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Precision-based augmented manure for pH-targeted soil acidification: improved phosphate-mediated cadmium immobilization and canola growth in calcareous soils 以ph为目标的土壤酸化精准增强型肥料:在钙质土壤中改善磷酸盐介导的镉固定和油菜生长
IF 5.2 2区 农林科学 Q1 AGRICULTURE, MULTIDISCIPLINARY Pub Date : 2025-11-28 DOI: 10.1186/s40538-025-00883-y
Muhammad Naveed, Iqra Abid, Muhammad Munir, Abdul Ghafoor, Nashi Alqahtani, Sabreena Islam, Hassan Ali-Dinar, Adnan Mustafa

Cadmium (Cd) contamination in agricultural soils poses a significant threat to sustainable food production, necessitating innovative remediation strategies. This study introduces knowledge-based augmented manure (AM), formulated through controlled microbial oxidation of sulfur to generate H+ ions for targeted soil acidification, optimizing phosphate (P)-mediated Cd immobilization. A greenhouse experiment was conducted using B. napus in non-spiked and Cd-spiked alkaline soils (0 and 60 mg kg−1 Cd), with two P fertilizer rates (0.5% and 1% DAP) applied in combination with either normal manure (NM) or AM. The amendment rates (P40 and P80) were determined based on an incubation trial to achieve specific soil pH targets (7.5 and 6.5) while preventing over-acidification. Results showed that Cd stress severely impaired plant growth and triggered antioxidant enzyme activity. However, AM + P80 significantly improved plant physiological and agronomic traits, leading to a 90.9% reduction in Cd bioaccumulation, an 83% decrease in the Cd bioconcentration factor, and a 78.8% decline in the Cd harvest index. Additionally, the AM + P80 treatment reduced the health risk index by 83.2%, demonstrating its potential to enhance soil health, suppress Cd uptake, and safeguard food safety. These findings highlight AM as a promising, precision-based soil amendment that regulates pH, optimizes P-Cd interactions, and improves plant resilience in Cd-contaminated calcareous soils.

Graphical Abstract

农业土壤中的镉污染对可持续粮食生产构成重大威胁,需要创新的修复策略。本研究介绍了基于知识的增强型肥料(AM),该肥料通过控制硫的微生物氧化来产生H+离子,用于靶向土壤酸化,优化了磷酸盐(P)介导的镉固定化。在碱性土壤(0和60 mg kg - 1 Cd)上施用甘蓝型油菜,在普通肥料(NM)和AM的基础上施用两种磷肥(0.5%和1% DAP)。修正率(P40和P80)是根据孵育试验确定的,以达到特定的土壤pH目标(7.5和6.5),同时防止过度酸化。结果表明,Cd胁迫严重损害植株生长,并诱发抗氧化酶活性。然而,AM + P80显著改善了植物生理农艺性状,导致Cd生物累积量降低90.9%,Cd生物富集系数降低83%,Cd收获指数降低78.8%。此外,AM + P80处理降低了83.2%的健康风险指数,显示了其改善土壤健康、抑制Cd吸收和保障食品安全的潜力。这些发现强调了AM作为一种有前景的、基于精确的土壤改良剂,可以调节pH值,优化P-Cd相互作用,提高cd污染钙质土壤的植物恢复能力。图形抽象
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引用次数: 0
DOTAP-functionalized DNA nanocages enable efficient miR168d trafficking to antagonize PVY infection by modulating HSP90-5 homeostasis dotap功能化的DNA纳米笼通过调节HSP90-5稳态,实现miR168d的有效转运,从而拮抗PVY感染
IF 5.2 2区 农林科学 Q1 AGRICULTURE, MULTIDISCIPLINARY Pub Date : 2025-11-27 DOI: 10.1186/s40538-025-00893-w
Yanwei Gong, Junying Zhang, Liu Yang, Xinyi Zhao, Lingdie Wang, Dong An, Lianqiang Jiang, Yubing Jiao, Lili Shen

Background

Plant viruses cause severe agricultural losses. Conventional pesticides have issues such as residues and resistance, while the delivery efficiency of functional microRNAs in RNA interference strategies is low. This study aimed to evaluate the inhibitory effect of miR168d on potato virus Y in Nicotiana benthamiana and construct a high-efficiency nanodelivery system.

Results

MicroRNA168d significantly reduces the replication and spread of potato virus Y by targeting and inhibiting Heat Shock Protein 90-5. For the nanocomplex with a tetrahedral DNA nanostructure as the carrier and the cationic lipid 1,2-dioleoyl-3-trimethylammonium propane (DOTAP) as the coating—characterization showed that it enhances the vascular transport efficiency, nuclease resistance, and cellular permeability of miR168d. Additionally, this nanocomplex exhibits low toxicity and good biocompatibility toward tobacco suspension cells. After foliar application, the nanocomplex group showed higher accumulation of miR168d in the leaves and stems of N. benthamiana compared with that in the control group. Specifically, the accumulation of mRNA and protein of the PVY coat protein in the nanocomplex group decreased by 64.3% and the corresponding percentage (consistent with the reduction at the protein level), respectively. As a result, the disease resistance of the plants was significantly improved.

