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Leaf area prediction of Sesamum indicum cultivars: an approach based on regression models, support vector machine and random forest 基于回归模型、支持向量机和随机森林的芝麻叶面积预测方法
IF 2.2 4区 生物学 Q2 PLANT SCIENCES Pub Date : 2025-11-13 DOI: 10.1007/s11738-025-03860-y
João Everthon da Silva Ribeiro, Anna Kézia Soares de Oliveira, Ester dos Santos Coêlho, Elania Freire da Silva, Lindomar Maria da Silveira, Aurélio Paes Barros Júnior

In recent years, advances in computational technologies and new methods have been made available for plant growth and physiology studies. Due to its practicality and precision, studies with modeling for leaf area prediction have been carried out with several agricultural species, being considered a non-destructive method. Thus, the study aimed to develop non-destructive methods based on regression models, support vector machine (SVM) and random forest for predicting the leaf area of Sesamum indicum cultivars using linear leaf dimensions. A total of 9600 leaves were collected from four S. indicum cultivars, and 2400 leaves of each cultivar were collected. The cultivars used for sampling were BRS Seda, CNPA G2, CNPA G3, and CNPA G4. The measurements of each leaf’s length, width, and leaf area were obtained through scanned images using the ImageJ software. Then, the product between length and width was calculated. Allometric equations were constructed using linear, power, and exponential models. The criteria for choosing the best models were the coefficient of determination (R2), mean absolute error (MAE) and root of the mean square of error (RMSE). The SVM learning algorithm can be used with greater accuracy to predict the leaf area of S. indicum cultivars using leaf dimensions, such as length and width. Despite new technological advances in equipment, the methods proposed in this study, such as SVM and regression models, provided accurate predictions for the leaf area of all sesame cultivars.

近年来,计算技术的进步和新方法为植物生长和生理研究提供了新的途径。由于其实用性和准确性,利用建模方法进行叶面积预测的研究已在几种农业物种中开展,被认为是一种非破坏性的方法。因此,本研究旨在建立基于回归模型、支持向量机(SVM)和随机森林的线性叶面积预测方法。4个籼稻品种共收集叶片9600片,每个品种收集叶片2400片。取样品种为BRS Seda、CNPA G2、CNPA G3和CNPA G4。利用ImageJ软件通过扫描图像获得每片叶片的长度、宽度和叶面积。然后,计算长度与宽度的乘积。异速生长方程采用线性、幂和指数模型构建。选择最佳模型的标准是决定系数(R2)、平均绝对误差(MAE)和误差均方根(RMSE)。SVM学习算法可以更准确地利用叶片尺寸(如长度和宽度)来预测籼稻品种的叶面积。尽管设备技术有了新的进步,但本研究提出的支持向量机和回归模型等方法对所有芝麻品种的叶面积都提供了准确的预测。
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引用次数: 0
Biostimulatory effect of silicon on Chia (Salvia hispanica L.) salinity tolerance during seedling emergence 硅对鼠尾草苗期耐盐性的生物刺激作用
IF 2.2 4区 生物学 Q2 PLANT SCIENCES Pub Date : 2025-11-13 DOI: 10.1007/s11738-025-03863-9
Nadia Lamsaadi, Ahmed El Moukhtari, Cherki Ghoulam, Mohamed Farissi

The present study investigates the impact of the application of silicon (Si) on seed germination and early seedling growth of chia (Salvia hispanica L.), an important medicinal plant, under salinity constraint. For this reason, chia seed were germinated at 25 ± 1 °C for one week under salt stress (200 mM NaCl) with or without the treatment with 1 mM Si. Results indicated that salinity constraint decreased seed germination and impaired significantly (p < 0.001) seedling growth. Conversely, the treatment with exogenous Si neutralized the harmful effects of salt stress by improving the germination percentage (32%), velocity index (34%) and seedling vigor index (138%). In addition, Si alleviated the inimical impacts of salinity and enhanced the ability of the embryo to use seed reserves, in terms of soluble sugars and proteins. Besides, the exposition of chia seed to 200 mM NaCl stress significantly induced oxidative stress, reflected by significant (p < 0.001) accumulations of malonyldialdehyde and hydrogen peroxide, and the percentage of electrolyte leakage. Nevertheless, Si supply alleviated the induced oxidative stress under salinity through a significant raise in the activity of polyphenol oxidase and superoxide dismutase. Additionally, Si treatment considerably (p ≤ 0.01) augmented also the accumulation of proline as an osmoprotectant compound. Furthermore, relative to salt-stressed seed without Si treatment, Si significantly reduced the sodium accumulation in seed tissue. These findings suggest that Si had a biostimulatory effect on seedlings emergence of S. hespanica L. under salinity constraint, by modulating the use of seed reserve by the embryo and inducing an antioxidant defense system.

