knockout mutant

敲除突变体
  • 文章类型: Journal Article
    背景:细胞肽聚糖水解酶(PGH)的自溶是细菌中众所周知的现象。在食物发酵过程中,起子培养物的自溶可以发挥加速作用,正如许多关于奶酪成熟的研究所描述的那样。相比之下,对其他发酵中使用的发酵剂培养物的自溶知之甚少。葡萄球菌(S.)carnosus通常用于生香肠发酵,有助于硝酸盐减少和风味形成。在这项研究中,我们分析了菌株S.carnosusTMW2.146和S.carnosusTMW2.2525的PGHs对其自溶行为的影响。葡萄球菌主要自溶素(Atl),一种以N-乙酰胞壁酰-L-丙氨酸酰胺酶和氨基葡萄糖苷酶为活性位点的双功能酶,被认为是主要介导自溶的酶。
    结果:AtlC突变菌株与各自的野生型菌株相比,显示出生长受损且几乎没有自溶。光学显微镜和扫描电子显微镜显示,在细胞分裂过程中,突变体不再能够适当地相互分离,导致细胞簇的形成。与野生型的光滑细胞表面相比,突变体的表面显得粗糙,形态不规则。此外,酶谱图显示肉芽胞杆菌的八个裂解带,分子量在140到35kDa之间,是Atlc的加工中间体。注意到,发现了以前没有详细描述的附加带,并且条带模式随时间变化。有些乐队完全消失了,而其他人变得更强大或新形成。这表明AtlC随时间降解成较小的片段。对编码含有N-乙酰胞壁酰-L-丙氨酸酰胺酶结构域的蛋白的基因产生第二次敲除。尽管如此,与野生型相比,该突变体未检测到表型差异,这意味着肉芽胞杆菌的自溶活性是由AtlC介导的。
    结论:在这项研究中,产生了两个粘菌的敲除突变体。与野生型相比,atlC突变体显示出明显改变的表型,揭示AtlC是葡萄球菌自溶的关键因素。此外,我们发现Atl被降解成更小的碎片,它们仍然具有细胞壁溶解活性。
    BACKGROUND: Autolysis by cellular peptidoglycan hydrolases (PGH) is a well-known phenomenon in bacteria. During food fermentation, autolysis of starter cultures can exert an accelerating effect, as described in many studies on cheese ripening. In contrast, very little is known about autolysis of starter cultures used in other fermentations. Staphylococcus (S.) carnosus is often used in raw sausage fermentations, contributing to nitrate reduction and flavor formation. In this study, we analyzed the influence of PGHs of the strains S. carnosus TMW 2.146 and S. carnosus TMW 2.2525 on their autolytic behavior. The staphylococcal major autolysin (Atl), a bifunctional enzyme with an N-acetylmuramoyl-L-alanine amidase and a glucosaminidase as an active site, is assumed to be the enzyme by which autolysis is mainly mediated.
    RESULTS: AtlC mutant strains showed impaired growth and almost no autolysis compared to their respective wild-type strains. Light microscopy and scanning electron microscopy showed that the mutants could no longer appropriately separate from each other during cell division, resulting in the formation of cell clusters. The surface of the mutants appeared rough with an irregular morphology compared to the smooth cell surfaces of the wild-types. Moreover, zymograms showed that eight lytic bands of S. carnosus, with a molecular mass between 140 and 35 kDa, are processed intermediates of AtlC. It was noticed that additional bands were found that had not been described in detail before and that the banding pattern changes over time. Some bands disappear entirely, while others become stronger or are newly formed. This suggests that AtlC is degraded into smaller fragments over time. A second knockout was generated for the gene encoding a N-acetylmuramoyl-L-alanine amidase domain-containing protein. Still, no phenotypic differences could be detected in this mutant compared to the wild-type, implying that the autolytic activity of S. carnosus is mediated by AtlC.
    CONCLUSIONS: In this study, two knockout mutants of S. carnosus were generated. The atlC mutant showed a significantly altered phenotype compared to the wild-type, revealing AtlC as a key factor in staphylococcal autolysis. Furthermore, we show that Atl is degraded into smaller fragments, which are still cell wall lytic active.
