Institute of Crop Science, National Agriculture and Food Research Organization, 2-1-2, Kan-non-dai, Tsukuba, Ibaraki, 305-8518, Japan.
Research Center for Agricultural Information Technology, National Agriculture and Food Research Organization, 2-14-1 Nishi-shinbashi, Minato-ku, Tokyo, 105-0003, Japan.
Ann Bot. 2024 Oct 30;134(4):593-602. doi: 10.1093/aob/mcae101.
Root system architecture (RSA) plays a key role in plant adaptation to drought, because deep rooting enables better water uptake than shallow rooting under terminal drought. Understanding RSA during early plant development is essential for improving crop yields, because early drought can affect subsequent shoot growth. Herein, we demonstrate that root distribution in the topsoil significantly impacts shoot growth during the early stages of rice (Oryza sativa) development under drought, as assessed through three-dimensional image analysis.
We used 109 F12 recombinant inbred lines obtained from a cross between shallow-rooting lowland rice and deep-rooting upland rice, representing a population with diverse RSA. We applied a moderate drought during the early development of rice grown in a plant pot (25 cm in height) by stopping irrigation 14 days after sowing. Time-series RSA at 14, 21 and 28 days after sowing was visualized by X-ray computed tomography and, subsequently, compared between drought and well-watered conditions. After this analysis, we investigated drought-avoidant RSA further by testing 20 randomly selected recombinant inbred lines in drought conditions.
We inferred the root location that most influences shoot growth using a hierarchical Bayes approach: the root segment depth that impacted shoot growth positively ranged between 1.7 and 3.4 cm in drought conditions and between 0.0 and 1.7 cm in well-watered conditions. Drought-avoidant recombinant inbred lines had a higher root density in the lower layers of the topsoil compared with the others.
Fine classification of soil layers using three-dimensional image analysis revealed that increasing root density in the lower layers of the topsoil, rather than in the subsoil, is advantageous for drought avoidance during the early growth stage of rice.
根系结构(RSA)在植物适应干旱中起着关键作用,因为深根比浅根在干旱末期更有利于吸水。了解植物早期发育过程中的 RSA 对于提高作物产量至关重要,因为早期干旱会影响随后的地上部生长。在此,我们通过三维图像分析表明,在旱地水稻发育的早期阶段,表土中的根分布对干旱条件下的地上部生长有显著影响。
我们使用了浅根水稻和深根陆稻杂交得到的 109 个 F12 重组自交系,这些自交系代表了具有不同 RSA 的群体。在水稻盆栽(高 25 厘米)中,在播种后 14 天停止灌溉,以中度干旱处理。通过 X 射线计算机断层扫描对播种后 14、21 和 28 天的 RSA 进行时间序列可视化,并在干旱和充分供水条件下进行比较。在这项分析之后,我们通过在干旱条件下测试 20 个随机选择的重组自交系,进一步研究了耐旱 RSA。
我们使用分层贝叶斯方法推断出对地上部生长影响最大的根位置:在干旱条件下,对地上部生长有积极影响的根段深度范围在 1.7 到 3.4 厘米之间,在充分供水条件下则在 0.0 到 1.7 厘米之间。耐旱性重组自交系与其他系相比,在表土的较低层具有更高的根密度。
使用三维图像分析对土壤层进行精细分类表明,在水稻早期生长阶段,增加表土较低层的根密度而不是亚土层的根密度有利于耐旱。