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Artificial intelligence in biology and medicine 生物和医学中的人工智能。
IF 2.1 3区 生物学 Q2 MULTIDISCIPLINARY SCIENCES Pub Date : 2025-10-17 DOI: 10.1007/s00114-025-02029-4
Liliya Iskuzhina, Zafarkhuja Turaev, Artem Rozhin, Aleksei Romanov, Ekaterina Skomorokhova, Ilnur Ishmukhametov, Elvira Rozhina

This article explores the role of artificial intelligence (AI) in medicine and biology. Special attention is given to areas of biology such as genomics, proteomics, biotechnology, cell, and synthetic biology. In the field of medicine, the emphasis is on diagnosis, vaccine development, and treatment of various diseases, including COVID-19. The future of AI is explored, including explainable AI and biologically inspired models, as well as the synergy of AI with other advanced technologies, such as robotics and nanotechnology. The limitations and challenges facing AI are also analysed, including ethical and legal aspects, data quality issues, and the need for standardisation. The article emphasises that the potential of AI can both improve the quality of life and accelerate scientific discovery, and increase the occurrence of risks associated with its introduction into the scientific process. It concludes by emphasising the need for responsible use of AI to preserve scientific diversity and innovation.

本文探讨了人工智能(AI)在医学和生物学中的作用。特别关注生物学领域,如基因组学,蛋白质组学,生物技术,细胞和合成生物学。在医学领域,重点是包括COVID-19在内的各种疾病的诊断、疫苗开发和治疗。探讨了人工智能的未来,包括可解释的人工智能和生物启发模型,以及人工智能与其他先进技术的协同作用,如机器人和纳米技术。还分析了人工智能面临的限制和挑战,包括道德和法律方面,数据质量问题以及标准化的必要性。文章强调,人工智能的潜力既可以提高生活质量,加速科学发现,也可以增加将其引入科学过程的风险。报告最后强调,需要负责任地使用人工智能,以保护科学多样性和创新。
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引用次数: 0
Recovering lost time in Syria: a gigantic latest Cretaceous azhdarchid pterosaur from the Palmyrides mountain chain 在叙利亚找回失去的时间:一只巨大的白垩纪阿兹达尔奇翼龙,来自帕尔米骑斯山脉。
IF 2.1 3区 生物学 Q2 MULTIDISCIPLINARY SCIENCES Pub Date : 2025-10-16 DOI: 10.1007/s00114-025-02032-9
Wafa A. Alhalabi, Felipe L. Pinheiro, Issam Bou Jaoude, Mohamad J. Ismail, Xabier Pereda Suberbiola, Nathalie Bardet, Max C. Langer

Azhdarchidae was a diverse group of toothless pterosaurs and one of the few lineages of flying reptiles to survive to the end of the Cretaceous. Despite including medium-sized forms, the group is notable for their gigantic representatives, which correspond to the largest known flying animals. Azhdarchids had a nearly global distribution during the Late Cretaceous, including the Arabian Plate, with records in Lebanon and Jordan, such as the iconic Arambourgiana philadelphiae. Here, we report the first azhdarchid, and indeed the first pterosaur, from Syria, recovered from early Maastrichtian phosphate deposits of the Palmyrides mountain chain, near Palmyra (Tadmur). It corresponds to a fragmentary left humerus, missing both its proximal and distal ends, with a preserved length of 289 mm. The Syrian pterosaur was exceptionally large, with extrapolations suggesting that, if complete, its humerus would be only about 10% smaller than the holotype humerus of Quetzalcoatlus northropi, the largest known pterosaur. The new pterosaur fossil also represents the uncommon record of a giant azhdarchid in marine deposits, confirming that these gigantic animals, though classically considered continental, could also inhabit nearshore environments. The find also underscores the widespread occurrence of gigantic azhdarchids until the latest Cretaceous, just prior to their Cretaceous/Paleogene extinction, and highlights the potential for fossil discoveries in understudied regions such as the Middle East.

