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  • 文章类型: Journal Article
    从微生物进行的生物过程的数学模型获得的模拟和预测没有被高估。机械模型带来了更好的过程理解和模拟不可测量变量的可能性。动态能量预算(DEB)模型是一种能量平衡,可以为任何生物体公式化,并且可以归类为结构化模型。在这项研究中,DEB模型用于描述大肠杆菌在分批反应器中在碳和氮底物限制条件下的生长。DEB模型提供了一种跟踪微生物细胞变化的可能性,包括它们的元素组成和在底物限制条件下不同生长阶段的一些重要细胞成分的含量,这使得它比Monod模型更有信息。该模型可以用作Monod类模型和基于通量的方法之间的最佳选择。关键点:•DEB模型可用于捕获大肠杆菌的元素组成的变化•细菌分批培养生长阶段可由DEB模型解释•与基于Monod的模型相比,DEB模型的信息量更大。
    The simulations and predictions obtained from mathematical models of bioprocesses conducted by microorganisms are not overvalued. Mechanistic models are bringing a better process understanding and the possibility of simulating unmeasurable variables. The Dynamic Energy Budget (DEB) model is an energy balance that can be formulated for any living organism and can be classified as a structured model. In this study, the DEB model was used to describe E. coli growth in a batch reactor in carbon and nitrogen substrate limitation conditions. The DEB model provides a possibility to follow the changes in the microbes\' cells including their elemental composition and content of some important cell ingredients in different growth phases in substrate limitation conditions which makes it more informative compared to Monod\'s model. The model can be used as an optimal choice between Monod-like models and flux-based approaches. KEY POINTS: • The DEB model can be used to catch changes in elemental composition of E. coli • Bacteria batch culture growth phases can be explained by the DEB model • The DEB model is more informative compared to Monod\'s based models.
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  • 文章类型: Journal Article
    蛹虫草,一种富含虫草素的药用真菌,在治疗癌症等疾病方面显示出希望,呼吸问题,和COVID-19。这项研究考察了不同台湾水稻品种对其固态发酵的影响,重点优化虫草素生产。结果表明,虫草素的产量确实受到所用水稻类型的影响。就子实体而言,胚芽水稻产量最高(13.1±0.36毫克/克),其次是糙米(11.9±0.26mg/g)。在水稻培养基(RCM)中,糙米产量最高(4.77±0.06mg/g)。使用气相色谱-质谱和非靶向代谢组学,该研究确定了与虫草素相关的四种关键挥发性成分,为开发功能性米粥产品提供见解。这些发现对于推进虫草素的大规模生产和为老年人提供饮食选择具有重要意义。
    Cordyceps militaris, a medicinal fungus rich in cordycepin, shows promise in treating diseases such as cancer, respiratory issues, and COVID-19. This study examines the impact of different Taiwanese rice varieties on its solid-state fermentation, focusing on optimizing cordycepin production. The results indicated that the cordycepin yield was indeed affected by the type of rice used. In terms of the fruiting bodies, germ rice resulted in the highest yield (13.1 ± 0.36 mg/g), followed by brown rice (11.9 ± 0.26 mg/g). In the rice culture medium (RCM), brown rice led to the highest yield (4.77 ± 0.06 mg/g). Using gas chromatography-mass spectrometry and untargeted metabolomics, the study identifies four key volatile components linked to cordycepin, providing insights into developing functional rice porridge products. These findings are significant for advancing cordycepin mass production and offering dietary options for older individuals.
