Antibiotic resistant bacteria

抗生素耐药菌
  • 文章类型: Journal Article
    背景:大环内酯类药物通过阻止蛋白质生物合成过程中多肽的伸长来抑制细菌细胞的生长,包括天然的,合成,和半合成产品。这是通过阻断多肽链的通过而发生的,因为大环内酯类在新生的肽出口通道处结合。
    目的:最近通过ribo-seq进行核糖体谱分析的数据进一步证明,除了阻断多肽链,大环内酯类也能影响单个蛋白质的合成。因此,这表明大环内酯类的作用方式比我们最初想象的要复杂得多。自从1950年代发现大环内酯类药物以来,它们已被广泛用于兽医,农业,和医学。由于滥用和过度使用抗生素;细菌已获得对它们的抗性。因此,充分了解大环内酯类药物的作用方式以及对大环内酯类药物的耐药机制,以减轻抗生素耐药性问题,对我们来说至关重要。
    背景:随着对大环内酯类作用方式的更好理解,可以进行化学修饰以提高其效力。此外,由于新的发现挑战了已经存在的理论-由于这种模糊不清,对大环内酯类作用模式的完整详细理解仍然含糊不清,对大环内酯类药物作用方式的研究一直持续到今天。
    结论:在这篇综述中,我们概述了大环内酯类抗生素,重点介绍了有关大环内酯类抗生素的作用方式和细菌对大环内酯类抗生素的耐药机制的最新知识。
    BACKGROUND: Macrolides inhibit the growth of bacterial cells by preventing the elongation of polypeptides during protein biosynthesis and includes natural, synthetic, and semisynthetic products. This occurs by blocking the passage of the polypeptide chain as macrolides bind at the nascent peptide exit tunnel.
    OBJECTIVE: Recent data of ribosome profiling via ribo-seq further proves that other than blocking the polypeptide chain, macrolides are also able to affect the synthesis of individual proteins. Thus, this shows that the mode of action of macrolides is more complex than we initially thought. Since the discovery of macrolides in the 1950s, they have been widely used in veterinary, agriculture, and medicine. Due to misuse and overuse of antibiotics; bacteria have acquired resistance against them. Hence, it is of utmost importance for us to fully understand the mode of action of macrolides as well as the mechanism of resistance against macrolides to mitigate the antibiotic resistance issues.
    BACKGROUND: With a better understanding on the mode of actions of macrolides, chemical modifications can be performed to improve its potency. Furthermore, the complete detailed understanding of the mode of action of macrolides remained vague as new findings challenged the theory that was already in existence - due to this obscurity, research into macrolides\' mode of action continues up to this day.
    CONCLUSIONS: In this review, we present an overview of macrolide antibiotics with the emphasis on the latest knowledge regarding the mode of action of macrolides and mechanism of resistance employed in bacteria against macrolides.
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  • 文章类型: Journal Article
    抗生素抗性基因(ARGs)在生态系统中的出现和传播是全球公共卫生问题。OneHealth强调不同栖息地之间的相互联系,并寻求优化动物,人类,和环境健康。然而,有关自然栖息地中复杂微生物群中抗生素抗性基因(ARGs)传播的信息很少。我们调查了中国汕头地区密集牛蛙(Ranacatesbeiana)农场中抗生素抗性细菌(ARB)的患病率和ARG的传播。361株的抗生素敏感性,结合微生物组分析,显示大肠杆菌,Edwardsiellatarda,柠檬酸杆菌和克雷伯菌属。作为这些农场普遍存在的多药耐药细菌。95个ARB的全基因组测序鉴定了250个含有广泛ARG的大质粒。质粒序列和沉积物宏基因组揭示了大量的tetA,sul1和aph(3″)-IbARGs。值得注意的是,抗生素耐药性(针对15种抗生素)与质粒传播而不是染色体传播的ARGs高度相关。基于序列相似性,大多数质粒(62%)分为32个不同的组,表明青蛙农场微生物组中水平质粒转移(HPT)的潜力。HPT在种间和种内缀合实验中得到证实。此外,相同的移动ARG,两侧是移动遗传元件(MGEs),在同一质粒的不同位置发现,或驻留在相同或不同宿主中的不同质粒上。我们的结果表明,MGE和HPT之间存在协同作用,以促进青蛙养殖场中ARGs的传播。采矿公共数据库从全球其他环境利基中发现的不同细菌物种中检索到类似的质粒。我们的发现强调了HPT在调节青蛙养殖场和生态系统其他微生物群落中ARGs传播方面的重要性。
