Clinical Cooperation Unit Nuclear Medicine, German Cancer Research Center, Heidelberg, Germany.
Mol Imaging Biol. 2011 Dec;13(6):1290-300. doi: 10.1007/s11307-010-0465-z. Epub 2010 Dec 10.
Glucose transporters and hexokinases determine the kinetics of 2-deoxy-2-[(18)F]fluoro-D: -glucose (FDG). However, the genes controlling these proteins are not independent and may be modulated from other biological processes, e.g., like angiogenesis and proliferation. The impact of cell-proliferation-related genes on the FDG kinetics was assessed in colorectal tumors in this study.
Patients with primary colorectal tumors (n = 25) were examined with positron emission tomography and FDG within 2 days prior to surgery. Tissue specimens were obtained from the colorectal tumor and the normal colon by surgery and gene expression was assessed using gene arrays.
Overall, an increase of the expression of proliferation associated genes was observed by a factor of 2-5.3 for the colorectal tumors as compared with the normal colon. Correlation analysis revealed an impact of cdk2 on K1, thus directing to a modulation of the FDG uptake into the cells. The correlations were generally higher for the FDG influx as compared with the standardized uptake value (SUV). The influx was mainly correlated with proliferation inhibiting genes (cyclin G2, cdk inhibitor 1 C, cdk inhibitor 2B). It was possible to predict the expression of cyclin D2 using a multiple linear regression function and the parameters of the FDG kinetics with r = 0.67. Using a group based analysis it was possible to demonstrate, that tumors with an SUV >12 are associated with a high expression of cyclin D2 in the colorectal tumors. If the gene expression data for cyclin D1, cyclin G2, cdk2, cdk6 and cdk inhibtor 2B were used, the overall FDG uptake as measured by the SUV could be predicted with r = 0.75.
The results suggest that the FDG kinetics is modulated by proliferation associated genes. Especially K1, the parameter for the FDG transport into the cells, is modulated by cdk2. Tumors with a SUV exceeding 12 have usually a higher expression of cyclin D2. The parameters of the FDG kinetics can be used to predict the expression of proliferation associated genes individually.
葡萄糖转运蛋白和己糖激酶决定 2-脱氧-2-[(18)F]氟-D-:-葡萄糖(FDG)的动力学。然而,控制这些蛋白的基因并非独立的,可能受到其他生物学过程的调节,例如血管生成和增殖。本研究评估了与细胞增殖相关的基因对结直肠肿瘤中 FDG 动力学的影响。
25 例原发性结直肠肿瘤患者在手术前 2 天内行正电子发射断层扫描和 FDG 检查。通过手术从结直肠肿瘤和正常结肠获得组织标本,并使用基因芯片评估基因表达。
与正常结肠相比,结直肠肿瘤中增殖相关基因的表达总体增加了 2-5.3 倍。相关性分析显示 cdk2 对 K1 有影响,从而影响 FDG 进入细胞的摄取。FDG 流入与标准化摄取值(SUV)相比,相关性一般更高。流入主要与增殖抑制基因(细胞周期蛋白 G2、cdk 抑制剂 1C、cdk 抑制剂 2B)相关。使用多元线性回归函数预测 cyclin D2 的表达,以及使用 r = 0.67 的 FDG 动力学参数,这是可能的。使用基于组的分析,可以证明 SUV >12 的肿瘤与结直肠肿瘤中 cyclin D2 的高表达相关。如果使用 cyclin D1、cyclin G2、cdk2、cdk6 和 cdk 抑制剂 2B 的基因表达数据,则可以使用 r = 0.75 预测 SUV 测量的总体 FDG 摄取。
结果表明,FDG 动力学受增殖相关基因的调节。特别是 K1,即 FDG 进入细胞的转运参数,受 cdk2 调节。SUV 超过 12 的肿瘤通常 cyclin D2 的表达较高。FDG 动力学的参数可用于单独预测增殖相关基因的表达。