Microarrays Flashcards
what is a microarray
an ordered assembly of nucleic acids immobilised on a solid support
support = glass = like a microscope slide
describe microarray probes
probes = short pieces of ssDNA immobilised on surface of the array
- are oligonucleotides
- each spot on array consists of thousands of probes with same sequence
what are the expression levels of all genes in my sample
the transcriptome
which genes are expressed at different levels between two different types of samples
discover the biology of your samples classify samples predict which class a sample belongs to
describe gene expression microarrays
lots of copies of same probe in a spot
each spot gives the relative expression for one transcript
detects all known transcripts in one sample
describe expression analysis
- normalisation
- hierarchical clustering
- gene filtering
- statistical tests
- generate gene list
- biological interpretation
describe clustering
organises data with similar patterns into classes objects within a class are more similar to each other than to objects outside the class
describe data repositories
maximise utility of microarray = share data and use other peoples data
if user provides minimum info about microarray experiment = easier to compare results
array express
GEO = gene expression omnibus
q-pcr
we can make rt-pcr quantitative by counting number of copies of amplified DNA present
we count the copies by using fluorescent molecules = taks
how do you count the number of amplified molecules present
- include a dye in the PCR reaction mix that fluoresces when it binds double-stranded DNA
- label a probe in per that only fluoresces when it is incorporated in the PCR product
why qPCR
- used to independently confirm differences in RNA levels between samples
- probe binding is noisy and differences can be detected that are not real, especially where differences are small
- RNA seq is a more accurate measure of RNA transcript abundance, it is more reproducible and works over a much wider range of concentrations, but more expensive
breast cancer endopredict risk estimation
- at low score, endocrine therapy alone is sufficient
- at higher scores, et+c os beneficial compared to ET alone
this test ensures that only patients who will benefit from chemotherapy will receive it
SNP microarrays
genome wide association studies are only possible as we can genotype large numbers of SNPs in large numbers of subjects
this is possible by using microarrays that hybridise with genomic DNA adjacent to SNPs
the SNP is extended by one base that is fluorescently labelled and detected using high definition scanner
describe a spot
lots of copies of same single stranded oligonucleotide probe
each probe is for genotyping one SNP
describe genotyping microarrays
each spot gives genotype for one SNP
up to 5 million spots per sample on array
genome-wide analysis possible