Microarray - Part 2 - Bioinformatics Institute · Microarray - Part 2 Pawan Dhar BII. What is a DNA...
Transcript of Microarray - Part 2 - Bioinformatics Institute · Microarray - Part 2 Pawan Dhar BII. What is a DNA...
![Page 1: Microarray - Part 2 - Bioinformatics Institute · Microarray - Part 2 Pawan Dhar BII. What is a DNA microarray? An array that contains large number of DNA molecules ... E-Taste chip](https://reader031.fdocuments.us/reader031/viewer/2022030702/5aedac667f8b9a45568ffade/html5/thumbnails/1.jpg)
Microarray - Part 2
Pawan DharBII
![Page 2: Microarray - Part 2 - Bioinformatics Institute · Microarray - Part 2 Pawan Dhar BII. What is a DNA microarray? An array that contains large number of DNA molecules ... E-Taste chip](https://reader031.fdocuments.us/reader031/viewer/2022030702/5aedac667f8b9a45568ffade/html5/thumbnails/2.jpg)
What is a DNA microarray? An array that contains large
number of DNA moleculesspotted on modified glassslides, nylon membranes orsilicon wafers.
Old: 1 gene, 1 experimentNew: 1000 genes, 1 experiment !
What’s similarbetween microarrayand a radio ?
![Page 3: Microarray - Part 2 - Bioinformatics Institute · Microarray - Part 2 Pawan Dhar BII. What is a DNA microarray? An array that contains large number of DNA molecules ... E-Taste chip](https://reader031.fdocuments.us/reader031/viewer/2022030702/5aedac667f8b9a45568ffade/html5/thumbnails/3.jpg)
Array types
• Complementary DNARNA -> DNA
• Oligonucleotidebased (~60 mer)
![Page 4: Microarray - Part 2 - Bioinformatics Institute · Microarray - Part 2 Pawan Dhar BII. What is a DNA microarray? An array that contains large number of DNA molecules ... E-Taste chip](https://reader031.fdocuments.us/reader031/viewer/2022030702/5aedac667f8b9a45568ffade/html5/thumbnails/4.jpg)
cDNA Arrays
• Extract mRNA (from cell line or tissue)• Generate a labeled sample (target)• Hybridize in parallel to DNA sequences• Detection• Analysis• Data management
![Page 5: Microarray - Part 2 - Bioinformatics Institute · Microarray - Part 2 Pawan Dhar BII. What is a DNA microarray? An array that contains large number of DNA molecules ... E-Taste chip](https://reader031.fdocuments.us/reader031/viewer/2022030702/5aedac667f8b9a45568ffade/html5/thumbnails/5.jpg)
Oligo arrays
• 20-25 mer oligos synthesized in situ• Technology: photolithography, ink-jet• 95% efficiency at each step• Alternative: Print presynthesized
oligos on glass
![Page 6: Microarray - Part 2 - Bioinformatics Institute · Microarray - Part 2 Pawan Dhar BII. What is a DNA microarray? An array that contains large number of DNA molecules ... E-Taste chip](https://reader031.fdocuments.us/reader031/viewer/2022030702/5aedac667f8b9a45568ffade/html5/thumbnails/6.jpg)
Microarray variants 1/4
Antibody M.Application: Protein Regulation >> Degradation,Phosphorylation, Dephosphorylation
Antigen M.Application: SLE, Rheumatoid Arthritis, MS
BAC M.Application: High resolution, High throughput Genomic Profiling
Bead M.Application: High surface to volume ratio
![Page 7: Microarray - Part 2 - Bioinformatics Institute · Microarray - Part 2 Pawan Dhar BII. What is a DNA microarray? An array that contains large number of DNA molecules ... E-Taste chip](https://reader031.fdocuments.us/reader031/viewer/2022030702/5aedac667f8b9a45568ffade/html5/thumbnails/7.jpg)
Bioarrays Synonymous with Gene Expression M.
Carbohydrate chips Rapid screening of carbos
Cell M. Multiwell M.
Chemical M. protein-organic compound interaction
E-Taste chip Mimicking human taste bud(Electrolytes, anti body/gens, whole bacteria)
Exon arrays To confirm predicted exons
Gel pad arrays 3D miniature test tubes
Microarray variants 2/4
![Page 8: Microarray - Part 2 - Bioinformatics Institute · Microarray - Part 2 Pawan Dhar BII. What is a DNA microarray? An array that contains large number of DNA molecules ... E-Taste chip](https://reader031.fdocuments.us/reader031/viewer/2022030702/5aedac667f8b9a45568ffade/html5/thumbnails/8.jpg)
Genome arrays E.coli, yeast, Arabidopsis
Lymphochip Lymphocyte specific gene exp.
