光學奈/微米檢測於生醫之應用home.ee.ntu.edu.tw/classnotes/bme/NanoBioMed.pdf ·...

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PIDC 08/05/2003 1 NTU Nano-BioMEMS Group 光學奈/微米檢測於生醫之應用 林啟萬 副教授 [email protected] ; 02-33665272 國立台灣大學 醫學工程研究所/電機工程學系

Transcript of 光學奈/微米檢測於生醫之應用home.ee.ntu.edu.tw/classnotes/bme/NanoBioMed.pdf ·...

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PIDC 08/05/2003 1NTU Nano-BioMEMS Group

光學奈/微米檢測於生醫之應用

林啟萬 副教授

[email protected]; 02-33665272國立台灣大學

醫學工程研究所/電機工程學系

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PIDC 08/05/2003 2NTU Nano-BioMEMS Group

Contents

• From Micro to Nano-BioMed• Why optics• Micro scale - Optical Coherent Tomograph

for optical imaging of Biological tissues• Nano scale - Surface Plasmon Resonance

for Biosensing

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PIDC 08/05/2003 3NTU Nano-BioMEMS Group

MEMS and Nano History

There’s Plenty of Room at the Bottomby Dr. Richard P. Feynman at Cal Tech, Pasadena, CA on Dec. 26, 1959

Miniaturizing devices (information storage, computation, motor)Evaporation and lithographParallel microfabrication by a hundred tiny hands

MEMS technologyRearranging the atomsThe marvelous biological system (DNA, RNA, Protein, Amino Acid, etc. for information processing, computation)

Nanotechnology, Bio-Nano by IBM 1993

By TI, M Mehregany

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PIDC 08/05/2003 4NTU Nano-BioMEMS Group

MEMS and Nano History

When we get to the very, very small world---say circuits of seven atoms---we have a lot of new things that would happen that represent completely new opportunities for design. Atoms on a small scale behave like nothing on a large scale, for they satisfy the laws of quantum mechanics.

- Dr. Richard P. Feynman

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PIDC 08/05/2003 5NTU Nano-BioMEMS Group

Infinitesimal Machineryby Dr. Richard P. Feynman at JPL, Pasadena, CA on Feb. 23, 1983

MEMS and Nano History

Make, Use, and Power “Swallowablesurgeon”

Electrostatic actuationElectromagnetic fieldMobile microrobots powered by ATP or Optics (Autonomous machine for cellular operations or

Friction, Sticking and Shaking of atomsMicrofabrication by casting or by imprecisetoolsQuantum computation

Biology is a guide (but not a perfect guide)Various form changes by applying electrical field, which affect viscosity of fluid.

NN

OOH

OHO

O

O

N

O

N

OO

N

N

O

N

OO

N

O

O

O

O

N

O

N

OO

N

N

O

N

OO

N

O

O

Ru 2+

anatase TiO2

ITO

e-

© J. Fréchet, Berkeley, 2001

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PIDC 08/05/2003 6NTU Nano-BioMEMS Group

Size and TechnologySize and Technology

10-3 m (1 釐米, mm)

10-6 m (1 微米, µm)

1 Å

10-9 m (1 奈米, nm)

10 µm

Animal cells(動物細胞)

Bacteria (細菌)

Proteins (蛋白質)

Water (水)

Plant cells (植物細胞)100 µm

10 nm

100 nmVirus (病毒)

Red blood cell (紅血球)

Liver cell (肝細胞)MEMS

NEMS

NanoBioTechnologyDNA double helix (DNA雙螺旋)

glucose (葡萄糖 0.9 nm)

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PIDC 08/05/2003 7NTU Nano-BioMEMS Group

Hierarchical structure

VirusSize: 20-200 nm

Structure: Single or double strand RNA or DNAFunction: Infectious but not self-replicating

Prokaryotic cells: BacteriaSize: 1 - 10 um

Structure: Single-cell organism consisting of single closed compartment that lacks a defined nucleus

Function: Free-living and self-replicating

Eukaryotic cells: Animal/plant cellsSize: 10 -100 um

Structure: Complex structure surrounded by a lipid

membrane, contains an organized nuclear structureFunction: Self-replicating and able to assemble to for

tissues

Small moleculesAmino acidsNucleic acids

WaterLipidsIons

Self assembly to form DNA, RNA and Proteins

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PIDC 08/05/2003 8NTU Nano-BioMEMS Group

Biological Structure - Skin

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PIDC 08/05/2003 9NTU Nano-BioMEMS Group

Carcinoma in situ

Source - www2.plala.or.jp

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PIDC 08/05/2003 10NTU Nano-BioMEMS Group

Cell Nuclei

Hydrated mammary epithelial cell nuclei, For the x-ray images

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PIDC 08/05/2003 11NTU Nano-BioMEMS Group

Why Optics?

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PIDC 08/05/2003 12NTU Nano-BioMEMS Group

Optical methods

• Wide spectral range for parallel measurement

• Varieties of spectroscopic methods available for molecules (nano) and cells-tissues (micro) characterization

• Non-ionization radiation• Non-invasive

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PIDC 08/05/2003 13NTU Nano-BioMEMS Group

Dimensions

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PIDC 08/05/2003 14NTU Nano-BioMEMS Group

EnergyLight can be defined as the electromagnetic spectrum in the frequency range of 1011 (far infared) to 1017 (far ultraviolet). The energy of a single photon is given by, E=hv in J or eV, where h is Planck’s constant=6.6261x10-34 J.s = 4.1361x10-

14 eV.S and υ is the frequency of light in Hz, and the wavelength of the light, λ, is given as nm, where c is the speed of light in vacuum = 2.99792458x108 m/s.

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PIDC 08/05/2003 15NTU Nano-BioMEMS Group

Mean lifetime

10-2 secRotational transition10-3 secVibrational transition10-6 secElectronic transition (T – S)10-9 secElectronic transition (S – S) 10-15 secPhoton absorption

UV-VIS absorptionFluorescence and phosphorescence emissionBioluminescenceChemiluminescenceInternal reflection spectroscopyLaser light scattering

Ref: G.R. Van Hecke, K.K. Karukstis, “A Guide to Lasers in Chemistry”, Jones & Bartlett

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PIDC 08/05/2003 16NTU Nano-BioMEMS Group

ForceThe relativistic mass of a photon: Photon mass at rest is zero. However, when it at speed of light, the mass can be calculated as:So, for a green light quantum (l = 500 nm, m = 4x10-33 g). This is the first working principle of lasers cooling and of optical tweezers. The force of the action comes from the translational momentum, T and speed of photon, C.