    The emergence and dissemination of antibiotic resistance genes (ARGs) in the ecosystem are global public health concerns. One Health emphasizes the interconnectivity between different habitats and seeks to optimize animal, human, and environmental health. However, information on the dissemination of antibiotic resistance genes (ARGs) within complex microbiomes in natural habitats is scarce. We investigated the prevalence of antibiotic resistant bacteria (ARB) and the spread of ARGs in intensive bullfrog (Rana catesbeiana) farms in the Shantou area of China. Antibiotic susceptibilities of 361 strains, combined with microbiome analyses, revealed Escherichia coli, Edwardsiella tarda, Citrobacter and Klebsiella sp. as prevalent multidrug resistant bacteria on these farms. Whole genome sequencing of 95 ARB identified 250 large plasmids that harbored a wide range of ARGs. Plasmid sequences and sediment metagenomes revealed an abundance of tetA, sul1, and aph(3″)-Ib ARGs. Notably, antibiotic resistance (against 15 antibiotics) highly correlated with plasmid-borne rather than chromosome-borne ARGs. Based on sequence similarities, most plasmids (62%) fell into 32 distinct groups, indicating a potential for horizontal plasmid transfer (HPT) within the frog farm microbiome. HPT was confirmed in inter- and intra-species conjugation experiments. Furthermore, identical mobile ARGs, flanked by mobile genetic elements (MGEs), were found in different locations on the same plasmid, or on different plasmids residing in the same or different hosts. Our results suggest a synergy between MGEs and HPT to facilitate ARGs dissemination in frog farms. Mining public databases retrieved similar plasmids from different bacterial species found in other environmental niches globally. Our findings underscore the importance of HPT in mediating the spread of ARGs in frog farms and other microbiomes of the ecosystem.
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  • 文章类型: Journal Article
    本研究通过研究氧化锌(ZnO)和氧化铜(Cu2O)纳米颗粒(NPs)的利用来对抗废水处理厂(WWTP)中的抗生素抗性细菌,探讨了抗微生物耐药性的挑战。合成的金属氧化物NP通过各种分析技术进行了彻底的表征,确认它们的纳米颗粒性质。电子吸收和X射线衍射(XRD)分析表明成功的还原过程和结晶性能,分别。傅里叶变换红外光谱(FTIR)结果表明纳米颗粒在溶液中的稳定性。扫描电子显微镜(SEM)观察显示,氧化锌和氧化铜纳米颗粒具有明确的球形和花状形态,尺寸范围约为50nm至25nm值得注意的是,合成的纳米粒子在阻止生物膜形成方面表现出增强的功效,与铜相比,氧化锌NPs显示出优异的抗菌活性。这些研究结果表明,这些纳米颗粒在控制抗生素抗性生物方面具有很好的潜力,即使在WWTP处理工艺之后。这项研究有助于纳米技术的持续进步,旨在对抗抗生素耐药性,为开发有效的污水处理策略提供了新的前景。
    This study explores the challenge of antimicrobial resistance by investigating the utilization of zinc oxide (ZnO) and copper oxide (Cu2O) nanoparticles (NPs) to combat antibiotic-resistant bacteria in wastewater treatment plants (WWTPs). The synthesized metal oxide NPs underwent thorough characterization through various analytical techniques, confirming their nanoparticulate nature. Electronic absorption and X-ray diffraction (XRD) analyses revealed successful reduction processes and crystalline properties, respectively. Fourier transform infrared spectroscopy (FTIR) results indicated the stabilization of nanoparticles in solution. Scanning electron microscopy (SEM) observations revealed well-defined spherical and flower-like morphologies for the zinc and copper oxide nanoparticles, with sizes approximately ranging from 50 nm to 25 nm Notably, the synthesized nanoparticles exhibited heightened efficacy in impeding biofilm formation, with zinc oxide NPs displaying superior antibacterial activity compared to copper. These findings suggest the promising potential of these nanoparticles in controlling antibiotic-resistant organisms, even following WWTP treatment processes. This research contributes to the ongoing advancements in nanotechnology aimed at combating antibiotic resistance, offering new prospects for the development of effective wastewater treatment strategies.