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  • 文章类型: Journal Article
    这项研究调查了内生真菌产生紫杉醇(Taxol®)的潜力,广泛用于化疗的一种有效的抗癌化合物。这项研究旨在确定,确认,并表征能够产生紫杉醇(PTX)的内生真菌并评估其紫杉醇产量。此外,探讨紫杉醇生产的影响因素。从红蒿根中收集并鉴定了100株内生真菌。在分离的内生真菌中,烟曲霉的PTX产量最高(26.373μgL-1)。该菌株被鉴定为A.fumigatiaffinis(登录号。PP235788.1)。分子鉴定证实了它的新颖性,代表A.fumigatiaffinis的PTX生产的第一份报告,紫蒿的一种内生菌。通过全因子实验设计(DOE)和响应面法(RSM)进行优化,在pH8.0,150μgL-1的最佳条件下,从1g真菌培养物的干重将PTX产量显着提高到110.23μgL-1补充酶,在马铃薯葡萄糖肉汤中发酵18天。使用薄层色谱法确认紫杉醇的存在,高效液相色谱法,和气相色谱-质谱法。这些发现最大限度地发挥了内生真菌产生次级代谢产物的作用,该代谢产物可能能够替代化学产生的PTX,并提供了在高浓度下提供可持续的PTX生态友好来源的机会。关键词:•内生真菌,比如熏蒸,显示出环保紫杉醇生产的希望•优化策略显着提高紫杉醇产量,达到110.23μgL-1•分子鉴定证实了新颖性,提供可持续的PTX来源。
    This study investigated the potential of endophytic fungi to produce paclitaxel (Taxol®), a potent anticancer compound widely employed in chemotherapy. This research aimed to identify, confirm, and characterize endophytic fungi capable of paclitaxel (PTX) production and assess their paclitaxel yield. Additionally, it aimed to investigate factors influencing paclitaxel production. A total of 100 endophytic fungal isolates were collected and identified from the roots of Artemisia judaica. Aspergillus fumigatiaffinis exhibited the highest PTX production (26.373 μg L-1) among the isolated endophytic fungi. The strain was identified as A. fumigatiaffinis (Accession No. PP235788.1). Molecular identification confirmed its novelty, representing the first report of PTX production by A. fumigatiaffinis, an endophyte of Artemisia judaica. Optimization through full factorial design of experiments (DOE) and response surface methodology (RSM) significantly enhanced PTX production to 110.23 μg L-1 from 1 g of dry weight of the fungal culture under optimal conditions of pH 8.0, 150 μg L-1 becozyme supplementation, and 18 days of fermentation in potato dextrose broth. The presence of paclitaxel was confirmed using thin layer chromatography, high performance liquid chromatography, and gas chromatography-mass spectrometry. These findings maximize the role of endophytic fungus to produce a secondary metabolite that might be able to replace the chemically produced PTX and gives an opportunity to provide a sustainable source of PTX eco-friendly at high concentrations. KEY POINTS: • Endophytic fungi, like A. fumigatiaffinis, show promise for eco-friendly paclitaxel production • Optimization strategies boost paclitaxel yield significantly, reaching 110.23 μg L -1 • Molecular identification confirms novelty, offering a sustainable PTX source.
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  • 文章类型: Journal Article
    双调蛋白(AR)是一种类似于表皮生长因子(EGF)的生长因子,在不同的细胞中发挥各种功能。然而,目前尚无关于AR在人卵母细胞中的作用的系统研究或报道.本研究旨在探讨人未成熟卵母细胞在体外成熟(IVM)和体外受精(IVF)过程中的AR在实现更好的胚胎发育中的作用,并为开发卵丘卵母细胞复合物(COCs)特异性的授精前培养基提供依据。
    首先,我们检测了接受常规IVF的患者卵泡液中AR的浓度,并探讨了AR水平与卵母细胞成熟和随后的胚胎发育之间的相关性.第二,将AR添加到IVM培养基中培养未成熟卵母细胞,并研究AR是否可以改善IVM的作用。最后,我们率先使用补充AR的受精培养基进行COC的授精前培养,以探索AR的参与是否可以促进IVF卵母细胞的成熟和受精,以及随后的胚胎发育。
    共检查了609个FF样品,AR水平与囊胚形成呈正相关。在我们的IVM研究中,未成熟卵母细胞的发育潜力和IVM率,以及添加AR组的IVM卵母细胞的受精率,与对照组比较,差异均有统计学意义(均P<0.05)。只有IVM-50组的囊胚形成率明显高于对照组(P<0.05)。在最后的试管婴儿研究中,成熟,受精,高质量的胚胎,囊胚形成,添加AR组的囊胚率均显著高于对照组(均P<0.05)。
    FF中的AR水平与胚泡形成呈正相关,和AR参与COCs的授精前培养可以有效改善IVF的实验室结局。此外,最佳浓度为50ng/ml时,AR可直接促进人未成熟卵母细胞的体外成熟和发育潜能。
    UNASSIGNED: Amphiregulin (AR) is a growth factor that resembles the epidermal growth factor (EGF) and serves various functions in different cells. However, no systematic studies or reports on the role of AR in human oocytes have currently been performed or reported. This study aimed to explore the role of AR in human immature oocytes during in vitro maturation (IVM) and in vitro fertilization (IVF) in achieving better embryonic development and to provide a basis for the development of a pre-insemination culture medium specific for cumulus oocyte complexes (COCs).
