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Shotgun metagenomics reveals the prevalence and mobility of antibiotic resistance genes in the West Bay of the human-impacted Laguna Lake. 霰弹枪宏基因组学揭示了人类影响的拉古纳湖西湾抗生素耐药基因的流行和流动性。
IF 4 2区 生物学 Q2 MICROBIOLOGY Pub Date : 2026-01-22 eCollection Date: 2026-01-01 DOI: 10.3389/fmicb.2026.1742578
Lance Matthew F Farinas, Laurice Beatrice Raphaelle O Dela Peña, Windell L Rivera

Laguna Lake, the largest freshwater lake in the Philippines, has been reported to harbor antibiotic-resistant bacteria, posing health risks to the millions who depend on it. However, limited knowledge of antibiotic resistance genes (ARGs) in the lake highlights the need for a comprehensive assessment of its resistome. In line with this, we characterized ARGs in the West Bay of Laguna Lake using shotgun metagenomic sequencing based on six metagenomes collected from three stations across two sampling months at a single depth. ARGs were quantified from short reads, and assembled contigs containing these genes-antibiotic-resistant contigs (ARCs)-were analyzed to assess mobility through associations with plasmids and mobile genetic elements (MGEs). β-lactam resistance genes (0.023-0.048 copies per cell) were the most prevalent, corroborating previous reports. Meanwhile, the detection of bacitracin (0.013-0.028 cpc) and polymyxin (0.009-0.011 cpc) resistance genes raises new concerns, as resistance to these antibiotic classes has not been previously reported in the lake. Furthermore, 44.8 and 30.4% of ARCs were associated with plasmids and MGEs, respectively. ARCs carrying genes for resistance to β-lactams, chloramphenicol, and tetracyclines were frequently identified as mobile, indicating a high potential for horizontal gene transfer and suggesting possible antibiotic contamination in the lake. Overall, this study provides the first metagenomic insight into the resistome of Laguna Lake using short-read sequencing and highlights its role as an environmental reservoir of mobile ARGs. The findings underscore the need for expanded ARG surveillance to improve antimicrobial resistance risk prediction.

据报道,菲律宾最大的淡水湖拉古纳湖(Laguna Lake)含有耐抗生素细菌,给数百万依赖它生活的人带来了健康风险。然而,由于对该湖泊中抗生素耐药基因(ARGs)的了解有限,因此需要对其抗性组进行全面评估。基于此,我们使用霰弹枪宏基因组测序方法,对拉古纳湖西湾的ARGs进行了特征分析,该测序基于在两个月的采样时间内从三个站点在单一深度收集的六个宏基因组。研究人员从短序列中对ARGs进行了量化,并分析了含有这些基因的组装contigs (antibiotic-resistant contigs, arc),以通过与质粒和移动遗传元件(mobile genetic elements, MGEs)的关联来评估其迁移性。β-内酰胺抗性基因(每细胞0.023-0.048拷贝)最为普遍,证实了先前的报道。同时,杆菌肽(0.013-0.028 cpc)和多粘菌素(0.009-0.011 cpc)耐药基因的检测引起了新的关注,因为这两类抗生素的耐药性此前未在湖中报道过。此外,44.8%和30.4%的arc分别与质粒和MGEs相关。携带β-内酰胺类、氯霉素类和四环素类耐药基因的arc经常被鉴定为可移动的,这表明基因水平转移的可能性很高,表明湖中可能存在抗生素污染。总的来说,这项研究首次利用短读测序技术对拉古纳湖的抗性组进行了宏基因组研究,并强调了其作为移动ARGs环境储存库的作用。这些发现强调需要扩大ARG监测,以改进抗菌素耐药性风险预测。
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引用次数: 0
Parents-child multiple sites of microbial and metabolic signatures in autism spectrum disorder. 自闭症谱系障碍中微生物和代谢特征的亲子多位点。
IF 4 2区 生物学 Q2 MICROBIOLOGY Pub Date : 2026-01-22 eCollection Date: 2025-01-01 DOI: 10.3389/fmicb.2025.1745874
Lingping Zhu, Haiyan Zhang, Meiling Tang, Xuefeng Yang, Yongjun Chen

Introduction: To investigate the horizontal transmission of oral-gut microbiota in autism spectrum disorder (ASD) families and its potential implications for ASD pathogenesis.

Methods: The research employed a paired cohort design using family cohorts (23 ASD children/17 parents vs. 18 Non-ASD children/16 parents), conducting integrated microbiome and metabolomic analyses of oral and fecal samples.

