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Metabolite characterization of probiotic Enterococcus Faecium for targeting Salmonella Entrica gut bacteria causing gastroenteritis 益生菌屎肠球菌针对引起胃肠炎的肠道沙门氏菌的代谢特性研究。
IF 1.8 3区 生物学 Q4 MICROBIOLOGY Pub Date : 2025-10-23 DOI: 10.1007/s10482-025-02188-4
Kashef Choudhary, Muhammad Naveed, Tariq Aziz, Syeda Izma Makhdoom, Muhammad Waseem, Nada K. Alharbi, Fatma Alshehri, Ashwag Shami, Maher S. Alwethaynani, Fahad Al-Asmari, Areej A. Alhhazmi, Fakhria A. Al-Joufi

Gastroenteritis is a prevalent digestive disorder that contributes to significant morbidity worldwide, often caused by pathogenic bacteria. Probiotics are increasingly recognized for their therapeutic potential in treating gastrointestinal diseases due to their beneficial effects on gut health. This study aimed to explore the antimicrobial, antioxidant, anti-diabetic, and anti-inflammatory properties of Enterococcus faecium metabolites, isolated from a milk sample, against Salmonella enterica. The bacterial strains were isolated using the streak plate method and molecularly characterized, with Enterococcus faecium showing 93.79% sequence similarity and Salmonella enterica showing 96.97% similarity in 16S rRNA sequencing. Metabolites of Enterococcus faecium were extracted using solvents such as ethanol, methanol, n-butanol, and ethyl acetate, resulting in 14 bioactive compounds, including lactic acid, acetic acid, and indole. Antimicrobial activity was evaluated via the disc diffusion method, revealing a dose-dependent increase in the zone of inhibition, reaching 20 mm at 100 µg/mL against Salmonella enterica. Antioxidant activity, assessed using the DPPH assay, exhibited a maximum scavenging rate of 99.8% at 550 µg/mL, while anti-diabetic activity showed 84.66% inhibition of alpha-amylase at 500 µg/mL. The anti-inflammatory activity demonstrated 99% inhibition of protein denaturation at the same concentration. No hemolytic activity was observed at lower concentrations, with the maximum hemolysis of 90% occurring at 250 µg/mL. In conclusion, Enterococcus faecium metabolites exhibited significant in vitro antimicrobial, antioxidant, anti-diabetic, and anti-inflammatory activities, indicating their promise as candidates for further investigation in the context of Salmonella enterica-induced gastroenteritis and related metabolic disorders. Future studies should focus on further clinical applications of these metabolites.

胃肠炎是一种普遍的消化系统疾病,在世界范围内发病率很高,通常由致病菌引起。由于益生菌对肠道健康的有益作用,它们在治疗胃肠道疾病方面的治疗潜力越来越得到认可。本研究旨在探讨从牛奶样品中分离的粪肠球菌代谢物对肠道沙门氏菌的抗菌、抗氧化、抗糖尿病和抗炎特性。采用条纹板法分离菌株并对其分子特征进行了分析,结果显示,粪肠球菌和肠炎沙门氏菌的16S rRNA序列相似性分别为93.79%和96.97%。用乙醇、甲醇、正丁醇和乙酸乙酯等溶剂提取粪肠球菌的代谢物,得到14种生物活性化合物,包括乳酸、乙酸和吲哚。通过圆盘扩散法评估抗菌活性,发现抑制区呈剂量依赖性增加,在100µg/mL时对肠沙门氏菌的抑制区达到20 mm。DPPH实验显示,当浓度为550µg/mL时,其抗氧化活性最高清除率为99.8%,而当浓度为500µg/mL时,其抗糖尿病活性对α -淀粉酶的抑制率为84.66%。在相同浓度下,抗炎活性显示出99%的蛋白变性抑制作用。在较低浓度下没有观察到溶血活性,在250µg/mL时溶血率达到90%。综上所述,粪肠球菌代谢物具有显著的体外抗菌、抗氧化、抗糖尿病和抗炎活性,表明其有望成为肠沙门氏菌引起的肠胃炎和相关代谢紊乱的进一步研究对象。未来的研究应关注这些代谢物的进一步临床应用。
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引用次数: 0
Deciphering the plant growth-promoting traits of bacteria capable of sodium dodecyl sulfate removal from graywater: a sustainable approach for water reuse for irrigation 解读灰水中去除十二烷基硫酸钠的细菌促进植物生长的特性:一种可持续的灌溉用水回用方法。
IF 1.8 3区 生物学 Q4 MICROBIOLOGY Pub Date : 2025-10-22 DOI: 10.1007/s10482-025-02187-5
Mittu Koshy, Biljo V. Joseph

