Module 7: Microbial Genomics (Transcriptome + Proteome Methods) Flashcards

1
Q

Gene expression CANNOT be determined from ____________

Why?

A

Gene expression CANNOT be determined from DNA sequence alone

Because regulation processes of genes do not alter the DNA sequence itself so its sequence can only tell us what genes may be present but not which ones are on/off

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2
Q

What DOES whole genome sequencing tell us? (2)

What does it NOT tell us?

A

DOES tell us:

1) Proteins potentially present + potential functions of them
2) Evolutionary relationships between organisms

DOES NOT tell us:
–> Expression of genes (what proteins are ACTUALLY present at a given time in a cell)

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3
Q

Analyzing expression patterns of organisms allows us to do what?

A

Allows us to better understand how microorganisms FUNCTION + ADAPT under different conditions!

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4
Q

Transcriptome

A

Set of transcripts encoded by each of the genes within a genome

(Collection of transcribed mRNAs in a cell)

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5
Q

For analysis of the transcriptome, what fundamental technique do all methods rely upon?

A

Nucleic Acid Hybridization (complementary binding)

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6
Q

Nucleic Acid Hybridization

A

A technique in which ssDNA + RNA molecules bind to their complementary sequences (enabling detection + identification of specific sequences)

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7
Q

What are the methods for transcriptome analysis (that we learned about)?

A

1) Northern Blotting
2) Microarrays
3) RNA-seq

4) Q-PCR

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8
Q

Northern Blotting

A

(A modified version of southern blotting)

A technique for the detection of specific RNA sequences by hybridization (using labeled probes w/ complementary sequences)

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9
Q

Southern vs Northern Blotting

A

Southern = Detects specific DNA sequences by hybridizations (came 1st)

Northern = Detects specific RNA sequences by hybridization (a derivation of the southern method)

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10
Q

A southern blot provides info about what in a genome?

A

About what genes are present/absent in a genome

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11
Q

What is the process of a northern blot?

A

1) Extract TOTAL RNA from cells

2) Total RNA separated via gel electrophoresis

3) Transfer separated RNA bands from gel to NC or nylon membrane (make sandwhich)

4) Link the transferred RNA molecules to the membrane (bind them to the membrane) –> Using UV light

5) Incubate membrane with labeled probe/s

6) WASH membrane

7) Detect presence + strength of probe signal

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12
Q

Northern Blot:

What are the bands of the RNA gel electrophoresis?

A

Upper prominent bands = rRNA
–> Because rRNA is most abundant RNA in cells!

Lower smear below rRNA bands = predominantly mRNA and some tRNA

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13
Q

Northern Blot:

What is the transfer step?

A

The transfer of the separated out RNA sample from the delicate gel to the more sturdy nitrocellulose or nylon membrane

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14
Q

Northern Blot:

What are the components of the northern blot sandwich?

A

Bottom (Dish):

1) Transfer buffer
2) Sponge
3) GEL
4) MEMBRANE
5) Paper towel stack
6) Glass plate
7) 0.5 kg weight

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15
Q

Northern Blot:

Why is the transfer step needed?

A

Because gels are really fragile!

To prevent breakage and sample loss, we move the contents to a more supportive structure (nylon or nitrocellulose membrane)

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16
Q

Northern Blot:

What is the linking step? (How is it done? WHy?)

A

Linking of the transferred RNA to the membrane

How = Through UV light treatment!

Why = To immbolize the RNA on the membrane and prevents loss of sample RNA during next steps

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17
Q

Northern Blot:

What are the potential labeled probes that can be used?

A

1) Radiolabeled probes

2) Chemiluminescent probes

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18
Q

Northern Blot:

What are the probes utilized? What are the made of?

A

Probes = ssDNA molecules designed to hybridize with speficic RNA strand of interest

(pair with via complementation

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19
Q

Northern Blot:

Hybridization between probe + RNA will only occur if…

A

If there is enough sequence similarity between the probe and the RNA of interest!

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20
Q

Northern Blot:

Why is the washing step important?

A

Washing occurs after probing to remove any unbound probe

== Ensures that there is no signal coming from any band in which hybridization did NOT occur

–> Ensuring only the labeled probe remains if it’s BOUND to the target RNA of interest!

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21
Q

Northern Blot:

If at the washing step no RNA of interest is present, what happens?

A

ALL of the probe added to the mixture is unhybridized and is washed away!