Azhdarchidae是一种多样化的无牙翼龙,是少数存活到白垩纪末期的飞行爬行动物之一。尽管包括中等大小的形式,但该群体以其巨大的代表而闻名,这与已知最大的飞行动物相对应。在晚白垩纪,包括阿拉伯板块,阿兹达奇亚类几乎遍布全球,在黎巴嫩和约旦都有记录,比如标志性的费城阿氏翼龙。在这里,我们报道了来自叙利亚的第一个azhdarchid,实际上是第一个翼龙,它是在Palmyra (Tadmur)附近Palmyrides山脉的早期Maastrichtian磷酸盐矿床中发现的。它与左肱骨碎片相对应,近端和远端都缺失,长度为289毫米。叙利亚翼龙特别大,据推断,如果完整的话,它的肱骨只比已知最大的翼龙——风神翼龙(Quetzalcoatlus northropi)的完整型肱骨小10%左右。新的翼龙化石也代表了海洋沉积物中巨型阿兹达尔奇的罕见记录,证实了这些巨大的动物,尽管传统上被认为是大陆动物,也可能生活在近岸环境中。这一发现还强调了直到白垩纪晚期,也就是白垩纪/古近纪灭绝之前,巨型阿兹达尔奇类的广泛存在,并强调了在中东等研究不足的地区发现化石的潜力。
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引用次数: 0
Beyond leaf projections: the multifunctionality of leaf teeth in Violaceae 超越叶突:堇菜科植物叶齿的多功能性。
IF 2.1 3区 生物学 Q2 MULTIDISCIPLINARY SCIENCES Pub Date : 2025-10-15 DOI: 10.1007/s00114-025-02034-7
Valdnéa Casagrande Dalvi, Diego Ismael Rocha, Juliana de Paula-Souza

The diverse morphology of leaf teeth, including the presence or absence of glands, is a taxonomic attribute. However, the adaptive advantages of these projections remain unclear, and the nature of the glands associated with the margins is commonly disregarded. We selected two species of Violaceae (Pombalia atropurpurea and Anchietea pyrifolia) to describe the morphoanatomy and micromorphology of the leaf teeth and to unravel the nature of the associated glands. Leaves at different developmental stages were collected, fixed, and processed according to standard light and scanning electron microscopy techniques (including SEM–EDS). The guttation process was conducted on young plants of P. atropurpurea. Both species show vascularized teeth bearing a colleter in the apical portion and a hydathode with evident modified stomata, with guttation observed. The colleters are of the standard type and secrete mucilage and proteins in the initial stages of leaf development. In expanded leaves, the colleters are completely collapsed and the hydathodes are active. Crystals occurred along the veins, including the vasculature that irrigates the teeth. These crystals were extravasated through the modified stomata and colleters, a function previously unknown to this gland. We suggest that the leaf teeth of Violaceae perform multiple functions in the plant body, such as (i) protection against desiccation, through the sticky secretion of colleters; (ii) guttation, through modified stomata, and (iii) elimination of excess calcium in the form of crystals.

叶齿的不同形态,包括腺体的存在或不存在,是一个分类属性。然而,这些突起的适应性优势仍然不清楚,并且与边缘相关的腺体的性质通常被忽视。本文选取堇菜科植物Pombalia atropurpurea和Anchietea pyrifolia两种植物,对其叶齿的形态解剖学和显微形态学进行了研究,并揭示了叶齿相关腺体的性质。采用标准光镜和扫描电镜技术(包括SEM-EDS)对不同发育阶段的叶片进行采集、固定和处理。对紫花桐幼苗进行了灌管过程。两个种都显示有维管的齿,在顶端部有一个收集器和一个水合孔,有明显的气孔,观察到沟槽。采集器为标准型,在叶片发育初期分泌粘液和蛋白质。在展开的叶片中,收集器完全塌陷,水合器活跃。晶体沿着静脉生长,包括滋养牙齿的血管。这些晶体通过改变的气孔和收集器外溢,这是该腺体以前不知道的功能。我们认为堇菜科植物的叶齿在植物体内具有多种功能,例如(i)通过收集器的粘性分泌物来防止干燥;(2)通过改良气孔进行排气管;(3)以晶体形式排除多余的钙。
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引用次数: 0
Herbivory rate is elevated but orb-weaver spider growth unaffected by artificial light at night in subtropical forest 亚热带森林夜间人工光照对圆织蜘蛛的生长无影响,但对草食率有影响。
IF 2.1 3区 生物学 Q2 MULTIDISCIPLINARY SCIENCES Pub Date : 2025-10-14 DOI: 10.1007/s00114-025-02031-w
Yirong Guo, Yiu Siu, John A. Allcock, Caroline Dingle, Louise A. Ashton, Timothy C. Bonebrake

