» Articles » PMID: 35574122

Proteomics and Co-expression Network Analysis Reveal the Importance of Hub Proteins and Metabolic Pathways in Nicotine Synthesis and Accumulation in Tobacco ( L.)

Overview
Journal Front Plant Sci
Date 2022 May 16
PMID 35574122
Authors
Affiliations
Soon will be listed here.
Abstract

Nicotine is a unique alkaloid present in tobacco that is widely used in cigarettes and in the agricultural, chemical, and pharmaceutical industries. However, the research on nicotine is mostly limited to its synthesis pathways, and only a few studies have explored the effects of other metabolic pathways on nicotine precursors. Regulating the nicotine content in tobacco can greatly promoting the application of nicotine in other fields. In this study, we performed global data-independent acquisition proteomics analysis of four tobacco varieties. Of the four varieties, one had high nicotine content and three had a low nicotine content. A total of 31,259 distinct peptides and 6,018 proteins across two samples were identified. A total of 45 differentially expressed proteins (DEPs) co-existed in the three comparison groups and were mainly involved in the transport and metallic processes of the substances. Most DEPs were enriched in the biosynthesis of secondary metals, glutathione metabolism, carbon metabolism, and glycolysis/gluconeogenesis. In addition, the weighted gene co-expression network analysis identified an expression module closely related to the nicotine content (Brown, = 0.74, = 0.006). Gene Ontology annotation and Kyoto Encyclopaedia of Genes and Genomes enrichment analysis showed that the module proteins were mainly involved in the synthesis and metabolism of nicotine precursors such as arginine, ornithine aspartate, proline, and glutathione. The increased levels of these precursors lead to the synthesis and accumulation of nicotine in plants. More importantly, these proteins regulate nicotine synthesis by affecting the formation of putrescine, which is the core intermediate product in nicotine anabolism. Our results provide a reference for tobacco variety selection with a suitable nicotine content and regulation of the nicotine content. Additionally, the results highlight the importance of other precursor metabolism in nicotine synthesis.

Citing Articles

Proteomics: An Essential Tool to Study Plant-Specialized Metabolism.

Martinez-Esteso M, Morante-Carriel J, Samper-Herrero A, Martinez-Marquez A, Selles-Marchart S, Najera H Biomolecules. 2025; 14(12.

PMID: 39766246 PMC: 11674799. DOI: 10.3390/biom14121539.


Current Status and De Novo Synthesis of Anti-Tumor Alkaloids in .

Habib M, Islam M, Islam M, Hasan M, Baek K Metabolites. 2023; 13(5).

PMID: 37233664 PMC: 10222625. DOI: 10.3390/metabo13050623.


From Classical to Modern Computational Approaches to Identify Key Genetic Regulatory Components in Plant Biology.

Acien J, Canizares E, Candela H, Gonzalez-Guzman M, Arbona V Int J Mol Sci. 2023; 24(3).

PMID: 36768850 PMC: 9916757. DOI: 10.3390/ijms24032526.

References
1.
Hochholdinger F, Marcon C, Baldauf J, Yu P, Frey F . Proteomics of Maize Root Development. Front Plant Sci. 2018; 9:143. PMC: 5844967. DOI: 10.3389/fpls.2018.00143. View

2.
Hu X, Wang H, Li K, Wu Y, Liu Z, Huang C . Genome-wide proteomic profiling reveals the role of dominance protein expression in heterosis in immature maize ears. Sci Rep. 2017; 7(1):16130. PMC: 5700959. DOI: 10.1038/s41598-017-15985-3. View

3.
Steppuhn A, Gase K, Krock B, Halitschke R, Baldwin I . Nicotine's defensive function in nature. PLoS Biol. 2004; 2(8):E217. PMC: 509292. DOI: 10.1371/journal.pbio.0020217. View

4.
Demichev V, Messner C, Vernardis S, Lilley K, Ralser M . DIA-NN: neural networks and interference correction enable deep proteome coverage in high throughput. Nat Methods. 2019; 17(1):41-44. PMC: 6949130. DOI: 10.1038/s41592-019-0638-x. View

5.
Baldwin I . Mechanism of damage-induced alkaloid production in wild tobacco. J Chem Ecol. 2013; 15(5):1661-80. DOI: 10.1007/BF01012392. View