Identification of metabolic and protein markers representative of the impact of mild nitrogen deficit on agronomic performance of maize hybrids

Metabolomics. 2024 Nov 9;20(6):128. doi: 10.1007/s11306-024-02186-z.

Abstract

Introduction: A better understanding of the physiological response of silage maize to a mild reduction in nitrogen (N) fertilization and the identification of predictive biochemical markers of N utilization efficiency could contribute to limit the detrimental effect of the overuse of N inputs.

Objectives: We integrated phenotypic and biochemical data to interpret the physiology of maize in response to a mild reduction in N fertilization under agronomic conditions and identify predictive leaf metabolic and proteic markers that could be used to pilot and rationalize N fertilization.

Methods: Eco-physiological, developmental and yield-related traits were measured and complemented with metabolomic and proteomic approaches performed on young leaves of a core panel of 29 European genetically diverse dent hybrids cultivated in the field under non-limiting and reduced N fertilization conditions.

Results: Metabolome and proteome data were analyzed either individually or in an integrated manner together with eco-physiological, developmental, phenotypic and yield-related traits. They allowed to identify (i) common N-responsive metabolites and proteins that could be used as predictive markers to monitor N fertilization, (ii) silage maize hybrids that exhibit improved agronomic performance when N fertilization is reduced.

Conclusions: Among the N-responsive metabolites and proteins identified, a cytosolic NADP-dependent malic enzyme and four metabolite signatures stand out as promising markers that could be used for both breeding and agronomic purposes.

Keywords: Maize; Markers; Metabolome; Nitrogen nutrition; Proteome; Silage.

MeSH terms

  • Biomarkers* / metabolism
  • Fertilizers / analysis
  • Metabolome
  • Metabolomics / methods
  • Nitrogen* / metabolism
  • Plant Leaves / metabolism
  • Plant Proteins* / metabolism
  • Proteomics / methods
  • Zea mays* / growth & development
  • Zea mays* / metabolism

Substances

  • Nitrogen
  • Biomarkers
  • Plant Proteins
  • Fertilizers