研究了盐胁迫下硅(Si)对重要药用植物鼠尾草种子萌发和幼苗早期生长的影响。为此,将奇亚籽在25±1℃的盐胁迫(200 mM NaCl)下萌发1周,加或不加1mm Si处理。结果表明,盐度限制降低了种子萌发,显著损害了幼苗生长(p < 0.001)。相反,外源硅处理通过提高发芽率(32%)、速度指数(34%)和幼苗活力指数(138%)来中和盐胁迫的有害影响。此外,Si减轻了盐度的不利影响,提高了胚胎利用种子储备的能力,包括可溶性糖和蛋白质。此外,奇亚籽暴露在200 mM NaCl胁迫下显著诱导氧化应激,丙二醛和过氧化氢积累显著(p < 0.001),电解质泄漏率显著(p < 0.001)。然而,硅的供应通过显著提高多酚氧化酶和超氧化物歧化酶的活性来缓解盐胁迫诱导的氧化应激。此外,Si处理也显著(p≤0.01)增加了脯氨酸作为渗透保护化合物的积累。此外,相对于未进行硅处理的盐胁迫种子,硅显著降低了种子组织中钠的积累。这些结果表明,在盐度限制下,Si通过调节胚对种子储备的利用和诱导抗氧化防御系统,对海苔幼苗出苗具有生物刺激作用。
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引用次数: 0
Role of thiourea in wheat growth and grain yield enhancement under Cadmium-induced oxidative stress and nutrient ion diminutions 镉诱导氧化胁迫和营养离子减少条件下硫脲在小麦生长和增产中的作用
IF 2.2 4区 生物学 Q2 PLANT SCIENCES Pub Date : 2025-10-30 DOI: 10.1007/s11738-025-03851-z
Abida Parveen, Muhammad Atif, Shagufta Perveen

The prospective strategies to promote the growth and attaining of better grain yield by avoiding cadmium (Cd) phyto-toxic effects in plants are of greater importance for the glimpse into the future. The strategic measures to regulate the growth with the application of plant growth regulators have been adapted in past and also under consideration for future perspectives. This study aimed at the application of thiourea (TU) under Cd-stress to investigate the role of it as growth bio-regulator in maintaining the growth and final grain yield of wheat. Two genetically different wheat cultivars i.e., AARI-2011 and Faisalabad-2008 were grown in a sand filled pot experiment. The levels of Cd-stress (0, 1.0 mM) and TU (0, 0.2 mM) were applied. Applied Cd-stress regime (1.0mM) increased the root Cd (81-fold), shoot Cd (56-fold) and grain Cd (150-fold) of Faisalabad-2008, while 124-, 65-, 175-fold, respectively, of AARI-2011. The applied Cd-stress caused a significant reduction in growth, chlorophyll, nutrient ions acquisition (K, Ca, P) and grain yield characters, while increasing MDA, H2O2, of both wheat cultivars. Contradictory, TU-treated plants showed a remarkable increase in plant growth, chlorophyll traits grain yield, and decreased Cd, MDA and H2O2 contents, up-regulation of antioxidant system (CAT, POD, SOD) including osmolytes under Cd-stress. Application of TU significantly decreased the root Cd (1.9-fold), shoot Cd (2-fold) and grain Cd (2.1-fold) in Faisalabad-2008, while 1.7-, 1.7-, 1.8-fold, respectively, of AARI-2011 under Cd-stress level (1.0mM). Wheat cultivars including Cd-sensitive cultivar, exhibited better Cd-tolerance with TU treatments in improving growth and yield by increasing Cd-detoxification ability, nutrient ion acquisition and antioxidant defense. The outcomes of this study recommend the use of TU as efficient growth and yield promotor of wheat under Cd-stress for the future perspective.

