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A ribosomal operon database and MegaBLAST settings for strain-level resolution of microbiomes. 核糖体操纵子数据库和微生物组菌株水平分辨率的MegaBLAST设置。
Pub Date : 2022-01-01 DOI: 10.1093/femsmc/xtac002
Lee J Kerkhof, Pierce A Roth, Samir V Deshpande, R Cory Bernhards, Alvin T Liem, Jessica M Hill, Max M Häggblom, Nicole S Webster, Olufunmilola Ibironke, Seda Mirzoyan, James J Polashock, Raymond F Sullivan

Current methods to characterize microbial communities generally employ sequencing of the 16S rRNA gene (<500 bp) with high accuracy (∼99%) but limited phylogenetic resolution. However, long-read sequencing now allows for the profiling of near-full-length ribosomal operons (16S-ITS-23S rRNA genes) on platforms such as the Oxford Nanopore MinION. Here, we describe an rRNA operon database with >300 ,000 entries, representing >10 ,000 prokaryotic species and ∼ 150, 000 strains. Additionally, BLAST parameters were identified for strain-level resolution using in silico mutated, mock rRNA operon sequences (70-95% identity) from four bacterial phyla and two members of the Euryarchaeota, mimicking MinION reads. MegaBLAST settings were determined that required <3 s per read on a Mac Mini with strain-level resolution for sequences with >84% identity. These settings were tested on rRNA operon libraries from the human respiratory tract, farm/forest soils and marine sponges ( n = 1, 322, 818 reads for all sample sets). Most rRNA operon reads in this data set yielded best BLAST hits (95 ± 8%). However, only 38-82% of library reads were compatible with strain-level resolution, reflecting the dominance of human/biomedical-associated prokaryotic entries in the database. Since the MinION and the Mac Mini are both portable, this study demonstrates the possibility of rapid strain-level microbiome analysis in the field.

目前表征微生物群落的方法通常采用16S rRNA基因测序(30万个条目,代表了>1万个原核物种和~ 15万个菌株)。此外,利用来自4个细菌门和2个Euryarchaeota成员的硅突变的模拟rRNA操纵子序列(70-95%的一致性),模拟MinION reads,确定BLAST参数以达到菌株水平的分辨率。确定MegaBLAST设置需要84%的标识。这些设置在来自人类呼吸道、农场/森林土壤和海洋海绵的rRNA操纵子文库上进行了测试(所有样本集的n = 1,322,818个读数)。在这个数据集中,大多数rRNA操纵子读取产生了最好的BLAST命中率(95±8%)。然而,只有38-82%的文库读数与菌株水平分辨率兼容,反映了数据库中与人类/生物医学相关的原核生物条目的优势。由于MinION和Mac Mini都是便携式的,本研究证明了在现场进行快速菌株水平微生物组分析的可能性。
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引用次数: 1
Bacterial-viral interactions: a factor that facilitates transmission heterogeneities. 细菌-病毒相互作用:促进传播异质性的因素。
Pub Date : 2022-01-01 DOI: 10.1093/femsmc/xtac018
Richard A Stein, Emilia Claire Bianchini

The transmission of infectious diseases is characterized by heterogeneities that are shaped by the host, the pathogen, and the environment. Extreme forms of these heterogeneities are called super-spreading events. Transmission heterogeneities are usually identified retrospectively, but their contribution to the dynamics of outbreaks makes the ability to predict them valuable for science, medicine, and public health. Previous studies identified several factors that facilitate super-spreading; one of them is the interaction between bacteria and viruses within a host. The heightened dispersal of bacteria colonizing the nasal cavity during an upper respiratory viral infection, and the increased shedding of HIV-1 from the urogenital tract during a sexually transmitted bacterial infection, are among the most extensively studied examples of transmission heterogeneities that result from bacterial-viral interactions. Interrogating these transmission heterogeneities, and elucidating the underlying cellular and molecular mechanisms, are part of much-needed efforts to guide public health interventions, in areas that range from predicting or controlling the population transmission of respiratory pathogens, to limiting the spread of sexually transmitted infections, and tailoring vaccination initiatives with live attenuated vaccines.

