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Effects of high-temperature stress on gene expression related to photosynthesis in two jujube (Ziziphus jujuba Mill.) varieties. 高温胁迫对两个枣树品种光合作用相关基因表达的影响
Pub Date : 2024-12-31 Epub Date: 2024-05-22 DOI: 10.1080/15592324.2024.2357367
Lei Yang, Xiaojuan Yang, Bingqi Shen, Juan Jin, Lili Li, Dingyu Fan, Subina Xiaokelaiti, Qing Hao, Jianxin Niu

Elevated temperatures critically impact crop growth, development, and yield, with photosynthesis being the most temperature-sensitive physiological process in plants. This study focused on assessing the photosynthetic response and genetic adaptation of two different heat-resistant jujube varieties 'Junzao' (J) and 'Fucuimi' (F), to high-temperature stress (42°C Day/30°C Night). Comparative analyses of leaf photosynthetic indices, microstructural changes, and transcriptome sequencing were conducted. Results indicated superior high-temperature adaptability in F, evidenced by alterations in leaf stomatal behavior - particularly in J, where defense cells exhibited significant water loss, shrinkage, and reduced stomatal opening, alongside a marked increase in stomatal density. Through transcriptome sequencing 13,884 differentially expressed genes (DEGs) were identified, significantly enriched in pathways related to plant-pathogen interactions, amino acid biosynthesis, starch and sucrose metabolism, and carbohydrate metabolism. Key findings include the identification of photosynthetic pathway related DEGs and HSFA1s as central regulators of thermal morphogenesis and heat stress response. Revealing their upregulation in F and downregulation in J. The results indicate that these genes play a crucial role in improving heat tolerance in F. This study unveils critical photosynthetic genes involved in heat stress, providing a theoretical foundation for comprehending the molecular mechanisms underlying jujube heat tolerance.

温度升高对农作物的生长、发育和产量有着至关重要的影响,而光合作用是植物对温度最敏感的生理过程。本研究重点评估了两个不同耐热枣品种'君枣'(J)和'富贵米'(F)对高温胁迫(昼夜42°C/30°C)的光合响应和遗传适应性。对叶片光合指数、微观结构变化和转录组测序进行了比较分析。结果表明,F 的高温适应能力更强,表现为叶片气孔行为的改变--尤其是在 J 中,防御细胞表现出明显的失水、收缩和气孔开放减少,同时气孔密度明显增加。通过转录组测序,确定了 13,884 个差异表达基因 (DEG),这些基因在与植物-病原体相互作用、氨基酸生物合成、淀粉和蔗糖代谢以及碳水化合物代谢相关的通路中显著富集。主要研究结果包括发现光合作用通路相关 DEGs 和 HSFA1s 是热形态发生和热胁迫响应的核心调控因子。该研究揭示了参与热胁迫的关键光合基因,为理解红枣耐热性的分子机制提供了理论基础。
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引用次数: 0
The coordinated responses of host plants to diverse N-acyl homoserine lactones. 寄主植物对各种 N-酰基高丝氨酸内酯的协调反应。
Pub Date : 2024-12-31 Epub Date: 2024-05-24 DOI: 10.1080/15592324.2024.2356406
Yongming Duan, Min Han, Adam Schikora

In nature, co-evolution shaped balanced entities of host plants and their associated microorganism. Plants maintain this balance by detecting their associated microorganism and coordinating responses to them. Quorum sensing (QS) is a widespread bacterial cell-to-cell communication mechanism to modulate the collective behavior of bacteria. As a well-characterized QS signal, N-acyl homoserine lactones (AHL) also influence plant fitness. Plants need to coordinate their responses to diverse AHL molecules since they might host bacteria producing various AHL. This opinion paper discusses plants response to a mixture of multiple AHL molecules. The function of various phytohormones and WRKY transcription factors seems to be characteristic for plants' response to multiple AHL. Additionally, the perspectives and possible approaches to facilitate further research and the application of AHL-producing bacteria are discussed.