Macroarrays Radioactively labeled probes (200-10K genes) (8X12 cm, 1 mm spot dia), Nylon membranes
Nano arrays >1000 protein domains/image
Phenotype M. Snapshot 2000 phenotypic responses/cell/drug Cell growth monitor/multiple conditions
Microarray variants 3/4
![Page 9: Microarray - Part 2 - Bioinformatics Institute · Microarray - Part 2 Pawan Dhar BII. What is a DNA microarray? An array that contains large number of DNA molecules ... E-Taste chip](https://reader031.fdocuments.us/reader031/viewer/2022030702/5aedac667f8b9a45568ffade/html5/thumbnails/9.jpg)
Proteome arraysProtein-protein interaction chipsRNA chipsSNP chipsSuspension arraysSynthetic DNA arraysTiling arraysTissue microarraysTox chipsTranscript microarraysUniversal microarrays
Microarray variants 4/4
![Page 10: Microarray - Part 2 - Bioinformatics Institute · Microarray - Part 2 Pawan Dhar BII. What is a DNA microarray? An array that contains large number of DNA molecules ... E-Taste chip](https://reader031.fdocuments.us/reader031/viewer/2022030702/5aedac667f8b9a45568ffade/html5/thumbnails/10.jpg)
Cy3 / Cy5
![Page 11: Microarray - Part 2 - Bioinformatics Institute · Microarray - Part 2 Pawan Dhar BII. What is a DNA microarray? An array that contains large number of DNA molecules ... E-Taste chip](https://reader031.fdocuments.us/reader031/viewer/2022030702/5aedac667f8b9a45568ffade/html5/thumbnails/11.jpg)
An overviewFrom experimentto analysis
GREEN represents Control DNA
RED represents Sample DNA
YELLOW represents anequal combination of Control &Sample DNA
BLACK represents areas whereneither the Control nor SampleDNA hybridized to the target DNA.
![Page 12: Microarray - Part 2 - Bioinformatics Institute · Microarray - Part 2 Pawan Dhar BII. What is a DNA microarray? An array that contains large number of DNA molecules ... E-Taste chip](https://reader031.fdocuments.us/reader031/viewer/2022030702/5aedac667f8b9a45568ffade/html5/thumbnails/12.jpg)
The Making ofMicroarraysAnother view
![Page 13: Microarray - Part 2 - Bioinformatics Institute · Microarray - Part 2 Pawan Dhar BII. What is a DNA microarray? An array that contains large number of DNA molecules ... E-Taste chip](https://reader031.fdocuments.us/reader031/viewer/2022030702/5aedac667f8b9a45568ffade/html5/thumbnails/13.jpg)
Microarray hardware
SlidesSpotter Pin heads
Scanner
Computer analysis
Photolithography
lamp
Mask Array
Affymetrix instrument system
![Page 14: Microarray - Part 2 - Bioinformatics Institute · Microarray - Part 2 Pawan Dhar BII. What is a DNA microarray? An array that contains large number of DNA molecules ... E-Taste chip](https://reader031.fdocuments.us/reader031/viewer/2022030702/5aedac667f8b9a45568ffade/html5/thumbnails/14.jpg)
Array TargetSegmentation
Background intensityextraction
Target intensityExtraction
Targetdetection
Imag
e an
alys
is
![Page 15: Microarray - Part 2 - Bioinformatics Institute · Microarray - Part 2 Pawan Dhar BII. What is a DNA microarray? An array that contains large number of DNA molecules ... E-Taste chip](https://reader031.fdocuments.us/reader031/viewer/2022030702/5aedac667f8b9a45568ffade/html5/thumbnails/15.jpg)
Do-it-yourself
• Building arrays in-house The MGuide. Version 2.0 Patrick Brown Lab (Stanford)
• http://cmgm.stanford.edu/pbrown/mguide/index.html
![Page 16: Microarray - Part 2 - Bioinformatics Institute · Microarray - Part 2 Pawan Dhar BII. What is a DNA microarray? An array that contains large number of DNA molecules ... E-Taste chip](https://reader031.fdocuments.us/reader031/viewer/2022030702/5aedac667f8b9a45568ffade/html5/thumbnails/16.jpg)
Probe deposition
Pins: Slotted, capillary tubes, piezoelectric ink jets, solid pins, pin-and-loop system.