Artificial light at night (ALAN) is a growing threat to biodiversity and ecosystems globally. However, a limited number of studies have focused on the effect of ALAN in the tropical or subtropical regions, and the impact of ALAN on species interactions and ecological processes is particularly understudied. We introduced ALAN into light-naïve forest plots to examine whether ALAN affects herbivory rate and alters the growth and abundance of Nephila pilipes, a common orb-weaver spider. We found illuminated plots had a higher herbivory rate than control plots in the early wet season. The growth rate and abundance of the spider species, however, were not affected by ALAN. Our results indicate that ecological processes in tropical ecosystems, such as herbivory, are potentially sensitive to ALAN. Additionally, this study highlights the importance of a more mechanistic understanding of the sensitivities of tropical species interactions to ALAN and the possible complications caused by environmental variation.

夜间人造光(ALAN)对全球生物多样性和生态系统的威胁日益严重。然而,关于ALAN在热带或亚热带地区的影响的研究数量有限,对ALAN对物种相互作用和生态过程的影响的研究尤其不足。我们将ALAN引入light-naïve森林样地,以研究ALAN是否影响草食率并改变Nephila pilipes(一种常见的圆编织蜘蛛)的生长和丰度。结果表明,在湿季早期,光照小区的草食率高于对照小区。然而,ALAN对蜘蛛种类的生长速度和丰度没有影响。我们的研究结果表明,热带生态系统中的生态过程,如草食,可能对ALAN敏感。此外,本研究强调了对热带物种相互作用对ALAN的敏感性以及环境变化可能引起的并发症进行更机械理解的重要性。
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引用次数: 0
Functional insights into drought-tolerant PGPR: impacts on physiological responses and yield performance of direct-seeded rice under water stress 抗旱PGPR的功能研究:对水分胁迫下直播水稻生理反应和产量的影响
IF 2.1 3区 生物学 Q2 MULTIDISCIPLINARY SCIENCES Pub Date : 2025-10-02 DOI: 10.1007/s00114-025-02025-8
Faiza Javed, Sumera Iqbal, Muhammad Shahbaz Farooq, Khajista Jabeen, Noshin Ilyas, Abid Majeed

Drought stress poses a significant threat to rice productivity, particularly when rice is cultivated through the direct seeded system (DSR). This paper aimed to isolate and characterize drought-tolerant plant growth-promoting rhizobacteria (PGPR) from rice rhizospheric soils in arid and semi-arid areas of Pakistan and assess their efficacy in improving rice growth under drought conditions. Six isolates exhibited PGPR traits such as phosphate solubilization, indole 3-acetic acid production, ACC deaminase activity, siderophore production, and osmolyte accumulation. Pot experiments under drought stress (60% field capacity) demonstrated that inoculation with PGPR enhanced the germination rate, chlorophyll level, water status, membrane stability, and biochemical parameters in rice exceptionally. Among these, isolate NRC13, identified as Bacillus velezensis, showed the greatest efficacy in enhancing physiological, biochemical, and yield characteristics, including grain yield and 1000-grain weight under drought stress. This study provides the first evidence of Bacillus velezensis NRC13’s application in direct-seeded rice under drought conditions in Pakistan, demonstrating the potential of this novel bio-inoculant to increase rice productivity and resilience in water-deficient settings.