在自然界中,共同进化形成了寄主植物及其相关微生物的平衡实体。植物通过检测与之相关的微生物并协调对它们的反应来维持这种平衡。法定量感应(QS)是一种广泛存在的细菌细胞间通信机制,用于调节细菌的集体行为。N-acyl 均丝氨酸内酯(AHL)是一种特征明确的 QS 信号,它也会影响植物的适应性。植物需要协调它们对不同 AHL 分子的反应,因为它们可能寄生在产生各种 AHL 的细菌中。本文将讨论植物对多种 AHL 分子混合物的反应。各种植物激素和 WRKY 转录因子的功能似乎是植物对多种 AHL 作出反应的特征。此外,还讨论了促进进一步研究和应用产生 AHL 的细菌的前景和可能方法。
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引用次数: 0
Lead toxicity in plants: mechanistic insights into toxicity, physiological responses of plants and mitigation strategies. 植物中的铅毒性:对毒性、植物生理反应和缓解策略的机理认识。
Pub Date : 2024-12-31 Epub Date: 2024-06-20 DOI: 10.1080/15592324.2024.2365576
Minoti Gupta, Vinay Dwivedi, Swatantar Kumar, Ashish Patel, Parwiz Niazi, Virendra Kumar Yadav

Soil toxicity is a major environmental issue that leads to numerous harmful effects on plants and human beings. Every year a huge amount of Pb is dumped into the environment either from natural sources or anthropogenically. Being a heavy metal it is highly toxic and non-biodegradable but remains in the environment for a long time. It is considered a neurotoxic and exerts harmful effects on living beings. In the present review article, investigators have emphasized the side effects of Pb on the plants. Further, the authors have focused on the various sources of Pb in the environment. Investigators have emphasized the various responses including molecular, biochemical, and morphological of plants to the toxic levels of Pb. Further emphasis was given to the effect of elevated levels of Pb on the microbial population in the rhizospheres. Further, emphasized the various remediation strategies for the Pb removal from the soil and water sources.

土壤毒性是一个重大的环境问题,会对植物和人类造成许多有害影响。每年都有大量的铅被倾倒到环境中,这些铅可能来自自然界,也可能是人为的。作为一种重金属,铅具有剧毒性和不可生物降解性,但会长期存留在环境中。它被认为具有神经毒性,对生物产生有害影响。在本综述文章中,研究人员强调了铅对植物的副作用。此外,作者还重点介绍了环境中铅的各种来源。研究人员强调了植物对有毒铅水平的各种反应,包括分子、生物化学和形态学反应。他们还进一步强调了高浓度铅对根瘤中微生物种群的影响。此外,还强调了从土壤和水源中去除铅的各种补救策略。
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引用次数: 0
FERONIA orchestrates P2K1-driven purinergic signaling in plant roots. FERONIA 在植物根部协调 P2K1 驱动的嘌呤能信号传导。
Pub Date : 2024-12-31 Epub Date: 2024-06-21 DOI: 10.1080/15592324.2024.2370706
Joel M Sowders, Jeremy B Jewell, Kiwamu Tanaka

Extracellular ATP (eATP) orchestrates vital processes in plants, akin to its role in animals. P2K1 is a crucial receptor mediating eATP effects. Immunoprecipitation tandem mass spectrometry data highlighted FERONIA's significant interaction with P2K1, driving us to explore its role in eATP signaling. Here, we investigated putative P2K1-interactor, FERONIA, which is a versatile receptor kinase pivotal in growth and stress responses. We employed a FERONIA loss-of-function mutant, fer-4, to dissect its effects on eATP signaling. Interestingly, fer-4 showed distinct calcium responses compared to wild type, while eATP-responsive genes were constitutively upregulated in fer-4. Additionally, fer-4 displayed insensitivity to eATP-regulated root growth and reduced cell wall accumulation. Together, these results uncover a role for FERONIA in regulating eATP signaling. Overall, our study deepens our understanding of eATP signaling, revealing the intricate interplay between P2K1 and FERONIA impacting the interface between growth and defense.