The light pressure P (F/A) For the case of solvent with refractive index, n , the above equations need to be corrected by multiplying a constant, n.The Electric fields are also very large, for 1000 W/cm2, E = 28x107 V/cm

tFCECmT ⋅==⋅= /

ChCEmCmE ⋅==⇒⋅= )/(/ 22 λ

CWtCEF /)/( =⋅=

CIACWAFP /)/(/ ===

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PIDC 08/05/2003 17NTU Nano-BioMEMS Group

ForceExample: The intensity of sun at the Earth’s surface is about 1350 W/m2 (1 W = 1 J/s, 1 J = 1 Nm). Thus, the pressure exert by sun is P = I/C = 1350 (Nm/s)/m2/3x108 m/s = 0.45x10-5 N/m2. The force, which exert on a 5m2 car’s area is about PxA, F=2.25x10-6 N and about 0.45x10-5 N/m2 x 115x1012 m2 = 500000 N on the surface of Earth. For a 1 W laser, it can exert a force F= W/C = 3.3x10–9 N. This force can accelerate a bacterium of 1 fmtoliter or a mass of 1 picogram over a short distance. With 1 N = 105 g cm/s2, the acceleration a = 3.3x109

N/10 –12 g = 3.3x108 cm/s2. This is for a particle that is larger than the wavelength of light (Miescattering). For a very small particle (Rayleigh scattering), the force will be much smaller. For dielectric spheres, e.g. cells, gradient force will experience both axial and transversal gradient forces, which pull against the pressure of light into focus. By experiments, one can find out the axial and lateral forces, normally expressed as a percentage of calculated light force (0.4% - 10% for axial force, 13% - 41% for lateral force).

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PIDC 08/05/2003 18NTU Nano-BioMEMS Group

Optics

Cover both micro & nano!

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PIDC 08/05/2003 19NTU Nano-BioMEMS Group

Modes of Interactions

• Absorption• Scattering• Reflection• Refraction• Polarization• Interference• Diffraction

Incident photon

Backscattered photon

Forward scattered photon

Absorbedphoton Fluorescence

photon

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PIDC 08/05/2003 20NTU Nano-BioMEMS Group

Absorption通過一物體的光強度低於入射強度時,稱為光被該物體(的物質)吸收了。為了與微觀吸收有所區別,必要時稱它為宏觀吸收。一般光束照射下,該二強度的比值為e-αL,α稱為吸收係數,L是光通過的路徑長。經過微觀吸收過程之後,光的能量轉變成介質原子的能量。由於該原子與週遭環境進行各式各樣的交互作用,例如碰撞,所以那些能量除了以自發射方式散射出去之外,也可能轉變成熱或其他形式的能量。有吸收效應時,折射率會變成複數,其實部的意義與一般的折射率相同,虛部則與吸收係數有關。不論實部或虛部,都會因介質中的電磁場等因素而變化。

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PIDC 08/05/2003 21NTU Nano-BioMEMS Group

Scattering由於吸收光能之後的自發射為隨機過程,自介質之帶電質點發出之後續光波的行進方向散佈於整個空間,所以帶電質點使光波發生散射的現象。類似的狀況發生在一介質內部,若介質中的物理條件(如密度)有起落(fluctuation) ,散射就會顯著,因而能由光束的側面看到光束的存在。粒徑比光波波長小得多的質點造成散射時,散射光的強度與波長的四次方成反比

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PIDC 08/05/2003 22NTU Nano-BioMEMS Group

ScatteringA.彈性散射與非彈性散射

微小的質點造成的散射波之頻率,與入射波相同,稱為彈性散射或瑞立(Rayleigh)散射。但是有結構的質點吸收光能之後,可能用掉其中的一部份,產生分子振動等等,於是散射的光波頻率小於入射者;相反地,部份振動能量也可能添加於散射光波,而使散射光波的頻率高於入射頻率,這兩者都屬於非彈性散射,例如Raman 散射。

B.螢光物質將入射光波的部份能量變成其他形式的能量,而將其餘能量散射出去時,稱為螢光。與彈性散射對應的螢光為共振螢光,一般的螢光對應於非彈性散射。

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PIDC 08/05/2003 23NTU Nano-BioMEMS Group

Reflection介質表面上的反射率,是反射波強度與入射波強度的比值。它隨光波電場方向(偏振)、入射角、兩側介質之折射率而變。如果介面另側的介質是薄膜(一層或多層),其厚度也會影響自最外面反射的反射率,此時偏振及入射角也有影響。如果涉及導體介質,電導率也是一個變因。

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PIDC 08/05/2003 24NTU Nano-BioMEMS Group

Relfection介質中會受光波電場影響的電荷之密度,它們與周圍物質交互作用的強弱,以及這些電荷的微觀能量值與光子能量的接近程度,會影響它們隨入射光電場運動的幅度,因而影響續發光波的強度和速度。折射率是真空中的光速與介質中的光速之比值,所以也就受光波頻率的影響。另一方面,折射率是入射角與折射角的正弦值之比,所以不同[頻率的光波折射後會朝不同方向行進,而使多色光波的各成分散開,稱為色散。

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PIDC 08/05/2003 25NTU Nano-BioMEMS Group

Total Internal Reflection

光波由折射率低的介質( 光疏介質 )射向折射率高的介質( 光密介質 )時,折射光線會向法線偏折,折射角小於入射角;反之,則折射角大於入射角。此外,兩介質及頻率固定,而光從光密介質向光疏介質傳播時,入射角愈大則折射角也愈大。於是,入射角達到某個值時,折射角等於90度,此時的入射角稱為臨界角。入射角再增大,則光波不再折射,而全部反射回光密介質,這就是全內反射,其反射率為100%。若光疏介質之厚度為有限值,則可能發生穿隧效應(tunneling effect)。

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PIDC 08/05/2003 26NTU Nano-BioMEMS Group

Polarization偏振是指波的振動量保持以固定方式振動的現象,所謂固定方式又有幾種類型,其中最簡單也最常見最常用的一類,是沿固定方向振動的現象。這種情況的偏振稱為線偏振,因為它的振動量平行於空間的一條直線;又稱為平面偏振,因為那條線與光線行進方向形成固定的平面。偏振是橫波才會有的性質。絃波與光波都是橫波,所以都能呈現偏振。除了立方晶系的物質之外,其他晶系的物質如塑膠膜偏光鏡,都是非各向同性的(anisotropic)材料。在這種物質中,沿不同方向偏振的光波,會具有不同的折射率及速度,稱為具有雙折射性(birefringence)。

