Podoviridae

杆状病毒科
  • 文章类型: Journal Article
    莫甘氏菌是一种产生组胺的细菌,会导致组胺中毒。在这项研究中,我们分离并鉴定了一种新的噬菌体,MopsHU1,感染精神病人。MopsHU1是宿主谱有限的podovirus。基因组分析表明,MopsHU1属于自拟病毒科,亚家族Studiervirinae,和Kayfunavirus属。比较分析表明,MopsHU1基因组与柠檬酸杆菌噬菌体SH3和Cronobacter噬菌体Dev2相似。此外,大肠杆菌噬菌体K1F基因组也相似,除了它的尾穗基因序列.这些结果扩展了我们对感染Morganellaspp的Kayfunavirus噬菌体的理解。注意:此处报告的核苷酸序列数据可在DDBJ/EMBL/GenBank数据库中以登录号LC799501获得。
    Morganella psychrotolerans is a histamine-producing bacterium that causes histamine poisoning. In this study, we isolated and characterized a novel phage, MopsHU1, that infects M. psychrotolerans. MopsHU1 is a podovirus with a limited host spectrum. Genomic analysis showed that MopsHU1 belongs to the family Autographiviridae, subfamily Studiervirinae, and genus Kayfunavirus. Comparative analysis revealed that the MopsHU1 genome is similar to those of Citrobacter phage SH3 and Cronobacter phage Dev2. Moreover, the Escherichia coli phage K1F genome is also similar, except for its tailspike gene sequence. These results expand our understanding of the Kayfunavirus phages that infect Morganella spp. Note: The nucleotide sequence data reported here are available in the DDBJ/EMBL/GenBank database under the accession number LC799501.
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  • 文章类型: Journal Article
    双层琼脂(DLA)覆盖噬斑测定是噬菌体计数的黄金标准。然而,它既麻烦又耗时。鉴于对噬菌体疗法的极大兴趣,我们探索了噬菌体定量的替代方法。共有16种不同的噬菌体属于Myoviridae,硅藻科,并对五种肺炎克雷伯菌进行了定量,八个铜绿假单胞菌,和三个鲍曼不动杆菌宿主分离株。用标准DLA测定(10mL的LB软琼脂0.7%,LB硬琼脂1.5%)和新的单层琼脂(SLA)测定(10mL的LB软琼脂0.7%)对噬菌体进行定量,其中噬菌体铺展(铺展)到软琼脂中或点样(斑点)到软琼脂上。每个测定的噬菌体浓度与标准测定相关,并计算每个测定与标准双层琼脂铺展之间的相对和绝对差异。用标准DLA测定的噬菌体浓度1×104-8.3×1012PFU/mL用SLA扩散定量,SLA点,和DLA斑点测定,中位数(范围)相对和绝对差异分别为<10%和<0.98log10PFU/mL,分别,对于所有噬菌体/细菌物种(方差分析P=0.1-0.43),两者呈高度相关(r>0.77,P<0.01)。此外,肺炎克雷伯菌噬菌体孵育4小时后,铜绿假单胞菌和鲍曼不动杆菌噬菌体孵育6小时后,可以在37°C下定量斑块,估计浓度在24小时内保持不变。与DLA测定相比,SLA斑点测定需要更少的培养基,快了10倍,并产生当天的结果。SLA斑点测定法更便宜,更快,更容易执行,并产生与标准DLA扩散测定相似的噬菌体浓度。
    Double-layer agar (DLA) overlay plaque assay is the gold standard for phage enumeration. However, it is cumbersome and time-consuming. Given the great interest in phage therapy, we explored alternative assays for phage quantitation. A total of 16 different phages belonging to Myoviridae, Siphoviridae, and Podoviridae families were quantitated with five K. pneumoniae, eight P. aeruginosa, and three A. baumannii host isolates. Phages were quantitated with the standard DLA assay (10 mL of LB soft agar 0.7% on LB hard agar 1.5%) and the new single-layer agar (SLA) assay (10 mL of LB soft agar 0.7%) with phages spread (spread) into or spotted (spot) onto soft agar. Phage concentrations with each assay were correlated with the standard assay, and the relative and absolute differences between each assay and the standard double-layer agar spread were calculated. Phage concentrations 1 × 104-8.3 x1012 PFU/mL with the standard DLA assay were quantitated with SLA-spread, SLA-spot, and DLA-spot assays, and the median (range) relative and absolute differences were <10% and <0.98 log10PFU/mL, respectively, for all phage/bacterial species (ANOVA P = 0.1-0.43), and they were highly correlated (r > 0.77, P < 0.01). Moreover, plaques could be quantified at 37°C after 4-h incubation for K. pneumoniae phages and 6-h incubation for P. aeruginosa and A. baumannii phages, and estimated concentrations remained the same over 24 hours. Compared to DLA assay, the SLA-spot assay required less media, it was 10 times faster, and generated same-day results. The SLA-spot assay was cheaper, faster, easier to perform, and generated similar phage concentrations as the standard DLA-spread assay.