传染病传播的特点是由宿主、病原体和环境形成的异质性。这些异质性的极端形式被称为超级扩散事件。传播异质性通常是回顾性确定的,但它们对疫情动态的贡献使得预测它们的能力对科学、医学和公共卫生很有价值。先前的研究发现了几个促进超级传播的因素;其中之一是宿主内细菌和病毒之间的相互作用。在上呼吸道病毒感染期间,细菌在鼻腔内的扩散加剧,以及在性传播细菌感染期间,HIV-1从泌尿生殖道的脱落增加,是细菌-病毒相互作用导致的传播异质性的最广泛研究的例子之一。调查这些传播异质性,阐明潜在的细胞和分子机制,是指导公共卫生干预的急需工作的一部分,这些领域包括预测或控制呼吸道病原体的人群传播,限制性传播感染的传播,以及使用减毒活疫苗定制疫苗接种计划。
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引用次数: 2
Candidatus Nitrosopolaris, a genus of putative ammonia-oxidizing archaea with a polar/alpine distribution. nitropolaris,一个推测的氨氧化古菌属,分布于极地/高山。
Pub Date : 2022-01-01 DOI: 10.1093/femsmc/xtac019
Igor S Pessi, Aino Rutanen, Jenni Hultman

Ammonia-oxidizing archaea (AOA) are key players in the nitrogen cycle of polar soils. Here, we analyzed metagenomic data from tundra soils in Rásttigáisá, Norway, and recovered four metagenome-assembled genomes (MAGs) assigned to the genus 'UBA10452', an uncultured lineage of putative AOA in the order Nitrososphaerales ('terrestrial group I.1b'), phylum Thaumarchaeota. Analysis of other eight previously reported MAGs and publicly available amplicon sequencing data revealed that the UBA10452 lineage is predominantly found in acidic polar and alpine soils. In particular, UBA10452 MAGs were more abundant in highly oligotrophic environments such as mineral permafrost than in more nutrient-rich, vegetated tundra soils. UBA10452 MAGs harbour multiple copies of genes related to cold tolerance, particularly genes involved in DNA replication and repair. Based on the phylogenetic, biogeographic, and ecological characteristics of 12 UBA10452 MAGs, which include a high-quality MAG (90.8% complete, 3.9% redundant) with a nearly complete 16S rRNA gene, we propose a novel Candidatus genus, Ca. Nitrosopolaris, with four species representing clear biogeographic/habitat clusters.

氨氧化古菌(AOA)是极地土壤氮循环的重要参与者。在这里,我们分析了来自挪威Rásttigáisá冻土带土壤的宏基因组数据,并恢复了4个宏基因组组装基因组(MAGs),它们被分配到“UBA10452”属,这是一个未经培养的亚硝酸藻目AOA谱系(“陆生类群I.1b”),Thaumarchaeota门。对其他8个先前报道的mag和公开的扩增子测序数据的分析显示,UBA10452谱系主要存在于酸性极地和高山土壤中。特别是,UBA10452 mag在矿物永久冻土等高度贫营养环境中比在营养丰富的植被苔原土壤中更丰富。UBA10452 mag含有多个与耐寒性相关的基因拷贝,特别是涉及DNA复制和修复的基因。基于12个UBA10452 MAG的系统发育、生物地理和生态特征,包括一个高质量MAG(90.8%完整,3.9%冗余)和一个接近完整的16S rRNA基因,我们提出了一个新的Candidatus属Ca. Nitrosopolaris,其中4个物种具有明确的生物地理/生境集群。
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引用次数: 7
Interactions of the bacteriome, virome, and immune system in the nose. 鼻内细菌、病毒和免疫系统的相互作用。
Pub Date : 2022-01-01 DOI: 10.1093/femsmc/xtac020
Matthew Flynn, Zinnia Lyall, Gwendolyn Shepherd, Osher Ngo Yung Lee, Ioannou Marianna Da Fonseca, Yijia Dong, Stuart Chalmers, Jamie Hare, Jack Thomson, Freya Millar

Emerging evidence suggests that the nasal microbiome may influence host susceptibility to initial development and severity of respiratory viral infections. While not as extensively studied as the microbiota of the alimentary tract, it is now clearly established that the microbial composition of this niche is influenced by medical, social and pharmacological influences, predisposing some sub-populations to respiratory infections. The resulting specific microbial profiles may explain variance in susceptibility to viral infection. This review summaries the evolution and constituents of the commensal nasal microbiome; the bacterial-virus, bacterial-host and interbacterial interactions which potentiate disease; and considers the effects of interventions such as vaccination and probiotics.