Sodium dodecyl sulfate (SDS), an anionic detergent found in cleaning products and cosmetics, is one of the chemical pollutants in waterways. SDS-utilizing bacteria were isolated from soil and water samples using 0.05% SDS basal medium. Three bacterial isolates were selected for 16S rRNA sequencing based on their ability to solubilize phosphate, potassium, and zinc, and they were identified as Pseudomonas putida MSK86 OR192890, Klebsiella pneumoniae NET12 OR345422, and Enterobacter sp. MSK86 OR398804. Enterobacter sp. MSK86 and K. pneumoniae NET12 lowered the SDS concentration in the sample 84.78% and 75.65%, respectively, while P. putida MSK86 reduced it 33.43% on the sixth day of incubation. A phosphate-potassium-zinc co-inoculum was prepared using Enterobacter and Pseudomonas species. Laundry wash water was added with the bacteria, individually and co-inoculum, and the fortified water was used to irrigate the Capsicum annuum L. seedlings. On the 45th day, the plants were harvested, and total glucose, protein, chlorophyll, and proline were checked by comparing control plants. Enterobacter sp. MSK86 increased carbohydrate and proline levels by 37.22 mg/g (± 0.54 SE) and 2.44 mg/g (± 0.1 SE), while K. pneumoniae NET12-treated plants showed an increase in chlorophyll by 1.95 mg/g (± 0.02 SE) and total protein by 1.94 mg/g (± 0.03 SE). The bacteria in this study showed they could lower SDS levels in graywater and improve farming by adding nutrients to the soil and plants, offering a sustainable way to tackle detergent pollution, fertilizer use, and water scarcity.

十二烷基硫酸钠(SDS)是一种阴离子洗涤剂,存在于清洁产品和化妆品中,是水道中的化学污染物之一。使用0.05% SDS基础培养基从土壤和水样中分离出利用SDS的细菌。根据溶解磷酸盐、钾和锌的能力,选择3株细菌进行16S rRNA测序,鉴定为恶臭假单胞菌MSK86 OR192890,肺炎克雷伯菌NET12 OR345422,肠杆菌sp. MSK86 OR398804。在培养第6天,肠杆菌MSK86和肺炎克雷伯菌NET12分别使样品中SDS浓度降低84.78%和75.65%,而恶臭杆菌MSK86使样品中SDS浓度降低33.43%。利用肠杆菌和假单胞菌制备了磷酸钾锌共接种物。在洗衣水中分别接种和共接种细菌,用强化水灌溉辣椒幼苗。第45天,收获植株,与对照植株比较,测定总葡萄糖、蛋白质、叶绿素和脯氨酸。肠杆菌MSK86分别提高了37.22 mg/g(±0.54 SE)和2.44 mg/g(±0.1 SE)的碳水化合物和脯氨酸水平,肺炎克雷伯菌net12处理的植株叶绿素含量提高了1.95 mg/g(±0.02 SE),总蛋白含量提高了1.94 mg/g(±0.03 SE)。这项研究中的细菌表明,它们可以降低灰水中的SDS水平,并通过向土壤和植物中添加养分来改善农业,为解决洗涤剂污染、肥料使用和水资源短缺提供了一种可持续的方法。
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引用次数: 0
Function and transcription of the lon gene in Xanthomonas campestris pv. campestris 油菜黄单胞菌lon基因的功能及转录。定。
IF 1.8 3区 生物学 Q4 MICROBIOLOGY Pub Date : 2025-10-16 DOI: 10.1007/s10482-025-02177-7
Hsiao-Ching Chang, Ju-Hsuan Yeh, Hsueh-Hsia Lo, Chao-Tsai Liao, Yi-Min Hsiao