Results: The findings revealed that ASD families exhibited significantly increased oral microbial species diversity alongside substantial alterations in gut microbiota composition, particularly demonstrating a lower Firmicutes/Bacteroidetes ratio (3.60/2.97) compared to Non-ASD families (5.59/5.35). Specific microbial changes included notable enrichment of Prevotella_9 in ASD gut microbiota. Metabolomic profiling identified significant disruptions in multiple metabolic pathways, including impaired L-rhamnose degradation and glutathione metabolism. The study observed coordinated oral-gut axis alterations through synchronized changes in Caulobacter and Serratia abundances, suggesting a distinct dysbiotic pattern along this microbial continuum. Additional metabolic findings demonstrated reduced levels of fecal glutamine and Ala-Gly in ASD children, with glycylproline exhibiting high predictive value for family typing (AUC = 0.91). Integrative analysis further revealed significant correlations between Holdemanella and various lipid metabolites.

Discussion: It indicates that ASD families display characteristic oral-gut microbiota interactions accompanied by metabolic abnormalities, potentially reflecting familial microbial transmission patterns that may contribute to ASD pathophysiology.

前言:研究自闭症谱系障碍(ASD)家族中口腔肠道微生物群的水平传播及其在ASD发病机制中的潜在意义。方法:采用配对队列设计,采用家庭队列(23名ASD儿童/17名父母对18名非ASD儿童/16名父母),对口腔和粪便样本进行微生物组学和代谢组学综合分析。结果:研究结果显示,ASD家族的口腔微生物物种多样性显著增加,肠道微生物群组成也发生了实质性变化,特别是厚壁菌门/拟杆菌门比率(3.60/2.97)低于非ASD家族(5.59/5.35)。具体的微生物变化包括在ASD肠道菌群中Prevotella_9的显著富集。代谢组学分析确定了多种代谢途径的显著中断,包括l -鼠李糖降解和谷胱甘肽代谢受损。该研究通过Caulobacter和Serratia丰度的同步变化观察到口腔-肠道轴的协调变化,表明在这种微生物连续体中存在明显的生态失调模式。其他代谢结果显示,ASD儿童的粪便谷氨酰胺和Ala-Gly水平降低,甘氨酸对家庭分型具有很高的预测价值(AUC = 0.91)。综合分析进一步揭示了Holdemanella与多种脂质代谢产物的显著相关性。讨论:这表明ASD家族表现出特征性的口腔-肠道微生物群相互作用,并伴有代谢异常,可能反映了家族微生物传播模式,可能有助于ASD病理生理。
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引用次数: 0
Intersection of inflammation and viral replication: the central role of MAPK signaling in viral respiratory infections. 炎症和病毒复制的交叉:MAPK信号在病毒性呼吸道感染中的核心作用。
IF 4 2区 生物学 Q2 MICROBIOLOGY Pub Date : 2026-01-22 eCollection Date: 2025-01-01 DOI: 10.3389/fmicb.2025.1735254
Ralph A Tripp, Les P Jones, David E Martin

The mitogen-activated protein kinase (MAPK) pathway is a vital cellular signaling cascade that viruses exploit. When activated by viruses, this pathway also initiates the host's inflammatory response. This pathway has a crucial role in viral respiratory infections, serving as a key intersection where viral replication and host inflammation are coordinated. Some viruses activate this pathway to enhance their own replication while also triggering inflammatory responses in the host. Understanding this intersection is essential because therapeutic agents could target the same pathway to inhibit both viral replication and inflammation. This perspective considers targeting the MAPK pathway as a potential way to treat viral respiratory infections by suppressing viral replication and reducing inflammation.

丝裂原活化蛋白激酶(MAPK)途径是病毒利用的重要细胞信号级联。当被病毒激活时,这条途径也会启动宿主的炎症反应。这条通路在病毒性呼吸道感染中起着至关重要的作用,是病毒复制和宿主炎症协调的关键交叉点。一些病毒激活这一途径来增强自身的复制,同时也引发宿主的炎症反应。了解这种交叉是必要的,因为治疗药物可以针对相同的途径来抑制病毒复制和炎症。这一观点认为,靶向MAPK途径是一种通过抑制病毒复制和减少炎症来治疗病毒性呼吸道感染的潜在方法。
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引用次数: 0
Application of juniper (Juniperus communis) essential oil nanoemulsions to control spoilage and pathogenic bacteria in fish. 杜松(Juniperus communis)精油纳米乳控制鱼类腐败和致病菌的应用。
IF 4 2区 生物学 Q2 MICROBIOLOGY Pub Date : 2026-01-22 eCollection Date: 2026-01-01 DOI: 10.3389/fmicb.2026.1758540
Hakan Çolak, Mustafa Durmuş, Esmeray Küley, Ali Rıza Köşker, Yetkin Sakarya, Tuba Esatbeyoglu, Fatih Özogul