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PIDC 08/05/2003 27NTU Nano-BioMEMS Group

Polarized Light

The electric field vector oscillates in one direction only => linear polarized light

direction ofpropagation

E

Two superimposed perpendicular light waves withequal amplitude and no phase shift

pp

ss

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PIDC 08/05/2003 28NTU Nano-BioMEMS Group

Circular and elliptically polarized light

Two superimposed perpendicular light waves withequal amplitude and λ/4 phase shift => Circular polarized light

p

s

Elliptically polarized light => the electric fieldvector moves like a „deformed“ coil, i.e. viewedfrom end-on it describes an ellipse

p

s

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PIDC 08/05/2003 29NTU Nano-BioMEMS Group

Interference兩個頻率相同的波相遇時,在波峰與波峰( 或波谷與波谷 )相會處,二者會相長而使振幅增大;相反地,在波峰與波谷相會處,它們會相消而使振幅變小。這個現象稱為波的干涉,其相長與相消的位置決定於波長及波源的排列和其間的距離。這些位置分佈於空間中,形成干涉圖案。

光譜學上利用干涉效應把不同頻率的光波分開;全像術利用干涉記錄三維資訊;量度學上利用干涉測定物體厚度、平整度、密度、折射率等物理量及其變化;以光纖製成的迴轉儀利用干涉現象測定轉動及標定方向。此外還有許多應用。

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PIDC 08/05/2003 30NTU Nano-BioMEMS Group

Diffraction改變方向繞過途中障礙物體前進的現象稱為繞射。使這現象顯著地呈現出來的條件是:障礙物尺寸與波長相近。例如可見光的波長約為千萬分之五公尺,所以不會繞過一般障礙( 如人體 ),而可以繞過幾乎併攏的手指間隙、旗幟的紗線。光波的繞射會使原該成影的地方也受光波照射,而使像的邊緣模糊。

光譜上的應用: 減少狹縫的寬度,可以擴大繞射條紋的間隔;增加狹縫的數目,可以使繞射圖案更鮮明,因此光柵(grating)的設計可使光譜的細節顯露出來。

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PIDC 08/05/2003 31NTU Nano-BioMEMS Group

Optical Properties of biological tissues

•When the EM wave of optical ray encounters the biological tissue, there will be multiple effects of reflectance, absorption, and scattering due to inhomogeneity of the sample.•To characterize the properties of biological tissue, there are four parameters of optical properties can be derived from directed or indrectedmeasurement of biological tissues, e.g. refractive index n, absorption coefficient ua, scattering coefficient us, and anisotropy factor, g.

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PIDC 08/05/2003 32NTU Nano-BioMEMS Group

Each tissue has its own characteristic optical absorption spectra, one can approximate the optical properties of tissues with that of water, due to the facts of water is the major composition of human body, > 70%. Both water and saline solution transmit well in the visible range and the absorption is high in the UV (l<300 nm) and the IR (l>2um). Tissue shows similar strong absorption in the UV and the IR.

Optical Properties of biological tissues

Page 33: 光學奈/微米檢測於生醫之應用home.ee.ntu.edu.tw/classnotes/bme/NanoBioMed.pdf · 2011-11-09 · For dielectric spheres, e.g. cells, gradient force will experience both

PIDC 08/05/2003 33NTU Nano-BioMEMS Group

Optical Properties of biological tissues

However in blood, there are strong absorption in the visible range due to chromophores (色素基) such as hemoglobin (血紅素) and bilirubin(膽紅素). Therefore for a tissue that contains blood, the absorption is dominated by the absorption in the blood. There are also other chromophores that absorb light in the specific spectral range, such as melanin(黑色素)and proteins as shown in the following figure. •Ref: Cheong et.al. “A review of the optical properties of biological tissues”, 1990, IEEE J. Quantum Electronics 26: 2166-2184

Page 34: 光學奈/微米檢測於生醫之應用home.ee.ntu.edu.tw/classnotes/bme/NanoBioMed.pdf · 2011-11-09 · For dielectric spheres, e.g. cells, gradient force will experience both

PIDC 08/05/2003 34NTU Nano-BioMEMS Group

Optical Properties of Tissue

Page 35: 光學奈/微米檢測於生醫之應用home.ee.ntu.edu.tw/classnotes/bme/NanoBioMed.pdf · 2011-11-09 · For dielectric spheres, e.g. cells, gradient force will experience both

PIDC 08/05/2003 35NTU Nano-BioMEMS Group

Optical method for micron scaleOCT

Page 36: 光學奈/微米檢測於生醫之應用home.ee.ntu.edu.tw/classnotes/bme/NanoBioMed.pdf · 2011-11-09 · For dielectric spheres, e.g. cells, gradient force will experience both

PIDC 08/05/2003 36NTU Nano-BioMEMS Group

OCT in Bio-medicine• Internal microstructure information within the

subsurface biological tissues

• Diagnostic medical imaging technology

• Optical biopsy

• Functional OCT- Color Doppler OCT- Polarization Sensitive OCT

Page 37: 光學奈/微米檢測於生醫之應用home.ee.ntu.edu.tw/classnotes/bme/NanoBioMed.pdf · 2011-11-09 · For dielectric spheres, e.g. cells, gradient force will experience both

PIDC 08/05/2003 37NTU Nano-BioMEMS Group

Characteristics• Advantages of OCT

– Non-invasive, Minimally-invasive– High Spatial Resolution (~µm)– High Sensitivity ( > 85dB typically)– Small Size– Safety– Reasonable Price

• Disadvantages of OCT– Smaller Penetration Depth

- mm ~ cm

Page 38: 光學奈/微米檢測於生醫之應用home.ee.ntu.edu.tw/classnotes/bme/NanoBioMed.pdf · 2011-11-09 · For dielectric spheres, e.g. cells, gradient force will experience both

PIDC 08/05/2003 38NTU Nano-BioMEMS Group

Principle of OCT

Distance = Delay × Speed of light

Page 39: 光學奈/微米檢測於生醫之應用home.ee.ntu.edu.tw/classnotes/bme/NanoBioMed.pdf · 2011-11-09 · For dielectric spheres, e.g. cells, gradient force will experience both