干旱胁迫对水稻生产力构成重大威胁,特别是当水稻通过直接播种系统(DSR)种植时。本文旨在从巴基斯坦干旱和半干旱地区的水稻根际土壤中分离到耐旱植物促生根瘤菌(PGPR),并对其进行鉴定,评价其在干旱条件下促进水稻生长的效果。6株菌株表现出磷酸增溶、吲哚3-乙酸生成、ACC脱氨酶活性、铁载体生成和渗透物积累等PGPR性状。干旱胁迫下盆栽试验(60%田间容量)表明,接种PGPR显著提高了水稻的发芽率、叶绿素水平、水分状况、膜稳定性和生化参数。其中,鉴定为velezensis芽孢杆菌的NRC13在干旱胁迫下提高籽粒产量和千粒重等生理生化和产量特性的效果最大。这项研究首次证明了velezensis NRC13在巴基斯坦干旱条件下在直接播种水稻上的应用,证明了这种新型生物接种剂在缺水环境下提高水稻生产力和抗逆性的潜力。
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引用次数: 0
Choline hydroxide mediated eco-friendly synthesis of 5-arylidene thiazol-4(5H)-one clubbed coumarin: antimicrobial evaluation and in silico studies 氢氧化胆碱介导的5-芳基噻唑-4(5H)- 1棒香豆素的生态友好合成:抗菌评价和硅研究。
IF 2.1 3区 生物学 Q2 MULTIDISCIPLINARY SCIENCES Pub Date : 2025-10-01 DOI: 10.1007/s00114-025-02026-7
Muneera S. M. Al-Saleem, Jehan Y. Al-Humaidi, Ahmed A. Elhenawy, Sayed M. Riyadh, Magdi E. A. Zaki, Ohoud A. Jefri, Sobhi M. Gomha

An efficient and eco-friendly method was developed for synthesizing coumarin–thiazolidinone hybrids using choline hydroxide as a green catalyst. A series of arylidene derivatives (3a–i, 5) were prepared and characterized. Antimicrobial screening against Gram-positive and Gram-negative bacteria, yeast, and fungi demonstrated significant activity, particularly for compound 3c, which produced inhibition zones of up to 30.8 mm against Staphylococcus aureus, and compound 3i, which showed a MIC of 6.25 µg/mL against Escherichia coli, comparable to standard antibiotics. Structure–activity relationship analysis revealed that electron-donating substituents (–OCH₃, indolyl) markedly enhanced potency, while halogen and nitro substituents reduced activity. DFT calculations supported these findings, with 3i showing a low HOMO–LUMO gap (3.183 eV) indicating high reactivity. Molecular docking against Staphylococcus aureus dihydrofolate reductase (PDB: 2XCT) confirmed strong binding, with compound 3c achieving a docking score of –8.6 kcal/mol. These results establish coumarin–thiazolidinone hybrids as promising scaffolds for antimicrobial drug development.

以氢氧化胆碱为绿色催化剂,建立了一种高效、环保的香豆素-噻唑烷酮杂合体合成方法。制备了一系列芳基芳烃衍生物(3a- 1,5)并对其进行了表征。对革兰氏阳性和革兰氏阴性细菌、酵母和真菌的抗菌筛选显示出显著的活性,特别是化合物3c对金黄色葡萄球菌产生高达30.8 mm的抑制区,化合物3i对大肠杆菌的MIC为6.25 μ g/mL,与标准抗生素相当。构效关系分析表明,供电子取代基(-OCH₃,吲哚基)显著提高了活性,而卤素和硝基取代基降低了活性。DFT计算支持了这些发现,3i显示出低HOMO-LUMO间隙(3.183 eV),表明高反应性。与金黄色葡萄球菌二氢叶酸还原酶(PDB: 2XCT)的分子对接证实了强结合,化合物3c的对接评分为-8.6 kcal/mol。这些结果表明香豆素-噻唑烷酮复合物是一种很有前途的抗菌药物开发支架。
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引用次数: 0
Group living influences larval melanism in gregarious caterpillars 群居生活影响群居毛虫幼虫的黑化。
IF 2.1 3区 生物学 Q2 MULTIDISCIPLINARY SCIENCES Pub Date : 2025-09-25 DOI: 10.1007/s00114-025-02027-6
Mónica F. Cisternas, Rodrigo S. Ríos, Ernesto Gianoli