This study evaluated the antimicrobial activity of pure juniper essential oil and its nanoemulsion formulations (2, 4, and 6%) against five foodborne and fish spoilage bacterial species, including Staphylococcus aureus, Salmonella Paratyphi A, Vibrio vulnificus, Photobacterium damselae and Proteus mirabilis. The GC-MS profile of pure juniper essential oil (EO) revealed thirty components, including α-pinene, which accounted for 90.05% of the total volatiles. The antimicrobial activity was studied by measuring the inhibition zone diameters by the agar well diffusion method and determining the minimum inhibitory concentration (MIC) and minimum bactericidal concentration (MBC) values by micro dilution method. A clear dose-response relationship was observed in nanoemulsion formulations; as EO concentration increased, inhibition zones enhanced and MIC/MBC values decreased. S. aureus showed inhibition even at 2%JNEO (~15 mm), reaching a maximum of 22.1 mm at 6%JNEO. Among Gram-negative pathogens, Vibrio vulnificus showed the highest susceptibility, particularly to pure juniper essential oil, as reflected by low MIC and MBC values. P. damselae and S. paratyphi A exhibited intermediate susceptibility (MIC 1.56-12.5 mg/mL; MBC 12.5-25 mg/mL), while P. mirabilis showed high resistance (MIC 12.5 mg/mL; MBC > 100 mg/mL) and only limited inhibition. Among the tested bacteria, Staphylococcus aureus and Vibrio vulnificus showed the highest susceptibility, with inhibition zones and MIC/MBC values decreasing in a concentration-dependent manner. This antimicrobial activity may be associated with the high α-pinene content of juniper essential oil. These results highlight the potential of juniper essential oil nanoemulsions as effective natural preservatives to control fish spoilage and foodborne bacteria in the seafood industry.

本研究评估了纯杜松精油及其纳米乳制剂(2,4和6%)对五种食源性和鱼类腐败细菌的抗菌活性,包括金黄色葡萄球菌,副伤寒沙门氏菌,创伤弧菌,豆selae光杆菌和神奇变形杆菌。经GC-MS分析,纯杜松精油挥发物中含有α-蒎烯等30种成分,占挥发物总量的90.05%。采用琼脂孔扩散法测定抑菌带直径,微稀释法测定最小抑菌浓度(MIC)和最小杀菌浓度(MBC),研究其抑菌活性。在纳米乳制剂中观察到明显的剂量-反应关系;随着EO浓度的增加,抑制区增强,MIC/MBC值降低。金黄色葡萄球菌在2%JNEO时也有抑制作用(~15 mm), 6%JNEO时最大抑制作用为22.1 mm。在革兰氏阴性病原菌中,创伤弧菌(Vibrio vulnificus)表现出最高的敏感性,特别是对纯杜松精油,这反映在较低的MIC和MBC值上。P. damselae和S. paratyphi A表现为中等敏感性(MIC为1.56 ~ 12.5 mg/mL; MBC为12.5 ~ 25 mg/mL), P. mirabilis表现为高抗性(MIC为12.5 mg/mL; MBC为 > 100 mg/mL),抑制作用有限。其中,金黄色葡萄球菌和创伤弧菌的敏感性最高,抑菌区和MIC/MBC值呈浓度依赖性降低。这种抗菌活性可能与杜松精油中α-蒎烯含量高有关。这些结果突出了杜松精油纳米乳液作为有效的天然防腐剂的潜力,可以控制海鲜行业中的鱼类腐败和食源性细菌。
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引用次数: 0
GlnR positively affects the acid resistance of Lactiplantibacillus plantarum from wine by regulating glutamate metabolism. GlnR通过调节酒中谷氨酸代谢,对植物乳杆菌的耐酸性产生正向影响。
IF 4 2区 生物学 Q2 MICROBIOLOGY Pub Date : 2026-01-22 eCollection Date: 2025-01-01 DOI: 10.3389/fmicb.2025.1757806
Ke Lu, Kan Shi, Yuxin Yuan, Yuanyuan Liu, Chuangyi Miao, Tao Pan, Pengfei Duan, Jangyong Wang, Shuwen Liu, Lili Zhao

Introduction: Owing to its remarkable capacity to modify the aroma profile of wine, Lactiplantibacillus plantarum (L. plantarum) derived from wine has emerged as a potential starter for malolactic fermentation. However, the inadequate acid resistance of this bacterium severely restricts its application. In some bacterial species, GlnR is considered a universal transcriptional regulator in response to acid stress.

Methods: In this study, we determined the function of GlnR in the acid resistance of L. plantarum for the first time. RT-qPCR and yeast one-hybrid assays revealed a direct regulatory correlation between GlnR and genes associated with the glutamate metabolic pathway. Metabolomics analysis via liquid chromatography-mass spectrometry and fermentation studies confirmed that GlnR affected γ-aminobutyric acid (GABA) production.