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  • 文章类型: Journal Article
    抗生素耐药基因(ARGs)的传播和抗生素耐药菌(ARB)的繁殖威胁着公共卫生安全和人类健康,预计将发现用于废水处理的更绿色,更有效的消毒技术。在这项研究中,提出了天然黄铁矿和抗坏血酸(AA)作为高碘酸盐(PI)活化的环境友好的活化剂和还原剂,以灭活ARB。PI/黄铁矿/AA系统的消毒处理可在30min内灭活5.62logARB,较低的pH值和较高的PI以及天然黄铁矿用量可以进一步提高消毒效率。证明了1O2和SO4•-对PI/黄铁矿/AA体系中ARB的失活至关重要。消毒过程破坏了ARB的形态结构,诱导氧化应激和刺激抗氧化系统。PI/黄铁矿/AA系统有效降低了细胞内和细胞外DNA浓度和ARGs丰度,抑制ARGs的传播。AA的存在促进了天然黄铁矿对PI的活化,并显着增加了溶液中Fe2的浓度。天然黄铁矿的可重用性,消毒副产物的安全性和对ARB再生的抑制作用表明了PI/黄铁矿/AA体系在废水消毒中的应用潜力。
    The transmission of antibiotic resistance genes (ARGs) and the propagation of antibiotic resistant bacteria (ARB) threaten public health security and human health, and greener and more efficient disinfection technologies are expected to be discovered for wastewater treatment. In this study, natural pyrite and ascorbic acid (AA) were proposed as environmental-friendly activator and reductant for periodate (PI) activation to inactivate ARB. The disinfection treatment of PI/pyrite/AA system could inactivate 5.62 log ARB within 30 min, and the lower pH and higher PI and natural pyrite dosage could further boost the disinfection efficiency. The 1O2 and SO4•- were demonstrated to be crucial for the inactivation of ARB in PI/pyrite/AA system. The disinfection process destroyed the morphological structure of ARB, inducing oxidative stress and stimulating the antioxidant system. The PI/pyrite/AA system effectively reduced the intracellular and extracellular DNA concentration and ARGs abundance, inhibiting the propagation of ARGs. The presence of AA facilitated the activation of PI with natural pyrite and significantly increased the concentration of Fe2+ in solution. The reusability of natural pyrite, the safety of the disinfection by-products and the inhibition of ARB regeneration indicated the application potential of PI/pyrite/AA system in wastewater disinfection.
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  • 文章类型: Journal Article
    抗菌素耐药性(AMR)是全球面临的主要卫生挑战之一。厌氧消化(AD)可以显着降低动物粪便中抗生素抗性基因(ARG)的负担。然而,减少往往是不完整的。消化物的农艺用途需要评估其对土壤ARGs的影响。这项研究的目的是评估消化物对黑麦草(LoliumperenneL.)根际中ARGs和可移动遗传元件(MGEs)丰度的影响,并确定用尿素(组合肥料)半剂量替代消化物可以作为更安全的方法实施,同时保持相似的生物量生产。在完全随机设计的情况下,在190天内进行了温室试验,其中有两个实验因素:肥料类型(未施肥的对照和相同N剂量的施肥处理:消化物,尿素和组合肥料)和采样日期(最后一次施用后的16天和148天)。结果表明,在两个采样日期,相对于未受精的对照,消化物均显着增加了临床1类整合子(intI1基因)的丰度(P<0.05)。而组合肥料只在第一次取样时增加了它们。在完成施肥方案后16天,相对于对照,仅组合肥料和尿素显着增加了生物量产量(P<0.05)。此外,在试验结束时,组合肥料显示出大环内酯抗性基因ermB的水平明显低于消化物,并且累积生物量类似于尿素或消化物。总的来说,组合肥料可以减轻整合子和ermB的负担,同时提高生物量产量。
    Antimicrobial resistance (AMR) is one of the main global health challenges. Anaerobic digestion (AD) can significantly reduce the burden of antibiotic resistance genes (ARGs) in animal manures. However, the reduction is often incomplete. The agronomic use of digestates requires assessments of their effects on soil ARGs. The objective of this study was to assess the effect of digestate on the abundance of ARGs and mobile genetic elements (MGEs) in the rhizosphere of ryegrass (Lolium perenne L.) and to determine whether half-dose replacement of digestate with urea (combined fertilizer) can be implemented as a safer approach while maintaining a similar biomass production. A greenhouse assay was conducted during 190 days under a completely randomized design with two experimental factors: fertilizer type (unfertilized control and fertilized treatments with equal N dose: digestate, urea and combined fertilizer) and sampling date (16 and 148 days after the last application). The results indicated that the digestate significantly increased the abundance of clinical class 1 integrons (intI1 gene) relative to the unfertilized control at both sampling dates (P < 0.05), while the combined fertilizer only increased them at the first sampling. Sixteen days after completing the fertilization scheme only the combined fertilizer and urea significantly increased the biomass production relative to the control (P < 0.05). Additionally, by the end of the assay, the combined fertilizer showed significantly lower levels of the macrolide-resistance gene ermB than digestate and a cumulative biomass similar to urea or digestate. Overall, the combined fertilizer can alleviate the burden of integrons and ermB while simultaneously improving biomass production.