Conclusion

This study reveals the antiviral mechanism of the miR168d-HSP90-5 regulatory module, provides a green non-transgenic nanoscale strategy, and is of great significance for agricultural antiviral breeding and sustainable agriculture.

Graphical abstract

植物病毒造成严重的农业损失。传统农药存在残留和抗性等问题,而RNA干扰策略中功能性microrna的递送效率较低。本研究旨在评价miR168d对马铃薯本烟毒Y病毒的抑制作用,并构建高效的纳米递送体系。结果smicrorna168d通过靶向和抑制热休克蛋白90-5,显著降低马铃薯Y病毒的复制和传播。以四面体DNA纳米结构为载体,阳离子脂质1,2-二油基-3-三甲基丙烷铵(DOTAP)为涂层的纳米复合物的表征表明,它提高了miR168d的血管转运效率、核酸酶抗性和细胞通透性。此外,该纳米复合物对烟草悬浮细胞具有低毒性和良好的生物相容性。叶面施药后,纳米复合物处理组benthamiana叶片和茎中miR168d的积累量高于对照组。具体而言,纳米复合物组PVY外壳蛋白mRNA和蛋白质的积累量分别减少了64.3%和相应的百分比(与蛋白质水平的减少一致)。结果表明,植株的抗病性明显提高。结论本研究揭示了miR168d-HSP90-5调控模块的抗病毒机制,提供了一种绿色的非转基因纳米级策略,对农业抗病毒育种和农业可持续发展具有重要意义。图形抽象
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引用次数: 0
Endophytic Burkholderia plantarii BpMS90 protects harvested tomato against gray mold via antagonistic action and disease resistance induction 植物内生伯克霍尔德菌BpMS90通过拮抗作用和抗病诱导保护收获的番茄免受灰霉病的侵袭
IF 5.2 2区 农林科学 Q1 AGRICULTURE, MULTIDISCIPLINARY Pub Date : 2025-11-26 DOI: 10.1186/s40538-025-00887-8
Kangwei Xie, Yusha Du, Xiujuan Gan, Jiatong Zhang, Xinling Liu, Tieyi Hu, Jian Liang, Niqi Xie, Xingyong Yang

Background

Gray mold, a highly destructive disease that affects economically significant crops such as tomatoes, has been a subject of considerable research. Biological control via microorganisms is considered safe, effective, and environmentally friendly. Therefore, screening for biocontrol agents against Botrytis cinerea and elucidating their antagonistic mechanisms are essential for the biological management of tomato gray mold.

Results

In this study, Burkholderia plantarii BpMS90, which exhibited a 63.51% inhibition rate against B. cinerea and broad-spectrum antifungal activity against 10 plant pathogenic fungi, was isolated from the roots of Potentilla kleiniana. Biochemical, morphological, and genomic analyses classified BpMS90 as a strain of B. plantarii. Microscopic examination revealed that BpMS90 inhibited B. cinerea hyphae growth and markedly suppressed B. cinerea spore germination. Needle inoculation assays revealed that BpMS90 mitigates tomato fruit gray mold disease symptoms. Transcriptomic analysis and quantitative reverse transcription polymerase chain reaction demonstrated that BpMS90 induces the upregulation of disease resistance-associated genes, such as RPM1, RPS2, and PIK1 within the Avr-mediated defense pathway.

Conclusions

BpMS90 reduces the relative abundance of B. cinerea in postharvest tomato fruit and mitigates rot diseases caused by this fungus during storage by inducing the upregulation of genes involved in Avr-mediated defense pathways. This study is the first to reveal the biocontrol potential of BpMS90, thereby laying a foundation for B. cinerea control strategies and offering valuable insights into the postharvest biological control of fruits.