新出现的证据表明,鼻腔微生物组可能影响宿主对呼吸道病毒感染的初始发展和严重程度的易感性。虽然没有像消化道的微生物群那样得到广泛的研究,但现在已经清楚地确定,这一生态位的微生物组成受到医疗、社会和药理学影响,使一些亚群易患呼吸道感染。由此产生的特定微生物谱可以解释对病毒感染易感性的差异。本文综述了共生鼻腔微生物群的进化和组成;引起疾病的细菌-病毒、细菌-宿主和细菌间的相互作用;并考虑了疫苗接种和益生菌等干预措施的影响。
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引用次数: 1
An artificial coculture fermentation system for industrial propanol production. 用于工业丙醇生产的人工共培养发酵系统。
Pub Date : 2022-01-01 DOI: 10.1093/femsmc/xtac013
Rémi Hocq, Michael Sauer

Converting plant biomass into biofuels and biochemicals via microbial fermentation has received considerable attention in the quest for finding renewable energies and materials. Most approaches have so far relied on cultivating a single microbial strain, tailored for a specific purpose. However, this contrasts to how nature works, where microbial communities rather than single species perform all tasks. In artificial coculture systems, metabolic synergies are rationally designed by carefully selecting and simultaneously growing different microbes, taking advantage of the broader metabolic space offered by the use of multiple organisms. 1-propanol and 2-propanol, as biofuels and precursors for propylene, are interesting target molecules to valorize plant biomass. Some solventogenic Clostridia can naturally produce 2-propanol in the so-called Isopropanol-Butanol-Ethanol (IBE) fermentation, by coupling 2-propanol synthesis to acetate and butyrate reduction into ethanol and 1-butanol. In this work, we hypothesized propanoate would be converted into 1-propanol by the IBE metabolism, while driving at the same time 2-propanol synthesis. We first verified this hypothesis and chose two propionic acid bacteria (PAB) strains as propanoate producers. While consecutive PAB and IBE fermentations only resulted in low propanol titers, coculturing Propionibacterium freudenreichii and Clostridium beijerinckii at various inoculation ratios yielded much higher solvent concentrations, with as much as 21 g/l of solvents (58% increase compared to C. beijerinckii monoculture) and 12 g/l of propanol (98% increase). Taken together, our results underline how artificial cocultures can be used to foster metabolic synergies, increasing fermentative performances and orienting the carbon flow towards a desired product.

在寻找可再生能源和材料的过程中,通过微生物发酵将植物生物质转化为生物燃料和生化物质受到了相当大的关注。到目前为止,大多数方法都依赖于培养单一的微生物菌株,为特定目的量身定制。然而,这与自然界的运作方式形成对比,在自然界中,微生物群落而不是单一物种执行所有任务。在人工共培养系统中,通过精心选择并同时培养不同的微生物,合理设计代谢协同效应,利用多种微生物的使用所提供的更广阔的代谢空间。1-丙醇和2-丙醇作为生物燃料和丙烯的前体,是植物生物量增值的有趣靶分子。一些溶剂型梭菌可以在所谓的异丙醇-丁醇-乙醇(IBE)发酵中自然产生2-丙醇,通过偶联2-丙醇合成乙酸和丁酸还原成乙醇和1-丁醇。在这项工作中,我们假设丙酸将通过IBE代谢转化为1-丙醇,同时推动2-丙醇的合成。我们首先验证了这一假设,并选择了两株丙酸菌(PAB)作为丙酸生产菌。虽然PAB和IBE连续发酵只导致丙醇滴度较低,但以不同接种比例共培养弗氏丙酸杆菌和贝氏梭菌产生的溶剂浓度要高得多,高达21 g/l溶剂(比单培养贝氏梭菌增加58%)和12 g/l丙醇(增加98%)。综上所述,我们的研究结果强调了人工共培养如何用于促进代谢协同作用,提高发酵性能并将碳流导向所需产品。
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引用次数: 2
Analysis of pCl107 a large plasmid carried by an ST25 Acinetobacter baumannii strain reveals a complex evolutionary history and links to multiple antibiotic resistance and metabolic pathways. 对鲍曼不动杆菌ST25携带的大质粒pCl107的分析揭示了其复杂的进化历史,并与多种抗生素耐药和代谢途径有关。
Pub Date : 2022-01-01 DOI: 10.1093/femsmc/xtac027
Rayane Rafei, Jonathan Koong, Marwan Osman, Ahmad Al Atrouni, Monzer Hamze, Mehrad Hamidian

