Department of Statistics, Umeå School of Business and Economics, Umeå University, Umeå, Sweden.
Prostate. 2014 Aug;74(11):1107-17. doi: 10.1002/pros.22827. Epub 2014 Jun 9.
The endocannabinoid system regulates cancer cell proliferation, and in prostate cancer a high cannabinoid CB1 receptor expression is associated with a poor prognosis. Down-stream mediators of CB1 receptor signaling in prostate cancer are known, but information on potential upstream regulators is lacking.
Data from a well-characterized tumor tissue microarray were used for a Bayesian network analysis using the max-min hill-climbing method. In non-malignant tissue samples, a directionality of pEGFR (the phosphorylated form of the epidermal growth factor receptor) → CB1 receptors were found regardless as to whether the endocannabinoid metabolizing enzyme fatty acid amide hydrolase (FAAH) was included as a parameter. A similar result was found in the tumor tissue, but only when FAAH was included in the analysis. A second regulatory pathway, from the growth factor receptor ErbB2 → FAAH was also identified in the tumor samples. Transfection of AT1 prostate cancer cells with CB1 receptors induced a sensitivity to the growth-inhibiting effects of the CB receptor agonist CP55,940. The sensitivity was not dependent upon the level of receptor expression. Thus a high CB1 receptor expression alone does not drive the cells towards a survival phenotype in the presence of a CB receptor agonist.
The data identify two potential regulators of the endocannabinoid system in prostate cancer and allow the construction of a model of a dysregulated endocannabinoid signaling network in this tumor. Further studies should be designed to test the veracity of the predictions of the network analysis in prostate cancer and other solid tumors.
内源性大麻素系统调节癌细胞增殖,在前列腺癌中,大麻素 CB1 受体高表达与预后不良相关。CB1 受体信号在前列腺癌中的下游介质是已知的,但缺乏潜在上游调节剂的信息。
使用贝叶斯网络分析,采用最大-最小爬山法,对具有良好特征的肿瘤组织微阵列数据进行分析。在非恶性组织样本中,无论是否将内源性大麻素代谢酶脂肪酸酰胺水解酶(FAAH)作为参数,均发现 pEGFR(表皮生长因子受体的磷酸化形式)→CB1 受体的方向性。在肿瘤组织中也发现了类似的结果,但仅在 FAAH 被纳入分析时才发现。在肿瘤样本中还鉴定出了第二个从生长因子受体 ErbB2→FAAH 的调节途径。将 CB1 受体转染到 AT1 前列腺癌细胞中,诱导其对 CB 受体激动剂 CP55940 的生长抑制作用敏感。这种敏感性不依赖于受体表达水平。因此,高 CB1 受体表达本身并不能在存在 CB 受体激动剂的情况下驱使细胞向生存表型发展。
数据确定了前列腺癌中内源性大麻素系统的两个潜在调节剂,并允许构建该肿瘤中失调的内源性大麻素信号网络模型。应设计进一步的研究来测试网络分析在前列腺癌和其他实体瘤中的预测的真实性。