Air Microbiology

空气微生物学
  • 文章类型: Journal Article
    抗生素耐药性,一个重大的公共健康危害,预计到2050年全球将造成1000万人死亡。该研究旨在鉴定拉合尔牙科单位室内空气中可培养的生物气溶胶,并评估其抗生素抗性。从不同距离的10个牙科单元位置收集空气样本,真菌和细菌的平均浓度落在中间范围内,根据全球微生物污染指数(GIMC/m3)指数。该研究发现,医院牙科部门的抗生素耐药性较高,特别是在冬天。最剧烈的应变,金黄色葡萄球菌-NAJIH18对头孢他啶表现出70%的抗性。该研究强调了量化微生物污染物对于评估其来源和复杂性的重要性。它建议采取主动缓解技术,如集中清洁和空气过滤,改善室内空气质量可以减轻抗生素耐药菌株的传播。这些见解为对抗日益增长的抗生素耐药性的公共卫生威胁提供了希望。
    Antibiotic resistance, a significant public health hazard, is predicted to cause 10 million deaths worldwide by 2050. The study aimed to identify culturable bioaerosols in the indoor air of dental units in Lahore and assess their antibiotic resistance. Air samples were collected from 10 dental unit locations at different distances, with average concentrations of fungi and bacteria falling within intermediate ranges, per the Global Index of Microbial Contamination (GIMC/m3) index. The study found higher antibiotic-resistant strains in hospital dental units, particularly during winter. The most vigorous strain, S.aureus-NAJIH18, exhibited 70% resistance to ceftazidime. The research highlights the importance of quantifying microbial pollutants for evaluating their source and complexity. It suggests proactive mitigation techniques, such as focused cleaning and air filtration, to improve indoor air quality can mitigate the spread of antibiotic-resistant strains. These insights offer hope in combating the growing public health threat of antibiotic resistance.
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  • 文章类型: Journal Article
    在这项研究中,我们调查了日托中心空气传播流感病毒的浓度和影响因素,例如普通感冒患病率,空气污染物,和气象因素。从高雄的日托中心共收集了209份空气样本,并使用实时定量聚合酶链反应分析了流感病毒。使用实时监测设备测量空气污染物和计量因素。冬季空气传播流感病毒阳性率最高,普通感冒患病率最高,其次是夏季和秋季。CO浓度与空气传播流感病毒呈显著正相关。A日托中心,与自然通风和空调系统,空气中的甲型流感病毒浓度较高,空气传播的真菌,和空气传播的细菌,以及普通感冒的患病率较高,比B日托中心,带有机械通风系统和空气净化器,而CO2,CO的浓度,日托中心A的UFP低于日托中心B的UFP。我们在日托中心成功检测到空气传播的流感病毒,证明流感的气溶胶采样可以提供新的流行病学见解,并为日托中心的流感管理提供信息。
    In this study, we investigated the concentration of airborne influenza virus in daycare centers and influencing factors, such as common cold prevalence, air pollutants, and meteorological factors. A total of 209 air samples were collected from daycare centers in Kaohsiung and the influenza virus was analyzed using real-time quantitative polymerase chain reaction. Air pollutants and metrological factors were measured using real-time monitoring equipment. Winter had the highest positive rates of airborne influenza virus and the highest prevalence of the common cold, followed by summer and autumn. The concentration of CO was significantly positively correlated with airborne influenza virus. Daycare center A, with natural ventilation and air condition systems, had a higher concentration of airborne influenza A virus, airborne fungi, and airborne bacteria, as well as a higher prevalence of the common cold, than daycare center B, with a mechanical ventilation system and air purifiers, while the concentrations of CO2, CO, and UFPs in daycare center A were lower than those in daycare center B. We successfully detected airborne influenza virus in daycare centers, demonstrating that aerosol sampling for influenza can provide novel epidemiological insights and inform the management of influenza in daycare centers.
