19 research outputs found
μ½λνλ λ―ΈμΈμ μλ₯Ό μ΄μ©ν μκΈ°λ°μ λμλ€λ°μ νμ₯ μ§λ¨ νλ«νΌ κ°λ°
νμλ
Όλ¬Έ (λ°μ¬)-- μμΈλνκ΅ λνμ : 곡과λν μ κΈ°Β·μ»΄ν¨ν°κ³΅νλΆ, 2019. 2. Kwon, Sunghoon.In this dissertation, a multiplex colorimetric diagnosis platform using encoded microparticles is proposed. Multiple target biomolecules can be detected by an office scanner as a concept of point of care tests within low-resource settings. The encoded microparticles guarantee high multiplexing capacity up to millions. Detection using gold nanoparticles in platform was demonstrated with assay results according to the color change of the encoded microparticles. Realizing scanner-based multiplex assay, this platforms novelty lies in fabrication of the encoded particles with two materials and introduction of a signal enhancement step to the multiplex bead-based assay using deposition of gold for higher sensitivity.
The encoded microparticles, in which the engraved codes indicate the types of target molecules, are prepared to capture target. The design of the particles including the size and the materials were determined, to analyze the assay results with images taken by scanners. Also, the high-throughput fabrication methods have been developed to guarantee that more than 1000 particles can be fabricated in less than 3 minutes. The encoded particles with a single code are coated by silica and chemically conjugated to one type of capture molecules. This pairing guarantees the code to indicate the type of target molecules in multiplexing assay. The encoded microparticles targeting various molecules are pooled and reacted to samples with target molecules. After capturing targets on the multiple types of encoded particles, the particles conjugated with targets react with detection molecules. The detection molecules include gold nanoparticles to change the levels of target molecules into color signals. If the signal is too weak, a signal enhancement step is introduced using gold deposition to the seed gold nanoparticles with targets. After the whole colorimetric assay, the reacted particles are imaged using an office scanner, from which the code and the assay results are analyzed using image processing. The size of the microparticles was considered according to the proper resolution of the scanners. To be applied to various situations, two types of particles have been developed and utilized. 900ΞΌm particles with 2.5 million kinds of character codes and 300ΞΌm particles with 70-256 kinds of binary codes are developed to be scanned with 1200 and 4800 dpi respectively.
As a proof of concept to show a wide range of applications, proteins and genes are detected. Using 4-plex assay, multiple sclerosis autoimmune disease patients are classified from healthy people with p<0.0001 in an unpaired t-test. Using 3-plex assay, bacterial meningitis genes are detected within 1000 molecules.
This scanner-based assay platform can expand the clinical impacts of the multiplex assay. This platform can be applied to various circumstances where high-resource settings have not been set. With operators and scanners, the platform can be applied to multiplex assay in high multiplexing capacity and high throughput.λ³Έ νμ λ
Όλ¬Έμμλ λμλ€λ°μ μΌλ‘ λ¨λ°±μ§μ΄λ μ μ λ¬Όμ§μ μλ³νλ₯Ό ν΅ν΄ μ§λ¨ν μ μλ νλ«νΌμ κ°λ°νμλ€. λ³Έ νλ«νΌμ μ΅μ’
μ μΌλ‘ μ€νΌμ€ μ€μΊλλ‘ λΆμν μ μκΈ°μ κ³ κ°μ μ₯λΉ μμ΄ νμμ λ³΄λ€ κ°κΉμ΄ κ³³μμ νμ©λ μ μλ κΈ°μ μ΄λ€. μ½λνλ λ―ΈμΈμ
μλ₯Ό ν΅ν΄ ν μνμμ λμμ μ¬λ¬ κ°μ§ μ§λ¨μ κ°λ₯νκ² νμμΌλ©°, κΈ λλ
Έμ
μλ₯Ό ν΅ν΄ λΆμ κ²°κ³Όκ° μ λ³νλ‘ λνλ μ€μΊλλ‘ κ²μΆν μ μλλ‘ νμλ€. ν΄λΉ κΈ°μ μ ꡬννκΈ° μνμ¬ λ―ΈμΈμ
μλ₯Ό λ κ°μ§ λ¬Όμ§λ‘ ꡬμ±λλλ‘ μ μνμκ³ λΉ λ₯΄κ² λμ©λμΌλ‘ μ μνλ κΈ°μ μμ κ°λ°νμλ€. λν μλ³νλ‘ μ μ μμ λ¬Όμ§μ κ²μΆν μ μλλ‘ μ νΈ μ¦ν κΈ°μ μ μ
μ κΈ°λ° μ§λ¨ κΈ°μ μ μ μ©νμλ€.
