Low water activity

低水分活度
  • 文章类型: Journal Article
    高温诱导β-葡萄糖苷酶的构象变化,使其不活跃并限制其应用领域。在本文中,研究了海藻糖对低水分巴西橡胶树种子β-葡萄糖苷酶热稳定性的影响。结果表明,添加海藻糖的β-葡萄糖苷酶经高温处理后的残酶活性显著高于对照组。热稳定性的改善可以通过分子水平的低场核磁共振(LF-NMR)和分子动力学(MD)模拟来解释。此外,海藻糖的加入增加了β-葡萄糖苷酶的水分活度和含水量,导致更稳定的构象。海藻糖取代了一些水,并与蛋白质和周围的水形成了稳定的氢键网络。海藻糖形成的玻璃也减少了分子运动,从而为酶提供良好的保护。
    The high temperature induces conformational changes in β-glucosidase, making it inactive and limiting its application field. In this paper, the effect of trehalose on the thermostability of β-glucosidase from low-moisture Hevea brasiliensis seeds was investigated. The results showed that the residual enzyme activities of β-glucosidase supplemented with trehalose after high-temperature treatment were significantly higher than that of the control group. The improvement of thermostability could be explained by low-field nuclear magnetic resonance (LF-NMR) and molecular dynamics (MD) simulations at the molecular level. Moreover, adding trehalose increased the water activity and water content of β-glucosidase, leading to a more stable conformation. Trehalose replaced some water and formed a stable network of hydrogen bonds with protein and surrounding water. The glass formed by trehalose also reduced molecular movement, thus providing good protection for enzymes.
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  • 文章类型: Journal Article
    质子电池由于其具有高安全性和出色的低温性能的电网规模储能潜力而引起了越来越多的兴趣。然而,由于自由水腐蚀,电解质设计大大阻碍了它们的发展。在这里,我们报告了通过将磷酸三甲酯(TMP)引入传统酸性电解质中的层可插层电解质(LIE)。不同于常规的作用在电池中,TMP的存在有趣地实现了溶剂分子到阳极材料的中间层的共嵌入,为质子反应提供新的工作机制。随着电化学稳定性窗口的扩大,电极腐蚀也受到了强烈的阻碍。因此,半电池在5000次循环后显示出优异的长期循环稳定性,在5g-1下具有91.0%的容量保持率。此外,组装的全电池甚至可以提供超长的寿命,在-20°C下运行2个月的容量保留率为74.9%。这项工作为水性电池的电解质设计提供了新的机会。
    Proton batteries have attracted increasing interests because of their potential for grid-scale energy storage with high safety and great low-temperature performances. However, their development is significantly retarded by electrolyte design due to free water corrosion. Herein, we report a layer intercalatable electrolyte (LIE) by introducing trimethyl phosphate (TMP) into traditional acidic electrolyte. Different from conventional role in batteries, the presence of TMP intriguingly achieves co-intercalation of solvent molecules into the interlayer of anode materials, enabling a new working mechanism for proton reactions. The electrode corrosion was also strongly retarded with expanded electrochemical stability window. The half-cell therefore showed an outstanding long-term cycling stability with 91.0% capacity retention at 5 A g-1 after 5000 cycles. Furthermore, the assembled full batteries can even deliver an ultra-long lifetime with a capacity retention of 74.9% for 2 months running at -20 °C. This work provides new opportunities for electrolyte design of aqueous batteries.