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  • 文章类型: Journal Article
    人类活动是抗生素抗性基因(ARGs)传播的重要因素,对人类健康构成严重威胁。这些ARGs可以通过各种途径传播,包括空气,在一个健康的背景下。这项研究使用宏基因组学从两个关键位置监测城市空气中的耐药性:污水处理厂和医院,室内和室外。通过荧光显微镜确认细胞样结构的存在。宏基因组分析显示,在收集的空气传播颗粒中存在各种各样的ARG和高度多样性的抗生素抗性细菌。废水处理厂显示出更高的相对丰度,每Gb和m3有32ARG命中,其次是医院的正门(室内),每Gb和m3有约5ARG命中。医院入口表现出最高的ARG丰富度,共有152种不同的ARGs分为9类抗生素耐药性。携带ARGs的常见共生菌和致病菌,比如莫拉氏菌,葡萄球菌和微球菌,在医院的室内空气颗粒中检测到。有趣的是,在所有分析的样本中没有分享ARGs,表明空气传播抗性的高度可变动态。此外,该研究发现,在分析的空气传播病毒组分中没有ARGs,这表明空气中的病毒在ARGs的传播中起着微不足道的作用。
    Human activities are a significant contributor to the spread of antibiotic resistance genes (ARGs), which pose a serious threat to human health. These ARGs can be transmitted through various pathways, including air, within the context of One Health. This study used metagenomics to monitor the resistomes in urban air from two critical locations: a wastewater treatment plant and a hospital, both indoor and outdoor. The presence of cell-like structures was confirmed through fluorescence microscopy. The metagenomic analysis revealed a wide variety of ARGs and a high diversity of antibiotic-resistant bacteria in the airborne particles collected. The wastewater treatment plant showed higher relative abundances with 32 ARG hits per Gb and m3, followed by the main entrance of the hospital (indoor) with ≈5 ARG hits per Gb and m3. The hospital entrance exhibited the highest ARG richness, with a total of 152 different ARGs classified into nine categories of antibiotic resistance. Common commensal and pathogenic bacteria carrying ARGs, such as Moraxella, Staphylococcus and Micrococcus, were detected in the indoor airborne particles of the hospital. Interestingly, no ARGs were shared among all the samples analysed, indicating a highly variable dynamic of airborne resistomes. Furthermore, the study found no ARGs in the airborne viral fractions analysed, suggesting that airborne viruses play a negligible role in the dissemination of ARGs.
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  • 文章类型: Journal Article
    本文的目的是评估真菌空气污染的程度,并确定在动物园中20个不同动物设施的空气中存在的空气中真菌的分类多样性。使用MAS-100空气采样器测量了动物园中真菌的浓度。使用分子和形态学方法的组合鉴定收集的微生物。在整个研究过程中,真菌浓度范围为50至3.65×104CFU/m3。真菌气溶胶的定量分析表明,获得的浓度值低于推荐的允许限值(真菌为5×104CFU/m3)。环境因素,包括温度和相对湿度,对分离真菌的存在和浓度产生了不同的影响。相对湿度显示与所研究设施空气中真菌孢子的浓度呈正相关(rho=0.57,p<0.0021)。并行,在温度和总真菌浓度之间没有建立显着相关性(rho=-0.1,p<0.2263)。共分离出50种10属112株真菌。青霉属是优势属,包括总真菌菌株的58.9%,其次是曲霉25.89%,枝孢霉3.57%,Talaromyces3.57%,Mucor1.78%,裂子菌1.78%,Synheadastrum0.89%,链格孢菌0.89%,Absidia0.89%,和Cunninghamella0.89%。我们的初步研究提供了有关真菌浓度的基本信息,以及它们在动物园中的生物多样性。需要进一步的研究来从长期采样中产生更多数据,以增加我们对动物园中空气传播的真菌成分的了解。
    The aim of this paper was to evaluate the degree of mycological air contamination and determine the taxonomic diversity of airborne fungi residing in the air of 20 different animal facilities in a zoological garden. The concentrations of fungi in the zoological garden were measured using a MAS-100 air sampler. The collected microorganisms were identified using the combination of molecular and morphological methods. The fungal concentration ranged from 50 to 3.65 × 104 CFU/m3 during the whole study. The quantitative analysis of the fungal aerosol showed that the obtained concentration values were lower than the recommended permissible limits (5 × 104 CFU/m3 for fungi). Environmental factors, including temperature and relative humidity, exerted a varying effect on the presence and concentration of isolated fungi. Relative humidity was shown to correlate positively with the concentration of fungal spores in the air of the facilities studied (rho = 0.57, p < 0.0021). In parallel, no significant correlation was established between temperature and total fungal concentration (rho =  - 0.1, p < 0.2263). A total of 112 fungal strains belonging to 50 species and 10 genera were isolated. Penicillium was the dominant genera, including 58.9% of total fungal strains, followed by Aspergillus 25.89%, Cladosporium 3.57%, Talaromyces 3.57%, Mucor 1.78%, Schizophyllum 1.78%, Syncephalastrum 0.89%, Alternaria 0.89%, Absidia 0.89%, and Cunninghamella 0.89%. Our preliminary studies provide basic information about the fungal concentrations, as well as their biodiversity in zoological garden. Further studies are needed to generate additional data from long-term sampling in order to increase our understanding of airborne fungal composition in the zoological garden.