–> None of it bound to the RNA on the membrane

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22
Q

Northern Blot:

Detection of hybridized probes occurs via…

A

It depends on type of label used for the probe!

1) Autoradiography = If radiolabel was used

2) Photography (CCD) = If fluorophore was used

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23
Q

Northern Blot:

What information do we get from the band/signal detection step?

A

1) Whether a signal is PRESENT or ABSENT
(does the sample contain the RNA of interest?)

2) The STRENGTH of a signal == Reflects the AMOUNT of RNA present! == Reflect level of expression

(how much of the RNA of interest is present?)

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24
Q

In a Northern Blot after development, the presence of a band tells us that ________________ but the strength/intensity of that band tells us ___________

A

Presence of a band signal = RNA of interest is found in the sample

Strength of band signal = Relative amount of RNA of interest in the sample == Denotes level of gene expression!

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25
What is a limitation of the Northern Blot?
It works well only for a low number of RNAs --> Tracking the expression patterns of multiple genes at once is very cumbersome
26
Microarrays
A method for examining transcriptional activity of ALL genes in a cell simultaneously **USING cDNA**!
27
Microarrays are a REVERSE of what?
Microarray = reverse of northern blot on a miniature scale
28
What is the process of the microarray method?
1) Prep the microarray slide via binding of oligonucleotides (Probe fragments) to a slide 2) Collect total mRNA from culture 3) Use reverse transcriptase to produce cDNA from mRNA templates 4) Label cDNA fragments using fluorescent labels 5) Pass labeled cDNA over the microarray plate 6) WASH plate! 7) Scan using lasers == produces image of plate with signals detected! 8)
29
Microarrays: How is the slide initially prepped?
Artificially synthesized oligonucleotides are: 1) Amplified using PCR 2) Spotted onto the glass slide in a KNOWN pattern
30
Microarrays: What is the purpose of the oligonucleotides bound to the slide?
These oligonucleotides (short ssDNA segments) are designed to hybridize with SPECIFIC sequences of interest! --> Purpose = immobilize target molecules onto plate for detection!
31
Microarrays: What molecule gets labeled?
the cDNA! (NOT the oligonucleotides)
32
What is the difference in the molecules that get labeled in northern blotting and microarrays?
Northern Blot = probe is labeled Microarrays = cDNA is labeled! (the sample)
33
Microarrays: Why is the washing step important?
To wash away + remove any unhybridized cDNA molecules! (isolates only the cDNA of interest that remains bound to a complementary oligonucleotide)
34
Microarrays: Hybridization will only occur between ______ and ________ IF...
Hybridization occurs between the immobilized oligonucleotides and labeled cDNA ONLY IF: Enough sequence homology exists!
35
Microarrays: What is used for the final signal detection? How is this data processed?
**A high-res. scanner**--> Captures image of fluorescence on the plate --> These images are analyzed by special software that QUANTIFIES the amount of fluorescence emitted from each spot! (== detection of amount of a specific cDNA in the sample!)
36
Microarrays: The more intense a spot "lights up"...
the more cDNA, of identity corresponding to that spot, exists within the sample! (and therefore, the more mRNA is present!)
37
What is an example of an experiment using microarrays? What was examined?
The analysis and comparison of Yersinia pestis gene expression between fleas and humans --> Examined what genes could be involved in flea:human transmission, essentially what genes allowed for the adaptation to new conditions in hosts (such as temp differences between hosts)
38
What is the temperature difference between fleas and humans?
Fleas = 26 C Humans = 37 C
39
What was the hypothesis of the Y. pestis microarray experiment?
Y. pestis is able to survive at 2 very different temperatures in two distinct hosts via gene regulation triggered by change in temp
40
What was the test process of the Y. pestis gene expression experiment?
1) Two cultures of Y. pestis prepared: One at 26 C and one at 27 C 2) Total mRNA isolated from both cultures 3) mRNA is converted to cDNA via reverse transcriptase 4) cDNA from each culture is labeled with a DIFFERENT probe! --> 26 C sample = RED fluorophore --> 37C sample = GREEN fluorophore 5) All cDNA (from both samples) is pooled together 6) Mixture of cDNA is passed over the microarray plate + washed 7) Plate is scanned to detect for emitted fluorescence
41