The Gram-negative bacterium Xanthomonas campestris pv. campestris is the etiological agent of black rot, a widespread and destructive disease affecting cruciferous plants. In this study, a lon mutant was obtained by EZ-Tn5 transposon mutagenesis of the X. campestris pv. campestris. The lon gene encodes an ATP-dependent protease implicated in protein quality control and stress adaptation across various bacterial species. Functional analysis revealed that lon disruption in X. campestris pv. campestris resulted in diminished extracellular protease activity, reduced virulence, and heightened sensitivity to puromycin and elevated temperatures. Complementation with the wild-type lon allele restored most phenotypes, except thermotolerance, which was only partially recovered. Interestingly, lon overexpression in wild-type cells compromised growth under heat stress, indicating that lon dosage is critical for thermal adaptation. Promoter activity assays indicated that lon expression is subject to catabolite repression and is induced by heat shock. Additionally, analysis of upstream regions of lon and multiple experimentally validated heat-inducible genes revealed a conserved motif similar to the σ32-binding site in Escherichia coli, suggesting a conserved σ32-mediated regulatory mechanism. This work provides the functional and regulatory characterization of lon in X. campestris pv. campestris, underscoring its integral role in stress resilience and pathogenicity.

革兰氏阴性菌油菜黄单胞菌。黑腐病是一种影响十字花科植物的广泛和破坏性疾病。本研究通过EZ-Tn5转座子诱变获得了一个长突变体。定。lon基因编码一种atp依赖性蛋白酶,涉及多种细菌的蛋白质质量控制和应激适应。功能分析显示,长链断裂在油菜葡萄球菌中存在。Campestris导致细胞外蛋白酶活性降低,毒力降低,对嘌呤霉素和高温的敏感性增加。与野生型lon等位基因的互补恢复了大部分表型,但耐热性仅部分恢复。有趣的是,野生型细胞中的lon过表达会影响热应激下的生长,这表明lon剂量对热适应至关重要。启动子活性测定表明,lon表达受分解代谢抑制,并受热休克诱导。此外,对l_1和多个实验验证的热诱导基因上游区域的分析发现了一个类似于大肠杆菌中σ32结合位点的保守基序,表明了一个保守的σ32介导的调控机制。本研究提供了油菜X. campestris pv中lon的功能和调控特性。Campestris,强调其在应激恢复力和致病性中不可或缺的作用。
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引用次数: 0
Exploring the associations between preen oil bacterial, chemical and proteomic profiles of passerines 探讨毛发油细菌、雀形目化合物的化学和蛋白质组学特征之间的关系。
IF 1.8 3区 生物学 Q4 MICROBIOLOGY Pub Date : 2025-10-16 DOI: 10.1007/s10482-025-02182-w
I. Maureen Baars, Jakub Mrázek, Jakub Kreisinger, Ivan Mikšík, Maurine W. Dietz, Joana Falcao Salles, B. Irene Tieleman, Veronika Gvoždíková Javůrková

Preen gland bacteria are thought to be the key producers of preen oil components such as chemosignalling molecules including volatile organic compounds (VOCs) and antimicrobial compounds including peptides and antimicrobial VOCs. However, data on the preen oil bacteriome and chemical composition are limited to a small subset of bird species, and the presence of antimicrobial peptides is largely unexplored. Here, we performed an exploratory study to characterize, for the first time, the preen oil chemical and proteomic profiles and to explore the possible contribution of the bacteriome to the production of preen oil VOCs and antimicrobial peptides (bacteriocins) in eight passerine species, each represented by a single individual. Preen oil bacteriome, chemical and proteomic profiles varied among birds. The bacterial profiles were dominated by the genera Streptococcus, Lactococcus, Corynebacterium and Cutibacterium. The chemical profiles mainly consisted of alcohols, ketones and carboxylic acids. The biological functions primarily associated with the proteomic profiles were proteolysis and response to oxidative stress. Although we were unable to explore a direct association between the bacteriome and chemical profiles, the preen oil contained bacteriocin- and VOC-producing bacterial genera capable of producing detected microbially-derived VOCs (mVOCs), the relative abundance of which varied between birds. Riparian species showed the highest chemical diversity and high abundances of putative preen oil mVOC-producing bacteria, which could suggest habitat-specific adaptations. This exploratory study may significantly contribute to the formulation of hypotheses on the potential role of host ecological factors in the variation of preen oil bacterial, chemical and proteomic profiles in passerines.

