Lecture 25: Functional Genomics 1 Flashcards

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1
Q

Why does it matter to know when and where a gene is expressed?

A
  1. Gene expression can be v specific:
    a. Cell and/or tissue types
    b. Times during development
    c. Under particular conditions (e.g., stress)
    d. During disease (e.g., cancer)
  2. Understanding when and where can be
    important for understanding gene
    function
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2
Q

What are different techniques used to determine when and where a gene is expressed?

A
  1. In situ hybridization
  2. Promoter-reporter studies
  3. Northern blotting
  4. Quantitative real-time PCR (qRT-PCR)
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3
Q

What is In situ hybridization?

A

“In vivo technique to detect specific RNA sequences”

  1. Suitable sample taken from a culture and
    transferred to slide
  2. Labelled probe (DNA or RNA) is added
    to the slide causing “hybridization of
    labelled probe to target RNA”
  3. Unbound probe gets washed away so
    bound probe can be visualised
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4
Q

What are the advantages and disadvantages of in situ hybridization?

A
\+ no RNA extractions required
\+ Gives spatial info about cell and tissue 
   here gene is expressed
\+ Different labels can be used, e.g., 
   chromogenic or fluorescent labels
  • Can be technically challenging to set-
    up and time consuming (one gene at a
    time)
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5
Q

What are promoter-reporter studies?

A

“in vivo technique to detect expression driven by specific gene promoters”

Different reporter genes:

  1. Green fluorescent protein (GFP)
  2. Beta-galactosidase (beta-Gal)
  3. Glucuronidase (GUS)
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6
Q

What are the advantages and disadvantages of promoter-reporter studies

A

+ No RNA extractions required
+ Low cost
+ Gives spatial info about cells/tissues
where gene is expressed

  • Need to be able to genetically
    manipulate your species of interest
  • Need to define a promoter region
    which is functional
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7
Q

What is meant by RNA extraction

A
1. Various RNA extraction methods 
   available as a "kit"
2. RNA is extracted from a given sample:
   a. bacterial cultures
   b. plant cells
   c. animal cells
3. Different tissues/cells can be selected. 
    e.g; 
   a. traditional dissection
   b. laser capture microdissection
   c. fluorescence activated cell sorting
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8
Q

How does RNA extraction work?

A
  1. RNA stabilization from cell
  2. Cell lysis & homogenisation
  3. Protein precipitation
  4. DNase treatment
  5. RNA purification
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9
Q

What is meant be “RNA quality”

A
  1. mRNA can be very unstable
  2. Most important factor for successful
    analysis of gene expression
  3. Assess on gels
  4. Good ribosomal RNA bands are
    reassuring
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10
Q

What is northern blotting?

A

“in vitro technique to detect specific RNA sequences”

  1. RNA extraction from sample
  2. Electrophoresis of RNA (RNA separated
    by size)
  3. Northern Blotting (transfer RNA to
    membrane)
  4. Label RNA with radioactively labelled
    probes
  5. Visualise labelled RNA on X-ray film
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11
Q

What are the pros and cons of Northern Blotting?

A

+ Method is relatively simple and low cost
+ mRNA transcript size can be determined
+ Alternatively spliced RNA transcripts
can be detected

  • One gen at a time
  • Difficult to quantify amount of transcript
  • Not as sensitive as other techniques
    (e. g., qRT-PCR)
  • Need to use radioactively
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12
Q

What is qRT-PCR

A

“in vitro technique to quantify mRNA and cDNA”

  1. RNA extraction from sample
  2. Reverse transcription of mRNA to cDNA
  3. PCR using fluorescent dyes used to
    quantify amount of DNA amplified in each
    PCR cycle
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13
Q

What are the pros and cons of qRT-PCR

A

+ highly sensitive
+ Quantitative method

  • Relatively expensive vs traditional PCR
    (special reagent and PCR machine
    required
  • One gene at a time (low throughput)
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14
Q

