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目的建立模型预测伤寒沙门菌中试阶段发酵过程染菌情况。方法通过对伤寒沙门菌中试阶段36批次发酵数据进行分析,选取特征和目标变量,利用GBDT(Gradient Boosting Decision Tree,GBDT)+LR(Logistic Regression,LR)混合机器学习算法建立染菌预测模型,并对所建立模型进行预测评估。结果选取特征为:培养基A600值,0、2、3、4 h发酵液A600值,2、3、4 h每升发酵液的累计葡萄糖消耗量,共8个特征;以发酵4 h是否染菌作为目标变量;建立染菌预测模型。利用预测样本对所建立染菌预测模型进行预测评估,其auc值为0. 83。结论利用所建立的伤寒沙门菌中试阶段发酵过程染菌预测模型可对发酵过程进行染菌预测。 相似文献
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从在生物发酵过程中,造成染菌的主要原因是空气系统有菌谈起,阐述从空气净化流程和设备的设计,过滤介质的选用和装填等方面完善空气净化系统,杜绝无菌空气带菌。 相似文献
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玻璃钢制品在发酵行业中的应用 总被引:3,自引:1,他引:2
本文介绍了发酵行业对设备耐腐蚀,防染菌和强度等方面的要求,以及玻璃钢的诸多优点,论述了发酵行业用玻璃钢赃民制作 应注意的事项,并展望了玻璃钢在发酵行业的应用前景。 相似文献
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目的探讨肺炎链球菌(Streptococcus pneumonia,S.pn)dnaJ基因缺陷对肺炎感染模型小鼠天然免疫应答的影响。方法将BALB/c小鼠随机分为空白对照组、D39感染组和△dnaJ感染组,分别经鼻腔滴注30μl无菌PBS、30μl含2×107cfu的S.pn D39和△dnaJ(dnaJ基因缺陷株)菌液,复制小鼠肺炎感染模型。于感染后6、12、24、36和48 h处死小鼠,取肺组织,匀浆后分离上清,ELISA检测促炎因子TNF-α、IL-1β、IL-6和IFNγ的表达水平,HE染色观察感染12 h的小鼠肺组织炎症反应变化;将小鼠巨噬细胞株RAW264.7体外感染S.pn D39和△dnaJ,细菌与细胞的比例为100∶1,感染1、2、3 h后分离细胞培养上清液,ELISA检测TNF-α和IL-6的表达水平。实时定量PCR和Western blot分别检测感染12 h的小鼠肺组织中模式识别受体TLRs基因mRNA的转录水平和炎症相关信号p38MAPK的磷酸化水平。结果与D39感染组相比,△dnaJ感染组小鼠肺组织炎症反应强度下降,TNF-α、IL-6和IL-1β等促炎因子水平达峰时间延迟,且峰值降低,RAW264.7细胞感染3 h分泌TNF-α和IL-6显著减少(P<0.01或P<0.05);小鼠肺组织Tlr2和Tlr13基因mRNA转录水平显著降低(P<0.05),p38MAPK的磷酸化水平也明显下降。结论肺炎链球菌dnaJ基因缺陷可下调肺炎感染模型小鼠的炎症反应、促炎因子分泌及胞内信号分子的激活,也可影响小鼠感染后肺组织中Trl2和Tlr13基因mRNA的表达,为进一步研究机体对肺炎链球菌DnaJ蛋白的天然免疫应答分子机制奠定了基础。 相似文献
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新城疫病毒致Hep-2肿瘤细胞死亡方式的研究 总被引:1,自引:0,他引:1
目的研究新城疫病毒弱毒株致Hep-2肿瘤细胞死亡方式及其作用机制。方法应用AO/EB染色、电子显微镜观察、DCFA染色测定细胞内活性氧水平及罗丹明123染色法测定细胞线粒体膜电位等方法分析新城疫病毒弱毒株致Hep-2肿瘤细胞的死亡方式及途径。结果新城疫病毒弱毒株感染能够导致Hep-2肿瘤细胞浓缩,被AO/EB浓染,细胞核缩小,染色质边集。FACS细胞周期分析显示,感染后的Hep-2肿瘤细胞72 h出现二倍体亚峰,G1期细胞凋亡率为8.59%,电子显微镜观察显示,肿瘤细胞核染色质边集、浓缩,细胞核呈固缩状,呈现典型的凋亡形态。另外,细胞内活性氧水平上升,线粒体膜电位下降。结论新城疫病毒弱毒株主要通过细胞内线粒体途径诱导肿瘤细胞凋亡,从而发挥其抑瘤作用。 相似文献
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目的探讨柯萨奇病毒A组16型(Coxsackievirus A16,CA16)G20分离株在不同培养条件下的增殖动力学。方法常规培养Vero和人二倍体KMB-17细胞,待细胞长至单层,接种G20株病毒,进行病毒蚀斑试验,以0.1 MOI的感染复数分别感染此两种细胞,置不同温度和pH维持液中进行培养,每2 h收样1次至第24 h,以48 h收样作为对照样,微量滴定法检测病毒滴度,并绘制增殖动力学曲线。结果 G20株病毒在Vero及KMB-17细胞中传代适应后,均可导致细胞病变。G20株病毒在此两种细胞中培养,pH 6.0、pH 6.5时,不同培养温度下,病毒基本不增殖;pH 7.5与pH 7.0的病毒增殖基本一致,增殖速度随温度呈现37℃>35℃>33℃的趋势;在33℃~37℃、pH 7.0~8.0时,病毒均有不同程度的增殖;在41℃、各pH条件下,病毒增殖均明显受到限制。结论病毒在此两种细胞中,37℃,pH 7.5培养条件下,增殖速度及滴度均较理想。 相似文献
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Alberto Tun-Molina Miguel Martí Yukiko Muramoto Takeshi Noda Kazuo Takayama ngel Serrano-Aroca 《International journal of molecular sciences》2021,22(17)
Transparent materials used for facial protection equipment provide protection against microbial infections caused by viruses and bacteria, including multidrug-resistant strains. However, transparent materials used for this type of application are made of materials that do not possess antimicrobial activity. They just avoid direct contact between the person and the biological agent. Therefore, healthy people can become infected through contact of the contaminated material surfaces and this equipment constitute an increasing source of infectious biological waste. Furthermore, infected people can transmit microbial infections easily because the protective equipment do not inactivate the microbial load generated while breathing, sneezing or coughing. In this regard, the goal of this work consisted of fabricating a transparent face shield with intrinsic antimicrobial activity that could provide extra-protection against infectious agents and reduce the generation of infectious waste. Thus, a single-use transparent antimicrobial face shield composed of polyethylene terephthalate and an antimicrobial coating of benzalkonium chloride has been developed for the next generation of facial protective equipment. The antimicrobial coating was analyzed by atomic force microscopy and field emission scanning electron microscopy with elemental analysis. This is the first facial transparent protective material capable of inactivating enveloped viruses such as severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) in less than one minute of contact, and the