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  • 文章类型: Journal Article
    群体感应(QS)协调许多细菌行为,包括毒力和生物膜的形成,跨细菌种群。然而,QS调节荚膜多糖(CPS)依赖性噬菌体-细菌相互作用的潜在机制尚不清楚。在这项研究中,我们报道QS上调CPS依赖性噬菌体受体的表达,从而增加溶藻弧菌的噬菌体吸附和感染率。我们发现QS上调了ugd基因的表达,导致溶藻弧菌中自拟病毒科噬菌体受体CPS合成增加。来自不同来源的弧菌释放的信号分子自诱导物2可能潜在地增强CPS依赖性噬菌体感染。因此,我们的数据表明抑制QS可能会减少,而不是改进,CPS特异性噬菌体的治疗效果。
    目的:噬菌体耐药性是噬菌体治疗的直接威胁,了解噬菌体与宿主的相互作用,尤其是细菌如何阻止噬菌体感染,对于开发成功的噬菌体疗法至关重要。在本研究中,我们首次证明溶藻弧菌使用群体感应(QS)通过上调ugd表达来促进荚膜多糖(CPS)特异性噬菌体感染,这是合成自拟病毒科噬菌体受体CPS所必需的。尽管增加的CPS特异性噬菌体敏感性是由QS介导的一种新的权衡,它导致毒力因子的上调,促进溶藻弧菌生物膜的发育和荚膜多糖的产生。这表明抑制QS可能会提高抗生素治疗的有效性,但它也可能降低噬菌体疗法的功效。
    Quorum sensing (QS) orchestrates many bacterial behaviors, including virulence and biofilm formation, across bacterial populations. Nevertheless, the underlying mechanism by which QS regulates capsular polysaccharide (CPS)-dependent phage-bacterium interactions remains unclear. In this study, we report that QS upregulates the expression of CPS-dependent phage receptors, thus increasing phage adsorption and infection rates in Vibrio alginolyticus. We found that QS upregulated the expression of the ugd gene, leading to increased synthesis of Autographiviridae phage receptor CPS synthesis in V. alginolyticus. The signal molecule autoinducer-2 released by Vibrio from different sources can potentially enhance CPS-dependent phage infections. Therefore, our data suggest that inhibiting QS may reduce, rather than improve, the therapeutic efficacy of CPS-specific phages.
    OBJECTIVE: Phage resistance is a direct threat to phage therapy, and understanding phage-host interactions, especially how bacteria block phage infection, is essential for developing successful phage therapy. In the present study, we demonstrate for the first time that Vibrio alginolyticus uses quorum sensing (QS) to promote capsular polysaccharide (CPS)-specific phage infection by upregulating ugd expression, which is necessary for the synthesis of Autographiviridae phage receptor CPS. Although increased CPS-specific phage susceptibility is a novel trade-off mediated by QS, it results in the upregulation of virulence factors, promoting biofilm development and enhanced capsular polysaccharide production in V. alginolyticus. This suggests that inhibiting QS may improve the effectiveness of antibiotic treatment, but it may also reduce the efficacy of phage therapy.