How can we predict genes of unknown function

A

Bioinformatics analyses (e.g., “gene ontology”)

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15
Q

What is functional genomics

A

“Field of molecular biology attempting to make use of the vast wealth of data produced by genomic projects”

Unlike genomics, functional genomics focusses on dynamic aspects such as gene transcription & translation, and protein-protein interactions

TRIES TO IDENTIFY GENE AND PROTEIN FUNCTIONS

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16
Q

What is functional genomics

A

“Field of molecular biology attempting to make use of the vast wealth of data produced by genomic projects”

Unlike genomics, functional genomics focusses on dynamic aspects such as gene transcription & translation, and protein-protein interactions

TRIES TO IDENTIFY GENE AND PROTEIN FUNCTIONS

17
Q

What is transcriptomics?

A

“Study of transcriptome, the complete set of RNA transcripts produced by a give cell population or tissue under specified conditions”

18
Q

What are the two main methods of measuring the transcriptome

A
  1. Microarrays

2. Next-generation sequencing

19
Q

How can we study all genes simultaneously

A
  1. Spotted microarrays

2. In situ synthesis

20
Q

What are Affymetrix GeneChips

A
  1. 25-mer oligos synthesised directly on
    chip
  2. photolithographic technology
  3. up to 5,300,000 oligos per chip
  4. Each gene represented by many oligos,
    ensures that some bind efficiently
21
Q

how and why is RNA converted to cDNA and labelled

A
  1. RNA is converted to complementary DNA
    (cDNA) before adding to microarray
    (mRNA -> cDNA = reverse transcription)
  2. This is because cDNA is more stable,
    and stability is needed
  3. Fluorescent tags can be added to cDNA
    (used to visualise the sports on arrays)
  4. Comparing RNA from normal cells vs
    cancer cells for eg., different coloured
    tags can be used
22
Q

How do you get information out of a microarray?

A
  1. once sample RNA is made and within
    a cell, labelled targets can hybridise to
    form cDNA of set colour
23
Q

What are the pros and cons of microarrays

A

+ monitor gene expression of all genes
in an organism at a given time or
condition
+ Relatively inexpensive
+ Relatively fast (in relation to amount of
data produced)

  • Need a genome
  • V sensitive to environmental changes
  • Need to validate biological significance
  • Can be difficult to get enough good
    quality RNA from some samples
24
Q

What is “next-generation sequencing of the transcriptome”?

A
1. extract RNA from samples of interest. 
   E.g:
   a. healthy tissue
   b. tumour  
2. (Generate cDNA), fragment, size     
    select, add linkers
3. sequencing (100s of millions of reads, 
    10s of billions bases of sequence)
4. Bioinformatics analysis:
   a. Map reads to genome data set(s)
   b. Generate information on gene 
       expression (transcriptomics) based    
       on number of reads
5. Many diff methods for sequencing 
     the transcriptome:
   a. paired-end sequencing
   b. single-read sequencing 
   c. RNA-seq
   d. these give different data (e.g., read 
       length and depth)
6. Some methods can sequence RNA 
    directly (direct RNA sequencing), 
    other rely on RNA conversion to 
    cDNA as per arrays
7. Sequencing can give data on genes, 
    intergenic regions, splicing, and small 
    non-coding RNAs
25
Q

What are the pros and cons of Next-gen sequencing

A
\+ sequences everything, not just gene 
   information (e.g., sRNA)
\+ Don't necessarily need to know what 
   your looking for 
\+ Don't need a genome sequence 
  • Cost still relatively high relative to
    microarrays
  • Needs a lot of bioinformatics analysis to
    interpret data
  • Time consuming
26
Q

What is meant by “hidden deficiency”

A

“The wrong mic of gut bacteria, not just starvation, could contribute to severe malnutrition”

In Malawi, 10s of thousands of children have this, with 15% being fatal