预毛腺细菌被认为是预毛油成分的主要生产者,如化学信号分子,包括挥发性有机化合物(VOCs)和抗菌化合物,包括肽和抗菌VOCs。然而,关于羽毛油细菌群和化学成分的数据仅限于鸟类的一小部分物种,抗菌肽的存在在很大程度上是未知的。在这里,我们进行了一项探索性研究,首次表征了预毛油的化学和蛋白质组学特征,并探索了8种雀形目动物中细菌组对预毛油挥发性有机化合物和抗菌肽(细菌素)产生的可能贡献,每种动物都由一个个体代表。不同鸟类的毛发油细菌、化学和蛋白质组学特征不同。细菌分布以链球菌、乳球菌、棒状杆菌和表皮杆菌为主。化学成分主要由醇类、酮类和羧酸类组成。与蛋白质组学特征相关的生物学功能主要是蛋白质水解和氧化应激反应。虽然我们无法探索细菌组和化学特征之间的直接联系,但羽毛油中含有细菌素和产生voc的细菌属,能够产生检测到的微生物来源的voc (mVOCs),其相对丰度在鸟类之间有所不同。河岸物种显示出最高的化学多样性和高丰度的假定产油mvoc细菌,这可能表明生境特异性适应。这一探索性研究可能有助于对寄主生态因子在雀形目动物毛发油细菌、化学和蛋白质组学特征变化中的潜在作用进行假设。
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引用次数: 0
Correction: Four novel species of the genus Aquimarina isolated from marine sponges: Aquimarina callyspongiae sp. nov., Aquimarina mycalae sp. nov., Aquimarina discodermiae sp. nov., and Aquimarina penaris sp. nov. 更正:从海绵中分离出的Aquimarina属的四个新种:Aquimarina calyspongiae sp. nov., Aquimarina mycalae sp. nov., Aquimarina disdermiae sp. nov.和Aquimarina penaris sp. nov.。
IF 1.8 3区 生物学 Q4 MICROBIOLOGY Pub Date : 2025-10-11 DOI: 10.1007/s10482-025-02180-y
Yea‑Lin Moon, Seung‑Min Han, Kyung Hyun Kim, Jin‑Sook Park
{"title":"Correction: Four novel species of the genus Aquimarina isolated from marine sponges: Aquimarina callyspongiae sp. nov., Aquimarina mycalae sp. nov., Aquimarina discodermiae sp. nov., and Aquimarina penaris sp. nov.","authors":"Yea‑Lin Moon,&nbsp;Seung‑Min Han,&nbsp;Kyung Hyun Kim,&nbsp;Jin‑Sook Park","doi":"10.1007/s10482-025-02180-y","DOIUrl":"10.1007/s10482-025-02180-y","url":null,"abstract":"","PeriodicalId":50746,"journal":{"name":"Antonie Van Leeuwenhoek International Journal of General and Molecular Microbiology","volume":"118 11","pages":""},"PeriodicalIF":1.8,"publicationDate":"2025-10-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145256753","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Correction: Flavisericum labens gen. nov., sp. nov., a novel member of the family Flavobacteriaceae isolated from the seawater of Dongshan Bay 更正:Flavisericum labens gen. nov., sp. nov.,从东山湾海水中分离出来的黄杆菌科新成员
IF 1.8 3区 生物学 Q4 MICROBIOLOGY Pub Date : 2025-10-11 DOI: 10.1007/s10482-025-02173-x
Jieyi Li, Ziling Xu, Zhiyi Su, Guohua Liu, Yue Xu, Dan Lin, Kai Tang
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引用次数: 0
Enhanced phenanthrene biodegradation by Bacillus subtilis strain CYA27 in the presence of dispersant 在分散剂的作用下,枯草芽孢杆菌CYA27对菲的生物降解能力增强。
IF 1.8 3区 生物学 Q4 MICROBIOLOGY Pub Date : 2025-10-11 DOI: 10.1007/s10482-025-02185-7
Nabilah Strata Ilma, Anas Miftah Fauzi, Zaenal Abidin, Mohamad Yani, Erliza Hambali