Acinetobacter baumannii has successfully spread during the last decades as one of the main critically important pathogens. However, many aspects including plasmids, are still under-investigated. Here, we report the complete sequence of an Acinetobacter baumannii strain, belonging to the ST25IP (Institut Pasteur) sequence type recovered in 2012 in Lebanon, using a combination of Illumina MiSeq and Oxford Nanopore sequencing and a hybrid assembly approach. This strain (Cl107) carries a 198 kb plasmid called pCl107 that encodes the MPFI conjugative transfer system. The plasmid carries the aacA1, aacC2, sul2, strAB, and tetA(B) antibiotic resistance genes. pCl107 region encompassing the sul2, strAB, tetA(B) is closely related to AbGRI1 chromosomal resistance islands, which are widespread in A. baumannii strains belonging to Global Clone 2. The resistance region found in pCl107 is one of the missing links in the evolutionary history of the AbGRI1 islands. pCl107 also contains a BREX Type 1 region and represents one of the two main evolution patterns observed in BREX clusters found in plasmids related to pCl107. pCl107 also harbours a ptx phosphonate metabolism module, which plays an ancestral structure compared to other large plasmids in ST25 strains. While the uric acid metabolic module found in pCl107 is incomplete, we identified possible ancestors from plasmids and chromosomes of Acinetobacter spp. Our analyses indicate a complex evolutionary history of plasmids related to pCl107 with many links to multiple antibiotic resistance and metabolic pathways.

鲍曼不动杆菌在过去的几十年里作为一种重要的病原体成功地传播开来。然而,包括质粒在内的许多方面仍有待研究。在这里,我们报告了2012年在黎巴嫩恢复的属于ST25IP (Institut Pasteur)序列类型的鲍曼不动杆菌菌株的完整序列,使用Illumina MiSeq和Oxford Nanopore测序和混合组装方法的组合。该菌株(Cl107)携带一个198 kb的质粒pCl107,编码MPFI共轭转移系统。质粒携带aacA1、aacC2、sul2、strAB和tetA(B)抗生素耐药基因。包含sul2, strAB, tetA(B)的pCl107区域与AbGRI1染色体耐药岛密切相关,AbGRI1耐药岛在鲍曼鲍曼杆菌属全球克隆2菌株中广泛存在。在pCl107中发现的抗性区域是AbGRI1岛进化史上缺失的环节之一。pCl107还包含一个BREX 1型区域,代表了在pCl107相关质粒中发现的BREX簇中观察到的两种主要进化模式之一。pCl107还含有ptx膦酸盐代谢模块,与ST25菌株中的其他大质粒相比,pCl107具有祖先结构。虽然在pCl107中发现的尿酸代谢模块不完整,但我们从不动杆菌的质粒和染色体中发现了可能的祖先。我们的分析表明,与pCl107相关的质粒具有复杂的进化历史,与多种抗生素耐药性和代谢途径有许多联系。
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引用次数: 3
Structure of the Pf12 and Pf41 heterodimeric complex of Plasmodium falciparum 6-cysteine proteins. 恶性疟原虫6-半胱氨酸蛋白Pf12和Pf41异二聚体复合物的结构。
Pub Date : 2022-01-01 DOI: 10.1093/femsmc/xtac005
Melanie H Dietrich, Li-Jin Chan, Amy Adair, Coralie Boulet, Matthew T O'Neill, Li Lynn Tan, Sravya Keremane, Yee-Foong Mok, Alvin W Lo, Paul Gilson, Wai-Hong Tham