细胞外 ATP(eATP)协调植物的重要过程,这与它在动物体内的作用类似。P2K1 是介导 eATP 作用的关键受体。免疫沉淀串联质谱数据强调了 FERONIA 与 P2K1 的重要相互作用,促使我们探索它在 eATP 信号转导中的作用。在这里,我们研究了推定的 P2K1 相互作用者 FERONIA,它是一种多功能受体激酶,在生长和应激反应中起着关键作用。我们利用 FERONIA 功能缺失突变体 fer-4 来研究它对 eATP 信号转导的影响。有趣的是,与野生型相比,fer-4表现出不同的钙响应,同时eATP响应基因在fer-4中构成性上调。此外,fer-4 对 eATP 调节的根系生长不敏感,细胞壁积累减少。这些结果共同揭示了 FERONIA 在调控 eATP 信号转导中的作用。总之,我们的研究加深了对 eATP 信号的理解,揭示了 P2K1 和 FERONIA 之间错综复杂的相互作用对生长和防御之间的影响。
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引用次数: 0
Exploring stress-tolerant plant growth-promoting rhizobacteria from groundnut rhizosphere soil in semi-arid regions of Ethiopia. 探索埃塞俄比亚半干旱地区花生根瘤土壤中的抗逆性植物生长促进根瘤菌。
Pub Date : 2024-12-31 Epub Date: 2024-06-24 DOI: 10.1080/15592324.2024.2365574
Asnake Beshah, Driba Muleta, Gudina Legese, Fassil Assefa

The potential of rhizobacteria with plant growth promoting (PGP) traits in alleviating abiotic stresses, especially drought, is significant. However, their exploitation in the semi-arid regions of Ethiopian soils remains largely unexplored. This research aimed to isolate and evaluate the PGP potential of bacterial isolates collected from groundnut cultivation areas in Ethiopia. Multiple traits were assessed, including phosphate solubilization, indole-3-acetic acid (IAA) production, ammonia production, salt and heavy metal tolerance, drought tolerance, enzyme activities, hydrogen cyanide production, antibiotic resistance, and antagonistic activity against fungal pathogens. The identification of potent isolates was carried out using MALDI-TOF MS. Out of the 82 isolates, 63 were gram-negative and 19 were gram-positive. Among them, 19 isolates exhibited phosphate solubilization, with AAURB 34 demonstrating the highest efficiency, followed by AURB 12. Fifty-six isolates produce IAA in varying amounts and all isolates produce ammonia with AAURB12, AAURB19, and AAURB34 displaying strong production. Most isolates demonstrated tolerance to temperatures up to 40°C and salt concentrations up to 3%. Notably, AAURB12 and AAURB34 exhibited remarkable drought tolerance at an osmotic potential of -2.70 Mpa. When subjected to levels above 40%, the tested isolates moderately produced lytic enzymes and hydrogen cyanide. The isolates displayed resistance to antibiotics, except gentamicin, and all isolates demonstrated resistance to zinc, with 81-91% showing resistance to other heavy metals. AAURB34 and AAURB12 exhibited suppression against fungal pathogens, with percent inhibition of 38% and 46%, respectively. Using MALDI-TOF MS, the promising PGP isolates were identified as Bacillus megaterium, Bacillus pumilus, and Enterobacter asburiae. This study provides valuable insights into the potential of rhizobacteria as PGP agents for mitigating abiotic stresses and contribute to the understanding of sustainable agricultural practices in Ethiopia and similar regions facing comparable challenges.