Graphical Abstract

灰霉病是一种极具破坏性的疾病,影响经济上重要的作物,如西红柿,一直是大量研究的主题。通过微生物进行生物防治被认为是安全、有效和环保的。因此,筛选番茄灰霉病的生物防治药剂并阐明其拮抗机制对番茄灰霉病的生物防治具有重要意义。结果从蕨麻根中分离得到了对灰绿杆菌抑制率为63.51%的植物伯克霍尔德菌BpMS90,并对10种植物病原真菌具有广谱抗真菌活性。生化、形态学和基因组分析将BpMS90归类为植物芽孢杆菌菌株。镜检结果显示,BpMS90能抑制灰葡萄球菌菌丝生长,显著抑制灰葡萄球菌孢子萌发。针接种试验表明,BpMS90可减轻番茄果实灰霉病的症状。转录组学分析和定量逆转录聚合酶链反应表明,BpMS90可诱导avr介导的防御通路中抗病相关基因如RPM1、RPS2和PIK1的上调。结论sbpms90通过诱导avr介导的防御通路相关基因的上调,降低了采后番茄果实中灰霉病菌的相对丰度,减轻了贮藏过程中灰霉病菌引起的腐病。本研究首次揭示了BpMS90的生物防治潜力,从而为灰灰双歧杆菌的防治策略奠定了基础,并为果实采后生物防治提供了有价值的见解。图形抽象
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引用次数: 0
Enhancing wheat resilience to combined drought and heat stress through genetic mapping of transgenerational stress memory 通过跨代胁迫记忆遗传作图提高小麦对干旱和热联合胁迫的抗逆性
IF 5.2 2区 农林科学 Q1 AGRICULTURE, MULTIDISCIPLINARY Pub Date : 2025-11-23 DOI: 10.1186/s40538-025-00889-6
Amr Elkelish, Ahmad M. Alqudah, Sulaiman A. Alsalamah, Hussain Alqahtani, Haifa A. S. Alhaithloul, Amr Fouda, Celestin Ukozehasi, Samar G. Thabet
<div><h3>Background</h3><p>Combined drought–heat episodes are rising in frequency and severity. Beyond short-term acclimation, it remains unclear how plants archive these experiences across generations to influence offspring phenotype, a gap we address by interrogating transgenerational stress memory. These concurrent stresses trigger complex physiological and molecular responses and may establish a heritable stress memory in plants, potentially priming progeny for improved tolerance. To investigate this phenomenon, we explored the genetic architecture of transgenerational drought and heat stress memory in wheat through genome-wide association studies (GWAS) and candidate gene analysis. Our goal was to identify genetic loci and mechanisms that underlie adaptive responses to recurring abiotic stress.</p><h3>Methods</h3><p>A diverse panel of wheat genotypes was evaluated under well-watered control conditions and recurring combined drought–heat stress treatments across three successive generations. We measured key physiological parameters (e.g., chlorophyll content, osmolyte and protein levels) and agronomic traits (plant height, spike characteristics, grain number, kernel weight) to assess stress tolerance and memory retention. Genome-wide association mapping linked this phenotypic variation under stress to specific genomic regions, and candidate genes within these regions were identified based on known roles in abiotic stress responses. Expression profiling of selected candidate genes was also performed to validate their stress-responsive behavior.</p><h3>Results</h3><p>Recurrent drought and heat stress caused a progressive decline in chlorophyll content, accompanied by marked accumulation of stress-related metabolites such as proline and soluble proteins, reflecting adaptive physiological adjustment. In contrast, key yield components, including plant height, spike length, spikelet number, grains per spike, and thousand-kernel weight, were significantly reduced, underscoring the detrimental impact on productivity. These effects varied across generations and genotypes, indicating differences in stress memory and highlighting the need to select resilient lines. GWAS identified significant single-nucleotide polymorphisms (SNPs) in four genomic regions on chromosomes 1A, 1B, and 2A that are associated with chlorophyll content, osmolyte accumulation, and yield-related traits under repeated stress. Candidate genes in these loci include factors involved in RNA splicing (arginine/serine-rich splicing factors), carbohydrate metabolism (trehalose-6-phosphate phosphatase), cytoskeletal organization (actin bundling proteins), and cell wall modification (xyloglucan endotransglucosylase). Expression analyses showed that these genes are rapidly induced under combined stress, suggesting a coordinated regulatory network for stress adaptation. Notably, some identified loci were specifically linked to traits reflecting transgenerational memory, supporting a genetic
干热联合事件的频率和严重程度都在上升。除了短期适应外,我们还不清楚植物是如何跨代保存这些经历以影响后代表型的,我们通过询问跨代压力记忆来解决这一空白。这些同时发生的胁迫触发了复杂的生理和分子反应,并可能在植物中建立可遗传的胁迫记忆,潜在地为后代提高耐受性奠定基础。为了研究这一现象,我们通过全基因组关联研究(GWAS)和候选基因分析探索了小麦跨代干旱和热胁迫记忆的遗传结构。我们的目标是确定遗传位点和机制的基础上的适应性反应,反复出现的非生物胁迫。方法对连续3代丰水对照和反复干热联合处理下的不同小麦基因型进行评价。我们测量了关键的生理参数(如叶绿素含量、渗透物和蛋白质水平)和农艺性状(株高、穗特征、粒数、粒重)来评估胁迫耐受性和记忆力。全基因组关联图谱将这种胁迫下的表型变异与特定的基因组区域联系起来,并根据这些区域中已知的非生物胁迫反应中的作用确定了这些区域中的候选基因。所选候选基因的表达谱也被用来验证它们的应激反应行为。结果反复的干旱和热胁迫导致叶绿素含量逐渐下降,同时脯氨酸和可溶性蛋白等与胁迫相关的代谢物显著积累,反映了适应性生理调节。相反,植株高度、穗长、小穗数、每穗粒数和千粒重等关键产量成分显著降低,对产量产生不利影响。这些影响在不同的世代和基因型中有所不同,表明胁迫记忆的差异,并突出了选择抗逆性品系的必要性。GWAS发现,在重复胁迫下,1A、1B和2A染色体上的4个基因组区域存在显著的单核苷酸多态性(snp),这些多态性与叶绿素含量、渗透物积累和产量相关性状有关。这些基因座中的候选基因包括参与RNA剪接(精氨酸/丝氨酸丰富剪接因子)、碳水化合物代谢(海藻糖-6-磷酸磷酸酶)、细胞骨架组织(肌动蛋白捆绑蛋白)和细胞壁修饰(木葡聚糖内转葡萄糖酶)的因子。表达分析表明,这些基因在联合胁迫下被快速诱导,提示胁迫适应的协调调节网络。值得注意的是,一些已确定的基因座与反映跨代记忆的特征特别相关,支持代际压力适应的遗传基础。结论本研究通过整合表型和基因组数据,揭示了小麦感知、响应和保持干旱和热胁迫记忆的关键分子机制。所鉴定的遗传标记和候选基因为育种计划和旨在提高小麦抗逆性的生物技术干预提供了有价值的靶标。这些见解可直接应用于耐胁迫小麦品种的开发,有助于在气候变化日益增加的非生物胁迫下实现作物的可持续生产和产量稳定。图形抽象
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引用次数: 0
Phytochemical profiling and acetylcholinesterase inhibitory activity of fifteen Iranian Astragalus species: towards new sources of astragalosides 15种伊朗黄芪的植物化学分析和乙酰胆碱酯酶抑制活性:寻找黄芪甲苷的新来源
IF 5.2 2区 农林科学 Q1 AGRICULTURE, MULTIDISCIPLINARY Pub Date : 2025-11-21 DOI: 10.1186/s40538-025-00888-7
Ali Salehzadeh, Mohammad Hossein Mirjalili, Mansoureh Tavan, Ali Sonboli, Shahrokh Kazempour-Osaloo, Samad Nejad Ebrahimi

