Department of Radiology and Biomedical Imaging, Yale University, New Haven, CT, USA.
Institute of Radiology, Charité-Universitätsmedizin Berlin, corporate member of Freie Universität Berlin, Humboldt-Universität, and Berlin Institute of Health, Berlin, Germany.
NMR Biomed. 2021 Mar;34(3):e4465. doi: 10.1002/nbm.4465. Epub 2020 Dec 22.
Given the extraordinary nature of tumor metabolism in hepatocellular carcinoma and its impact on oncologic treatment response, this study introduces a novel high-throughput extracellular pH (pH ) mapping platform using magnetic resonance spectroscopic imaging in a three-dimensional (3D) in vitro model of liver cancer. pH mapping was performed using biosensor imaging of redundant deviation in shifts (BIRDS) on 9.4 T and 11.7 T MR scanners for validation purposes. 3D cultures of four liver cancer (HepG2, Huh7, SNU475, VX2) and one hepatocyte (THLE2) cell line were simultaneously analyzed (a) without treatment, (b) supplemented with 4.5 g/L d-glucose, and (c) treated with anti-glycolytic 3-bromopyruvate (6.25, 25, 50, 75, and 100 μM). The MR results were correlated with immunohistochemistry (GLUT-1, LAMP-2) and luminescence-based viability assays. Statistics included the unpaired t-test and ANOVA test. High-throughput pH imaging with BIRDS for in vitro 3D liver cancer models proved feasible. Compared with non-tumorous hepatocytes (pH = 7.1 ± 0.1), acidic pH was revealed in liver cancer (VX2, pH = 6.7 ± 0.1; HuH7, pH = 6.8 ± 0.1; HepG2, pH = 6.9 ± 0.1; SNU475, pH = 6.9 ± 0.1), in agreement with GLUT-1 upregulation. Glucose addition significantly further decreased pH in hyperglycolytic cell lines (VX2, HepG2, and Huh7, by 0.28, 0.06, and 0.11, respectively, all p < 0.001), whereas 3-bromopyruvate normalized tumor pH in a dose-dependent manner without affecting viability. In summary, this study introduces a non-invasive pH imaging platform for high-yield screening using a translational 3D liver cancer model, which may help reveal and target mechanisms of therapy resistance and inform personalized treatment of patients with hepatocellular carcinoma.
鉴于肝细胞癌肿瘤代谢的特殊性及其对肿瘤治疗反应的影响,本研究在三维(3D)肝癌体外模型中引入了一种使用磁共振波谱成像的新型高通量细胞外 pH(pH)映射平台。pH 映射使用冗余偏差偏移的生物传感器成像(BIRDS)在 9.4 T 和 11.7 T MR 扫描仪上进行验证。同时分析了四种肝癌(HepG2、Huh7、SNU475、VX2)和一种肝细胞(THLE2)细胞系的 3D 培养物:(a)无处理,(b)补充 4.5 g/L d-葡萄糖,和(c)用抗糖酵解 3-溴丙酮酸处理(6.25、25、50、75 和 100 μM)。MR 结果与免疫组化(GLUT-1、LAMP-2)和基于发光的活力测定相关联。统计分析包括非配对 t 检验和 ANOVA 检验。使用 BIRDS 进行的体外 3D 肝癌模型高通量 pH 成像证明是可行的。与非肿瘤性肝细胞(pH = 7.1 ± 0.1)相比,肝癌中显示出酸性 pH(VX2,pH = 6.7 ± 0.1;HuH7,pH = 6.8 ± 0.1;HepG2,pH = 6.9 ± 0.1;SNU475,pH = 6.9 ± 0.1),与 GLUT-1 上调一致。葡萄糖的添加显著进一步降低了高糖酵解细胞系的 pH(VX2、HepG2 和 Huh7 分别降低 0.28、0.06 和 0.11,均 p < 0.001),而 3-溴丙酮酸以剂量依赖的方式使肿瘤 pH 正常化而不影响活力。总之,本研究在三维肝癌模型中引入了一种非侵入性 pH 成像平台,用于高通量筛选,这可能有助于揭示和靶向治疗抵抗的机制,并为肝细胞癌患者的个体化治疗提供信息。