Lecture 7: Proteomics Flashcards

1
Q

What is proteomics?

A

Proteomics is the study of the proteins present in a tissue.
• It looks at things like PTMs, expression, interactions, localisation and function.
• We can look at what goes wrong in disease and try and find drug targets.
• We can try and catalogue all the proteins in a sample.
• We can compare proteins in two or more different samples.

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2
Q

How can we prepare samples for proteomics?

A

There are multiple steps in sample prep.
• Cell disruption.
• Protection from proteolysis with inhibitors like benzamide.
• Fractionation. Sometimes the protein will come from a specific part of the cell such as the mitochondria.
• Denaturation. Performed with SDS (used in SDS-PAGE) or urea (used in 2D-PAGE and MS).
• Reduction of disulphide bonds. Performed with DTT, β-mercaptoethanol or TCEP.
• After reducing disulphide bonds, we want to cap the free thiols through alkylation. This is done using iodoacetamide.

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3
Q

How can we use protein precipitation?

A

Protein precipitation is a method used to remove contaminating species from a sample.
• For example, we want to get rid of salts, detergents, nucleic acids and lipids.
• Also used to concentrate protein samples.
• Dissolving the pellet again can be difficult.
• Trichloroacetic acid (TCA) is a very effective precipitant.
• Acetone can be used with TCA.
• Chloroform and methanol are another alternative.

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4
Q

How can we assay proteins?

A

After performing purifications, we want to assay the sample and see if protein is present.
• A280 absorbance with a nanodrop. It’s very fast. Doesn’t require reagents or prep time. A standard curve is also not required. However, we can get interference from other components like DNA that absorb UV.
• Bradford assay turns from brown to blue (absorbance at 595 nm).
• Coomassie blue. 2D-PAGE sample compatible. It is quick, but it has a poor linear range.
• Bicinchoninic acid (BCA) turns from green to purple (abs 526 nm). 2D-PAGE incompatible. It is slow, but it has a good linear range.

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5
Q

What is SDS-PAGE?

A

SDS-PAGE is a simple but powerful method used to separate proteins by molecular weight.
• Protein is boiled with SDS and a buffer containing DTT.
• Gel is loaded and run.
• The protein is then stained.
• SDS-PAGE has lower resolution than 2D-PAGE.
• However, it is better for hydrophobic proteins, high MW basic proteins and proteins which extreme pIs.
• Differentially expressed proteins can be cut out with a scalpel, digested and identified with mass spec.

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6
Q

What is 2D-PAGE?

A

2D-PAGE uses two rounds of separation, one based on pI and one based on MW.
1st dimension
• For the 1st dimension we use urea for denaturing, DTT for reduction and CHAPS (a zwitterionic molecule) detergent for solubilisation.
• Bromophenol blue or Orange G are used as a tracking dye.
• IEF separates proteins according to their pI. Proteins are amphoteric, and the pI is when the net charge of the protein is zero.
• IEF is performed at very high voltages.
• More acidic proteins move to the anode. More basic proteins move to the cathode.
• We use immobilised pH gradient strips fixed onto a plastic backing.
• The strips are easy to handle, have no gradient drift, higher protein load, better for extreme pH and they are reproducible. We can add the ampholytes.
• Various strip lengths are available with different pH ranges.
2nd dimension
• After IEF, the IPG strips are equilibrated in a buffer coating.
• Urea and glycerol increase viscosity.
• DTT preserves the reduced state and SDS denatures protein.
• Bromophenol blue is used as a tracking dye.
• 2nd dimension gel is run in the same way as SDS PAGE.
• For this and SDS-PAGE we fix the proteins with EtOH/MeOH and acetic acid solution before staining.
• We then dye. Classical Coomassie is relatively cheap, low reproducibility, poor 100 ng detection limit and compatible with mass spec.
• Colloidal Coomassie has good reproducibility, better 10 ng detection limit and is compatible with mass spec.
• Silver has a good detection limit ( <1 ng) but it is incompatible with mass spec, expensive and has low reproducibility.
• Fluorescence has good reproducibility, has a good < 1ng detection limit and is compatible with mass spec. However it has an expensive scanner and is expensive itself.
Other
• We can use computers to aid with image analysis.
• We always run at least 4 2D gels in order to get good stats.
• Software can show statistically significant changes when we are comparing different samples (e.g. normal vs disease).

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7
Q

What is 2D-DIGE?

A

2D-DIGE is 2D difference gel electrophoresis. It labels up to 3 different proteins samples with fluorescent dyes prior to 2D-PAGE.
• One problem with 2D-PAGE is the gel-to-gel variability and the challenge of aligning features.
• DIGE allows an internal standard and up to 2 further samples to be run on 1 gel.
• The samples are pre-labelled with fluorescent dyes. The dyes are mass + charge matched and spectrally resolvable. They have good photostability.
• The samples are mixed and then run in the same way as classical 2D-PAGE.
• The internal standard reduces gel-to-gel variation.
• Fewer gels saves time and it increases throughput. However, the multiplex fluorescence scanner is expensive.