Pollution by aromatic hydrocarbon compounds is closely associated with oil industry activities and poses significant environmental and human health risks. Biodegradation using hydrocarbon-degrading bacteria, particularly in combination with dispersants, offers a promising approach to mitigate such pollution. In this study, phenanthrene was used as a model compound to evaluate the effect of dispersant addition on the degradation capacity of Bacillus subtilis strain CYA27. Two dispersants were compared: a palm oil-based dispersant (Bio-OSD) and a petroleum-based dispersant (Non-Bio-OSD). The results showed that the presence of Bio-OSD and Non-Bio-OSD enhanced phenanthrene degradation, achieving up to 73.9% and 46.7% after 35 days, respectively. This improvement was attributed to increased substrate bioavailability, the potential use of dispersants as an auxiliary carbon source via a cometabolic mechanism, as supported by the detection of catechol dioxygenase activities (C12O and C23O) and selected metabolic intermediates, which provide preliminary evidence for possible enzymatic involvement in aromatic ring cleavage. Metabolic profiling using LC–MS/MS revealed that the degradation pathways utilised in the presence of dispersants included both the salicylic acid and phthalic acid pathways, which are further metabolised through the tricarboxylic acid (TCA) cycle. In contrast, phenanthrene biodegradation proceeded without a dispersant via the formation of 4-methoxy-1-naphthol, suggesting a methoxylation mechanism that potentially reduces toxicity but does not proceed to the TCA cycle. These findings revealed that dispersants not only enhance substrate bioavailability but also alter bacterial metabolic preferences, highlighting their dual role in oil spill bioremediation strategies. This work provides novel insight into phenanthrene catabolism and the mechanistic effects of dispersants on marine PAH biodegradation.

芳烃污染与石油工业活动密切相关,对环境和人类健康构成重大风险。利用碳氢化合物降解细菌进行生物降解,特别是与分散剂结合使用,为减轻此类污染提供了一种很有前景的方法。本研究以菲为模型化合物,考察分散剂添加对枯草芽孢杆菌CYA27降解能力的影响。比较了两种分散剂:棕榈油基分散剂(Bio-OSD)和石油基分散剂(Non-Bio-OSD)。结果表明,Bio-OSD和Non-Bio-OSD的存在促进了菲的降解,35 d后分别达到73.9%和46.7%。这种改善归因于底物生物利用度的提高,分散剂作为辅助碳源通过代谢机制的潜在用途,儿茶酚双加氧酶活性(C12O和C23O)的检测和选择的代谢中间体的支持,这为可能的酶参与芳香环切割提供了初步证据。利用LC-MS/MS进行的代谢分析显示,在分散剂存在的情况下,水杨酸和邻苯二甲酸的降解途径被利用,它们通过三羧酸(TCA)循环进一步代谢。相比之下,在没有分散剂的情况下,菲的生物降解通过形成4-甲氧基-1-萘酚进行,这表明甲氧基化机制可能降低毒性,但不会进入TCA循环。这些发现表明,分散剂不仅可以提高底物的生物利用度,还可以改变细菌的代谢偏好,突出了它们在溢油生物修复策略中的双重作用。这项工作为菲的分解代谢和分散剂对海洋多环芳烃生物降解的机制影响提供了新的见解。
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引用次数: 0
Effect of long term-consecutive monoculture on fungal community structure and function in the rhizosphere of Chinese yam 长期连作对山药根际真菌群落结构和功能的影响
IF 1.8 3区 生物学 Q4 MICROBIOLOGY Pub Date : 2025-10-10 DOI: 10.1007/s10482-025-02186-6
Jian Yao, Mengyu Yuan, Linjuan Fan, Xueliang Xu, Caiyun Wu, Fan Zhang, Zirong Liu, Yingjuan Yao

Continuous cropping obstacle from Chinese yam (Dioscorea spp.) is widespread in China, and it seriously reduced the yield and quality. Rhizosphere soil microbiome is rich and associated with continuous cropping obstacle. However, the effect of long-term consecutive monoculture (LTCM) of Chinese yam on rhizosphere soil fungal community is still limited. In this study, fields that were consecutively cropped with Chinese yam for 1, 10 and 20 years were subjected to rhizosphere soil fungal analysis. High-throughput sequencing was used to characterize rhizosphere soil fungal community structure and function, and to determine the effect of long-term consecutive monoculture (LTCM). Results indicated that LTCM induced soil acidification, increased concentration of soil available potassium (AK) and available phosphorus (AP), increased the richness but decreased the evenness of fungal community. However, the Shannon index in YF_10Y fungal community showed the lowest value. Increasing years of monoculture resulted in significant differentiation in community composition, marked by a reduction of biocontrol fungi and an increase of pathogens. Additionally, consecutive monoculture decreased the rate of carbohydrate and amino acid degradation. The comprehensive analysis conducted in this study provides insight into rhizosphere fungal structure and function in response to LTCM of Chinese yam. Information obtained in this study could be used for the development of new microbial fertilizers for Chinese yam, which would mitigate the problems associated with continuous monoculture.