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  • 文章类型: Journal Article
    水稻黄斑驳病毒(RYMV)是非洲最具破坏性的水稻疾病之一。RYMV的管理具有挑战性。遗传抗性提供了最有效和环境友好的控制。在非洲水稻(Oryzaglaberrima)中已鉴定出隐性抗性基因座rymv2(OsCPR5.1),然而,渗入水稻。由于跨越障碍,粳稻和in稻仍然具有挑战性。这里,我们评估了两个水稻核孔蛋白旁系同源物OsCPR5.1(RYMV2)和OsCPR5.2的CRISPR/Cas9基因组编辑是否可用于将RYMV抗性引入粳稻品种Kitaake。两种旁系同源物都被证明可以补充拟南芥atcpr5突变体的缺陷,表示部分冗余。尽管两个旁系同源物之间具有惊人的顺序和结构相似性,只有osppr5.1功能丧失突变体是完全抗性的,而功能丧失的osphr5.2突变体仍然易感,暗示OsCPR5.1在RYMV易感性中起特定作用。值得注意的是,在OsCPR5.1的N末端结构域(预测为非结构化)中具有短框内缺失或替换的编辑品系对RYMV高度敏感。与单个拟南芥AtCPR5基因的突变相反,导致植物严重矮化,osppr5.1和osppr5.2单和双敲除突变体既没有显示实质性的生长缺陷,也没有症状指示病变模拟表型,可能反映功能分化。OsCPR5.1的具体编辑,在保持OsCPR5.2活性的同时,提供了一种有希望的策略,用于在优良的水稻品系中产生RYMV抗性,以及与其他RYMV抗性基因或其他性状的有效堆叠。
    Rice yellow mottle virus (RYMV) causes one of the most devastating rice diseases in Africa. Management of RYMV is challenging. Genetic resistance provides the most effective and environment-friendly control. The recessive resistance locus rymv2 (OsCPR5.1) had been identified in African rice (Oryza glaberrima), however, introgression into Oryza sativa ssp. japonica and indica remains challenging due to crossing barriers. Here, we evaluated whether CRISPR/Cas9 genome editing of the two rice nucleoporin paralogs OsCPR5.1 (RYMV2) and OsCPR5.2 can be used to introduce RYMV resistance into the japonica variety Kitaake. Both paralogs had been shown to complement the defects of the Arabidopsis atcpr5 mutant, indicating partial redundancy. Despite striking sequence and structural similarities between the two paralogs, only oscpr5.1 loss-of-function mutants were fully resistant, while loss-of-function oscpr5.2 mutants remained susceptible, intimating that OsCPR5.1 plays a specific role in RYMV susceptibility. Notably, edited lines with short in-frame deletions or replacements in the N-terminal domain (predicted to be unstructured) of OsCPR5.1 were hypersusceptible to RYMV. In contrast to mutations in the single Arabidopsis AtCPR5 gene, which caused severely dwarfed plants, oscpr5.1 and oscpr5.2 single and double knockout mutants showed neither substantial growth defects nor symptoms indicative lesion mimic phenotypes, possibly reflecting functional differentiation. The specific editing of OsCPR5.1, while maintaining OsCPR5.2 activity, provides a promising strategy for generating RYMV-resistance in elite Oryza sativa lines as well as for effective stacking with other RYMV resistance genes or other traits.
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  • 文章类型: Journal Article
    诺卡氏菌是鱼类诺卡氏菌病的主要病原体。在我们之前的研究中,丙氨酸脱氢酶被鉴定为N.seriolae的潜在毒力因子。根据这一事实,在这项研究中,敲除了N.seriolae(NsAld)的丙氨酸脱氢酶基因,以建立菌株ΔNsAld,用于开发针对鱼类诺卡心病的疫苗。ΔNsAld菌株的LD50为3.90×105CFU/鱼,显著高于野生品系(5.28×104CFU/鱼)(p<0.05)。当ΔNsAld菌株用作活疫苗时,以2.47×105CFU/鱼为腹腔注射免疫杂种蛇头(Channamaculata‰×Channaargus‰),非特异性免疫指标(LZM,CAT,AKP,ACP和SOD活性),特异性抗体(IgM)滴度和几个免疫相关基因(CD4,CD8α,IL-1β,MHCIα,MHCIIα和TNFα)在不同组织中上调,表明该疫苗可以诱导体液和细胞介导的免疫反应。此外,在野生N.seriolae攻击后,ΔNsAld疫苗的相对存活率(RPS)计算为76.48%。所有这些结果表明,菌株ΔNsAld可能是开发活疫苗以控制水产养殖中的鱼类诺卡尼病的潜在候选者。
    Nocardia seriolae is the main pathogen of fish nocardiosis. In our previous study, alanine dehydrogenase was identified as a potential virulence factor of N. seriolae. On the basis of this fact, the alanine dehydrogenase gene of N. seriolae (NsAld) was knocked out to establish the strain ΔNsAld for vaccine development against fish nocardiosis in this study. The LD50 of strain ΔNsAld was 3.90 × 105 CFU/fish, higher than that of wild strain (5.28 × 104 CFU/fish) significantly (p < 0.05). When the strain ΔNsAld was used as a live vaccine to immunize hybrid snakehead (Channa maculata ♀ × Channa argus ♂) at 2.47 × 105 CFU/fish by intraperitoneal injection, the non-specific immune indexes (LZM, CAT, AKP, ACP and SOD activities), specific antibody (IgM) titers and several immune-related genes (CD4, CD8α, IL-1β, MHCIα, MHCIIα and TNFα) were up-regulated in different tissues, indicating that this vaccine could induce humoral and cell-mediated immune responses. Furthermore, the relative percentage survival (RPS) of ΔNsAld vaccine was calculated as 76.48% after wild N. seriolae challenge. All these results suggest that the strain ΔNsAld could be a potential candidate for live vaccine development to control fish nocardiosis in aquaculture.