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  • 文章类型: Journal Article
    多药耐药病原体现在被认为是全球疾病和死亡的主要原因。因此,必须从微生物来源开发新的有效的生物活性化合物,如链霉菌。然而,由于噬菌体链霉菌污染,制药行业遭受了经济损失和低质量的最终产品。为了减少医疗行业中噬菌体诱导问题的可能性,开发一种寻找噬菌体抗性菌株的方法至关重要。因此,我们旨在分离和表征链霉菌属。和来自埃及各种根际土壤样品的链霉菌噬菌体,并研究其抗菌活性。此外,我们有针对性地开发了一种链霉菌噬菌体抗性菌株,以提取其活性代谢产物并进一步测试其抗菌活性。在这里,分离的58株链霉菌的抗菌活性表明,10株(17.2%)链霉菌分离株对测试细菌具有抗菌活性,包括单核细胞增生李斯特菌,大肠杆菌O157,鲍曼不动杆菌,耐甲氧西林万古霉素中间金黄色葡萄球菌(MRSA-VISA)和藤黄微球菌。使用最有效的S.abietis分离株作为宿主菌株,从根际土壤样品中获得了三种属于Siphoviridae和Podoviridae科的裂解噬菌体(φPRSC1,φPRSC2和φPRSC4)。三个分离的链霉菌噬菌体是热稳定的,紫外线稳定,传染性,并且对10个具有抗菌活性的测试链霉菌分离株具有广泛的宿主。φPRSC1和φPRSC4噬菌体的DNA对EcoRI和HindIII的消化具有抗性,但是φPRSC2的DNA对EcoRI的消化具有抗性,对HindIII的消化敏感。值得注意的是,我们开发了对三种分离的噬菌体具有抗性的S.abietis菌株,其抗菌活性是野生菌株的两倍。最后,端霉素被认为是一种抗菌代谢产物,提取自噬菌体抗性的贝贝蒂斯菌株,这是对测试的革兰氏阳性细菌,包括单核细胞增生李斯特菌,MRSA-VISA,还有M.Luteus.因此,我们的研究结果为研究现有和复发疾病的替代抗菌药物开辟了新的视野.
    Multidrug-resistant pathogens are now thought to be the primary global causes of disease and death. Therefore, it is imperative to develop new effective bioactive compounds from microbial sources, such as Streptomyces species. Nevertheless, the pharmaceutical industry suffered financial losses and low-quality end products as a result of Streptomyces bacteriophage contamination. To reduce the likelihood of phage-induced issues in the medical industry, it is crucial to develop a method for finding phage-resistant strains. Hence, we aimed to isolate and characterize Streptomyces spp. and Streptomyces phages from various rhizospheric soil samples in Egypt and to investigate their antibacterial activities. Moreover, we targeted development of a Streptomyces phage-resistant strain to extract its active metabolites and further testing its antibacterial activity. Herein, the antibacterial activities of the isolated 58 Streptomyces isolates showed that 10 (17.2 %) Streptomyces isolates had antibacterial activities against the tested bacteria including Listeria monocytogenes, E. coli O157, Acinetobacter baumannii, methicillin resistant-vancomycin-intermediate Staphylococcus aureus (MRSA-VISA) and Micrococcus luteus. Three lytic bacteriophages (ϕPRSC1, ϕPRSC2, and ϕPRSC4) belonging to the families Siphoviridae and Podoviridae were obtained from the rhizospheric soil samples using the most potent S. abietis isolate as the host strain. The three isolated Streptomyces phages were thermostable, ultraviolet stable, infectious, and had a wide range of hosts against the 10 tested Streptomyces isolates with antibacterial activities. The DNA of the ϕPRSC1 and ϕPRSC4 phages were resistant to digestion by EcoRI and HindIII, but the DNA of ϕPRSC2 was resistant to digestion by EcoRI and sensitive to digestion by HindIII. Of note, we developed a S. abietis strain resistant to the three isolated phages and its antibacterial activities were twice that of the wild strain. Finally, telomycin was recognized as an antibacterial metabolite extracted from phage-resistant S. abietis strain, which was potent against the tested Gram-positive bacteria including L. monocytogenes, MRSA-VISA, and M. luteus. Thus, our findings open new horizons for researching substitute antimicrobial medications for both existing and reemerging illnesses.