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  • 文章类型: Journal Article
    黑曲霉(A.尼日尔)孢子会引起许多健康问题。一旦气流施加在黑曲霉孢子上的阻力超过其与菌落的结合力,孢子是分离的。湍流可能会大大增加孢子的分离。目前尚无方法可用于预测孢子上的阻力及其在湍流中的分离。这项调查测量了风洞中黑曲霉菌落的湍流速度和脱离。采用计算流体动力学(CFD)对受到湍流吹气的A.niger单元进行建模。湍流的前1%分位数瞬时速度被指定为稳定的入口流边界条件,用于解决峰值速度分布和孢子上的峰值阻力。将预测的孢子分离率与测量数据进行比较以进行模型验证。结果表明,湍流强度为17%至20%的孢子分离率可以是湍流强度约为1%的比率的两倍至三倍,当吹气的平均速度保持不变时。提出的CFD模型可以准确预测黑曲霉孢子的分离率。环境含义:有些人对黑曲霉敏感(A.尼日尔)孢子,过度暴露会导致鼻塞,皮肤刺痛,咳嗽,甚至哮喘。湍流可以大大增加孢子的分离,由于湍流过程中气流对孢子施加的阻力增加。这项研究开发了一个数值模型来求解湍流中孢子的峰值速度分布和峰值阻力,以预测孢子的分离。有了数值工具,空气传播的真菌孢子浓度是可以预测的,这为智能和精确控制真菌气溶胶污染铺平了道路。
    Aspergillus niger (A. niger) spores can induce numerous health problems. Once the airflow-imposed drag force on an A. niger spore exceeds its binding force with the colony, the spore is detached. Turbulent flow may considerably increase the spore detachment. No method is currently available for prediction of the drag force on a spore and its detachment in turbulent flows. This investigation measured the turbulent velocities and detachment of A. niger colonies in a wind tunnel. Computational fluid dynamics (CFD) was employed to model an A. niger unit subjected to turbulent flow blowing. The top 1 % quantile instantaneous velocity of the turbulent flow was specified as the steady entry flow boundary condition for solving the peak velocity distribution and the peak drag forces onto spores. The predicted spore detachment ratios were compared with the measurement data for model validation. The results revealed that the spore detachment ratios with a turbulence intensity of 17 % to 20 % can be twice to triple the ratio with a turbulence intensity of approximately 1 %, when the average velocity for blowing remains the same. The proposed CFD model can accurately predict the detachment ratios of the A. niger spores. ENVIRONMENTAL IMPLICATION: Some people are sensitive to the Aspergillus niger (A. niger) spores, and excessive exposure can cause nasal congestion, skin tingling, coughing, and even asthma. Turbulent flow can considerably increase the spore detachment, due to the increased airflow-imposed drag force on the spores during turbulence. This investigation developed a numerical model to solve for the peak velocity distribution and the peak drag forces onto spores in turbulent flows to predict the spore detachment. With the numerical tool, the airborne fungal spore concentrations would be predictable, which paves a way for intelligent and precise control of fungal aerosol pollution.
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  • 文章类型: Journal Article
    空气传播的病毒性新发传染病(EID)的爆发对全球公共卫生造成了越来越大的负担。特别是在气候变化加剧的背景下。然而,空气传播的病毒性EID爆发的感染源和驱动因素仍然未知。这里,我们的目标是基于单一健康视角探索疫情的驱动机制。从全球传染病和流行病学网络数据库和系统文献综述中收集了20种空气传播的病毒性EID的爆发信息。使用多变量扫描统计测试,在全球范围内确定了四个具有统计学意义和高风险的空中病毒EID爆发时空集群。有112起疫情,有明确的感染源,人畜共患溢出是最常见的来源(95.54%,107/112)。自1970年以来,大部分疫情发生在医疗机构(24.82%),其次是学校(17.93%)和动物相关环境(15.93%)。在地震次数之间发现了显着的关联,风暴,洪水持续时间,使用病例交叉研究设计和多变量条件逻辑回归分析和空气传播的病毒性EIDs爆发。这些发现暗示人畜共患溢出和极端天气事件正在推动空气传播病毒EID的全球爆发,并有针对性地采取防控措施,降低空气传播的病毒性EID负担。
    Outbreaks of airborne viral emerging infectious diseases (EIDs) cause an increasing burden on global public health, particularly with a backdrop of intensified climate change. However, infection sources and drivers for outbreaks of airborne viral EIDs remain unknown. Here, we aim to explore the driving mechanisms of outbreaks based on the one health perspective. Outbreak information for 20 types of airborne viral EIDs was collected from the Global Infectious Disease and Epidemiology Network database and a systematic literature review. Four statistically significant and high-risk spatiotemporal clusters for airborne viral EID outbreaks were identified globally using multivariate scan statistic tests. There were 112 outbreaks with clear infection sources, and zoonotic spillover was the most common source (95.54%, 107/112). Since 1970, the majority of outbreaks occurred in healthcare facilities (24.82%), followed by schools (17.93%) and animal-related settings (15.93%). Significant associations were detected between the number of earthquakes, storms, duration of floods, and airborne viral EIDs\' outbreaks using a case-crossover study design and multivariable conditional logistic regression. These findings implied that zoonotic spillover and extreme weather events are driving global outbreaks of airborne viral EIDs, and targeted prevention and control measures should be made to reduce the airborne viral EIDs burden.