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  • 文章类型: Journal Article
    染色体成真菌病(CBM)是由来自不同属的几种毛质真菌引起的疾病,Fonsecaea是最常见的临床分离。最近已经描述了遗传转化方法;然而,对于这些真菌,几乎没有报道用于基因功能研究的分子工具。在这项工作中,我们证明了通过使用两种方法可以实现Fonsecaeapedrosoi的基因缺失和通过同源重组产生空突变体:使用双联PCR进行盒构建,然后通过生物射弹转化传递分裂标记。通过计算机模拟分析,我们确定F.pedrosoi提供了色氨酸(trp)生物合成所需的完整酶装置。编码色氨酸合酶trpB的基因被破坏,该基因将分支酸转化为trp。ΔtrpB营养缺陷型突变体可以在外部trp供应下生长,但是发芽,分生孢子的生存能力,与野生型和重组菌株相比,径向生长是有缺陷的。还证明了5-FAA用于选择trp-表型和用于反选择携带trp基因的菌株的用途。基因功能研究的分子工具,与基因组数据库中的遗传信息相结合,大大提高了我们对CBM病原体的生物学和致病性的理解。
    Chromoblastomycosis (CBM) is a disease caused by several dematiaceous fungi from different genera, and Fonsecaea is the most common which has been clinically isolated. Genetic transformation methods have recently been described; however, molecular tools for the functional study of genes have been scarcely reported for those fungi. In this work, we demonstrated that gene deletion and generation of the null mutant by homologous recombination are achievable for Fonsecaea pedrosoi by the use of two approaches: use of double-joint PCR for cassette construction, followed by delivery of the split-marker by biolistic transformation. Through in silico analyses, we identified that F. pedrosoi presents the complete enzymatic apparatus required for tryptophan (trp) biosynthesis. The gene encoding a tryptophan synthase trpB -which converts chorismate to trp-was disrupted. The ΔtrpB auxotrophic mutant can grow with external trp supply, but germination, viability of conidia, and radial growth are defective compared to the wild-type and reconstituted strains. The use of 5-FAA for selection of trp- phenotypes and for counter-selection of strains carrying the trp gene was also demonstrated. The molecular tools for the functional study of genes, allied to the genetic information from genomic databases, significantly boost our understanding of the biology and pathogenicity of CBM causative agents.
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  • 文章类型: Journal Article
    L-2-halocid dehalogenases (L-2-HADs) have been mainly characterized from terrestrial polluted environments. By contrast, knowledge is still scarce about their role in detoxification of predominant halocarbons in marine environments. Here, phylogenetic analyses showed a wide diversity of homologous L-2-HADs, especially among those belonging to marine bacteria. Previously characterized terrestrial L-2-HADs were part of a monophyletic group (named group A) including proteins of terrestrial and marine origin. Another branch (named group B) contained mostly marine L-2-HADs, with two distinct clades of Bacteroidetes homologs, closely linked to Proteobacteria ones. This study further focused on the characterization of the only L-2-HAD from the flavobacterium Zobellia galactanivorans DsijT (ZgHAD), belonging to one of these Group B clades. The recombinant ZgHAD was shown to dehalogenate bromo- and iodoacetic acids, and gene knockout in Z. galactanivorans revealed a direct role of ZgHAD in tolerance against both haloacetic acids. Analyses of metagenomic and metatranscriptomic datasets confirmed that L-2-HADs from group A were well-represented in terrestrial and marine bacteria, whereas ZgHAD homologs (group B L-2-HADs) were mainly present in marine bacteria, and particularly in host-associated species. Our results suggest that ZgHAD homologs could be key enzymes for marine Bacteroidetes, by conferring selective advantage for the recycling of toxic halogen compounds produced in particular marine habitats, and especially during interactions with macroalgae.
