Dynamic contrast-enhanced magnetic resonance imaging studies in preclinical settings and beyond

Dynamic Contrast-Enhanced Magnetic Resonance Imaging (DCE-MRI) with tracer kinetic modeling has been proposed as a biomarker for assessment of tumor angiogenesis in clinical trials. In this work, we developed and implemented a high spatial and temporal resolution (2 s) DCE-MRI protocol for small an...

وصف كامل

محفوظ في:
التفاصيل البيبلوغرافية
المؤلف الرئيسي: Septian Hartono
مؤلفون آخرون: Koh Tong San
التنسيق: Theses and Dissertations
اللغة:English
منشور في: 2014
الموضوعات:
الوصول للمادة أونلاين:https://hdl.handle.net/10356/61871
الوسوم: إضافة وسم
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المؤسسة: Nanyang Technological University
اللغة: English
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spelling sg-ntu-dr.10356-618712023-07-04T16:21:52Z Dynamic contrast-enhanced magnetic resonance imaging studies in preclinical settings and beyond Septian Hartono Koh Tong San Thng Choon Hua Ser Wee School of Electrical and Electronic Engineering DRNTU::Engineering::Electrical and electronic engineering Dynamic Contrast-Enhanced Magnetic Resonance Imaging (DCE-MRI) with tracer kinetic modeling has been proposed as a biomarker for assessment of tumor angiogenesis in clinical trials. In this work, we developed and implemented a high spatial and temporal resolution (2 s) DCE-MRI protocol for small animal preclinical studies. Microcirculatory parameters derived were validated with corresponding immunohistochemistry staining of murine human xenografts. Results show that the technique is potentially applicable as a biomarker for pre-clinical drug development, as it might allow monitoring of anti-angiogenic therapy in murine models. We also explored the feasibility of applying the technique for perfusion imaging of mice liver. We observed a low value of interstitial volume fraction and permeability-surface area product in normal mouse liver cases, which corresponded with murine liver physiology and the results previously obtained in the human studies. These results indicated potential for the use of DCE MRI as a biomarker for sinusoidal capillarization and fibrosis in preclinical liver studies. We further implemented the developed DCE MRI technique and analysis method for pre-clinical drug studies with mice implanted with hepatocellular carcinoma xenograft and treated with bevacizumab, a monoclonal antibody which was used in the clinic for anti-angiogenic therapy. Dose-related effects of bevacizumab are observed, suggesting potential of using the technique as a reliable non-destructive testing method for time course observation of microcirculatory changes in animals. This would also facilitate translation and clinical application to early time points after anti-angiogenic therapy, as our current study showed early decrease in micro-vascular density and blood flow after an anti-angiogenic treatment. Finally, we also propose an alternative approach for analyzing DCE-MRI data of necrotic regions based on the diffusional transport of solutes in the tumor interstitium. Gadolinium diffusivity might serve as an alternative interstitial transport parameter in necrotic tumor regions and complement the other microcirculatory parameters derived from DCE MRI for a more complete analysis of the entire tumor. DOCTOR OF PHILOSOPHY (EEE) 2014-12-03T09:15:02Z 2014-12-03T09:15:02Z 2014 2014 Thesis Septian Hartono. (2014). Dynamic contrast-enhanced magnetic resonance imaging studies in preclinical settings and beyond. Doctoral thesis, Nanyang Technological University, Singapore. https://hdl.handle.net/10356/61871 10.32657/10356/61871 en 107 p. application/pdf
institution Nanyang Technological University
building NTU Library
continent Asia
country Singapore
Singapore
content_provider NTU Library
collection DR-NTU
language English
topic DRNTU::Engineering::Electrical and electronic engineering
spellingShingle DRNTU::Engineering::Electrical and electronic engineering
Septian Hartono
Dynamic contrast-enhanced magnetic resonance imaging studies in preclinical settings and beyond
description Dynamic Contrast-Enhanced Magnetic Resonance Imaging (DCE-MRI) with tracer kinetic modeling has been proposed as a biomarker for assessment of tumor angiogenesis in clinical trials. In this work, we developed and implemented a high spatial and temporal resolution (2 s) DCE-MRI protocol for small animal preclinical studies. Microcirculatory parameters derived were validated with corresponding immunohistochemistry staining of murine human xenografts. Results show that the technique is potentially applicable as a biomarker for pre-clinical drug development, as it might allow monitoring of anti-angiogenic therapy in murine models. We also explored the feasibility of applying the technique for perfusion imaging of mice liver. We observed a low value of interstitial volume fraction and permeability-surface area product in normal mouse liver cases, which corresponded with murine liver physiology and the results previously obtained in the human studies. These results indicated potential for the use of DCE MRI as a biomarker for sinusoidal capillarization and fibrosis in preclinical liver studies. We further implemented the developed DCE MRI technique and analysis method for pre-clinical drug studies with mice implanted with hepatocellular carcinoma xenograft and treated with bevacizumab, a monoclonal antibody which was used in the clinic for anti-angiogenic therapy. Dose-related effects of bevacizumab are observed, suggesting potential of using the technique as a reliable non-destructive testing method for time course observation of microcirculatory changes in animals. This would also facilitate translation and clinical application to early time points after anti-angiogenic therapy, as our current study showed early decrease in micro-vascular density and blood flow after an anti-angiogenic treatment. Finally, we also propose an alternative approach for analyzing DCE-MRI data of necrotic regions based on the diffusional transport of solutes in the tumor interstitium. Gadolinium diffusivity might serve as an alternative interstitial transport parameter in necrotic tumor regions and complement the other microcirculatory parameters derived from DCE MRI for a more complete analysis of the entire tumor.
author2 Koh Tong San
author_facet Koh Tong San
Septian Hartono
format Theses and Dissertations
author Septian Hartono
author_sort Septian Hartono
title Dynamic contrast-enhanced magnetic resonance imaging studies in preclinical settings and beyond
title_short Dynamic contrast-enhanced magnetic resonance imaging studies in preclinical settings and beyond
title_full Dynamic contrast-enhanced magnetic resonance imaging studies in preclinical settings and beyond
title_fullStr Dynamic contrast-enhanced magnetic resonance imaging studies in preclinical settings and beyond
title_full_unstemmed Dynamic contrast-enhanced magnetic resonance imaging studies in preclinical settings and beyond
title_sort dynamic contrast-enhanced magnetic resonance imaging studies in preclinical settings and beyond
publishDate 2014
url https://hdl.handle.net/10356/61871
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