have Multimek 96-well pipetting robot
Product Amplification and preparation: What to Print?
Department of Statistics, University of California, Berkeley, and Division of Genetics and Bioinformatics, The Walter and Eliza Hall Institute of Medical Research,
MJ Tetrad PCR machine
Department of Statistics, University of California, Berkeley, and Division of Genetics and Bioinformatics, The Walter and Eliza Hall Institute of Medical Research,
Protocol for preparation of Plasmid Protocol for preparation of Plasmid DNA from Bacterial Clones Containing DNA from Bacterial Clones Containing
Mammalian DNAMammalian DNA
1. Inoculate a deep 96-well plate filled with IB (+ antibiotic marker) with a small amount of bacterial culture. Incubate with shaking at 37˚C
2. Spin down the cultures and follow the manufacturer’s protocol for the QIAprep
3. Use 1-5 ul of eluted plasmid DNA as PCR template
Department of Statistics, University of California, Berkeley, and Division of Genetics and Bioinformatics, The Walter and Eliza Hall Institute of Medical Research,
Protocol for precipitation and 384 Protocol for precipitation and 384 Well Arraying of PCR productsWell Arraying of PCR products
1. After running reactions on 1% agarose gel and documenting results, add sodium acetate, pH 5.5 and 110 ul room temp isopropanol
2. Transfer reactions to U-bottom plates,.. tape plates together.
3. Spin plates at 4.500 rpm for 2 hours
4. Carefully aspirate solution
5. Add 100ul 70% EtOH. Spin plates for another hour at 4,500
6. Aspirate again and let air dry or dry in a 96 well speed-vac
7. Allow PCR products to resuspend in 20ul of H2O for at least 18 hours
8. Transfer products to 384 -well printing plates
9. Dry plates down in speed-vac and resuspend products in 3X SSC
10. Let plates resuspend overnight before printing.
Department of Statistics, University of California, Berkeley, and Division of Genetics and Bioinformatics, The Walter and Eliza Hall Institute of Medical Research,
Department of Statistics, University of California, Berkeley, and Division of Genetics and Bioinformatics, The Walter and Eliza Hall Institute of Medical Research,
Printing ApproachesPrinting Approaches
Non - Contact • Piezoelectric dispenser• Syringe-solenoid ink-jet dispenser
Contact (using rigid pin tools, similar to filter array)
• Tweezer• Split pin• Micro spotting pin
Department of Statistics, University of California, Berkeley, and Division of Genetics and Bioinformatics, The Walter and Eliza Hall Institute of Medical Research,
Micro Spotting pin
Micro Spotting pin
Department of Statistics, University of California, Berkeley, and Division of Genetics and Bioinformatics, The Walter and Eliza Hall Institute of Medical Research,
Department of Statistics, University of California, Berkeley, and Division of Genetics and Bioinformatics, The Walter and Eliza Hall Institute of Medical Research,
Practical ProblemsPractical Problems
—Surface chemistry: uneven surface may lead to high background.
—Dipping the pin into large volume -> pre-printing to drain off excess sample.
—Spot variation can be due to mechanical difference between pins. Pins could be clogged during the printing process.
—Spot size and density depends on surface and solution properties.
—Pins need good washing between samples to prevent sample carryover.
Department of Statistics, University of California, Berkeley, and Division of Genetics and Bioinformatics, The Walter and Eliza Hall Institute of Medical Research,
Post Processing ArraysPost Processing Arrays
Protocol for Post Processing Microarrays
Hydration/Heat Fixing
1. Pick out about 20-30 slides to be processed.
2. Determine the correct orientation of slide, and if necessary, etch label on lower left corner of array side
3. On back of slide, etch two lines above and below center of array to designate array area after processing
4. Pour 100 ml 1X SSC into hydration tray and warm on slide warmer at medium setting
5. Set slide array side down and observe spots until proper hydration is achieved.
6. Upon reaching proper hydration, immediately snap dry slide
7. Place slides in rack.
Department of Statistics, University of California, Berkeley, and Division of Genetics and Bioinformatics, The Walter and Eliza Hall Institute of Medical Research,
Surface blocking
1. Store succinic anhydride in vacuum dessicator until ready for use.
2. Measure 335 ml 1-methly-2-pyrrolidinone into designated clean dry slide dish with stir bar
3. Dissolve 5.5 g succinic anhydride completely
4. IMMEDIATELY after succinic anhydride dissolves, mix in 15 ml 1M NaBorate pH 8.0 and submerge slides in solution. Shake evenly under level of solution.