λ³Έ νλ«νΌμ κ°λ°νκΈ° μν΄μ μ°μ νμ μ체물μ§μ μ‘μ μ μλ μ½λνλ λ―ΈμΈμ
μλ₯Ό μ μνμλ€. μ€μΊλλ‘λ λΆμμ μΆ©λΆν μ΄λ―Έμ§λ₯Ό μ»μ μ μλλ‘ ν¬κΈ°μ λ¬Όμ§ λ±μ λμμΈμ΄ κ³ λ €λμλ€. λ³Έ λ―ΈμΈμ
μλ₯Ό 3λΆ μ΄λ΄μ 1 000 κ° μ΄μ μ μν μ μλ λ°©λ² μμ κ°λ°νμλ€. μ μλ μ½λνλ λ―ΈμΈμ
μλ νμ μ체물μ§λ§μ λΆμ‘μ μ μλλ‘ μ€λ¦¬μΉ΄ μ½ν
λ ν ννμ μΌλ‘ ν¬νλΆμκ° μ½λ λ³λ‘ λ€λ₯΄κ² λΆμ°©λλ€. μ¬λ¬ λ¬Όμ§μ νμ νλ μ½λνλ λ―ΈμΈμ
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μμ λΆμ°©λ νμ λ¬Όμ§μλ§ κ³¨λ λλ
Ένν°ν΄μ΄ λΆκ² λλ€. μ νΈκ° μ½ν κ²½μ° κ³¨λ λλ
Ένν°ν΄μ ν¬κΈ°λ₯Ό ν€μ°λ λ°μμ ν΅ν΄ μ νΈλ₯Ό μ¦νμμΌ νμΈνλ€. λ°μμ΄ λͺ¨λ λλ μ΄ν λ―ΈμΈμ
μλ€μ μ€μΊλλ‘ κ΄μΈ‘μ΄ λκ³ , μ΄λ―Έμ§ μ²λ¦¬λ₯Ό ν΅ν΄ μ½λμ νμ λ¬Όμ§μ μμ λ°λΌ λ³νλ μλ³νλ₯Ό λΆμνλ€. μ½λλ νμ λ¬Όμ§μ μ’
λ₯λ₯Ό λνλ΄κ³ , μλ³νλ νμ λ¬Όμ§μ μ‘΄μ¬ μ λμ λΉλ‘νμ¬ λνλλ€. λ―ΈμΈμ
μμ ν¬κΈ°λ μ€μΊλμ ν΄μλμ μ§μ μ μΌλ‘ μ°κ΄μ΄ μμΌλ―λ‘ 1 200 dpi μμ λΆμμ΄ κ°λ₯ν 900ΞΌm λ―ΈμΈμ
μμ 4 800 dpi μμ λΆμμ΄ κ°λ₯ν 300ΞΌm λ―ΈμΈμ
μλ₯Ό κ°λ°νμλ€. κ° μ
μλ λ¬Έμμ½λλ₯Ό νμ©νμ¬ 250λ§ κ° μ΄μμ μ½λλ₯Ό κ°μ§ μ μκ³ , 2μ§λ²μ μ½λλ₯Ό νμ©νμ¬ 70 μμ 256 κ°μ μ½λλ₯Ό κ°μ§ μ μλλ‘ κ°λ°λμλ€.
λ³Έ νλ«νΌμ΄ λ€μν μ§λ¨ μν©μ μ μ©λ μ μμμ 보μ΄κΈ° μνμ¬, νμ μνμμ μκ°λ©΄μμ§ν κ΄λ ¨ ν체λ₯Ό κ²μΆνλ μ€νκ³Ό μ μ μμ λ°ν
리μ λμλ§μΌ κ΄λ ¨ μ μ 체λ₯Ό κ²μΆνλ μ€νμ μ§ννμλ€. 4 μ’
λ₯μ λμλ€λ°μ λΆμμ ν΅ν΄ μκ°λ©΄μ μ§ν νμμ 건κ°ν μ¬λμ λΉμ체 t κ²μ μμ p<0.0001 λ‘ κ΅¬λΆν μ μμμΌλ©°, 3 μ’
λ₯μ λμλ€λ°μ λΆμμ ν΅ν΄ λ°ν
리μ λμλ§μΌ κ΄λ ¨ μ μ 체λ₯Ό 1 000 κ°κΉμ§ κ²μΆν΄λΌ μ μμλ€.
λ³Έ νλ«νΌμ ν΅ν΄ λμλ€λ°μ μ§λ¨ κΈ°μ μ μλ£ ννμ λ³΄λ€ λ리 νμ₯μν¬ μ μμ κ²μΌλ‘ κΈ°λλλ€. λ³Έ νλ«νΌμ κ³ κ°μ μ₯λΉλ€μ΄ ꡬμΆλμ§ μμ νκ²½μμλ μ€μΊλλ§ μλ€λ©΄ ꡬνλ μ μμΌλ©° λ§μ μμ νμ λ¬Όμ§μ λμμ νμΈν μ μκ³ λ³λ ¬μ μΌλ‘ λ§μ μνμ μ§λ¨ν μ μλλ‘ κ°λ°λμκΈ° λλ¬Έμ΄λ€.Table of Contents
ABSTRACT I
MULTIPLEX COLORIMETRIC DIAGNOSIS FOR POINT OF CARE TEST USING ENCODED MICROPARTICLE I
TABLE OF CONTENTS IV
LIST OF TABLES VIII
LIST OF FIGURES IX
CHAPTER 1. INTRODUCTION οΌ
1.1. Multiplex point of care test οΌ
1.1.1. Multiplex assay for diagnosis of patients οΌ
1.1.2. Needs of multiplex point of care test near to patients οΌ
1.2. Main Concept: Multiplex colorimetric assay platform with encoded microparticle οΌ
1.2.1. Multiplex colorimetric assay platform with encoded microparticle οΌ
1.2.2. Advantages of scanner as widely spread detecting device οΌοΌ
1.2.3. Core technology of platform οΌοΌ
1.3. Outline of dissertation οΌοΌ
CHAPTER 2. BACKGROUND οΌοΌ
2.1. Process of multiplex assay οΌοΌ
2.2. Previous multiplex point of care technology οΌοΌ
2.2.1. Technology for multiplex point of care test technology οΌοΌ
2.2.2. Positioning of previous technology for multiplex assay οΌοΌ
2.3. Commercialized multiplex assay devices for point of care test οΌοΌ
2.3.1. Pros and cons of conventional automated machines for multiplex point of care test οΌοΌ
2.4. Previous research in the group οΌοΌ
CHAPTER 3. PLATFORM DEVELOPMENT οΌοΌ
3.1. Preparing process of encoded microparticle conjugated with capture molecule οΌοΌ
3.1.1. Particle design considerations for scanner-based detection οΌοΌ
3.1.2. Fabrication process of dual-functional encoded particle οΌοΌ
3.1.3. Strategy to fabricate dual-functional sequentially with fixing polymers at the same position. οΌοΌ
3.1.4. High-throughput fabrication method οΌοΌ
3.1.5. Process of chemically conjugating capture molecules on surface of encoded particles οΌοΌ