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  • 文章类型: Journal Article
    帕米霉素,最初在白链霉菌中发现的一组聚酮化合物,诱导链霉菌中的孢子形成并抑制革兰氏阳性细菌的生长,结核分枝杆菌和真菌。帕马霉素生物合成基因簇编码6种酮合酶,这些酮合酶利用各种三碳至五碳CoA硫酯作为起始和延伸单元。生产中的这种混杂性导致发酵过程中多达18种不同的衍生物。为了更有选择性的生产和简化的纯化,我们的目的是修改前体供应,以缩小产生的衍生物的范围。八个基因可能负责供应两个主要前体,2-S-甲基丙二酰辅酶A和2-S-乙基丙二酰辅酶A,使用针对异源宿主S.albusJ1074的基因组的NCBI基本局部比对搜索工具(BLAST)鉴定。构建了鉴定基因的敲除突变体,并确定了它们对细胞内CoA酯浓度和帕莫霉素生产的影响。所产生的突变体使我们能够最终确定乙基丙二酰-CoA供应途径及其对帕马霉素生产的影响。此外,我们获得了有关白链霉菌中甲基丙二酰辅酶A供应来源的重要信息。
    Pamamycins, a group of polyketides originally discovered in Streptomyces alboniger, induce sporulation in Streptomyces and inhibit the growth of Gram-positive bacteria, Mycobacterium tuberculosis and fungi. The pamamycin biosynthetic gene cluster encodes 6 ketosynthases that utilize a variety of three-carbon to five-carbon CoA thioesters as starter and extender units. This promiscuity in production results in an up to 18 different derivatives during fermentation. For more-selective production and simplified purification, we aimed to modify the precursor supply to narrow the spectrum of the produced derivatives. Eight genes potentially responsible for the supply of two major precursors, 2-S-methylmalonyl-CoA and 2-S-ethylmalonyl-CoA, were identified using the NCBI Basic Local Alignment Search Tool (BLAST) against the genome of the heterologous host S. albus J1074. Knockout mutants of the identified genes were constructed and their impact on intracellular CoA ester concentrations and on the production of pamamycins was determined. The created mutants enabled us to conclusively identify the ethylmalonyl-CoA supplying routes and their impact on the production of pamamycin. Furthermore, we gained significant information on the origin of the methylmalonyl-CoA supply in Streptomyces albus.
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  • 文章类型: Journal Article
    指状青霉是地中海气候条件下柑橘类水果采后的主要真菌病原菌。乙烯在杜鹃花-柑橘果实相互作用中的作用尚不清楚且存在争议。我们分析了洋地黄的2-酮戊二酸依赖性乙烯形成酶(EFE)编码基因(efeA)对真菌致病性的影响。P.digitumefeA的表达与PDA培养基上生长过程中乙烯的产生平行,在孢子形成期间达到最高水平。我们在洋地黄毒株Pd1中产生了ΔefeA敲除突变体。与亲本菌株相比,这些突变体在菌丝体生长或孢子形成方面没有明显缺陷。然而,敲除突变体在体外不产生乙烯。柑橘致病性测定显示亲本和ΔefeA敲除突变株之间的毒力没有差异,尽管敲除突变体在整个感染过程中缺乏乙烯生产。该结果表明乙烯在洋地黄致病中不起作用。我们的结果清楚地表明,EFE介导的乙烯合成是柑橘采后病原体P.digitatum在PDA培养基上的体外生长和感染过程中的主要乙烯合成途径。并且这种激素对于在柑橘类水果中建立指状假单胞菌感染不是必需的。然而,我们的研究结果还表明,洋地黄在果实表面孢子形成过程中产生的乙烯可能会影响继发真菌感染的发展。
    Penicillium digitatum is the main fungal postharvest pathogen of citrus fruit under Mediterranean climate conditions. The role of ethylene in the P. digitatum-citrus fruit interaction is unclear and controversial. We analyzed the involvement of the 2-oxoglutarate-dependent ethylene-forming enzyme (EFE)-encoding gene (efeA) of P. digitatum on the pathogenicity of the fungus. The expression of P. digitatumefeA parallels ethylene production during growth on PDA medium, with maximum levels reached during sporulation. We generated ΔefeA knockout mutants in P. digitatum strain Pd1. These mutants showed no significant defect on mycelial growth or sporulation compared to the parental strain. However, the knockout mutants did not produce ethylene in vitro. Citrus pathogenicity assays showed no differences in virulence between the parental and ΔefeA knockout mutant strains, despite a lack of ethylene production by the knockout mutant throughout the infection process. This result suggests that ethylene plays no role in P. digitatum pathogenicity. Our results clearly show that EFE-mediated ethylene synthesis is the major ethylene synthesis pathway in the citrus postharvest pathogen P. digitatum during both in vitro growth on PDA medium and the infection process, and that this hormone is not necessary for establishing P. digitatum infection in citrus fruit. However, our results also indicate that ethylene produced by P. digitatum during sporulation on the fruit surface may influence the development of secondary fungal infections.