Results: The growth and survival rate of the knockout strain XJ25-ΔglnR were significantly lower than those of the wild-type strain XJ25. GlnR can directly bind to the promotor regions of the genes glnA, gadB, and glms1, thereby upregulating gadB transcription while downregulating glnA and glms1 transcription, directing the increased metabolic flux toward GABA synthesis.

Discussion: We present evidence that GlnR plays a vital role in the glutamate metabolic pathway and is a positive transcriptional regulator that can control the acid resistance of L. plantarum XJ25. Although GlnR interacts with glnA, gadB, and glms1, additional studies are warranted to determine how this interaction affects its acid resistance.

摘要植物乳杆菌(L. plantarum)源于葡萄酒,由于其具有显著的改变葡萄酒香气的能力,已成为苹果酸乳酸发酵的潜在发酵剂。然而,这种细菌的耐酸能力不足严重限制了它的应用。在一些细菌物种中,GlnR被认为是一种普遍的转录调节因子,以应对酸性胁迫。方法:本研究首次测定了GlnR在植物乳杆菌抗酸能力中的作用。RT-qPCR和酵母单杂交分析揭示了GlnR与谷氨酸代谢途径相关基因之间的直接调控关系。代谢组学分析通过液相色谱-质谱和发酵研究证实,GlnR影响γ-氨基丁酸(GABA)的产生。结果:敲除菌株XJ25-ΔglnR的生长和存活率明显低于野生型菌株XJ25。GlnR可以直接结合glnA、gadB和glms1基因的启动子区域,从而上调gadB的转录,下调glnA和glms1的转录,将增加的代谢通量导向GABA的合成。讨论:我们提出证据表明GlnR在谷氨酸代谢途径中起着至关重要的作用,是一种正转录调节剂,可以控制L. plantarum XJ25的耐酸性。虽然GlnR与glnA、gadB和glms1相互作用,但需要进一步的研究来确定这种相互作用如何影响其耐酸性。
{"title":"GlnR positively affects the acid resistance of <i>Lactiplantibacillus plantarum</i> from wine by regulating glutamate metabolism.","authors":"Ke Lu, Kan Shi, Yuxin Yuan, Yuanyuan Liu, Chuangyi Miao, Tao Pan, Pengfei Duan, Jangyong Wang, Shuwen Liu, Lili Zhao","doi":"10.3389/fmicb.2025.1757806","DOIUrl":"10.3389/fmicb.2025.1757806","url":null,"abstract":"<p><strong>Introduction: </strong>Owing to its remarkable capacity to modify the aroma profile of wine, <i>Lactiplantibacillus plantarum</i> (<i>L. plantarum</i>) derived from wine has emerged as a potential starter for malolactic fermentation. However, the inadequate acid resistance of this bacterium severely restricts its application. In some bacterial species, GlnR is considered a universal transcriptional regulator in response to acid stress.</p><p><strong>Methods: </strong>In this study, we determined the function of GlnR in the acid resistance of <i>L. plantarum</i> for the first time. RT-qPCR and yeast one-hybrid assays revealed a direct regulatory correlation between GlnR and genes associated with the glutamate metabolic pathway. Metabolomics analysis via liquid chromatography-mass spectrometry and fermentation studies confirmed that GlnR affected γ-aminobutyric acid (GABA) production.</p><p><strong>Results: </strong>The growth and survival rate of the knockout strain XJ25-Δ<i>glnR</i> were significantly lower than those of the wild-type strain XJ25. GlnR can directly bind to the promotor regions of the genes <i>glnA</i>, <i>gadB</i>, and <i>glms1</i>, thereby upregulating <i>gadB</i> transcription while downregulating <i>glnA</i> and <i>glms1</i> transcription, directing the increased metabolic flux toward GABA synthesis.</p><p><strong>Discussion: </strong>We present evidence that GlnR plays a vital role in the glutamate metabolic pathway and is a positive transcriptional regulator that can control the acid resistance of <i>L. plantarum</i> XJ25. Although GlnR interacts with <i>glnA</i>, <i>gadB</i>, and <i>glms1</i>, additional studies are warranted to determine how this interaction affects its acid resistance.</p>","PeriodicalId":12466,"journal":{"name":"Frontiers in Microbiology","volume":"16 ","pages":"1757806"},"PeriodicalIF":4.0,"publicationDate":"2026-01-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12872816/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146141700","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
JR20, a novel natural product-derived compound, exhibits potent anti-biofilm activity against methicillin-resistant Staphylococcus aureus. JR20是一种新型的天然产物衍生化合物,对耐甲氧西林金黄色葡萄球菌具有较强的抗生物膜活性。
IF 4 2区 生物学 Q2 MICROBIOLOGY Pub Date : 2026-01-22 eCollection Date: 2025-01-01 DOI: 10.3389/fmicb.2025.1743534
Meirong Zhao, Chaowei Zhang, Yogini Jaiswal, Xinrong Xie, Dongyu Huang, Zhendan He, Leonard Williams, Yifu Guan, Hedong Bian, Xun Song

Objective: JR20, a novel sesamin-derived arylnaphthalene lignan, has demonstrated potent antifungal activity. This study further investigates its antibacterial potential against MRSA (methicillin-resistant Staphylococcus aureus).