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  • 文章类型: Journal Article
    我们报告了一种对尾巴供体具有新型依赖性的卫星辅助噬菌体系统的发现。鲍曼不动杆菌卫星podovirusAci01-2-Phanie(简称Phanie)使用噬菌体phi29样DNA复制和包装模式。它的线性11,885bpdsDNA基因组带有171bp的反向末端重复序列(ITR)。Phanie与来自拟杆菌的噬菌体DU-PP-III和来自沙门氏菌的Astrithrvirus成员有关。一起,它们形成了一个新的噬菌体分支,在整个基因组中具有27%到30%的同一性。详细的3D蛋白质结构预测和质谱分析表明Phanie编码其衣壳结构基因和形成短尾所必需的基因。然而,我们的研究表明,Phanie病毒粒子是非传染性的,除非它们与无关噬菌体的收缩尾巴相关,Aci01-1,以产生嵌合肌病毒。Phanie与MyovirusAci01-1共感染后,由Phanie衣壳和Aci01-1收缩尾巴组成的杂合病毒颗粒与Phanie和Aci01-1颗粒组装在一起。重要信息卫星辅助噬菌体相互作用的报道很少,但可能还有更多未被发现。在这里,我们描述了一种新的卫星噬菌体依赖辅助噬菌体的模式。Phanie,像噬菌体phi29一样,通过蛋白质引发的机制复制其线性dsDNA,并将其保护在podovirus样颗粒中。然而,这些粒子是有缺陷的,需要从肌病毒辅助程序中获取尾巴以生产感染性病毒粒子。phi29样podovirus和辅助收缩尾巴之间嵌合体的形成揭示了非常不同的细菌病毒之间的意外关联。
    We report the discovery of a satellite-helper phage system with a novel type of dependence on a tail donor. The Acinetobacter baumannii satellite podovirus Aci01-2-Phanie (short name Phanie) uses a phage phi29-like DNA replication and packaging mode. Its linear 11,885 bp dsDNA genome bears 171 bp inverted terminal repeats (ITR). Phanie is related to phage DU-PP-III from Pectobacterium and to members of the Astrithrvirus from Salmonella enterica. Together, they form a new clade of phages with 27% to 30% identity over the whole genome. Detailed 3D protein structure prediction and mass spectrometry analyses demonstrate that Phanie encodes its capsid structural genes and genes necessary to form a short tail. However, our study reveals that Phanie virions are non-infectious unless they associate with the contractile tail of an unrelated phage, Aci01-1, to produce chimeric myoviruses. Following the coinfection of Phanie with myovirus Aci01-1, hybrid viral particles composed of Phanie capsids and Aci01-1 contractile tails are assembled together with Phanie and Aci01-1 particles.IMPORTANCEThere are few reported cases of satellite-helper phage interactions but many more may be yet undiscovered. Here we describe a new mode of satellite phage dependence on a helper phage. Phanie, like phage phi29, replicates its linear dsDNA by a protein primed-mechanism and protects it inside podovirus-like particles. However, these particles are defective, requiring the acquisition of the tail from a myovirus helper for production of infectious virions. The formation of chimeras between a phi29-like podovirus and a helper contractile tail reveals an unexpected association between very different bacterial viruses.