During the different stages of the Plasmodium life cycle, surface-associated proteins establish key interactions with the host and play critical roles in parasite survival. The 6-cysteine (6-cys) protein family is one of the most abundant surface antigens and expressed throughout the Plasmodium falciparum life cycle. This protein family is conserved across Plasmodium species and plays critical roles in parasite transmission, evasion of the host immune response and host cell invasion. Several 6-cys proteins are present on the parasite surface as hetero-complexes but it is not known how two 6-cys proteins interact together. Here, we present a crystal structure of Pf12 bound to Pf41 at 2.85 Å resolution, two P. falciparum proteins usually found on the parasite surface of late schizonts and merozoites. Our structure revealed two critical interfaces required for complex formation with important implications on how different 6-cysteine proteins may interact with each other. Using structure-function analyses, we identified important residues for Pf12-Pf41 complex formation. In addition, we generated 16 nanobodies against Pf12 and Pf41 and showed that several Pf12-specific nanobodies inhibit Pf12-Pf41 complex formation. Using X-ray crystallography, we were able to describe the structural mechanism of an inhibitory nanobody in blocking Pf12-Pf41 complex formation. Future studies using these inhibitory nanobodies will be useful to determine the functional role of these two 6-cys proteins in malaria parasites.

在疟原虫生命周期的不同阶段,表面相关蛋白与宿主建立关键的相互作用,并在寄生虫的生存中发挥关键作用。6-半胱氨酸(6-cys)蛋白家族是最丰富的表面抗原之一,并在整个恶性疟原虫生命周期中表达。该蛋白家族在疟原虫物种中是保守的,在寄生虫传播、逃避宿主免疫反应和宿主细胞入侵中起关键作用。几种6-cys蛋白以异质复合物的形式存在于寄生虫表面,但尚不清楚两种6-cys蛋白如何相互作用。在这里,我们以2.85 Å的分辨率展示了Pf12与Pf41结合的晶体结构,这两种恶性疟原虫蛋白通常存在于晚期分裂体和分裂子的寄生虫表面。我们的结构揭示了复杂形成所需的两个关键界面,这对不同的6-半胱氨酸蛋白如何相互作用具有重要意义。通过结构功能分析,我们确定了Pf12-Pf41复合物形成的重要残基。此外,我们生成了16个针对Pf12和Pf41的纳米体,并表明一些Pf12特异性纳米体抑制Pf12-Pf41复合物的形成。利用x射线晶体学,我们能够描述抑制纳米体阻断Pf12-Pf41复合物形成的结构机制。使用这些抑制纳米体的未来研究将有助于确定这两种6-cys蛋白在疟疾寄生虫中的功能作用。
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引用次数: 3
Infection with different human influenza A subtypes affects the period of susceptibility to secondary bacterial infections in ferrets. 不同人类甲型流感亚型感染对雪貂继发性细菌感染的易感期有影响。
Pub Date : 2022-01-01 DOI: 10.1093/femsmc/xtac011
Edin J Mifsud, Rubaiyea Farrukee, Aeron C Hurt, Patrick C Reading, Ian G Barr

It is well-established that influenza virus infections predispose individuals to secondary bacterial infections (SBIs), which may result in a range of clinical outcomes from relatively mild (e.g. sinusitis and otitis media) to severe (e.g. pneumonia and septicaemia). The most common bacterial pathogen associated with SBI following influenza virus infections is Streptococcus pneumoniae(SPN). Of circulating human seasonal influenza viruses, influenza A viruses (IAV) of both the A(H1N1)pdm09 and A(H3N2) subtypes are associated with severe disease but have differing hospitalisation and complication rates. To study the interplay of these two IAV subtypes with SBI, we used a ferret model of influenza infection followed by secondary challenge with a clinical strain of SPN to determine the severity and the period of susceptibility for SBI. Ferrets challenged with SPN 5 days after infection with A(H3N2) or A(H1N1)pdm09 viruses developed severe disease that required euthanasia. When the time between viral infection and bacterial challenge was extended, A/H1N1pdm09-infected animals remained susceptible to SBI- for up to 10 days after the viral infection. For A(H3N2)- but not A(H1N1)pdm09-infected ferrets, susceptibility to SBI-associated disease could be extended out to 16 days postviral infection. While caution should be taken when extrapolating animal models to human infections, the differences between A(H3N2) and A(H1N1)pdm09 strains in duration of susceptibility to SBI observed in the ferret model, may provide some insight regarding the higher rates of SBI-associated disease associated with some strains of A(H3N2) viruses in humans.

