Skip navigation

DSpace

機構典藏 DSpace 系統致力於保存各式數位資料(如:文字、圖片、PDF)並使其易於取用。

點此認識 DSpace
DSpace logo
English
中文
  • 瀏覽論文
    • 校院系所
    • 出版年
    • 作者
    • 標題
    • 關鍵字
    • 指導教授
  • 搜尋 TDR
  • 授權 Q&A
    • 我的頁面
    • 接受 E-mail 通知
    • 編輯個人資料
  1. NTU Theses and Dissertations Repository
  2. 工學院
  3. 應用力學研究所
請用此 Handle URI 來引用此文件: http://tdr.lib.ntu.edu.tw/jspui/handle/123456789/72055
完整後設資料紀錄
DC 欄位值語言
dc.contributor.advisor胡文聰(Man-Chung Wo)
dc.contributor.authorNien-Wen Huen
dc.contributor.author胡念文zh_TW
dc.date.accessioned2021-06-17T06:21:05Z-
dc.date.available2023-08-20
dc.date.copyright2018-08-20
dc.date.issued2018
dc.date.submitted2018-08-19
dc.identifier.citation1. Sparano, J.A., et al., Prospective validation of a 21-gene expression assay in breast cancer. New England Journal of Medicine, 2015. 373(21): p. 2005-2014.
2. MEMBERS, W.G., et al., Heart disease and stroke statistics—2017 update: a report from the American Heart Association. Circulation, 2017. 135(10): p. e146.
3. Crowley, E., et al., Liquid biopsy: monitoring cancer-genetics in the blood. Nature reviews Clinical oncology, 2013. 10(8): p. 472.
4. Arancio, W., et al., Tissue Versus Liquid Biopsy: Opposite or Complementary?, in Liquid Biopsy in Cancer Patients. 2017, Springer. p. 41-49.
5. Brock, G., et al., Liquid biopsy for cancer screening, patient stratification and monitoring. Translational Cancer Research, 2015. 4(3): p. 280-290.
6. Shigeyasu, K., et al., Emerging Role of MicroRNAs as Liquid Biopsy Biomarkers in Gastrointestinal Cancers. Clinical Cancer Research, 2017. 23(10): p. 2391-2399.
7. Cristofanilli, M., et al., Circulating tumor cells, disease progression, and survival in metastatic breast cancer. New England Journal of Medicine, 2004. 351(8): p. 781-791.
8. Hood, J.L., S. San Roman, and S.A. Wickline, Exosomes released by melanoma cells prepare sentinel lymph nodes for tumor metastasis. Cancer research, 2011.
9. Lin, C.-H., et al., Blood levels of D-amino acid oxidase vs. D-amino acids in reflecting cognitive aging. Scientific reports, 2017. 7(1): p. 14849.
10. Feng, Y.-H. and C.-J. Tsao, Emerging role of microRNA-21 in cancer. Biomedical reports, 2016. 5(4): p. 395-402.
11. Liu, Y., A. Beyer, and R. Aebersold, On the dependency of cellular protein levels on mRNA abundance. Cell, 2016. 165(3): p. 535-550.
12. Vogel, C. and E.M. Marcotte, Insights into the regulation of protein abundance from proteomic and transcriptomic analyses. Nature Reviews Genetics, 2012. 13(4): p. 227.
13. Buszczak, M., R.A. Signer, and S.J. Morrison, Cellular differences in protein synthesis regulate tissue homeostasis. Cell, 2014. 159(2): p. 242-251.
14. Kowal, J., M. Tkach, and C. Théry, Biogenesis and secretion of exosomes. Current opinion in cell biology, 2014. 29: p. 116-125.
15. Guo, Y., et al., How is mRNA expression predictive for protein expression? A correlation study on human circulating monocytes. Acta Biochim Biophys Sin (Shanghai), 2008. 40(5): p. 426-36.
16. Brar, G.A. and J.S. Weissman, Ribosome profiling reveals the what, when, where and how of protein synthesis. Nature reviews Molecular cell biology, 2015. 16(11): p. 651.
17. Hübner, M., et al., Identification and Validation of Potential Differential miRNA Regulation via Alternative Polyadenylation, in MicroRNA Protocols. 2018, Springer. p. 87-92.