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  • 文章类型: Journal Article
    研究了典型污水处理厂(WWTP)中粪便大肠杆菌(FCB)的组成和抗生素抗性的动态,并考虑了季节性变化。结果表明,污水处理厂可在104~105CFU/L的出水范围内去除FCB浓度3~5个日志,但WWTP后FCB种的抗生素耐药率显著提高。污水处理厂后,主要的FCB从进水中的大肠杆菌(〜73.0%)转变为出水中的肺炎克雷伯菌(〜53.3%),大肠杆菌被去除最多的地方,而肺炎克雷伯菌是最持久的。与其他工艺相比,二级槽去除了最多的FCB(3~4个日志),但增加了所有相关的抗生素耐药率。在WWTP的生物处理单元中选择了对所有目标抗生素均具有抗性的FCB群落的潜在超级细菌。FCB显示出最高的多重抗生素抗性(92.9%),在废水中甚至增加到100%。克雷伯菌在FCB中具有最高的抗生素耐药率,多种抗生素耐药率为98.4%。这些表明,关于与FCB社区相关的健康风险,在WWTP之后,应特别强调肺炎克雷伯菌而不仅仅是大肠杆菌。
    The dynamics of the composition and antibiotic resistance of the fecal coliform bacteria (FCB) in a typical wastewater treatment plant (WWTP) were investigated concerning the seasonal changes. Results showed that WWTP could remove the FCB concentration by 3∼5 logs within the effluent of 104∼105 CFU/L, but the antibiotic resistant rate of FCB species increased significantly after WWTP. The dominant FCB changed from Escherichia coli in the influent (∼73.0%) to Klebsiella pneumoniae in the effluent (∼53.3%) after WWTP, where the Escherichia coli was removed the most, while Klebsiella pneumoniae was the most persistent. The secondary tank removed the most of FCB (by 3∼4 logs) compared to other processes, but increased all the concerned antibiotic resistant rate. The potential super bugs of FCB community showing resistance to all the target antibiotics were selected in the biological treatment unit of WWTP. The FCB showed the highest multiple antibiotic resistance (92.9%) in total which even increased to 100% in the effluent. Klebsiella has the highest antibiotic resistant rate in FCB, with a multiple antibiotic resistance rate of 98.4%. These indicated that the Klebsiella pneumoniae not just Escherichia coli should be specially emphasized after WWTP concerning the health risk associated with FCB community.