山药连作障碍在中国普遍存在,严重影响了山药的产量和品质。根际土壤微生物群丰富,且与连作障碍有关。然而,长期连作山药对根际土壤真菌群落的影响仍然有限。本研究对连续种植山药1、10和20年的大田进行了根际土壤真菌分析。采用高通量测序技术表征根际土壤真菌群落结构和功能,并确定长期连作的效果。结果表明,长期施用可导致土壤酸化,提高土壤速效钾(AK)和速效磷(AP)浓度,增加真菌群落丰富度,降低均匀度。而YF_10Y真菌群落的Shannon指数最低。单一栽培年限的增加导致群落组成的显著分化,其特征是生物防治真菌的减少和病原体的增加。此外,连续单一栽培降低了碳水化合物和氨基酸的降解率。本研究的综合分析揭示了山药根际真菌结构和功能对LTCM的响应。本研究结果可为开发新型山药微生物肥料提供参考,以缓解山药连续单一栽培带来的问题。
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引用次数: 0
Bio-digital feedback loop systems: a synergistic integration of predictive genomics, genome editing, and AI-driven phenomic synthesis for next-generation edible and medicinal mushroom breeding 生物数字反馈回路系统:预测基因组学、基因组编辑和人工智能驱动的现象合成的协同整合,用于下一代食用和药用蘑菇育种
IF 1.8 3区 生物学 Q4 MICROBIOLOGY Pub Date : 2025-10-10 DOI: 10.1007/s10482-025-02176-8
Ankan Das, Sandip Debnath, Sourish Pramanik, Fakhrul Islam Monshi, Mehdi Rahimi

Edible mushrooms face persistent challenges in yield optimization, bioactive compound production, and climate resilience that conventional breeding methods struggle to address. Traditional approaches such as cross-breeding, protoplast fusion, and mutagenesis are limited by genetic noise, laborious screening, and unstable trait inheritance. This review proposes a transformative paradigm built upon converging advances in molecular biology and data science: the bio-digital feedback loop (BDFL) framework, integrating multi-omics, CRISPR-engineered chassis strains, and predictive phenomics for precision mushroom breeding. Our framework employs multi-omics to decipher gene networks governing critical traits, such as substrate degradation enzymes, developmental synchrony regulators, and secondary metabolite pathways. CRISPR-Cas9 and synthetic biology tools then deploy these insights to verify and design modular gene circuits in pre-engineered "plug-and-play" chassis strains, enabling conflict-free stacking of desirable traits. Artificial intelligence serves as the linchpin, not only automating high-throughput phenotyping through advanced imaging but also accelerating the entire breeding cycle by predicting trait heritability from omics data and optimizing the design of CRISPR guide RNAs and genetic constructs for efficient editing. The BDFL we describe iteratively refines strains by feeding phenomics data back into AI algorithms, enabling rapid trait optimization cycles. This transcends the trial-and-error limitations of classical methods, accelerating development of climate-smart mushrooms for circular bioeconomies including strains engineered to thrive on agricultural waste, overproduce immunomodulatory compounds, or resist emerging pathogens. The integration of predictive genomics, AI-driven phenomics, and CRISPR-edited chassis strains heralds a new era of precision mycology, where mushrooms are computationally designed as sustainable solutions for global food security, pharmaceutical innovation, and ecological resilience, ultimately transforming fungi into programmable biological factories tailored to address pressing agricultural and ecological challenges.