具有促进植物生长(PGP)特性的根瘤菌在缓解非生物胁迫(尤其是干旱)方面潜力巨大。然而,在埃塞俄比亚半干旱地区的土壤中,这些根瘤菌的利用在很大程度上仍未得到开发。这项研究旨在分离和评估从埃塞俄比亚花生种植区收集的细菌分离物的 PGP 潜力。对多种性状进行了评估,包括磷酸盐溶解、吲哚-3-乙酸(IAA)产生、氨产生、耐盐和耐重金属性、耐旱性、酶活性、氰化氢产生、抗生素抗性以及对真菌病原体的拮抗活性。利用 MALDI-TOF MS 对强效分离物进行了鉴定。在 82 个分离物中,63 个为革兰氏阴性,19 个为革兰氏阳性。其中,19 个分离物具有磷酸盐溶解作用,AAURB 34 的效率最高,其次是 AURB 12。56 个分离菌株产生不同数量的 IAA,所有分离菌株都产生氨,其中 AAURB12、AAURB19 和 AAURB34 的氨产生能力较强。大多数分离物表现出对高达 40°C 的温度和高达 3% 的盐浓度的耐受性。值得注意的是,AAURB12 和 AAURB34 在渗透电位为 -2.70 兆帕时表现出显著的耐旱性。当盐浓度超过 40% 时,受测分离物会产生适度的溶解酶和氰化氢。除庆大霉素外,这些分离物对抗生素具有抗性,所有分离物都对锌具有抗性,81-91%的分离物对其他重金属具有抗性。AAURB34 和 AAURB12 对真菌病原体具有抑制作用,抑制率分别为 38% 和 46% 。通过 MALDI-TOF MS,有希望的 PGP 分离物被鉴定为巨大芽孢杆菌、枯草芽孢杆菌和旭日肠杆菌。这项研究为了解根瘤菌作为 PGP 制剂在减轻非生物胁迫方面的潜力提供了宝贵的见解,有助于了解埃塞俄比亚和面临类似挑战的类似地区的可持续农业实践。
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引用次数: 0
A comprehensive approach for detection of biotin deficiency from dried blood spot samples using liquid chromatography-mass spectrometry. 利用液相色谱-质谱法从干血斑样本中检测生物素缺乏症的综合方法。
IF 2.4 Q3 MEDICINE, RESEARCH & EXPERIMENTAL Pub Date : 2024-12-31 Epub Date: 2024-07-04 DOI: 10.1080/20565623.2024.2355038
Arya Raveendran, Ashutosh Gupta, Leslie E Lewis, Krishnananda Prabhu, Sudheer Moorkoth

Aim: The aim of the present study is to develop a liquid chromatography-mass spectrometry method to measure two important biomarkers of biotin deficiency from dried blood spot samples for effective management of the disorder. Materials & methods: The method was developed on a liquid chromatography-mass spectrometry system using pentafluorophenyl column employing a mobile phase composition of methanol and water in the isocratic mode. A full validation of the method was performed as per relevant guidelines. Results & conclusion: Correlation between the results of dried blood spot and plasma method was evaluated to determine the interconvertibility of the method. The developed method was successfully applied for establishing the reference ranges for these biomarkers in the population of Udupi, a coastal district of South India.

目的:本研究旨在开发一种液相色谱-质谱联用方法,从干血斑样本中测量生物素缺乏症的两种重要生物标志物,以便对该疾病进行有效管理。材料与方法:采用液相色谱-质谱联用系统,使用五氟苯基色谱柱,以甲醇和水为流动相,在等度模式下进行检测。根据相关指南对该方法进行了全面验证。结果与结论评估了干血斑法和血浆法结果之间的相关性,以确定该方法的相互转换性。所开发的方法成功地应用于在南印度沿海地区乌杜皮的人群中建立这些生物标志物的参考范围。
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引用次数: 0
Plant hormone profiling of scion and rootstock incision sites and intra- and inter-family graft junctions in Nicotiana benthamiana. 接穗和砧木切口部位以及科内和科间嫁接接头的植物激素分析。
Pub Date : 2024-12-31 Epub Date: 2024-03-21 DOI: 10.1080/15592324.2024.2331358
Kohei Kawaguchi, Michitaka Notaguchi, Koji Okayasu, Yu Sawai, Mikiko Kojima, Yumiko Takebayashi, Hitoshi Sakakibara, Shungo Otagaki, Shogo Matsumoto, Katsuhiro Shiratake