Background

Astragalus L. (Fabaceae), a genus rich in bioactive triterpene saponins like astragalosides (ASTs), is recognized for its diverse biological activities. The present study aimed to quantify ASTs I, II, and IV in root extracts of fifteen Iranian Astragalus species. The acetylcholinesterase inhibitory activity of root extracts from astragaloside-rich species was also evaluated, and their neuroprotective effects were estimated using molecular docking analysis. Additionally, total phenolic content (TPC), total flavonoid content (TFC), and antioxidant activity in root and aerial parts of species were evaluated.

Results

A. michauxianus and A. gossypinus yielded the highest ASTs I and IV content (2.49 ± 0.03 and 6.27 ± 0.89 mg/g DW, respectively), among Astragalus species examined in this study. TPC and TFC of roots were higher than that of aerial parts for all species, and the highest TPC and TFC were obtained for A. verus (12.12 ± 1.05 mg GAE/g DW) and A. floccosus (115.48 ± 1.54 mg RUE /g DW), respectively. Furthermore, the aerial parts extracts of A. remotijugus and A. aduncus showed the best free radical scavenging ability with the lowest IC50 values (28.83 ± 0.64 and 28.86 ± 0.64 μg/mL, respectively), while for A. gossypinus and A. floccosus, the best scavenging ability (IC50) was displayed in root extracts (23.32 ± 0.79 and 23.45 ± 0.74 μg/mL, respectively). The highest AChE inhibitory activity was exhibited by A. aduncus with the lowest IC50 (200 ± 14.02 µg/ mL), followed by A. gossypinus and A. michauxianus. Moreover, molecular docking studies revealed that astragaloside I exhibits the strongest binding affinity to AChE (− 7.610 kcal/mol), forming multiple stabilizing interactions within the active site, suggesting its superior inhibitory potential compared to astragalosides II and IV.

Conclusions

These findings highlight the potential of selected Astragalus species as valuable resources for pharmaceutical applications and provide a foundation for future breeding programs aimed at maximizing ASTs production.