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  • 文章类型: Journal Article
    在这项研究中,研究了K2FeO4活化生物炭(KFeB)和酸采摘K2FeO4活化生物炭(AKFeB)对过氧二硫酸盐(PS)的活化,以揭示磺胺嘧啶(SDZ)降解和ARB失活中铁位点和石墨结构之间的机理差异,分别。KFeB/PS和AKFeB/PS体系对SDZ具有相似的降解性能,但只有KFeB/PS系统表现出优异的杀菌性能。机理研究表明,溶解的SDZ通过石墨结构介导的电子传递途径降解,而悬浮的ARB通过铁活化PS产生的自由基失活,伴随着对抗生素抗性基因(ARGs)的出色去除。接合转移频率的显着降低表明用KFeB/PS系统处理后ARG的水平基因转移风险降低。转录组数据表明,膜蛋白通道破坏和三磷酸腺苷合成抑制是接合转移频率降低的关键原因。KFeB/PS系统的连续流动反应器可以有效去除抗生素和ARB,暗示着在实际污水净化中的潜在应用。总之,这项研究为碳基催化剂驱动的过硫酸盐高级氧化技术对抗生素和ARB的分类和协同控制提供了新的见解。
    In this study, the activation of peroxydisulfate (PS) by K2FeO4-activation biochar (KFeB) and acid-picking K2FeO4-activation biochar (AKFeB) was investigated to reveal the mechanism differences between iron site and graphitic structure in sulfadiazine (SDZ) degradation and ARB inactivation, respectively. KFeB/PS and AKFeB/PS systems had similar degradation property towards SDZ, but only KFeB/PS system showed excellent bactericidal property. The mechanism study demonstrated that dissolved SDZ was degraded through electron transfer pathway mediated by graphitic structure, while suspended ARB was inactivated through free radicals generated by iron-activated PS, accompanied by excellent removal on antibiotic resistance genes (ARGs). The significant decrease in conjugative transfer frequency indicated the reduced horizontal gene transfer risk of ARGs after treatment with KFeB/PS system. Transcriptome data suggested that membrane protein channel disruption and adenosine triphosphate synthesis inhibition were key reasons for conjugative transfer frequency reduction. Continuous flow reactor of KFeB/PS system can efficiently remove antibiotics and ARB, implying the potential application in practical wastewater purification. In conclusion, this study provides novel insights for classified and collaborative control of antibiotics and ARB by carbon-based catalysts driven persulfate advanced oxidation technology.
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  • 文章类型: Journal Article
    随着全球对抗生素耐药性(AR)作为公共卫生问题的关注,对于环境中的抗生素抗性细菌(ARB)和抗生素抗性基因(ARGs)的研究,拥有数据交换平台至关重要。为此,NORMAN协会托管NORMANARB&ARG数据库,这是在欧洲项目ANSWER中开发的。本文概述了数据库功能,数据对数据库的提取和贡献。在这项研究中,除了数据库中11项研究(主要是欧洲研究)的现有AR数据外,还提取了来自中国和尼泊尔的三项研究的AR数据并将其导入NORMANARB&ARG。这项可行性研究展示了科学界如何分享他们关于AR的数据,以产生一个国际证据库,为AR缓解策略提供信息。开放和公平数据对监管应用具有很高的潜在相关性,包括制定与AR相关的排放限值/环境质量标准。数据和分析方法共享的增长将促进全球AR风险管理方面的合作,并促进对AR关键热点的识别和监测工作的协调。NORMANARB&ARG数据库可在以下网址公开获得:https://www。norman-network.com/nds/bactery/.
    With the global concerns on antibiotic resistance (AR) as a public health issue, it is pivotal to have data exchange platforms for studies on antibiotic resistant bacteria (ARB) and antibiotic resistance genes (ARGs) in the environment. For this purpose, the NORMAN Association is hosting the NORMAN ARB&ARG database, which was developed within the European project ANSWER. The present article provides an overview on the database functionalities, the extraction and the contribution of data to the database. In this study, AR data from three studies from China and Nepal were extracted and imported into the NORMAN ARB&ARG in addition to the existing AR data from 11 studies (mainly European studies) on the database. This feasibility study demonstrates how the scientific community can share their data on AR to generate an international evidence base to inform AR mitigation strategies. The open and FAIR data are of high potential relevance for regulatory applications, including the development of emission limit values / environmental quality standards in relation to AR. The growth in sharing of data and analytical methods will foster collaboration on risk management of AR worldwide, and facilitate the harmonization in the effort for identification and surveillance of critical hotspots of AR. The NORMAN ARB&ARG database is publicly available at: https://www.norman-network.com/nds/bacteria/.