What was the meaning of each color of fluorescence produced in the Y. pestis microarray?
Red = 26C cDNA present (gene is expressed at 26C only) Green = 37C cDNA present (gene is expressed at 37C only) Yellow = BOTH 26C + 37C cDNA is present (== BOTH expressed at both temps) Dark = no expression at either
42
What was observed/found in the Y. pestis microarray experiment?
> 400 genes were observed to be differentially expressed between the two temperatures --> these genes correspond to the green + red fluorescing spots on the microarray
43
On the Y. pestis microarray, the green and red spots correspond to cDNA from genes that may be...
Genes that may be important for the pathogenicity of Y. pestis!
44
Genes encoding for what products were observed to be differentially expressed between 26C + 37C?
Genes encoding for: 1) Virulence factors 2) Metabolic proteins
45
RNA-seq
A method of **high-throughput sequencing of cDNA fragments** derived from extracted RNA of a sample/organism of interest
46
What is the process of RNA-seq?
1) Total RNA isolated from cells 2) rRNA is removed from the isolated RNA (= what remains is mRNA and some smaller RNAs like tRNA) 3) cDNA is made from the mRNA using reverse transcriptase 4) cDNA is fragmented 5) **LINKERS are ligated to cDNA ends!** 6) Sequencing of the linker-cDNA occurs
47
What are linkers? What is the purpose of linkers in RNA-seq? (Where are they added?)
Linkers are short segments of known DNA sequences --> Added to BOTH ends of cDNA molecules in RNA-seq. --> They facilitate the cloning of cDNA fragments AND acts as primary sequencing primer site! (essentially, facilitates the binding of sequencing molecules/enzymes to the cDNA)
48
What are the results of RNA-seq?
Produced sequences are equal to the mRNA sequences (transcripts) in a cell!
49
What is Q-PCR?
"Quantitative PCR" == Amplification of a target sequence + simultaneous measurement of the AMOUNT of amplified DNA in real time!
50
How can we use Q-PCR to determine RNA abundance?
By first converting mRNA to cDNA and then inputting this cDNA into Q-PCR system --> Will quantigy the production of cDNA in real time
51
What are the main uses of Q-PCR?
1) Quantification of DNA/RNA 2) Measure of gene expression 3) Sequence genomes of RNA viruses
52
Which is more utilized, microarrays or RNA-seq?
RNA-seq!
53
RNA-seq and microarrays are commonly used for: (3)
1) To identify expression of genes likely under the same control pathways 2) Compare gene expression for cells grown under different conditions 3) Measure expression og genes with unknown function!
54
Proteome
The collection of all proteins present within a cell (under specific conditions) --> "The product of its genome and its corresponding transcriptome"
55
Why is proteome analysis important?
Because it allows us to examine the FINAL expression of a given protein (as protein expression can be modified post transcription and post translation!)
56
What factors of proteins are essential for protein expression that are NOT measurable through analysis of mRNA expression (3)?
1) Variation in protein stability (could lead to early degradation even if mRNA is present for it) 2) Post-translational processing (could make a protein inactive/active even if mRNA is present) 3) Covalent modifications (could make protein inactive/active even if mRNA is present)
57
What are the main methods of analyzing the proteome?
1) 2D-PAGE 2) Mass spectrometry 3) X-Ray crystallography 4) NMR (nuclear magnetic resonance)
58
2D-PAGE
2 Dimensional- Polyacrylamide Gel Electrophoresis == A 2 dimensional PAGE upon which molecules are separated based upon BOTH isoelectric point and mass
59
What factors affect a proteins movement through a gel? (Why is this not the same for DNA?)
A protein's CHARGE and MASS impact its migration --> DNA movement does not vary based upon charge (only by mass) because DNA has an overall uniform charge (overall negative charge due to the phosphate grps)
60
Why does charge play a role in differentiating how proteins move within a gel?
Due to the different charges of AAs (some +, some -) and the different compositions and ratios of these AAs in all proteins, each protein can have a different charge
61
What is an SDS-PAGE?
The 1st developed electrophoretic separation process for proteins by MASS ALONE (not by charge) --> Is able to do so through the application of SDS to the proteins (a detergent which gives proteins a uniform charge)
62
Why is SDS-PAGE able to separate proteins solely based on MASS?
Because the proteins are treated with SDS which is a detergent that binds to proteins and coats them with a UNIFORM (-) charge!
63
Why is SDS-PAGE NOT helpful for analysis of a larger amount of proteins simultaneously?