Graphical Abstract

黄芪属(dastraagalus L.)是一种富含黄芪甲苷(astragalosides, ast)等三萜皂苷类生物活性物质的植物属,具有多种生物活性。本研究旨在量化15种伊朗黄芪根提取物中的ast I、II和IV。对富含黄芪甲苷的植物根提取物的乙酰胆碱酯酶抑制活性进行了评价,并利用分子对接分析估计了其神经保护作用。此外,还对其根部和地上部的总酚含量(TPC)、总黄酮含量(TFC)和抗氧化活性进行了测定。黄芪中黄芪1和4的含量最高,分别为2.49±0.03 mg/g DW和6.27±0.89 mg/g DW。根系TPC和TFC均高于地上部分,其中以芦花蒿(12.12±1.05 mg GAE/g DW)和芦花蒿(115.48±1.54 mg RUE /g DW)的TPC和TFC最高。结果表明,对自由基清除能力最强的是地瓜和灰桐的空中部位提取物,IC50值最低(分别为28.83±0.64和28.86±0.64 μg/mL),而对棉丝和絮凝草的清除能力最强(分别为23.32±0.79和23.45±0.74 μg/mL)。对乙酰胆碱酯酶(AChE)的抑制活性最高的是灰桐,IC50最低(200±14.02µg/ mL),其次是棉棉和密竹。此外,分子对接研究表明,黄芪甲苷I与AChE的结合亲和力最强(−7.610 kcal/mol),在活性位点内形成多个稳定相互作用。结论这些发现突出了所选黄芪属植物在药物应用方面的潜力,并为今后以最大化生产ast为目标的育种计划提供了基础。图形抽象
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引用次数: 0
Transcriptomic insights into selenium‐mediated mitigation of low‐temperature stress in alfalfa 硒介导的苜蓿低温胁迫缓解的转录组学研究
IF 5.2 2区 农林科学 Q1 AGRICULTURE, MULTIDISCIPLINARY Pub Date : 2025-11-20 DOI: 10.1186/s40538-025-00885-w
Runze Wang, Xiaoxu Qie, Muhammad Irfan Malik, Xinyao Li, Shengping Zhang, Xiaotian Zhang, Qunying Zhang, Jianbo Zhang, Cai Sun, Yajun Zhang, Yaling Lu, Qiang Ma, Yingkui Yang, Binqiang Bai, Lizhuang Hao

Background

Alfalfa (Medicago sativa L.) is one of the most important forage crop in northern China, suffers from low-temperature (LT) stress, which significantly impairs its yield. While selenium (Se) supplementation has been reported to enhance abiotic stress tolerance in plants, the underlying molecular mechanisms in alfalfa remain poorly understood. This study aims to explore how Se mediates LT tolerance in alfalfa through transcriptomic analysis.

Results

Selenium significantly increased total Se in both shoots and roots, enhanced root-to-shoot translocation, and under low temperature (LT) shifted Se speciation toward organic forms at the higher dose. Meanwhile, 0.4 mg kg−1 Se was sufficient to restore Pn, Gs, Ci, and Tr, reduce MDA, and elevate SOD, POD, APX, GR, GSH, and ASA, indicating improved photosynthetic performance and antioxidant status. Co-expression network analysis identified modules tightly associated with these traits: in the photosynthetic module, MS.gene064837 and MS.gene051360 were positively correlated with Gs, whereas MS.gene061853 and MS.gene037454 were positively correlated with Ci and Tr but negatively with Gs, suggesting coordination between carbon assimilation and stomatal control. In the antioxidant module, MS.gene036174 correlated positively with GSH and MDA and negatively with GSSG, while MS.gene064490 showed negative correlations with Pro, SS, GSSG, SOD, and POD. qRT-PCR of six targets corroborated the RNA-seq trends. Collectively, these results indicate that moderate soil Se (0.4 mg·kg−1) supplementation enhances LT tolerance in alfalfa by concurrently optimizing photosynthetic regulation and antioxidant defense, with MS.gene064837, MS.gene051360, MS.gene036174, and MS.gene064490 emerging as candidate regulators whose specific functions require further validation.

Conclusions

This study reveals that selenium enhances LT tolerance in alfalfa by promoting Se conversion into its organic form, optimizing redox homeostasis, and activating key genes associated with photosynthesis and antioxidant defense. These findings provide valuable insights into Se-mediated cold tolerance mechanisms, offering a foundation for Se-based strategies in improving the resilience of forage crops to cold stress.