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  • 文章类型: Journal Article
    副溶血性弧菌是一种常见的食源性致病菌。随着抗生素的过度使用,越来越多的耐药菌株正在出现,这给公众健康带来了巨大的压力。在这项研究中,副溶血弧菌特异性噬菌体,VP41s3,分离为。头部长度,宽度,噬菌体的尾部长度为77.7nm,72.2nm,和17.5nm,分别。它在30-50°C的温度范围和4-11的pH范围内保持活性。噬菌体VP41s3的裂解曲线表明,在MOI为1000的噬菌体处理下,宿主细菌直到11h才生长,表明噬菌体具有良好的抑菌能力。将其添加到被副溶血性弧菌污染的贝类中(15°C,48h),24h时实验组细菌数量比对照组低2.11log10CFU/mL。基因组特征和系统发育分析表明,噬菌体VP41s3是Podoviridae家族的新成员。基因组包含50个开放阅读框(ORF),其中ORF19(胸苷激酶)是参与嘧啶补救途径的酶,这可能导致噬菌体进入宿主细胞后DNA合成效率加快。该研究不仅有助于噬菌体数据库的完善和有益噬菌体资源的开发,而且揭示了噬菌体VP41s3在食品卫生和安全方面的潜在应用。
    Vibrio parahaemolyticus is a common foodborne pathogenic bacterium. With the overuse of antibiotics, an increasing proportion of drug-resistant strains are emerging, which puts enormous pressure on public health. In this study, a V. parahaemolyticus-specific phage, VP41s3, was isolated. The head length, width, and tail length of the phage were 77.7 nm, 72.2 nm, and 17.5 nm, respectively. It remained active in the temperature range of 30-50°C and pH range of 4-11. The lytic curve of phage VP41s3 showed that the host bacteria did not grow until 11 h under phage treatment at MOI of 1000, indicating that the phage had good bacteriostatic ability. When it was added to shellfish contaminated with V. parahaemolyticus (15°C, 48 h), the number of bacteria in the experimental group was 2.11 log10 CFU/mL lower than that in the control group at 24 h. Furthermore, genomic characterization and phylogenetic analysis indicated that phage VP41s3 was a new member of the Podoviridae family. The genome contained 50 open reading frames (ORFs), in which the ORF19 (thymidine kinase) was an enzyme involved in the pyrimidine salvage pathway, which might lead to the accelerated DNA synthesis efficiency after phage entered into host cells. This study not only contributed to the improvement of phage database and the development of beneficial phage resources but also revealed the potential application of phage VP41s3 in food hygiene and safety.
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  • 文章类型: Journal Article
    如今,由于多重耐药菌株的出现,发现新的抗菌药物是必要的。本研究旨在分离和表征针对金黄色葡萄球菌的噬菌体。Huma和Simurgh菌株是分离并鉴定的两个podovirus形态噬菌体。Huma和Simurgh的基因组大小分别为16853和17245bp,分别为罗森布鲁姆病毒,G+C含量为29%。没有溶源性相关基因,在它们的基因组中也没有鉴定出毒力基因。它们仅对四种金黄色葡萄球菌菌株中的两种具有溶解性。它们还能够在体外抑制金黄色葡萄球菌8小时。两者均显示出快速吸附。Huma和Simurgh的潜伏期为80和60m,爆发大小为45和40PFU/ml,它们对HT-29细胞的细胞毒性非常低,为1.23%-1.79%,分别。因此,它们可以被认为是生物防治应用的潜在候选者。
    Nowadays finding the new antimicrobials is necessary due to the emerging of multidrug resistant strains. The present study aimed to isolate and characterize bacteriophages against S. aureus. Strains Huma and Simurgh were the two podovirus morphology phages which isolated and then characterized. Huma and Simurgh had a genome size of 16,853 and 17,245 bp, respectively and both were Rosenblumvirus with G + C content of 29%. No lysogeny-related genes, nor virulence genes were identified in their genomes. They were lytic only against two out of four S. aureus strains. They also were able to inhibit S. aureus for 8 h in-vitro. Both showed a rapid adsorption. Huma and Simurgh had the latent period of 80 and 60 m and the burst sizes of 45 and 40 PFU/ml and also, they showed very low cell toxicity of 1.23%-1.79% on HT-29 cells, respectively. Thus, they can be considered potential candidates for biocontrol applications.
