pellet

颗粒
  • 文章类型: Journal Article
    亚历山大鹦鹉(Palaeorniseupatria),也被称为亚历山大鹦鹉,是世界上极度濒危物种和国家二级保护动物。目前对圈养的亚历山大鹦鹉的肠道微生物组和代谢组的知识有限。在目前的研究中,我们使用16S基因测序和液相色谱-串联质谱(LC-MS/MS)表征了颗粒饲喂对亚历山大鹦鹉肠道微生物组和代谢组的影响。在交叉研究中使用总共12只Alexandrine鹦鹉,每个周期10天。结果表明,颗粒饲喂的饮食变化不会影响肠道菌群的α指数。蓝细菌,板突菌和变形杆菌是亚历山大鹦鹉肠道中的主要细菌门,而食蟹菌最高。饮食的变化显着增加了放线菌的相对丰度,并减少了螺旋藻。梭菌的相对丰度随颗粒饲喂而增加。在属水平上,对照组和颗粒喂养组之间未观察到治疗效果。基于直系同源基因簇(COG)数据库的成果注解,颗粒饲喂的饮食变化显着增加了编码细胞外结构以及脂质运输和代谢的基因的相对丰度。代谢组学分析结合富集分析显示,饮食改变改变了肠道代谢产物的浓度以及代谢模式,并显著影响参与异黄酮生物合成的粪便代谢物的浓度,类黄酮生物合成,核苷酸代谢等。总之,颗粒饲喂的饮食变化在一定程度上影响了肠道微生物组成和代谢产物。目前的研究结果与Alexandrine鹦鹉的健康和潜在的动物共患病的相关性需要进一步探索。
    The Alexandrine parakeet (Palaeornis eupatria), also known as the Alexandrine parrot, is a critically endangered species in the world and a national second class protected animal. Current knowledge on gut microbiome and metabolome of captive Alexandrine parrots is limited. In the current study, we characterized the effect of dietary change with pellet feeding on the gut microbiome and metaboliome in Alexandrine parrots using 16S gene sequencing and liquid chromatography with tandem mass spectrometry (LC-MS/MS). Total of 12 Alexandrine parrots were used in a cross-over study with each period for 10 days. The results showed that dietary change with pellet feeding did not affect alpha indices of gut microbiota. Cyanobacteria, Firmicutes and Proteobacteria were the predominant bacterial phyla in the gut of Alexandrine parrot with Cynobacteria being the highest. Change of diet significantly increased the relative abundance of Actinobacteria and decreased Spirochaetota. The relative abundance of Fusobacteriota tended to increase with pellet feeding. No treatment effects were observed between the control and pellet feeding groups at the genus level. Based on the annotation results from Clusters of Orthologous Genes (COG) database, dietary change with pellet feeding significantly increased the relative abundance of genes coding for extracellular structures and lipid transport and metabolism. Metabolomics analysis combined with enrichment analysis revealed that dietary change altered the concentrations of gut metabolites as well as the metabolic pattern, and significantly affected the concentrations of fecal metabolites involved in isoflavonoid biosynthesis, flavonoid biosynthesis, nucleotide metabolism etc. In summary, dietary changes with pellet feeding affected the gut microbial composition and metabolites to some extent. The relevance of current findings to Alexandrine parrots\' health and potential zoonosis need further exploring.
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  • 文章类型: Journal Article
    背景:丝状真菌被用作工业细胞工厂,以生产多种蛋白质组合,有机酸,和深层发酵中的次生代谢产物。产生优化的菌株,以获得最大的产品滴度依赖于复杂的相互作用的分子,细胞,形态学,和尚未完全理解的宏观形态因素。
    结果:在这项研究中,我们在产生蛋白的子囊菌黑曲霉中产生了六个条件表达突变体,并将它们用作工具来逆向工程影响淹没生长过程中总分泌蛋白的因子。通过利用基因共表达网络数据,我们生物信息学预测了六种形态和生产力相关的形态和生产力,并使用CRISPR-Cas基因组编辑将它们置于有条件的Tet-on基因开关的控制下。在滴定形态发生基因表达后,在固体和液体培养基上对菌株进行表型筛选。生成增长率的定量测量,丝状形态,对各种非生物扰动的响应,淹没宏观形态的欧几里得参数,和总分泌蛋白。这些数据被构建成多元线性回归模型,确定热应激下的径向生长速率和适应度与蛋白质滴度呈正相关。相比之下,浸没颗粒的直径和细胞壁完整性与生产率呈负相关。值得注意的是,我们的模型预测超过60%的黑曲霉分泌蛋白滴度的变异取决于这四个变量,这表明它们在生产力中起着至关重要的作用,并且是未来工程计划中的高优先级过程。此外,这项研究表明,黑曲霉dlpA和crzA基因是提高发酵过程中蛋白质滴度的新线索。
    结论:综合起来,这项研究已经确定了几种潜在的遗传线索,以最大化蛋白质滴度,在中试发酵研究期间交付了一套具有用户可控宏观形态的底盘菌株,并量化了影响黑曲霉分泌蛋白滴度的四个关键因素。
    BACKGROUND: Filamentous fungi are used as industrial cell factories to produce a diverse portfolio of proteins, organic acids, and secondary metabolites in submerged fermentation. Generating optimized strains for maximum product titres relies on a complex interplay of molecular, cellular, morphological, and macromorphological factors that are not yet fully understood.
