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Лекция 6 Методы исследования взаимодействий с участием белков (Co-IP,

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Protein-protein interactions (PPIs)>80% of proteins function via interaction with other proteins (PMID: 17640003)For each protein ~10 protein partners (interactome)Human “interactome” - 300–650 000 PPIs (PMID: 28968506)Mechanisms are in the core of the vital

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Слайд 1Лекция 6 Методы исследования взаимодействий с участием белков (Co-IP, equilibrium microdialysis,

ITC, MST, SPR, BLI, QСM). Примеры.
Случанко Н.Н.

Лекция 6  Методы исследования взаимодействий с участием белков (Co-IP, equilibrium microdialysis, ITC, MST, SPR, BLI, QСM).

Слайд 2Protein-protein interactions (PPIs)
>80% of proteins function via interaction with other

proteins (PMID: 17640003)
For each protein ~10 protein partners (interactome)
Human “interactome” -

300–650 000 PPIs (PMID: 28968506)
Mechanisms are in the core of the vital processes
Data are deposited and systematized in databases – MINT, iHOP, InAct

Protein-protein interactions (PPIs)>80% of proteins function via interaction with other proteins (PMID: 17640003)For each protein ~10 protein partners

Слайд 3Interactions of proteins control the life of the cell

Interactions of proteins control the life of the cell

Слайд 4Interactions of proteins control the life of the cell
… cell

biochemistry would appear to be largely run by a set

of protein complexes, rather than proteins that act individually and exist in isolated species.

Cell 1992, Bruce Alberts & Miake-Lye
Interactions of proteins control the life of the cell… cell biochemistry would appear to be largely run

Слайд 5Types of PPIs

Types of PPIs

Слайд 6Types of PPIs
Homologous interactions: • The same proteins • Oligomers • Coiled-coil • Amyloids
Heterologous

interactions: • Different proteins • Enzyme – inhibitors • Antibody – antigen • Protein

complexes
Types of PPIsHomologous interactions: • The same proteins • Oligomers • Coiled-coil • Amyloids Heterologous interactions: •

Слайд 8Types of PPIs
Qualitative methods: • Co-immunoprecipitation (Co-IP)
• Pull-down


Quantitative methods: • Isothermal titration

calorimetry (ITC) • Surface plasmon resonanse (SPR) • Quartz microbalance (QMB) • Fluorescence

polarization (FP)
• others

https://link.springer.com/book/10.1007%2F978-1-4939-2425-7

Types of PPIsQualitative methods: • Co-immunoprecipitation (Co-IP)• Pull-downQuantitative methods: • Isothermal titration calorimetry (ITC) • Surface plasmon

Слайд 9Detecting PPI: co-immunoprecipitation (Co-IP)

Detecting PPI: co-immunoprecipitation (Co-IP)

Слайд 10Reciprocal Co-IP in investigation of 14-3-3 interacting proteins
Direct
Immunoprecipitation of 14-3-3

and detection of bound partner proteins
Reverse
Immunoprecipitation of partner proteins

and detection of 14-3-3

Ge et al, J.Proteom.Res., 2010: 5848-5858

Reciprocal Co-IP in investigation of 14-3-3 interacting proteinsDirectImmunoprecipitation of 14-3-3 and detection of bound partner proteins ReverseImmunoprecipitation

Слайд 11Tandem affinity purification (TAP)

Tandem affinity purification (TAP)

Слайд 12M + L ML
M is free macromolecule
L

is free ligand
ML is complex
Lo >>

Mo, Lo=Lfree or you can measure Lfree

Case 1 (specific)

Case 2 (general)

https://employees.csbsju.edu/hjakubowski/classes/ch331/bind/olbindderveq.html

Lo >> Mo, you can’t measure Lfree

ML =

Mo * Lfree

KD + Lfree

hyperbola

parabola

KD =

(Mo – ML) * (Lo – ML)

ML

M + L  MLM   is free macromoleculeL    is free ligandML

Слайд 13Simple binding A+B ↔ AB quadratic equation
https://www.symbolab.com/solver/equation-calculator/%5Cleft(100-x%5Cright)%5Ccdot%5Cleft(10-x%5Cright)-15%5Ccdot%20x%3D0
Online quadratic equation solver:


(just put your numbers for Ao, Bo, KD and choose

the right root)
Simple binding A+B ↔ AB quadratic equationhttps://www.symbolab.com/solver/equation-calculator/%5Cleft(100-x%5Cright)%5Ccdot%5Cleft(10-x%5Cright)-15%5Ccdot%20x%3D0 Online quadratic equation solver: (just put your numbers for Ao,

Слайд 14Simple binding A+B ↔ AB quadratic equation
https://www.symbolab.com/solver/equation-calculator/%5Cleft(100-x%5Cright)%5Ccdot%5Cleft(10-x%5Cright)-15%5Ccdot%20x%3D0
Online quadratic equation solver:


(just put your numbers for Ao, Bo, KD and choose

the right root)

Root 1

Root 2

Simple binding A+B ↔ AB quadratic equationhttps://www.symbolab.com/solver/equation-calculator/%5Cleft(100-x%5Cright)%5Ccdot%5Cleft(10-x%5Cright)-15%5Ccdot%20x%3D0 Online quadratic equation solver: (just put your numbers for Ao,

Слайд 15Dimerization process
M + M M2 or D
Kd = [M][M]/[D]

= [M]2/[D]
[Mo] = [M] + 2[D]
 [M] = [Mo] -2[D]
Kd =

(Mo-2D)(Mo-2D)/D
4D2 - (4Mo+Kd)D + (Mo)2 = 0
Y = 2[D]/[Mo]

Lo >> Mo => quadratic equation

Dimerization processM + M M2 or DKd = [M][M]/[D] = [M]2/[D][Mo] = [M] + 2[D] [M] = [Mo]

Слайд 16For a reversible process, one can assess thermodynamics of binding
Kd

= 1/Keq
ΔGo = - R T ln Keq = R

T ln Kd

25 µM

= 25*10-6 M

ΔGo = R*T * (-10.6) =

@ 20 °C

2 cal/mol*K

– 6.2 kcal/mol

For a reversible process, one can assess thermodynamics of bindingKd = 1/KeqΔGo = - R T ln

Слайд 17For a reversible process, one can assess thermodynamics of binding
Kd

= 1/Keq
ΔGo = - R T ln Keq = R

T ln Kd

25 nM

= 25*10-9 M

ΔGo = R*T * (-17.5) =

@ 20 °C

2 cal/mol*K

– 10.3 kcal/mol

For a reversible process, one can assess thermodynamics of bindingKd = 1/KeqΔGo = - R T ln

Слайд 18ΔGo = R T ln KD
@ 20 °C

ΔGo = R T ln KD@ 20 °C

Слайд 19At equilibrium, both forward and reverse reaction rates are equal
Kd

= 1/Keq
kon
koff
Von = Voff
kon [A] [B] = koff [AB]


koff / kon = [A] [B] / [AB] =

At equilibrium, both forward and reverse reaction rates are equalKd = 1/KeqkonkoffVon = Voff kon [A] [B]

Слайд 20Thermodynamics of interaction
Gibbs free energy
Enthalpy
Entropy
R T ln KD =

Thermodynamics of interactionGibbs free energy EnthalpyEntropyR T ln KD =

Слайд 21Binding affinity range
http://www.bindingdb.org/bind/index.jsp
1,772,210 binding data :
http://www.pdbbind-cn.org

Binding affinity rangehttp://www.bindingdb.org/bind/index.jsp 1,772,210 binding data :http://www.pdbbind-cn.org

Слайд 22Methods to study PPI (and other interactions!)
Equilibrium microdialysis (EMD)
Fluorescence polarization

(FP)
Isothermal titration calorimetry (ITC)
Microscale thermophoresis (MST)
Surface plasmon resonance (SPR)
Biolayer interferometry

(BLI)
Quartz crystal microbalance (QCM)
Methods to study PPI  (and other interactions!)Equilibrium microdialysis (EMD)Fluorescence polarization (FP)Isothermal titration calorimetry (ITC)Microscale thermophoresis (MST)Surface