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  • 文章类型: Journal Article
    谷胱甘肽-S-转移酶蛋白(GST)的MAPEG2亚家族在体内研究甚少,即使在诸如蓝细菌之类的原核生物中,也被认为具有依赖谷胱甘肽的酶来保护自己免受通常由其强大的光合作用产生的活性氧(ROS)的侵害。我们报告了模型蓝细菌集胞藻PCC6803中蓝细菌MAPEG2样蛋白(Sll1147)的首次体内分析。虽然Sll1147在标准光自养条件下对细胞生长是可有可无的,它在耐热和耐冷方面起着重要作用,和诱导脂质过氧化的正叔丁基过氧化氢(n-tBOOH)。这些发现表明Sll1147可能参与膜的流动性,这对光合作用至关重要。测试它对这些压力的敏感性,缺乏Sll1147的Δsll1147突变体受到热挑战,冷,或n-tBOOH经历过氧化脂质的瞬时积累,然后是还原型和氧化型谷胱甘肽。这些结果是受欢迎的,因为人们对蓝细菌用来应对热和冷的信号和/或保护机制知之甚少。两个不可避免的环境压力限制了它们的增长,从而为我们的食物链生产生物质和生物技术上有趣的化学物质。同样有趣的是,耐热性降低,通过表达适应蓝细菌密码子使用的合成MAPEG2编码人类基因,可以将Δslll1147突变体的冷和n-tBOOH恢复到正常(野生型)水平。这些合成的hmGST2和hmGST3基因也能够增加大肠杆菌对热和n-tBOOH的耐受性。总的来说,这些发现表明MAPEG2蛋白的活性是保守的,至少在某种程度上,在从(氰基)细菌进化到人类的过程中。
    The MAPEG2 sub-family of glutathione-S-transferase proteins (GST) has been poorly investigated in vivo, even in prokaryotes such as cyanobacteria the organisms that are regarded as having developed glutathione-dependent enzymes to protect themselves against the reactive oxygen species (ROS) often produced by their powerful photosynthesis. We report the first in vivo analysis of a cyanobacterial MAPEG2-like protein (Sll1147) in the model cyanobacterium Synechocystis PCC 6803. While Sll1147 is dispensable to cell growth in standard photo-autotrophic conditions, it plays an important role in the resistance to heat and cold, and to n-tertbutyl hydroperoxide (n-tBOOH) that induces lipid peroxidation. These findings suggest that Sll1147 could be involved in membrane fluidity, which is critical for photosynthesis. Attesting its sensitivity to these stresses, the Δsll1147 mutant lacking Sll1147 challenged by heat, cold, or n-tBOOH undergoes transient accumulation of peroxidized lipids and then of reduced and oxidized glutathione. These results are welcome because little is known concerning the signaling and/or protection mechanisms used by cyanobacteria to cope with heat and cold, two inevitable environmental stresses that limit their growth, and thus their production of biomass for our food chain and of biotechnologically interesting chemicals. Also interestingly, the decreased resistance to heat, cold and n-tBOOH of the Δsll1147 mutant could be rescued back to normal (wild-type) levels upon the expression of synthetic MAPEG2-encoding human genes adapted to the cyanobacterial codon usage. These synthetic hmGST2 and hmGST3 genes were also able to increase the Escherichia coli tolerance to heat and n-tBOOH. Collectively, these finding indicate that the activity of the MAPEG2 proteins have been conserved, at least in part, during evolution from (cyano)bacteria to human.
