Poltz Rainer, Naumann Michael
Institute of Experimental Internal Medicine, Otto von Guericke University, Leipziger Str, 44, Magdeburg, 39120, Germany.
BMC Syst Biol. 2012 Sep 15;6:125. doi: 10.1186/1752-0509-6-125.
The genome is continuously attacked by a variety of agents that cause DNA damage. Recognition of DNA lesions activates the cellular DNA damage response (DDR), which comprises a network of signal transduction pathways to maintain genome integrity. In response to severe DNA damage, cells undergo apoptosis to avoid transformation into tumour cells, or alternatively, the cells enter permanent cell cycle arrest, called senescence. Most tumour cells have defects in pathways leading to DNA repair or apoptosis. In addition, apoptosis could be counteracted by nuclear factor kappa B (NF-κB), the main anti-apoptotic transcription factor in the DDR. Despite the high clinical relevance, the interplay of the DDR pathways is poorly understood. For therapeutic purposes DNA damage signalling processes are induced to induce apoptosis in tumour cells. However, the efficiency of radio- and chemotherapy is strongly hampered by cell survival pathways in tumour cells. In this study logical modelling was performed to facilitate understanding of the complexity of the signal transduction networks in the DDR and to provide cancer treatment options.
Our comprehensive discrete logical model provided new insights into the dynamics of the DDR in human epithelial tumours. We identified new mechanisms by which the cell regulates the dynamics of the activation of the tumour suppressor p53 and NF-κB. Simulating therapeutic intervention by agents causing DNA single-strand breaks (SSBs) or DNA double-strand breaks (DSBs) we identified candidate target proteins for sensitization of carcinomas to therapeutic intervention. Further, we enlightened the DDR in different genetic diseases, and by failure mode analysis we defined molecular defects putatively contributing to carcinogenesis.
By logic modelling we identified candidate target proteins that could be suitable for radio- and chemotherapy, and contributes to the design of more effective therapies.
基因组不断受到各种导致DNA损伤的因素的攻击。DNA损伤的识别会激活细胞DNA损伤反应(DDR),该反应由一个信号转导通路网络组成,以维持基因组的完整性。针对严重的DNA损伤,细胞会经历凋亡以避免转化为肿瘤细胞,或者细胞进入永久性细胞周期停滞,即衰老。大多数肿瘤细胞在导致DNA修复或凋亡的通路上存在缺陷。此外,凋亡可能会被核因子κB(NF-κB)抵消,NF-κB是DDR中主要的抗凋亡转录因子。尽管具有高度的临床相关性,但DDR通路之间的相互作用仍知之甚少。出于治疗目的,诱导DNA损伤信号传导过程以诱导肿瘤细胞凋亡。然而,放疗和化疗的效率受到肿瘤细胞中细胞存活通路的严重阻碍。在本研究中,进行了逻辑建模以促进对DDR中信号转导网络复杂性的理解,并提供癌症治疗方案。
我们全面的离散逻辑模型为人类上皮肿瘤中DDR的动态变化提供了新的见解。我们确定了细胞调节肿瘤抑制因子p53和NF-κB激活动态变化的新机制。通过模拟由导致DNA单链断裂(SSB)或DNA双链断裂(DSB)的药物进行的治疗干预,我们确定了使癌细胞对治疗干预敏感的候选靶蛋白。此外,我们阐明了不同遗传疾病中的DDR,并通过故障模式分析定义了可能导致致癌作用的分子缺陷。
通过逻辑建模,我们确定了可能适用于放疗和化疗的候选靶蛋白,并有助于设计更有效的治疗方法。