Mechanical perspectives on fibroblasts in wound healing and tumorigenesis상처치유과정과 종양형성에서 섬유아세포의 세포역학적 특성

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Fibroblasts play a critical role in pathological conditions such as wound healing and tumorigenesis. When analyzing fibroblasts, which do not have a specific biomarker, in such complex pathological processes, the conventional molecular biological approach has limitations. In this regard, in the dissertation, the combination of a biomolecular approach and cell mechanics-based approach was applied to extensively investigate the role of fibroblasts in the pathophysiology of the wound healing process and tumorigenesis. From a cell mechanics pointof view, a cell is regarded as a physical system, and the physical phenotypes of the cell are analyzed and evaluated as the final product of complex gene expression. In the first study, a novel model of the wound healing process and scar formation was suggested by observing the response of fibroblasts to tensile stimulation. In the second study,a new positive feedback loop for breast cancer was proposed by mimicking specific cancer-associated fibroblasts and analyzing the effects of these cells on breast cancer progression. Finally, an artificial intelligence (AI)classification system for subtypes of cancer-associated fibroblasts was developed based on cell mechanical properties. The AI platform was then tested with in vitro breast cancer-associated fibroblast models to verify the applicability of the alternative and novel classification platform.
Advisors
Shin, Jennifer H.researcher신현정researcher
Description
한국과학기술원 :기계공학과,
Publisher
한국과학기술원
Issue Date
2023
Identifier
325007
Language
eng
Description

학위논문(박사) - 한국과학기술원 : 기계공학과, 2023.2,[vii, 85 p. :]

Keywords

Cell mechanics▼aFibroblasts▼aWound healing process▼aHOX genes▼aTumorigenesis▼aCancer-associated fibroblasts▼aEpithelial-mesenchymal transition▼aCell morphology▼aCell motility▼aAI-based cell classification; 세포역학▼a섬유아세포▼a상처치유과정▼a혹스 유전자▼a종양형성▼a암 연관 섬유아세포▼a상피-간엽 이행▼a세포 형태▼a세포 운동성▼a인공지능기반 세포 분류

URI
http://hdl.handle.net/10203/307876
Link
http://library.kaist.ac.kr/search/detail/view.do?bibCtrlNo=1030343&flag=dissertation
Appears in Collection
ME-Theses_Ph.D.(박사논문)
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