Graphical Abstract

背景紫花苜蓿(Medicago sativa L.)是中国北方重要的饲料作物之一,低温胁迫严重影响其产量。虽然有报道称硒(Se)的补充可以增强植物的非生物胁迫耐受性,但对紫花苜蓿的潜在分子机制仍知之甚少。本研究旨在通过转录组学分析探讨硒如何介导苜蓿的LT耐受性。结果在低温条件下,高剂量硒能显著提高植株茎和根的总硒含量,促进根到茎的转运,并使硒的形态向有机形态转移。同时,0.4 mg kg−1 Se足以恢复Pn、Gs、Ci和Tr,降低MDA,提高SOD、POD、APX、GR、GSH和ASA,表明光合性能和抗氧化能力得到改善。共表达网络分析发现与这些性状密切相关的模块:在光合模块中,MS.gene064837和MS.gene051360与Gs正相关,MS.gene061853和MS.gene037454与Ci和Tr正相关,与Gs负相关,表明碳同化与气孔控制之间存在协调关系。在抗氧化模块中,MS.gene036174与GSH、MDA呈正相关,与GSSG呈负相关,MS.gene064490与Pro、SS、GSSG、SOD、POD呈负相关。六个靶点的qRT-PCR结果证实了RNA-seq趋势。综上所述,适量添加土壤硒(0.4 mg·kg−1)可通过同时优化光合调节和抗氧化防御来提高紫花苜蓿的耐LT能力,其中MS.gene064837、MS.gene051360、MS.gene036174和MS.gene064490是候选调节因子,其具体功能有待进一步验证。结论硒通过促进硒转化为有机硒,优化氧化还原稳态,激活与光合作用和抗氧化防御相关的关键基因,提高苜蓿对低钙耐受性。这些发现为硒介导的耐寒机制提供了有价值的见解,为硒为基础的策略提高饲料作物对冷胁迫的抗逆性提供了基础。图形抽象
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引用次数: 0
Drought resistance classification of wheat varieties by multisource data fusion and machine learning via hyperspectral and thermal infrared imaging 基于多源数据融合和机器学习的小麦品种抗旱性分类
IF 5.2 2区 农林科学 Q1 AGRICULTURE, MULTIDISCIPLINARY Pub Date : 2025-11-18 DOI: 10.1186/s40538-025-00834-7
Xiaomei Zhang, Hanwen Guan, Jiliang Zhao, Liunan Suo, Dongyu Li, Zhiyao Ma, Jianzhao Duan, Li He, Wandai Liu, Wei Feng

Background

This study was based on the identification of drought-resistant wheat varieties from trials to assess drought levels accurately in wheat and respond promptly to the impact of drought stress on grain yield. Hyperspectral remote sensing data and canopy temperature parameters for different wheat varieties were obtained, and classification models for drought resistance were constructed using various machine learning algorithms.

Results

As the growth period progresses, the spectral reflectance in the near-infrared band first increases but then decreases in the following pattern: flowering > heading > booting > jointing > filling. The effective temperature range of the canopy temperature histogram for different drought-resistant varieties also gradually increased with growth stage, and during each growth stage, the temperature variation in strongly drought-resistant varieties was the smallest compared with that in extremely weak drought-resistant varieties. Vegetation indices can represent the differences in drought resistance among wheat varieties; under drought stress, as drought resistance decreases, the canopy temperature parameters increase. There are certain correlations between the vegetation index (VI), canopy temperature parameter (TP), and the drought index for wheat yield. Furthermore, among the classification models based on the VI, TP, and VI + TP, the random forest (RF) model has the highest accuracy rate. Among them, the accuracy rates of the random forest model for VI + TP are 89.47% for overall accuracy (OA) and 0.85 for Kappa, which are higher than those of VI (OA = 69.57%, Kappa = 0.57) and TP (OA = 76.19%, Kappa = 0.66). In the optimal classification model VI + TP-RF, TP contributes the most to the RF classification algorithm based on multisource data fusion.

Conclusions

This study confirms the feasibility of using multimodal data fusion for classifying drought-resistant wheat varieties and provides a new reference method for further clear evaluation of wheat drought grade.

