Radiation Biology Branch, Center for Cancer Research, National Cancer Institute, NIH, Bethesda, Maryland.
Division of Bioengineering and Bioinformatics, Graduate School of Information Science and Technology, Hokkaido University, Sapporo, Japan.
Cancer Res. 2018 Jul 15;78(14):3783-3792. doi: 10.1158/0008-5472.CAN-18-0491. Epub 2018 May 23.
Pancreatic ductal adenocarcinoma (PDAC) is characterized by hypoxic niches that lead to treatment resistance. Therefore, studies of tumor oxygenation and metabolic profiling should contribute to improved treatment strategies. Here, we define two imaging biomarkers that predict differences in tumor response to therapy: (i) partial oxygen pressure (pO), measured by EPR imaging; and (ii) [1-C] pyruvate metabolism rate, measured by hyperpolarized C MRI. Three human PDAC xenografts with varying treatment sensitivity (Hs766t, MiaPaCa2, and Su.86.86) were grown in mice. The median pO of the mature Hs766t, MiaPaCa2, and Su.86.86 tumors was 9.1 ± 1.7, 11.1 ± 2.2, and 17.6 ± 2.6 mm Hg, and the rate of pyruvate-to-lactate conversion was 2.72 ± 0.48, 2.28 ± 0.26, and 1.98 ± 0.51 per minute, respectively ( = 6, each). These results are in agreement with steady-state data of matabolites quantified by mass spectroscopy and histologic analysis, indicating glycolytic and hypoxia profile in Hs766t, MiaPaca2, and Su.86.86 tumors. Fractionated radiotherapy (5 Gy × 5) resulted in a tumor growth delay of 16.7 ± 1.6 and 18.0 ± 2.7 days in MiaPaca2 and Su.86.86 tumors, respectively, compared with 6.3 ± 2.7 days in hypoxic Hs766t tumors. Treatment with gemcitabine, a first-line chemotherapeutic agent, or the hypoxia-activated prodrug TH-302 was more effective against Hs766t tumors (20.0 ± 3.5 and 25.0 ± 7.7 days increase in survival time, respectively) than MiaPaCa2 (2.7 ± 0.4 and 6.7 ± 0.7 days) and Su.86.86 (4.7 ± 0.6 and 0.7 ± 0.6 days) tumors. Collectively, these results demonstrate the ability of molecular imaging biomarkers to predict the response of PDAC to treatment with radiotherapy and TH-302. pO2 imaging data and clinically available metabolic imaging data provide useful insight into predicting the treatment efficacy of chemotherapy, radiation, and a hypoxia-activated prodrug as monotherapies and combination therapies in PDAC tumor xenograft models. .
胰腺导管腺癌 (PDAC) 的特征是存在缺氧小生境,导致治疗耐药。因此,对肿瘤氧合和代谢特征的研究应该有助于改进治疗策略。在这里,我们定义了两个可以预测肿瘤对治疗反应差异的成像生物标志物:(i) 通过 EPR 成像测量的局部氧分压 (pO);(ii) 通过极化 C MRI 测量的 [1-C] 丙酮酸代谢率。在小鼠中生长了三种具有不同治疗敏感性的人 PDAC 异种移植物 (Hs766t、MiaPaCa2 和 Su.86.86)。成熟的 Hs766t、MiaPaCa2 和 Su.86.86 肿瘤的中位数 pO 分别为 9.1 ± 1.7、11.1 ± 2.2 和 17.6 ± 2.6 mm Hg,丙酮酸向乳酸的转化率分别为 2.72 ± 0.48、2.28 ± 0.26 和 1.98 ± 0.51 每分钟 ( = 6,各)。这些结果与通过质谱和组织学分析定量的代谢物的稳态数据一致,表明 Hs766t、MiaPaca2 和 Su.86.86 肿瘤中的糖酵解和缺氧特征。与缺氧的 Hs766t 肿瘤相比,5 Gy×5 分割放疗分别导致 MiaPaca2 和 Su.86.86 肿瘤的肿瘤生长延迟 16.7 ± 1.6 和 18.0 ± 2.7 天,而 Hs766t 肿瘤的肿瘤生长延迟 6.3 ± 2.7 天。与 MiaPaCa2 (2.7 ± 0.4 和 6.7 ± 0.7 天) 和 Su.86.86 (4.7 ± 0.6 和 0.7 ± 0.6 天) 肿瘤相比,吉西他滨 (一种一线化疗药物) 或缺氧激活前药 TH-302 的治疗对 Hs766t 肿瘤更有效 (分别增加 20.0 ± 3.5 和 25.0 ± 7.7 天的生存时间)。总之,这些结果表明分子成像生物标志物能够预测 PDAC 对放疗和 TH-302 治疗的反应。pO2 成像数据和临床可用的代谢成像数据为预测化疗、放疗和缺氧激活前药作为单一疗法和联合疗法在 PDAC 肿瘤异种移植模型中的治疗效果提供了有用的见解。