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  • 文章类型: Journal Article
    以花生为基础的产品与全球食源性沙门氏菌爆发和/或召回有关。沙门氏菌在低水分环境中长时间持续存在的能力可能导致这种污染。这项研究的目的是分析从巴西花生供应链中分离出的五种肠球菌菌株的基因组,以及确定在干燥下生存的遗传决定因素,并通过干燥胁迫的表型测试验证这些发现。使用平台SeqSero2作为迈阿密(M2851)对菌株进行了计算机血清分型,Javiana(M2973),奥兰宁堡(M2976),明斯特(M624),和Glostrup/Chomedey(M7864);具有系统基因组分析支持。基于多位点序列分型(MLST),将菌株分配给ST140、1674、321、174和2519。此外,使用SPIFinder2.0在所有基因组中发现了八个致病性岛(SPI-1,SPI-2,SPI-3,SPI-5,SPI-9,SPI-13,SPI-14)。SPI-4的缺失可能表明该岛在所调查的基因组中丢失。对于全基因组分析,49个肠道基因组被输入到Roary管道中。大多数胁迫相关基因被认为是软核基因,位于染色体上。在具有四种不同水活度(aw)值的胰蛋白酶大豆肉汤(TSB)中进行干燥胁迫表型测试。M2976和M7864,均从aw最低的花生样品中分离出来,在TSBaw0.964中显示出最高的OD570nm,并且与从具有最高aw(0.997)的花生样品中分离的菌株有统计学差异(p<0.05)。总之,基因组分析揭示了沙门氏菌菌株的干燥适应特征,但是表型分析表明,环境会影响沙门氏菌克服干燥胁迫的适应能力。
    Peanut-based products have been associated with Salmonella foodborne outbreaks and/or recalls worldwide. The ability of Salmonella to persist for a long time in a low moisture environment can contribute to this kind of contamination. The objective of this study was to analyse the genome of five S. enterica enterica strains isolated from the peanut supply chain in Brazil, as well as to identify genetic determinants for survival under desiccation and validate these findings by phenotypic test of desiccation stress. The strains were in silico serotyped using the platform SeqSero2 as Miami (M2851), Javiana (M2973), Oranienburg (M2976), Muenster (M624), and Glostrup/Chomedey (M7864); with phylogenomic analysis support. Based on Multilocus Sequence Typing (MLST) the strains were assigned to STs 140, 1674, 321, 174, and 2519. In addition, eight pathogenicity islands were found in all the genomes using the SPIFinder 2.0 (SPI-1, SPI-2, SPI-3, SPI-5, SPI-9, SPI-13, SPI-14). The absence of a SPI-4 may indicate a loss of this island in the surveyed genomes. For the pangenomic analysis, 49 S. enterica genomes were input into the Roary pipeline. The majority of the stress related genes were considered as soft-core genes and were located on the chromosome. A desiccation stress phenotypic test was performed in trypticase soy broth (TSB) with four different water activity (aw) values. M2976 and M7864, both isolated from the peanut samples with the lowest aw, showed the highest OD570nm in TSB aw 0.964 and were statistically different (p < 0.05) from the strain isolated from the peanut sample with the highest aw (0.997). In conclusion, genome analyses have revealed signatures of desiccation adaptation in Salmonella strains, but phenotypic analyses suggested the environment influences the adaptive ability of Salmonella to overcome desiccation stress.
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  • 文章类型: Journal Article
    已经在几种细菌中证明了转录调节因子RpoS参与存活但不可培养(VBNC)状态的持久性。这项研究通过测量细菌存活率,研究了RpoS在肠道沙门氏菌VBNC状态的形成和复苏中的作用。形态学,生理特征,在粉状婴儿配方食品(PIF)中长期储存期间,野生型(WT)和rpoS缺失(ΔrpoS)菌株中的基因表达。使用自杀质粒通过等位基因交换产生ΔrpoS菌株。将细菌接种到PIF中,储存635天。生存,形态学,定期测量细胞内活性氧(ROS)水平和细胞间群体感应自诱导因子2(AI-2)含量。在获得VBNC细胞后进行复苏测定。使用实时定量聚合酶链反应(qPCR)测量基因表达。结果表明,在低水分活度(aw)PIF中干燥储存后,RpoS和低温条件与肠炎沙门氏菌的可培养性和可恢复性增强有关。此外,细胞内ROS和细胞间群体感应AI-2的合成受RpoS调控,诱导VBNC细胞的形成和复苏。SoxS的基因表达,发现katG和relA与RpoS密切相关。由于缺乏RpoS因子,ΔrpoS菌株不能正常合成SoxS,过氧化氢酶和(p)ppGpp,导致其早期转变为VBNC状态。本研究阐明了rpoS在干燥应激中的作用以及VBNC细胞在干燥应激下的形成和复苏机制。它是预防和控制低aw食品中VBNC状态下致病菌恢复的基础。
