Derek Huntley Flashcards
What is the aim of Lecture 1?
Learning how Gene Expression is measured and what techniques/technology has been developed to help us.
What does the word ‘genomics’ refer to?
Genomics is basically…
- Identifying location of genes
- Annotating them (including transcripts)
- Looking at how they are regulated
How Northern blot used to measure gene expression?
Simplest way to measure gene expression - Northern Blot
- Extract RNA
- Run Gel Electrophoresis - seperation by size
- Transfer RNA to a membrane
- Add a labelled probe that can hybridize to specific sequences
- Visualize using X-ray
The Degree of label (fluorescence or radioactivity) is correlated to the quantity present.
What trying to quantify Northern blot results - what should we remember to do?
Compare the target gene to internal control and adjust our result accordingly
Normalize our results by examining the change in fluorescence in target gene and our control
Generally speaking - accuracy is quite poor - example below we observe roughly 5 fold increase
Why do we do this?
Control for how much sample we start with and how much we end with.
For example, your experimental sample might just start with higher levels of mRNA to begin - by chance oberseve a significant increase in fluorescence
Briefly outline how the normal PCR procedure works.
- Denaturation
- Primer annealing - one on each strand in the 3’ region
- Elongation using taq polymerase
Note - if you were to amplify RNA then…
The number of copies after several rounds of replication are directly proportional to the initial mRNA level - hence, this can be taken advantage of in order to measure RNA levels
Outline the process of qPCR.
Describe whats happening the following qPCR graph.
How is qPCR normalisation performed?
Northern blot and qPCR limitations?
What are Microarrays?
Example of Microarray?
How do cDNA chips and Affy Array differ?
Note - Both use fluoresecent tags that bind to DNA allowing us to visualize the expression
How is Affy chip visualized/analysed?
How is cDNA chip visualized/analysed?
Microarray Limitations?
What is RNA-seq? What are its benefits?
General overview of RNA-seq process?
RNA-seq method - how can we can gauge the number of copies of a gene present?
What are the two ways used to normalize RNA-seq results?
What is RPKM/FPKM Normalisation?
Raw Read Count Normalisation - RNA-Seq Normalisation?
Remember this is RNA-Seq –> we obtain reads which map to a specific gene
- Take the mean of gene counts across all samples - Mean number of times a gene is expressed - expect it to be similar
- Divide gene count for a specific sample by the geometric mean –> use several
- Get a list of ratios - we take the median of this this list to be the normalization factor
Can RNA-seq be used to identify splice variants?
What is one of the main problems associated with RNA-seq - have created a solution for this?
Hint - Heterogeneity of the sample
What is the workflow (procedure) associated with Single Cell RNA-seq?
Single Cell RNA-seq Data Analysis performed?
Conclusions from gene expression, microarrays and RNA seq?
Conclusions
- Analysis of gene expression essential in bioscience research
- Microarrays revolutionised biological research enabling high throughput analysis –> They can be used to measure gene expression and also co-expression
But!
Ability to detect low expression levels not possible with microarrays, noisy, lacks recognition of transcript variantion/novel trasncripts, etc.
- Microarrays now superseded by RNA-seq –> RNA-seq provides far greater accuracy and can identify exact transcript –> Can also identify previously unknown transcripts
- Advancement has led to single cell RNA-seq –> Enables resolution of gene expression at the level of individual cells
- RNA seq used to provide candidate genes that expressed different to be further analyzed.
- Enables the identification of heterogeneity in cell populations
What does -seq mean?
Anything that has -seq at the end involves next gen sequencing
Lecture 2 aims?
DNA methylation review
How is DNA methylation performed in mammalian cells? WHat enzymes are involved?
How is methylation passed on during mitosis?
Is there a link between DNA methylation states and Disease?
In the genome, where Does DNA Methylation Occur?
Not referring to CpG islands!
What is the role of DNA methylation at intergenic regions?
Outline two examples whereby DNA methylation helps to maintain genomic integreity.
Aberrant - abnormal
What is the role of DNA Methylation around Repetitive Elements?
What is the link between DNA methylation and Cancer?
DNA Methylation Conclusions?
Outline how MeDIP-seq is used to identify DNA Methylation?
What is the following plot meant to depict?
Outline how Bisulphite (Bisulfite) Sequencing is performed?
Alternative to MeDIP-Seq
What does X-inactivation refer to?
What are Long Non-Coding RNA Sequences?
What is Xist? How does it allow for X chromosome inactivation?
HOTAIR is another example of a lncRNA, what does it do?
How do we identify what regions of DNA are associated with histone modifications?
What is the role of transcription factors?
Transcription factors either up- or down-regulate a gene
What are some examples of mechanisms used to regulate gene expression?
They use several mechanisms to regulate gene expression, including:
a) Stabilizing or blocking the binding of RNA polymerase to DNA
b) Recruit coactivator or corepressor proteins to the transcription factor DNA complex
c) Catalyse the acetylation or deacetylation of histone proteins
Reminder
- Histone acetyltransferase (HAT) activity – acetylates histone proteins. Weakens the association of DNA with histones making the DNA more accessible to transcription. Transcription is up-regulated
- Histone deacetylase (HDAC) activity – deacetylates histone proteins. Strengthens the association of DNA with histones making the DNA less accessible to transcription. Transcription is down-regulated
How do we identify TF binding sites?
What is ChIP-seq?
Outline the Chip-seq procedure.
Lecture 3 aims?
What is an SNP?
Why Are SNPs Important?