Interdisciplinary Program in Bioinformatics, Seoul National University, Seoul, 08826, Republic of Korea.
Bioinformatics Institute, Seoul National University, Seoul, 08826, Republic of Korea.
Sci Rep. 2023 Mar 23;13(1):4739. doi: 10.1038/s41598-023-31509-8.
To respond to the external environmental changes for survival, bacteria regulates expression of a number of genes including transcription factors (TFs). To characterize complex biological phenomena, a biological system-level approach is necessary. Here we utilized six computational biology methods to infer regulatory network and to characterize underlying biologically mechanisms relevant to radiation-resistance. In particular, we inferred gene regulatory network (GRN) and operons of radiation-resistance bacterium Spirosoma montaniterrae DY10[Formula: see text] and identified the major regulators for radiation-resistance. Our results showed that DNA repair and reactive oxygen species (ROS) scavenging mechanisms are key processes and Crp/Fnr family transcriptional regulator works as a master regulatory TF in early response to radiation.
为了应对外部环境变化以求得生存,细菌会调控包括转录因子(TFs)在内的许多基因的表达。为了描述复杂的生物学现象,需要采用系统生物学方法。在这里,我们利用六种计算生物学方法来推断调控网络,并描述与抗辐射性相关的潜在生物学机制。特别是,我们推断了抗辐射细菌 Spirosoma montaniterrae DY10[Formula: see text]的基因调控网络(GRN)和操纵子,并确定了抗辐射的主要调控因子。我们的研究结果表明,DNA 修复和活性氧(ROS)清除机制是关键过程,而 Crp/Fnr 家族转录调节因子在辐射早期反应中作为主要调节 TF 发挥作用。