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鉴定代表轻度氮亏缺对玉米杂交种农艺性能影响的代谢和蛋白质标记物。

Identification of metabolic and protein markers representative of the impact of mild nitrogen deficit on agronomic performance of maize hybrids.

机构信息

INRAE, Université de Liège, Université de Lille, Université de Picardie Jules Verne, UMR BioEcoAgro, AgroImpact, Site d'Estrées Mons, 80203, Péronne, France.

INRAE, Univ. Bordeaux, Biologie du Fruit et Pathologie, UMR1332, Centre INRAE de Nouvelle-Aquitaine Bordeaux, 33140, Villenave d'Ornon, France.

出版信息

Metabolomics. 2024 Nov 9;20(6):128. doi: 10.1007/s11306-024-02186-z.

Abstract

INTRODUCTION

A better understanding of the physiological response of silage maize to a mild reduction in nitrogen (N) fertilization and the identification of predictive biochemical markers of N utilization efficiency could contribute to limit the detrimental effect of the overuse of N inputs.

OBJECTIVES

We integrated phenotypic and biochemical data to interpret the physiology of maize in response to a mild reduction in N fertilization under agronomic conditions and identify predictive leaf metabolic and proteic markers that could be used to pilot and rationalize N fertilization.

METHODS

Eco-physiological, developmental and yield-related traits were measured and complemented with metabolomic and proteomic approaches performed on young leaves of a core panel of 29 European genetically diverse dent hybrids cultivated in the field under non-limiting and reduced N fertilization conditions.

RESULTS

Metabolome and proteome data were analyzed either individually or in an integrated manner together with eco-physiological, developmental, phenotypic and yield-related traits. They allowed to identify (i) common N-responsive metabolites and proteins that could be used as predictive markers to monitor N fertilization, (ii) silage maize hybrids that exhibit improved agronomic performance when N fertilization is reduced.

CONCLUSIONS

Among the N-responsive metabolites and proteins identified, a cytosolic NADP-dependent malic enzyme and four metabolite signatures stand out as promising markers that could be used for both breeding and agronomic purposes.

摘要

简介

更好地理解青贮玉米对轻度减少氮(N)施肥的生理反应,并确定氮利用效率的预测生化标记物,有助于限制过度使用 N 投入的不利影响。

目的

我们整合了表型和生化数据,以解释在农业条件下轻度减少 N 施肥时玉米的生理反应,并确定预测叶片代谢和蛋白质标记物,可用于指导和合理化 N 施肥。

方法

在非限制和减少 N 施肥条件下,对 29 个欧洲遗传多样性的硬质杂交种核心品系的幼叶进行生态生理、发育和与产量相关的性状测量,并补充代谢组学和蛋白质组学方法。

结果

代谢组学和蛋白质组学数据分别进行分析,或者与生态生理、发育、表型和产量相关的性状一起进行综合分析。它们可以识别出(i)共同的 N 响应代谢物和蛋白质,可用作监测 N 施肥的预测标记物,(ii)当 N 施肥减少时,青贮玉米杂种表现出更好的农艺性能。

结论

在鉴定出的 N 响应代谢物和蛋白质中,细胞质 NADP 依赖性苹果酸酶和四个代谢物特征作为有前途的标记物脱颖而出,可用于育种和农业目的。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/6164/11550246/5154b01b123b/11306_2024_2186_Fig1_HTML.jpg

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