18. Lu, J., et al., MicroRNA expression profiles classify human cancers. nature, 2005. 435(7043): p. 834.
19. Barber, R.D., et al., GAPDH as a housekeeping gene: analysis of GAPDH mRNA expression in a panel of 72 human tissues. Physiological Genomics, 2005. 21(3): p. 389-395.
20. Lazaro-Ibanez, E., et al., Distinct prostate cancer-related mRNA cargo in extracellular vesicle subsets from prostate cell lines. BMC Cancer, 2017. 17(1): p. 92.
21. Huang, C.-S., et al., Increased expression of miR-21 predicts poor prognosis in patients with hepatocellular carcinoma. International journal of clinical and experimental pathology, 2015. 8(6): p. 7234.
22. Yan, L.X., et al., MicroRNA miR-21 overexpression in human breast cancer is associated with advanced clinical stage, lymph node metastasis and patient poor prognosis. Rna, 2008. 14(11): p. 2348-60.
23. Balzeau, J., et al., The LIN28/let-7 Pathway in Cancer. Frontiers in Genetics, 2017. 8(31).
24. Thammaiah, C.K. and S. Jayaram, Role of let-7 family microRNA in breast cancer. Non-coding RNA Research, 2016. 1(1): p. 77-82.
25. Pan, Y., et al., Slug-upregulated miR-221 promotes breast cancer progression through suppressing E-cadherin expression. Scientific reports, 2016. 6: p. 25798.
26. Liu, Y., et al., miR-19a promotes colorectal cancer proliferation and migration by targeting TIA1. Molecular cancer, 2017. 16(1): p. 53.
27. Ren, D., et al., Oncogenic miR-210-3p promotes prostate cancer cell EMT and bone metastasis via NF-kappaB signaling pathway. Mol Cancer, 2017. 16(1): p. 117.
28. Bayraktar, R. and K. Van Roosbroeck, miR-155 in cancer drug resistance and as target for miRNA-based therapeutics. Cancer and Metastasis Reviews, 2018. 37(1): p. 33-44.
29. Tsujiura, M., et al., Circulating miR-18a in plasma contributes to cancer detection and monitoring in patients with gastric cancer. Gastric Cancer, 2015. 18(2): p. 271-279.
30. Brown, R.A., et al., Total RNA extraction from tissues for microRNA and target gene expression analysis: not all kits are created equal. BMC biotechnology, 2018. 18(1): p. 16.
31. Eldh, M., et al., Importance of RNA isolation methods for analysis of exosomal RNA: evaluation of different methods. Molecular immunology, 2012. 50(4): p. 278-286.
32. Bergallo, M., et al., Comparison of two available RNA extraction protocols for microRNA amplification in serum samples. Journal of clinical laboratory analysis, 2016. 30(4): p. 277-283.
33. Chomczynski, P. and N. Sacchi, Single-step method of RNA isolation by acid guanidinium thiocyanate-phenol-chloroform extraction. Analytical biochemistry, 1987. 162(1): p. 156-159.
34. Gupta, R.A., et al., Long non-coding RNA HOTAIR reprograms chromatin state to promote cancer metastasis. Nature, 2010. 464(7291): p. 1071.
35. Miranda, K.C., et al., Nucleic acids within urinary exosomes/microvesicles are potential biomarkers for renal disease. Kidney international, 2010. 78(2): p. 191-199.
36. Oñate-Sánchez, L. and J. Vicente-Carbajosa, DNA-free RNA isolation protocols for Arabidopsis thaliana, including seeds and siliques. BMC research notes, 2008. 1(1): p. 93.
37. Nwokeoji, A.O., et al., RNASwift: A rapid, versatile RNA extraction method free from phenol and chloroform. Analytical biochemistry, 2016. 512: p. 36-46.
38. Bohmann, K., et al., RNA extraction from archival formalin-fixed paraffin-embedded tissue: a comparison of manual, semiautomated, and fully automated purification methods. Clinical chemistry, 2009. 55(9): p. 1719-1727.