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  • 文章类型: Journal Article
    抗生素耐药性(AR)被认为是本世纪最大的全球威胁之一。只有当人类所有相互联系的区域,动物和环境被视为世界卫生组织(WHO)提出的“一个健康”概念的一部分。水和废水是AR源最重要的环境介质之一,其中现象通常是非线性的。因此,这项研究的目的是研究基于机器学习的方法(MLM)在水和废水中解决AR引起的问题的应用。为此,在1987年至2023年期间搜索了大多数相关数据库,以对应用程序进行系统分析和分类。因此,结果表明,在12个应用程序中,11(91.6%)用于浅层学习,1(8.3%)用于深度学习。在浅层学习类别中,n=6,50%的应用为回归,n=4,33.3%为分类,主要使用人工神经网络,决策树和贝叶斯方法实现以下目标:预测抗生素抗性细菌(ARB)的存活,确定影响参数对基于AR的分数的顺序,并确定抗生素抗性基因(ARGs)的主要来源。此外,只有一项研究(8.3%)被发现用于聚类,没有发现相关性研究.令人惊讶的是,深度学习仅在一项研究(8.3%)中用于预测ARGs序列。因此,研究AR的知识差距,特别是使用聚类,联想和深度学习方法,将是一个有希望的选择,以分析更多方面的相关问题。然而,还有很长的路要走,以考虑和应用MLM作为研究水和废水中AR的不同方面的独特方法。
    Antibiotic resistance (AR) is considered one of the greatest global threats in the current century, which can only be overcome if all interconnected areas of humans, animals and the environment are taken into account as part of the One Health concept proposed by the World Health Organization (WHO). Water and wastewater are among the most important environmental media of AR sources, where the phenomena are generally non-linear. Therefore, the aim of this study was to investigate the application of machine learning-based methods (MLMs) to solve AR-induced problems in water and wastewater. For this purpose, most relevant databases were searched in the period between 1987 and 2023 to systematically analyze and categorize the applications. Accordingly, the results showed that out of 12 applications, 11 (91.6%) were for shallow learning and 1 (8.3%) for deep learning. In shallow learning category, n = 6, 50% of the applications were regression and n = 4, 33.3% were classification, mainly using artificial neural networks, decision trees and Bayesian methods for the following objectives: Predicting the survival of antibiotic-resistant bacteria (ARB), determining the order of influencing parameters on AR-based scores, and identifying the major sources of antibiotic resistance genes (ARGs). In addition, only one study (8.3%) was found for clustering and no study for association. Surprisingly, deep learning had been used in only one study (8.3%) to predict ARGs sequences. Therefore, working on the knowledge gaps of AR, especially using clustering, association and deep learning methods, would be a promising option to analyze more aspects of the related problems. However, there is still a long way to go to consider and apply MLMs as unique approaches to study different aspects of AR in water and wastewater.
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  • 文章类型: Journal Article
    为了减轻抗生素菌丝体渣(AMD)积累带来的环境风险,本研究首次尝试使用泰乐菌素和大观霉素菌丝体渣进行200吨以上的大规模生产发酵(MP),以及中试规模发酵(PS)进行比较,利用整合组学和qPCR方法。共发酵结果表明,两种抗生素在所有处理中均得到有效去除,平均去除率为92%。抗生素抗性基因(ARG)相关的代谢途径表明,抗生素的快速降解与使大环内酯类和氨基糖苷类失活的酶有关(例如,K06979、K07027、K05593)。有趣的是,优化条件下的MP发酵具有更有效的ARGs去除,因为均质化允许更快的微生物演替,更稳定地去除抗生素抗性细菌和移动遗传元件。此外,芽孢杆菌达到75%,分泌的抗氧化酶可能会抑制ARG的水平基因转移。研究结果证实了MP发酵的优势,并为其他AMD提供了科学依据。
    To mitigate the environmental risks posed by the accumulation of antibiotic mycelial dregs (AMDs), this study first attempted over 200 tons of mass production fermentation (MP) using tylosin and spectinomycin mycelial dregs alongside pilot-scale fermentation (PS) for comparison, utilizing the integrated-omics and qPCR approaches. Co-fermentation results showed that both antibiotics were effectively removed in all treatments, with an average removal rate of 92%. Antibiotic resistance gene (ARG)-related metabolic pathways showed that rapid degradation of antibiotics was associated with enzymes that inactivate macrolides and aminoglycosides (e.g., K06979, K07027, K05593). Interestingly, MP fermentations with optimized conditions had more efficient ARGs removal because homogenization permitted faster microbial succession, with more stable removal of antibiotic resistant bacteria and mobile genetic elements. Moreover, Bacillus reached 75% and secreted antioxidant enzymes that might inhibit horizontal gene transfer of ARGs. The findings confirmed the advantages of MP fermentation and provided a scientific basis for other AMDs.
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