Carrying capacity: 0.1-0.6 ulDeposit/element: 0.3-1 nL
Total number of spots: 400 / loading
Confounding factor: EvaporationParallel loading: 32 pinsPrinting time: 1-2 spots/s/pin
Gene Machine: 32 pins, 34,000 element microarray 100 slides, 17 hours
![Page 17: Microarray - Part 2 - Bioinformatics Institute · Microarray - Part 2 Pawan Dhar BII. What is a DNA microarray? An array that contains large number of DNA molecules ... E-Taste chip](https://reader031.fdocuments.us/reader031/viewer/2022030702/5aedac667f8b9a45568ffade/html5/thumbnails/17.jpg)
Microarray plates
Bestresult
High background fluorescence
Irregular spotmorphology
Comet tails Streaks
Low signal
![Page 18: Microarray - Part 2 - Bioinformatics Institute · Microarray - Part 2 Pawan Dhar BII. What is a DNA microarray? An array that contains large number of DNA molecules ... E-Taste chip](https://reader031.fdocuments.us/reader031/viewer/2022030702/5aedac667f8b9a45568ffade/html5/thumbnails/18.jpg)
Yeast on microarray
![Page 19: Microarray - Part 2 - Bioinformatics Institute · Microarray - Part 2 Pawan Dhar BII. What is a DNA microarray? An array that contains large number of DNA molecules ... E-Taste chip](https://reader031.fdocuments.us/reader031/viewer/2022030702/5aedac667f8b9a45568ffade/html5/thumbnails/19.jpg)
Chip statistics
cDNA per spot: 2-10 ng of cDNASpot diameter : 150 µm - 600 µmDistance between spots : 0.6 - 2 mmArray Shelf life: 9 monthsOptimum storage : 2 - 8°CTotal time scale: ~ 3 days
Sample preparation ~ 2 daysHybridization ~ O.N. (16 hours)Washing and staining ~ 1 hourScan ~ 10 minutes
![Page 20: Microarray - Part 2 - Bioinformatics Institute · Microarray - Part 2 Pawan Dhar BII. What is a DNA microarray? An array that contains large number of DNA molecules ... E-Taste chip](https://reader031.fdocuments.us/reader031/viewer/2022030702/5aedac667f8b9a45568ffade/html5/thumbnails/20.jpg)
FAQs 1/3Q How reliable are microarray results?A :( Error rate 30% -50%
Q Can microarrays be re-used?A Nylon ?
Q How much RNA is needed to process the sample ?A 10 µg total RNA (X2)
Q How many sample we must run to generateuseable data ?
A As many as possible
![Page 21: Microarray - Part 2 - Bioinformatics Institute · Microarray - Part 2 Pawan Dhar BII. What is a DNA microarray? An array that contains large number of DNA molecules ... E-Taste chip](https://reader031.fdocuments.us/reader031/viewer/2022030702/5aedac667f8b9a45568ffade/html5/thumbnails/21.jpg)
Q. Should I prehybridize the slides ?A. No.
Q. What is the volume of probe required when using the chamber?A. ~ 1.8 ml / hybridization
Q. What types of fluorescent dyes can be used?A. Cy3, Cy5, Alexa, Bodipy, FITC, Texas Red.
Q. Can fluorescent microscopes be used for detection? A. Yes, but… ?
FAQs 2/3
![Page 22: Microarray - Part 2 - Bioinformatics Institute · Microarray - Part 2 Pawan Dhar BII. What is a DNA microarray? An array that contains large number of DNA molecules ... E-Taste chip](https://reader031.fdocuments.us/reader031/viewer/2022030702/5aedac667f8b9a45568ffade/html5/thumbnails/22.jpg)
Q. How are signals normalized?
Q. When comparing differences in expression levelsbetween two arrays, what value is consideredsignificant?
Q. What results can I expect if I use RNA from adifferent species than the one for which the blot was made?
A: Unpredictable !