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8
Q

How can we study post-translational modifications?

A

We can selectively stain SDS-PAGE or 2D-PAGE gels in order to detect PTMs.
• Once stained, they can be viewed with a fluorescent total protein stain such as SYPRO ruby.
• Oxidation with periodic acid converts cis-glycols to dialdehydes, which can then react with the hydrazide-based reagents. Periodate-oxidised carbohydrate groups can be stained by stains such as Pro-Q Emerald. This creates a bright green-fluorescent signal. Detection can be as low as 1ng on gels and 2-18ng on blots. We visualise with UV. Glycans can be analysed by HPLC or mass spec.
• We can stain phosphoproteins with Pro-Q diamond at a range of 1-16 ng.

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9
Q

How can we validate proteins?

A

A common approach to validate proteins is to use Western blotting.
• Proteins are transferred onto a membrane with electroblotting.
• We block non-specific binding with casein or milk.
• We then use a primary antibody and wash.
• We add a horseradish peroxidase (HRP) tagged secondary antibody and wash again.
• We can detect the proteins with a chemiluminescence substrate.

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10
Q

What is mass spectrometry?

A

Mass spec is used to determine the mass of molecule in a sample.
• We can find elemental composition, MW, 3D structure, PTMs, sequence and quantify the amount of a protein in a sample. We can also use it for protein identification.
• The samples are ionised in order to generate charged molecules. Their mass-to-charge ratios are measured on the mass spectrometer and displayed on a spectrum.

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11
Q

What are the two methods of digestion?

A
  • We first cut expressed bands from SDS or 2D gels.
  • We can perform in-gel digestion. We wash the gel and reduce the sample with DTT before alkylating with iodoacetamide. We then use trypsin and extract the peptides for mass spec.
  • We can also perform in solution digestion. We add trypsin, DTT and iodoacetamide. We clean up the peptide sample by using solid phase extraction (SPE).
  • We can also use filter aided sample preparation (FASP). FASP uses a centrifugal filter. Proteins above 3 kDa are retained on the filter. Trypsin can then be added to digest the proteins into peptides, so they can pass through the filter. Flow through must be kept for mass spec. Lys-C is often used in order to increase sequence coverage.
  • We can remove contaminants with HPLC or C18 tips.
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12
Q

How do we ionise the sample? What are the two methods?

A
  • The sample is directly inserted into the ionisation source and ionised. The ions are extracted into the analyser and separated according to m/z. The separated ions are detected with information on relative abundance and m/z ratio.
  • There are many different ionisation methods such as ESI and MALDI. Most methods have the possibility of making positively and negatively charged sample ions.
  • In MALDI, the sample is mixed with a matrix. A laser is fired on spotted sample/matrix. The matrix transformed the laser energy into excitation energy. the splutter of peptide and matrix ions gives an ionised sample. The ions are single charged; it is soft ionisation.
  • In ESI, the peptide sample is pumped through a narrow capillary in 0.1% formic acid. High voltage is applied to the capillary.
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13
Q

How do we analyse the ions?

A

There are many different methods of mass analyser available.
• Quadrupole.
• Time of flight analysers.
• Fourier transform. For example, an FT-ion cyclotron resonance determines m/z based on cyclotron frequency of ions in magnetic field).
• Ion trap (and orbitrap).
• Magnetic sectors use static magnetic sector.
We can use more than 2 analysers.
• A tandem mass spec uses more than 2 analysers in the same mass spec.
• Tis is used for sequencing and structural work.
• If the analyser is not the same, it is called the hybrid mass spec.

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14
Q

How does a quadrupole mass analyser work?

A

A quadrupole mass analyser uses electricity to block of facilitate the passage of ions.
• There are 4 rods with DC current running through them.
• 2 are positive and 2 are negative.
• AC also runs through them at radio frequency. The rods oscillate from negative to positive.
• We change the voltage.
• Only ions of a certain m/z can pass through to the detector.
• Like charges repel and opposite charges attract.
• Positive acts as a high mass filter, while negative acts as a low mass filter.

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15
Q

What is a time of flight mass analyser?

A

Ions are accelerated by an electric field of known strength.
• Ion velocity depends on m/z.
• The m/z is determined by time taken to reach the detector.
• Linear TOF is lower resolution.
• Orthogonal TOF has multiple turns and it gives a higher resolution.

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16
Q

What is an ion trap?

A

An ion trap is compact and like a 3D quadrupole.
• Electric or magnetic fields trap the ions, which are then sequentially ejected.
• An orbitrap traps ions between a central spindle electrode and an outer barrel-like electrode.
• Electrostatic attraction to the inner electrode is balanced by centrifugal forces and so the ions orbit.
• Ions move back and forth along the spindle as they orbit.
• m/z is measured from the frequency of peptide ion oscillations, along the axis of the electric field.

17
Q

How does the detector work?