39. Hagan, K.A., et al., Microchip-based solid-phase purification of RNA from biological samples. Analytical chemistry, 2008. 80(22): p. 8453-8460.
40. Lee, H., et al., High-speed RNA microextraction technology using magnetic oligo-dT beads and lateral magnetophoresis. Lab on a Chip, 2010. 10(20): p. 2764-2770.
41. Kinahan, D.J., et al., Event-triggered logical flow control for comprehensive process integration of multi-step assays on centrifugal microfluidic platforms. Lab on a Chip, 2014. 14(13): p. 2249-2258.
42. Aeinehvand, M.M., et al., Reversible thermo-pneumatic valves on centrifugal microfluidic platforms. Lab on a Chip, 2015. 15(16): p. 3358-3369.
43. Beuselinck, K., M. Van Ranst, and J. Van Eldere, Automated extraction of viral-pathogen RNA and DNA for high-throughput quantitative real-time PCR. Journal of clinical microbiology, 2005. 43(11): p. 5541-5546.
44. Strohmeier, O., et al., Automated nucleic acid extraction from whole blood, B. subtilis, E. coli, and Rift Valley fever virus on a centrifugal microfluidic LabDisk. RSC Advances, 2015. 5(41): p. 32144-32150.
45. Grumann, M., et al., Batch-mode mixing on centrifugal microfluidic platforms. Lab on a Chip, 2005. 5(5): p. 560-565.
46. Livshits, M.A., et al., Isolation of exosomes by differential centrifugation: Theoretical analysis of a commonly used protocol. Scientific reports, 2015. 5: p. 17319.
47. Théry, C., et al., Isolation and characterization of exosomes from cell culture supernatants and biological fluids. Current protocols in cell biology, 2006. 30(1): p. 3.22. 1-3.22. 29.
48. Kalinich, M., et al., An RNA-based signature enables high specificity detection of circulating tumor cells in hepatocellular carcinoma. Proceedings of the National Academy of Sciences, 2017. 114(5): p. 1123-1128.
dc.identifier.urihttp://tdr.lib.ntu.edu.tw/jspui/handle/123456789/72055-
dc.description.abstract近年來,液體活檢已被應用於許多臨床研究和病程監測之中。比起需要手術的組織活檢,液體活檢的優點在於非侵入式,低風險,便利省時且操作門檻低 。從液體活檢中,藉由鎖定分析特定的生物標記,像是去氧核醣核酸,核糖核酸,蛋白質,循環細胞或是外泌體,來得到與疾病相關的資訊。已知核糖核酸是影響體內蛋白變異的起源,若能夠檢測核糖核酸的表現變化,便有機會在其他生物標記尚未產生變異之前,在第一時間獲取病變的訊息。因此,富集核糖核酸的技術是極為關鍵的。目前市面上的富集方法,大部分是手動操作為主,雖然效果卓越,卻必須佔用操作者的雙手一段時間,生產的結果也因每次操作而有差異。能夠自動執行的富集方法極少且儀器本身體積龐大。
本研究致力於開發一套自動化核糖核酸富集系統與方法 。考慮到富集方法所需的離心力和試劑混合等自動化的建置,微流碟盤平台是最適合的。參考市面上不同的核糖核酸試劑組之後,採用開啟基因的細胞/外泌體小片段核糖核酸富集試劑組作為開發基礎,修改流程,在微流碟盤平台上完成同樣的效果,並測試試劑混合的效果和液體性質 。
碟盤的原型完成後,核酸富集能力的穩定性和品質都需要測試跟驗證。MCF7細胞株被選為測試檢體,除了Nanodrop和Qubit兩種方法檢測之外,也經過膠電泳的分析。膠電泳的結果顯示,由三片碟盤所富集的核酸都有著和由原試劑組所富集的核酸同樣的高品質,表示富集能力很穩定。同時,由兩種方法檢測出來核酸濃度,其變異係數只有0.18,表示濃度變動不大,很穩定,加上碟盤富集的核酸之濃度和試劑組所富集的結果相比,能達到試劑組75.5%的濃度,標準差為13%,表示不只產出穩定,品質高,也不會有太多的核酸損失。產出品質的測試方法還有一個,是分析核酸中不同的生物標記的量比例,藉此了解碟盤富集的核酸是否和試劑組富集的核酸擁有同樣的基因比例,以是否只有特定的基因被富集來判斷核酸品質的高低。使用即時聚合酶鏈式反應來檢測富集後的核酸中特定的生物標記有:RPP30,ER,HER2和Ki67。結果顯示,從三片碟盤的綜合分析來看,碟盤富集的核酸的基因組成和試劑組富集的相似度很高,核酸品質優良。
此外,為了測試微流碟盤平台對於不同樣本來源的富集能力,使用BT474細胞株,MCF7細胞株和白血球進行實驗。從膠電泳的結果可知,富集的核酸品質和由試劑組富集出來的一樣好。從即時聚合酶鏈式反應的結果可知,雖然碟盤富集的MCF7細胞株的核酸基因組成和試劑組富集的有差異,但另外兩組的結果都顯示高度相似,整體來說,核酸品質仍然是良好的。最後,外泌體作為液體活檢的高價值目標物,進入富集核酸的驗證 。不同於細胞的測試,使用let-7,miR-21和GAPDH作為生物標記去檢測,以相對基因表現量來做比較,結果顯示,本系統在富集外泌體的核糖核酸上有高靈敏性,在一定範圍的樣本體積量之內,都能夠富集出相對應的核糖核酸量。