Group living in gregarious caterpillars provides several benefits, including enhanced anti-predator defense and improved thermoregulation. Melanism affects both thermoregulation, with melanic forms warming up faster, and anti-predator protection, through its link to aposematic coloration and cuticle thickening. Due to the macroevolutionary association between larval gregariousness and aposematic coloration in Lepidoptera, it has been hypothesized that gregariousness could have evolved to maximize the warning coloration signal. We evaluated melanism patterns in caterpillars from the gregarious swallowtail Battus polydamas archidamas reared singly and in groups of ten individuals. We compared melanism in caterpillars from two populations differing in climate and predation risk, testing for an association between melanism and thermoregulation and/or anti-predator protection. We expected to find darker caterpillars in the colder population, which also showed a higher predation risk from ants. Considering that the group of caterpillars may maximize the warning signal, we hypothesized that solitary caterpillars would be darker (more aposematic). The degree of larval melanism was similar in both populations. Caterpillars in groups showed decreased levels of melanism compared to solitary caterpillars in both populations. Concerning performance costs of melanism, darker caterpillars were slightly—yet not significantly—smaller. Results suggest that the patterns of larval melanism in solitary vs gregarious caterpillars might be rather fixed, less related to current ecological conditions than to the evolutionary importance of aposematic coloration. If the general pattern for gregarious caterpillars results to be that larval melanism has negligible costs, then decreased melanism could be considered another benefit of gregariousness in Lepidoptera.

群居生活的毛毛虫有几个好处,包括增强对捕食者的防御和改善体温调节。黑素病既影响体温调节,使黑素变暖得更快,也影响抗捕食者保护,通过它与警示色和角质层增厚的联系。由于鳞翅目幼虫的群居性与警告色之间的宏观进化关系,人们假设群居性可能是为了最大化警告色信号而进化的。我们评估了群居燕尾batus polydamas archidamas的幼虫的黑化模式,这些幼虫是单独饲养和10个个体的群体饲养的。我们比较了两种不同气候和捕食风险的毛毛虫种群的黑化程度,测试了黑化与体温调节和/或反捕食保护之间的联系。我们预计在寒冷的种群中会发现颜色较深的毛虫,这也表明被蚂蚁捕食的风险更高。考虑到成群的毛毛虫可能会最大限度地发出警告信号,我们假设单独的毛毛虫会更暗(更具警示性)。两个种群的幼虫黑化程度相似。在两个种群中,成群的毛毛虫与单独的毛毛虫相比,黑化程度有所降低。关于变黑的性能成本,颜色更深的毛虫略小,但不是很明显。结果表明,独居和群居幼虫的黑化模式可能是相当固定的,与当前的生态条件关系不大,而与警告色的进化重要性有关。如果群居毛毛虫的一般模式导致幼虫变黑的代价可以忽略不计,那么变黑的减少可以被认为是鳞翅目群居的另一个好处。
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引用次数: 0
Structural, histochemical, and ecological peculiarities of lenticular leaf galls induced on the epiphytic fern Microgramma vacciniifolia (Polypodiaceae) 水蛭科附生蕨类植物透镜状叶瘿的结构、组织化学和生态特性
IF 2.1 3区 生物学 Q2 MULTIDISCIPLINARY SCIENCES Pub Date : 2025-09-16 DOI: 10.1007/s00114-025-02023-w
Bruno Garcia Ferreira, Ricardo Enrique de Azevedo Farias Godoy, Gabriela Soares Martins, Ana Carolina Ribeiro de Noronha, Atiles Reis, Marcelo Guerra Santos