通过避免镉(Cd)对植物的植物毒性效应来促进植物生长和获得更好的粮食产量的前瞻性策略对展望未来具有重要意义。利用植物生长调节剂调控植物生长的战略措施已经在过去进行了调整,并且正在考虑未来的前景。本研究旨在探讨硫脲(TU)作为生长生物调节剂在cd胁迫下维持小麦生长和最终产量中的作用。在砂钵试验中,栽培了两个基因不同的小麦品种AARI-2011和Faisalabad-2008。施加cd应力(0、1.0 mM)和TU(0、0.2 mM)水平。施加Cd胁迫(1.0mM)可使Faisalabad-2008的根Cd(81倍)、茎Cd(56倍)和籽粒Cd(150倍)增加,而aali -2011的根Cd(124倍)、茎Cd(65倍)和籽粒Cd(175倍)增加。cd胁迫显著降低了两个小麦品种的生长、叶绿素、K、Ca、P等养分离子获取和籽粒产量,增加了MDA和H2O2含量。相反,在Cd胁迫下,tu处理的植株生长、叶绿素性状、籽粒产量显著增加,Cd、MDA和H2O2含量降低,包括渗透物在内的抗氧化系统(CAT、POD、SOD)表达上调。在Cd胁迫水平(1.0mM)下,施用TU显著降低了Faisalabad-2008的根Cd(1.9倍)、地上部Cd(2倍)和籽粒Cd(2.1倍),而AARI-2011的根Cd(1.7倍)、地上部Cd(1.7倍)和籽粒Cd(1.8倍)。包括cd敏感品种在内的小麦品种均表现出较好的cd耐受性,通过提高cd解毒能力、养分离子获取能力和抗氧化防御能力来促进生长和产量。本研究结果为今后在cd胁迫下使用TU作为小麦的高效生长和产量促进剂提供了参考。
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引用次数: 0
Nitrate is the preferred nitrogen source of two oilseed rape (Brassica Napus L.) genotypes with contrasting nitrogen utilization efficiency 硝态氮是两种基因型油菜的首选氮源,其氮素利用效率存在较大差异
IF 2.2 4区 生物学 Q2 PLANT SCIENCES Pub Date : 2025-10-30 DOI: 10.1007/s11738-025-03858-6
Xiao Guo, Xinli Li, Ji Luo, Pengyan Wang

Nitrate (NO3) and ammonium (NH4+) are two major nitrogen (N) sources for plants, and the preference for N forms was tested in oilseed rape genotypes with contrasting N utilization efficiency (NUtE). In this experiment, one high NUtE (Nt-efficient) and one low NUtE (Nt-inefficient) oilseed rape genotypes were fed with NO3 or NH4+ in hydroponic culture, and the biomass, N accumulation, photosynthetic characteristics, activities of N metabolism enzymes (nitrate reductase (NR), glutamine synthetase (GS), glutamate synthase (GOGAT) and glutamate dehydrogenase (GDH)), root characteristics and expression of BnNRT1.1 and BnNRT2.1 were measured. The results showed that both Nt-efficient and Nt-inefficient genotypes fed with NO3-N had significantly greater shoot biomass, net photosynthetic rate, GS and GOGAT activities in leaf and root, and BnNRT1.1 and BnNRT2.1 transcript levels in leaf. Regardless of N source, the Nt-inefficient genotype had significantly higher shoot and root biomass, N accumulation, net photosynthetic rate, transpiration rate, NR, GS, GOGAT activity, primary root length and root activity, and BnNRT1.1 expression levels in leaf and root than the Nt-efficient genotype. These results suggested that NO3-N is the preferred N source for both Nt-efficient and Nt-inefficient oilseed rape genotypes and that the Nt-inefficient genotype has stronger growth attributes than the Nt-efficient genotype at the vegetative growth stage.