Methods: The highlights of this research include the use of SYTO9 and PI fluorescence double staining, along with three-dimensional confocal microscopy to reveal the thickness and viability of biofilms under JR0's influence. Additionally, scanning and transmission electron microscopy were employed to observe the morphological changes of MRSA under JR0's impact. By combining the observed reduction in ATP content within MRSA, a preliminary mechanism was hypothesized. In vivo anti-infection experiments were further conducted to evaluate the compound's biological activity in liver and spleen tissues of mice.

Results: JR20 exhibited potent anti-MRSA activity (IC50 = 20.88 μg/mL). Mechanistic investigations revealed multi-level effects: confocal microscopy demonstrated altered biofilm thickness and viability; SEM/TEM confirmed distinct morphological changes in bacterial cells; And ATP content reduction indicated metabolic disruption. In vivo experiments validated these antibacterial effects and further revealed anti-inflammatory properties, underscoring JR0's therapeutic potential against MRSA infections.

Conclusion: This study confirms JR0's potent anti-MRSA activity, clarifies its effects on biofilms and MRSA morphology, and proposes a preliminary mechanism by reduced ATP. JR20 demonstrates significant potential for combating drug-resistant bacteria and advancing antibiofilm drug discovery.

目的:新型芝麻基芳基萘木脂素JR20具有较强的抗真菌活性。本研究进一步探讨了其对耐甲氧西林金黄色葡萄球菌(MRSA)的抗菌潜力。方法:本研究的重点是利用SYTO9和PI荧光双染色,结合三维共聚焦显微镜观察JR0影响下生物膜的厚度和活力。采用扫描电镜和透射电镜观察JR0作用下MRSA的形态变化。结合观察到的MRSA内ATP含量的减少,初步的机制被假设。进一步进行体内抗感染实验,评价化合物在小鼠肝脏和脾脏组织中的生物活性。结果:JR20具有较强的抗mrsa活性(IC50 = 20.88 μg/mL)。机制研究揭示了多层次的影响:共聚焦显微镜显示了生物膜厚度和活力的改变;SEM/TEM证实细菌细胞有明显的形态学改变;ATP含量减少表明代谢中断。体内实验验证了这些抗菌作用,并进一步揭示了抗炎特性,强调了JR0对MRSA感染的治疗潜力。结论:本研究证实了JR0具有较强的抗MRSA活性,阐明了JR0对生物膜和MRSA形态的影响,并提出了JR0通过减少ATP作用的初步机制。JR20在对抗耐药细菌和推进抗生素膜药物发现方面具有重要潜力。
{"title":"JR20, a novel natural product-derived compound, exhibits potent anti-biofilm activity against methicillin-resistant <i>Staphylococcus aureus</i>.","authors":"Meirong Zhao, Chaowei Zhang, Yogini Jaiswal, Xinrong Xie, Dongyu Huang, Zhendan He, Leonard Williams, Yifu Guan, Hedong Bian, Xun Song","doi":"10.3389/fmicb.2025.1743534","DOIUrl":"10.3389/fmicb.2025.1743534","url":null,"abstract":"<p><strong>Objective: </strong>JR20, a novel sesamin-derived arylnaphthalene lignan, has demonstrated potent antifungal activity. This study further investigates its antibacterial potential against MRSA (methicillin-resistant <i>Staphylococcus aureus</i>).</p><p><strong>Methods: </strong>The highlights of this research include the use of SYTO9 and PI fluorescence double staining, along with three-dimensional confocal microscopy to reveal the thickness and viability of biofilms under JR0's influence. Additionally, scanning and transmission electron microscopy were employed to observe the morphological changes of MRSA under JR0's impact. By combining the observed reduction in ATP content within MRSA, a preliminary mechanism was hypothesized. <i>In vivo</i> anti-infection experiments were further conducted to evaluate the compound's biological activity in liver and spleen tissues of mice.</p><p><strong>Results: </strong>JR20 exhibited potent anti-MRSA activity (IC<sub>50</sub> = 20.88 μg/mL). Mechanistic investigations revealed multi-level effects: confocal microscopy demonstrated altered biofilm thickness and viability; SEM/TEM confirmed distinct morphological changes in bacterial cells; And ATP content reduction indicated metabolic disruption. <i>In vivo</i> experiments validated these antibacterial effects and further revealed anti-inflammatory properties, underscoring JR0's therapeutic potential against MRSA infections.</p><p><strong>Conclusion: </strong>This study confirms JR0's potent anti-MRSA activity, clarifies its effects on biofilms and MRSA morphology, and proposes a preliminary mechanism by reduced ATP. JR20 demonstrates significant potential for combating drug-resistant bacteria and advancing antibiofilm drug discovery.</p>","PeriodicalId":12466,"journal":{"name":"Frontiers in Microbiology","volume":"16 ","pages":"1743534"},"PeriodicalIF":4.0,"publicationDate":"2026-01-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12872765/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146141515","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Without safeguards, AI-Biology integration risks accelerating future pandemics. 如果没有保障措施,人工智能-生物融合可能会加速未来的大流行。
IF 4 2区 生物学 Q2 MICROBIOLOGY Pub Date : 2026-01-22 eCollection Date: 2025-01-01 DOI: 10.3389/fmicb.2025.1734561
Dianzhuo Wang, Marian Huot, Zechen Zhang, Kaiyi Jiang, Eugene I Shakhnovich, Kevin M Esvelt

