International Maize and Wheat Improvement Center (CIMMYT), Carretera México-Veracruz, Km. 45, El Batán, Texcoco, C.P. 56237, Mexico.
Japan International Research Center for Agricultural Science, 1-1 Ohwashi, Tsukuba, Ibaraki, 305-8686, Japan.
Sci Rep. 2023 Aug 17;13(1):13422. doi: 10.1038/s41598-023-39720-3.
Biological nitrification inhibition (BNI) is a plant function where root systems release antibiotic compounds (BNIs) specifically aimed at suppressing nitrifiers to limit soil-nitrate formation in the root zone. Little is known about BNI-activity in maize (Zea mays L.), the most important food, feed, and energy crop. Two categories of BNIs are released from maize roots; hydrophobic and hydrophilic BNIs, that determine BNI-capacity in root systems. Zeanone is a recently discovered hydrophobic compound with BNI-activity, released from maize roots. The objectives of this study were to understand/quantify the relationship between zeanone activity and hydrophobic BNI-capacity. We assessed genetic variability among 250 CIMMYT maize lines (CMLs) characterized for hydrophobic BNI-capacity and zeanone activity, towards developing genetic markers linked to this trait in maize. CMLs with high BNI-capacity and ability to release zeanone from roots were identified. GWAS was performed using 27,085 SNPs (with unique positions on the B73v.4 reference genome, and false discovery rate = 10), and phenotypic information for BNI-capacity and zeanone production from root systems. Eighteen significant markers were identified; three associated with specific BNI-activity (SBNI), four with BNI-activity per plant (BNIPP), another ten were common between SBNI and BNIPP, and one with zeanone release. Further, 30 annotated genes were associated with the significant SNPs; most of these genes are involved in pathways of "biological process", and one (AMT5) in ammonium regulation in maize roots. Although the inbred lines in this study were not developed for BNI-traits, the identification of markers associated with BNI-capacity suggests the possibility of using these genomic tools in marker-assisted selection to improve hydrophobic BNI-capacity in maize.
生物硝化抑制(BNI)是一种植物功能,根系释放抗生素化合物(BNIs),专门用于抑制硝化作用,以限制根区土壤硝酸盐的形成。关于玉米(Zea mays L.)中的 BNI 活性知之甚少,玉米是最重要的粮食、饲料和能源作物。从玉米根系释放出两类 BNIs;疏水性和亲水性 BNIs,这决定了根系的 BNI 能力。玉米酮是一种最近发现的具有 BNI 活性的疏水性化合物,从玉米根系中释放出来。本研究的目的是了解/量化玉米酮活性与疏水性 BNI 能力之间的关系。我们评估了 250 个 CIMMYT 玉米系(CMLs)之间的遗传变异,这些玉米系具有疏水性 BNI 能力和从根系释放玉米酮的能力,以开发与玉米中该性状相关的遗传标记。确定了具有高 BNI 能力和从根系释放玉米酮能力的 CMLs。使用 27,085 个 SNP(在 B73v.4 参考基因组上具有独特位置,错误发现率 = 10)进行 GWAS,并对 BNI 能力和根系中玉米酮产生的表型信息进行分析。鉴定出 18 个显著标记;三个与特定 BNI 活性(SBNI)相关,四个与每个植物的 BNI 活性(BNIPP)相关,另外十个在 SBNI 和 BNIPP 之间共同,一个与玉米酮释放相关。此外,与显著 SNP 相关的 30 个注释基因;这些基因大多数参与“生物过程”途径,一个(AMT5)参与玉米根系中的铵调节。尽管本研究中的自交系不是为 BNI 特性开发的,但与 BNI 能力相关的标记的鉴定表明,在标记辅助选择中使用这些基因组工具来提高玉米疏水性 BNI 能力的可能性。