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Transcriptomic Sequencing and Co-Expression Network Analysis on Key Genes and Pathways Regulating Nitrogen Use Efficiency in Myriophyllum aquaticum
- Source :
- International Journal of Molecular Sciences, Volume 20, Issue 7, International Journal of Molecular Sciences, Vol 20, Iss 7, p 1587 (2019)
- Publication Year :
- 2019
- Publisher :
- Multidisciplinary Digital Publishing Institute, 2019.
-
Abstract
- Massively input and accumulated ammonium is one of the main causes of eutrophication in aquatic ecosystems, which severely deteriorates water quality. Previous studies showed that one of the commonly used macrophytes, Myriophyllum aquaticum, was capable of not only withstanding ammonium of high concentration, but also efficiently assimilating extracellular ammonium to constitutive amino acids and proteins. However, the genetic mechanism regulating such efficient nitrogen metabolism in M. aquaticum is still poorly understood. Therefore, RNA-based analysis was performed in this study to understand the ammonium regulatory mechanism in M. aquaticum in response to various concentrations of ammonium. A total of 7721 genes were differentially expressed, of which those related to nitrogen-transport, assimilation, and remobilization were highly-regulated in response to various concentrations of ammonium. We have also identified transcription factors and protein kinases that were rapidly induced in response to ammonium, which suggests their involvement in ammonium-mediated signalling. Meanwhile, secondary metabolism including phenolics and anthocyanins biosynthesis was also activated in response to various concentrations of ammonium, especially at high ammonium concentrations. These results proposed a complex physiological and genetic regulation network related to nitrogen, carbohydrate, transcription factors, and secondary metabolism for nitrogen use efficiency in M. aquaticum.
- Subjects :
- 0106 biological sciences
0301 basic medicine
constructed wetlands
co-expression network analysis
01 natural sciences
nitrogen use efficiency
nitrogen metabolism
lcsh:Chemistry
Transcriptome
chemistry.chemical_compound
Gene Expression Regulation, Plant
Ammonium Compounds
Gene Regulatory Networks
Amino Acids
Saxifragales
lcsh:QH301-705.5
Spectroscopy
biology
Myriophyllum aquaticum
General Medicine
Computer Science Applications
Phenotype
Biochemistry
Multigene Family
transcriptome factors
Nitrogen
Carbohydrate metabolism
Genes, Plant
Article
Catalysis
Inorganic Chemistry
03 medical and health sciences
Biosynthesis
RNA-sequence
Ammonium
carbohydrate metabolism
Physical and Theoretical Chemistry
Secondary metabolism
Molecular Biology
Transcription factor
Nitrogen cycle
secondary metabolism
Sequence Analysis, RNA
Gene Expression Profiling
Organic Chemistry
Reproducibility of Results
biology.organism_classification
Plant Leaves
Gene Ontology
030104 developmental biology
lcsh:Biology (General)
lcsh:QD1-999
chemistry
Transcription Factors
010606 plant biology & botany
Subjects
Details
- Language :
- English
- ISSN :
- 14220067
- Database :
- OpenAIRE
- Journal :
- International Journal of Molecular Sciences
- Accession number :
- edsair.doi.dedup.....08c0613ab1b79d37b79701ef9aeb33cc
- Full Text :
- https://doi.org/10.3390/ijms20071587