methicillin-resistant Staphylococcus aureus and Staphylococcus epidermidis. Bacterial infections contribute to severe pneumonia associated with the SARS-CoV-2 infection, and their resistance to antibiotics is increasing. Our extra protective broad-spectrum antimicrobial composite material could also be applied for the fabrication of other facial protective tools such as such as goggles, helmets, plastic masks and space separation screens used for counters or vehicles. This low-cost technology would be very useful to combat the current pandemic and protect health care workers from multidrug-resistant infections in developed and underdeveloped countries. 相似文献
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Huang J Schmelz EA Alborn H Engelberth J Tumlinson JH 《Journal of chemical ecology》2005,31(3):439-459
Interactions between the phytohormones ethylene, salicylic acid (SA), and jasmonic acid (JA) are thought to regulate the specificity of induced plant defenses against microbial pathogens and herbivores. However, the nature of these interactions leading to induced plant volatile emissions during pathogen infection is unclear. We previously demonstrated that a complex volatile blend including (E)--ocimene, methyl salicylate (MeSA), and numerous sesquiterpenes was released by tobacco plants, Nicotiana tabacum K326, infected with an avirulent/incompatible strain of Pseudomonas syringae pv. tomato (Pst DC3000). In contrast, a volatile blend, mainly consisting of MeSA and two unidentified sesquiterpenes, was released by plants infected with P. syringae pv.tabaci (Pstb) in a virulent/compatible interaction. In this study, we examined the interaction of multiple pathogen stresses, phytohormone signaling, and induced volatile emissions in tobacco. Combined pathogen infection involved the inoculation of one leaf with Pst DC 3000 and of a second leaf, from the same plant, with Pstb. Combined infection reduced emissions of ocimene and MeSA compared to plants infected with Pst DC 3000 alone, but with no significant changes in total sesquiterpene emissions. In the compatible interaction, Pstb elicited a large ethylene burst with a peak emission occurring 3 days after inoculation. In contrast, the incompatible interaction involving Pst DC3000 displayed no such ethylene induction. Pstb-induced ethylene production was not significantly altered by Pst DC3000 in the combined infection. We postulated that Pstb-induced ethylene production may play a regulatory role in altering the typical volatile emission in tobacco in response to Pst DC3000 infection. To clarify the role of ethylene, we dynamically applied ethylene to the headspace of tobacco plants following infection with Pst DC3000. Consistent with Pstb-induced ethylene, exogenous ethylene reduced both ocimene and MeSA emissions, and selectively altered the ratios and amounts of induced sesquiterpene emissions. Our findings suggest that ethylene can regulate the magnitude and blend of induced volatile emissions during pathogen infection.The use of trade, firm, or corporation names in this publication (or page) is for the information and convenience of the reader. Such use does not constitute an official endorsement or approval by the United States Department of Agriculture or the Agricultural Research Service of any product or service to the exclusion of others that may be suitable. 相似文献
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Ching T. Hou 《Journal of the American Oil Chemists' Society》1996,73(11):1359-1362
A novel compound, 12,13,17-trihydroxy-9(Z)-octadecenoic acid (THOA), was produced from linoleic acid by microbial transformation at 25% yield. The newly isolated microbial
strain that catalyzed this transformation was identified asClavibacter sp. ALA2. The product was purified by high-pressure liquid chromatography, and its structure was determined by1H and13C nuclear magnetic resonance, Fourier transform infrared, and mass spectroscopy. Maximum production of THOA was reached after
85 h of reaction. THOA was not further metabolized by strain ALA2. This is the first report on 12,13,17-trihydroxy unsaturated
fatty acid and its production by microbial transformation. 相似文献