PIDC 08/05/2003 39NTU Nano-BioMEMS Group

Michelson Interferometer

B. S.Sample

Detector

I(t) ~ Er2

+ Es2

+ 2ErEsCOS(2*(2π/ λ0)*∆z)

∆zDetected Signal

After Demodulation

R. M.

Light source

Page 40: 光學奈/微米檢測於生醫之應用home.ee.ntu.edu.tw/classnotes/bme/NanoBioMed.pdf · 2011-11-09 · For dielectric spheres, e.g. cells, gradient force will experience both

PIDC 08/05/2003 40NTU Nano-BioMEMS Group

OCT Setup

Page 41: 光學奈/微米檢測於生醫之應用home.ee.ntu.edu.tw/classnotes/bme/NanoBioMed.pdf · 2011-11-09 · For dielectric spheres, e.g. cells, gradient force will experience both

PIDC 08/05/2003 41NTU Nano-BioMEMS Group

Spatial Resolution

d:Spot size before the lens

Longitudinal resolution

Lateral resolution

λ∆πλ∆

⋅⋅

=202ln2z

df4x

⋅⋅

=πλ∆

13

Page 42: 光學奈/微米檢測於生醫之應用home.ee.ntu.edu.tw/classnotes/bme/NanoBioMed.pdf · 2011-11-09 · For dielectric spheres, e.g. cells, gradient force will experience both

PIDC 08/05/2003 42NTU Nano-BioMEMS Group

Probe Design

Page 43: 光學奈/微米檢測於生醫之應用home.ee.ntu.edu.tw/classnotes/bme/NanoBioMed.pdf · 2011-11-09 · For dielectric spheres, e.g. cells, gradient force will experience both

PIDC 08/05/2003 43NTU Nano-BioMEMS Group

Interference Signal & Onion Image

Intensity

Length (mm)

Page 44: 光學奈/微米檢測於生醫之應用home.ee.ntu.edu.tw/classnotes/bme/NanoBioMed.pdf · 2011-11-09 · For dielectric spheres, e.g. cells, gradient force will experience both

PIDC 08/05/2003 44NTU Nano-BioMEMS Group

Fish Eyeball

X

X

YZ

Z

500μm

Page 45: 光學奈/微米檢測於生醫之應用home.ee.ntu.edu.tw/classnotes/bme/NanoBioMed.pdf · 2011-11-09 · For dielectric spheres, e.g. cells, gradient force will experience both

PIDC 08/05/2003 45NTU Nano-BioMEMS Group

Changed Y-axial

500μm

500μm

Page 46: 光學奈/微米檢測於生醫之應用home.ee.ntu.edu.tw/classnotes/bme/NanoBioMed.pdf · 2011-11-09 · For dielectric spheres, e.g. cells, gradient force will experience both

PIDC 08/05/2003 46NTU Nano-BioMEMS Group

Result (Pig Tongue)

500μm

500μm

Page 47: 光學奈/微米檢測於生醫之應用home.ee.ntu.edu.tw/classnotes/bme/NanoBioMed.pdf · 2011-11-09 · For dielectric spheres, e.g. cells, gradient force will experience both

PIDC 08/05/2003 47NTU Nano-BioMEMS Group

In Vivo Lining Mucosa (Labial 唇內側)

500μm

200μm

Page 48: 光學奈/微米檢測於生醫之應用home.ee.ntu.edu.tw/classnotes/bme/NanoBioMed.pdf · 2011-11-09 · For dielectric spheres, e.g. cells, gradient force will experience both

PIDC 08/05/2003 48NTU Nano-BioMEMS Group

Phase Sensitive OCT

Verdi Ti:Sapphire

PBSBS

MBS

GratingPBS

QWP(22. 5°) QWP

(45°)

Sample

Galvo

Lens

D1

D2

M

M

C

Phase delay line

Page 49: 光學奈/微米檢測於生醫之應用home.ee.ntu.edu.tw/classnotes/bme/NanoBioMed.pdf · 2011-11-09 · For dielectric spheres, e.g. cells, gradient force will experience both

PIDC 08/05/2003 49NTU Nano-BioMEMS Group

Interference Signal

Page 50: 光學奈/微米檢測於生醫之應用home.ee.ntu.edu.tw/classnotes/bme/NanoBioMed.pdf · 2011-11-09 · For dielectric spheres, e.g. cells, gradient force will experience both

PIDC 08/05/2003 50NTU Nano-BioMEMS Group

PSOCT images

Page 51: 光學奈/微米檢測於生醫之應用home.ee.ntu.edu.tw/classnotes/bme/NanoBioMed.pdf · 2011-11-09 · For dielectric spheres, e.g. cells, gradient force will experience both

PIDC 08/05/2003 51NTU Nano-BioMEMS Group

Road map

2003199919951991

- OCT系統建立-取得生物組織影像

-功能性OCT系統發展a. 建立極化敏感OCTb. 建立Doppler OCT-建立即時OCT造影系統

-OCT眼科應用商品化

-微機電技術應用於OCT-超高解析度OCT-心導管OCT進入臨床試驗

-取得活體生物組織影像

Page 52: 光學奈/微米檢測於生醫之應用home.ee.ntu.edu.tw/classnotes/bme/NanoBioMed.pdf · 2011-11-09 · For dielectric spheres, e.g. cells, gradient force will experience both

PIDC 08/05/2003 52NTU Nano-BioMEMS Group

Optical method for Nanoscale

Surface Plasmon ResonanceEllipsometery

Page 53: 光學奈/微米檢測於生醫之應用home.ee.ntu.edu.tw/classnotes/bme/NanoBioMed.pdf · 2011-11-09 · For dielectric spheres, e.g. cells, gradient force will experience both

PIDC 08/05/2003 53NTU Nano-BioMEMS Group

表面觀測的生化感測器的種類

1.QCM.2.Internal reflection

spectroscopy3.SPR.4.Ellipsometer5.STM6.AFM……

1. H. Raether, “Surface Plasmon on Smooth and Rough Surfaces and on Gratings”, Springer-Verlag, Berlin, 1988.2. J. Homola, et.al. “Surface plasmon resonance sensors: review,” Sens. actuators. B, 54: 3-15, 1999.3. Z. Salamon, et.al., “Surface plasmon resonance spectroscopy as a tool for investigating the biochemcial and

biophysical properties of membrane protein systems I: Theoretical principles”, BBA 1331: 117-129, 1997

