Differences in the aerosolization behavior of microorganisms as revealed through their transport by biogas

The aerosol microbial diversity of biogas was analyzed in order to examine the aerosolization behavior of microorganisms. Six biogas samples were analyzed: five from mesophilic and thermophilic anaerobic digestors treating different wastes, and one from landfill. Epifluorescent microscopic counts reveal that with 10(6) Prokarya m(-3), only one per one thousand billion were aerosolized from the digestor sludges to the biogas. SSU (Small Sub Unit) ribosomal fingerprinting (Single Strand Conformation Polymorphism) shows that microbial communities in the biogas were not just a rough copy of anaerobic digestor microbial communities and underlines that all microorganisms are not equally convoyed by biogas. To assess the difference occurring in aerosolization, 675 biogas-borne SSU ribosomal DNA were analyzed and compared to published anaerobic digestor microbial diversity. Results show that microorganisms belonging to Archaea, Deltaproteobacteria, Spirochaetes, Thermotogae, Chloroflexi phyla and sulfate-reducing groups were non-aerosolized whereas microorganisms belonging to Alphaproteobacteria, Betaproteobacteria, Gammaproteobacteria, TM7 phyla as well as strictly aerobic and occasionally pathogenic species presented high levels of aerosolization. Finally, microorganisms belonging to Actinobacteria, Firmicutes and Bacteroidetes phyla represent passively-aerosolized microorganisms with similar frequencies in biogas-borne and anaerobic digestor microbial communities.     

Effect of relative humidity on the aerosolization and total inflammatory potential of fungal particles from dust‐inoculated gypsum boards

The aim of this study was to investigate the effect of relative humidity (RH) on the aerosolization and total inflammatory potential (TIP) of microbial particles released from gypsum boards inoculated with dust samples from homes. After microbial colonization, the gypsum boards were incubated at either high or low RH. The aerosolized particles (0.54–19.8 μm), culturable fungi, β‐glucan and the TIP of the aerosolized particles were quantified. Despite the colonization of several fungal groups, Penicillium dominated the aerosolized fraction. Higher emission rates of particles and culturable fungi were found from low RH compared with high RH in both the inhalable and particulate matter <1 μm (PM₁) fractions, and the TIP was accordingly higher. However, for the aerosolized fractions, the TIP or concentration β‐glucan relative to the number of fungi or particles present was higher from high RH compared with low RH. Despite the low number of culturable fungi in PM₁, this fraction showed a high TIP, and the concentration of β‐glucan correlated strongly with the TIP of this fraction. The individual particles of the aerosolized PM₁ fraction were more inflammatory than the larger particles of the inhalable fraction, and β‐glucan may be an important contributor to the inflammatory potential of the aerosolized particles.     

Formulation, characteristics and aerosolization performance of azithromycin DPI prepared by spray-drying

In this study, a number of dry powder formualtions of azithromycin for inhalation were designed to optimize the composition and further explore the relationship between the composition, the physical properties and the aerosolization performance, hence developing a dry powder inhalation (DPI) of azithromycin (AZI) as an alternative to its counterpart nebulizer. Dry powders of azithromycin with a variety of carrier types and carrier:drug ratios were prepared by spray-drying and characterized afterwards for different physical properties, including particle size and distribution, morphology, flowability, powder density and hygroscopic nature. In-vitro deposition was also evaluated after the aerosolization of powders at 60 L min^− 1 via the Aerolizer^® into a twin-stage liquid impinger (TI). It was found that the type and amount of the carrier had significant effects on the aerosolization performance of DPI. The results also showed that the particle size and flowability were two critical physical properties responsible for the aerosolization performance. Specifically, moderate particle size around 5-6 µm produced relatively high respirable fractions (RF). In terms of the flowability, the angle of repose within the range of 43°-52° was in a good linear relationship (r = 0.9523) with the RF value. In particular, the addition of L-leucine with the carrier:drug ratio of 1:5 showed the highest RF at 37.5%, which indicated that L-leucine is a promising carrier for the dry powder formulation of AZI for inhalation.     

Efficacy of washing with hydrogen peroxide followed by aerosolized antimicrobials as a novel sanitizing process to inactivate Escherichia coli O157:H7 on baby spinach

Aerosolization was investigated as a potential way to apply allyl isothiocyanate (AIT), hydrogen peroxide (H₂O₂), acetic acid (AA) and lactic acid (LA) on fresh baby spinach to control Escherichia coli O157:H7 during refrigeration storage. In this study, baby spinach leaves were dip-inoculated with E. coli O157:H7 to a level of 6 log CFU/g and stored at 4 °C for 24 h before treatment. Antimicrobials were atomized into fog-like micro-particles by an ultrasonic nebulizer and routed into a jar and a scale-up model system where samples were treated. Samples were stored at 4 °C for up to 10 days before the survival of the cells was determined. A 2-min treatment with 5% AIT resulted in a > 5-log reduction of E. coli O157:H7 on spinach after 2 days refrigeration regardless if the samples were pre-washed or not; however, this treatment impaired the sensory quality of leaves. Addition of LA to AIT improved the antimicrobial efficacy of AIT. In the jar system, washing with 3% H₂O₂ followed by a 2-min treatment of 2.5% LA + 1% AIT or 2.5% LA + 2% AIT reduced E. coli O157:H7 population by 4.7 and > 5 log CFU/g, respectively, after 10 days refrigeration. In the scale-up system, up to 4-log reduction of bacterial population was achieved for the same treatments without causing noticeable adverse effect on the appearance of leaves. Thus, this study demonstrates the potential of aerosolized AIT + LA as a new post-washing intervention strategy to control E. coli O157:H7 on baby spinach during refrigeration storage.     