硝态氮(NO3−)和铵态氮(NH4+)是植物氮素的两大主要来源,通过对比油菜氮素利用效率(NUtE),研究了油菜基因型对氮素形态的偏好。本试验以高硝态氮(Nt-efficient)和低硝态氮(Nt-efficient)基因型油菜为试验材料,在水培条件下分别饲喂NO3−或NH4+,测定其生物量、氮积累量、光合特性、氮代谢酶(硝酸还原酶(NR)、谷氨酰胺合成酶(GS)、谷氨酸合成酶(GOGAT)和谷氨酸脱氢酶(GDH))活性、根系特征及BnNRT1.1和BnNRT2.1的表达量。结果表明,施用NO3−-N的nt高效型和nt低效型植株的茎部生物量、净光合速率、叶片和根系中GS和GOGAT活性以及叶片中BnNRT1.1和BnNRT2.1转录物水平均显著提高。无论氮源如何,nt低效基因型的茎部和根系生物量、氮积累量、净光合速率、蒸腾速率、NR、GS、GOGAT活性、主根长度和根系活性以及叶片和根系BnNRT1.1表达量均显著高于nt高效基因型。上述结果表明,硝态氮是氮素高效型和氮素低效型油菜的首选氮源,且硝态氮低效型油菜在营养生长期的生长属性强于硝态氮高效型油菜。
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引用次数: 0
Effect of on-tree storage on ripening related changes and sugar metabolism in fruits of different low-chill pear varieties 树上贮藏对不同低寒梨品种果实成熟相关变化及糖代谢的影响
IF 2.2 4区 生物学 Q2 PLANT SCIENCES Pub Date : 2025-10-28 DOI: 10.1007/s11738-025-03853-x
Akshita Jalota, Mandeep Singh, P. P. S. Gill, S. K. Grewal, Ajay Kamboj

The present study dynamically monitored the fruit quality characteristics and sugar metabolism as indexes of the ripeness of low-chill pear varieties during on-tree storage for 15 days. The fruit firmness, acidity, pectin content and phenolic compounds had the highest values on stage S-I (0 day of on-tree storage) in all tested low-chill pear varieties, and declined with the progress of on-tree storage. While the fruit weight and total soluble solids exhibited the highest values on stage S-IV (15 days of on-tree storage). At the last stage of harvest, ‘Patharnakh’ pear exhibited a slower decline in firmness and titratable acidity (TA) as compared to ‘Ya Li’, ‘Nijisseiki’ and ‘Keiffer’ varieties. Similarly, ‘Patharnakh’ variety showed highest antioxidant activity (DPPH activity) (29.8%), total phenolic content (TPC) (350.2 mg GAE kg− 1 FW), total flavonoid content (TFC) (459.2 mg RE kg− 1 FW), pectin (2.12 mg g− 1), soluble solid content (TSS) (12.9%), acid invertase (AI) (0.15 µmol/min mg protein) sorbitol oxidase (SOX) (0.24 nmol/min mg protein), and sorbitol dehydrogenase (SDH) (0.63 nmol/min mg protein). Among all tested pear varieties, ‘Patharnakh’ can retain superior quality characteristics during on-tree storage better than other tested varieties.

本研究动态监测了低温梨品种在15 d的树上贮藏过程中果实品质特征和糖代谢作为成熟度指标。果实硬度、酸度、果胶含量和酚类化合物在S-I期(贮藏0 d)最高,随贮藏时间的延长而下降。果实重和可溶性固形物总量在S-IV期(树上贮藏15 d)最高。在收获的最后阶段,与“Ya Li”、“Nijisseiki”和“Keiffer”品种相比,“Patharnakh”梨的硬度和可滴定酸度(TA)的下降速度较慢。同样,‘patharakh’品种表现出最高的抗氧化活性(DPPH活性)(29.8%)、总酚含量(TPC) (350.2 mg GAE kg - 1 FW)、总黄酮含量(TFC) (459.2 mg RE kg - 1 FW)、果胶(2.12 mg g - 1)、可溶性固形物含量(TSS)(12.9%)、酸转化酶(AI) (0.15 μ mol/min mg蛋白)、山梨醇氧化酶(SOX) (0.24 nmol/min mg蛋白)和山梨醇脱氢酶(SDH) (0.63 nmol/min mg蛋白)。在所有被试梨品种中,“patharakh”在树上贮藏期间比其他被试品种更能保持优良的品质特征。
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引用次数: 0
The impact of selenium fertilizer application on the yield, quality, and selenium accumulation characteristics of sweet potato 硒肥施用对甘薯产量、品质及硒积累特性的影响
IF 2.2 4区 生物学 Q2 PLANT SCIENCES Pub Date : 2025-10-27 DOI: 10.1007/s11738-025-03846-w
Huifeng Li, Yixuan Zhang, Yanqing Li, Yongmei Huang, Jingfeng Hua, Jie Yin, Dong Xiao, Tianyuan Chen