    UNASSIGNED: First, we examined the concentration of AR in the follicular fluid (FF) of patients who underwent routine IVF and explored the correlation between AR levels and oocyte maturation and subsequent embryonic development. Second, AR was added to the IVM medium to culture immature oocytes and investigate whether AR could improve the effects of IVM. Finally, we pioneered the use of a fertilization medium supplemented with AR for the pre-insemination culture of COCs to explore whether the involvement of AR can promote the maturation and fertilization of IVF oocytes, as well as subsequent embryonic development.
    UNASSIGNED: A total of 609 FF samples were examined, and a positive correlation between AR levels and blastocyst formation was observed. In our IVM study, the development potential and IVM rate of immature oocytes, as well as the fertilization rate of IVM oocytes in the AR-added groups, were ameliorated significantly compared to the control group (All P < 0.05). Only the IVM-50 group had a significantly higher blastocyst formation rate than the control group (P < 0.05). In the final IVF study, the maturation, fertilization, high-quality embryo, blastocyst formation, and high-quality blastocyst rates of the AR-added group were significantly higher than those of the control group (All P < 0.05).
    UNASSIGNED: AR levels in the FF positively correlated with blastocyst formation, and AR involvement in pre-insemination cultures of COCs can effectively improve laboratory outcomes in IVF. Furthermore, AR can directly promote the in vitro maturation and developmental potential of human immature oocytes at an optimal concentration of 50 ng/ml.
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  • 文章类型: Journal Article
    背景:干细胞衍生疗法具有治疗再生临床适应症的潜力。静态培养具有有限的放大能力,因此限制了其使用。悬浮培养可用于大量生产靶细胞,但也提出了与压力和聚集稳定性相关的挑战。
    方法:在垂直轮式生物反应器中利用实验设计(DoE)方法,我们评估了具有多种特性的介质添加剂。评估的添加剂是肝素钠盐(HS),聚乙二醇(PEG),聚乙烯醇(PVA),PluronicF68和硫酸葡聚糖(DS)。选择多个响应变量来评估细胞生长,响应于添加剂输入的多能性维持和聚集体稳定性,和数学模型被生成和调整为最大预测能力。
    结果:在19种不同的培养基组合上使用100ml立式轮生物反应器测定4天扩增iPSC,从而产生可以优化多能性的模型,稳定性,和扩张。扩展优化导致了PA的组合,PVA和PEG与E8。该混合物导致比单独的E8短40%的膨胀倍增时间。多能性优化器强调了向E8培养基中添加1%PEG的重要性。使3D培养中的聚集体融合最小化的聚集体稳定性优化表明肝素和PEG两者的相互作用可以限制聚集以及增加hiPSC的维持能力和扩增。表明控制融合是扩展和维护的关键参数。在生物反应器中以40RPM的速度降低的两种细胞系上验证优化的解决方案,显示了对具有高频率的OCT4和S0X2的多能性标记物(>90%)的聚集体的一致性和延长的控制。在优化培养基中作为团块传代后,维持约1-1.4天的倍增时间。控制聚集体融合允许生物反应器速度降低,因此在大规模扩增中施加在细胞上的剪切应力降低。
    结论:本研究控制了悬浮培养物中的聚集体大小,同时告知iPSC状态的伴随状态控制。这种方法的更广泛的应用可以解决培养基优化复杂性和生物反应器放大的挑战。
    BACKGROUND: Stem cell-derived therapies hold the potential for treatment of regenerative clinical indications. Static culture has a limited ability to scale up thus restricting its use. Suspension culturing can be used to produce target cells in large quantities, but also presents challenges related to stress and aggregation stability.
    METHODS: Utilizing a design of experiments (DoE) approach in vertical wheel bioreactors, we evaluated media additives that have versatile properties. The additives evaluated are Heparin sodium salt (HS), polyethylene glycol (PEG), poly (vinyl alcohol) (PVA), Pluronic F68 and dextran sulfate (DS). Multiple response variables were chosen to assess cell growth, pluripotency maintenance and aggregate stability in response to the additive inputs, and mathematical models were generated and tuned for maximal predictive power.
