4g2: biosensors lecture 3 - university of cambridge

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4G2: Biosensors Lecture 3 Ashwin A. Seshia [email protected]

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Page 1: 4G2: Biosensors Lecture 3 - University of Cambridge

4G2: BiosensorsLecture 3

Ashwin A. [email protected]

Page 2: 4G2: Biosensors Lecture 3 - University of Cambridge

Kinetics of immobilised biological systems

• In many biological systems, binding recognition events between a ligand and receptor occur in both solution and at interfaces (typically cell membranes). Examples include antibody-antigen type interaction (solution) or the biological recognition involved in the opening of channels in membranes (interfaces)

Page 3: 4G2: Biosensors Lecture 3 - University of Cambridge

Consideration – solution versus solid interface

• Solution– Isotropic distribution of binding partners.– Homogenous microenvironments for binding

sites.

• Solid interfaces– Spatial separation of bound compounds from

free compounds.– Employ surface sensitive techniques to

measure bound complex.

Page 4: 4G2: Biosensors Lecture 3 - University of Cambridge

Considerations – solid interfaces

• The high local concentration of binding partners at the surface may result in large local concentration gradients of the binding partner in solutioninfluencing this process.

• Binding may not be independent of the environment and neighbouring sites.

• Orientation, alignment and accessibility of the binding site of the immobilised species becomes important.

• How do you practically engineer a functional binding surface such that it is homogenous and each binding site is equivalent?

• Need to suppress non-specific binding on the surface.

Page 5: 4G2: Biosensors Lecture 3 - University of Cambridge

Langmuir Model

• Models steady state response of the sensor modulated by binding events on surface.

• Models an equilibrium process of binding between ligandand receptor under the following assumptions– Binding sites are independent of each other and freely

accessible to the binding partner in solution.– No non-specific binding on surface or interaction between

ligands.– Concentration of molecules on surface is low enough that it does

not substantially deplete molecules in solution and hence lead to concentration gradients.

– There is no transport limitation. In other words, an infinitely fast diffusion from solution to surface is assumed.

Page 6: 4G2: Biosensors Lecture 3 - University of Cambridge

Mass transport

• In reality, the concentration of reactants and products can change locally at the sensor surface, resulting in a local concentration gradient which in turn may affect the reaction kinetics.

• Mechanisms affecting mass transport include:– Diffusion– Convection– Directed migration (e.g. movement of charged

species under a potential gradient)

Page 7: 4G2: Biosensors Lecture 3 - University of Cambridge

Outline

• Acoustic Transducers– Bulk Acoustic Waves– Surface Acoustic Waves– Surface generated bulk acoustic waves

• Bulk Acoustic Wave Sensors– Quartz Crystal Microbalance

• Surface Acoustic Wave Sensors• Studying biomolecular interactions using

acoustic wave sensors

Page 8: 4G2: Biosensors Lecture 3 - University of Cambridge

Acoustic Wave Biosensors

G. Cote et al, IEEE Sensors Journal, 2003.

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Page 9: 4G2: Biosensors Lecture 3 - University of Cambridge

Acoustic Waves

• Involves deformation of the solid material – individual atoms are set into motion– interatomic forces change– internal restoring forces return material to equilibrium

• Deformation is time-variant– motion of the individual atoms are set by a balance of

restoring forces and inertial effects– each atom oscillates about its equilibrium position

• If the material is elastic � propagating wave is elastic or acoustic

• At resonance, the wave propagates through the solid medium with minimum energy loss

Page 10: 4G2: Biosensors Lecture 3 - University of Cambridge

Spectrum of Acoustic Waves

Page 11: 4G2: Biosensors Lecture 3 - University of Cambridge

Bulk Acoustic Wave

• Acoustic Waves that propagate through the bulk of the solid medium

• Longitudinal Waves– Atoms vibrate in the direction of wave propagation

• Shear Waves– Atoms vibrate in the plane normal to the wave

propagation• In an infinite solid elastic medium, for a given

direction of propagation, a longitudinal bulk wave and two degenerate shear waves can propagate.

Page 12: 4G2: Biosensors Lecture 3 - University of Cambridge

Surface Acoustic Waves

• Two-dimensional wave propagation on the surface of elastic media

• Example: Acoustic energy released by an earthquake propagating on the earth’s crust.

• Amplitude of the wave decays exponentially as a function of depth from the surface.

• Typically, the amplitude is negligible a few wavelengths below the surface of the elastic solid

Page 13: 4G2: Biosensors Lecture 3 - University of Cambridge

Surface generated BAW

• Surface Skimming Bulk Wave (SSBW): particle displacement is parallel to surface and normal to direction of propagation

• Acoustic Plate Mode (APM) or Reflected Plate Wave (RBW): Shear horizontal waves that propagate in the bulk of a piezoelectric medium. Piezoelectric plates act as acoustic waveguides confining the energy in the bulk of the plate as the wave propagates through multiple reflections of the top and bottom surfaces.