3.2. Process of massively parallel multiplex colorimetric assay οΌοΌ
3.3. Optimization of imaging process with office scanner οΌοΌ
3.3.1. Optimization of imaging plate οΌοΌ
3.3.2. Optimization of resolution of scanning οΌοΌ
3.4. Data analyzing process οΌοΌ
3.4.1. Particle detection and alignment process οΌοΌ
3.4.2. Algorithm for decoding particles and analyzing results of colorimetric assay from scanned images οΌοΌ
CHAPTER 4. PLATFORM VALIDATION WITH APPLICATION: ANTIBODY FROM AUTOIMMUNE DISEASE AND GENE FROM BACTERIAL MENINGITIS οΌοΌ
4.1. Validation for immunoassay with autoimmune disease samples οΌοΌ
4.2. Validation for genotyping with bacterial meningitis target οΌοΌ
CHAPTER 5. CONCLUSION AND DISCUSSION οΌοΌ
5.1. Summary of dissertation οΌοΌ
5.2. Comparison with previous technology οΌοΌ
5.3. Limit of platform οΌοΌ
5.4. Future work οΌοΌ
BIBLIOGRAPHY οΌοΌοΌ
κ΅λ¬Έ μ΄λ‘ οΌοΌοΌDocto
Microspinning: Local Surface Mixing via Rotation of Magnetic Microparticles for Efficient Small-Volume Bioassays
The need for high-throughput screening has led to the miniaturization of the reaction volume of the chamber in bioassays. As the reactor gets smaller, surface tension dominates the gravitational or inertial force, and mixing efficiency decreases in small-scale reactions. Because passive mixing by simple diffusion in tens of microliter-scale volumes takes a long time, active mixing is needed. Here, we report an efficient micromixing method using magnetically rotating microparticles with patterned magnetization induced by magnetic nanoparticle chains. Because the microparticles have magnetization patterning due to fabrication with magnetic nanoparticle chains, the microparticles can rotate along the external rotating magnetic field, causing micromixing. We validated the reaction efficiency by comparing this micromixing method with other mixing methods such as simple diffusion and the use of a rocking shaker at various working volumes. This method has the potential to be widely utilized in suspension assay technology as an efficient mixing strategy
λ°κ΄ λ¬Όμ§μ μ΄μ©ν μλ‘μ΄ λ§μ΄ν¬λ‘μ μ μ½λν κΈ°λ² λ° μμ©
νμλ
Όλ¬Έ (μμ¬)-- μμΈλνκ΅ λνμ : μ κΈ°Β·μ»΄ν¨ν°κ³΅νλΆ, 2013. 2. κΆμ±ν.λ°μ΄μ€ μμ½ μ°κ΅¬ λΆμΌμμ λ€μ€ λΆμ κΈ°μ μ μ μ μ νμ§μ λΆμνκ³ , ν¨κ³Όκ° μλ μ½λ¬Όμ κ²μνκ±°λ λ³μ μ§λ¨ν λ μ μ©νκ² μ¬μ©λμ΄μλ€. μ²λ¦¬λμ΄ λ§κ³ , μ¬μ©μκ° νΈλ¦¬νκ² μ¬μ©ν μ μμΌλ©°, κ°κ²©μ΄ μΌ λ€μ€ λΆμ λ°©λ²λ€ μ€ νλλ‘μ¨, μ½λνλ μ
μ λ°©λ²μ΄ μλ€. μ½λνλ μ
μλ₯Ό μ΄μ©νλ©΄ λ€μν λΆμλ€μ μ½κ² λ€λ£° μ μλ€. λΆμλ€μ΄ μλ μ‘체 μ체λ₯Ό λ―ΈμΈμ
μλ‘ μ΄λ°νκ³ , κ° λΆμλ€μ νμΈνκΈ° μν΄μλ μλ‘μ΄ λ§μ΄ν¬λ‘μ
μκ° νμνλ©°, μ΄μ λμμ ν΄λΉ μ
μλ₯Ό μ½λνν μ μλ κΈ°λ²μ΄ κ°λ°λμ΄μΌ νλ€. λ³Έ λ
Όλ¬Έμμλ 2,2-dimethoxy-2-phenylacetophenone (DMPA) κ΄κ°μμ μ λ°κ΄ νμμ μ΄μ©νμ¬ λ―ΈμΈμ
μμ μ ν©ν μλ‘μ΄ μ½λν λ°©μμ μκ°νκ³ , μ΄ λ°©μμ΄ λ€μ€ λΆμ κΈ°μ μ μμ©λ μ μμμ 보μΈλ€. λ¨Όμ , Perfluoropolyetherλ‘ λ λ§μ΄ν¬λ‘μΊ‘μκ³Ό λμ€ν¬ ννμ λ§μ΄ν¬λ‘μ
μλ₯Ό λ―ΈμΈμ 체νκ³Ό κ΄λ―ΈμΈμ 체 λ§μ€ν¬λ¦¬μ€ 리μκ·ΈλνΌλ₯Ό μ΄μ©νμ¬ μ μνμλ€. λ€μν ν¨ν΄μ μμΈμ μ μ‘°μ¬νμ¬ μ΄ μ
μλ€μ μ½λλ₯Ό μμ±νμλ€. μ΄λ¬ν μ
μ μ½λν λ°©μμ λ€μν ν¨ν΄μ μμ±ν μ μμ΄ λ§μ μμ μ½λλ₯Ό μμ±ν μ μκ³ , μ€λ μκ° λμ μ½λκ° μ μ§λλ μ₯μ μ κ°μ§λ€. μ½λμ μΈκΈ°λ DMPAμ λλμ UV μ‘°μ¬λμ μν΄ μ‘°μ λ μ μλ€. μ΄ μ
