Abiotic Stress-Responsive miRNA and Transcription Factor-Mediated Gene Regulatory Network in Oryza sativa: Construction and Structural Measure Study

被引:13
|
作者
Sharma, Rinku [1 ]
Upadhyay, Shashankaditya [2 ]
Bhattacharya, Sudeepto [3 ]
Singh, Ashutosh [1 ]
机构
[1] Shiv Nadar Univ, Dept Life Sci, Gautam Buddha Nagar, India
[2] Indian Inst Technol, Dept Elect Engn, New Delhi, India
[3] Shiv Nadar Univ, Dept Math, Gautam Buddha Nagar, India
关键词
Oryza sativa; microRNA; transcription factor; regulatory network; post-transcriptional regulation; target mimics; RICE; TOLERANCE; TARGETS; ORIGIN; SLICER;
D O I
10.3389/fgene.2021.618089
中图分类号
Q3 [遗传学];
学科分类号
071007 ; 090102 ;
摘要
Climate changes and environmental stresses have a consequential association with crop plant growth and yield, meaning it is necessary to cultivate crops that have tolerance toward the changing climate and environmental disturbances such as water stress, temperature fluctuation, and salt toxicity. Recent studies have shown that trans-acting regulatory elements, including microRNAs (miRNAs) and transcription factors (TFs), are emerging as promising tools for engineering naive improved crop varieties with tolerance for multiple environmental stresses and enhanced quality as well as yield. However, the interwoven complex regulatory function of TFs and miRNAs at transcriptional and post-transcriptional levels is unexplored in Oryza sativa. To this end, we have constructed a multiple abiotic stress responsive TF-miRNA-gene regulatory network for O. sativa using a transcriptome and degradome sequencing data meta-analysis approach. The theoretical network approach has shown the networks to be dense, scale-free, and small-world, which makes the network stable. They are also invariant to scale change where an efficient, quick transmission of biological signals occurs within the network on extrinsic hindrance. The analysis also deciphered the existence of communities (cluster of TF, miRNA, and genes) working together to help plants in acclimatizing to multiple stresses. It highlighted that genes, TFs, and miRNAs shared by multiple stress conditions that work as hubs or bottlenecks for signal propagation, for example, during the interaction between stress-responsive genes (TFs/miRNAs/other genes) and genes involved in floral development pathways under multiple environmental stresses. This study further highlights how the fine-tuning feedback mechanism works for balancing stress tolerance and how timely flowering enable crops to survive in adverse conditions. This study developed the abiotic stress-responsive regulatory network, APRegNet database (http://lms.snu.edu.in/APRegNet), which may help researchers studying the roles of miRNAs and TFs. Furthermore, it advances current understanding of multiple abiotic stress tolerance mechanisms.
引用
收藏
页数:13
相关论文
共 22 条
  • [21] Construction of a long non-coding RNA-mediated transcription factor and gene regulatory triplet network reveals global patterns and biomarkers for ischemic stroke
    Cao, Yuze
    Wang, Jianjian
    Lu, Xiaoyu
    Kong, Xiaotong
    Bo, Chunrui
    Li, Shuang
    Li, Jie
    Sun, Xuesong
    Wang, Na
    Tian, Kuo
    Zhang, Huixue
    Cui, Liying
    INTERNATIONAL JOURNAL OF MOLECULAR MEDICINE, 2020, 45 (02) : 333 - 342
  • [22] Genome-wide investigation and expression analysis of APETALA-2 transcription factor subfamily reveals its evolution, expansion and regulatory role in abiotic stress responses in Indica Rice (Oryza sativa L. ssp. indica)
    Ahmed, Sohaib
    Rashid, Muhammad Abdul Rehman
    Zafar, Syed Adeel
    Azhar, Muhammad Tehseen
    Waqas, Muhammad
    Uzair, Muhammad
    Rana, Iqrar Ahmad
    Azeem, Farrukh
    Chung, Gyuhwa
    Ali, Zulfiqar
    Atif, Rana Muhammad
    GENOMICS, 2021, 113 (01) : 1029 - 1043