5.Soak slides in solution on shaker for 15’
6. Before 15’ incubation is done, reduce heat on boiling water so temp is approx 95C and no more bubbles are present. Drain excess blocking solution off slides and transfer slide rack to boiling water and incubate for 1’30”
7. Transfer rack to dish of 95% EtOH and plunge 5X. Spin down on tabletop.
8. Arrays may be used immediately or stored for future use.
Department of Statistics, University of California, Berkeley, and Division of Genetics and Bioinformatics, The Walter and Eliza Hall Institute of Medical Research,
Isolating Nucleic Acid: Isolating Nucleic Acid: “RNA, Membranes, and Tumors”“RNA, Membranes, and Tumors”
Protocol for Total RNA isolation in S. Cerevisae
Modified FastTrack Protocol for Yeast Poly-A RNA Isolation
Protocol for Poly-A Isolations
Revised Protocol for FastTrack mRNA extraction from Human Cells
Tumor mRNA isolation
Gradient-based membrane-bound Polysome Protocol
Protocol for Immunoprecipitation of Chromatin from Fixed Yeast Beadbeater Method
Department of Statistics, University of California, Berkeley, and Division of Genetics and Bioinformatics, The Walter and Eliza Hall Institute of Medical Research,
Department of Statistics, University of California, Berkeley, and Division of Genetics and Bioinformatics, The Walter and Eliza Hall Institute of Medical Research,
Protocol for Total RNA Isolation in Protocol for Total RNA Isolation in S. Cerevisae S. Cerevisae
1. Spin down cells (about 250ml at OD600=0.5). Dump supernatant.
2. Resuspend in 12 ml of AE Buffer. Transfer to Oak Ridge phenol resistant centrifuge tubes.
3. Add 800 ul 25% SDS, 12 ml acid phenol. Mix well.
4. Incubate 10’ at 65 ˚C, vortexing every minute.
5. Incubate 5’ on ice.
6. Spin down 15 minutes at 10,000 rpm in SS34 rotor
7. Dump supernatant into pre-spun 50 ml PhaseLock tube.Add 15 ml chloroform and shake to mix (…ctd)
Department of Statistics, University of California, Berkeley, and Division of Genetics and Bioinformatics, The Walter and Eliza Hall Institute of Medical Research,
8. Spin down 10’ at 3,000 rpm in table-top centrifuge
9. Dump supernatant into new oak Ridge tube
10. Add 1/10 volume 3M NaAcetate and equal volume of room temperature isopropanol
11. Spin down 35’-40’ at 12,000 rpm in SS34
12. Wash with 70% EtOH, resuspending pellet, spin again 20’ at 12,000 rpm
13. Dump off EtOH. Dry pellet in vacuum oven briefly
14. Resuspend in 500ul water
15. Quantitate via spec and run 1ug on 1% agarose gel
16. Store total RNA in -80˚C
Protocol for Poly-A Isolations more complex: 18 steps.
Department of Statistics, University of California, Berkeley, and Division of Genetics and Bioinformatics, The Walter and Eliza Hall Institute of Medical Research,
Labelling Nucleic AcidLabelling Nucleic Acid
Protocol for Reverse transcription and Amino-allyl Coupling of RNA
Preparation of Fluorescent cDNA Probe from Human mRNA (alternate protocol)
Modified Eberwine (“ANTISENSE”) RNA Amplification Protocol
Protocol for labeling Genomic DNA for Microarrays - Version 1
Genomic DNA Labeling Protocol
Round A/B DNA Ampification Protocol
Department of Statistics, University of California, Berkeley, and Division of Genetics and Bioinformatics, The Walter and Eliza Hall Institute of Medical Research,
Preparation of Fluorescent cDNA Preparation of Fluorescent cDNA Probe from Human mRNA Probe from Human mRNA
(alternate protocol(alternate protocol))1. To anneal primer, mix 2 ug of mRNA with 2 ug of a regular or
anchored (5’-TTT TTT TTT TTT TTT TTT TT VN-3’) oligo-dT primer in a total volume of 15 ul (x 2)
2. Heat to 70 ˚C for 10 min and cool on ice
3. Add 15 ul of reaction mixture each to Cy3 and Cy5 reactions (5X first strand buffer, 0.1M DTT, unlabeled dNTPs, Cy3 or Cy5, Superscript II
4. 5X first strand buffer: 250 mM Tris-HCl, 375 KCl, 15mM MgCl2
5. Incubate at 42 ˚C for 1.5-2 hrs
6. Degrade RNA by addition of 15ul of 0.1N NaOH, and incubate at 70 ˚C ……(ctd)
Department of Statistics, University of California, Berkeley, and Division of Genetics and Bioinformatics, The Walter and Eliza Hall Institute of Medical Research,
7. Neutralize by addition of 15 ul of 0.1N HCl, and bring the volume to 500 ul with TE
8. Add 20 ug of Cot1 hman DNA
9. Purify probe by centrifuging in a Centricon micro-concentrator
--------------------------------------------------------------------------------------
10. Combine the separate concentrated probes (Cy3 and Cy5) into a fresh Centricon, bring to a volume of 500 ul with TE and concentrate again
11. Add 1 ul of 10ug/ul polyA RNA and 1 ul of 10ug/ul tRNA
12. Adjust volume to 9.5 ul with distilled water
13. For final probe preparation add 2.1 ul 20XSSC and 0.35 ul 10% SDS. Final probe volume can be adjusted to between 12 ul and 15 ul.
