MBB 267 Week 3: RMC 5 Flashcards
What is Genomics used for?
Used to identify the primary structure of the genome ( the sequence of As, Cs, Gs, and Ts, through de novo assembly or read mapping)
What is transcriptomics used for?
Is the study of genome-wide gene expression, which is used to identify information about:
- What gene are expressed
- Time of expression
- the amount of expression
What is a microarray?
A microarray is a laboratory tool used to detect the expression of thousands of genes at the same time.
How does a microarray work?
Process
-it consists of a glass slide, onto which a spot consisting of lots of copies of a probe sequence can be attached, the copies of the probes are synthesised on the surface of the array.
-The microarray consists of many spots in an ordered arrangement , and the exact position of each spot is known. Each spot has a different sequence, which has been designed to correspond to a particular region of a genome of interest.
-We hybridise a fluorescently labelled RNA sample to a probe on the surface of the microarray.
-If a particular transcript has a complementary sequence to one of the probes on the array, it will hybridise to it. —–The fluorescence can be detected at that particular position on the surface of the array.
The amount of transcript which hybridises to a particular spot is proportional to the abundance of that transcript in the RNA sample - so spots with sequences which correspond to highly expressed genes will show bright fluorescence, while weak expressed genes will show less fluorescence, and genes which are switched off will show little or no sign
What are the limitations of Microarrays?
Considered as a low-resolution sequencing technology
- If we get a signal for a particular probe, we know that that sequence (or something sufficiently similar) is present in our sample. However, we usually don’t know if that is the exact sequence that is present
- Only known sequences are covered by the microarray, unknown sequences are not covered
- limit to how much RNA can hybridise to a particular spot on the microarray, can limit highly expressed genes
What is an RNA-seq?
RNA-seq is a technique that can examine the quantity and sequences of RNA in a sample using next generation sequencing. It analyzes the transcriptome of gene expression patterns encoded within RNA.
How does RNA-seq work?
RNA extracts from our cells can be fragmented and converted to cDNA. We can then attach adapters to the ends of our fragments, and sequence them on an Illumina, to produce RNA-seq reads. The RNA-seq reads produced by the Illumina can be mapped to a reference genome. The number of reads mapping to each gene is used as a measure of the expression level of each gene
What is the use of Microarrays and RNA-seq?
Microarrays and RNA-seq allow us to perform genome-wide experiments to measure the expression of every gene simultaneously
What is a Northern Blot?
A traditional method of assessing expression of a particular gene. Radiolabelled probes are used to detect the presence of a particular transcript within a whole cell RNA extract. The level of expression can be assessed quantitatively by the size of the band
What is RT-qPCR?
Reverse transcription quantitative PCR( RT-PCR) uses reverse transcriptase to make cDNA from transcripts.
How does RT-qPCR work?
Process of how RT-qPCR works?
- We have our RNA sequence and we reverse transcribe it, forming cDNA.
- The cDNA corresponding can be PCR amplified,
- Then use fluorescent primers, which allows the level of the transcript to be quantified relative to a reference gene or a DNA standard.
What is the challenge faced when using RNA-seq on eukaryotic organisms?
The processed mRNAs consist of adjacent exon sequences, but the exons are separated by introns in the genome sequence. Reads overlapping exon junctions need to be split during mapping. To do this we need a splice aware aligner.
What is De novo assembly?
De novo sequencing refers to sequencing a novel genome where there is no reference sequence available for alignment. This is similar to genome assembly, but more complex since not all transcripts are present at the same level, and the same gene may produce multiple different transcripts
RNA-seq vs. Microarrays
- Similarities:
- both well-developed technologies with minimal technical variation
- Differences:
- RNA-seq has a larger dynamic range than microarrays i.e. a greater ability to distinguish different levels of expression
- Microarrays only give information for pre-selected regions of the genome. RNA-seq is genome-wide, and can detect novel transcripts
- RNA-seq allows us to detect differences from the reference genome, such as SNPs in transcribed regions
- RNA-seq can be done without a reference genome – de novo assembly of the transcriptome is possible
What are Technical Replicates?
involve assessing the same biological sample multiple times. Tells us about technical variation in our microarray or RNA-seq procedure