众所周知,流感病毒感染使个体易患继发性细菌感染,这可能导致一系列临床结果,从相对轻微的(如鼻窦炎和中耳炎)到严重的(如肺炎和败血症)。流感病毒感染后与SBI相关的最常见细菌病原体是肺炎链球菌(SPN)。在流行的人类季节性流感病毒中,A(H1N1)pdm09和A(H3N2)亚型甲型流感病毒(IAV)与严重疾病相关,但住院率和并发症发生率不同。为了研究这两种IAV亚型与SBI的相互作用,我们使用了一种雪貂流感感染模型,然后用SPN临床毒株继发攻击,以确定SBI的严重程度和易感期。感染A(H3N2)或A(H1N1)pdm09病毒后5天感染SPN的雪貂出现严重疾病,需要安乐死。当病毒感染和细菌攻击之间的时间延长时,感染A/ h1n1pdm09的动物在病毒感染后长达10天仍对SBI易感。对于A(H3N2)-而不是A(H1N1)pdm09感染的雪貂,对sbi相关疾病的易感性可以延长到病毒感染后16天。虽然在将动物模型外推到人类感染时应谨慎,但在雪貂模型中观察到的A(H3N2)和A(H1N1)pdm09菌株对SBI的易感性持续时间的差异,可能为人类中与某些A(H3N2)病毒株相关的SBI相关疾病的较高发生率提供了一些见解。
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引用次数: 2
Long-term survival of Dehalococcoides mccartyi strains in mixed cultures under electron acceptor and ammonium limitation. 电子受体和铵盐限制下麦卡蒂代盐球虫在混合培养中的长期存活。
Pub Date : 2022-01-01 DOI: 10.1093/femsmc/xtac021
Nadia Morson, Olivia Molenda, Katherine J Picott, Ruth E Richardson, Elizabeth A Edwards

Few strains of Dehalococcoides mccartyi harbour and express the vinyl chloride reductase (VcrA) that catalyzes the dechlorination of vinyl chloride (VC), a carcinogenic soil and groundwater contaminant. The vcrA operon is found on a Genomic Island (GI) and, therefore, believed to participate in horizontal gene transfer (HGT). To try to induce HGT of the vcrA-GI, we blended two enrichment cultures in medium without ammonium while providing VC. We hypothesized that these conditions would select for a mutant strain of D. mccartyi that could both fix nitrogen and respire VC. However, after more than 4 years of incubation, we found no evidence for HGT of the vcrA-GI. Rather, we observed VC-dechlorinating activity attributed to the trichloroethene reductase TceA. Sequencing and protein modelling revealed a mutation in the predicted active site of TceA, which may have influenced substrate specificity. We also identified two nitrogen-fixing D. mccartyi strains in the KB-1 culture. The presence of multiple strains of D. mccartyi with distinct phenotypes is a feature of natural environments and certain enrichment cultures (such as KB-1), and may enhance bioaugmentation success. The fact that multiple distinct strains persist in the culture for decades and that we could not induce HGT of the vcrA-GI suggests that it is not as mobile as predicted, or that mobility is restricted in ways yet to be discovered to specific subclades of Dehalococcoides.