Selenium is an essential trace element for human health, and its deficiency may lead to various diseases. Consuming selenium-rich vegetables represents an effective approach to enhance selenium intake. This study investigated the effects of different selenium fertilizer doses (0, 4, 8, 12, and 16 mg/kg) on agronomic traits, nutritional quality, yield, and selenium accumulation in the sweet potato variety Guishu 10. The objective was to identify the most suitable selenium application level for this variety and provide scientific support for selenium-rich sweet potato production. Results demonstrated that exogenous selenium application increased branch number per plant, maximum vine length, and tuber number per plant, while promoting nutrient uptake and consequently enhancing yield (by 26%). The contents of soluble sugars and starch increased, whereas reducing sugars and protein decreased. Furthermore, selenium fertilization significantly elevated selenium concentrations in different plant parts, showing a consistent distribution pattern across all selenium doses: tuber > stem > leaf > fibrous root, indicating tubers’ strong capacity for selenium accumulation. These findings confirm that selenium fertilizer dosage significantly influences selenium accumulation in sweet potatoes. Within the experimental dose range examined in this study (0–16 mg/kg), the 16 mg/kg selenium application demonstrated optimal performance in improving soil fertility, promoting plant growth, enhancing quality parameters, and increasing yield.

硒是人体健康必需的微量元素,缺乏硒可导致多种疾病。食用富含硒的蔬菜是提高硒摄入量的有效途径。研究了不同硒肥剂量(0、4、8、12和16 mg/kg)对贵薯10号农艺性状、营养品质、产量和硒积累的影响。目的是确定该品种最适宜的硒施用水平,为富硒红薯生产提供科学依据。结果表明,外源硒增加了单株分枝数、最大藤长和单株块茎数,同时促进了养分吸收,从而提高了产量(26%)。可溶性糖和淀粉含量增加,还原糖和蛋白质含量减少。此外,施用硒显著提高了植株各部位硒的浓度,且在各硒剂量下呈现出一致的分布规律:块茎、茎、叶、纤维根,说明块茎具有较强的硒积累能力。上述结果证实了硒肥用量对甘薯硒积累有显著影响。在本研究试验剂量范围内(0 ~ 16 mg/kg), 16 mg/kg施硒在提高土壤肥力、促进植物生长、提高品质参数和增产方面表现最佳。
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引用次数: 0
Metagenomic analysis of two bread wheat (Triticum aestivum. L.) varieties for exploring rhizosphere Microbiome and culture-able beneficial plant growth-promoting rhizobacteria 两种面包小麦的宏基因组分析。L.探索根际微生物组和可培养有益植物生长的根细菌的品种
IF 2.2 4区 生物学 Q2 PLANT SCIENCES Pub Date : 2025-10-27 DOI: 10.1007/s11738-025-03848-8
Irum Naz, Asghari Bano, Muhammed Sajjad Mirza, Tamoor Ul Hassan

