Department of Bioengineering, University of Pittsburgh, Pittsburgh, PA.
Department of Bioengineering, University of Pittsburgh, Pittsburgh, PA ; Department of Radiology, University of Pittsburgh, Pittsburgh, PA.
Transl Oncol. 2014 Feb 1;7(1):111-9. doi: 10.1593/tlo.13868. eCollection 2014 Feb.
Evaluation of cancer-therapy efficacy at early time points is necessary for realizing the goal of delivering maximally effective treatment. Molecular imaging with carefully selected tracers and methodologies can provide the means for realizing this ability. Many therapies are aimed at inducing apoptosis in malignant tissue; thus, the ability to quantify apoptosis in vivo may be a fruitful approach. Apoptosis rate changes occur on a fast time scale, potentially allowing correspondingly rapid decisions regarding therapy value. However, quantification of tissue status based on apoptosis imaging is complicated by this time scale and by the spatial heterogeneity of the process. Using the positron emission tomography (PET) tracer 2-(5-fluoro-pentyl)-2-methyl-malonic acid (F-18 ML-10), we present methods of voxelwise analysis yielding quantitative measures of apoptosis changes, parametric apoptosis change images, and graphical representation of apoptotic features. A method of deformable registration to account for anatomic changes between scan time points is also demonstrated. Overall apoptotic rates deduced from imaging depend on tumor density and the specific rate of apoptosis, a situation resulting in an ambiguity in the source of observed image-based changes. The ambiguity may be resolved through multimodality imaging. An example of intracellular sodium magnetic resonance imaging coupled with F-18 ML-10 PET is provided.
早期评估癌症治疗效果对于实现最大程度有效治疗的目标是必要的。通过精心选择的示踪剂和方法进行分子成像,可以提供实现这一能力的手段。许多治疗方法旨在诱导恶性组织中的细胞凋亡;因此,定量测量体内细胞凋亡的能力可能是一种很有前途的方法。细胞凋亡率的变化发生在快速的时间尺度上,这可能使我们能够迅速对治疗价值做出决策。然而,基于细胞凋亡成像的组织状态定量分析受到时间尺度和过程的空间异质性的影响。本研究使用正电子发射断层扫描(PET)示踪剂 2-(5-氟戊基)-2-甲基丙二酸(F-18 ML-10),提出了一种体素分析方法,该方法可提供细胞凋亡变化的定量测量、参数化细胞凋亡变化图像以及细胞凋亡特征的图形表示。还展示了一种用于在扫描时间点之间进行解剖变化配准的可变形配准方法。从成像中推断出的总体细胞凋亡率取决于肿瘤密度和特定的细胞凋亡率,这种情况导致观察到的基于图像的变化的来源存在歧义。这种歧义可以通过多模态成像来解决。提供了一个细胞内钠离子磁共振成像与 F-18 ML-10 PET 耦合的例子。