Test 3 Flashcards
(150 cards)
Genomics
Chromosomes/DNA
DNA copy-number assessment
– Comparative genome hybridization to DNA microarray
Mutation screening
- DNA sequencing
- Mass-spectrometry-based genotyping
- Mutation-specific PCR
Transcriptomics
DNA/mRNA
Gene-expression profiling
- DNA microarray
- Multiples PCR
MicroRNA-expression profiling
- DNA microarrays
- Multiplex PCR
Proteomics
Protein
Proteomic profiling
– Mass spectrometry
Phosphoproteromic profiling
– Mass spectrometry after immunoprecipitation specific antibodies
Methods of determining the sequence of DNA
Sanger sequencing (chain termination/dideoxy method)
Shotgun sequence method
2nd gen (eg. pyrosequencing)
Sanger Sequencing: protocol
- Denaturation
- Primer attachment and extension of bases (like PCR)
- Termination w/dye-labeled ddNTPs
- Gel electrophoresis
- - Run four separate reactions each with different ddNTPs
- - Run on a gel in four separate lanes
- - Read the gel from the bottom up
(Can be automated)
Sanger Sequencing: disadvantages
Only good for 500-750bp rxn
Expensive
Takes a while
The human genome is ~3 bil bp
Why was the Human Genome Project started?
Began in 1990
To study:
Human evolution
Nature v. nurture
Causes of disease
Shotgun Sequencing: protocol
Used to sequencing whole genome
- DNA extraction
- DNA fragmentation: DNA is broken up randomly into smaller fragments
- - Clone into vectors
- - Transform bacteria, grow, isolate vector DNA - Sequence the library: dideoxy method produces reads
- Reconstruction: assemble contiguous fragments
- - Look for overlap of reads
Pyrosequencing
Visible light is generated and is proportional to the number of incorporated nucleotides.
– Double peak heights indicate incorporations of two nucleotides in a row
DNA + NTP + DNA pol = DNA-NP = PPi
PPi + APS + ATP sulfurylase = ATP + SO4^2-
ATP + Luciferin + O2 + Luciferase =
AMP + PPi + Oxyluciferin + CO2 + LIGHT!!!!
Pyrosequencing:
disadvantages
Smaller sequences
Nonlinear light response after more than 5-6 identical nucleotides
Clonal Single Molecule Microarray: protocol
Attach DNA to flow cell
1) Prepare genomic DNA sample: randomly fragment genome DNA and ligate adaptors to both ends of the fragments
2) Attach DNA to surface: bind singel stranded fragments randomly to the inside surface of the flow cell channels
Bridge Amplification
3) Bridge amplificaiton: add unlabled nucleotides and enzyme to initiate solid phase bridge amplification
4) Fragments become double-stranded
Cluster Generation
5) Denature the double-stranded molecules
- - repeat cycles of solid phase bridge amplification
6) Completion of amplification: on completion, several million dense clusters of double-stranded DNA are generated in each channel of the flow cell
~1000 molecules/ 1um cluster
~ 20-30,000 clusters/tile
~ 40 M cluster/flowcell
Sequencing by Synthesis (SBS): protocol
Cycle 1:
- Add sequencing reagents
- First base incorporated
- Remove unincorporated bases
- Detect signal
Cycle 2-n: add sequencing reagents and repeat
(Same as reversible terminator chemistry?)
Reversible Terminator Chemistry
All 4 labelled nucleotides in 1 rxn
Higher accuracy
No problems w/homopolymer repeats
Steps:
- Incorporation
- Detection
- Deblock: fluor cleaved/removed
(same as sequencing by synthesis (sbs)?)
Base calling from images
The identity of each base of a cluster is read off from sequential images
1x flowcell = 8 lanes 1x lane = 3 columns (rows) 1x column = 100 tiles 1x tile = 4 images/cycle = 345,600 images for a 36-cycle run
Glass Slide Array/Affymetrix Gene Chip: protocol (general)
- RNA extraction
- Reverse transcription: cDNA reaction, purfication, and labeling by IVT
- Fragmentation (heat + Mg2+)
- Hybrization (label incorporation, Cy3/5)
- Washing
- Laser scanning
(Glass Slide: scan cy5 channel + cy3 channel & overlay images)
(Affymetrix GeneChip: photolithography) - Quantify
— load into database —
computer analysis –> bioinformatics
Glass Slide cDNA Microarray: advantages/disadvantages
Hybridize two samples/chip for direct comparison of samples
Non-standardized production can affect reproducibility (although there are now many quality-controlled commercial arrays available)
Longer sequences can have cross-hybridization with other genes
Don’t necessarily need to know all the genes in the genome. Can use unsequenced ESTs, for instance.
Affymetrix GeneChip: advantages/disadvantages
Limits 1:100,000 transcripts, ~5 transcripts/cell
Internal control lane with mismatch olgionucleotide probe cells to prevent false positives.
Can hybridize only one sample/chip. No direct comparisons of 2 samples.
Standardized production tends to give good reproducibility.
Limited amount of probe sequence can be problematic, but can also be helpful in limiting cross-hybrization
ChIP-chip: protocol
ChIP: chromatin immunoprecipitation
- Add formaldehyde and sonicate DNA to ~1kb
—- 1/2 sample —-
2. Add specific antibody
3. Immunoprecipitation
4. Reverse cross links and purify DNA
5. Amplify and label with Cy5
Hybridize to microarray
- — 1/2 sample —-
2. Reverse cross links and purify DNA
3. Amplify and label with Cy3
4. Hybridize to microarray
Tiled microarray
Cover a genomic region (or whole genome) at hight coverage.
Probes are designed to cover virtually every basepair of the sequence, usually excluding only simple sequence repeats.
In this way, there is no bias toward known transcribed regions.
Probe size and spacing determines resolution of the array.
Antibody Array: protocol
- Extract proteins from 2 samples
- Label 2 samples with Cy3/Cy5 and then mix
- Incubate on the array (with antibodies)
- Scan array
Single Cell Transcriptomic Approaches (3x): protocols
1)
- Introduce cell-unique barcoded primer beads
- Intracellular RT makes barcoded cDNA beads
- Cleave barcoded cDNA from beads
- Sequence barcoded cDNAs
2)
- Introduce primers and reagents, preform RT and RCA
- RCA generates ‘rolonies’ directly in cell sections.
- Sequence rolonies directly in cell sections.
3)
- Capture RNAs on surface bound primers, perform RT
- Eliminate all cell debres, except bound cDNA
- Single molecule sequencing of cDNA
Analysis Methods
T-test
ANOVA
Mann Whitney U Test
Type I error
alpha
false positives
p-value
Single gene analysis
Molecular cloning
Bacteria are usually the host cell used for basic cloning experiments