μ μ½λν λ°©μμ μ€μ λ€μ€ λΆμ κΈ°μ μ μ μ©νκ² μ°μΌ μ μκ³ , λ€λ¨κ³ μνν λ°μμ μΆμ νλ λ°μλ μ¬μ©λ μ μλ€.Multiplexed assay technologies have been used in biological and medical studies on gene profiling, drug screening, and clinical diagnostics. An encoded suspension array was developed as a high-throughput, convenient, and low-cost method. The encoded microparticles enabled easy handling of various molecules. A new encoding method needs to be developed to carry probe molecules in liquids and to identify them. This thesis presents a new encoding method using the photoluminescent material 2,2-dimethoxy-2-phenylacetophenone (DMPA) and demonstrates its applications. First, perfluoropolyether microcapsules and disk-shaped microparticles were generated using hillock microfluidic channels and an optofluidic maskless lithography setup to test the feasibility of the encoding method. Second, microparticle codes were created via diverse light patterns using the photoluminescence of DMPA. This new method has a high coding capacity and shows long-term durability. Furthermore, the code intensity can be controlled using DMPA concentration and ultraviolet light dose. As applications, the new multiplexed assay platform can be developed and code-changeable microparticles for multi-step assays can be fabricated.Abstract ii
Contents vi
List of Figures viii
Chapter 1 Introduction 1
Chapter 2 Generation and Encoding of Microparticles Containing DMPA 3
2.1 Characteristics of DMPA Photoinitiator 4
2.2 Generation of Smart Microparticles Containing DMPA Photoinitiator 5
2.2.1 Sphere-shaped (core-shell) Microparticles Containing DMPA 5
2.2.2 Disk-shaped Microparticles Containing DMPA 17
2.2.3 Generation of Microparticle Codes 20
Chapter 3 Characterization of the Encoding Method Using DMPA Photoinitiator and its Applications 26
3.1 Characteristics of Microparticle Codes 26
3.1.1 Code Diversity 26
3.1.2 Code Durability 29
3.1.3 Code Intensity Controllability 32
3.1.4 Compatibility with Other Materials 35
3.2 Multiplexed Assay Platform Using Encoded Microcapsules 36
3.3 Code-changeable Microparticles for Multi-step Paricle-based Assays 38
3.3.1 Repeated Code Writing 39
3.3.2 Silica-coating of Code-changeable Microparticles 40
Chapter 4 Conclusion 42
Supplementary Information 45
Possible Mechanisms of Code Photoluminescence 45
Bibliography 48
Abstract in Korean 54Maste
νμλ§μΆ€ν μΉλ£λ₯Ό μν μ²΄μΈ νμμ μ€ν¬λ¦¬λμ© λ°μ΄μ€μΉ©
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Όλ¬Έ (λ°μ¬) -- μμΈλνκ΅ λνμ : 곡과λν μ κΈ°Β·μ 보곡νλΆ, 2020. 8. κΆμ±ν.μ λ°μν(Precision Medicine) νΉμ κ°μΈλ§μΆ€μν(Personalized Medicine)μ κ°κ°μΈμ μ΅μ νλ μΉλ£λ°©λ²μ κ²°μ νλ κ²μ λͺ©νλ‘ νλ μνμ ν¨λ¬λ€μμ΄λ€. νΉν, μμμ’
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μ΄ μ½μ§κ° μμ κΈ°μ μ κ·Όμ±μ΄ μ νλμ΄ μμλ€.
λ³Έ μ°κ΅¬μμλ λ°λ체곡μ μμμ λ
Έκ΄κΈ°μ μ μ΄μ©νμ¬ κ°κ°μ μλ³ν μ μλ μ½λλ₯Ό κ°μ§κ³ μλ μ½λνλ νμ΄λλ‘μ € κΈ°λ°μ κ΄κ²½νμ±ν΄λ¦¬λ¨Έ λ―ΈμΈμ
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μμ ν‘μμμΌ μ½λ¬Ό-λ―ΈμΈμ
μ λΌμ΄λΈλ¬λ¦¬λ₯Ό μ μνλ€. κ·Έν, κ°λΉμΌ μ΄λ μ΄ μ μμ© μ€ν¬ν° νΉμ λμ€νμ μ₯λΉμμ΄ κ°λ¨ν μ기쑰립μ ν΅ν΄ λκ·λͺ¨μ λ€μν μ½λ¬Ό-νμ΄λλ‘μ € μ΄λ μ΄λ₯Ό μ μν μ μλ κΈ°μ μ κ°λ°νμλ€. λν, μλμ μΈν¬λ€ λ§μΌλ‘λ λ―ΈμΈμ°λ¬Ό(microwell) κΈ°λ°μ μΈν¬μΉ©μ λν¬νλ λ°©μμ κ°λ°νμμΌλ©°, μ΄λ₯Όν΅ν΄ μ½λ¬Ό-νμ΄λλ‘μ € μ΄λ μ΄μ λ―ΈμΈμ°λ¬ΌκΈ°λ°μ μΈν¬μΉ©μ κ²°ν©μΌλ‘ μλ°±-μμ²μ λ€μν μ΄μΈμ΄λ₯Ό μ μ μμ μνλ§μΌλ‘λ νλ²μ μνν μ μλ κ³ μλ€μ€μ½λ¬Όμ€ν¬λ¦¬λ κΈ°μ μ μνν μ μκ² λ§λ€μλ€.