    RESULTS: Expansion of iPSCs using 100 ml vertical wheel bioreactor assay for 4 days on 19 different media combinations resulted in models that can optimize pluripotency, stability, and expansion. The expansion optimization resulted in the combination of PA, PVA and PEG with E8. This mixture resulted in an expansion doubling time that was 40% shorter than that of E8 alone. Pluripotency optimizer highlighted the importance of adding 1% PEG to the E8 medium. Aggregate stability optimization that minimizes aggregate fusion in 3D culture indicated that the interaction of both Heparin and PEG can limit aggregation as well as increase the maintenance capacity and expansion of hiPSCs, suggesting that controlling fusion is a critical parameter for expansion and maintenance. Validation of optimized solution on two cell lines in bioreactors with decreased speed of 40 RPM, showed consistency and prolonged control over aggregates that have high frequency of pluripotency markers of OCT4 and SOX2 (> 90%). A doubling time of around 1-1.4 days was maintained after passaging as clumps in the optimized medium. Controlling aggregate fusion allowed for a decrease in bioreactor speed and therefore shear stress exerted on the cells in a large-scale expansion.
    CONCLUSIONS: This study resulted in a control of aggregate size within suspension cultures, while informing about concomitant state control of the iPSC state. Wider application of this approach can address media optimization complexity and bioreactor scale-up challenges.
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  • 文章类型: Journal Article
    本章概述了使用ExpiSf™表达系统的工作流程,该系统设计用于高密度感染悬浮ExpiSf9™细胞。该系统利用化学定义,无血清,无蛋白质,和无动物来源的培养基,使其适用于重组蛋白表达实验。ExpiSf™化学成分确定的培养基允许在同一培养基中直接进行有效转染和杆状病毒生产。ExpiSf™Expression系统入门套件提供所有必要的组件,包括细胞,培养基,以及感染一(1)升细胞培养物所需的试剂。该系统的多功能性和动物来源自由的性质使其成为各种蛋白质表达研究和生物技术应用的有价值的工具。
    This chapter outlines the workflow using the ExpiSf™ Expression System designed for high-density infection of suspension ExpiSf9™ cells. The system utilizes a chemically defined, serum-free, protein-free, and animal origin free medium, making it suitable for recombinant protein expression experiments. The ExpiSf™ chemically defined medium allows efficient transfection and baculovirus production directly within the same culture medium. The ExpiSf™ Expression System Starter Kit provides all necessary components, including cells, culture medium, and reagents needed to infect one (1) liter of cell culture. The system\'s versatility and animal origin free nature make it a valuable tool for various protein expression studies and biotechnological applications.
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  • 文章类型: Journal Article
    黄粘球菌利用多磷酸激酶1(Ppk1)合成多磷酸盐(polyPs),并利用外多聚磷酸酶降解短链和长链polyPs,分别为Ppx1和Ppx2。黄花M.polyP:AMP磷酸转移酶(Pap)从AMP和polyPs产生ADP。细胞内polyP浓度升高诱导Pap表达。黄体分枝杆菌在固定阶段合成了polyPs;ppk1突变体在固定阶段后比野生型菌株死亡更早。此外,在磷酸盐饥饿的培养基中培养的M.xanthus细胞,H2O2补充培养基,或缺乏氨基酸的培养基在孵育6小时后将细胞内polyP水平提高了6至9倍。然而,ppk1和ppx2突变体在缺乏磷酸盐的培养基和补充H2O2的培养基中的生长与野生型菌株没有显着差异,在饥饿条件下,子实体形成和孢子形成也没有显着差异。在开发过程中,在野生型中没有观察到腺苷酸能量电荷(AEC)值的差异,ppk1突变体,和pap突变株直到发育的第二天。然而,第3天后,与野生型菌株相比,ppk1和pap突变体具有较低的ADP比率和较高的AMP比率,结果,这些突变体的AEC值低于野生型菌株。营养培养基中ppk1和pap突变体的孢子比野生型菌株的孢子发芽晚。这些结果表明,发育过程中产生的polyP可能通过Pap将AMP转化为ADP,在孢子的细胞能量稳态中起重要作用。
    Myxococcus xanthus synthesizes polyphosphates (polyPs) with polyphosphate kinase 1 (Ppk1) and degrades short- and long-chain polyPs with the exopolyphosphatases, Ppx1 and Ppx2, respectively. M. xanthus polyP:AMP phosphotransferase (Pap) generates ADP from AMP and polyPs. Pap expression is induced by an elevation in intracellular polyP concentration. M. xanthus synthesized polyPs during the stationary phase; the ppk1 mutant died earlier than the wild-type strain after the stationary phase. In addition, M. xanthus cells cultured in phosphate-starved medium, H2O2-supplemented medium, or amino