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  • 文章类型: Journal Article
    The effect of central metabolic activity of Escherichia coli cells acting as biocatalysts on the performance of microbial fuel cells (MFCs) was studied with glucose used as the energy source. Milliliter-scale two-chambered MFCs were used with 2-hydroxy-1,4-naphthoquinone (HNQ) as an electron mediator. Among the single-gene deletions examined, frdA, pdhR, ldhA, and adhE increased the average power output of the constructed MFC. Next, multiple-gene knockout mutants were constructed using P1 transduction. The Δ5 (ΔfrdAΔpdhRΔldhAΔadhEΔpta) strain showed the highest ave. power output (1.82 mW) and coulombic efficiency (21.3%). Our results show that the combination of multiple-gene knockout in E. coli cells leads to the development of an excellent catalyst for MFCs. Finally, preventing a decrease in the pH of the anodic solution was a key factor for improving the power output of the Δ5 strain, and a maximum ave. power output of 2.21 mW was achieved with 5% NaHCO3 in the buffer. The ave. power density of the constructed MFC was 0.27 mW/cm3, which is comparable to an enzymatic fuel cell of a Milliliter-scale using glucose dehydrogenase.
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  • 文章类型: Journal Article
    Persisters包含一组具有多药耐受性的表型异质性代谢静止细菌,并有助于慢性感染的顽抗。尽管最近的工作表明,毒素-抗毒素(TA)系统HipAB依赖于严格的反应效应子(p)ppGppin持久性形成,其他坚持途径是否也依赖于严格的反应尚未探索。在这里,我们检查了(p)ppGpp与15个常见的持久性基因(dnaK,clpB,rpos,pspF,tnaA,sucB,ssrA,SMPB,recA,umuD,uvra,hipa,mqsR,relie,dinJ)使用大肠杆菌作为模型。通过比较野生型及其单基因敲除和双敲除突变体与relA的坚持水平,我们将它们的相互作用分为五种类型,即A“依赖”(dnaK,recA),B“正强化”(rpos,pspF,ssrA,recA),C“拮抗”(clpB,sucB,umuD,uvra,hipa,mqsR,relie,dinJ),D“上位”(clpB,rpos,tnaA,ssrA,SMPB,hipA),和E“不相关”(dnaK,clpB,rpos,tnaA,sucB,SMPB,umuD,uvra,hipa,mqsR,relie,dinJ).我们发现持久性基因相互作用与细菌培养年龄密切相关,细胞浓度(稀释与未稀释培养),和药物分类,相同的基因可能属于不同的抗生素组,培养年龄或细胞浓度。一起,这项研究是首次尝试系统地描述不同持久性机制之间的复杂关系,因此在持久性基因网络相互作用的水平上为持久性现象的复杂性提供了新的见解。
    Persisters comprise a group of phenotypically heterogeneous metabolically quiescent bacteria with multidrug tolerance and contribute to the recalcitrance of chronic infections. Although recent work has shown that toxin-antitoxin (TA) system HipAB depends on stringent response effector (p)ppGppin persister formation, whether other persister pathways are also dependent on stringent response has not been explored. Here we examined the relationship of (p)ppGpp with 15 common persister genes (dnaK, clpB, rpoS, pspF, tnaA, sucB, ssrA, smpB, recA, umuD, uvrA, hipA, mqsR, relE, dinJ) using Escherichia coli as a model. By comparing the persister levels of wild type with their single gene knockout and double knockout mutants with relA, we divided their interactions into five types, namely A \"dependent\" (dnaK, recA), B \"positive reinforcement\" (rpoS, pspF, ssrA, recA), C \"antagonistic\" (clpB, sucB, umuD, uvrA, hipA, mqsR, relE, dinJ), D \"epistasis\" (clpB, rpoS, tnaA, ssrA, smpB, hipA), and E \"irrelevant\" (dnaK, clpB, rpoS, tnaA, sucB, smpB, umuD, uvrA, hipA, mqsR, relE, dinJ). We found that the persister gene interactions are intimately dependent on bacterial culture age, cell concentrations (diluted versus undiluted culture), and drug classifications, where the same gene may belong to different groups with varying antibiotics, culture age or cell concentrations. Together, this study represents the first attempt to systematically characterize the intricate relationships among the different mechanisms of persistence and as such provide new insights into the complexity of the persistence phenomenon at the level of persister gene network interactions.
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