Page 54: 光學奈/微米檢測於生醫之應用home.ee.ntu.edu.tw/classnotes/bme/NanoBioMed.pdf · 2011-11-09 · For dielectric spheres, e.g. cells, gradient force will experience both

PIDC 08/05/2003 54NTU Nano-BioMEMS Group

Biacore

圖片下載自:www.biacore.com

Page 55: 光學奈/微米檢測於生醫之應用home.ee.ntu.edu.tw/classnotes/bme/NanoBioMed.pdf · 2011-11-09 · For dielectric spheres, e.g. cells, gradient force will experience both

PIDC 08/05/2003 55NTU Nano-BioMEMS Group

1. Molecular weight detection: >180 Da

2. Required sample volume: injected volume + 20-80 µl

3. Refractive index range: 1.33-1.40

Page 56: 光學奈/微米檢測於生醫之應用home.ee.ntu.edu.tw/classnotes/bme/NanoBioMed.pdf · 2011-11-09 · For dielectric spheres, e.g. cells, gradient force will experience both

PIDC 08/05/2003 56NTU Nano-BioMEMS Group

SPR sensor的優點

• 免標的物,不用螢光.• 及時線上監控,

可量測分子的

動態鍵結.

• 靈敏度高.每毫米平方1兆克(1 pg mm-2)的濃度變化

• 可量測固液相介面.

Page 57: 光學奈/微米檢測於生醫之應用home.ee.ntu.edu.tw/classnotes/bme/NanoBioMed.pdf · 2011-11-09 · For dielectric spheres, e.g. cells, gradient force will experience both

PIDC 08/05/2003 57NTU Nano-BioMEMS Group

EP3- Materials research

- Biotechnology

- Organic Films (OLED)- Semiconductors / Displays

Page 58: 光學奈/微米檢測於生醫之應用home.ee.ntu.edu.tw/classnotes/bme/NanoBioMed.pdf · 2011-11-09 · For dielectric spheres, e.g. cells, gradient force will experience both

PIDC 08/05/2003 58NTU Nano-BioMEMS Group

SPRImager

Page 59: 光學奈/微米檢測於生醫之應用home.ee.ntu.edu.tw/classnotes/bme/NanoBioMed.pdf · 2011-11-09 · For dielectric spheres, e.g. cells, gradient force will experience both

PIDC 08/05/2003 59NTU Nano-BioMEMS Group

The Diffraction of Light

incident beam

plane of

incidence

p

p

s

s

E

E

film / substrate system Medium (0)α

βMedium (1)

Index of refraction (material is not absorbing; k = 0)

kinN~ −=

Complex index of refraction (material is absorbing, k ≠ 0)

k = extinction coefficient

n = index of refraction

i = imaginary number ( √-1 )1

0

sinsin

ccn ==

βα

Page 60: 光學奈/微米檢測於生醫之應用home.ee.ntu.edu.tw/classnotes/bme/NanoBioMed.pdf · 2011-11-09 · For dielectric spheres, e.g. cells, gradient force will experience both

PIDC 08/05/2003 60NTU Nano-BioMEMS Group

Diffraction

A plane wave incident in medium 0 gives rise to a resultant reflected wave in the same medium and to a resultant transmitted wave in medium 1 (substrate)

The ratio of the amplitude of the outgoing wave to the amplitude of the incident wave leads to the “Fresnel reflection coefficient” r

Substrate (1)Ambient (0)

)n(N~ 11

)n(N~ 00α

β

pp

s

s

substrate

β+αβ−α

==cosN~cosN~cosN~cosN~

EE

01

01

pin

poutp

01rβ+αβ−α

==cosN~cosN~cosN~cosN~

EE

10

10

sin

souts

01r

Page 61: 光學奈/微米檢測於生醫之應用home.ee.ntu.edu.tw/classnotes/bme/NanoBioMed.pdf · 2011-11-09 · For dielectric spheres, e.g. cells, gradient force will experience both

PIDC 08/05/2003 61NTU Nano-BioMEMS Group

In a system with more than one interface addition of the reflected waves leads to an infinite geometric series for the “total reflected amplitude” R (Total reflection coefficient)

π

δ

Film (1)

Ambient (0)

Substrate (2)

1N~

2N~

0N~α

βd

# 1 # 2 # 3

)i(p12

p01

)i(p12

p01

pin

p3#out

p2#out

p1#outp

err1err

EEEE

δ−

δ−

++

=+++

=KR

)i(s12

s01

)i(s12

s01

sin

s3#out

s2#out

s1#outs

err1err

EEEE

δ−

δ−

++

=+++

=KR

β

λ

π==δ cosN~d4shiftphase 1

Interference of two waves leads to a resultant wave (green one). The amplitude of it depends on the phase shift (δ).

Page 62: 光學奈/微米檢測於生醫之應用home.ee.ntu.edu.tw/classnotes/bme/NanoBioMed.pdf · 2011-11-09 · For dielectric spheres, e.g. cells, gradient force will experience both

PIDC 08/05/2003 62NTU Nano-BioMEMS Group

Surface plasmon resonance的物理現象

1.plasma

2.plasmon

3.surface plasmon

4.TIR & evanescent wave

5.fresnel equation

Page 63: 光學奈/微米檢測於生醫之應用home.ee.ntu.edu.tw/classnotes/bme/NanoBioMed.pdf · 2011-11-09 · For dielectric spheres, e.g. cells, gradient force will experience both

PIDC 08/05/2003 63NTU Nano-BioMEMS Group

Plasma定義:具有同樣電子密度和離子密度的游離氣體。

20 )(1

ff

jr p−⋅= µεω0

2

εω

mNe

p = )1( 2

2

0 ωω

εε p−=

Page 64: 光學奈/微米檢測於生醫之應用home.ee.ntu.edu.tw/classnotes/bme/NanoBioMed.pdf · 2011-11-09 · For dielectric spheres, e.g. cells, gradient force will experience both

PIDC 08/05/2003 64NTU Nano-BioMEMS Group

Plasmon

• Plasma oscillations in metals• The collective plasma oscillation• Consider a metal:positive ions

forming a regular lattice & conduction electrons move freely.

• For common metal :eVp 12≈ωh

222 ckp +=ωω

Page 65: 光學奈/微米檢測於生醫之應用home.ee.ntu.edu.tw/classnotes/bme/NanoBioMed.pdf · 2011-11-09 · For dielectric spheres, e.g. cells, gradient force will experience both

PIDC 08/05/2003 65NTU Nano-BioMEMS Group

Surface plasmons• Interface between a metal and dielectric

may support charge density oscillation.• Surface plasmon is p-polarized, because

the non_continuous Ez will produce surface charge.