λ³Έ μ°κ΅¬μμ μ μν μννλ μ²΄μΈ νμμ μ€ν¬λ¦¬λμ© μ½λ¬Όνλ«νΌμ λ€μκ³Ό κ°μ μμλ₯Ό κ°μ§λ€. μ μ μμ νμμΈν¬ νΉμ μνμ μμ μ μ©ν μ μλ, μ¬μ©νκΈ° μμ¬μ΄ κΈ°μ λ‘μ, κΈ°μ‘΄μ κ°λΉμΌ μ₯λΉ, μμ½μ μ¬μ©λμ νκΈ°μ μΌλ‘ μ€μΌ μ μλ κΈ°μ μ΄λ€. λ³Έ μ°κ΅¬μμ μ μλ κΈ°μ μ ν΅ν΄ κΈ°μ‘΄μ μ₯λΉλ₯Ό μ¬μ©ν λ μμ½μ κ°μ΄ λΉμΈκ±°λ, μ₯λΉμ κ°κ²©μ΄ λΉμΈμ, νΉμ λ€λ£¨κ³ μ νλ μνμ μμ΄ μ νμ μ΄μ΄μ κΈ°μ‘΄μ μ κ·ΌνκΈ° νλ€μλ λ€μν νμ μ°κ΅¬μ μ μ©ν μ μμΌλ©°, λ³μμμμ μμμ°κ΅¬ λ° μ€μ νμλ§μΆ€ν μΉλ£μ μ¬μ© λ μ μλ μ κ·Όμ±μ νκΈ°μ μΌλ‘ λμΌ μ μλ€. νΉν, λΉκ΅μ μ€,μ κ·λͺ¨μ μ°κ΅¬νκ²½μμλ λ€μν ν¬κ·ν νμμ λμΈν¬ νΉμ νμμ λμ€κ°λ
Έμ΄λ λ±κ³Ό μ λͺ©νμ¬ μ¬μ©λλ€λ©΄ λ³Έ νλ«νΌμ κ°λ₯μ±μ λμ± κ·Ήλν ν μ μμ κ²μΌλ‘ κΈ°λνλ€.Precision or Personalized Medicine is a medical paradigm aimed to determine optimal therapy for individual patient. In particular, clinical oncology has been using methods of molecular profiling for each patient through next-generation sequencing (NGS), mRNA-sequencing, and mass spectrometry, and has been trying to implement personalized treatment. However, personalized treatment based on molecular profiling to each patient is not always possible due to the high level of heterogeneity of tumor that is still not fully understood at the current level and acquired resistance of anti-cancer drug due to cumulative targeted therapy. In such cases, in vitro drug testing platform using primary cells obtained from patients, or patient-derived cells, spheroids, and organoids can make it possible to find a more appropriate treatment for each individual patient. However, though high-throughput drug screening technology for this purpose is of the utmost importance in saving lives, there were many limitations to its wide use in many hospitals. The existing high-throughput drug combination screening technology consumes a large number of samples and consumes a considerable amount of expensive reagents. In addition, expensive automated liquid handlers, which were essential for exploring thousands of different pipetting, were not easy to introduce except for large-sized pharmaceutical companies and research institutes, which limited access to technology.
In this study, I construct a heterogeneous drug-loaded microparticle library by fabricating encoded photocurable polymer particle that has individually identifiable codes to track loaded drug. and I load various drug molecules, which I want to test to target cells, into each coded microparticle. Then, I developed to produce heterogeneous drug-laden microparticle arrays through simple self-assembly without the need for a microarray spotter or dispensing machine for generating microarray. I also have developed cell seeding method of seeding small-volume samples into the microwell-based cell chip. By utilizing the drug-laden microparticle hydrogel array and microwell-based cell chip technology, hundreds to thousands of different assays can be done at once with just a small number of samples and low cost.
Through the implemented platform, the anti-cancer drug sequential combination screening was conducted on the triple-negative breast cooler (TNBC) cells, which are generally known to be difficult to treat due to lack of known drug target, and the results of screening were analyzed by establishing a library of drugs in the EGFR inhibitory type and drugs in the genotoxin type. In addition, another study was conducted to find optimal drug combinations using patient-derived cells derived from tumors in patients with non-small cell lung cancer that have obtained acquired resistance. Finally, as the growing need for three-dimensional culture, such as spheroid and organoid for having a similar response to in vivo drug testing, it was also developed that microwell-based cell chip that is capable of 3D culture with low-cost and small-volume of cells.
The miniaturized in vitro anticancer drug screening platform presented in this study has the following significance. An easy-to-use technique that can be applied to a small number of patient cells or samples, which can dramatically reduce the use of conventional expensive equipment, reagents. The proposed technology in this study can be applied to a variety of academic studies previously inaccessible to high-throughput screening due to the high cost of reagents, the high price of equipment, or the limited amount of samples in conventional drug screening. and this platform can also dramatically increase access to clinical research in hospitals for personalized treatments. In particular, it is expected that the possibility of this platform will be further maximized if it is used in a relatively small and medium-sized research environment by the combined use of various rare samples such as patient-derived cells or patient-derived organoids.Chapter 1 Introduction οΌ