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  • 文章类型: Journal Article
    在过去的十年里,丹麦博物馆中广泛的真菌生长与气候变化平行,挑战职业健康和遗产保护。当博物馆努力将相对湿度控制在60%以下时,这种增长是出乎意料的。它应该超过75%,风险增长。丹麦的一项案例研究发现,嗜干曲霉能够在博物馆存储库中的低相对湿度下生长。这项横断面研究旨在检查来自Aspergillus部分Restricti的干性生长是否已成为丹麦博物馆资料库中全国性分布的新型污染物,这些污染物旨在根据国际环境对遗产收藏的建议来控制相对湿度。该研究调查了丹麦国家博物馆和分布在丹麦各地的八个大型国家认可博物馆。它基于600个拭子和胶带提升样品以及60个MAS100-Eco和过滤器空气样品,分析了真菌的培养和形态鉴定,大染料-桑格测序,CaM-纳米孔和ITS-Illumina扩增子测序。该研究显示了七种嗜干曲霉的生长:A.conicus,A.家畜,A.glabripes,A.嗜盐,A.卵黄囊,A.penicilloides,A.vitricola,其中三个是丹麦新来的,和13种耐干性曲霉。其他真菌物种没有生长。多重检测方法提供了广泛的表征;然而,根据分析方法的不同,检测到的物种存在差异。培养和大染料桑格测序显示了最高的曲霉多样性,检测到17个物种;CaM-纳米孔扩增子测序检测到12个物种;ITS-illumina扩增子测序检测到两个物种,但总体多样性最高。耕种,其次是大染料Sanger和CaM-扩增子测序,证明了最高的合规性。该研究得出的结论是,嗜干性曲霉的生长在全国范围内分布,并表明来自曲霉科Restricti的物种是气候控制的博物馆资料库中的新型污染物。在可持续解决方案中保护职业健康和遗产保护研究,避免博物馆藏品中的嗜酸性生长是最重要的。
    In the last decade, extensive fungal growth has developed in Danish museums parallel to climate change, challenging occupational health and heritage preservation. The growth was unexpected as the museums strived to control relative humidity below 60 %, and it should exceed 75 % to risk growth. A Danish case study found xerophilic Aspergillus species able to grow at low relative humidity in a museum repository. This cross-sectional study aimed to examine whether xerophilic growth from Aspergillus section Restricti has become a novel contaminant nationally distributed in Danish museum repositories striving to control relative humidity according to international environmental recommendations for heritage collections. The study examined The National Museum of Denmark and eight large State Recognized museums distributed throughout Denmark. It was based on 600 swab and tape-lift samples and 60 MAS100-Eco and filter air samples analyzed for fungi with cultivation and morphological identification, Big-Dye-Sanger sequencing, CaM-Nanopore and ITS-Illumina amplicon sequencing. The study showed growth from seven xerophilic Aspergillus species: A. conicus, A. domesticus, A. glabripes, A. halophilicus, A. magnivesiculatus, A. penicilloides, A. vitricola, of which three are new to Denmark, and 13 xerotolerant Aspergillus species. There was no growth from other fungal species. The multiple detection approach provided a broad characterization; however, there was variance in the detected species depending on the analysis approach. Cultivation and Big-Dye Sanger sequencing showed the highest Aspergillus diversity, detecting 17 species; CaM-Nanopore amplicon sequencing detected 12 species; and ITS-illumina amplicon sequencing detected two species but the highest overall diversity. Cultivation, followed by Big-Dye Sanger and CaM-amplicon sequencing, proved the highest compliance. The study concluded that xerophilic Aspergillus growth is nationally distributed and suggests species from Aspergillus section Restricti as a novel contaminant in climate-controlled museum repositories. To safeguard occupational health and heritage preservation research in sustainable solutions, avoiding xerophilic growth in museum collections is most important.