    Involvement of the transcriptional regulator RpoS in the persistence of viable but non-culturable (VBNC) state has been demonstrated in several species of bacteria. This study investigated the role of the RpoS in the formation and resuscitation of VBNC state in Salmonella enterica serovar Enteritidis CICC 21482 by measuring bacterial survival, morphology, physiological characteristics, and gene expression in wild-type (WT) and rpoS-deletion (ΔrpoS) strains during long-term storage in powdered infant formula (PIF). The ΔrpoS strain was produced by allelic exchange using a suicide plasmid. Bacteria were inoculated into PIF for 635-day storage. Survival, morphology, intracellular reactive oxygen species (ROS) levels and intercellular quorum sensing autoinducer-2 (AI-2) contents were regularly measured. Resuscitation assays were conducted after obtaining VBNC cells. Gene expression was measured using real-time quantitative polymerase chain reaction (qPCR). The results showed that RpoS and low temperature conditions were associated with enhanced culturability and recoverability of Salmonella Enteritidis after desiccation storage in low water activity (aw) PIF. In addition, the synthesis of intracellular ROS and intercellular quorum sensing AI-2 was regulated by RpoS, inducing the formation and resuscitation of VBNC cells. Gene expression of soxS, katG and relA was found strongly associated with RpoS. Due to the lack of RpoS factor, the ΔrpoS strain could not normally synthesize SoxS, catalase and (p)ppGpp, resulting in its early shift to the VBNC state. This study elucidates the role of rpoS in desiccation stress and the formation and resuscitation mechanism of VBNC cells under desiccation stress. It serves as the basis for preventing and controlling the recovery of pathogenic bacteria in VBNC state in low aw foods.
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  • 文章类型: Journal Article
    亚磷酸脱氢酶(PtxtD)是一种有前途的NAD(P)H再生酶。为了扩展PtxtD的可用性,我们克隆,表达,并分析了来自海洋蓝藻蓝藻的PtxtD。ATCC51142(Ct-Ptxt)。Ct-PtxtD在pH9.0°C和50°C下表现出最大活性,并且在6.0-10.0的宽pH范围内具有高稳定性。与以前报道的Ptxt相比,Ct-PtxtD对Na+等盐离子的抗性增加,K+,NH4+。它还表现出对有机溶剂如乙醇的高耐受性,二甲基甲酰胺,和甲醇结合到其首选辅因子时,NAD+。值得注意的是,这些有机溶剂增强了Ralstoniasp的Ct-PtxtD活性,同时抑制了Ralstoniasp。4506(Rs-PtxtD),浓度范围为10%至30%。分子静电势分析表明,Ct-PtxtD的NAD+结合位点富含带正电荷的残基,在高盐条件下可以吸引NAD+的带负电荷的焦磷酸基团。氨基酸组成分析表明,Ct-PtxtD含有的疏水性氨基酸比其他PtxtD酶少,在低水分活度下,降低了疏水性,增加了蛋白质表面的水合作用。我们还证明,使用Ct-PtxtD的NADH再生系统可用于在高铵条件下使用亮氨酸脱氢酶将三甲基丙酮酸偶联手性转化为L-叔亮氨酸,Rs-PtxtD酶的支持较少。这些结果表明,在含有盐和有机溶剂的反应条件下,Ct-PtxtD可能是工业应用中NAD(P)H再生的潜在候选物。
    Phosphite dehydrogenase (PtxD) is a promising enzyme for NAD(P)H regeneration. To expand the usability of PtxD, we cloned, expressed, and analyzed PtxD from the marine cyanobacterium Cyanothece sp. ATCC 51142 (Ct-PtxD). Ct-PtxD exhibited maximum activity at pH 9.0°C and 50°C and high stability over a wide pH range of 6.0-10.0. Compared to previously reported PtxDs, Ct-PtxD showed increased resistance to salt ions such as Na+, K+, and NH4 +. It also exhibited high tolerance to organic solvents such as ethanol, dimethylformamide, and methanol when bound to its preferred cofactor, NAD+. Remarkably, these organic solvents enhanced the Ct-PtxD activity while inhibiting the PtxD activity of Ralstonia sp. 4506 (Rs-PtxD) at concentrations ranging from 10% to 30%. Molecular electrostatic potential analysis showed that the NAD+-binding site of Ct-PtxD was rich in positively charged residues, which may attract the negatively charged pyrophosphate group of NAD+ under high-salt conditions. Amino acid composition analysis revealed that Ct-PtxD contained fewer hydrophobic amino acids than other PtxD enzymes, which reduced the hydrophobicity and increased the hydration of protein surface under low water activity. We also demonstrated that the NADH regeneration system using Ct-PtxD is useful for the coupled chiral conversion of trimethylpyruvic acid into L-tert-leucine using leucine dehydrogenase under high ammonium conditions, which is less supported by the Rs-PtxD enzyme. These results imply that Ct-PtxD might be a potential candidate for NAD(P)H regeneration in industrial applications under the reaction conditions containing salt and organic solvent.