Established methods of agricultural farming and crop fertilization are unsustainable. Ecologically reliable means are essential to meet growing demand and crop yield improvement. Rhizosphere microbiome and root- associated bacteria of cereal crops (culture able and non-culture able) can aid to improve nutrient availability, fertility status of soil and crop production. Culture-dependent and culture-independent techniques were utilized to examine the diversity of bacteria associated with the rhizosphere and rhizoplane of the two wheat (Triticum aestivum. L) Varieties, Chakwal-50 and Freed-06. From two wheat varieties cultivated in the National Agriculture Research Council (NARC), 29 bacterial isolates were isolated through culture-dependent techniques. Browsing of rhizosphere soil of wheat varieties was also done for identification of microbial taxa, richness of 16 S-rRNA and nifH genes through non-culture-based practices, including cloning and Restriction Fragment length polymorphism (RFLP) analysis. Through RFLP and quantitative polymerase chain reaction (qPCR), 450 PCR amplicon were identified. From 29 isolates, five bacteria species Pseudomonas moraviensis, Stenotrophomonas maltophilia, Exiguobacterium undae, Sphingobacterium sp., and Microbacterium paraoxydan were selected on the basis of better survival efficiency, P-solublization potential and indole-acetic acid and gibberellic acid production for inoculation in field conditions. The obtained sequences resembled 11 phyla of bacteria. Bacterial sequences (16 S-rRNA) were identified by pyrosequencing in both varieties of wheat. Chakwal-50 had 1897 sequences and in the Freed-06 variety, 2614 sequences were identified that shared similarities with a total of 10 phyla of Archaea and Bacteria. Proteobacteria and its associated families appeared as major taxa having 44–47% sequences in both varieties. Other major phyla were Actinobacteria, Acidobacteria and Firmicutes. PGPR inoculation improved NO3-N (20–40%), P (17–40%) and K (20–25%) in the soil as compared to control. Improvement in physiological indices chlorophyll (15–25%), soluble protein (20–25%), soluble sugar (14–55%), IAA and ABA in leaves (20–50%) and different yield indices (13–30%) were recorded by the inoculation of PGPR. It is concluded that microbial taxa are recruited on the basis of root exudates and there is no major difference in microbiome of two wheat varieties.

现有的农业耕作和作物施肥方法是不可持续的。生态可靠的手段对于满足日益增长的需求和提高作物产量至关重要。谷类作物(可培养和非培养)根际微生物群和根相关细菌有助于改善养分有效性、土壤肥力状况和作物产量。采用培养依赖技术和非培养依赖技术对两种小麦(Triticum aestivum)根际和根际相关细菌的多样性进行了研究。L)品种Chakwal-50和Freed-06。从国家农业研究委员会(NARC)栽培的两个小麦品种中,通过培养依赖技术分离出29株细菌。通过非培养的方法,包括克隆和限制性片段长度多态性(RFLP)分析,对小麦品种根际土壤进行微生物分类、16个S-rRNA和nifH基因的丰富度鉴定。通过RFLP和定量聚合酶链反应(qPCR)鉴定出450个PCR扩增子。从29株分离菌株中,筛选出莫拉维假单胞菌、嗜麦芽窄养单胞菌、云状出口杆菌、棘叶杆菌和副氧微杆菌5种菌株,根据其较好的生存效率、p溶解潜力和吲哚乙酸和赤霉素产量进行田间接种。获得的序列与11门细菌相似。用焦磷酸测序法鉴定了两个小麦品种的细菌序列(16个S-rRNA)。Chakwal-50有1897个序列,在Freed-06品种中,鉴定出2614个序列与古细菌和细菌的10门共有相似性。变形菌门及其相关科是两个品种的主要分类群,序列数为44-47%。其他主要门是放线菌门、酸杆菌门和厚壁菌门。与对照相比,接种PGPR可提高土壤NO3-N(20-40%)、P(17-40%)和K(20-25%)的含量。接种PGPR后,叶片中叶绿素(15-25%)、可溶性蛋白(20-25%)、可溶性糖(14-55%)、IAA和ABA(20-50%)及不同产量指标(13-30%)均有改善。综上所述,微生物类群是在根系分泌物的基础上招募的,两个小麦品种的微生物类群没有明显差异。
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引用次数: 0
Acclimatization mechanisms in Populus deltoides roots to zinc excess 三角杨根对过量锌的驯化机制
IF 2.2 4区 生物学 Q2 PLANT SCIENCES Pub Date : 2025-10-27 DOI: 10.1007/s11738-025-03850-0
Ivana Matijević, Danijela Arsenov, Nenad Popov, Milica Živkov-Baloš, Nataša Nikolić, Slobodanka Pajević, Milan Borišev, Milan Župunski