Many previous studies have suggested that various plant hormones play essential roles in the grafting process. In this study, to understand the plant hormones that accumulate in the graft junctions, whether these are supplied from the scion or rootstock, and how these hormones play a role in the grafting process, we performed a hormonome analysis that accumulated in the incision site of the upper plants from the incision as "ungrafted scion" and lower plants from the incision as "ungrafted rootstock" in Nicotiana benthamiana. The results revealed that indole-3-acetic acid (IAA) and gibberellic acid (GA), which regulate cell division; abscisic acid (ABA) and jasmonic acid (JA), which regulate xylem formation; cytokinin (CK), which regulates callus formation, show different accumulation patterns in the incision sites of the ungrafted scion and rootstock. In addition, to try discussing the differences in the degree and speed of each event during the grafting process between intra- and inter-family grafting by determining the concentration and accumulation timing of plant hormones in the graft junctions, we performed hormonome analysis of graft junctions of intra-family grafted plants with N. benthamiana as scion and Solanum lycopersicum as rootstock (Nb/Sl) and inter-family grafted plants with N. benthamiana as scion and Arabidopsis thaliana as rootstock (Nb/At), using the ability of Nicotiana species to graft with many plant species. The results revealed that ABA and CK showed different accumulation timings; IAA, JA, and salicylic acid (SA) showed similar accumulation timings, while different accumulated concentrations in the graft junctions of Nb/Sl and Nb/At. This information is important for understanding the molecular mechanisms of plant hormones in the grafting process and the differences in molecular mechanisms between intra- and inter-family grafting.

以往的许多研究表明,各种植物激素在嫁接过程中发挥着重要作用。在本研究中,为了了解在嫁接接合部积累的植物激素,这些激素是由接穗还是砧木提供,以及这些激素如何在嫁接过程中发挥作用,我们对从切口作为 "未嫁接接穗 "的上部植株和从切口作为 "未嫁接砧木 "的下部植株的切口部位积累的激素组进行了分析。结果发现,调节细胞分裂的吲哚-3-乙酸(IAA)和赤霉素(GA)、调节木质部形成的脱落酸(ABA)和茉莉酸(JA)、调节胼胝体形成的细胞分裂素(CK)在未嫁接接穗和砧木的切口部位呈现出不同的积累模式。此外,为了通过测定嫁接接合部植物激素的浓度和积累时间来探讨科内嫁接和科间嫁接过程中各事件发生的程度和速度差异,我们对以 N. benthamiana 为接穗和砧木的科内嫁接植株的嫁接接合部进行了激素组分析。我们利用烟碱类植物能与多种植物嫁接的特性,对以 N. benthamiana 为接穗、Solanum lycopersicum 为砧木(Nb/Sl)的科内嫁接植物和以 N. benthamiana 为接穗、拟南芥为砧木(Nb/At)的科间嫁接植物的嫁接接头进行了激素组分析。结果发现,ABA和CK的积累时间不同;IAA、JA和水杨酸(SA)的积累时间相似,但在Nb/Sl和Nb/At的嫁接接头处的积累浓度不同。这些信息对于了解植物激素在嫁接过程中的分子机制以及科内嫁接和科间嫁接在分子机制上的差异具有重要意义。
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引用次数: 0
The link between changing in host carbon allocation and resistance to Magnaporthe oryzae: a possible tactic for mitigating the rice blast fungus. 宿主碳分配变化与对 Magnaporthe oryzae 的抗性之间的联系:减轻稻瘟病菌危害的一种可能策略。
Pub Date : 2024-12-31 Epub Date: 2024-03-11 DOI: 10.1080/15592324.2024.2326870
Gideon Sadikiel Mmbando

One of the most destructive diseases affecting rice is rice blast, which is brought on by the rice blast fungus Magnaporthe oryzae. The preventive measures, however, are not well established. To effectively reduce the negative effects of rice blasts on crop yields, it is imperative to comprehend the dynamic interactions between pathogen resistance and patterns of host carbon allocation. This review explores the relationship between variations in carbon allocation and rice plants' ability to withstand the damaging effects of M. oryzae. The review highlights potential strategies for altering host carbon allocation including transgenic, selective breeding, crop rotation, and nutrient management practices as a promising avenue for enhancing rice blast resistance. This study advances our knowledge of the interaction between plants' carbon allocation and M. oryzae resistance and provides stakeholders and farmers with practical guidance on mitigating the adverse effects of the rice blast globally. This information may be used in the future to create varieties that are resistant to M. oryzae.