總結來說,本研究開發出一套效能穩定的微流碟盤平台,能從細胞或外泌體樣本富集高品質的核糖核酸 。本系統的自動化將可能作為微流碟盤技術在核酸富集的應用之一。
zh_TW
dc.description.abstractLiquid biopsy has been applied to clinical research and disease management in recent years. It provides a non-invasive, low risk and time saving approach to access bio-samples such as RNA, DNA, proteins, exosomes, and cells from body fluids. Given that nucleic acid is the origin of abnormal mutants, detecting RNA might be able to collect information before other biomarkers show disease signal which might be suitable for early disease detection.
Enrichment of RNA is an important process to characterize the nucleic acid. Although there are many RNA isolation kits on the market, most of them are manually operated, which is time-consuming and operator dependent. Only a few methods are automated, and they are operated by high-throughput, large-volume devices.
This thesis aims to developing an automated RNA enrichment method and a microfluidic assay. Considering the automation of a centrifuge and input of reagents, a disk-based RNA isolation was designed. The protocol modified from CatchGeneTM Cell/Exosome miRNA Kit was applied to an acrylic disk with chambers and microfluidic channels motivated by the ease of fluid manipulation via centrifugation. First, the mixing ability of the disk was tested and compared with that from standard kit protocol.
Then, the stability and the quality of the RNA enriched by the disk protocol were validated using MCF7 cells as samples. Results of electrophoresis showed that the RNA samples enriched by three identical disks had the same quality as tube protocol, which suggest the performance of the system was stable. Results detected by NanodropTM and QubitTM showed that the performance of the disk was stable since the coefficient of variation of the RNA concentration was only 0.18 and the quantity of total RNA was as high as 75.5% of that enriched by standard kit protocol with only 13% standard deviation. The quality of the RNA sample was evaluated by the similarity between positive control and disk outcome, which is the similarity of the genetic expression proportion of four biomarkers: RPP30, ER, HER2 and Ki67. Overall, the proportion of genetic expression level of RNA sample enriched by the disk was very similar to that enriched by the standard protocol.
Besides MCF7 cells, other cells such as BT474 and WBC were also used to validate the application of the microfluidic platform to different samples. Results of electrophoresis and qPCR both showed high quality. The genetic expression proportion of RNA sample enriched from BT474 and WBC in two methods showed high similarity.
After validation using cells, exosomes from plasma of healthy donor were introduced to the system. Results detected by qPCR with three biomarkers, miR21, let-7 and GAPDH, showed that the microfluidic platform was able to enrich exosomal RNA with high sensitivity.