麦卡蒂脱卤球(Dehalococcoides mccartyi)的少数菌株携带并表达氯乙烯还原酶(VcrA),该酶催化氯乙烯(VC)的脱氯,氯乙烯是一种致癌的土壤和地下水污染物。vcrA操纵子是在基因组岛(GI)上发现的,因此被认为参与水平基因转移(HGT)。为了尝试诱导vcrA-GI的HGT,我们在不含铵的培养基中混合两种富集培养,同时提供VC。我们假设这些条件会选择一种既能固定氮又能呼吸VC的D. mccartyi突变株。然而,经过4年多的潜伏期,我们没有发现vcrA-GI的HGT证据。相反,我们观察到vc脱氯活性归因于三氯乙烯还原酶TceA。测序和蛋白质模型显示,预测的TceA活性位点发生突变,这可能影响了底物特异性。我们还在KB-1培养中发现了两株固氮D. mccartyi菌株。具有不同表型的多株麦卡蒂菌的存在是自然环境和某些富集培养物(如KB-1)的特征,并可能提高生物强化的成功率。事实上,多个不同的菌株在培养物中持续存在了几十年,而我们无法诱导vcrA-GI的HGT,这表明它不像预测的那样具有流动性,或者流动性在尚未发现的特定dehalococides亚支中受到限制。
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引用次数: 1
Improving correlation of wastewater SARS-CoV-2 gene copy numbers with COVID-19 public health cases using readily available biomarkers. 使用现成的生物标志物改善废水SARS-CoV-2基因拷贝数与新冠肺炎公共卫生病例的相关性。
Pub Date : 2022-01-01 Epub Date: 2022-04-01 DOI: 10.1093/femsmc/xtac010
Justin M Hutchison, Zhengxi Li, Chi-Ning Chang, Yasawantha Hiripitiyage, Megan Wittman, Belinda S M Sturm

The COVID-19 pandemic has highlighted the potential role that wastewater-based epidemiology can play in assessing aggregate community health. However, efforts to translate SARS-CoV-2 gene copy numbers obtained from wastewater samples into meaningful community health indicators are nascent. In this study, SARS-CoV-2 nucleocapsid (N) genes (N1 and N2) were quantified weekly using reverse transcriptase droplet digital PCR from two municipal wastewater treatment plants for seven months. Four biomarkers (ammonium, biological oxygen demand (BOD), creatinine, and human mitochondrial gene NADH dehydrogenase subunit 5) were quantified and used to normalize SARS-CoV-2 gene copy numbers. These were correlated to daily new case data and one-, two-, and three-week cumulative case data. Over the course of the study, the strongest correlations were observed with a one-day case data lag. However, early measurements were strongly correlated with a five-day case data lag. This indicates that in the early stages of the pandemic, the wastewater samples may have indicated active COVID-19 cases before clinical indications. Mitochondrial and creatinine normalization methods showed the strongest correlations throughout the study, indicating that human-specific biomarkers were better at normalizing wastewater data than ammonium or BOD. Granger causality tests supported this observation and showed that gene copies in wastewater could be predictive of new cases in a sewershed.

新冠肺炎大流行突出了废水流行病学在评估社区总体健康方面可以发挥的潜在作用。然而,将从废水样本中获得的严重急性呼吸系统综合征冠状病毒2型基因拷贝数转化为有意义的社区健康指标的努力尚处于起步阶段。在这项研究中,每周使用逆转录酶液滴数字PCR对两个城市污水处理厂的严重急性呼吸系统综合征冠状病毒2型核衣壳(N)基因(N1和N2)进行定量,为期7个月。对四种生物标志物(铵、生物需氧量(BOD)、肌酸酐和人线粒体基因NADH脱氢酶亚基5)进行了定量,并用于标准化严重急性呼吸系统综合征冠状病毒2型基因拷贝数。这些数据与每日新增病例数据以及一周、两周和三周的累计病例数据相关。在研究过程中,观察到最强的相关性与一天的病例数据滞后有关。然而,早期测量结果与五天的病例数据滞后密切相关。这表明,在大流行的早期阶段,废水样本可能在临床适应症之前就显示出活跃的新冠肺炎病例。线粒体和肌酸酐标准化方法在整个研究中显示出最强的相关性,表明人类特异性生物标志物比铵或BOD更善于标准化废水数据。格兰杰因果关系检验支持了这一观察结果,并表明废水中的基因拷贝可以预测下水道中的新病例。
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引用次数: 3
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FEMS microbes
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