稻瘟病是影响水稻的最具破坏性的病害之一,由稻瘟病真菌 Magnaporthe oryzae 引起。然而,其预防措施并不完善。为有效降低稻瘟病对作物产量的负面影响,当务之急是理解病原体抗性与寄主碳分配模式之间的动态相互作用。本综述探讨了碳分配变化与水稻植株抵御稻瘟病危害能力之间的关系。综述强调了改变寄主碳分配的潜在策略,包括转基因、选择性育种、轮作和养分管理实践,这些都是增强稻瘟病抗性的可行途径。这项研究增进了我们对植物碳分配与稻瘟病抗性之间相互作用的了解,并为利益相关者和农民提供了减轻全球稻瘟病不利影响的实用指导。这些信息将来可用于培育抗稻瘟病的品种。
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引用次数: 0
Investigation of Arabidopsis root skototropism with different distance settings. 不同距离设置下拟南芥根系向斜性的研究
Pub Date : 2024-12-31 Epub Date: 2024-05-05 DOI: 10.1080/15592324.2024.2348917
Xingyu Yan, Yongshun Liang, Felipe Yamashita, František Baluška

Plants can activate protective and defense mechanisms under biotic and abiotic stresses. Their roots naturally grow in the soil, but when they encounter sunlight in the top-soil layers, they may move away from the light source to seek darkness. Here we investigate the skototropic behavior of roots, which promotes their fitness and survival. Glutamate-like receptors (GLRs) of plants play roles in sensing and responding to signals, but their role in root skototropism is not yet understood. Light-induced tropisms are known to be affected by auxin distribution, mainly determined by auxin efflux proteins (PIN proteins) at the root tip. However, the role of PIN proteins in root skototropism has not been investigated yet. To better understand root skototropism and its connection to the distance between roots and light, we established five distance settings between seedlings and darkness to investigate the variations in root bending tendencies. We compared differences in root skototropic behavior across different expression lines of Arabidopsis thaliana seedlings (atglr3.7 ko, AtGLR3.7 OE, and pin2 knockout) to comprehend their functions. Our research shows that as the distance between roots and darkness increases, the root's positive skototropism noticeably weakens. Our findings highlight the involvement of GLR3.7 and PIN2 in root skototropism.

在生物和非生物压力下,植物可以启动保护和防御机制。它们的根系自然生长在土壤中,但当它们在土壤表层遇到阳光时,可能会远离光源,寻求黑暗。在这里,我们研究了根的趋光行为,这种行为促进了根的适应性和生存。植物的谷氨酸样受体(GLRs)在感知和响应信号方面发挥作用,但它们在根的趋光性中的作用尚不清楚。众所周知,光诱导的向性受辅酶分布的影响,主要由根尖的辅酶外排蛋白(PIN 蛋白)决定。然而,PIN 蛋白在根的向斜性中的作用尚未得到研究。为了更好地了解根的向斜性及其与根和光之间的距离的关系,我们在幼苗和黑暗之间设置了五种距离,以研究根弯曲趋势的变化。我们比较了拟南芥幼苗不同表达系(atglr3.7 ko、AtGLR3.7 OE 和 pin2 基因敲除)根向斜行为的差异,以了解它们的功能。我们的研究表明,随着根与黑暗之间距离的增加,根的正向向斜性明显减弱。我们的研究结果突出表明,GLR3.7 和 PIN2 参与了根的向斜作用。
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引用次数: 0
Common bean under different water availability reveals classifiable stimuli-specific signatures in plant electrome. 不同水分供应条件下的四季豆揭示了植物电色素中可分类的刺激特异性特征。
Pub Date : 2024-12-31 Epub Date: 2024-03-28 DOI: 10.1080/15592324.2024.2333144
Gabriel R A de Toledo, Gabriela N Reissig, Luiz G S Senko, Danillo R Pereira, Arlan F da Silva, Gustavo M Souza