Artificial intelligence now shapes the design of biological matter. Protein language models (pLMs), trained on millions of natural sequences, can predict, generate, and optimize functional proteins with minimal human input. When embedded in experimental pipelines, these systems enable closed-loop biological design at unprecedented speed. The same convergence that accelerates vaccine and therapeutic discovery, however, also creates new dual-use risks. We first map recent progress in using pLMs for fitness optimization across proteins, then critically assess how these approaches have been applied to viral evolution and how they intersect with laboratory workflows, including active learning and automation. Building on this analysis, we outline a capability-oriented framework for integrated AI-biology systems, identify evaluation challenges specific to biological outputs, and propose research directions for training- and inference-time safeguards.

人工智能现在塑造着生物物质的设计。蛋白质语言模型(pLMs)经过数百万个自然序列的训练,可以用最少的人工输入来预测、生成和优化功能蛋白质。当嵌入到实验管道中时,这些系统以前所未有的速度实现闭环生物设计。然而,加速疫苗和治疗方法发现的同一趋同也造成了新的双重用途风险。我们首先绘制了使用pLMs进行蛋白质适应度优化的最新进展,然后批判性地评估了这些方法如何应用于病毒进化,以及它们如何与实验室工作流程(包括主动学习和自动化)交叉。在此分析的基础上,我们概述了集成ai -生物学系统的能力导向框架,确定了特定于生物输出的评估挑战,并提出了训练和推理时间保障的研究方向。
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引用次数: 0
Harnessing secondary metabolites of endophytic microbes: a next-generation biopesticide for crop disease management. 利用内生微生物次生代谢物:用于作物病害管理的新一代生物农药。
IF 4 2区 生物学 Q2 MICROBIOLOGY Pub Date : 2026-01-22 eCollection Date: 2025-01-01 DOI: 10.3389/fmicb.2025.1705702
Gulafsha Parveen, Waquar Akhter Ansari, Navin Kumar, Durgesh Kumar Jaiswal

This review highlights the potential of endophytic microorganisms and their secondary metabolites as innovative biopesticides for sustainable disease management in agriculture. Agriculture faces substantial challenges from phytopathogens, resulting in significant economic losses worldwide, which are typically addressed with synthetic pesticides that pose environmental and health hazards. Endophytic microorganisms residing within plant tissues without inducing disease provide a natural defence alternative by synthesising a variety of beneficial secondary metabolites, including alkaloids, terpenoids, phenolics, and peptides. These chemicals serve as ecological mediators, directly inhibiting pathogens, promoting plant systemic resistance, and improving nutrient absorption and stress resilience. The review elucidates the biosynthesis routes of these metabolites, their ecological functions, and the symbiotic chemical interactions between endophytes and host plants that enhance plant growth and defence. Bacterial endophytes, including Bacillus and Pseudomonas, generate lipopeptides that compromise pathogen membranes and to improve plant immunity, whereas fungal endophytes, such as Trichoderma and Penicillium, produce antifungal and insecticidal agents. The manuscript additionally examines the molecular mechanisms that govern these relationships, encompassing phytohormonal signalling and quorum sensing. While the potential of endophytic microorganisms as biopesticides is promising, significant gaps remain in our understanding of their long-term ecosystem effects, molecular mechanisms, and scalable manufacturing techniques. This review highlights the importance of comprehensive research to fully harness the biotechnological potential of endophytes. Integrating their secondary metabolites into crop protection strategies could reduce our reliance on chemical pesticides, promoting environmental sustainability and food security. Understanding the long-term ecosystem effects of endophytic microorganisms is crucial for bolstering resilient agricultural systems globally.

