Hierarchical graphical model reveals HFR1 bridging circadian rhythm and flower development in Arabidopsis thaliana
文献类型：期刊论文
| 作者 | Duren, Zhana2,3; Wang, Yaling4,5; Wang, Jiguang6; Zhao, Xing-Ming1,7; Lv, Le8; Li, Xiaobo9; Liu, Jingdong8; Zhu, Xin-Guang4,5; Chen, Luonan10,11,12,13; Wang, Yong2,3,11
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| 刊名 | NPJ SYSTEMS BIOLOGY AND APPLICATIONS
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| 出版日期 | 2019-08-12 |
| 卷号 | 5页码:11 |
| DOI | 10.1038/s41540-019-0106-3 |
| 英文摘要 | To study systems-level properties of the cell, it is necessary to go beyond individual regulators and target genes to study the regulatory network among transcription factors (TFs). However, it is difficult to directly dissect the TFs mediated genome-wide gene regulatory network (GRN) by experiment. Here, we proposed a hierarchical graphical model to estimate TF activity from mRNA expression by building TF complexes with protein cofactors and inferring TF's downstream regulatory network simultaneously. Then we applied our model on flower development and circadian rhythm processes in Arabidopsis thaliana. The computational results show that the sequence specific bHLH family TF HFR1 recruits the chromatin regulator HAC1 to flower development master regulator TF AG and further activates AG's expression by histone acetylation. Both independent data and experimental results supported this discovery. We also found a flower tissue specific H3K27ac ChIP-seq peak at AG gene body and a HFR1 motif in the center of this H3K27ac peak. Furthermore, we verified that HFR1 physically interacts with HAC1 by yeast two-hybrid experiment. This HFR1-HAC1-AG triplet relationship may imply that flower development and circadian rhythm are bridged by epigenetic regulation and enrich the classical ABC model in flower development. In addition, our TF activity network can serve as a general method to elucidate molecular mechanisms on other complex biological regulatory processes. |
| 资助项目 | Strategic Priority Research Program of the Chinese Academy of Sciences[XDB13000000] ; National Key R&D Program of China[2017YFA0505500] ; National Key R&D Program of China[2018YFC09105] ; Monsanto Company ; National Natural Science Foundation of China (NSFC)[11871463] ; National Natural Science Foundation of China (NSFC)[61671444] ; National Natural Science Foundation of China (NSFC)[61621003] ; National Natural Science Foundation of China (NSFC)[31771476] ; National Natural Science Foundation of China (NSFC)[61772368] ; National Natural Science Foundation of China (NSFC)[61572363] ; Natural Science Foundation of Shanghai[17ZR1445600] ; Shanghai Municipal Science and Technology Major Project[2018SHZDZX01] ; CAS strategic leading project[XDA08020301] ; ZHANGJIANG LAB |
| WOS研究方向 | Mathematical & Computational Biology |
| 语种 | 英语 |
| WOS记录号 | WOS:000496187800001 |
| 出版者 | NATURE PUBLISHING GROUP |
| 源URL | [http://ir.amss.ac.cn/handle/2S8OKBNM/50648]  |
| 专题 | 应用数学研究所 |
| 通讯作者 | Liu, Jingdong; Zhu, Xin-Guang; Chen, Luonan; Wang, Yong |
| 作者单位 | 1.Fudan Univ, Inst Sci & Technol Brain Inspired Intelligence, Shanghai 200433, Peoples R China 2.Chinese Acad Sci, Acad Math & Syst Sci, MDIS, CEMS,NCMIS, Beijing 100190, Peoples R China 3.Univ Chinese Acad Sci, Beijing 100049, Peoples R China 4.Chinese Acad Sci, State Key Lab Mol Plant Sci, Shanghai 200032, Peoples R China 5.Chinese Acad Sci, Ctr Excellence Mol Plant Sci, Shanghai 200032, Peoples R China 6.Hong Kong Univ Sci & Technol, State Key Lab Mol Neurosci, Ctr Syst Biol & Human Hlth, Div Life Sci,Dept Chem & Biol Engn, Hong Kong, Peoples R China 7.Minist Educ, Key Lab Computat Neurosci & Brain Inspired Intell, Shanghai, Peoples R China 8.Bayer US Crop Sci, Monsanto Legal Ent, St Louis, MO 63156 USA 9.Carnegie Inst Sci, Dept Plant Biol, 260 Panama St, Stanford, CA 94305 USA 10.Chinese Acad Sci, Ctr Excellence Mol Cell Sci, Inst Biochem & Cell Biol, Key Lab Syst Biol, Shanghai 200031, Peoples R China |
| 推荐引用方式 GB/T 7714 | Duren, Zhana,Wang, Yaling,Wang, Jiguang,et al. Hierarchical graphical model reveals HFR1 bridging circadian rhythm and flower development in Arabidopsis thaliana[J]. NPJ SYSTEMS BIOLOGY AND APPLICATIONS,2019,5:11. |
| APA | Duren, Zhana.,Wang, Yaling.,Wang, Jiguang.,Zhao, Xing-Ming.,Lv, Le.,...&Wang, Yong.(2019).Hierarchical graphical model reveals HFR1 bridging circadian rhythm and flower development in Arabidopsis thaliana.NPJ SYSTEMS BIOLOGY AND APPLICATIONS,5,11. |
| MLA | Duren, Zhana,et al."Hierarchical graphical model reveals HFR1 bridging circadian rhythm and flower development in Arabidopsis thaliana".NPJ SYSTEMS BIOLOGY AND APPLICATIONS 5(2019):11. |
入库方式： OAI收割
来源：数学与系统科学研究院
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