Page 14: 4G2: Biosensors Lecture 3 - University of Cambridge

Acoustic Waves• TSM - Thickness Shear Mode, a

bulk acoustic wave travelling through the thickness. This is the basis for the Quartz Crystal Microbalance.

• SAW – Surface Acoustic Wave, Surface confined acoustic waves that propagate both longitudinal and transverse directions.

• APM – Acoustic Plate Mode, Surface generated acoustic waves that travel along the length and thickness of the device. The surfaces act as waveguides for the travelling wave.

Page 15: 4G2: Biosensors Lecture 3 - University of Cambridge

Quartz Crystal Microbalance

Page 16: 4G2: Biosensors Lecture 3 - University of Cambridge

Piezoelectricity• Utilise piezoelectricity for the excitation and detection of the waves• Piezoelectric materials exhibit an electrical potential between

deformed surfaces and the application of a voltage induces physical deformation in the material.

• Piezoelectric materials are crystalline anisotropic solids• Examples

– Quartz– Zinc oxide– Lithium niobate– Lead zirconate-titanate– Aluminum nitride– poly (vinylidene fluoride)

• Quartz is the most common choice for biosensor applications because of its chemical stability in aqueous solutions and relative resistance to high temperatures

• Quartz also benefits from considerable manufacturing know-how and the potential for micromachining

Page 17: 4G2: Biosensors Lecture 3 - University of Cambridge

Surface Acoustic Wave Devices

Page 18: 4G2: Biosensors Lecture 3 - University of Cambridge

Thickness Shear Mode resonators

• consists of parallel plate of crystallinequartz with electrodes on both sides• Fundamental mode wavelength is twice thickness of the plate.• Resonant frequency is given by:

- For a 0.33mm thickness, this translates to about 5MHz

dv

f2

=

Page 19: 4G2: Biosensors Lecture 3 - University of Cambridge

Applications

• Thickness film monitoring• Gas sensors• Back-end detection for chromatography

columns• Biological applications

– Immunosensors– DNA hybridisation– Single celled organisms

Page 20: 4G2: Biosensors Lecture 3 - University of Cambridge

Studying biomolecularinteractions

• First use for protein sensing in 1990s.• Operating principle: mass deposited on the

surface of the device will oscillate synchronously with the device surface under the influence of a propagating wave

• For biomolecular interactions, it is essential that these devices operate efficiently in liquid environments

Page 21: 4G2: Biosensors Lecture 3 - University of Cambridge

Studying biomolecularinteractions

• Propagation characteristics of the wave are modulated by:– mass deposited on the device surface– changes in viscosity of the liquid– changes in electrical properties of the interface– roughness and wetability of the solid surface– nature of the interfacial layers

• Typically use a reference device to minimize interference in acoustic wave measurements

Page 22: 4G2: Biosensors Lecture 3 - University of Cambridge

Some Theory

• Sauerbrey (1959) formulated a relation between the TSM resonant frequency and deposited mass on the surface of the crystal.

• Analytical expression is given by:

• Assumes that the frequency change is caused by mass loading only in vacuum.

• When a device is immersed in a liquid sample, energy is lost due to visco-elastic coupling.

µρµρµρµρAm

ff∆−=∆ 2

02

Page 23: 4G2: Biosensors Lecture 3 - University of Cambridge

Sauerbrey Equation

fo – nominal resonant frequencyvtr – shear acoustic velocityd – crystal thicknessµq- shear modulusρq – density∆d – thickness of deposited layer∆f – shift in resonant frequency∆m – deposited massA – active sensor areaC – mass sensitivity

mf

C

Am

ff

Am

ff

dfdd

ff

ddv

f

qqo

q

q

qo

q

qo

o

q

qtro

dd

2

2

2

21

2

2

2

=

∆⋅−=∆

⋅∆⋅−=∆

∆⋅⋅−=∆−=∆

⋅==

µρ

µρ

ρ

µρ

ρµ

Page 24: 4G2: Biosensors Lecture 3 - University of Cambridge

Effects of liquid viscosity

• For a pure viscous medium, the frequency shift is given by:

• In practice, there is a combination of mass loading and viscoelastic effects that result in a frequency shift.

qq

llffµµµµπρπρπρπρ

ηηηηρρρρ2/30−=∆

Page 25: 4G2: Biosensors Lecture 3 - University of Cambridge

Penetration Depth

Acoustic Wave Device

δ

solid/liquidinterface

ωωωωρρρρηηηηδδδδl

l2=

Page 26: 4G2: Biosensors Lecture 3 - University of Cambridge

Equivalent Electrical Circuit

• It is possible to construct an equivalent electrical circuit for the quartz crystal resonator that captures frequency shift dependencies

• Often a parasitic capacitor, Co is added as a static feedthroughcapacitance between the two electrodes of the TSM resonator

• Resonator can be characterised open-loop or built into an oscillator.• This electrical model can be related to open-loop measurements and

characterisation data on electrical admittance and impedance.• The resonant frequency shifts can be measured using a number of

standard techniques including frequency counters.

