Walsh John J, Parent Maxime, Akif Adil, Adam Lucas C, Maritim Samuel, Mishra Sandeep K, Khan Muhammad H, Coman Daniel, Hyder Fahmeed
Department of Biomedical Engineering, Yale University, New Haven, CT, United States.
Department of Radiology and Biomedical Imaging, Yale University, New Haven, CT, United States.
Front Oncol. 2021 Aug 26;11:692650. doi: 10.3389/fonc.2021.692650. eCollection 2021.
Glioblastoma progression involves multifaceted changes in vascularity, cellularity, and metabolism. Capturing such complexities of the tumor niche, from the tumor core to the periphery, by magnetic resonance imaging (MRI) and spectroscopic imaging (MRSI) methods has translational impact. In human-derived glioblastoma models (U87, U251) we made simultaneous and longitudinal measurements of tumor perfusion (F), permeability (K), and volume fractions of extracellular (v) and blood (v) spaces from dynamic contrast enhanced (DCE) MRI, cellularity from apparent diffusion coefficient (ADC) MRI, and extracellular pH (pH) from an MRSI method called Biosensor Imaging of Redundant Deviation in Shifts (BIRDS). Spatiotemporal patterns of these parameters during tumorigenesis were unique for each tumor. While U87 tumors grew faster, F, K, and v increased with tumor growth in both tumors but these trends were more pronounced for U251 tumors. Perfused regions between tumor periphery and core with U87 tumors exhibited higher F, but K of U251 tumors remained lowest at the tumor margin, suggesting primitive vascularization. Tumor growth was uncorrelated with v, ADC, and pH. U87 tumors showed correlated regions of reduced v and lower ADC (higher cellularity), suggesting ongoing proliferation. U251 tumors revealed that the tumor core had higher v and elevated ADC (lower cellularity), suggesting necrosis development. The entire tumor was uniformly acidic (pH 6.1-6.8) early and throughout progression, but U251 tumors were more acidic, suggesting lower aerobic glycolysis in U87 tumors. Characterizing these cancer hallmarks with DCE-MRI, ADC-MRI, and BIRDS-MRSI will be useful for exploring tumorigenesis as well as timely therapies targeted to specific vascular and metabolic aspects of the tumor microenvironment.
胶质母细胞瘤的进展涉及血管生成、细胞构成和新陈代谢等多方面的变化。通过磁共振成像(MRI)和光谱成像(MRSI)方法,从肿瘤核心到周边捕捉肿瘤微环境的这种复杂性具有转化医学意义。在人源胶质母细胞瘤模型(U87、U251)中,我们通过动态对比增强(DCE)MRI同时进行纵向测量肿瘤灌注(F)、通透性(K)以及细胞外(v)和血液(v)空间的体积分数,通过表观扩散系数(ADC)MRI测量细胞构成,通过一种名为“位移冗余偏差生物传感器成像”(BIRDS)的MRSI方法测量细胞外pH值(pH)。肿瘤发生过程中这些参数的时空模式在每个肿瘤中都是独特的。虽然U87肿瘤生长更快,但F、K和v在两种肿瘤中均随肿瘤生长而增加,但这些趋势在U251肿瘤中更为明显。U87肿瘤的肿瘤周边和核心之间的灌注区域表现出更高的F,但U251肿瘤的K在肿瘤边缘处仍然最低,提示血管生成原始。肿瘤生长与v、ADC和pH无关。U87肿瘤显示v降低和ADC较低(细胞构成较高)的相关区域,提示持续增殖。U251肿瘤显示肿瘤核心具有更高的v和升高的ADC(细胞构成较低),提示坏死形成。整个肿瘤在早期及整个进展过程中均呈均匀酸性(pH 6.1 - 6.8),但U251肿瘤酸性更强,提示U87肿瘤的有氧糖酵解较低。用DCE - MRI、ADC - MRI和BIRDS - MRSI表征这些癌症特征将有助于探索肿瘤发生以及针对肿瘤微环境特定血管和代谢方面的及时治疗。