acid-deficient medium increased the intracellular polyP levels by six- to ninefold after 6 h of incubation. However, the growth of ppk1 and ppx2 mutants in phosphate-starved medium and H2O2-supplemented medium was not significantly different from that of wild-type strain, nor was there a significant difference in fruiting body formation and sporulation in starvation condition. During development, no difference was observed in the adenylate energy charge (AEC) values in the wild-type, ppk1 mutant, and pap mutant strains until the second day of development. However, after day 3, the ppk1 and pap mutants had a lower ADP ratio and a higher AMP ratio compared to wild-type strain, and as a result, the AEC values of these mutants were lower than those of the wild-type strain. Spores of ppk1 and pap mutants in the nutrient medium germinated later than those of the wild-type strain. These results suggested that polyPs produced during development may play an important role in cellular energy homeostasis of the spores by being used to convert AMP to ADP via Pap.
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  • 文章类型: Journal Article
    Introduction.尿路感染(UTI)微生物学诊断的金标准方法学缺失,导致结果解释和处理方法的标准不够标准化,特别是孵化时间和培养基。假说。48小时的孵育时间和使用血琼脂显着增强了分离的微生物的敏感性。瞄准.为了确定血液琼脂和华晨UTI显色琼脂的敏感性,孵育不同时期(24-48小时),用于检测尿液培养阳性。方法论。在培养基和孵育时间的所有可能组合之间进行比较。作为黄金标准参考,我们使用了实验室的常规方法,这包括事先用可用的临床数据进行筛查,流式细胞术,沉积物分析和/或革兰氏染色。然后将筛选的样品在血琼脂和显色琼脂上培养并孵育48小时。此外,根据革兰氏染色的结果,在选定的病例中加入了额外的培养基.结果。显色琼脂培养24小时和血琼脂培养48小时之间的差异最大,后一种方法允许回收10.14%以上的微生物(P<0.0001)。此外,证明了进行革兰氏染色指导加工的价值,因为它避免了至少5.14%的分离株的损失。Conclusions.至少在泌尿科和肾病患者中,由于尿液培养物的诊断敏感性的提高,必须包括富集的培养基(血琼脂)或延长孵育时间。革兰氏染色还可以帮助检测挑剔的微生物或混合感染的存在,表明是否应包括丰富和/或选择性培养基以增强培养物的诊断敏感性。如果不遵循这种方法,应该指出的是,除了挑剔的物种,挑剔的大肠杆菌菌株,变形杆菌,铜绿假单胞菌和嗜麦芽窄食单胞菌也将被遗漏。
    Introduction. The absence of a gold-standard methodology for the microbiological diagnosis of urinary tract infections (UTI) has led to insufficient standardization of criteria for the interpretation of results and processing methods, particularly incubation time and culture media.Hypothesis. 48-hour incubation time period and use of blood agar enhances the sensitivity of microorganisms isolated significantly.Aim. To determine the sensitivity of blood agar and Brilliance UTI chromogenic agar, incubating for different periods (24-48 hours), for the detection of positive urine cultures.Methodoloy. Comparisons were made between all possible combinations of media and incubation times. As the gold-standard reference, we used the routine methodology of our laboratory, which involves prior screening with available clinical data, flow cytometry, sediment analysis and/or Gram staining. Screened samples were then cultured on blood agar and chromogenic agar and incubated for 48 hours. Also, based on the results of Gram staining, additional media were added in selected cases.Results. The most significant difference was found between chromogenic agar incubated for 24 hours and blood agar incubated for 48 hours, with the latter method allowing the recovery of 10.14 % more microorganisms (P < 0.0001). Furthermore, the value of performing Gram staining to guide processing was demonstrated, as it avoided the loss of at least 5.14 % of isolates.Conclusions. At least in urological and nephrological patients it is essential to include enriched culture media (blood agar) or to extend the incubation times due to the improvement of the diagnostic sensitivity of urine cultures. Gram staining also can help detect the presence of fastidious microorganisms or mixed infections, indicating whether rich and/or selective media should be included to enhance the diagnostic sensitivity of cultures. If this methodology is not followed, it should be noted that besides fastidious species, fastidious strains of Escherichia coli, Proteus mirabilis, Pseudomonas aerugniosa and Stenotrophomonas maltophilia will also be missed.
