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共占位识别轴突生长中的转录因子协同作用。

Co-occupancy identifies transcription factor co-operation for axon growth.

作者信息

Venkatesh Ishwariya, Mehra Vatsal, Wang Zimei, Simpson Matthew T, Eastwood Erik, Chakraborty Advaita, Beine Zac, Gross Derek, Cabahug Michael, Olson Greta, Blackmore Murray G

机构信息

Department of Biomedical Sciences, Marquette University, Milwaukee, WI, USA.

出版信息

Nat Commun. 2021 May 5;12(1):2555. doi: 10.1038/s41467-021-22828-3.

Abstract

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.

摘要

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。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/71d7/8099911/d52208e60d84/41467_2021_22828_Fig1_HTML.jpg

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