Слайд 23Equilibrium microdialysis (EMD)
Two chambers of equal volume facing each other
Semipermeable

membrane separates the two chambers
MW cutoff of the membrane allows

a ligand to pass through
Macromolecule with MW higher than cutoff remains in its chamber
The initial concentrations are known precisely
The experiment runs till reaching an equilibrium
At equilibrium, concentrations of L in both chambers are measured
Parameters of interaction are determined

M

Chamber 1

Chamber 2

Equilibrium microdialysis (EMD)Two chambers of equal volume facing each otherSemipermeable membrane separates the two chambersMW cutoff of

Слайд 24Equilibrium microdialysis (EMD)
L total is
known
L free is measured
-> L bound

is calculated
M total is
known

Equilibrium microdialysis (EMD)L total isknownL free is measured-> L bound is calculatedM total isknown

Слайд 25Equilibrium microdialysis (EMD)
KD =
[M] * [L]
[ML]
M + L

ML
Fast
Easy
Inexpensive
Accurate determination of affinity (KD) and stoichiometry of interaction
Membrane type

(pore sizes) determines the applicability to a certain M and L

Features

Equilibrium microdialysis (EMD)KD = [M] * [L][ML]M + L  MLFastEasyInexpensiveAccurate determination of affinity (KD) and stoichiometry

Слайд 26Equilibrium microdialysis (EMD)
DOI: 10.1021/acschemneuro.8b00111
Thioflavin T (ThT) binding to acetylcholinesterase

(AChE)
AChE

Equilibrium microdialysis (EMD)DOI: 10.1021/acschemneuro.8b00111 Thioflavin T (ThT) binding to acetylcholinesterase (AChE)AChE

Слайд 27Fluorescence polarization (FP)
The degree of polarization is associated with the

size of the particle bearing a fluorophore

Fluorescence polarization (FP)The degree of polarization is associated with the size of the particle bearing a fluorophore

Слайд 28Fluorescence polarization (P) or anisotropy (r):
no nominal dependence on dye

concentration
P has physically possible values ranging from –0.33 to 0.5

(never achieved)
Typical range 0.01-0.3 or 10-300 mP (P/1000)
Precision is normally 2 mP

=

2 P

3 – P

Fluorescence polarization (P) or anisotropy (r):no nominal dependence on dye concentrationP has physically possible values ranging from

Слайд 29Fluorescence polarization and molecular size
η = solvent viscosity, T =

temperature, R = gas constant and V = molecular volume

of the fluorescent dye (or its conjugate)

rotational correlation time of the dye:

Simulation of the relationship between molecular weight (MW) and fluorescence polarization (P)

Φ is found to increase by ~1 ns per 2400 Da increase of MW

dyes with various fluorescence lifetimes (τ)

Perrin equation (1926):

Fundamental P (Po) ~0.5 (max)

Fluorescence polarization and molecular sizeη = solvent viscosity, T = temperature, R = gas constant and V

Слайд 30FP features
Great tool to study interactions
Small sample consumption
Low limit of

detection
Rapid response
Real-time (not only equilibrium studies)
Kinetic analysis (association/dissociation) is possible
Separation

of bound and free species not needed
Good for high-throughput studies
FP featuresGreat tool to study interactionsSmall sample consumptionLow limit of detectionRapid responseReal-time (not only equilibrium studies)Kinetic analysis

Слайд 31FP is very good for high-throughput studies
DOI: 10.1002/1873-3468.13017

FP is very good for high-throughput studiesDOI: 10.1002/1873-3468.13017

Слайд 32Isothermal titration calorimetry (ITC)
Sangho Lee (c)
https://www.youtube.com/watch?v=o_IpWcWKNXI

Isothermal titration calorimetry (ITC)Sangho Lee (c)https://www.youtube.com/watch?v=o_IpWcWKNXI

Слайд 33Isothermal titration calorimetry (ITC)
Sangho Lee (c)

Isothermal titration calorimetry (ITC)Sangho Lee (c)

