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非生物和生物胁迫对生菜植株综合影响的表征:一种多分析方法

Characterisation of combined abiotic and biotic stresses effects on lettuce plants a multi-analysis approach.

作者信息

Bulgari Roberta, Riahi Jouhaina, Cecire Riccardo, Celi Luisella, Malandrino Mery, Stefanescu Miralles Gica, Comba Lorenzo, Alfarano Luca, Pugliese Massimo

机构信息

Department of Agricultural, Forest and Food Sciences (DISAFA), Università di Torino, Grugliasco, Italy.

Department of Agricultural and Environmental Sciences, Production, Landscape, Agro-energy (DiSAA), Università degli Studi di Milano, Milano, MI, Italy.

出版信息

Front Plant Sci. 2025 May 13;16:1550577. doi: 10.3389/fpls.2025.1550577. eCollection 2025.

Abstract

Crop losses due to abiotic and biotic (in particular fungal diseases) stresses significantly impact yields and quality in agricultural productions. Identifying strategies to prevent or mitigate those stresses is crucial for developing resilient crop systems. To this aim, a deep and complete characterisation of the main effects induced in lettuce, a representative species grown in soilless system within a greenhouse, was conducted by applying water, nutritional, and biotic stresses individually and in combination. Specifically, water stress was induced on plants by 40% irrigation deficit with respect to the reference watering practice. Nutritional stress was induced by - 40% of nitrogen (N) and phosporus (P) in the nutrient solution. As biotic stress, the one induced by Fusarium wilt (caused by f. sp. ) was considered. To characterise the effects on lettuce induced by the selected stresses, a wide set of analysis was performed, with a multidisciplinary approach: measurements involved spectral reflectance characterisation and chlorophyll assessment; at harvest, biotic stress severity quantification, based on vascular browning, was evaluated, and fresh and dry weight, chlorophylls, carotenoids, phenolics, anthocyanins, and nitrate, as well as macro, micro, and mesonutrients content were determined with destructive analysis. Results showed that Fusarium wilt had a greater effect on plants than water and nutrition stresses, reducing fresh weight (FW) by 69% while increasing antioxidants and nutrients, highlighting a shift toward stress-induced metabolic reactions. Spectral indices like Pigment Specific Simple Ratio (PSSRa) and Simple Ratio Pigment Index (SRPI) effectively detected the biotic stress, revealing significant differences between stressed and control plants, while there were no visual signs of stress or alterations in leaf color. The principal component analysis (PCA) highlighted FW, disease severity, and mineral content as key drivers of stress-induced changes, emphasizing the metabolic and physiological defense mechanisms of lettuce under biotic stress. These findings pave the way to the development of proactive, reliable, and effective methods for stress detection in lettuce cultivation, also including non-destructive optical approaches.

摘要

非生物和生物(特别是真菌病害)胁迫导致的作物损失对农业生产的产量和质量有重大影响。确定预防或减轻这些胁迫的策略对于发展有韧性的作物系统至关重要。为此,通过单独和组合施加水分、营养和生物胁迫,对温室无土系统中种植的代表性物种生菜所产生的主要影响进行了深入而全面的表征。具体而言,相对于参考浇水方式,通过40%的灌溉亏缺对植株施加水分胁迫。通过在营养液中减少40%的氮(N)和磷(P)来施加营养胁迫。作为生物胁迫,考虑了由尖孢镰刀菌引起的枯萎病所导致的胁迫。为了表征所选胁迫对生菜的影响,采用多学科方法进行了一系列广泛的分析:测量包括光谱反射率表征和叶绿素评估;在收获时,基于维管束褐变评估生物胁迫严重程度量化,并通过破坏性分析测定鲜重和干重、叶绿素、类胡萝卜素、酚类、花青素和硝酸盐,以及大量、微量和中量营养素含量。结果表明,枯萎病对植株的影响大于水分和营养胁迫,鲜重(FW)降低了69%,同时抗氧化剂和营养素增加,突出了向胁迫诱导的代谢反应的转变。色素特异性简单比值(PSSRa)和简单比值色素指数(SRPI)等光谱指数有效地检测到了生物胁迫,揭示了胁迫植株和对照植株之间的显著差异,而在胁迫或叶片颜色变化方面没有视觉迹象。主成分分析(PCA)突出了鲜重、病害严重程度和矿物质含量是胁迫诱导变化的关键驱动因素,强调了生菜在生物胁迫下的代谢和生理防御机制。这些发现为开发用于生菜栽培中胁迫检测的主动、可靠和有效方法铺平了道路,也包括非破坏性光学方法。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8c12/12106029/aff16cccc10c/fpls-16-1550577-g001.jpg

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