Graphical abstract

本研究是基于从试验中鉴定抗旱小麦品种,以准确评估小麦的干旱水平,并迅速响应干旱胁迫对粮食产量的影响。获取不同小麦品种的高光谱遥感数据和冠层温度参数,利用不同的机器学习算法构建小麦抗旱性分类模型。结果随着生育期的进行,近红外波段光谱反射率先增大后减小,呈现出开花&抽穗&抽穗期;孕穗期&抽穗期;拔节&灌浆期;不同抗旱性品种冠层温度直方图的有效温度范围也随着生育期的增加而逐渐增大,在各个生育期,抗旱性强的品种温度变化幅度最小,而抗旱性极弱的品种温度变化幅度最小。植被指数可以反映小麦品种间抗旱性的差异;在干旱胁迫下,随着抗旱性的降低,冠层温度参数增加。植被指数(VI)、冠层温度参数(TP)与小麦产量干旱指数之间存在一定的相关性。此外,在基于VI、TP和VI + TP的分类模型中,随机森林(RF)模型准确率最高。其中,随机森林模型对VI + TP的总体准确率(OA)和Kappa的准确率分别为89.47%和0.85,高于VI (OA = 69.57%, Kappa = 0.57)和TP (OA = 76.19%, Kappa = 0.66)。在最优分类模型VI + TP-RF中,TP对基于多源数据融合的RF分类算法贡献最大。结论本研究证实了多模态数据融合用于小麦抗旱品种分类的可行性,为进一步明确小麦干旱等级评价提供了新的参考方法。图形抽象
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引用次数: 0
Substrate-specific interactions of dual-consortia system of Bacillus megaterium and Pseudomonas putida for optimized nutrient recovery 巨芽孢杆菌与恶臭假单胞菌双组合体系统中基质特异性相互作用优化养分回收
IF 5.2 2区 农林科学 Q1 AGRICULTURE, MULTIDISCIPLINARY Pub Date : 2025-11-14 DOI: 10.1186/s40538-025-00878-9
Marcin Sojka, N. Jennifer Michellin Kiruba, Julius Winiarski, Agnieszka Saeid

Phosphorus (P) recovery from waste byproducts is essential for nutrient recovery, yet its bioavailability in inorganic and organic waste remains a challenge. This study investigates the phosphate solubilization potential of Bacillus megaterium and Pseudomonas putida, both individually and in a dual-consortia system, on sewage sludge ash (SSA), fish meal (FM), and their mixture. Fourier Transform Infrared Spectroscopy (FTIR) and Scanning Electron Microscopy (SEM) analyses were conducted to assess biochemical transformations and microstructural modifications post-solubilization. Kinetic modeling using the Hill equation demonstrated distinct solubilization patterns, where P. putida excelled in acid-mediated phosphate release from SSA, while B. megaterium exhibited strong enzymatic mineralization of organic phosphorus in FM. The consortium treatment displayed intermediate effects, balancing acid production and enzymatic degradation but without exceeding the highest-performing single strain. Principal Component Analysis (PCA) and statistical modeling confirmed that pH shifts, redox potential, and enzymatic activity were key drivers of microbial-mediated phosphate solubilization. The results suggest that targeted microbial inoculation based on waste type can optimize phosphorus recovery and improve the potential of nutrient recovery.

Graphical Abstract

从废物副产品中回收磷对养分回收至关重要,但其在无机和有机废物中的生物利用度仍然是一个挑战。本研究研究了巨型芽孢杆菌和恶臭假单胞菌在污水污泥灰(SSA)、鱼粉(FM)及其混合物上单独和双联合体系统中对磷酸盐的溶解潜力。傅里叶变换红外光谱(FTIR)和扫描电子显微镜(SEM)分析了溶解后的生化转化和微观结构改变。利用Hill方程建立的动力学模型显示了不同的增溶模式,其中p.p putida擅长于酸介导的SSA中磷酸盐的释放,而b.m megaterium擅长于FM中有机磷的酶矿化。联合处理表现出中间效应,平衡产酸和酶降解,但不超过最高表现的单一菌株。主成分分析(PCA)和统计模型证实,pH变化、氧化还原电位和酶活性是微生物介导的磷酸盐溶解的关键驱动因素。结果表明,基于废弃物类型的定向微生物接种可优化磷回收,提高养分回收潜力。图形抽象
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引用次数: 0
A model combined with the atmospheric deposition flux to predict the accumulation of cadmium in rice (Oryza sativa L.) grain 结合大气沉降通量预测水稻籽粒镉积累的模型
IF 5.2 2区 农林科学 Q1 AGRICULTURE, MULTIDISCIPLINARY Pub Date : 2025-11-14 DOI: 10.1186/s40538-025-00875-y
Zhaoyue Liu, Fan Wang, Wenjun Yang, Liang Peng, Xiao Deng, Yang Yang, Qingru Zeng, Si Luo

Background

Hunan Province, a major rice-producing region in China, faces severe cadmium (Cd) contamination in rice grains. Cd, a heavy toxic metal, accumulates in rice through the soil–rice system, posing health risks via the food chain. Effective management relies on identifying pollution sources to guide targeted control and reduction strategies.

Results

Through the data collected over the past 5 years across four different regions, a multiple linear regression model was established to explore the effects of those factors influencing Cd accumulation in rice tissues, including the input fluxes of soil Cd, atmospheric deposition Cd (DICd), irrigation water Cd (IRCd), and fertilizer Cd (CFCd). Atmospheric deposition was identified as a major source of Cd input, with a higher annual average input flux than irrigation water and fertilizers. In the industrial and mining zone Zhuzhou, atmospheric deposition accounted for 96.42% of the total Cd input. In the regions with an increasing level of atmospheric deposition, Cd exhibited higher soil Cd concentrations but lower pH. Total soil Cd (TCd) concentrations demonstrated a significant positive correlation with both soil available Cd (ACd) concentrations and DICd. Additionally, TCd and DICd were determined to be the critical factors affecting the accumulation of Cd in rice tissues.