A

The detector is used to actually detect the ions.
• The detectors monitor the ion current, amplify and it and the signal is transmitted to the data system.
• Signal is recorded in the form of mass spectra.
• A peptide ion hits the metal of the detector.
• The ion is neutralised by electrons moving from the metal.
• This leaves a space among electrons in the metal.
• Electrons in the wire move to fill this space.
• A flow of electrons in the wire is detected as an electric current which can be amplified and recorded.
• The more ions arriving, the greater the current.

18
Q

What is collision induced dissociation?

A

CID is a method which can be used to fragment an ion.
• 3 different bonds can fragment on a peptide.
• 6 possible fragment ions for each amino acid residue.
• a, b and c ions have charge on the N-terminal fragment.
• x, y and z ions have charge on the C-terminal fragment.
• The most common cleavage s at CO-NH bonds, giving b and/or y ions.

19
Q

What is tandem mass spec?

A

Tandem mass spec uses more than 2 analysers in the same mass spec.
• Peptides are fragmented. They can be fragmented along 3 different bonds: NH-CH, CH-CO and CO-NH.
• Quadrupole is followed by TOF MS.
• In MS mode, ionised peptides pass through and quadrupole is not used as an analyser (just focuses ions into TOF). TOF separates ions according to m/z.
• MS/MS mode. Most abundant ions are selected by quadrupole to collision cell. Inert argon fragments peptides and these fragments are analysed by TOF.
• Mass difference between b or y ions can be used to determine the amino acid.
• We must account for PTMs, as well as carbon 13.

20
Q

How can we use databases?

A

Databases can allow us to identify proteins based on mass spec.
• We can identify species.
• Ideally, we need to see at least 2 peptides per protein.
• But if there is only 1 peptide, check for at least 6 y-ions or b-ions in the MSMS spectra.

21
Q

What do multiple charged states tell us?

A

Charged states can give us an indication of protein conformation.
• Unfolded/denatured proteins have more protonation sites and so carry more charge than folded/native proteins.

22
Q

How can we use mass spec with H/D exchange?

A

Mass spec can be used in H/D exchange to look at protein conformations.
• Hydrogen is replaced with deuterium by exchanging water with heavy water.
• Mass spec is used to detect the progress of exchange reactions.
• Exchange depends on protein structure/solvent accessibility.
• We can therefore find information about protein conformation.
• Disordered regions have fast exchange.

23
Q

What is SILAC?

A

SILAC is stable isotope labelling with amino acids in cell culture.
• SILAC feeds bacteria with medium containing labelled amino acids. For example, arginine can be labelled with 6 C-13 atoms.
• Heavy lysine can also be added or used as an alternative.
• Trypsin cleaves at lysines and arginines.
• We have a light medium as a control.
• We add the light and heavy samples together.
• The ratio of peak intensities reflects the abundance ratio for the 2 proteins.
• It is useful for studying PPIs, gene expression regulation, cell signalling and PTMs such as phosphorylation.

24
Q

How can we tag proteins?

A

We can isotopically tag proteins.
• ICATs are isotope-coded affinity tags. We can use it for relative abundance.
• Tandem mass tagging is used in MS-MS.
• TMT can also be used for quantification.
• They are cleaved during fragmentation.

25
Q

What is data independent acquisition?

A

DIA is used to look at all ions within a certain range.
• It is an alternative to data dependent acquisition which looks at a fixed number of precursor ions.
• No prior knowledge about peptides of interest is required.
• If an interesting protein is found at a later date, we can go back to DIA data and check.

26
Q

How can we detect and quantify proteins with mass spec?

A

Mass spec is an antibody free approach to assay proteins.
• Antibodies from different suppliers can give different results.
• A degraded protein would not be recognised by a protein if the binding epitope is not intact.
• The approach detects specific tryptic peptides for proteins and quantification using isotope labelled peptide standards.
• Allows up to 50 biomarkers to be analysed in 1 run.
• Can be used for any protein if you have the sequence.
• It doesn’t matter if the protein is degraded.
• A triple quadrupole mass spec can be used. This is called selected reaction monitoring.
• Q1 specifically selects peptides (MS1) by using the predefined m/z of selected peptides.
• Q2 is a collision cell which fragments the peptides from Q1.
• Q3 specifically selects a daughter fragment (MS2 ion) of the selected peptide.
• We can quantify biomarkers by using peptide standards like AQUA peptides.
• Triple quadrupole mass specs are increasingly being used in hospitals.
• We can alternatively use parallel reaction monitoring.
• Q1 filters the MS1 ion.
• A collision cell fragments the peptides from Q1.
• An orbitrap is then used. It is very high resolution, so it can look at several MS2 ions at once.
• We don’t need to preselect or predetermine any MS2 ions.

27
Q

How can we quantify protein concentration?

A

We generate a calibration curve and determine the absolute concentration of a protein.
• Peptides are synthesised which contain the selected peptide of the protein joined to unique reporter peptide (URPs).
• When the peptides are digested with trypsin, both the heavy peptide and URP are released in equimolar concentration.
• The mixture is analysed by mass spec.
• We can determine the URP concentration, which is used to determine the absolute concentration of biomarker.
• Dilution curve mixture (iDCM) is used to create the calibration curve.