Fast X-ray fluorescence microscopy provides high-throughput phenotyping of element distribution in seeds

Abstract

The concentration, chemical speciation, and spatial distribution of essential and toxic mineral elements in cereal seeds have important implications for human health. To identify genes responsible for element uptake, translocation, and storage, high-throughput phenotyping methods are needed to visualize element distribution and concentration in seeds. Here, we used X-ray fluorescence microscopy (μ-XRF) as a method for rapid and high-throughput phenotyping of seed libraries and developed an ImageJ-based pipeline to analyze the spatial distribution of elements. Using this method, we nondestructively scanned 4,190 ethyl methanesulfonate (EMS)-mutagenized M1 rice (Oryza sativa) seeds and 533 diverse rice accessions in a genome-wide association study (GWAS) panel to simultaneously measure concentrations and spatial distribution of elements in the embryo, endosperm, and aleurone layer. A total of 692 putative mutants and 65 loci associated with the spatial distribution of elements in rice seed were identified. This powerful method provides a basis for investigating the genetics and molecular mechanisms controlling the accumulation and spatial variations of mineral elements in plant seeds.

Plant phenotyping relevance

μ-XRFによる種子内元素分布の高速・高スループット表現型計測法を開発し、ImageJ解析パイプラインも構築して大規模集団に適用しているため、フェノタイピング手法が中心である。

Code and data availability

The paper describes an ImageJ-based µ-XRF phenotyping pipeline and GWAS/EMS screening data, but the supplied blocks contain no public deposit or authors' URL for the pipeline, images, or phenotype datasets. The only linked asset is a supplementary zip hosted on PMC, which is not an allowed URL and lacks explicit public

No evidence-backed public reproduction asset is currently recorded.