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Characterization of diffusion weighted magnetic resonance imaging for patients with brain tumors.

机译:脑肿瘤患者的扩散加权磁共振成像的表征。

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摘要

Diffusion weighted Magnetic Resonance Imaging has been shown to be very useful for the clinical evaluation of patients with stroke. Although the acquisition of such data is a common feature on most MR scanners, the implication of the parameters that it uses are often not appreciated by the oncology community, especially for the application to patients with gliomas. The potential for providing quantitative information that describes the biological properties of tumor and surrounding brain parenchyma has therefore not been fully explored. The goal of this thesis was to characterize the variations in diffusion imaging parameters and determine how they may be used for the management of patients with brain tumors throughout the treatment of their disease. This thesis utilized MR spectroscopic imaging (MRSI) techniques to provide adjunct metabolic information.;The relationship between the apparent diffusion coefficient (ADC) from DTI and levels of choline containing compounds from MRSI, both of which have been suggested to correlate to cell density, was assessed by grade and subtype within the anatomically heterogeneous tumor regions. There was evidence of a relationship between ADC and choline in some regions of grade IV gliomas but within no regions of grade II gliomas. This suggested independent information to be acquired from both DTI and MRSI. A method to assess deviation from mono-exponential decay in a clinically relevant scan time was developed as another possible method of assessing abnormality in grade IV glioma.;Previously observed variations in grade II glioma subtypes was further assessed. A difference in ADC was evident and based on these findings, a method of visualizing this variation was developed using RGB color maps. This technique was applied on a new cohort of grade II gliomas and histopathology was assessed by image-guided biopsies to examine the histopathological variations.;Diffusion parameters during treatment were evaluated for early non-invasive biomarkers. The ADC changes from mid- to post-treatment suggest such a possible early non-invasive biomarker.;The results of this dissertation suggest that diffusion parameters play an important role in assessing gliomas. These are very important steps towards increasing the utilization of imaging in the management of patients with brain tumors.
机译:扩散加权磁共振成像已显示对中风患者的临床评估非常有用。尽管此类数据的采集是大多数MR扫描仪的常见功能,但肿瘤学界通常不了解其使用的参数含义,特别是对于神经胶质瘤患者的应用而言。因此,尚未充分探索提供描述肿瘤和周围脑实质的生物学特性的定量信息的潜力。本文的目的是表征扩散成像参数的变化,并确定在整个疾病治疗过程中如何将其用于脑肿瘤患者的治疗。本论文利用MR光谱成像(MRSI)技术提供辅助代谢信息。; DTI的表观扩散系数(ADC)与MRSI含胆碱的化合物水平之间的关系已被建议与细胞密度相关,通过解剖异质性肿瘤区域内的等级和亚型评估。有证据表明在IV级神经胶质瘤的某些区域中ADC与胆碱之间存在关系,但在II级神经胶质瘤的任何区域中均没有。这建议从DTI和MRSI获取独立的信息。作为评估IV级神经胶质瘤异常的另一种可能的方法,已开发出一种在临床相关扫描时间内评估单指数衰减偏离的方法。进一步评估了先前观察到的II级神经胶质瘤亚型的变化。 ADC的差异很明显,并根据这些发现,使用RGB颜色图开发了可视化此变化的方法。该技术被应用于新的II级神经胶质瘤队列,并通过图像引导活检评估组织病理学以检查组织病理学变化。评估治疗过程中的扩散参数以用于早期非侵入性生物标志物。 ADC从治疗中期到治疗后期的变化提示了这种可能的早期非侵入性生物标记物。论文的结果表明,扩散参数在评估神经胶质瘤中起着重要的作用。这些是在处理脑肿瘤患者中增加成像利用率的非常重要的步骤。

著录项

  • 作者

    Khayal, Inas Samir.;

  • 作者单位

    University of California, San Francisco with the University of California, Berkeley.;

  • 授予单位 University of California, San Francisco with the University of California, Berkeley.;
  • 学科 Engineering Biomedical.
  • 学位 Ph.D.
  • 年度 2009
  • 页码 173 p.
  • 总页数 173
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类 社会学;
  • 关键词

  • 入库时间 2022-08-17 11:37:53

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