Because it only separates proteins by mass and when working with a lot of proteins, you are bound to have 2 or more proteins with the same or very similar masses == Not great resolution of resulting bands! (would get a lot of band overlap)
64
For what use is SDS-PAGE good for?
Good for separating a small # of proteins (unlikely to have same mass)
65
Isoelectric Point
Pi == pH at which a protein's charge becomes neutral (protein has no charge!)
66
Each protein has a characteristic __________ based upon ____________
Each protein has a characteristic **isoelectric point (Pi)** based upon its **AA sequence**
67
In a pH gradient w/ an electrical charge applied, proteins will move to...
In a pH gradient with an electrical charge applied, proteins will move towards the pH at which their charge is neutral (area containing pH conditions of their isoelectric point)
68
What are the 2 dimensions of 2D-PAGE? What's their "order"?
2 dimensions: 1st = Isoelectric point 2nd = Mass --> Proteins are separated by Pi FIRST and then separated by mass
69
Process of a 2D-Page
Two larger steps: 1) Isoelectric focusing, 2) Separation by mass 1) Sample is applied to a thin strip of polyacrylamide gel (no SDS) with a pH gradient and an applied electrical current 2) **Proteins move to area of gel at which their pH = Pi** 3) The resulting gel strip from the isoelectric focusing is placed along the top of an SDS-polyacrylamide gel (The strip of gel w/ the proteins separated by Pi is placed in an orientation so that this second gel will run in the opposite direction) 4) Gel is run and proteins are separated by their mass 5) Visualized spots = unique proteins with a certain Pi and mass
70
What is a major use of 2D-PAGE? (How do we do this?)
We can use them to measure GENE EXPRESSION of a sample under different conditions! --> Can be done by running 2D-PAGE on proteins from samples exposed to different conditions and then COMPARING the distributions and patterns of the protein spots
71
Mass Spectrometry (MS)
A technique involving the ionization of target chemicals to characterize ions based upon corresponding **mass:charge ratio**
72
Process of MS protein analysis:
1) Run 2D-PAGE on a protein sample 2) Isolate a specific protein spot from the gel 3) Digest the protein into smaller fragments 4) RUN MS! == Determine molecules weight of the fragments 5) Search data base for matching fragment data to identify the protein
73
What is MS used for? (Does it require another method to worl?)
MS is mainly used for protein identification! --> Requires the 2D-PAGE method in order to isolate proteins of interest so that they can be input into the MS analysis
74
How is AA sequence determined within MS?
AA sequence is determined by mass:charge ratio!
75
What is a limitation of MS? (Why does this limitation happen?)
MS is really only useful for organisms with genomes that have ALREADY been sequenced (Because protein identification in MS occurs via COMPARISON to genome sequences!)
76
What is LC-MS?
Liquid Chromatography-Mass Spectrometry --> Basically the same thing as regular MS but instead of using a 2D-PAGE to separate out proteins, liquid chromatography is used!
77
If proteins of cultures under two different conditions are analyzed by MS, how can we determine what proteins DIFFER in expression?
By FIRST comparing the 2D-PAGE results to find spots that DO NOT MATCH between the two then SECOND, isolating those spots from both plates and identifying their corresponding proteins == Spots that are DIFFERENT between the 2 conditions may represent proteins encoded by genes that are activated based upon a given condition
78
X-Ray Crystallography
A method of analyzing protein structure via crystallization of proteins followed by subjection to X-Ray diffraction to determine protein structure at the ATOMIC LEVEL
79
X-Ray Crystallography General Process
1) Proteins of interest are crystallized by DRYING a high concentration of the protein in conditions that favor crystallization 2) An X-Ray beam is shot at the crystallized protein + interacts with the protein in different manners based upon molecular structures 3) The diffracted X-ray beams from hitting the protein are captured via a film/detector
80
Nuclear Magnetic Resonance
NMR == A technique that determines protein structure based on measurements of distances between atomic nuclei!
81
What is a limitation of X-ray crystallography?
Not all proteins are easily crystallized (especially hydrophobic membrane proteins)
82
What is an advantage and disadvantage of NMR?
**Advantage** = Allows for protein structure analysis while protein is IN SOLUTION (ie we dont have to crystallize it) **Disadvantage** = Limited in the size of a molecule it can analyze (can only analyze molecules < or = roughly 30 kDa)