In conclusion, the microfluidic platform was able to enrich extracellular and exosomal RNA with high quality and stability. System automation was the motivation may enable further utilization of the microfluidic disk-based technology.
en
dc.description.provenanceMade available in DSpace on 2021-06-17T06:21:05Z (GMT). No. of bitstreams: 1
ntu-107-R05543047-1.pdf: 3045729 bytes, checksum: 52aaa8c542ecf5e5898aa52366736d15 (MD5)
Previous issue date: 2018
en
dc.description.tableofcontents目錄Table of Contents
致謝 1
中文摘要 2
Abstract 4
圖目錄List of Figures 7
Chapter 1 Introduction 8
1.1 The Importance of RNA as biomarker from liquid biopsy 8
1.2 Clinical Application of mRNA and miRNA in Cancer 10
1.3 Current Methods of RNA Extraction from cells and exosomes 12
1.4 Disk-based RNA extraction method 14
Chapter 2 Design Feature and Methodology 15
2.1 Modification of the protocol of CatchGene Cell/Exosome miRNA Kit 15
2.2 System Setup 15
2.3 Disk Design for RNA enrichment 17
Chapter 3 Materials and Methods 22
3.1 Materials 22
3.1.1 Cell Lines Culture and Preparation 22
3.1.2 Plasma and WBC Preparation 23
3.1.3 Commercial Kits and Reagents 24
3.2 Methods 25
3.2.1 Disk Fabrication 25
3.2.2 Exosome Enrichment 28
3.2.3 RNA Enrichment on Microfluidic Platform 29
3.2.4 Gel Electrophoresis 32
3.2.5 Detection using NanodropTM and QubitTM 33
3.2.6 RT-qPCR 34
Chapter 4 Results and Discussion 36
4.1 Commercial Column Selection for Microfluidic Platform 36
4.2 Validation of Disk Design and Fluid Characteristics 38
4.3 Validation of the Stability of Microfluidic Platform 43
4.4 Validation of the Quality of Microfluidic Platform 47
4.5 Validation of RNA Enrichment of different Cell Lines enabling Microfluidic Platform 50
4.6 Validation of Sensitivity of Exosomal RNA Enrichment enabling Microfluidic Platform 53
Chapter 5 Conclusions 55
Reference 57
dc.language.isoen
dc.subject萃取zh_TW
dc.subject核醣核酸zh_TW
dc.subject外泌體zh_TW
dc.subject細胞zh_TW
dc.subject自動化zh_TW
dc.subject微流zh_TW
dc.subject離心力zh_TW
dc.subjectcentrifugal forceen
dc.subjectenrichmenten
dc.subjectRNAen
dc.subjectmicrofluidicen
dc.subjectexosomesen
dc.subjectcellsen
dc.subjectautomaticen
dc.title微流離心碟盤平台應用於細胞與外泌體之核醣核酸萃取之研究zh_TW
dc.titleCentrifugal microfluidic disk platform enabling RNA enrichment from cells and exosomesen
dc.typeThesis
dc.date.schoolyear106-2
dc.description.degree碩士
dc.contributor.oralexamcommittee許聿翔,陳建甫
dc.subject.keyword微流,離心力,自動化,細胞,外泌體,核醣核酸,萃取,zh_TW
dc.subject.keywordmicrofluidic,centrifugal force,automatic,cells,exosomes,RNA,enrichment,en
dc.relation.page59
dc.identifier.doi10.6342/NTU201803947
dc.rights.note有償授權
dc.date.accepted2018-08-19
dc.contributor.author-college工學院zh_TW
dc.contributor.author-dept應用力學研究所zh_TW
顯示於系所單位:應用力學研究所

文件中的檔案:
檔案 大小格式 
ntu-107-1.pdf
  未授權公開取用
2.97 MBAdobe PDF
顯示文件簡單紀錄


系統中的文件,除了特別指名其著作權條款之外,均受到著作權保護,並且保留所有的權利。

社群連結
聯絡資訊
10617臺北市大安區羅斯福路四段1號
No.1 Sec.4, Roosevelt Rd., Taipei, Taiwan, R.O.C. 106
Tel: (02)33662353
Email: ntuetds@ntu.edu.tw
意見箱
相關連結
館藏目錄
國內圖書館整合查詢 MetaCat
臺大學術典藏 NTU Scholars
臺大圖書館數位典藏館
本站聲明
© NTU Library All Rights Reserved