1.1 Motivation of this research οΌ
1.2 Competing technologies and Previous works οΌ
1.3 Main Concept: In vitro drug testing using miniaturized encoded drug-laden hydrogel array technology οΌοΌ
Chapter 2 Platform Development of Drug Releasing Hydrogel Microarray οΌοΌ
2.1 Encoded Drug-Laden Hydrogel & Library construction οΌοΌ
2.2 Array generation of heterogenous drug-laden microparticles. οΌοΌ
2.3 Cell Culturing on Cell Chip and bioassay οΌοΌ
Chapter 3 Sequential Drug Combination Screening Assy on TNBC οΌοΌ
3.1 Background : Sequential Drug Combination as promising therapeutic option οΌοΌ
3.2 Experimental design with sequential drug treatment assay οΌοΌ
3.3 Technical Issue & its engineering solution οΌοΌ
3.4 Assay Result οΌοΌ
Chapter 4 Drug Combination Assay on Patient-Derived Cells οΌοΌ
4.1 Background : Simultaneous Combination Treatment using Patient-Derived Cells οΌοΌ
4.2 Improvement of Platform for facilitating translational study οΌοΌ
4.3 Study Design for small-volume drug combinatorial screening with NSCLC patient derived cell οΌοΌ
4.4 Assay Result οΌοΌ
Chapter 5 Development of platform for 3D culture model οΌοΌ
5.1 3D culturable platform οΌοΌ
5.2 Development of 3D culture platform based Matrigel scaffold. οΌοΌ
5.3 Advantage over conventional 3D culture-based drug testing platform. οΌοΌ
Chapter 6 Conclusion οΌοΌ
Bibliography οΌοΌ
Abstract in Korean οΌοΌDocto
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μ κΈ°μ , νμ€ λ μ΄μ κΈ°μ λ° μμΉμΆμ μκ³ λ¦¬μ¦ κΈ°μ μ κΈ°λ°μΌλ‘ μ°¨μΈλ μΌκΈ°μμ΄ λΆμ μ₯λΉλ₯Ό ν΅ν΄ λ³λ ¬μ μΌλ‘ λΆμλ μλ°±λ§ κ°μ λ¨λΆμ ν΄λ‘ μ κ³ μμΌλ‘ λΆλ¦¬νμ¬ μ§μ μ¬μ©νκ² ν¨μΌλ‘μ¨ λ§μ΄ν¬λ‘μ΄λ μ΄ μΉ© DNAμ ν¨μ©μ±μ κ·Ήλν νλ κΈ°μ μ μκ°νλ€
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μλ νΌμ±ν μ΄ν νμ€ λ μ΄μ μ κ΄μμ μ΄μ©νμ¬ λ¬Όλ¦¬μ μΌλ‘ λΆλ¦¬νμ¬ μ¬μ©νλλ‘ νλ€. κ·Έλ¬λ λ―ΈμΈμ
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μλ₯Ό μ€λΉν΄μΌ νλ€λ λ¨μ μ΄ μλ€. μ΄λ¬ν λ¨μ μ 극볡νκΈ° μνμ¬ DNA λ§μ΄ν¬λ‘ μ΄λ μ΄μ νμΉ¨ μμμ νμ€λ μ΄μ μκ° κΈ°μ μ μμ©νμ¬ μ§μ λΆλ¦¬νλ κΈ°μ μ μ μνλ€. DNA λ§μ΄ν¬λ‘ μ΄λ μ΄λ ν λ²μ μμλ§ μ’
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ννΈ νμΉ¨ μμ΄λ‘ νΌμ±ν νμ¬ λΆλ¦¬λ λͺ©μ μΌκΈ°μμ΄λ€μ ν©μ±ν λ λ°μν μ€λ₯λ₯Ό κ°μ§λ μμ΄μ κ·Έλλ‘ μ§λκ³ μλ€. μ νν λͺ©μ μΌκΈ°μμ΄λ§μ λΆλ¦¬νκΈ° μνμ¬ μ ν΅μ μΌλ‘ ν΄λ‘λ κΈ°λ²μ΄ μ¬μ©λλλ° μ΄λ κ·Όλ³Έμ μΌλ‘ 무μμ μΆμΆ λ° λ€λ°λ₯΄λ κ°λ³ μΌκΈ°μμ΄ λΆμμ κΈ°λ°μΌλ‘ νκ³ μμ΄ ν¨μ¨μ μ΄μ§ λͺ»νλ€. λ³Έ λ
Όλ¬Έμμ μ μνλ Sniper cloning κΈ°λ²μ νμ€λ μ΄μ κ΄μ λΆλ¦¬ κΈ°μ κ³Ό μ κ΅ν μμΉμΆμ μκ³ λ¦¬μ¦μ λ°νμΌλ‘ μ°¨μΈλ μΌκΈ°μμ΄ λΆμμ₯μΉλ₯Ό μ΄μ©νμ¬ μ¬μ κ²μ΄λ λ§λν μμ ν΄λ‘ λ―ΈμΈμ
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Έλλ ₯κ³Ό λΉμ©μ μ κ±°νμμΌλ©° λ§€μ° λμ μλμ μ ꡬ μΌκΈ°μμ΄μ λλμΌλ‘ μμ°νλ€.
λ³Έ λ
Όλ¬Έμμλ μΌκΈ°μμ΄ μ°κΈ° κΈ°μ μ΄ κ°μ§λ μ μ¬μ λ°μ κ°λ₯μ±κ³Ό μ΄λ₯Ό λ·λ°μΉ¨ νκΈ° μν΄ κ°λ°λ λ€μν κΈ°λ°κΈ°μ μ λνμ¬ μκ°νκ³ μ νλ€.The key challenge of synthetic biology currently lies in the absence of cost effective high standard oligonucleotide precursor for constructing target long sequence. Microarray DNA is an ultra-rich source of oligonucleotides that generates millions of short oligonucleotide sequence in a single run. In spite of ensuring overwhelming advantages over conventional chemical oligonucleotide synthesis, the efficiency of the progress is dogged by high complexity and low quality of microarray DNA. In this thesis, I present various techniques including encoded-microparticle, DNA microarray and pulse laser sniper cloning, for the improvement of preparative tool for writing DNA.
In the first part of this thesis, an important state-of-the-art element technologies for writing DNA are reviewed. Microarray DNA technology offers millions of short DNA in a cost effective single run that overcomes the problems related with conventional one-by-one column synthetic approach. Meanwhile, the downstream separation and the identification steps which normally consist a vector cloning and Sanger sequencing can also be replaced by high-throughput Next Generation Sequencing (NGS) platform. This chapter concludes in discussing the developmental possibility of a next generation writing technology by closely combining the elemental technologies into a preparative tool.
The second part provides an overview to the fabrication method of various microparticles for complex pool separation. The microparticles which possess distinctive IDs and probe oligonucleotides on their surfaces plays a floating microfilter that selectively separates the target single strand DNA from complex pool according to the probe sequence. The fabrication of color barcoded microparticle and magnetochromatic sphere based on optofluidic technique is described followed by simple demonstration of DNA separation.
