Integrative physiological, metabolomic and transcriptomic analysis reveals nitrogen preference and carbon and nitrogen metabolism in blackberry plants

J Plant Physiol. 2023 Jan:280:153888. doi: 10.1016/j.jplph.2022.153888. Epub 2022 Dec 23.

Abstract

Nitrogen (N) is an indispensable element for plant growth and development. To understand the regulation of underlying carbon (C) and N metabolism in blackberry plants, we performed integrated analyses of the physiology, metabolome and transcriptome. Blackberry plants were subjected to no N, nitrate (NO3⁻)-N, ammonium (NH4+)-N and urea treatments. Our results showed that the NH4⁺-N treatment yielded higher values for the biomass, chlorophyll, antioxidants, N contents and antioxidant enzyme activities, as well as lower levels of free radicals and the C/N ratio compared with other treatments. Transcriptome analysis showed that different N forms significantly affected photosynthesis, flavonoid biosynthesis and the TCA cycle. Metabolome analysis indicated that the levels of lipids, carbohydrates, flavonoids and amino acids were markedly changed under different N treatments. Integrated transcriptomic and metabolomic data revealed that amino acids, including proline, arginine, L-isoleucine, L-aspartate, threonine, and L-glutamate, played important roles in maintaining normal plant growth by regulating N metabolism and amino acid metabolism. Overall, blackberry plants preferentially take up NH4⁺-N. Under the NH4⁺-N treatment, N assimilation was stronger, flavonoid biosynthesis was decreased, and the promoting influence of NH4⁺-N on N metabolism was better than that of NO3⁻-N. However, the NO3⁻-N treatment enhanced the C/N ratio, accelerated the process of C metabolism and increased the synthesis of flavonoids, thereby accelerating the flow of N metabolism to C metabolism. These results provide deeper insight into coordinating C and N metabolism and improving N use efficiency in blackberry plants.

Keywords: Blackberry; Carbon metabolism; Metabolome; Nitrogen; Preference; Transcriptome.

MeSH terms

  • Amino Acids / metabolism
  • Ammonium Compounds* / metabolism
  • Carbon / metabolism
  • Flavonoids / metabolism
  • Gene Expression Profiling
  • Nitrates / metabolism
  • Nitrogen / metabolism
  • Plant Leaves / metabolism
  • Rubus* / metabolism
  • Transcriptome

Substances

  • Nitrogen
  • Carbon
  • Ammonium Compounds
  • Amino Acids
  • Flavonoids
  • Nitrates