Unravelling the interplay of different traits and parameters related to nitrogen use efficiency in wheat for climate-resilient agriculture

IF 3.7 2区 农林科学 Q1 AGRONOMY
Gayatri, Puja Mandal, Karnam Venkatesh, Pranab Kumar Mandal
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引用次数: 0

Abstract

Enhancing Nitrogen Use Efficiency (NUE) is extremely important towards mitigating climate change, especially in wheat where the NUE is less than 50%. Hence, optimizing grain yield under reduced application of nitrogenous fertilizer is a significant challenge. To address this challenge, a comprehensive study was conducted to investigate various agronomic traits and morphological, biochemical and molecular parameters related to NUE. This study explored their interrelationships and effects on grain yield, providing novel insights that were not previously reported. A set of 278 diverse wheat genotypes were assessed, encompassing eight NUE-related field traits. All traits' values were reduced under stressed N (ranging from 7.5% to 77.5%) except Nitrogen Utilization Efficiency (NUtE) and NUE. Data analysis showed a significant positive correlation between grain yield and all other NUE-related traits (r2 value ranged from .23 to 1.00), highlighting their relevance in comprehending the biological NUE of wheat plants. Principal component analysis (PCA) also revealed that N at head and N at harvest were more connected with gain yield, NUE and biomass under the optimum N condition, but less connected with gain yield and NUE under the stressed N condition. To complement the field data, representative genotypes were further subjected to a hydroponics experiment under absolute N control to study the different morphological parameters, photosynthetic pigments and the performance of essential N- and C-metabolizing enzymes at the seedling stage. N stress had a detrimental impact on the majority of the parameters (−0.84% to −79.8%). Nitrite reductase (NiR), glutamate dehydrogenase (GDH) and isocitrate dehydrogenase (ICDH) enzymes as well as root length (RL), root fresh weight (RFW) and CS transcript, were positively affected by 5.9%–35.6%. The correlation analysis highlighted the substantial influence of four key N-metabolizing enzymes, namely nitrate reductase (NR), glutamine synthetase (GS), glutamate oxo-glutarate aminotransferase (GOGAT), and GDH on grain yield. Additionally, this study highlighted the direct and indirect associations between seedling parameters and field traits, where shoot and root length were found to be most significant for N acquisition, especially under N stress. In conclusion, these findings offer valuable insights into the intricate network of traits and parameters influencing wheat grain yield under varying N regimes.

揭示与小麦氮利用效率有关的不同性状和参数的相互作用,促进气候适应性农业的发展
提高氮利用效率(NUE)对减缓气候变化极为重要,尤其是在氮利用效率低于 50%的小麦中。因此,在减少氮肥施用量的情况下优化谷物产量是一项重大挑战。为了应对这一挑战,我们开展了一项综合研究,以调查与 NUE 相关的各种农艺性状以及形态学、生物化学和分子参数。这项研究探讨了它们之间的相互关系以及对谷物产量的影响,提供了以前未曾报道过的新见解。研究评估了 278 种不同的小麦基因型,包括 8 个与 NUE 相关的田间性状。除氮利用效率(NUtE)和氮利用效率(NUE)外,所有性状值在氮胁迫下都有所降低(从 7.5% 到 77.5%)。数据分析显示,谷物产量与所有其他与氮利用效率相关的性状之间存在明显的正相关(r2 值在 0.23 至 1.00 之间),这表明它们与理解小麦植株的生物氮利用效率息息相关。主成分分析(PCA)还显示,在最适氮肥条件下,头茬氮和收获期氮与增产、净利用效率和生物量的关系更密切,但在胁迫氮肥条件下,头茬氮和收获期氮与增产和净利用效率的关系较小。为了补充田间数据,对代表性基因型进一步进行了绝对氮控制下的水培实验,以研究不同的形态参数、光合色素以及幼苗期必需的氮和碳代谢酶的表现。氮胁迫对大多数参数都有不利影响(-0.84% 至 -79.8%)。亚硝酸盐还原酶(NiR)、谷氨酸脱氢酶(GDH)和异柠檬酸脱氢酶(ICDH)以及根长(RL)、根鲜重(RFW)和 CS 转录物受到了 5.9%-35.6% 的积极影响。相关性分析强调了硝酸还原酶(NR)、谷氨酰胺合成酶(GS)、谷氨酸氧-谷氨酸氨基转移酶(GOGAT)和 GDH 这四种关键的氮代谢酶对谷物产量的重大影响。此外,本研究还强调了幼苗参数与田间性状之间的直接和间接关联,其中发现芽和根的长度对氮的获取最有意义,尤其是在氮胁迫下。总之,这些研究结果为了解不同氮素制度下影响小麦籽粒产量的性状和参数的复杂网络提供了宝贵的见解。
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来源期刊
Journal of Agronomy and Crop Science
Journal of Agronomy and Crop Science 农林科学-农艺学
CiteScore
8.20
自引率
5.70%
发文量
54
审稿时长
7.8 months
期刊介绍: The effects of stress on crop production of agricultural cultivated plants will grow to paramount importance in the 21st century, and the Journal of Agronomy and Crop Science aims to assist in understanding these challenges. In this context, stress refers to extreme conditions under which crops and forages grow. The journal publishes original papers and reviews on the general and special science of abiotic plant stress. Specific topics include: drought, including water-use efficiency, such as salinity, alkaline and acidic stress, extreme temperatures since heat, cold and chilling stress limit the cultivation of crops, flooding and oxidative stress, and means of restricting them. Special attention is on research which have the topic of narrowing the yield gap. The Journal will give preference to field research and studies on plant stress highlighting these subsections. Particular regard is given to application-oriented basic research and applied research. The application of the scientific principles of agricultural crop experimentation is an essential prerequisite for the publication. Studies based on field experiments must show that they have been repeated (at least three times) on the same organism or have been conducted on several different varieties.
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