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  • 文章类型: Journal Article
    本研究旨在研究不同温度下加工日期糊和糖浆中沙门氏菌和单核细胞增生李斯特菌的行为。商业产品用大约6logCFU/mL肠球菌或单核细胞增生李斯特菌接种,并在4、10和24°C下储存90天。S.enterica能够在日期产品中存活,直到4°C储存结束。在这个温度下,椰枣浆中的数量减少了2.1logCFU/g,椰枣糖浆中的数量减少了3.4logCFU/g;然而,在10°C,细胞减少>4.2logCFU/g,通过直接铺板在日期糊中或通过在糖浆中富集(完全消除)检测不到.Further,在24°C,在30天和7天时,在日期糊和糖浆中实现了肠球菌的完全消除,分别。在4、10和24°C下储存90天的日期糊中,单核细胞增生李斯特菌的数量减少了1.4、4.4和>4.6logCFU/g,分别。在日期糖浆中,在4、10和24°C时,单核细胞增生李斯特菌的数量减少到50、14和4天,分别,通过直接电镀,在10和24°C下储存50和30天,观察到完全消除,分别。枣膏和糖浆的初始pH值分别为4.7和4.8,并且保持稳定直到储存结束,除了单核细胞增生李斯特菌接种的糖浆。实际应用:肠道沙门氏菌和单核细胞增生李斯特菌可以很容易地在枣膏和糖浆中存活,特别是在冰箱温度下,这解释了防止食源性病原体污染日期产品的必要性。
    This study aimed to investigate the behavior of Salmonella enterica and Listeria monocytogenes in processed date paste and syrup at different temperatures. Commercial products were inoculated with approximately 6 log CFU/mL of S. enterica or L. monocytogenes and stored at 4, 10, and 24°C for 90 days. S. enterica was able to survive in date products until the end of storage at 4°C. At this temperature, numbers decreased by 2.1 log CFU/g in date paste and by 3.4 log CFU/g in date syrup; however, at 10°C, cells were reduced >4.2 log CFU/g and were undetectable by direct plating in date paste or by enrichment (complete elimination) in syrup. Further, at 24°C, complete elimination of S. enterica was achieved in date paste and syrup by 30 and 7 days, respectively. L. monocytogenes numbers decreased by 1.4, 4.4, and >4.6 log CFU/g in date paste stored at 4, 10, and 24°C for 90 days, respectively. In date syrup, numbers of L. monocytogenes decreased to undetectable levels by 50, 14, and 4 days at 4, 10, and 24°C, respectively, by direct plating and complete elimination was observed at 10 and 24°C by 50 and 30 days of storage, respectively. The initial pH values of date paste and syrup were 4.7 and 4.8, respectively, and remained stable until the end of storage except for L. monocytogenes-inoculated syrup. PRACTICAL APPLICATION: Salmonella enterica and Listeria monocytogenes can easily survive in date paste and syrup particularly at refrigerator temperature, which explains the necessity of preventing the contamination of date products with foodborne pathogens.
