Visualization and Quantitative Evaluation of Functional Structures of Soybean Root Nodules via Synchrotron X-ray Imaging.

IF 7.6 1区 农林科学 Q1 AGRONOMY Plant Phenomics Pub Date : 2024-07-17 eCollection Date: 2024-01-01 DOI:10.34133/plantphenomics.0203
Alireza Nakhforoosh, Emil Hallin, Chithra Karunakaran, Malgorzata Korbas, Jarvis Stobbs, Leon Kochian
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Abstract

The efficiency of N2-fixation in legume-rhizobia symbiosis is a function of root nodule activity. Nodules consist of 2 functionally important tissues: (a) a central infected zone (CIZ), colonized by rhizobia bacteria, which serves as the site of N2-fixation, and (b) vascular bundles (VBs), serving as conduits for the transport of water, nutrients, and fixed nitrogen compounds between the nodules and plant. A quantitative evaluation of these tissues is essential to unravel their functional importance in N2-fixation. Employing synchrotron-based x-ray microcomputed tomography (SR-μCT) at submicron resolutions, we obtained high-quality tomograms of fresh soybean root nodules in a non-invasive manner. A semi-automated segmentation algorithm was employed to generate 3-dimensional (3D) models of the internal root nodule structure of the CIZ and VBs, and their volumes were quantified based on the reconstructed 3D structures. Furthermore, synchrotron x-ray fluorescence imaging revealed a distinctive localization of Fe within CIZ tissue and Zn within VBs, allowing for their visualization in 2 dimensions. This study represents a pioneer application of the SR-μCT technique for volumetric quantification of CIZ and VB tissues in fresh, intact soybean root nodules. The proposed methods enable the exploitation of root nodule's anatomical features as novel traits in breeding, aiming to enhance N2-fixation through improved root nodule activity.

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通过同步辐射 X 射线成像对大豆根瘤的功能结构进行可视化和定量评估
豆科植物与根瘤菌共生过程中的氮固定效率是根瘤活性的一个函数。根瘤由两个功能重要的组织组成:(a) 中央感染区(CIZ),由根瘤菌定殖,是固定氮的场所;(b) 维管束(VB),是在根瘤和植物之间运输水分、养分和固定氮化合物的通道。对这些组织进行定量评估对于揭示它们在固定氮过程中的重要功能至关重要。利用亚微米分辨率的同步辐射 X 射线微计算机断层扫描(SR-μCT),我们以非侵入方式获得了新鲜大豆根瘤的高质量断层图像。采用半自动分割算法生成了 CIZ 和 VB 内部根瘤结构的三维(3D)模型,并根据重建的三维结构量化了它们的体积。此外,同步辐射 X 射线荧光成像显示了 CIZ 组织内铁和 VB 内锌的独特定位,从而实现了它们的二维可视化。这项研究开创性地将 SR-μCT 技术应用于新鲜、完整大豆根瘤中 CIZ 和 VB 组织的体积量化。所提出的方法可将根瘤的解剖特征作为育种中的新性状加以利用,目的是通过提高根瘤活性来增强 N2 固定。
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来源期刊
Plant Phenomics
Plant Phenomics Multiple-
CiteScore
8.60
自引率
9.20%
发文量
26
审稿时长
14 weeks
期刊介绍: Plant Phenomics is an Open Access journal published in affiliation with the State Key Laboratory of Crop Genetics & Germplasm Enhancement, Nanjing Agricultural University (NAU) and published by the American Association for the Advancement of Science (AAAS). Like all partners participating in the Science Partner Journal program, Plant Phenomics is editorially independent from the Science family of journals. The mission of Plant Phenomics is to publish novel research that will advance all aspects of plant phenotyping from the cell to the plant population levels using innovative combinations of sensor systems and data analytics. Plant Phenomics aims also to connect phenomics to other science domains, such as genomics, genetics, physiology, molecular biology, bioinformatics, statistics, mathematics, and computer sciences. Plant Phenomics should thus contribute to advance plant sciences and agriculture/forestry/horticulture by addressing key scientific challenges in the area of plant phenomics. The scope of the journal covers the latest technologies in plant phenotyping for data acquisition, data management, data interpretation, modeling, and their practical applications for crop cultivation, plant breeding, forestry, horticulture, ecology, and other plant-related domains.
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