14. Denature probe by heating for 2 min at 100 ˚C, and incubate at 37 ˚C for 20-30 min
15. Place on array under a glass cover slip
16. Hybridize at 65 ˚C for 14 to 18 hours in a custom slide chamber with humidity maintained by a small reservoir of 3XSSC
17. Wash arrays by submersion and agitation for 2-5 min in 2X SSC with 0.1%SDS followed by 1X SSC and 0.1X SSC
18. Spin dry by centrifugation for 2c min on a slide rack in a tabletop centrifuge at 650 rpm for 2min
Department of Statistics, University of California, Berkeley, and Division of Genetics and Bioinformatics, The Walter and Eliza Hall Institute of Medical Research,
HybridizationHybridization
• Humidity• Temperature• Formamide
(Lowers the Tm)
LABEL
3XSSC
HYB CHAMBER
ARRAY
SLIDE
LIFTERSLIP
SLIDE LABEL
Department of Statistics, University of California, Berkeley, and Division of Genetics and Bioinformatics, The Walter and Eliza Hall Institute of Medical Research,
Hybridization Chamber
Department of Statistics, University of California, Berkeley, and Division of Genetics and Bioinformatics, The Walter and Eliza Hall Institute of Medical Research,
Protocol for Array HybridizationProtocol for Array Hybridization
1. Prepare probe as described at the end of the labeling protocol
2, Set slide in hybridisation chamber
3. Clean a lifterslip with EtOH and Kimwipes. Place slip on array using either fingers or forceps
4. Boil probe for 2 min at 100 ˚C. Let cool 5-10 min at room temp.
5. Slowly inject the probe under one corner of the cover slip until the array surface is covered. Continue to apply remaining probe at the other corners.
6. Tightly screw down chamber lid and carefully place chamber in a 63˚C water bath,
7. Allow hybridisation to run at least 5 hours but not more than 16 hours.
Department of Statistics, University of California, Berkeley, and Division of Genetics and Bioinformatics, The Walter and Eliza Hall Institute of Medical Research,
Array Washing ProtocolArray Washing Protocol Details of 7-stage washing protocol skipped but it is
a very important step.
…………...
8. Try to scan array within hours of washing as the Cy dyes are unstable and will degrade differentially.
Department of Statistics, University of California, Berkeley, and Division of Genetics and Bioinformatics, The Walter and Eliza Hall Institute of Medical Research,
Micrograph of a portion of hybridization probe from a yeast mciroarray (after hybridization).
Department of Statistics, University of California, Berkeley, and Division of Genetics and Bioinformatics, The Walter and Eliza Hall Institute of Medical Research,
GenePix 4000a Microarray GenePix 4000a Microarray Scanner ProtocolScanner Protocol
1. Turn on scanner.
2. Slide scanner door open. Insert chip hyp side down and clip chip holder easily around the slide
3 Set PMTs to 600 in both 635nm (Cy3) and 532 (Cy5) channels.
4. Perform low resolution “PREVIEW SCAN” to determine location of spots and initial hyb intensities
5. Once scan location determined, draw a “SCAN AREA” marquis around the array
6. Perform quick visual inspection of hyb and make initial adjustments to PMTs
7. For gene expression hybs, raise or lower the red and green PMTs to achieve color balance
8. Before you perform your data scan, change “LINES TO AVERAGE” to 2.
9. Perform a high-resolution “DATA-SCAN”……(ctd)
Department of Statistics, University of California, Berkeley, and Division of Genetics and Bioinformatics, The Walter and Eliza Hall Institute of Medical Research,
10. Observe the histograms and make adjustments to PMTs.
11. Once the PMT level has been set so that the Intensity Ratio is near 1.00 perform a “DATA SCAN” over “SCAN AREA” and save the results.
12. To save your image, select “SAVE IMAGES”.
13. Save as type=Multi-image TIFF files.
14. Once scanned and saved, you are ready to assign spot identities and calculate results.
Note: For us, normalization is performed later during data analysis.
GenePix 4000a MicroarrayGenePix 4000a Microarray Scanner Protocol, ctd Scanner Protocol, ctd
Department of Statistics, University of California, Berkeley, and Division of Genetics and Bioinformatics, The Walter and Eliza Hall Institute of Medical Research,
Department of Statistics, University of California, Berkeley, and Division of Genetics and Bioinformatics, The Walter and Eliza Hall Institute of Medical Research,
Summary of analysis possibilitiesSummary of analysis possibilitiesDetermine genes which are differentially expressed (this task
can take many forms depending on replication, etc)
Connect differentially expressed genes to sequence databases and perhaps carry out further analyses, e.g. searching for common upstream motifs
Overlay differentially expressed genes on pathway diagrams
Relate expression levels to other information on cells, e.g. known tumour types
Define subclasses (clusters) in sets of samples (e.g. tumours)
Identify temporal or spatial trends in gene expression
Seek roles for genes on the basis of patterns of co-expression
……..much more
Many challenges: transcriptional regulation involves redundancy, feedback, amplification, .. non-linearity
Department of Statistics, University of California, Berkeley, and Division of Genetics and Bioinformatics, The Walter and Eliza Hall Institute of Medical Research,
Biological Question
Sample preparationMicroarray
Life Cycle
Data Analysis & Modeling
Microarray Reaction
MicroarrayDetection
Taken from Schena & Davis