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  • 文章类型: Journal Article
    使用非致病性替代品的微生物挑战研究为验证低水分食品的基于热的病原体控制提供了一种实用的方法。因为相对热阻,或杀死率,沙门氏菌的屎肠球菌NRRLB-2354(非致病性替代品)受食物成分的影响很大,这项研究评估了脱脂奶粉(SMP)中的五菌株沙门氏菌鸡尾酒和屎肠球菌的相对耐热性,无乳糖脱脂奶粉(LSMP),90%乳分离蛋白(MPI),和乳糖粉(LP)。糖成分(乳糖与葡萄糖-半乳糖)对细菌幸存者复苏的影响,通过使用SMP和LSMP,也决心。用琼脂培养的培养物接种乳粉,混合,在0.25水活度(aw)下预平衡,地面实现均匀性,重新平衡,并进行等温处理。在非选择性差分介质上进行枚举后,对数线性和Bigelow模型通过一步全局回归拟合幸存者数据。通过使用未接种的,在升高的温度下评估aw变化和玻璃化转变温度,平衡的粉末样品。在SMP中,屎肠球菌的估计D90°C值大约是沙门氏菌的两倍(P<0.05),LP,MPI,但LSMP在统计学上相似(P>0.05)。向恢复培养基中添加糖不会影响经过热处理的SMP和LSMP的幸存者复苏,确认微生物灭活主要受热处理的影响,不是恢复步骤。仅在LP和MPI中观察到热诱导的aw变化,仅对SMP和MPI观察到玻璃化转变温度。总之,而不是总是需要比沙门氏菌更高的屎肠球菌杀伤力,这些研究结果表明,对低水分食品的足够的病原体控制也可以通过彻底记录屎肠球菌与沙门氏菌的适当杀伤比率来验证.
    Microbial challenge studies using nonpathogenic surrogates provide a practical means for validating thermally based pathogen controls for low-moisture foods. Because the relative thermal resistance, or kill ratio, of Enterococcus faecium NRRL B-2354 (a nonpathogenic surrogate) to Salmonella is greatly influenced by food composition, this study assessed relative thermal resistance of a five-strain Salmonella cocktail and E. faecium in skim milk powder (SMP), lactose-free skim milk powder (LSMP), 90% milk protein isolate (MPI), and lactose powder (LP). The impact of sugar composition (lactose versus glucose-galactose) on resuscitation of bacterial survivors, by using SMP and LSMP, was also determined. Dairy powders were inoculated with agar-grown cultures, mixed, preequilibrated at 0.25 water activity (aw), ground to achieve homogeneity, reequilibrated, and subjected to isothermal treatment. After enumeration on nonselective differential media, log-linear and Bigelow models were fit to the survivor data via one-step global regression. The aw changes and glass transition temperature were assessed at elevated temperatures by using uninoculated, equilibrated powder samples. Estimated D90°C-values were approximately two times higher for E. faecium (P < 0.05) than for Salmonella in SMP, LP, and MPI, but statistically similar (P > 0.05) in LSMP. Addition of sugars to recovery media did not influence survivor resuscitation from heat-treated SMP and LSMP, confirming that microbial inactivation was impacted primarily by the thermal treatment, not the recovery step. Thermally induced changes in aw were seen only for LP and MPI, with the glass transition temperature observed only for SMP and MPI. In conclusion, rather than always requiring greater lethality of E. faecium than Salmonella, these findings suggest that sufficient pathogen controls for low-moisture foods can also be validated by thoroughly documenting the appropriate kill ratios of E. faecium to Salmonella.