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  • 文章类型: Journal Article
    多种致病类型或血清型限制了大肠杆菌病的治疗。此外,抗生素耐药性的上升提高了公众预防和控制致病性大肠杆菌的意识。噬菌体是治疗大肠杆菌病的可行技术,可替代抗生素。在这项研究中,PH444,一种相对广谱的专性裂解噬菌体,从从农场粪便样品和污水样品中分离的48个产生志贺毒素的大肠杆菌(STEC)噬菌体中筛选,以便进行全基因组分析,生物学特性,和牛奶中的细菌挑战实验。结果表明,PH444是T7样噬菌体,双链DNA为115,111bp,属于Kuravirus,在4至50°C的温度和3至11的pH范围内稳定。添加PH444后,牛奶中的细菌负荷可在1h内从3×103PFU/mL降至零。因此,证明PH444具有用于噬菌体生物防治的潜力。
    Multiple pathogenic types or serotypes restrict treatment for colibacillosis. In addition, rising antibiotic resistance has heightened public awareness to prevent and control pathogenic Escherichia coli. The bacteriophage is a viable technique to treat colibacillosis as an alternative to antibiotics. In this study, PH444, a relatively broad-spectrum obligate lytic phage, was screened from 48 Shiga toxin-producing Escherichia coli (STEC) phages isolated from farm manure samples and sewage samples in order to conduct genome-wide analysis, biological characterization, and a bacterial challenge experiment in milk. The results demonstrated that PH444 was a T7-like phage with a double-stranded DNA of 115,111 bp that belongs to the Kuravirus and was stable at temperatures between 4 and 50 °C and a pH range of 3 to 11. After adding PH444, the bacterial load in milk could be reduced from 3 × 103 PFU/ mL to zero within 1 h. In consideration of the biological properties of phage PH444, it was, therefore, demonstrated that PH444 has the potential to be used in phage biocontrol.
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  • 文章类型: Journal Article
    假单胞菌属。,如荧光假单胞菌基团,P.fragi,还有P.putida,是食品工业中主要的嗜冷腐败菌。噬菌体(噬菌体)是控制食物腐败和食物中毒细菌的有前途的工具;然而,关于噬菌体对食物腐败细菌如假单胞菌属有效的报道很少。在这项研究中,从鸡和土壤样品中分离出12个假单胞菌噬菌体。根据30°C和4°C下的宿主范围和裂解活性以及噬菌体的各种组合,选择噬菌体vB_PflP-PCS4和vB_PflP-PCW2来制备噬菌体混合物以控制假单胞菌属。由vB_PflP-PCS4和vB_PflP-PCW2组成的噬菌体混合物在30°C时显示出最强的裂解活性和荧光假单胞菌和恶臭假单胞菌的再生长延迟,8°C,和4°C,感染复数为100。基因组DNA的核苷酸序列分析表明,vB_PflP-PCS4和vB_PflP-PCW2噬菌体是Podoviridae家族的裂解噬菌体,缺乏tRNA,毒素,或者毒力基因.在噬菌体vB_PflP-PCS4的基因组DNA中发现了一个新的内溶素基因。这项研究的结果表明,由vB_PflP-PCS4和vB_PflP-PCW2组成的噬菌体混合物是在冷藏和分布过程中生物防治嗜冷食品腐败假单胞菌的有前途的工具。
    Pseudomonas spp., such as P. fluorescens group, P. fragi, and P. putida, are the major psychrophilic spoilage bacteria in the food industry. Bacteriophages (phages) are a promising tool for controlling food-spoilage and food-poisoning bacteria; however, there are few reports on phages effective on food-spoilage bacteria such as Pseudomonas spp. In this study, 12 Pseudomonas phages were isolated from chicken and soil samples. Based on the host range and lytic activity at 30 °C and 4 °C and various combinations of phages, phages vB_PflP-PCS4 and vB_PflP-PCW2 were selected to prepare phage cocktails to control Pseudomonas spp. The phage cocktail consisting of vB_PflP-PCS4 and vB_PflP-PCW2 showed the strongest lytic activity and retarded regrowth of P. fluorescens and P. putida at 30 °C, 8 °C, and 4 °C at a multiplicity of infection of 100. Nucleotide sequence analysis of the genomic DNA indicated that vB_PflP-PCS4 and vB_PflP-PCW2 phages were lytic phages of the Podoviridae family and lacked tRNA, toxin, or virulence genes. A novel endolysin gene was found in the genomic DNA of phage vB_PflP-PCS4. The results of this study suggest that the phage cocktail consisting of vB_PflP-PCS4 and vB_PflP-PCW2 is a promising tool for the biocontrol of psychrophilic food-spoilage pseudomonads during cold storage and distribution.