Lq Cq Rq

Co

Page 27: 4G2: Biosensors Lecture 3 - University of Cambridge

Loaded QCM

Martin et al, 1991

Page 28: 4G2: Biosensors Lecture 3 - University of Cambridge

Admittance – 1st and 3rd modes

Martin et al, 1991

Page 29: 4G2: Biosensors Lecture 3 - University of Cambridge

Admittance as a function of viscosity-density product

Martin et al, 1991

(a) Air, (b) Water, (c) 43% glycerol in water, (d) 64% glycerol in water, (e) 80% glycerolin water

Page 30: 4G2: Biosensors Lecture 3 - University of Cambridge

Gold Deposition

Martin et al, 1991

A – air, B – water, C – air (with Au deposited), D – water (with Au deposited). Au isdeposited to a thickness of 124nm.

Page 31: 4G2: Biosensors Lecture 3 - University of Cambridge

Dissipation Monitoring• Biomolecules and cells are often like jelly; they do not

respond as dead mass but are deformed in a manner that depends on their size, shape and viscoelasticproperties.

• Measure both amplitude and phase (frequency) or in other words both energy storage and dissipation.

• The damping is a parameter that can be extracted from the electrical response of the resonator.

• The physical models involved are typically much more complex.

• The resonant (or motional) resistance can be written as:

22/1 /)2( kAfR Lq ηρπ=

Page 32: 4G2: Biosensors Lecture 3 - University of Cambridge

Resistance-Frequency Plots

• (a) – Elastic behaviour

• (b) – Viscous behaviour

• (c) – Variation with viscoelasticproperties of the coated thin film

• (d) – Summary of results

Muramatsu et al, 2002

Page 33: 4G2: Biosensors Lecture 3 - University of Cambridge

Experimental verification – mass loading

Page 34: 4G2: Biosensors Lecture 3 - University of Cambridge

Experimental verification –viscous loading

Water – Glycerol solutions are used to calibrate viscous loading effects on the crystal

Page 35: 4G2: Biosensors Lecture 3 - University of Cambridge

Alcohol sensor

Muramatsu et al, 2002

Stepped injections of ethyl alcohol in gas phase and measured with a carbon film coatedQCM device. The sensor is close to linear in the range 1-120ppm.

Page 36: 4G2: Biosensors Lecture 3 - University of Cambridge

DNA Hybridisation

T indicates binding complement and M indicates complement with one-base mismatch.The experiment is done for a number of DNA sequences of different lengths.

Page 37: 4G2: Biosensors Lecture 3 - University of Cambridge

QCM – E. Coli detection

Spangler et al, 2001

Response of a QCM to increasing concentrations of a toxin produced by E.Coli withbinding specificity obtained by tailoring the surface with a protein binding receptor,ganglioside, GM1. This paper also included a comparison with an SPR systemdemonstrating a 2X increase in sensitivity.

Page 38: 4G2: Biosensors Lecture 3 - University of Cambridge

STM protein

P. Ko Ferrigno et al

Page 39: 4G2: Biosensors Lecture 3 - University of Cambridge

Surface density – CDK2

0 5000 10000 15000 20000 25000 30000

-50

-40

-30

-20

-10

0

10

Antibody -CDK2

Lysate-CDK2

PEGSTM-pep2

Freq

uenc

y S

hift(

Hz)

Time(s)

F:1 (Hz) F:2 (Hz) F:3 (Hz)

AFM imaging on mica surface Quartz Crystal Microbalance

Shu et al, 2007

Page 40: 4G2: Biosensors Lecture 3 - University of Cambridge

Antibody-Antigen binding

0 5000 10000 15000 20000 25000 30000

-50

-40

-30

-20

-10

0

10

Antibody -CDK2

Lysate-CDK2

PEGSTM-pep2

Freq

uenc

y S

hift(

Hz)

Time(s)

F:1 (Hz) F:2 (Hz) F:3 (Hz)

Adsorption �f/n Mass Density Number Density Area/protein

STM molecule 5.0~5.03 Hz 88.5~89.0 (ng cm-2) 0.0487 Protein/nm2 20.5 nm2/protein

STM Antibody 3.0~3.2 Hz 53.1~56.6 (ng cm-2) 0.005protein/nm2 222 nm2/ antibody

Shu et al, 2007

Page 41: 4G2: Biosensors Lecture 3 - University of Cambridge

Biotin-streptavidin binding

FLOW CELL CROSS-SECTION ADSORPTION ISOTHERM FOR BIOTIN

Page 42: 4G2: Biosensors Lecture 3 - University of Cambridge