Conclusions

As indicated by the results, the spatial variation in rice Cd accumulation resulted from various sources of Cd input, highlighting the necessity to closely monitor Cd input fluxes across various regions. This study provides a benchmark for understanding the impact of atmospheric deposition on Cd accumulation in rice grains.

Graphical Abstract

背景:湖南省是中国水稻主产区,稻谷镉污染严重。镉是一种重金属,通过土壤-水稻系统在水稻中积累,通过食物链构成健康风险。有效的管理依赖于识别污染源,以指导有针对性的控制和减少战略。结果通过4个不同地区近5年的数据,建立多元线性回归模型,探讨土壤Cd输入通量、大气沉降Cd (DICd)、灌溉水Cd (IRCd)和肥料Cd (CFCd)对水稻组织Cd积累的影响。大气沉降是Cd输入的主要来源,其年平均输入通量高于灌溉水和肥料。株洲工矿区大气沉降占Cd输入总量的96.42%。土壤总Cd (TCd)浓度与土壤有效Cd (ACd)浓度和土壤有效Cd (DICd)浓度均呈显著正相关。此外,TCd和DICd是影响水稻组织中Cd积累的关键因素。结论不同Cd输入来源对水稻Cd积累的空间影响较大,需要对不同区域Cd输入通量进行密切监测。本研究为了解大气沉降对水稻籽粒Cd积累的影响提供了一个基准。图形抽象
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引用次数: 0
Engineering myxinidin-based supramolecular architectures for advanced antifungal applications in food protection 基于myxinidin的工程超分子结构在食品保护中的高级抗真菌应用
IF 5.2 2区 农林科学 Q1 AGRICULTURE, MULTIDISCIPLINARY Pub Date : 2025-11-13 DOI: 10.1186/s40538-025-00880-1
Simone Braccia, Rosa Bellavita, Oluwasegun Eric Ajayi, Marta Ranesi, Lorenzo Emiliano Imbò, Luca De Stefano, David Turrà, Rosarita Tatè, Camilla Casciello, Principia Dardano, Stefania Vitale, Annarita Falanga, Stefania Galdiero

Background

The antimicrobial peptide WMR-4, a myxinidin-derived sequence with Aib and D-amino acid substitutions, showed enhanced stability and strong antifungal activity against Fusarium oxysporum in vitro.

Results

Biophysical studies indicated a lytic mechanism via deep membrane insertion and leakage. However, free WMR-4 failed to block fungal penetration through cellulose barriers, revealing limits in complex systems. To overcome this, we developed supramolecular nanofibers functionalized with WMR-4 and the cell-penetrating peptide gH625. These nanofibers inhibited germ tube formation, partially reduced cellulose membrane penetration, and provided enhanced protection in biological contexts. Specifically, nanofibers limited opportunistic saprophytic colonization in apple tissues lacking epidermal barriers while preserving tissue integrity in intact tomato models, demonstrating barrier-specific therapeutic protection. SEM and AFM confirmed stable nanoscale coatings integrated into plant epidermal layers.

Conclusions

These results highlight WMR-4 as a potent antifungal candidate and demonstrate the potential of AMP-functionalized supramolecular nanostructures for agricultural applications.

Graphical abstract

抗菌肽WMR-4是由myxinidin衍生的含有Aib和d -氨基酸取代的序列,在体外对尖孢镰刀菌显示出更高的稳定性和较强的抗真菌活性。结果生物物理研究表明其裂解机制为深膜插入和渗漏。然而,游离WMR-4未能阻止真菌通过纤维素屏障的渗透,揭示了在复杂系统中的局限性。为了克服这个问题,我们开发了用WMR-4和细胞穿透肽gH625功能化的超分子纳米纤维。这些纳米纤维抑制了胚管的形成,部分减少了纤维素膜的渗透,并在生物环境中提供了增强的保护。具体来说,纳米纤维限制了机会性腐生菌在缺乏表皮屏障的苹果组织中的定植,同时在完整的番茄模型中保持了组织的完整性,证明了屏障特异性的治疗保护作用。扫描电镜和原子力显微镜证实了稳定的纳米涂层整合到植物表皮层中。结论这些结果表明WMR-4是一种有效的抗真菌候选物质,并证明了amp功能化的超分子纳米结构在农业上的应用潜力。图形抽象
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引用次数: 0
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Chemical and Biological Technologies in Agriculture
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