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  • 文章类型: Journal Article
    多药耐药细菌(MDR)感染变得越来越难以治疗,而噬菌体疗法等替代方法也变得越来越困难。它不受耐药性的阻碍,迫切需要解决MDR细菌感染。在噬菌体疗法期间,靶向不同受体的噬菌体混合物可能比单核细胞更有效。在本研究中,从恒河(U1G)中分离出针对碳青霉烯类耐药大肠杆菌U1007的噬菌体,库姆河(CR)和医院废水(M)。使用TEM识别的衣壳结构将噬菌体家族鉴定为U1G的Podoviridae,肌病毒科为CR,虹彩病毒科为M噬菌体。基因组测序显示,噬菌体基因组的大小U1G(73,275bp)CR(45,236bp)和M(45,294bp)不同。所有三个基因组都缺乏编码tRNA序列的基因,抗生素抗性或毒性基因。使用随机森林的基于机器学习(ML)的多类分类模型,Logistic回归,和决策树用于预测所有3种噬菌体的受体结合蛋白靶向的宿主受体和性能最佳的算法随机森林预测LPSO抗原,用于U1G的LamB或OmpC;FhuA,CR噬菌体的OmpC;和FhuA,LamB,M噬菌体的TonB或OmpF。通过生理实验证实OmpC是U1G的受体。斑马鱼的体内肌内感染研究表明,双噬菌体(U1GM)和柯西汀的混合物导致细胞计数显着下降3.5log。我们的研究强调了ML工具预测宿主受体的潜力,并证明了噬菌体混合物在体内限制大肠杆菌U1007的实用性。
    Infections by multidrug resistant bacteria (MDR) are becoming increasingly difficult to treat and alternative approaches like phage therapy, which is unhindered by drug resistance, are urgently needed to tackle MDR bacterial infections. During phage therapy phage cocktails targeting different receptors are likely to be more effective than monophages. In the present study, phages targeting carbapenem resistant clinical isolate of E. coli U1007 was isolated from Ganges River (U1G), Cooum River (CR) and Hospital waste water (M). Capsid architecture discerned using TEM identified the phage families as Podoviridae for U1G, Myoviridae for CR and Siphoviridae for M phage. Genome sequencing showed the phage genomes varied in size U1G (73,275 bp) CR (45,236 bp) and M (45,294 bp). All three genomes lacked genes encoding tRNA sequence, antibiotic resistant or virulent genes. A machine learning (ML) based multi-class classification model using Random Forest, Logistic Regression, and Decision Tree were employed to predict the host receptor targeted by receptor binding protein of all 3 phages and the best performing algorithm Random Forest predicted LPS O antigen, LamB or OmpC for U1G; FhuA, OmpC for CR phage; and FhuA, LamB, TonB or OmpF for the M phage. OmpC was validated as receptor for U1G by physiological experiments. In vivo intramuscular infection study in zebrafish showed that cocktail of dual phages (U1G + M) along with colsitin resulted in a significant 3.5 log decline in cell counts. Our study highlights the potential of ML tool to predict host receptor and proves the utility of phage cocktail to restrict E. coli U1007 in vivo.
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