这篇综述强调了内生微生物及其次生代谢物作为农业可持续疾病管理的创新生物农药的潜力。农业面临着来自植物病原体的重大挑战,在世界范围内造成重大经济损失,而这些损失通常是用对环境和健康构成危害的合成农药来解决的。植物组织内的内生微生物不诱导疾病,通过合成各种有益的次生代谢物,包括生物碱、萜类、酚类物质和肽,提供了一种天然的防御选择。这些化学物质作为生态介质,直接抑制病原菌,促进植物的系统抗性,提高养分吸收和抗逆性。本文综述了这些代谢物的生物合成途径、生态功能以及内生菌与寄主植物之间促进植物生长和防御的共生化学相互作用。细菌内生菌,包括芽孢杆菌和假单胞菌,产生损害病原体膜和提高植物免疫力的脂肽,而真菌内生菌,如木霉和青霉,产生抗真菌和杀虫剂。该手稿还检查了控制这些关系的分子机制,包括植物激素信号和群体感应。虽然内生微生物作为生物农药的潜力是有希望的,但我们对其长期生态系统效应、分子机制和可扩展的制造技术的理解仍然存在重大差距。本文综述了对内生菌进行综合研究以充分利用其生物技术潜力的重要性。将它们的次生代谢物纳入作物保护战略可以减少我们对化学农药的依赖,促进环境可持续性和粮食安全。了解内生微生物对生态系统的长期影响对于增强全球农业系统的复原力至关重要。
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引用次数: 0
Mosquito viromes across England and Wales reveal hidden arbovirus signals and limited ecological structuring. 英格兰和威尔士的蚊子病毒群揭示了隐藏的虫媒病毒信号和有限的生态结构。
IF 4 2区 生物学 Q2 MICROBIOLOGY Pub Date : 2026-01-22 eCollection Date: 2026-01-01 DOI: 10.3389/fmicb.2026.1749228
Jack Pilgrim, Emma Widlake, Roksana Wilson, Alexander G C Vaux, Jolyon M Medlock, Alistair C Darby, Matthew Baylis, Marcus S C Blagrove

Outbreaks of mosquito-borne viruses are increasing in temperate regions, with West Nile and Usutu viruses now established in wide regions across Europe, and both detected in the UK. Current surveillance strategies focus on targeted approaches which are well suited for monitoring established threats but limited in their ability to detect recently described or neglected viruses. High throughput sequencing (HTS) provides an unbiased alternative, allowing simultaneous identification of well-recognised and overlooked arboviruses, alongside insect-specific viruses (ISVs) that may modulate vector competence of the insects transmitting these pathogens. This study presents the first comprehensive virome survey of Culex mosquitoes in the UK, analysing populations collected from 93 sites across England and Wales through HTS and a systematic virus discovery pipeline. Across these sites, 41 distinct viral taxa were identified, including 11 novel species. Most viruses were rare or confined to a few sites, with only three detected in more than one third of sites, suggesting the absence of a broad conserved virome across populations. Within this diversity, three arbovirus-related lineages were detected: Hedwig virus (Peribunyaviridae), Umatilla virus (Sedoreoviridae), and Atherstone virus (Peribunyaviridae), the former two representing the first detections in the UK. These putative arboviruses were embedded in viral communities that showed minimal structuring by coarse land type but a modest decline in richness with latitude across rural sites, consistent with diversity gradients observed in other microbial systems. Together, these findings provide the first national-scale baseline of Culex mosquito-associated viral diversity in the UK, and demonstrate the value of metagenomic approaches in arbovirus preparedness.

在温带地区,蚊媒病毒的爆发正在增加,西尼罗河病毒和乌苏图病毒现已在整个欧洲的广泛地区确立,并且在英国都发现了这两种病毒。目前的监测战略侧重于有针对性的方法,这些方法非常适合监测已确定的威胁,但在检测最近描述或被忽视的病毒方面能力有限。高通量测序(HTS)提供了一种无偏倚的替代方法,允许同时鉴定得到充分识别和被忽视的虫媒病毒,以及可能调节传播这些病原体的昆虫媒介能力的昆虫特异性病毒(isv)。这项研究首次对英国的库蚊进行了全面的病毒组调查,分析了通过HTS和系统的病毒发现管道从英格兰和威尔士的93个地点收集的种群。在这些站点中,鉴定出41个不同的病毒分类群,其中包括11个新种。大多数病毒是罕见的或局限于少数位点,只有三种病毒在超过三分之一的位点被检测到,这表明在整个种群中缺乏广泛保守的病毒组。在这种多样性中,检测到三种虫媒病毒相关谱系:Hedwig病毒(周布尼亚病毒科)、umatila病毒(sedoreovirus科)和Atherstone病毒(周布尼亚病毒科),前两种病毒是英国首次检测到的。这些推测的虫媒病毒嵌入到病毒群落中,这些病毒群落在粗糙的土地类型中表现出最小的结构,但在农村地区的丰富度随着纬度的变化而适度下降,这与在其他微生物系统中观察到的多样性梯度一致。总之,这些发现提供了英国第一个全国性的库蚊相关病毒多样性基线,并证明了宏基因组方法在虫媒病毒防范中的价值。
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引用次数: 0
Associations between volatile fatty acid profiles, methane emissions, and rumen microbiota in sheep fed Ethiopian forage. 食用埃塞俄比亚草料的绵羊挥发性脂肪酸谱、甲烷排放和瘤胃微生物群之间的关系。
IF 4 2区 生物学 Q2 MICROBIOLOGY Pub Date : 2026-01-22 eCollection Date: 2025-01-01 DOI: 10.3389/fmicb.2025.1731623
Wondimagegne Bekele, Lovely Mahawar, Mohammad Ramin, Addis Simachew, Benedicte Riber Albrectsen, Abiy Zegeye