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  • 文章类型: Journal Article
    这项研究建立在先前的研究基础上,该研究探索了改良的WIBS-4选择性区分和检测不同生物气溶胶类别的潜力。当前的工作评估了气象和空气质量参数对生物气溶胶浓度的影响,特别是花粉和真菌孢子动力学。发现温度是花粉产生和释放方面最有影响的参数,表现出较强的正相关。风数据分析提供了对花粉和真菌孢子浓度的潜在地理起源的见解。真菌孢子主要来自西风方向,与农业用地相对应,而花粉主要来自东北方向,对应于几片森林。还分析了空气质量的影响,以了解其对所研究的WIBS荧光参数的潜在影响。大多数参数与真菌孢子浓度呈负相关,而一些人为影响显示出与每日花粉浓度的显着正相关。这归因于类似的驱动力(气象参数)和地理起源。此外,WIBS与源自燃烧源的人为污染物存在显著相关性,表明这种改进的光谱仪器有可能用作空气质量监测器。通过将所有气象和污染数据与WIBS-4+频道数据相结合,完成了一组多元线性回归(MLR)分析.记录了R2值在0.6至0.8范围内的成功结果。包含气象参数取决于所检查的孢子或花粉类型。
    This research builds upon a previous study that explored the potential of the modified WIBS-4+ to selectively differentiate and detect different bioaerosol classes. The current work evaluates the influence of meteorological and air quality parameters on bioaerosol concentrations, specifically pollen and fungal spore dynamics. Temperature was found to be the most influential parameter in terms of pollen production and release, showing a strong positive correlation. Wind data analysis provided insights into the potential geographic origins of pollen and fungal spore concentrations. Fungal spores were primarily shown to originate from a westerly direction, corresponding to agricultural land use, whereas pollen largely originated from a North-easterly direction, corresponding to several forests. The influence of air quality was also analysed to understand its potential impact on the WIBS fluorescent parameters investigated. Most parameters had a negative association with fungal spore concentrations, whereas several anthropogenic influences showed notable positive correlations with daily pollen concentrations. This is attributed to similar driving forces (meteorological parameters) and geographical origins. In addition, the WIBS showed a significant correlation with anthropogenic pollutants originating from combustion sources, suggesting the potential for such modified spectroscopic instruments to be utilized as air quality monitors. By combining all meteorological and pollution data along with WIBS-4+ channel data, a set of Multiple Linear Regression (MLR) analyses were completed. Successful results with R2 values ranging from 0.6 to 0.8 were recorded. The inclusion of meteorological parameters was dependent on the spore or pollen type being examined.
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  • 文章类型: Journal Article
    食品加工环境中的空气传播微生物对食品污染构成潜在风险。然而,缺乏既定的标准或指南对空气传播的微生物进行定量限制,这突显了当前监管框架中的关键差距。这篇综述旨在探讨建立食品加工设施中空气传播微生物定量限值的可行性,旨在提供循证指导,以加强行业的食品安全实践。该综述首先通过涵盖空气传播微生物来源的一般文献检索来解决食品工业中微生物空气质量的复杂性,影响颗粒沉积的因素,空气采样方法和预防措施。随后,它采用结构化的方法来评估空气质量的重要性及其对产品质量的影响。利用PRISMA方法,研究了2002年5月至2022年5月的相关科学文献,从11,737篇原始研究论文中获得了26篇符合纳入标准的文章。此外,该审查调查了评估空气传播污染的现有概率模型,以加强食品安全管理系统中的空气质量风险评估。文献表明,缺乏大量证据支持空气传播的微生物与食品污染之间的直接关联。以往研究中缺乏标准化的空气采样方法,阻碍了研究结果的可比性和可靠性。此外,文献未能建立影响因素之间的结论性关系,如总颗粒计数,温度,相对湿度和空气传播污染。用于量化空气传播污染的矛盾概率模型,缺乏量身定制的预防措施,在不同的食品加工环境中阻碍有效控制并破坏微生物污染控制。总之,制定空气传播污染的数字指南需要一种量身定制的方法,考虑产品特性和生产环境等因素。通过将风险评估模型集成到此过程中,可以更彻底地理解污染风险,根据已确定的每个产品的风险级别提供量身定制的指导。持续的合作努力对于制定基于证据的准则至关重要,这些准则可以有效地减轻风险,而不会产生不必要的成本。
    Airborne microorganisms in food processing environments pose a potential risk for food product contamination. Yet, the absence of established standards or guidelines setting quantitative limits on airborne microorganisms underscores a critical gap in current regulatory frameworks. This review seeks to explore the feasibility of establishing quantitative limits for airborne microorganisms in food processing facilities, aiming to provide evidence-based guidance to enhance food safety practices in the industry. The review begins by addressing the complexities of microbial air quality in the food industry through a general literature search covering sources of airborne microorganisms, factors affecting particle deposition, air sampling