Interactions among gall inducers and ferns, particularly in epiphytic Polypodiaceae, remain poorly understood. In this study, we investigated lenticular Cecidomyiidae galls induced on the leaves of the epiphyte Microgramma vacciniifolia and compared their developmental cycle, interactions, and anatomical, histochemical, and histometrical profiles with those of ungalled leaves. These galls, covered by a silky film produced by the larva, exhibit a multivoltine life cycle, with induction occurring on expanded leaves throughout both dry and rainy seasons. Interactions with Holopothrips (Thysanoptera) were observed during the rainy season, suggesting potential predation and kleptoparasitism. Anatomical and histometric changes in galls are minimal, but the cell layer in contact with the gall inducer strongly accumulates reducing sugars, proteins, lipids, and phenolics, likely supporting larval nutrition and the plant’s antioxidant response. Comparing these galls to those on other epiphytic Polypodiaceae, such as Niphidium crassifolium, and investigating the phylogeny of the galling Cecidomyiidae could reveal whether these relationships coevolved and whether gall simplicity represents an ancestral trait or a derived adaptation in ferns. This study highlights the need for further research to understand the evolutionary and ecological dynamics of plant–insect interactions in epiphytic systems.

胆诱导剂和蕨类植物之间的相互作用,特别是在附生水蛭科,仍然知之甚少。在这项研究中,我们研究了在附生植物Microgramma vacciniifolia的叶子上诱导的透镜状瘿,并比较了它们的发育周期、相互作用以及解剖、组织化学和组织形态学特征。这些虫瘿被幼虫产生的丝状膜覆盖,表现出多伏特的生命周期,在干旱和雨季都发生在膨胀的叶子上。在雨季观察到与全翅蓟马(Thysanoptera)的相互作用,提示潜在的捕食和偷窃寄生。胆囊的解剖和组织结构变化很小,但与胆囊诱导剂接触的细胞层大量积累还原糖、蛋白质、脂质和酚类物质,可能支持幼虫的营养和植物的抗氧化反应。将这些胆囊与其他附生水蛭科植物(如Niphidium crassifolium)的胆囊进行比较,并研究胆囊瘿科的系统发育,可以揭示这些关系是否共同进化,以及胆囊简单性是否代表了蕨类植物的祖先特征或衍生适应。该研究强调了对附生系统中植物-昆虫相互作用的进化和生态动力学的进一步研究的必要性。
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引用次数: 0
The Impact of LINC-PINT polymorphisms on HNSCC risk in a Chinese han population LINC-PINT多态性对中国汉族人群HNSCC风险的影响
IF 2.1 3区 生物学 Q2 MULTIDISCIPLINARY SCIENCES Pub Date : 2025-09-16 DOI: 10.1007/s00114-025-02024-9
Lingyu Kong, Wenjing Wang, Hang Meng, Mengnan Hou, Shan Wang, Wanli Ren, Hao Dai, Bin Li, Tianbo Jin

Head and neck squamous carcinoma (HNSCC) is one of the most common malignant tumors in the upper gastrointestinal tract. Inherited genes are non-modifiable risk factors for HNSCC. This study aims to determine the association between LINC-PINT polymorphism and the risk of HNSCC risk in a Chinese Han population. Genomic DNA was extracted from the whole blood samples of 524 HNSCC patients and 517 healthy controls. The associations of LINC-PINT polymorphisms and HNSCC susceptibility were evaluated through logistic regression analysis. Our study showed that rs157916, rs16873842, and rs7781295 were related to an increased susceptibility to HNSCC. Stratification analyses demonstrated that rs157916 and rs7781295 were associated with an increased risk of HNSCC in age ≤ 46 years, men, and thyroid SCC. Rs16873842 and rs7801029 showed an enhanced risk of HNSCC in men. Additionally, rs16873842 and rs7781295 may increase the risk of Nasopharyngeal SCC. Moreover, the combination of rs7801029 and rs7781295 could serve as a predictive model for HNSCC. This study suggests that LINC-PINT polymorphisms may be correlated with an increased risk of HNSCC.