Third part describes the pulse laser driven microstructure techniques. The focused nanosecond pulse laser exerts radiation pressure onto the microparticles containing hybridization selected DNA from mixed pool. Furthermore, the target microparticles can be physically separated without actual physical contact. More condensed energy of focused pulse laser ablates target substrate and therefore, generates a small explosion. The separated contents of an array of probe spots such as DNA microarray is also able to be individualized for utilization by directly ablation of target containing substrate.
Chapter 4 presents the development of clone sniper method using parallel identification followed by high-throughput separation approach to construct ultra-high quality oligonucleotide library with low cost and high-throughput. This approach reduces the labor intensive conventional clonal separation and expensive Sanger derived identification. The custom made pulse laser retrieval system enables non-contact contamination high-throughput separation of perfect parts from sequencing plate with precise position data constructed by local mapping algorithm. The serial process consists of parallel synthesis parallel identification and high-throughput separation which not only increases the quality of contents, but also dramatically reduces the necessary resources, such ascost, labor and time.
Chapter 5 provides a very compact summary of this research work, highlights the contributions made. Possibilities for future work to increase the significance of the approaches discussed.Contents
Abstract ii
Contents v
List of Figures vii
List of Tables xxxi
Chapter 1 Introduction 1
1.1 Synthetic DNA 2
1.2 Separation of complex DNA pool 3
1.3 Identification of DNA 5
1.4 Deterministic clone targeting 7
Chapter 2 Encoded micropartle for pool separation 9
2.1 Color barcoded magnetic microparticle 12
2.1.1 Fabrication of color barcoded magnetic microparticle 14
2.1.2 Magnetic handling for multistep reaction 20
2.1.3 DNA separation 32
2.1.4 Summary 33
2.1.5 Materials and methods 35
2.2 Magnetochromatic microspheres 37
2.2.1 Fabrication of magnetochromatic microspheres 37
2.2.2 Optical response of magnetochromic microspheres 39
2.2.3 Summary 48
Chapter 3 Complex pool separation technique based on pulse laser 49
3.1 Radiation pressure driven microparticle separation 50
3.2 Ablation driven separation of microarray probe 57
3.3 Summary 60
Chapter 4 Identification followed by separation of single molecule 61
4.1 UPRandom separation and identification 62
4.2 URadiation pressure driven high-throughput separation system 67
4.3 Clone tracking algorithm 72
4.4 Results 79
4.5 Summary 88
Chapter 5 Conclusion and future work 89
Bibliography 92
Abstract in Korean 100Docto
κ³ μ λ€μ€λ³μ μΈν¬κΈ°λ° λΆμμ μν μ½λνλ λ―ΈμΈμ μλ₯Ό μ΄μ©ν μ§μνλ λ°μ΄λ¬μ€ κΈ°λ°μ μ μ μ μ λ¬
νμλ
Όλ¬Έ (λ°μ¬)-- μμΈλνκ΅ λνμ : μ κΈ°Β·μ»΄ν¨ν°κ³΅νλΆ, 2015. 8. κΆμ±ν.In this dissertation, I develop an adenoviral vector-immobilised patch-type encoded microparticle for high-throughput, high-content cellular assays and name this encoded viral micropatch. This technology spatially confines the adenoviral gene delivery to only the cells under the micropatch by simply pipetting a heterogeneous mixture of the two-dimensional (2D) shape-coded viral micropatches on monolayer-cultured cells. Distinct clusters of transduced cells are then created in correspondence with the randomly positioned micropatches and the delivered gene into the cells within each cluster can be identified using the shape of the micropatch. For this purpose, shape-coded polymer microparticles are fabricated by photolithography, and highly localized gene delivery is achieved by specifically immobilizing adenoviral vectors on the microparticles. This unique feature allows high-throughput compound screening by virtue of multiplexing in a well of a standard microplate and creates no restriction for fluorescence-based assay formats with high-content imagers. To highlight the capabilities of this technology, I demonstrate a multiplex G-protein coupled receptor (GPCR) internalization assay that requires compound treatments followed by fluorescence-based target tracking at the sub-cellular level.
First, I develop the maskless lithography system supporting an automated step-and-repeat operation for the fabrication of microparticles with various 2D graphical codes. Using this system, I explore new applications of the encoded microparticles and lithography technique such as anti-counterfeiting of drugs, parallel loading of small volume liquid for multiplexed bioassays, and conformal phosphor coating for white light-emitting diodes (LEDs).
For the development of the encoded viral micropatch, various shape-coded microparticles are fabricated with carboxyl groups on the surfaces for specific immobilization of adenoviral vectors. The chemical functionalization is achieved by the incorporation of acrylic acid to photocurable polymer solution. Then, two adenoviral vector immobilization methods are developed with this shape-coded microparticle. The first method is to directly link the carboxyl groups on the microparticle and the primary amine groups on the surface proteins of adenoviral vectors using 1-ethyl-3-(3-dimethylaminopropyl)carbodiimide (EDC) plus N-hydroxysulfosuccinimide (Sulfo-NHS) crosslinking reaction. The immobilization of adenoviral vectors in this approach is confirmed by an immunofluorescence test and a scanning electron microscope (SEM) observation. The second method utilizes an avidin-biotin interaction. In this approach, both the microparticles and adenoviral vectors are biotinylated using amine-activated and amine-reactive biotin reagents, respectively. Then, they are linked by the mediation of avidin. The immobilized adenoviral vectors are well observed using a SEM.
The localized viral gene delivery of two types of the encoded viral micropatches is evaluated by transducing a human osteosarcoma cell line (U-2 OS) cultured in a standard 96-well microtiter plate. The first type of the encoded viral micropatch fabricated via EDC/Sulfo-NHS reaction shows low rate of the localization of gene delivery due to an escape of non-specifically bound adenoviral vectors. However, the second type of the encoded viral micropatch fabricated utilizing avidin-biotin interaction offers highly localized gene delivery. This is owing to the viral receptor-independent transduction of the biotinylated adenoviral vector, which is further supported by the transduction experiment of an adenovirus receptor-deficient cell line.