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  • 文章类型: Journal Article
    先前的研究已经在家蚕的昆虫细胞培养物中建立了抗凋亡作用(B.mori)血淋巴,以及在补充了这种血淋巴的培养基中培养的昆虫细胞中,杆状病毒载体促进了重组蛋白的产量提高。在这项研究中,我们调查了另一种鳞翅目的血淋巴,Trichopulsiani(T.ni),并且在补充有这种天然物质的培养基中培养的昆虫细胞中观察到类似的有益效果。我们观察到产量(大约1.5倍高)和感染后晚期细胞活力(30-40%高)的增强。来自B.mori(SP2Bm)的储存蛋白2先前已被鉴定为丰富的血淋巴蛋白之一,可能负责使用补充了B.mori血淋巴的细胞培养基后观察到的有益作用。通过使用双杆状病毒载体,将SP2Bm蛋白与GFP蛋白共表达,与仅表达GFP的杆状病毒载体相比,我们实现了报告蛋白产量的三倍增加。这项研究强调了来自各种鳞翅目物种的血淋巴蛋白作为增加杆状病毒载体生产力的生物技术工具的潜力。无论是用作细胞培养基中的天然补充剂还是用作由杆状病毒载体共表达的血淋巴来源的重组蛋白。
    Prior research has established the anti-apoptotic effects in insect cell cultures of Bombyx mori (B. mori) hemolymph, as well as the heightened production yields of recombinant proteins facilitated by baculovirus vectors in insect cells cultivated in media supplemented with this hemolymph. In this study, we investigated the hemolymph of another Lepidoptera species, Trichoplusia ni (T. ni), and observed similar beneficial effects in insect cells cultivated in media supplemented with this natural substance. We observed enhancements in both production yield (approximately 1.5 times higher) and late-stage cell viabilities post-infection (30-40% higher). Storage-protein 2 from B. mori (SP2Bm) has previously been identified as one of the abundant hemolymph proteins potentially responsible for the beneficial effects observed after the use of B. mori hemolymph-supplemented cell culture media. By employing a dual baculovirus vector that co-expresses the SP2Bm protein alongside the GFP protein, we achieved a threefold increase in reporter protein production compared to a baculovirus vector expressing GFP alone. This study underscores the potential of hemolymph proteins sourced from various Lepidoptera species as biotechnological tools to augment baculovirus vector productivities, whether utilized as natural supplements in cell culture media or as hemolymph-derived recombinant proteins co-expressed by baculovirus vectors.
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  • 文章类型: Journal Article
    菌株氧化葡糖杆菌LMG1385用于将粗甘油生物转化为二羟基丙酮。确定了补料分批培养物用于生产二羟基丙酮的适用性,并检查了培养基的pH值和甘油的初始浓度对最大化二羟基丙酮的浓度以及对通过生物转化获得二羟基丙酮的产量和速度的影响。过程中底物(粗甘油)的进料策略基于测量培养基的溶解氧张力。当粗甘油的初始浓度为S0=70.0g·L-1且底物的pH保持在5.0水平时,获得了最高浓度的二羟基丙酮PK=175.8g·L-1和最高产率YP/Sw=94.3%。
    The strain Gluconobacter oxydans LMG 1385 was used for the bioconversion of crude glycerol to dihydroxyacetone. The suitability of fed-batch cultures for the production of dihydroxyacetone was determined, and the influence of the pH of the culture medium and the initial concentration of glycerol on maximizing the concentration of dihydroxyacetone and on the yield and speed of obtaining dihydroxyacetone by bioconversion was examined. The feeding strategy of the substrate (crude glycerol) during the process was based on measuring the dissolved oxygen tension of the culture medium. The highest concentration of dihydroxyacetone PK = 175.8 g·L-1 and the highest yield YP/Sw = 94.3% were obtained when the initial concentration of crude glycerol was S0 = 70.0 g·L-1 and the pH of the substrate was maintained during the process at level 5.0.
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