Слайд 34ITC experiment
• Exothermic reaction (common for PPI)
• The sample cell

becomes warmer than the reference cell
• Binding causes a downward

peak in the signal
• Heat released is calculated by integration under each peak
ITC experiment• Exothermic reaction (common for PPI)• The sample cell becomes warmer than the reference cell• Binding

Слайд 35ITC thermogram
stoichiometry
1/KD
C of macromolecule in the cell
Determined in the experiment
Is

calculated

ITC thermogramstoichiometry1/KDC of macromolecule in the cellDetermined in the experimentIs calculated

Слайд 36Small-molecule stabilizer of protein-peptide interaction

Small-molecule stabilizer of protein-peptide interaction

Слайд 37ITC pros and cons
Advantages:
Ability to determine thermodynamic binding parameters (i.e.

stoichiometry, association constant, and binding enthalpy) in a single experiment
Modification

of binding partners are not required

Disadvantages:
Large sample quantity needed
Kinetics (i.e. association and dissociation rate constants) cannot be determined
Limited range for consistently measured binding affinities
Non-covalent complexes may exhibit rather small binding enthalpies since signal is proportional to the binding enthalpy
Slow with a low throughput (0.25 – 2 h/assay), not suitable for HTS

ITC pros and consAdvantages:Ability to determine thermodynamic binding parameters (i.e. stoichiometry, association constant, and binding enthalpy) in

Слайд 38Thermophoresis
The movement of molecules in a temperature gradient

Thermophoresis The movement of molecules in a temperature gradient

Слайд 41Phases of MST experiment

Phases of MST experiment

Слайд 42Typical MST binding curve

Typical MST binding curve

Слайд 43Microscale thermophoresis (MST)
https://www.youtube.com/watch?v=4U-0lyHQ0wg
https://www.youtube.com/watch?v=rCot5Nfi_Og

Microscale thermophoresis (MST)https://www.youtube.com/watch?v=4U-0lyHQ0wg https://www.youtube.com/watch?v=rCot5Nfi_Og

Слайд 44MST data examples

MST data examples

Слайд 46MST pros and cons
Advantages:
Small sample size
Immobilization free
Minimal contamination of the

sample (method is entirely optical and contact-free)
Ability to measure complex

mixtures (i.e. cell lysates, serum, detergents, liposomes)
Wide size range for interactants (ions to MDa complexes)

Disadvantages:
Hydrophobic fluorescent labelling required, may cause non-specific binding
No kinetic information (i.e. association and dissociation rates)
Highly sensitive to any change in molecular properties

MST pros and consAdvantages:Small sample sizeImmobilization freeMinimal contamination of the sample (method is entirely optical and contact-free)Ability

Слайд 47Surface plasmon resonance (SPR)

Surface plasmon resonance (SPR)

Слайд 48Reflection and refraction at different angles

Reflection and refraction at different angles

Слайд 49Surface plasmon resonance (SPR)
Patching, Biochim. Biophys. Acta (2014)
https://youtu.be/o8d46ueAwXI
https://www.youtube.com/watch?v=oUwuCymvyKc
https://www.youtube.com/watch?v=sM-VI3alvAI

Surface plasmon resonance (SPR)Patching, Biochim. Biophys. Acta (2014)  https://youtu.be/o8d46ueAwXIhttps://www.youtube.com/watch?v=oUwuCymvyKc https://www.youtube.com/watch?v=sM-VI3alvAI

Слайд 50SPR sensorgram

SPR sensorgram

Слайд 51Chips
Biacore

ChipsBiacore

Слайд 52Why is kinetic analysis important?

Why is kinetic analysis important?