Zinc excess can interfere with the uptake and distribution of essential nutrients, altering their homeostasis and resulting in stunted plant growth, nutrient deficiency, and chlorosis. However, plants utilize various adjustments to help improve their metabolome, enhance defense mechanisms, and thrive under challenging environmental conditions. Despite advances in understanding mechanisms towards metal tolerance, specific questions remain open, especially regarding environmental cues signaling in woody plants. The study explores the early signaling of zinc uptake and sequestration within tissues, with emphasis on cellular redox-balance and plant functional traits. Nutrient analysis revealed that Zn retention in roots was coupled with adjustments in iron and calcium homeostasis, preventing Zn overaccumulation in leaves. Excess Zn induced a decrease in growth without affecting the carbon allocation, while photosynthesis was primarily affected on the stomatal level, without apparent effects on photosystem efficiency. The study highlights poplar nutrients acquisition strategy under zinc excess conditions, where small molecules sequestration in the roots prevents zinc hyperaccumulation in above-ground parts. With such adjustments, poplar plants were able to keep above-ground biomass allocation patterns stabile, maintaining steady growth increase under adverse conditions. Zinc excess triggered proline accumulation and enhanced antioxidant enzyme activities, mitigating oxidative stress. Further on, we observed transcript-level changes indicating possible zone-specific responses to zinc in roots. This observation opens new frontiers in how environmental sensing in woody species is regulated.

锌过量会干扰必需营养素的吸收和分配,改变其体内平衡,导致植物生长迟缓、营养缺乏和黄化。然而,植物利用各种调节来帮助改善它们的代谢组,增强防御机制,并在具有挑战性的环境条件下茁壮成长。尽管对金属耐受性机制的理解有所进展,但具体问题仍未解决,特别是木本植物的环境信号信号。本研究探讨了锌在组织内吸收和封存的早期信号,重点是细胞氧化还原平衡和植物功能性状。营养分析表明,锌在根系中的保留与铁钙平衡的调节相结合,防止了锌在叶片中的过度积累。过量Zn诱导生长下降,但不影响碳分配;光合作用主要在气孔水平受到影响,对光合系统效率无明显影响。该研究强调了杨树在锌过量条件下的营养获取策略,其中根中的小分子封存防止了地上部分锌的过度积累。通过这种调整,杨树能够保持地上生物量分配格局的稳定,在不利条件下保持稳定的生长增长。锌过量引发脯氨酸积累,增强抗氧化酶活性,减轻氧化应激。进一步,我们观察到转录水平的变化表明根系对锌的可能区域特异性反应。这一观察结果为木本物种的环境感知如何受到调节开辟了新的领域。
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引用次数: 0
NMR-metabolomic analysis of banana (Musa acuminata) plants in response to λ-carrageenan treatment 香蕉(Musa acuminata)植株对λ-卡拉胶处理的核磁共振代谢组学分析
IF 2.2 4区 生物学 Q2 PLANT SCIENCES Pub Date : 2025-10-27 DOI: 10.1007/s11738-025-03849-7
Kah-Lok Thye, Dhilia Udie Lamasudin, Zetty Norhana Balia Yusof, Janna Ong-Abdullah, Wan-Hee Cheng, Intan Safinar Ismail, Kok-Song Lai

Supplementation with λ-carrageenan has been demonstrated to enhance plant growth, including in banana plants. However, the underlying mechanisms behind this observation remain poorly understood. This study aimed to investigate the mechanism by which λ-carrageenan promotes banana plant growth using Nuclear Magnetic Resonance (NMR) spectroscopy-based metabolomic profiling. The metabolite profile of λ-carrageenan-treated banana plants revealed elevated concentrations of phosphatidylcholine, glucose 6-phosphate, glycine, fructose, isoleucine, glycerol, glucosamine 6-phosphate, choline, β-glucose, and α-glucose. Conversely, levels of α-linolenic acid, ethanol, and 3-hydroxy-3-methylglutaryl-CoA were reduced in the treatment group. Biochemical analysis further confirmed that λ-carrageenan treatment increased total carbohydrate content and glutamate synthase activity in banana plants, consistent with the observed changes in metabolite levels. Overall, these findings suggest that λ-carrageenan enhances banana plant growth by modulating carbohydrate metabolism, lipid metabolism, amino acid biosynthesis, glycolysis, and terpenoid biosynthesis. This new insight into the plant growth-stimulating effects of λ-carrageenan may be valuable for the development of next generation fertilisers.