資料來源:http://mpi.leeds.ac.uk/index.php

Page 66: 光學奈/微米檢測於生醫之應用home.ee.ntu.edu.tw/classnotes/bme/NanoBioMed.pdf · 2011-11-09 · For dielectric spheres, e.g. cells, gradient force will experience both

PIDC 08/05/2003 66NTU Nano-BioMEMS Group

By boundary condition:

221121

21

21

, zznn

yy

xx

EEDD

HHEE

εε ==

==

Q

2121 εε −=∴−= zz EEQ

So we choose metal and dielectric

( )

( )

( )( )( )ωεεωεεω

εε

εε

21

21

22

222

21

211

2

1

2

1

21

2

1

+=

+−=

+−=

−=

==

cK

KKKKKK

KK

KKK

x

xz

xz

z

z

xxx

L

L

Surface plasmon’s dispersion relation

Page 67: 光學奈/微米檢測於生醫之應用home.ee.ntu.edu.tw/classnotes/bme/NanoBioMed.pdf · 2011-11-09 · For dielectric spheres, e.g. cells, gradient force will experience both

PIDC 08/05/2003 67NTU Nano-BioMEMS Group

Total internal reflection & evensent wave

In dense media: standing wave

In rare media: evensent wave

資料來源: Internal reflection spectroscopy, Harrick

Page 68: 光學奈/微米檢測於生醫之應用home.ee.ntu.edu.tw/classnotes/bme/NanoBioMed.pdf · 2011-11-09 · For dielectric spheres, e.g. cells, gradient force will experience both

PIDC 08/05/2003 68NTU Nano-BioMEMS Group

We can’t stimulation the SP by light directly, so we use prism coupling.

θε sin**)/(// pcwk =

資料來源:http://mpi.leeds.ac.uk/index.php

Page 69: 光學奈/微米檢測於生醫之應用home.ee.ntu.edu.tw/classnotes/bme/NanoBioMed.pdf · 2011-11-09 · For dielectric spheres, e.g. cells, gradient force will experience both

PIDC 08/05/2003 69NTU Nano-BioMEMS Group

020406080

100

0 10 20 30 40 50 60 70 80 90

Reflectance (%)

Incident Angle (deg)

Design1: Reflectance

Otto(1968):

Kretschmann(1971):

Page 70: 光學奈/微米檢測於生醫之應用home.ee.ntu.edu.tw/classnotes/bme/NanoBioMed.pdf · 2011-11-09 · For dielectric spheres, e.g. cells, gradient force will experience both

PIDC 08/05/2003 70NTU Nano-BioMEMS Group

Fresnel equationWe can use it to determine the reflective percentage.

FOR one layer:2

0

0

+−

=E

E

YYYYR

FOR multilayer:

資料來源:thin film optical filters ,Macleod

∏=

s

q

k Yi

i

CB 1

cossin

sincos

δδη

δη

δ

BCYE =

111 cos2 dN

⋅= θλπδ

Page 71: 光學奈/微米檢測於生醫之應用home.ee.ntu.edu.tw/classnotes/bme/NanoBioMed.pdf · 2011-11-09 · For dielectric spheres, e.g. cells, gradient force will experience both

PIDC 08/05/2003 71NTU Nano-BioMEMS Group

Introduction -Concept• Solid state electronic properties can be studied by using two

different approximation:– Electrons moving in the periodic array of atoms, or– High density of free electron liquid in a metal (~1023 cm-3), ignoring the

lattice. (plasma concept)

• It thus allow the longitudinal density fluctuation, plasma oscillations, propagate through the volume of metal.

• The quanta energy of these “volume plasmons” is in the order of 10 eV. ( ), which has been studied in detail theoretically and experimentally with electron-loss spectroscopy.

• Maxwell’s theory shows that SP can propagate along a metallic surface with a broad spectrum of eigen frequencies for , which depends on the wave vector k.

• SPs can be produced by electrons or by light in the attenuated total reflection (ATR) device.

02 /4 mnep πω hh =

2/0 pωω L=

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PIDC 08/05/2003 72NTU Nano-BioMEMS Group

Introduction – SPR itself and Variations• With the excitation by light, a strong enhancement of the

electromagnetic field in the surface (resonance amplification) can emit up to 100 times stronger in the resonance than out of resonance. This enhancement is correlated with a strong reduction of the reflected intensity up to a complete transformation of the incoming light into SP.

• It thus provides an important tool for the studies of metal optics on smooth and corrugated surfaces. The measurement of its intensity and its angular distribution allows determination of the surface roughness, r.m.s. height and correlation length. On structured surface, the angular distribution of diffusely scatter light can be changed engineeringly.

• The applications include– Enhanced photoeffect– Localized plasomons effect results in large field enhancement (104-106) in

Nonlinear second harmonic generation (SHG) and Surface enhanced Raman Scattering (SERS)

– Scatter light amplification at Rayleigh waves– Light emission from tunnel junction– High frequency mode with ultra thin film

Page 73: 光學奈/微米檢測於生醫之應用home.ee.ntu.edu.tw/classnotes/bme/NanoBioMed.pdf · 2011-11-09 · For dielectric spheres, e.g. cells, gradient force will experience both

PIDC 08/05/2003 73NTU Nano-BioMEMS Group

Introduction - Reality• It is observed by Woods Lamp on metal grating early in the 20th

century.• “Surface Plasmon” appears in 1960s to explain the existence of such a

phenomena.• Definitions of Surface Plasmon

– A quantized oscillation of an electron on a planar surface of a metallic film and dielectric interface

• It can be excited by various forms of energy, e.g. optical, electrical, chemical.– Surface plasmon is excited by a resonant interaction, momentum

match condition (Ksp=Kx) with an evanescent field. Ksp: wave vector of surface plasmon, Kx : parallel component of photon wavevector

• Extensively used to study the changes in refractive index of thin film(metal, dielectric) and its vicinity surface properties (nm – sub-um) in physics and recently in biochemistry and biomedicine.

Page 74: 光學奈/微米檢測於生醫之應用home.ee.ntu.edu.tw/classnotes/bme/NanoBioMed.pdf · 2011-11-09 · For dielectric spheres, e.g. cells, gradient force will experience both

PIDC 08/05/2003 74NTU Nano-BioMEMS Group

Introduction – Probing the matter• Electromagnetic Interaction in a

Dielectric System• Light propagating in a dielectric

medium induces polarization in dielectric medium.