Plant electrophysiology has unveiled the involvement of electrical signals in the physiology and behavior of plants. Spontaneously generated bioelectric activity can be altered in response to changes in environmental conditions, suggesting that a plant's electrome may possess a distinct signature associated with various stimuli. Analyzing electrical signals, particularly the electrome, in conjunction with Machine Learning (ML) techniques has emerged as a promising approach to classify characteristic electrical signals corresponding to each stimulus. This study aimed to characterize the electrome of common bean (Phaseolus vulgaris L.) cv. BRS-Expedito, subjected to different water availabilities, seeking patterns linked to these stimuli. For this purpose, bean plants in the vegetative stage were subjected to the following treatments: (I) distilled water; (II) half-strength Hoagland's nutrient solution; (III) -2 MPa PEG solution; and (IV) -2 MPa NaCl solution. Electrical signals were recorded within a Faraday's cage using the MP36 electronic system for data acquisition. Concurrently, plant water status was assessed by monitoring leaf turgor variation. Leaf temperature was additionally measured. Various analyses were conducted on the electrical time series data, including arithmetic average of voltage variation, skewness, kurtosis, Probability Density Function (PDF), autocorrelation, Power Spectral Density (PSD), Approximate Entropy (ApEn), Fast Fourier Transform (FFT), and Multiscale Approximate Entropy (ApEn(s)). Statistical analyses were performed on leaf temperature, voltage variation, skewness, kurtosis, PDF µ exponent, autocorrelation, PSD β exponent, and approximate entropy data. Machine Learning analyses were applied to identify classifiable patterns in the electrical time series. Characterization of the electrome of BRS-Expedito beans revealed stimulus-dependent profiles, even when alterations in water availability stimuli were similar in terms of quality and intensity. Additionally, it was observed that the bean electrome exhibits high levels of complexity, which are altered by different stimuli, with more intense and aversive stimuli leading to drastic reductions in complexity levels. Notably, one of the significant findings was the 100% accuracy of Small Vector Machine in detecting salt stress using electrome data. Furthermore, the study highlighted alterations in the plant electrome under low water potential before observable leaf turgor changes. This work demonstrates the potential use of the electrome as a physiological indicator of the water status in bean plants.

植物电生理学揭示了电信号对植物生理和行为的影响。自发产生的生物电活动会随着环境条件的变化而改变,这表明植物的电子信号可能具有与各种刺激相关的独特特征。结合机器学习(ML)技术分析电信号,特别是电子电信号,已成为一种很有前途的方法,可对与各种刺激相对应的特征电信号进行分类。本研究旨在描述蚕豆(Phaseolus vulgaris L.)变种 BRS-Expedito 的电子信号特征。BRS-Expedito)变种的特征,寻找与这些刺激相关的模式。为此,对处于无性生长阶段的豆科植物进行了以下处理:(I)蒸馏水;(II)半强度霍格兰营养液;(III)-2 兆帕 PEG 溶液;(IV)-2 兆帕 NaCl 溶液。在法拉第笼中使用 MP36 电子系统采集数据,记录电信号。同时,通过监测叶片张力的变化来评估植物的水分状况。此外,还测量了叶片温度。对电时间序列数据进行了各种分析,包括电压变化的算术平均值、偏斜度、峰度、概率密度函数(PDF)、自相关性、功率谱密度(PSD)、近似熵(ApEn)、快速傅立叶变换(FFT)和多尺度近似熵(ApEn(s))。对叶片温度、电压变化、偏斜度、峰度、PDF µ 指数、自相关性、PSD β 指数和近似熵数据进行了统计分析。应用机器学习分析方法识别了电气时间序列中的可分类模式。对 BRS-Expedito 蚕豆电图的分析表明,即使水分供应刺激的改变在质量和强度方面相似,电图也是受刺激影响的。此外,研究还发现,豆类电图表现出很高的复杂性,不同的刺激会改变其复杂性,更强烈和厌恶性的刺激会导致复杂性急剧下降。值得注意的是,其中一项重要发现是小型向量机利用电图数据检测盐胁迫的准确率达到了 100%。此外,该研究还强调了植物在低水势条件下,在叶片张力发生可观察到的变化之前,植物电图发生的变化。这项研究表明,电图有可能被用作豆科植物水分状况的生理指标。
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