Finally, I demonstrate a multiplexed GPCR internalization assay based on the localized gene delivery with the encoded viral micropatches. The development of high-throughput cell-based GPCR functional assays is very important for screening large compound libraries in the drug discovery process and ligand-induced receptor internalization assays have broad applicability to various GPCR subfamilies among several GPCR assay formats. However, high-content imaging is required for fluorescence-based intracellular measurement of receptor internalization. To address this issue, I fabricate three types of encoded viral micropatches with adenoviral vectors bearing green fluorescence protein (GFP)-tagged GPCR genes. Then, the responses of multiple GPCRs against one ligand treatment is acquired in one reaction site by achieving simultaneous expression of multiple GPCRs with the fabricated viral micropatches in a cell monolayer cultured in a well of a 96-well plate. High-content analysis of this micropatch-based multiplexed assay shows comparable results in the receptor internalization with the conventional singlet assay using free adenoviral vectors while reducing the number of pipetting actions.Abstract i
Contents v
List of Figures viii
List of Tables xvii
Chapter 1 Introduction 1
1.1 Cell-based Assays in Drug Discovery 4
1.2 Image-based High-content Screening 7
1.3 Cell Microarray for High-throughput Screening 10
1.4 Main Concept: Encoded Viral Micropatch 12
Chapter 2 Development of Encoded Viral Micropatch 15
2.1 Introduction 16
2.2 Fabrication of Encoded Microparticles 19
2.2.1 Maskless Lithography System 19
2.2.2 Shape-coded Microparticles for Encoded Viral Micropatch 32
2.3 Immobilization of Viral Vectors 37
2.3.1 Recombinant Adenoviral Vector 37
2.3.2 Direct Targeting of Viral Capsid via Carbodiimide Crosslinker (Type 1 Encoded Viral Micropatch) 39
2.3.3 Indirect Targeting of Biotin-tethered Viral Capsid via Avidin (Type 2 Encoded Viral Micropatch) 44
2.4 Conclusion 52
Chapter 3 Localized Viral Gene Delivery 53
3.1 Introduction 54
3.2 Localized Gene Delivery with Type 1 Encoded Viral Micropatch 57
3.3 Localized Gene Delivery with Type 2 Encoded Viral Micropatch 60
3.3.1 Evaluation of the Localized Gene Delivery 60
3.3.2 Consideration of the Localized Gene Delivery 65
3.3.3 Transduction of an Adenoviral Receptor-deficient Cell Line 67
3.3.4 Transduction Efficiency of the Encoded Viral Micropatch 69
3.4 Conclusion 74
Chapter 4 Multiplex GPCR Internalization Assay 75
4.1 G Protein-coupled Receptor (GPCR) 77
4.2 Materials for the Assay 79
4.2.1 GPCR Adenoviral Vectors 79
4.2.2 Ligands 79
4.2.3 Cell Culture 79
4.3 Conventional GPCR Internalization Assay 80
4.3.1 Assay Procedure 80
4.3.2 Assay Result 83
4.4 Multiplex GPCR Internalization Assay 85
4.4.1 Preparation of Encoded Viral Micropatches 85
4.4.2 Assay Procedure 85
4.4.3 Assay Result 87
4.5 Conclusion 91
Conclusion 92
Bibliography 94
κ΅λ¬Έ μ΄λ‘ 103Docto
One-Step Generation of a Drug-Releasing Hydrogel Microarray-On-A-Chip for Large-Scale Sequential Drug Combination Screening
Large-scale screening of sequential drug combinations, wherein the dynamic rewiring of intracellular pathways leads to promising therapeutic effects and improvements in quality of life, is essential for personalized medicine to ensure realistic cost and time requirements and less sample consumption. However, the large-scale screening requires expensive and complicated liquid handling systems for automation and therefore lowers the accessibility to clinicians or biologists, limiting the full potential of sequential drug combinations in clinical applications and academic investigations. Here, a miniaturized platform for high-throughput combinatorial drug screening that is "pipetting-free" and scalable for the screening of sequential drug combinations is presented. The platform uses parallel and bottom-up formation of a heterogeneous drug-releasing hydrogel microarray by self-assembly of drug-laden hydrogel microparticles. This approach eliminates the need for liquid handling systems and time-consuming operation in high-throughput large-scale screening. In addition, the serial replacement of the drug-releasing microarray-on-a-chip facilitates different drug exchange in each and every microwell in a simple and highly parallel manner, supporting scalable implementation of multistep combinatorial screening. The proposed strategy can be applied to various forms of combinatorial drug screening with limited amounts of samples and resources, which will broaden the use of the large-scale screening for precision medicine
Synergism between particle-based multiplexing and microfluidics technologies may bring diagnostics closer to the patient
In the field of medical diagnostics there is a growing need for inexpensive, accurate, and quick high-throughput assays. On the one hand, recent progress in microfluidics technologies is expected to strongly support the development of miniaturized analytical devices, which will speed up (bio)analytical assays. On the other hand, a higher throughput can be obtained by the simultaneous screening of one sample for multiple targets (multiplexing) by means of encoded particle-based assays. Multiplexing at the macro level is now common in research labs and is expected to become part of clinical diagnostics. This review aims to debate on the βadded valueβ we can expect from (bio)analysis with particles in microfluidic devices. Technologies to (a) decode, (b) analyze, and (c) manipulate the particles are described. Special emphasis is placed on the challenges of integrating currently existing detection platforms for encoded microparticles into microdevices and on promising microtechnologies that could be used to down-scale the detection units in order to obtain compact miniaturized particle-based multiplexing platforms