食用菌在产量优化、生物活性化合物生产和气候适应性方面面临着传统育种方法难以解决的持续挑战。传统的杂交育种、原生质体融合和诱变等方法受到遗传噪声、费力的筛选和不稳定的性状遗传的限制。这篇综述提出了一种基于分子生物学和数据科学进步的变革范式:生物数字反馈回路(BDFL)框架,整合多组学、crispr工程底盘菌株和预测表型组学,用于精确的蘑菇育种。我们的框架采用多组学来破译控制关键性状的基因网络,如底物降解酶、发育同步调节因子和次级代谢物途径。然后,CRISPR-Cas9和合成生物学工具利用这些见解,在预先设计的“即插即用”底盘菌株中验证和设计模块化基因电路,从而实现理想性状的无冲突堆叠。人工智能是关键,不仅通过先进的成像技术自动化高通量表型,而且通过组学数据预测性状遗传力,优化CRISPR引导rna和遗传构建体的设计以进行高效编辑,从而加快整个育种周期。我们描述的BDFL通过将表型组学数据反馈给人工智能算法来迭代地改进菌株,从而实现快速的性状优化周期。这超越了传统方法的试错限制,加速了用于循环生物经济的气候智能型蘑菇的开发,包括经过改造的菌株,可以在农业废弃物中茁壮成长,过量产生免疫调节化合物,或抵抗新出现的病原体。预测基因组学、人工智能驱动的表型组学和crispr编辑的基础菌株的整合预示着一个精确真菌学的新时代,蘑菇被计算设计为全球粮食安全、制药创新和生态弹性的可持续解决方案,最终将真菌转变为可编程的生物工厂,以应对紧迫的农业和生态挑战。
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引用次数: 0
Artificial neural network optimized green synthesis of cysteine-conjugated silver nanoparticles for antibacterial activity against staphylococcus nepalensis to combat cystitis 人工神经网络优化绿色合成半胱氨酸共轭银纳米粒子对尼泊尔葡萄球菌的抗菌活性,以对抗膀胱炎。
IF 1.8 3区 生物学 Q4 MICROBIOLOGY Pub Date : 2025-10-09 DOI: 10.1007/s10482-025-02178-6
Muhammad Asim, Muhammad Naveed, Tariq Aziz, Maida Salah Ud Din, Fatma Alshehri, Ashwag Shami, Maher S. Alwethaynani, Deema Fallatah, Abeer M. Alghamdi, Fakhria A. Al-Joufi

The emergence of multidrug-resistant pathogens has increased the urgency for alternative treatment options for infections like cystitis. This study focused on the green synthesis of silver nanoparticles and cysteine-conjugated silver nanoparticles utilizing Melaleuca lanceolata leaf extract, optimized via artificial neural networks for controlled nanoparticle size. The ANN model provided precise prediction and control of nanoparticle size, reducing experimental variability. The characterization was performed using UV–Vis spectroscopy, which showed peaks at 445 nm for AgNPs and 405 nm for Cys-AgNPs. Additionally, FTIR, SEM, and EDX analysis confirmed the successful synthesis of AgNPs and their conjugation with cysteine. Biological analyses revealed that Cys-AgNPs had increased antioxidant and anti-inflammatory effects over AgNPs and controls. Notably, they demonstrated better antibacterial activity against Staphylococcus nepalensis, a new uropathogen causing cystitis, with a 17 mm inhibitory zone and a lowest inhibitory concentration of 25 µg/ml. Direct cytotoxicity assays and in vivo studies in animal models were not carried out, but the observed reduction in hemolysis in vitro demonstrates that it may be biocompatible. These results demonstrate the novelty of using ANN-based optimization and green nanotechnology to produce stable, functionalized nanoparticles of therapeutic interest. It is recommended that cytotoxicity analyses, in vivo confirmation, and wider MDR pathogen testing should be performed in the future to ensure clinical relevance.

耐多药病原体的出现增加了寻找膀胱炎等感染的替代治疗方案的紧迫性。本研究的重点是利用千层木叶提取物绿色合成银纳米粒子和半胱氨酸共轭银纳米粒子,并通过人工神经网络对纳米粒子大小进行优化。人工神经网络模型提供了精确的预测和控制纳米颗粒的大小,减少了实验的可变性。利用紫外可见光谱对AgNPs和Cys-AgNPs进行了表征,AgNPs的峰值在445 nm, Cys-AgNPs的峰值在405 nm。此外,FTIR, SEM和EDX分析证实了AgNPs的成功合成及其与半胱氨酸的结合。生物学分析显示,Cys-AgNPs比AgNPs和对照组具有更强的抗氧化和抗炎作用。值得注意的是,它们对尼泊尔葡萄球菌(一种引起膀胱炎的新型尿路病原体)表现出更好的抗菌活性,其抑制带为17 mm,最低抑制浓度为25 μ g/ml。没有进行直接的细胞毒性试验和动物模型的体内研究,但在体外观察到的溶血减少表明它可能具有生物相容性。这些结果证明了利用基于人工神经网络的优化和绿色纳米技术来生产稳定的、功能化的治疗性纳米颗粒的新颖性。建议将来进行细胞毒性分析、体内确认和更广泛的耐多药病原体检测,以确保临床相关性。
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Antonie Van Leeuwenhoek International Journal of General and Molecular Microbiology
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