Nitrogen (N), phosphorus (P), and potassium (K) are
essential macronutrients that are crucial not only for maize growth and
development, but also for crop yield and quality. The genetic basis of macronutrient dynamics
and accumulation during grain filling in maize remains largely unknown. In this study, we evaluated grain N, P, and K
concentrations in 206 recombinant inbred lines generated from a cross of DH1M
and T877 at six time points after pollination.
We then calculated conditional phenotypic values at different time
intervals to explore the dynamic characteristics of the N, P, and K
concentrations. Abundant phenotypic
variations were observed in the concentrations and net changes of these
nutrients. Unconditional quantitative
trait locus (QTL) mapping revealed 41 non-redundant QTLs, including 17, 16, and
14 for the N, P, and K concentrations, respectively. Conditional QTL mapping uncovered 39
non-redundant QTLs related to net changes in the N, P, and K
concentrations. By combining QTL, gene
expression, co-expression analysis, and comparative genomic data, we identified
44, 36, and 44 candidate genes for the N, P, and K concentrations, respectively,
including GRMZM2G371058 encoding a Dof-type zinc finger DNA-binding
family protein, which was associated with the N concentration, and GRMZM2G113967 encoding a CBL-interacting protein kinase, which was related to the K
concentration. The results deepen our
understanding of the genetic factors controlling N, P, and K accumulation
during maize grain development and provide valuable genes for the genetic
improvement of nutrient concentrations in maize.