• The total energy & momentum transport in the medium in the form of a coupled mode of electromagnetic field with matter.

• No labelling of the biomoleculesis necessary for their detection.

• SPR allows the measurement of the kinetics of biomolecularinteractions in real time with a high degree of sensitivity

Page 75: 光學奈/微米檢測於生醫之應用home.ee.ntu.edu.tw/classnotes/bme/NanoBioMed.pdf · 2011-11-09 · For dielectric spheres, e.g. cells, gradient force will experience both

PIDC 08/05/2003 75NTU Nano-BioMEMS Group

Introduction - Behaviors

•Propagation length of the SP

–In z direction intensity decrease to 1/e, L=1/kz, (@600 nm, air:280 nm, Au:31 nm)

–In x direction intensity decrease to 1/e, (@ 515 nm, ~22um)

•Material dielectric constant

–Gold -72+i2–Silver -81+i5–Copper -72+i7–Aluminum -173+i32 400162443219+ Z (nm)

25292324- Z (nm)2435719x (um)

850630850630Wavelength nm

AuAgMetal

Page 76: 光學奈/微米檢測於生醫之應用home.ee.ntu.edu.tw/classnotes/bme/NanoBioMed.pdf · 2011-11-09 · For dielectric spheres, e.g. cells, gradient force will experience both

PIDC 08/05/2003 76NTU Nano-BioMEMS Group

Introduction - Systems• Four basic elements

1. Light source (polarization, beam geometry wavelength, angle, intensity, and phase modulation)

2. A prism (couple photons to plasmons)3. A thin film of metal (Au, Ag, Cu, Al, Pd,

Pt, Ni, Co, Cr, W) or dielectric layer (SiO2) (~ 50 nm)

4. A light detector

• Two basic configurationsKretschmann type (often used)

– Otto type (air or dielectric gap)

• Three features in the responsive curve• The (angular or wavelength) position• The (angular or wavelength) width• The depth of the resonance

入射光角度調變或波長調變

石英介質 n1

金屬介質 (金銀鉑二氧化矽等) n2

生物分子固定層 n3

反射光強度變化

x

TM Polarizer

PMMA n1

金屬介質 (金銀鉑二氧化矽等) n2

生物分子固定層 n3

入射光角度調變或波長調變

反射光強度變化

S

x

p

5-100 nm

450 nm

Polarizer

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PIDC 08/05/2003 77NTU Nano-BioMEMS Group

A source of p-polarized light used to excite the plasmon wave A prism which couples light

photons to plasmons

A light detector

A thin metallic or semiconductor film on the surface of which plasmons can be excited

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PIDC 08/05/2003 78NTU Nano-BioMEMS Group

Modes of excition

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PIDC 08/05/2003 79NTU Nano-BioMEMS Group

Modes of SPR Detection• 角度變化(最常用)• 波長變化

• 強度變化

• 相位變化(最準確)

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PIDC 08/05/2003 80NTU Nano-BioMEMS Group

Introduction – Measurement Modes

• Intensity1

• Momentum2

• Phase3

• Polarization4

• Wavelength5

• Image6

• Prism coupler• Grating coupler• Fiber• Wave guide7

• Dielectric coupler8

1) B. Liedberg et.al., Sen. Act. B, 4: 299-304, 19832) K. Matsubara et.al., Appl. Opt. 27: 1160-1163, 19883) S.G. Nelson et.al, Sen. Act. B, 35: 187-191, 19964) A.A. Kruchinin et.al., Sen. Act. B 30: 77-80, 19965) L.M. Zhang et.al., Electron. Lett. 23: 1469-1470, 19886) C. E. Jordan et.al., Anal. Chem., 69: 1449-1456, 1997.

7) A. Miliou et.al., IEEE J Quantum Electron, 25: 1889-1897, 1989

8) Z. Solomon et.al., Biophy., 73:2791-7, 1997

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PIDC 08/05/2003 81NTU Nano-BioMEMS Group

Introduction - ApplicationsThe n, t, and k values of a dielectrical layer (e.g.

proteins) contain information about the amount (mass) of material in the deposited layer. This provides the means for a measurement of the binding parameters of interacting biological molecules, and together with the thickness of the layer, allows an evaluation of the structural arrangement of the molecules which form the film.

)]2/()1[(/1.0 22 +−== avav nnAtMdtm

3/)2( 222spav nnn +=)]2/()1[(/ 22 +−= avav nnAMdVolume Mass Density

Thickness, t (nm) )4/( πλβ ck =

Surface Mass Density

)2)(2/()()(

)]2/()1(//[))((3.022

22

+++=

+−−−=

bb

bbpppbp

nnnnnf

nnVMAnnntfmHeterogeneous mixtures (Lorentz-Lorenz relation)

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PIDC 08/05/2003 82NTU Nano-BioMEMS Group

04

1

14

=⋅∇

=⋅∇∂∂

−=×∇

∂∂

+=×∇

BD

tB

cE

tD

ccjH

πρ

π

• Maxwell’s Equations • Source Free Medium

tE

ctE

cE

∂∂

+∂∂

=∇ 22

2

22 4πσµεµ

ωπσµεµ 4

2

2

ivc

−=

)/(0

vxtieEE −= ω

• Solution)]/2(exp[0 λπω NxtiEE −=

• Solutionωπσµεµ 42 iN −=

A plane wave, with wavelength , traveling along x-axisλ

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PIDC 08/05/2003 83NTU Nano-BioMEMS Group

• A plane wave from the direction given by direction cosines ),,( γβα

)]2(exp[)2exp(

)]}(2[exp{

0

0

λπω

λπ

γβαλπω

nxtixkEE

zyxNtiEE

−−=

++−=

tcoefficienextinctionkindexrefractiveniknvcN ::−==

• Characteristic admittance of medium

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PIDC 08/05/2003 84NTU Nano-BioMEMS Group

• Boundary condition

tt EEHH == 11

x

z

Surface

Incident plane wavefront

0N

1N Homogeneous media

r

• Normal incident

=+==

=+==−++

−++

0

0

0011

0011

zatHHHH

zatEEEE

+−

+−

= 010

100 E

NNNNE

r: reflectivity

• Reflectance*

10

10

10

10 ))((NNNN

NNNNR

+−

+−

=2

10

10

NNNNR

+−

=

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PIDC 08/05/2003 85NTU Nano-BioMEMS Group

x

z

Surface

Incident plane wavefront

0N

N Homogeneous media

r

• TM (p) and TE (s) incident wave

- in the plane of incidence

(TM or p-polarized wave)

