Single-kernel ionomic profiles are highly heritable indicators of genetic and environmental influences on elemental accumulation in maize grain (Zea mays)

PLoS One. 2014 Jan 29;9(1):e87628. doi: 10.1371/journal.pone.0087628. eCollection 2014.

Abstract

The ionome, or elemental profile, of a maize kernel can be viewed in at least two distinct ways. First, the collection of elements within the kernel are food and feed for people and animals. Second, the ionome of the kernel represents a developmental end point that can summarize the life history of a plant, combining genetic programs and environmental interactions. We assert that single-kernel-based phenotyping of the ionome is an effective method of analysis, as it represents a reasonable compromise between precision, efficiency, and power. Here, we evaluate potential pitfalls of this sampling strategy using several field-grown maize sample sets. We demonstrate that there is enough genetically determined diversity in accumulation of many of the elements assayed to overcome potential artifacts. Further, we demonstrate that environmental signals are detectable through their influence on the kernel ionome. We conclude that using single kernels as the sampling unit is a valid approach for understanding genetic and environmental effects on the maize kernel ionome.

Publication types

  • Research Support, U.S. Gov't, Non-P.H.S.

MeSH terms

  • Ecosystem
  • Genes, Plant
  • Quantitative Trait Loci
  • Seeds / genetics*
  • Seeds / metabolism
  • Trace Elements / metabolism*
  • Zea mays / genetics*
  • Zea mays / metabolism

Substances

  • Trace Elements

Grants and funding

This research was supported in part by the U.S. National Science Foundation, Plant Genome Research Program (grant #IOS 0701119 awarded to David Salt and grant #IOS 1126950 awarded to Ivan Baxter and Owen Hoekenga) and United States Department of Agriculture-Agricultural Research Service Intramural funds to Ivan Baxter. The funders had no role in study design, data collection and analysis, decision to publish, or preparation of the manuscript.