Слайд 53Practical considerations
Use several concentrations (ideally, 10 times below till 10

times above KD)
Accurate protein concentration must be determined
Zero concentration should

also be included

https://www.youtube.com/watch?v=e_tNkxbE2kY

Practical considerationsUse several concentrations (ideally, 10 times below till 10 times above KD)Accurate protein concentration must be

Слайд 54Data analysis by simultaneous fitting of all curves using a

binding model
Biacore

Data analysis by simultaneous fitting of all curves using a binding modelBiacore

Слайд 55Steady-state and kinetic ways to determine affinity (KD)
Biacore

Steady-state and kinetic ways to determine affinity (KD)Biacore

Слайд 56Steady-state and kinetic ways to determine affinity (KD)
Biacore

Steady-state and kinetic ways to determine affinity (KD)Biacore

Слайд 57SPR pros and cons
Advantages:
Label-free detection
Real-time data (i.e. quantitative binding affinities,

kinetics and thermodynamics)
Medium throughput
Sensitivity and accuracy
Measures over a very wide

range of on rates, off rates and affinities
Small sample quantity

Disadvantages:
Expensive instrument and sensors
Expensive maintenance
Steep learning curve
Specialized technician or senior researcher required to run experiments
Immobilization of one of the binding partners required

SPR pros and consAdvantages:Label-free detectionReal-time data (i.e. quantitative binding affinities, kinetics and thermodynamics)Medium throughputSensitivity and accuracyMeasures over

Слайд 58Biolayer interferometry (BLI)
ForteBio; Citartan et al. Analyst (2013)
https://www.moleculardevices.com/applications/biologics/bli-technology#gref

Biolayer interferometry (BLI)ForteBio; Citartan et al. Analyst (2013)https://www.moleculardevices.com/applications/biologics/bli-technology#gref

Слайд 59Instruments
8 channels
1 channel

Instruments8 channels1 channel

Слайд 60Instruments
8 channels
1 channel

Instruments8 channels1 channel

Слайд 61BLI sensorgrams
Key Benefits of BLI
Label-free detection
Real-time results
Simple and fast
Improves efficiency
Crude

sample compatibility
https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0106882
https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4089413/
Exemplary studies:

BLI sensorgramsKey Benefits of BLILabel-free detectionReal-time resultsSimple and fastImproves efficiencyCrude sample compatibilityhttps://journals.plos.org/plosone/article?id=10.1371/journal.pone.0106882https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4089413/ Exemplary studies:

Слайд 62BLI pros and cons
Advantages:
Label-free detection
Real-time data
No reference channel required
Crude sample

compatibility
Fluidic-free system so less maintenance needed
Disadvantages:
Immobilization of ligand to surface of

tip required
No temperature control
Low sensitivity (100-fold lower sensitivity of detection compared to SPR)
BLI pros and consAdvantages:Label-free detectionReal-time dataNo reference channel requiredCrude sample compatibilityFluidic-free system so less maintenance neededDisadvantages:Immobilization of ligand

Слайд 63ITC vs SPR and BLI comparison

ITC vs SPR and BLI comparison

Слайд 64Quartz crystal microbalance (QCM)
High frequent oscillations of the quartz crystal

(5-10 MHz) with the Au chip
Mass detection with super accuracy

– quartz crystal resonator senses ~1 Hz
Upon mass deposition on the QCM sensor, the frequency decreases
Sensitivity can be ~ 20 ng/cm2 per Hz
Low throughtput, rather rare method
Sample volume 50-200 ul
Label-free

https://openqcm.com/openqcm

Sauerbrey equation:

https://www.youtube.com/watch?v=xDKOUpSR3EQ

Xdelic

Quartz crystal microbalance (QCM)High frequent oscillations of the quartz crystal (5-10 MHz) with the Au chipMass detection

Слайд 65Microfluidics delivers the sample and the deposited mass fraction is

measured
https://www.youtube.com/watch?v=xDKOUpSR3EQ

Microfluidics delivers the sample and the deposited mass fraction is measured https://www.youtube.com/watch?v=xDKOUpSR3EQ

Слайд 66Overview of the course
Proteins: size and hydrodynamic parameters
Identification of proteins

by their sequence
Spectroscopy methods
Stability of proteins
Protein structure – high resolution

methods
Protein structure – low resolution methods
Interactions involving proteins
Overview of the courseProteins: size and hydrodynamic parametersIdentification of proteins by their sequenceSpectroscopy methodsStability of proteinsProtein structure

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