基于双通道深度CNN的烟雾浓度测量方法

现有基于视频图像测量烟雾浓度的方法主要通过人工提取特征,需要已知环境的大气光、背景等外界条件.为了提高烟雾浓度测量方法的直接性和实用性,文中通过烟雾化方程,建立烟雾图像与其浓度数值的对应关系,进而提出基于双通道深度卷积神经网络(DCCNN)的烟雾浓度测量方法,实现端到端的烟雾浓度直接测量.DCCNN中采用1×1卷积进行通道数据融合,引入跳跃连接解决网络层数较深时梯度消失问题,加快训练过程.同时引入自注意力机制,自动学习隐含特征的重要程度,再合并两个通道提取的特征,获得综合测量结果.实验表明,DCCNN测量烟雾浓度的平均绝对误差较低,综合性能较优.     

Size-fractionated (1 → 3)-β-D-glucan concentrations aerosolized from different moldy building materials

Release of submicrometer-sized fungal fragments (< 1.0 μm) was discovered in earlier studies, which investigated the aerosolization of spores from moldy surfaces. However, the contribution of fungal fragments to total mold exposure is poorly characterized. The purpose of this study was to investigate the size-fractionated concentrations of particulate (1 → 3)-β-D-glucan and numbers of particles aerosolized from the surface of artificially mold-contaminated materials using a novel sampling methodology. Aspergillus versicolor and Stachybotrys chartarum were grown on malt extract agar and building materials (ceiling tiles and gypsum board) for one to six months. Fungal particles released from these materials were collected size-selectively by a newly developed Fragment Sampling System, and (1 → 3)-β-D-glucan in air samples was analyzed by Limulus Amebocyte lysate (LAL) assay. The concentrations of (1 → 3)-β-D-glucan varied from 0.4 × 10⁰ to 9.8 × 10² ng m^− 3 in the fragment size and from 1.0 × 10¹ to 4.7 × 10⁴ ng m^− 3 in the spore size range. Numbers of submicrometer-sized particles aerosolized from 6-month old cultures were always significantly higher that those from 1-month old (P < 0.001). This can be attributed to increased dryness on the surface of material samples and an increase in fungal biomass over time. The average fragment to spore ratios both in particle numbers and (1 → 3)-β-D-glucan mass were higher for S. chartarum than for A. versicolor. The results indicate that long-term mold damage in buildings may lead to increased contribution of fragments to the total mold exposure. Therefore, the health impact of these particles may be even greater than that of spores, considering the strong association between numbers of fine particles and adverse health effects reported in other studies. Furthermore, the contribution of fragments may vary between species and appears to be higher for S. chartarum than for A. versicolor.     

Effects of furniture polish on release of cat allergen-laden dust from wood surfaces

The purpose of this study was to evaluate the effects of furniture polish (FP) on the release of cat allergen (Fel d 1)-laden dust from wood surfaces and decay of Fel d 1 in dust over time. About 2 g of sieved (150 microm screen) allergen-laden dust was introduced as an aerosol into an experimental chamber by a Pitt-3 generator and allowed to settle onto two finished wood surfaces pre-treated with either distilled water (DW) or FP. After 24 h, each surface was vacuumed into separate plastic cassettes loaded with 37 mm diameter, 0.4 microm pore, polycarbonate filters. The recovered dust was weighed, extracted in phosphate-buffered saline, and assayed for Fel d 1 content using a two-site monoclonal antibody ELISA. After vacuuming, the remaining dust on the wood surfaces was wiped up with a water-moistened swab. The dusts were extracted from the swabs and assayed by ELISA for Fel d 1. More Fel d 1 was recovered by vacuuming from DW-pre-treated surfaces than from FP pre-treated surfaces (100% vs. 69 +/- 66%). On the contrary, more residual Fel d 1 (>99.9%) on the vacuumed surfaces was recovered from FP than from DW pre-treated surfaces by wet swabs. The concentration of Fel d 1 in dust did not change significantly at room temperature over 80 days. In conclusion, FP on wood surfaces makes dust stick to the surface, which likely reduces the release of allergen-laden dust from the wood surface. PRACTICAL IMPLICATIONS: Re-aerosolization of cat allergen-laden dusts from wood surfaces (e.g. wood floor or furniture) significantly increases the concentration of airborne cat allergens. Our study indicates that exposure to airborne cat allergens might be reduced by surface treatment with commercially available FP because cat allergen-laden dusts stuck more tightly to the wood surface treated with FP.