FAQs 3/3
![Page 23: Microarray - Part 2 - Bioinformatics Institute · Microarray - Part 2 Pawan Dhar BII. What is a DNA microarray? An array that contains large number of DNA molecules ... E-Taste chip](https://reader031.fdocuments.us/reader031/viewer/2022030702/5aedac667f8b9a45568ffade/html5/thumbnails/23.jpg)
An ideal strategy
• 3 sets of replicate experiments• 2 sets of slides for each expt.• Duplicate scanning for each slide
Objective: to identify & remove noise
![Page 24: Microarray - Part 2 - Bioinformatics Institute · Microarray - Part 2 Pawan Dhar BII. What is a DNA microarray? An array that contains large number of DNA molecules ... E-Taste chip](https://reader031.fdocuments.us/reader031/viewer/2022030702/5aedac667f8b9a45568ffade/html5/thumbnails/24.jpg)
Future Advances
• Further automation in tracking samplefrom start to finish
• Pin and printer design - to improve spotuniformity, spot density, printing speed
• Improvement in microfluidics
• Upgraded multi-channel scanners
![Page 25: Microarray - Part 2 - Bioinformatics Institute · Microarray - Part 2 Pawan Dhar BII. What is a DNA microarray? An array that contains large number of DNA molecules ... E-Taste chip](https://reader031.fdocuments.us/reader031/viewer/2022030702/5aedac667f8b9a45568ffade/html5/thumbnails/25.jpg)
Question time
The following sectionwill discuss possiblescenarios that ariseduring experimentswith microarrays
![Page 26: Microarray - Part 2 - Bioinformatics Institute · Microarray - Part 2 Pawan Dhar BII. What is a DNA microarray? An array that contains large number of DNA molecules ... E-Taste chip](https://reader031.fdocuments.us/reader031/viewer/2022030702/5aedac667f8b9a45568ffade/html5/thumbnails/26.jpg)
Problem 1
A researcher is scanning a cDNA microarrayand obtains an image with the followingcharacteristics: a few spots are very bright butmany spots are not visible. A colleaguesuggests that increasing the PMT intensity tovisualize missing spots. Describe whathappens if the PMT gain is increased. Is ittrue that many spots currently not visiblemight become visible? Should this be done ?
![Page 27: Microarray - Part 2 - Bioinformatics Institute · Microarray - Part 2 Pawan Dhar BII. What is a DNA microarray? An array that contains large number of DNA molecules ... E-Taste chip](https://reader031.fdocuments.us/reader031/viewer/2022030702/5aedac667f8b9a45568ffade/html5/thumbnails/27.jpg)
Problem 2
You collect mRNA from cells from a 30-year old patientand from an unaffected 30 year old person. You labelthe patients’ mRNA with red fluorescence tags and thenormal mRNAs with green fluorescence tags. You mixthe two labeled mRNAs and hybridize them on amicroarray. You find a significant similarity betweenpatients’ gene expression profile and the profile of theunaffected 30-year old person. However, a smallsubset of genes that cluster in this analysis alsocluster when the patients’ mRNA is compared to anunaffected 80-year old person's mRNA. Whatconclusion can you derive from such an experiment ?
![Page 28: Microarray - Part 2 - Bioinformatics Institute · Microarray - Part 2 Pawan Dhar BII. What is a DNA microarray? An array that contains large number of DNA molecules ... E-Taste chip](https://reader031.fdocuments.us/reader031/viewer/2022030702/5aedac667f8b9a45568ffade/html5/thumbnails/28.jpg)
Problem 3
1day 2days 3days
While studying the developmentally regulated pathway in C.elegans, a graduate student obtained following results at different time intervals. Which gene(s) do you think are developmentally regulated? Why ?
A
4
B
C
D
5
C
1
E
C
A
B
D
E
A
B
D
E
2 3 4 51 2 3 4 51 2 3
![Page 29: Microarray - Part 2 - Bioinformatics Institute · Microarray - Part 2 Pawan Dhar BII. What is a DNA microarray? An array that contains large number of DNA molecules ... E-Taste chip](https://reader031.fdocuments.us/reader031/viewer/2022030702/5aedac667f8b9a45568ffade/html5/thumbnails/29.jpg)
Devise an experiment that can helpinfer the function of an unknown gene
Problem 4
![Page 30: Microarray - Part 2 - Bioinformatics Institute · Microarray - Part 2 Pawan Dhar BII. What is a DNA microarray? An array that contains large number of DNA molecules ... E-Taste chip](https://reader031.fdocuments.us/reader031/viewer/2022030702/5aedac667f8b9a45568ffade/html5/thumbnails/30.jpg)
Assuming thatthis microarrayplate shows resultfrom an experimentat a single timepoint, what wouldbe your mostlikely conclusion ?Can you identifyco-regulated genesfrom this picture ?
Problem 5
![Page 31: Microarray - Part 2 - Bioinformatics Institute · Microarray - Part 2 Pawan Dhar BII. What is a DNA microarray? An array that contains large number of DNA molecules ... E-Taste chip](https://reader031.fdocuments.us/reader031/viewer/2022030702/5aedac667f8b9a45568ffade/html5/thumbnails/31.jpg)
Suggested Reading
• Cell 2000: 102, 9-15• Nature Reviews 2001: 2, 441-443• Nature Cell Biol 2001: 3, E175-178• Nature Reviews 2002: 3, 579-82• TIG 2002: 18(8), 395-398