methods and preventive measures. Subsequently, it employs a structured approach to assess the significance of air quality and its impact on product quality. Utilizing the PRISMA method, relevant scientific literature from May 2002 to May 2022 was examined, resulting in 26 articles meeting inclusion criteria from a pool of 11,737 original research papers. Additionally, the review investigates existing probability models for assessing airborne contamination to enhance air quality risk assessment in food safety management systems. The literature reveals a lack of substantial evidence supporting a direct correlation between airborne microorganisms and food contamination. The absence of standardized air sampling methodologies in previous studies hinders the comparability and reliability of research findings. Additionally, the literature fails to establish a conclusive relationship between influencing factors such as total particle counts, temperature, relative humidity and airborne contamination. Contradictory probability models for quantifying airborne contamination, and the absence of tailored preventive measures, hinder effective control and undermine microbial contamination control in diverse food processing contexts. In conclusion, the development of numeric guidelines for airborne contamination necessitates a tailored approach, considering factors such as product characteristics and production context. By integrating risk assessment models into this process, a more thorough comprehension of contamination risks can be achieved, providing tailored guidance based on the identified risk levels for each product. Ongoing collaborative efforts are essential to develop evidence-based guidelines that effectively mitigate risks without incurring unnecessary costs.
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  • 文章类型: Journal Article
    空气传播的病原体严重威胁着全世界的公众健康。空气消毒对于确保公众健康至关重要。然而,由于消毒剂及其副产品的残留,过度使用消毒剂可能危及环境和生态安全。本研究系统地评估了消毒效率,诱导多药耐药,以及消毒剂(NaClO和H2O2)对空气传播细菌的潜在机制。结果表明,雾化后15min的NaClO(>160μg/L)和H2O2(>320μg/L)可有效灭活空气中的细菌。然而,雾化NaClO(0-80μg/L)和H2O2(0-160μg/L)消毒后,一些细菌仍然存活,它们表现出抗生素抗性的显著增加。耐药细菌的全基因组测序揭示了不同的突变,这些突变负责抗生素耐药性和毒力。这项研究还提供了证据和见解潜在的潜在机制通过空气消毒诱导抗生素耐药性,涉及细胞内活性氧的形成,氧化应激反应,细菌膜的改变,外排泵的激活,和生物膜的增厚。本研究结果还揭示了空气消毒在诱导抗生素耐药性中的作用,这可能是导致抗生素耐药性通过空气在全球传播的关键因素。
    Airborne pathogens severely threaten public health worldwide. Air disinfection is essential to ensure public health. However, excessive use of disinfectants may endanger environmental and ecological security due to the residual disinfectants and their by-products. This study systematically evaluated disinfection efficiency, induction of multidrug resistance, and the underlying mechanisms of disinfectants (NaClO and H2O2) on airborne bacteria. The results showed that airborne bacteria were effectively inactivated by atomized NaClO (>160 μg/L) and H2O2 (>320 μg/L) after 15 min. However, some bacteria still survived after disinfection by atomized NaClO (0-80 μg/L) and H2O2 (0-160 μg/L), and they exhibited significant increases in antibiotic resistance. The whole-genome sequencing of the resistant bacteria revealed distinct mutations that were responsible for both antibiotic resistance and virulence. This study also provided evidences and insights into possible mechanisms underlying the induction of antibiotic resistance by air disinfection, which involved intracellular reactive oxygen species formation, oxidative stress responses, alterations in bacterial membranes, activation of efflux pumps, and the thickening of biofilms. The present results also shed light on the role of air disinfection in inducing antibiotic resistance, which could be a crucial factor contributing to the global spread of antibiotic resistance through the air.
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