A new phenotyping method for root growth studies in compacted soil validated by GWAS in barley.

IF 4.7 2区 生物学 Q1 BIOCHEMICAL RESEARCH METHODS
Giorgia Carletti, Agostino Fricano, Elisabetta Mazzucotelli, Luigi Cattivelli
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引用次数: 0

Abstract

Background: Soil compaction is defined as the reduction of air-filled pore space affecting soil density, water conductivity and nutrient availability. These conditions negatively influence root morphology, root development and plant growth leading to yield loss. To date, the ability of roots to penetrate compacted soil has been investigated using high density agar or wax-petrolatum layers as a proxy for compaction. Nevertheless, these methods are not realistic and fail to account for the root-soil interaction that influences root growth ability.

Results: Artificially compacted soil lumps were prepared using natural field soil mixed with sand and vermiculite in a 1:1:0.2 ratio and adjusted to a final water content of 31%. A Genome Wide Association Study (GWAS) was performed to validate this new methodology, combining a panel of 139 barley cultivars with a Single Nucleotide Polymorphism (SNP) dataset of 5,317 polymorphic markers. The panel was evaluated at seedling stage for four traits: total root length, average of diameter width, seminal root number, shoot: root weight ratio and two novel Quantitative Trait Loci (QTLs) associated with total root length were identified on Chr 4 H and 5 H. Four genes (a Nitrate Transporter1 (NRT1)/Peptide Transporter (PTR) family protein 2.2, a Hedgehog-interacting-like protein, an expansin and a cyclic nucleotide-gated channel) were hypothesized as plausible candidates for further investigation, given their implication in root development. In addition, the new phenotyping method revealed an altered plagiogravitropism phenomenon in barley during root emergence in compact substrates. In uncompacted soil, only the primary root exhibits vertical gravitropic set-point angle while a variable number of embryonic seminal roots develop with a shallower growth angle. In contrast, in compacted substrate all roots developed vertically to restore the growth angle after reaching a length of 4-5 millimetres.

Conclusions: A methodology based on root-soil interaction is presented as a new method for root growth evaluation and genomic studies in seedlings growing in compacted soil.

大麦GWAS验证了一种新的压实土壤根系生长表型研究方法。
背景:土壤压实被定义为影响土壤密度、水电导率和养分有效性的充满空气的孔隙空间的减少。这些条件对根系形态、根系发育和植株生长产生不利影响,导致产量损失。迄今为止,根系穿透压实土壤的能力已被研究使用高密度琼脂或蜡凡士林层作为压实的代理。然而,这些方法是不现实的,不能解释影响根系生长能力的根-土相互作用。结果:采用田间天然土与砂土、蛭石混合,按1:1:0.2的比例进行人工夯实,最终含水率调整为31%。为了验证这一新方法,研究人员进行了一项全基因组关联研究(GWAS),将139个大麦品种与5317个多态性标记的单核苷酸多态性(SNP)数据集相结合。在苗期对各组根的总长度、平均径宽、种子根数、芽数进行评价。在Chr 4 H和5 H上发现了根重比和两个新的与根总长度相关的数量性状位点(qtl), 4个基因(硝酸盐转运蛋白1 (NRT1)/肽转运蛋白(PTR)家族蛋白2.2,刺猬相互作用样蛋白,扩张蛋白和环核苷酸门控通道)假设可能是进一步研究的候选基因,因为它们与根发育有关。此外,新的表型分析方法还揭示了大麦在致密基质下根系出苗过程中斜向倾斜现象的改变。在未压实的土壤中,只有初生根呈现垂直向地性设定角,而不同数量的胚性种子根则呈现较浅的生长角。而在压实基质中,所有的根都垂直生长,在达到4-5毫米的长度后恢复生长角度。结论:基于根-土相互作用的方法是一种新的根系生长评价和基因组研究方法。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Plant Methods
Plant Methods 生物-植物科学
CiteScore
9.20
自引率
3.90%
发文量
121
审稿时长
2 months
期刊介绍: Plant Methods is an open access, peer-reviewed, online journal for the plant research community that encompasses all aspects of technological innovation in the plant sciences. There is no doubt that we have entered an exciting new era in plant biology. The completion of the Arabidopsis genome sequence, and the rapid progress being made in other plant genomics projects are providing unparalleled opportunities for progress in all areas of plant science. Nevertheless, enormous challenges lie ahead if we are to understand the function of every gene in the genome, and how the individual parts work together to make the whole organism. Achieving these goals will require an unprecedented collaborative effort, combining high-throughput, system-wide technologies with more focused approaches that integrate traditional disciplines such as cell biology, biochemistry and molecular genetics. Technological innovation is probably the most important catalyst for progress in any scientific discipline. Plant Methods’ goal is to stimulate the development and adoption of new and improved techniques and research tools and, where appropriate, to promote consistency of methodologies for better integration of data from different laboratories.
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