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  • 文章类型: Journal Article
    尽管各种研究已经研究了嗜盐真菌对盐水条件的渗透适应,只有少数人分析了在饱和NaCl浓度下发生的真菌机制。嗜盐曲霉是用于研究丝状真菌对高渗透压的分子适应的模型生物。首次采用了多组学方法(即,转录组学和代谢组学)用于比较饱和浓度(5.13MNaCl)与最佳盐度(1MNaCl)的sydowii。分析显示1,842个基因差异表达,其中704个基因过表达。大多数差异表达基因参与代谢和信号转导。基因本体论多尺度网络表明,ATP结合构成了主要的网络节点,与磷酸化信号转导直接相互作用,多糖代谢,和转移酶活性。在5.13MNaCl时,游离氨基酸显着减少,氨基酸代谢被重新编程。mRNA转录分析显示,在NaCl极度缺水的情况下,参与蛋氨酸和半胱氨酸生物合成的基因上调。没有发生膜脂肪酸组成的改变。上调基因参与高渗透压甘油信号转导通路,β-1,3-葡聚糖的生物合成,和跨膜离子转运蛋白。下调的基因与几丁质的合成有关,甘露糖,细胞壁蛋白,饥饿,信息素合成,和细胞周期。非编码RNA占总转录物的20%,其中7%分类为长非编码RNA(lncRNA)。42%和69%的总lncRNAs和RNA编码转录因子,分别,差异表达。网络分析显示差异表达的lncRNAs和编码转录因子的RNAs主要与代谢过程的调控有关,蛋白质磷酸化,蛋白激酶活性,和质膜组成。代谢组学分析显示,在饱和NaCl浓度下比在最佳盐度下更复杂和未知的代谢物。这项研究是首次尝试在NaCl(5.13M)极度缺水的情况下揭示子囊真菌的分子生态学。这项工作也代表了一项先驱研究,以研究lncRNAs和转录因子在嗜盐真菌对高NaCl胁迫的转录组反应中的重要性。
    Although various studies have investigated osmoadaptations of halophilic fungi to saline conditions, only few analyzed the fungal mechanisms occurring at saturated NaCl concentrations. Halophilic Aspergillus sydowii is a model organism for the study of molecular adaptations of filamentous fungi to hyperosmolarity. For the first time a multi-omics approach (i.e., transcriptomics and metabolomics) was used to compare A. sydowii at saturated concentration (5.13 M NaCl) to optimal salinity (1 M NaCl). Analysis revealed 1,842 genes differentially expressed of which 704 were overexpressed. Most differentially expressed genes were involved in metabolism and signal transduction. A gene ontology multi-scale network showed that ATP binding constituted the main network node with direct interactions to phosphorelay signal transduction, polysaccharide metabolism, and transferase activity. Free amino acids significantly decreased and amino acid metabolism was reprogrammed at 5.13 M NaCl. mRNA transcriptional analysis revealed upregulation of genes involved in methionine and cysteine biosynthesis at extreme water deprivation by NaCl. No modifications of membrane fatty acid composition occurred. Upregulated genes were involved in high-osmolarity glycerol signal transduction pathways, biosynthesis of β-1,3-glucans, and cross-membrane ion transporters. Downregulated genes were related to the synthesis of chitin, mannose, cell wall proteins, starvation, pheromone synthesis, and cell cycle. Non-coding RNAs represented the 20% of the total transcripts with 7% classified as long non-coding RNAs (lncRNAs). The 42% and 69% of the total lncRNAs and RNAs encoding transcription factors, respectively, were differentially expressed. A network analysis showed that differentially expressed lncRNAs and RNAs coding transcriptional factors were mainly related to the regulation of metabolic processes, protein phosphorylation, protein kinase activity, and plasma membrane composition. Metabolomic analyses revealed more complex and unknown metabolites at saturated NaCl concentration than at optimal salinity. This study is the first attempt to unravel the molecular ecology of an ascomycetous fungus at extreme water deprivation by NaCl (5.13 M). This work also represents a pioneer study to investigate the importance of lncRNAs and transcriptional factors in the transcriptomic response to high NaCl stress in halophilic fungi.