This study was part of an in vivo investigation of methane (CH4) abatement feed on local Menz breed sheep in Ethiopia, conducted over 90 days period using a randomized complete block design. Sheep were subjected to four dietary treatments: Control, Acacia (Acacia nilotica), BSG (Brewer's Spent Grain), and Ziziphus (Ziziphus spina-christi). The aim of the study was to investigate the rumen microbial community composition, diversity, and their relationships with CH4 intensity. Rumen fluid was collected on days 0 (SD_0), 45 (SD_45), and 90 (SD_90), using an esophageal tube. The dynamics of the bacterial and archaeal domains were assessed by 16S rRNA gene sequencing. The sequencing results showed that 92.9% of ASVs were Bacteria, and 0.05% Archaea. At the genus level, Rikenellaceae RC9 gut group (18%), Prevotella (17%), and Candidatus Saccharimonas (8.9%) were the most abundant Bacteria, while Methanobrevibacter (88%) dominated the Archaeal genera across all treatment groups. Treatment feed significantly altered microbial profiles, notably reducing Methanobrevibacter abundance in CH4 abatement diets and increasing the presence of Methanosphaera. Shannon diversity increased in the abatement diet and decreased when the sheep were fed BSG. CH4 intensity was most strongly associated with the archaeal genus Methanomicrobium, but did not associate strongly with any other Bacteria or Archaea, although Methanobrevibacter and Methanosphaera were correlated negatively (r = -0.97). CH4 intensity also did not covary with volatile fatty acids (VFAs), of which Acacia yielded the highest acetate (772 mmol/mol) and BSG the highest propionate (172 mmol/mol) concentration. The volatile fatty acids (VFAs) showed a strong correlation: a positive correlation between acetate and butyrate (r = 0.80) and a strong negative correlation between acetate and propionate (r = -0.92). These findings highlight the complex relationship between diet, rumen microbiota, and fermentation products, with implications for CH4 mitigation strategies in sheep.

本研究是埃塞俄比亚当地Menz品种绵羊体内甲烷(CH4)减排饲料研究的一部分,采用随机完全区组设计,为期90天。饲喂对照、金合欢(Acacia nilotica)、BSG (Brewer's Spent Grain)和紫茎草(Ziziphus spina-christi) 4种饲粮处理。本研究旨在探讨瘤胃微生物群落组成、多样性及其与CH4强度的关系。于第0天(SD_0)、第45天(SD_45)和第90天(SD_90)采用食管管收集瘤胃液。采用16S rRNA基因测序技术对细菌和古菌结构域进行动态分析。测序结果显示,92.9%的asv为细菌,0.05%为古细菌。在属水平上,Rikenellaceae RC9菌群(18%)、Prevotella菌群(17%)和Candidatus Saccharimonas菌群(8.9%)数量最多,而在所有处理组中,古细菌属以Methanobrevibacter菌群(88%)数量最多。处理饲料显著改变了微生物分布,显著降低了CH4减排饲粮中甲烷预防菌的丰度,增加了甲烷菌的存在。香农多样性在减氮日粮中增加,在饲粮中减少。CH4强度与古菌属methanomicroum相关性最强,与其他细菌或古菌相关性不强(r = -0.97),而Methanobrevibacter与Methanosphaera呈负相关(r = -0.97)。CH4强度也不随挥发性脂肪酸(VFAs)的变化而变化,其中金合欢的乙酸浓度最高(772 mmol/mol), BSG的丙酸浓度最高(172 mmol/mol)。挥发性脂肪酸(VFAs)呈强相关,乙酸与丁酸呈正相关(r = 0.80),乙酸与丙酸呈强负相关(r = -0.92)。这些发现强调了日粮、瘤胃微生物群和发酵产物之间的复杂关系,对绵羊的CH4缓解策略具有重要意义。
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引用次数: 0
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Frontiers in Microbiology
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