Transcriptomic and predictive modeling reveal photosynthetic and stress responses associated with ALAD silencing in citrus.

IF 4.4 3区 生物学 Q1 PLANT SCIENCES
Planta Pub Date : 2026-09-07 DOI:10.1007/s00425-026-05147-z
Lamiaa M Mahmoud, Nabil Killiny
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引用次数: 0

Abstract

Main conclusion: Suppression of δ-aminolevulinic acid dehydratase in citrus disrupts chloroplast development and photosynthetic stability, triggering broad transcriptional reprogramming across metabolic, stress, and hormone signaling pathways. Chlorosis is often the earliest visible indicator of plant stress, whether caused by abiotic or biotic factors. Complex stress networks can ultimately lead to the loss of photosynthetic organelles and pigments, resulting in reduced cell viability and eventually, cell death. However, plants possess coordinated mechanisms to maintain homeostasis under adverse conditions. δ-Aminolevulinic acid dehydratase (ALAD), a central enzyme in tetrapyrrole biosynthesis, is essential for chlorophyll production and photosynthetic function. Here, we examined the physiological and transcriptomic consequences of ALAD suppression in Citrus macrophylla using virus-induced gene silencing. At the cellular level, ALAD-deficient plants exhibited a reduced number of plastids and altered plastid morphology. Transcriptomic profiling revealed major alterations in genes associated with photosynthesis, Fe and Zn nutrient uptake, and stress- and defense-related pathways, including reactive oxygen species (ROS) detoxification, hormone signaling, and secondary metabolism. Integrating these transcriptional and physiological changes into predictive models for photosynthesis- and redox-related genes allowed the identification of key regulatory nodes. To achieve this, we implemented a machine-learning-ready pipeline using variance-stabilized expression of the most variable genes and Random Forest modeling to classify photosynthesis and redox states. ALAD suppression triggered upregulation of cytochrome P450s, lipoxygenases, annexins, and ferritin, ROS detoxification, and iron homeostasis. ALAD suppression induced a pronounced lipid peroxidation signature, as evidenced by elevated malondialdehyde accumulation and altered levels of linoleic and α-linolenic acids, accompanied by increased jasmonic acid (JA) accumulation. Together, the suppression of ALAD reveals a coordinated stress response integrating chloroplast architecture, photosynthetic efficiency, redox regulation, nutrient homeostasis, and defense pathways.

转录组学和预测模型揭示了柑橘中与ALAD沉默相关的光合和胁迫反应。
主要结论:柑橘δ-氨基乙酰丙酸脱水酶的抑制会破坏叶绿体发育和光合稳定性,引发代谢、应激和激素信号通路的广泛转录重编程。无论是由非生物还是生物因素引起的植物胁迫,褪绿往往是最早可见的指示。复杂的应激网络最终会导致光合细胞器和色素的丧失,导致细胞活力降低,最终导致细胞死亡。然而,植物在不利条件下具有协调机制来维持体内平衡。δ-氨基乙酰丙酸脱水酶(ALAD)是四吡啶生物合成过程中的中心酶,对叶绿素生成和光合作用至关重要。在这里,我们研究了利用病毒诱导的基因沉默抑制大叶柑橘ALAD的生理和转录组学后果。在细胞水平上,alad缺乏的植株表现出质体数量减少和质体形态改变。转录组学分析揭示了光合作用、铁和锌营养吸收以及应激和防御相关途径(包括活性氧(ROS)解毒、激素信号和次生代谢)相关基因的主要变化。将这些转录和生理变化整合到光合作用和氧化还原相关基因的预测模型中,可以识别关键的调控节点。为了实现这一目标,我们实现了一个机器学习就绪的管道,使用方差稳定的最可变基因表达和随机森林模型来分类光合作用和氧化还原状态。ALAD抑制引发细胞色素p450、脂氧合酶、膜联蛋白和铁蛋白、ROS解毒和铁稳态的上调。ALAD抑制诱导了明显的脂质过氧化特征,丙二醛积累升高,亚油酸和α-亚麻酸水平改变,伴随着茉莉酸(JA)积累增加。总之,ALAD的抑制揭示了叶绿体结构、光合效率、氧化还原调节、营养稳态和防御途径的协调应激反应。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Planta
Planta 生物-植物科学
CiteScore
7.20
自引率
2.30%
发文量
217
审稿时长
2.3 months
期刊介绍: Planta publishes timely and substantial articles on all aspects of plant biology. We welcome original research papers on any plant species. Areas of interest include biochemistry, bioenergy, biotechnology, cell biology, development, ecological and environmental physiology, growth, metabolism, morphogenesis, molecular biology, new methods, physiology, plant-microbe interactions, structural biology, and systems biology.
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