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  • 文章类型: Journal Article
    Injecting supercritical CO2 (scCO2) into basalt formations for long-term storage is a promising strategy for mitigating CO2 emissions. Mineral carbonation can result in permanent entrapment of CO2; however, carbonation kinetics in thin H2O films in humidified scCO2 is not well understood. We investigated forsterite (Mg2SiO4) carbonation to magnesite (MgCO3) via amorphous magnesium carbonate (AMC; MgCO3·xH2O, 0.5 < x < 1), with the goal to establish the fundamental controls on magnesite growth rates at low H2O activity and temperature. Experiments were conducted at 25, 40, and 50 °C in 90 bar CO2 with a H2O film thickness on forsterite that averaged 1.78 ± 0.05 monolayers. In situ infrared spectroscopy was used to monitor forsterite dissolution and the growth of AMC, magnesite, and amorphous SiO2 as a function of time. Geochemical kinetic modeling showed that magnesite was supersaturated by 2 to 3 orders of magnitude and grew according to a zero-order rate law. The results indicate that the main drivers for magnesite growth are sustained high supersaturation coupled with low H2O activity, a combination of thermodynamic conditions not attainable in bulk aqueous solution. This improved understanding of reaction kinetics can inform subsurface reactive transport models for better predictions of CO2 fate and transport.
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  • 文章类型: Journal Article
    使用烤炉作为微生物杀灭步骤应根据热灭活模型的结果进行验证。尽管传统的等温模型可能不适用于这些动态过程,它们被食品工业使用。先前的研究表明,额外的工艺条件的影响,比如湿度,在验证用于控制低水分食品中的微生物危害的热过程时,应考虑。在这项研究中,评估了考虑过程湿度的传统和改进的热灭活动力学模型的预测性能,以预测烘焙过程中多成分复合食品中屎肠球菌NRRLB-2354的灭活.配料(奶粉,蛋白粉,花生酱,和全麦面粉)分别接种以达到~6logCFU/g,平衡至0.25的水活度,然后混合形成饼干面团。对面团进行等温失活研究以获得传统的D-和z-值(n=63)。在一个单独的实验中,饼干在四个动态加热条件下烘烤:135°C,高湿度;135°C,低湿度;150°C,高湿度;和150°C,低湿度。过程湿度测量;产品核心的时间-温度曲线,表面,和大量空气;在六个停留时间(n=144)下收集四个条件下的微生物幸存者比率。传统的等温模型具有较高的均方根误差(RMSE)856.51logCFU/g,在这个过程中,明显高估了细菌的失活。考虑动态时间-温度曲线和过程湿度数据的修改模型是更好的预测指标,RMSE为0.55logCFU/g。这些结果表明在烘烤失活模型中考虑其他工艺参数的重要性,并且可以通过利用直接从工业规模实验数据获得的模型参数来改善模型性能。
    The use of baking ovens as a microbial kill step should be validated based on results of thermal inactivation models. Although traditional isothermal models may not be appropriate for these dynamic processes, they are being used by the food industry. Previous research indicates that the impact of additional process conditions, such as humidity, should be considered when validating thermal processes for the control of microbial hazards in low-moisture foods. In this study, the predictive performance of traditional and modified thermal inactivation kinetic models accounting for process humidity were assessed for predicting inactivation of Enterococcus faecium NRRL B-2354 in a multi-ingredient composite food during baking. Ingredients (milk powder, protein powder, peanut butter, and whole wheat flour) were individually inoculated to achieve ∼6 log CFU/g, equilibrated to a water activity of 0.25, and then mixed to form a cookie dough. An isothermal inactivation study was conducted for the dough to obtain traditional D- and z-values (n = 63). In a separate experiment, cookies were baked under four dynamic heating conditions: 135°C, high humidity; 135°C, low humidity; 150°C, high humidity; and 150°C, low humidity. Process humidity measurements; time-temperature profiles for the product core, surface, and bulk air; and microbial survivor ratios were collected for the four conditions at six residence times (n = 144). The traditional isothermal model had a high root mean square error (RMSE) of 856.51 log CFU/g, significantly overpredicting bacterial inactivation during the process. The modified model accounting for the dynamic time-temperature profile and process humidity data was a better predictor with an RMSE of 0.55 log CFU/g. These results indicate the importance of accounting for additional process parameters in baking inactivation models and that model performance can be improved by utilizing model parameters obtained directly from industrial-scale experimental data.
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