- normal to the plane of incidence

(TE or s-polarized wave)

E

E

• TM (p) incident wave - is titled at E θ

θη

θ

cos

costan

N

EE

M =

= ++

• Snell’s law1100 sinsin θθ NN =

10

10

ηηηη

+−

=r

• reflectivity1

11 cosθ

η N=

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PIDC 08/05/2003 86NTU Nano-BioMEMS Group

x

z

Incident plane wavefront

0N

r

1N

2N

Boundary ‘a’

Boundary ‘b’d

Incident medium

Substrate

Thin film

−+

−+

+=

+=

bbb

bbb

EEE

HHH

11

11

dN1

1 cos2 θλπδ =

11

11

1111

1111δδ

δδ

jba

jba

jba

jba

eHHeHH

eEEeEE−−−++

−−−++

==

==

=

2111

111 1cossin

/)sin(cosηδδη

ηδδi

iCB

×

=

×

b

b

a

a

HEk

ii

HEk

111

111

cossin/)sin(cos

δδηηδδ

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PIDC 08/05/2003 87NTU Nano-BioMEMS Group

x

z

Incident plane wavefront

0N

r

1N

2N

Boundary ‘a’

Boundary ‘b’1d

Incident medium

Thin film 2

Thin film 1

Boundary ‘c’3N Substrate

2d

×

=

×

c

c

a

a

HEk

ii

ii

HEk

222

222

111

111

cossin/)sin(cos

cossin/)sin(cos

δδηηδδ

δδηηδδ

CB

3

YYr

+−

=0

0

ηη

• reflectivity

• Reflectance2

0

0

YYR

+−

=ηη

BCY =

• medium admittance

Y

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PIDC 08/05/2003 88NTU Nano-BioMEMS Group

x

z

Incident plane wavefront

0N

r

1N

2N

Boundary ‘a’

Boundary ‘b’1d

Incident medium

Thin film 2

Thin film 1

Boundary ‘c’

3N Thin film n

2d

nd

Substrate

∏=

+= 11

1cossin

/)sin(cos

nrrr

rrrn

r ii

CB

ηδδηηδδ

rr

r

rr

rrr

NN

N

d

θθθ

η

λθπδ

sinsincos

cos2

00 =

=

=where

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PIDC 08/05/2003 89NTU Nano-BioMEMS Group

Enhanced at the metal/dieletric interface

Rapidly decays with increasing distance from the metal surface

Increasing wavelength being equivalent to increasing angle of incidence

Silver has much narrower and deeper resonance spectra

68.4o

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PIDC 08/05/2003 90NTU Nano-BioMEMS Group

• A single metal layer with no additional deposited dielectric layer

The position of the resonance

The width of the resonance

The depth of the spectrum

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PIDC 08/05/2003 91NTU Nano-BioMEMS Group

• SPR spectra obtained with non-light absorbing dielectric layer (k=0)

SPR resonance vs. n of deposited dielectric layer

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PIDC 08/05/2003 92NTU Nano-BioMEMS Group

SPR resonance vs. t of deposited dielectric layer

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PIDC 08/05/2003 93NTU Nano-BioMEMS Group

• Influence of optical parameters on SPR spectra obtained with

light-absorbing dielectric layer

A non-zero k parameter has opposite effects on the resonance depending upon whether the metal film is thicker or thinner than to

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PIDC 08/05/2003 94NTU Nano-BioMEMS Group

• The effect of changes in each parameter on the SPR spectrum

a silver film of 61nm thickness

Changing t Changing kChanging n

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PIDC 08/05/2003 95NTU Nano-BioMEMS Group

• The effect of changes in each parameter on the SPR spectrum

a silver film of 41nm thickness

Changing t Changing kChanging n

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PIDC 08/05/2003 96NTU Nano-BioMEMS Group

Simulation results

60 65 70 75 80 85 900.3

0.4

0.5

0.6

0.7

0.8

0.9

1BK7 / Au / Linker / Ligand / Analyte / Water

Incident Angle (degree)

Ref

lect

ance

Lamda=1152 nm 1. BK7 (n=1.511) 2. Au (n=0.330, k=7.930, d=39.2nm)3. Linker (n=1.45, d=50nm) 4. Ligand (n=1.42, d=20nm) 5. Analyte (n=1.40, d=20nm) 6. Water (n=1.322)

CouplerMetalLinkerLigandAnalyteSolution

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PIDC 08/05/2003 97NTU Nano-BioMEMS Group

IMAGING SURFACE PLASMON RESONANCE (SPR) FOR BIOCHIPS

4%4%0.3%0.3%

0.03%0.03%0.005%0.005%

0.001%0.001%0%0%

4%4%0.3%0.3%

after4%4%0.3%0.3%

0.03%0.03%0.005%0.005%

0.001%0.001%0%0%

4%4%0.3%0.3%

before

Before the Binding of avidin to immobilized biotin(The biotin concentration varies between 0 and 4%)

After the Binding of avidin to immobilized biotin(The biotin concentration varies between 0 and 4%)

Data from EP3

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PIDC 08/05/2003 98NTU Nano-BioMEMS Group

Ab –Ag (ESAT-6) interaction kinetics by SPR Sensorgram

Time

1200 1400 1600 1800 2000 2200 2400 2600 2800 3000 3200 3400 3600

Res

pons

e

0

10000

20000

30000

40000

50000

60000

TB Ag( ug/mL)

4865 R.U.

EDC+NHSEthanolamine

anti-serum( ug/mL)

8340 R.U.

TB Ag immobilization

TB Ag-Ab interaction

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PIDC 08/05/2003 99NTU Nano-BioMEMS Group

SPR現今的應用和未來的發展

• 1.影像式SPR.

配合螢光顯微術

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PIDC 08/05/2003 100NTU Nano-BioMEMS Group

2.計算表面沾黏物質的厚度.

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3.結合微流道.

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PIDC 08/05/2003 102NTU Nano-BioMEMS Group

Reference• www.biacore.com• Surface plasmon resonance sensors: review, 1999

Homola• http://140.114.18.41/ssp/• thin film optical filters ,Macleod• Internal reflection spectroscopy, Harrick• Quantifying the information content of surface plasmon

resonance reflection spectra,1998 Timothy M. Chinowsky