补充λ-卡拉胶已被证明可以促进植物生长,包括香蕉植物。然而,这一观察结果背后的潜在机制仍然知之甚少。本研究旨在利用核磁共振(NMR)谱技术研究λ-卡拉胶促进香蕉植株生长的机制。经λ-卡拉胶处理的香蕉植株代谢产物谱显示,磷脂酰胆碱、6-磷酸葡萄糖、甘氨酸、果糖、异亮氨酸、甘油、6-磷酸葡萄糖胺、胆碱、β-葡萄糖和α-葡萄糖浓度升高。相反,治疗组α-亚麻酸、乙醇和3-羟基-3-甲基戊二酰辅酶a水平降低。生化分析进一步证实,λ-卡拉胶处理增加了香蕉植株的总碳水化合物含量和谷氨酸合成酶活性,与观察到的代谢物水平变化一致。综上所述,λ-卡拉胶通过调节碳水化合物代谢、脂质代谢、氨基酸生物合成、糖酵解和萜类生物合成促进香蕉植株生长。这种对λ-卡拉胶植物生长刺激作用的新认识可能对下一代肥料的开发有价值。
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引用次数: 0
Resilient soybeans for a changing climate: analyzing traditional and emerging new plant breeding technologies to combat abiotic stresses 适应气候变化的弹性大豆:分析传统和新兴的植物育种技术以对抗非生物胁迫
IF 2.2 4区 生物学 Q2 PLANT SCIENCES Pub Date : 2025-10-27 DOI: 10.1007/s11738-025-03847-9
Bareera Nasir, Saleem Ur Rahman, Abdaal Ali, Ehtisham Shafique, Nighat Zia, Niaz Ahmad, Ghulam Raza, Rubina Bukhari

Soybean is a major global source of vegetable oil and protein, with over 77% of its production used in livestock feed, while the remainder is processed into various soy products for human consumption and biofuel production. However, climate change, characterized by prolonged drought periods and rising temperatures, has increasingly threatened soybean productivity, leading to substantial yield losses. For developing soybean germplasm with improved resilience to abiotic stress, researchers have explored various strategies to combat these challenges. Although these approaches have shown success, they still have inherent limitations and necessitate further advancements. In recent years, the field of crop improvement has been revolutionized with the new Plant Breeding Technologies (NPBTs), offering a powerful tool to improve stress resilience in soybean. This review highlights key abiotic stresses affecting soybean and explores the promising stress-resilient soybean germplasm developed through NPBTs. Special emphasis is given to specific NPBTs, which have demonstrated strong potential for improving abiotic stress-resilience in soybean. The insights presented aim to assist the agricultural sector in cultivating high-yield, stress-resilient soybean cultivars.

大豆是全球植物油和蛋白质的主要来源,其产量的77%以上用于牲畜饲料,而其余部分则加工成各种豆制品供人类消费和生物燃料生产。然而,以干旱期延长和气温上升为特征的气候变化日益威胁着大豆的生产力,导致了大量的产量损失。为了开发具有更好抗非生物胁迫能力的大豆种质,研究人员已经探索了各种策略来应对这些挑战。虽然这些方法已经取得了成功,但它们仍然有固有的局限性,需要进一步的发展。近年来,随着植物育种新技术的出现,作物改良领域发生了革命性的变化,为提高大豆的抗逆性提供了有力的工具。本文综述了影响大豆的主要非生物胁迫,并对利用NPBTs开发的抗逆性大豆种质资源进行了展望。特别强调了特定的NPBTs,这些NPBTs已显示出提高大豆非生物抗逆性的强大潜力。提出的见解旨在帮助农业部门培育高产、抗逆性强的大豆品种。
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引用次数: 0
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Acta Physiologiae Plantarum
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