Venkatesh Ishwariya, Mehra Vatsal, Wang Zimei, Simpson Matthew T, Eastwood Erik, Chakraborty Advaita, Beine Zac, Gross Derek, Cabahug Michael, Olson Greta, Blackmore Murray G
Department of Biomedical Sciences, Marquette University, Milwaukee, WI, USA.
Nat Commun. 2021 May 5;12(1):2555. doi: 10.1038/s41467-021-22828-3.
Transcription factors (TFs) act as powerful levers to regulate neural physiology and can be targeted to improve cellular responses to injury or disease. Because TFs often depend on cooperative activity, a major challenge is to identify and deploy optimal sets. Here we developed a bioinformatics pipeline, centered on TF co-occupancy of regulatory DNA, and used it to predict factors that potentiate the effects of pro-regenerative Klf6 in vitro. High content screens of neurite outgrowth identified cooperative activity by 12 candidates, and systematic testing in a mouse model of corticospinal tract (CST) damage substantiated three novel instances of pairwise cooperation. Combined Klf6 and Nr5a2 drove the strongest growth, and transcriptional profiling of CST neurons identified Klf6/Nr5a2-responsive gene networks involved in macromolecule biosynthesis and DNA repair. These data identify TF combinations that promote enhanced CST growth, clarify the transcriptional correlates, and provide a bioinformatics approach to detect TF cooperation.
转录因子(TFs)是调节神经生理的有力工具,可作为靶点来改善细胞对损伤或疾病的反应。由于转录因子通常依赖协同活性,因此一个主要挑战是识别和部署最佳组合。在这里,我们开发了一种以调控DNA的转录因子共占据为核心的生物信息学流程,并利用它来预测在体外增强促再生Klf6作用的因子。对神经突生长的高内涵筛选确定了12个候选因子的协同活性,在皮质脊髓束(CST)损伤小鼠模型中的系统测试证实了三对新的两两协同实例。联合使用Klf6和Nr5a2能促使最强的生长,对CST神经元的转录谱分析确定了参与大分子生物合成和DNA修复的Klf6/Nr5a2反应基因网络。这些数据确定了促进CST增强生长的转录因子组合,阐明了转录相关性,并提供了一种检测转录因子协同作用的生物信息学方法。