头颈部鳞状癌(HNSCC)是上消化道最常见的恶性肿瘤之一。遗传基因是HNSCC不可改变的危险因素。本研究旨在确定中国汉族人群中LINC-PINT多态性与HNSCC风险之间的关系。从524例HNSCC患者和517例健康对照者的全血样本中提取基因组DNA。通过logistic回归分析评估LINC-PINT多态性与HNSCC易感性的关系。我们的研究表明rs157916、rs16873842和rs7781295与HNSCC易感性增加有关。分层分析显示rs157916和rs7781295与年龄≤46岁、男性和甲状腺鳞状细胞癌的风险增加相关。Rs16873842和rs7801029在男性中显示出更高的HNSCC风险。此外,rs16873842和rs7781295可能增加鼻咽部SCC的风险。rs7801029和rs7781295组合可作为HNSCC的预测模型。这项研究表明,LINC-PINT多态性可能与HNSCC的风险增加有关。
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引用次数: 0
Silicic acid seed pre-treatment modulates growth and antioxidant responses in maize under drought stress 硅酸预处理对干旱胁迫下玉米生长和抗氧化反应的调节作用
IF 2.1 3区 生物学 Q2 MULTIDISCIPLINARY SCIENCES Pub Date : 2025-09-10 DOI: 10.1007/s00114-025-02021-y
Abid Ali, Sara Zafar, Kashf Mehmood, Zuhair Hasnain, Muhammad Nawaz, Syed Muhammad Junaid Jalal Gilani, Manzer H. Siddiqui, Saud Alamri, Shahbaz Khan

Drought stress is the most vulnerable abiotic factor affecting plant growth and yield. The use of silicic acid as seed priming treatment is emerging as an effective approach to regulate maize plants susceptibility to water stress. The study was formulated for investigating the effect of silicic acid seed priming treatment in modulating the oxidative defense and key physio-biochemical attributes of maize plants under drought stress conditions. Silicic acid (control, 0.3, 0.5, 0.7, and 1 mM) primed seeds of maize cultivars Gohar-19 and Pak Afghoi were sown in soil filled pots at 100% and 60% field capacity. At 60% field capacity, a marked decline in fresh (1.23, 1.03 g) and dry (0.45, 0.38 g) biomass was observed as compared to 100% field capacity (1.34, 1.13 g; 0.53, 0.50 g) in Gohar-19, which exhibited better performance as compared to Pak Afghoi under control and drought stress conditions. Notably, seed priming with 1 mM silicic acid markedly enhanced antioxidant enzyme activities including peroxidase, superoxide dismutase, and catalase, thereby strengthening the antioxidant defense system. Additionally, primed seeds exhibited improved accumulation of primary and secondary metabolites critical for stress adaptation. Principal component analysis confirmed a distinct separation of attributes with respect to silicic acid pretreatment under water stress in maize plants. These findings demonstrate that silicic acid seed priming effectively enhances maize growth and biochemical resilience under drought stress by activating antioxidant defenses and modulating key metabolic pathways. This approach holds a significant potential as a sustainable agronomic practice to mitigate drought effects and to improve crop productivity through nutri-priming.

干旱胁迫是影响植物生长和产量的最脆弱的非生物因子。硅酸灌种是调节玉米植株水分胁迫敏感性的有效途径。本试验旨在研究干旱胁迫条件下硅酸灌种处理对玉米植株氧化防御及关键生理生化特性的调节作用。用硅酸(对照、0.3、0.5、0.7和1 mM)灌种玉米品种Gohar-19和Pak Afghoi,分别在100%和60%田间容量的灌土罐中播种。在田间容量为60%时,与100%田间容量(1.34、1.13 g; 0.53、0.50 g)相比,Gohar-19的新鲜生物量(1.23、1.03 g)和干生物量(0.45、0.38 g)显著下降,与对照和干旱胁迫条件下的Pak Afghoi相比表现更好。值得注意的是,1 mM硅酸灌种可显著提高抗氧化酶活性,包括过氧化物酶、超氧化物歧化酶和过氧化氢酶,从而增强抗氧化防御系统。此外,处理后的种子表现出对胁迫适应至关重要的初级和次级代谢物的积累。主成分分析证实了硅酸预处理在玉米植株水分胁迫下具有明显的属性分离。上述结果表明,硅酸种子启动通过激活抗氧化防御和调节关键代谢途径,有效提高了干旱胁迫下玉米的生长和生化抗逆性。这种方法作为一种可持续的农艺实践具有巨大的潜力,可以减轻干旱影响,并通过营养注入提高作物生产力。
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