    RESULTS: In this study, we generate six conditional expression mutants in the protein producing ascomycete Aspergillus niger and use them as tools to reverse engineer factors which impact total secreted protein during submerged growth. By harnessing gene coexpression network data, we bioinformatically predicted six morphology and productivity associated \'morphogenes\', and placed them under control of a conditional Tet-on gene switch using CRISPR-Cas genome editing. Strains were phenotypically screened on solid and liquid media following titration of morphogene expression, generating quantitative measurements of growth rate, filamentous morphology, response to various abiotic perturbations, Euclidean parameters of submerged macromorphologies, and total secreted protein. These data were built into a multiple linear regression model, which identified radial growth rate and fitness under heat stress as positively correlated with protein titres. In contrast, diameter of submerged pellets and cell wall integrity were negatively associated with productivity. Remarkably, our model predicts over 60% of variation in A. niger secreted protein titres is dependent on these four variables, suggesting that they play crucial roles in productivity and are high priority processes to be targeted in future engineering programs. Additionally, this study suggests A. niger dlpA and crzA genes are promising new leads for enhancing protein titres during fermentation.
    CONCLUSIONS: Taken together this study has identified several potential genetic leads for maximizing protein titres, delivered a suite of chassis strains with user controllable macromorphologies during pilot fermentation studies, and has quantified four crucial factors which impact secreted protein titres in A. niger.
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  • 文章类型: Journal Article
    使用丝状真菌细胞工厂的浸没发酵用于生产多种有用分子,包括食物,药物,酶,和平台化学品。根据菌株背景和非生物培养条件,在发酵过程中形成不同的宏观形态,从分散的菌丝碎片到直径几毫米的近似球形颗粒。已知这些宏观形态对生物反应器的产物滴度和流变性能具有关键影响。在不同的宏观形态环境中进行试点生产力筛选在技术上具有挑战性,耗时,因此对实现最大产品效价有显著的限制。为了解决这个瓶颈,我们开发了一个条件表达突变体库,蛋白质,和次生代谢细胞工厂黑曲霉。通过CRISPR-Cas9将发酵过程中转录的13种形态相关基因置于合成的Tet-on基因开关的控制下。淹没生长的定量分析表明,这些菌株具有独特且可滴定的宏观形态,可在菌株工程计划中用作底盘。我们还使用该库作为工具来量化颗粒形成如何与菌株适应性和丝状生长相关联。使用多元线性回归模型,我们预测颗粒的形成在很大程度上取决于应变适应性,而颗粒欧几里得参数取决于适应度和菌丝分枝。最后,我们已经证明,假定的激酶编码基因pkh2的条件表达可以解耦适应度,干重,颗粒宏观形态,和文化异质性。我们假设,对该基因产物及其嵌入的细胞壁完整性途径的进一步分析将使将来对黑曲霉的宏观形态进行更精确的工程改造。
    Submerged fermentation using filamentous fungal cell factories is used to produce a diverse portfolio of useful molecules, including food, medicines, enzymes, and platform chemicals. Depending on strain background and abiotic culture conditions, different macromorphologies are formed during fermentation, ranging from dispersed hyphal fragments to approximately spherical pellets several millimetres in diameter. These macromorphologies are known to have a critical impact on product titres and rheological performance of the bioreactor. Pilot productivity screens in different macromorphological contexts is technically challenging, time consuming, and thus a significant limitation to achieving maximum product titres. To address this bottleneck, we developed a library of conditional expression mutants in the organic, protein, and secondary metabolite cell factory Aspergillus niger. Thirteen morphology-associated genes transcribed during fermentation were placed via CRISPR-Cas9 under control of a synthetic Tet-on gene switch. Quantitative analysis of submerged growth reveals that these strains have distinct and titratable macromorphologies for use as chassis during strain engineering programs. We also used this library as a tool to quantify how pellet formation is connected with strain fitness and filamentous growth. Using multiple linear regression modelling, we predict that pellet formation is dependent largely on strain fitness, whereas pellet Euclidian parameters depend on fitness and hyphal branching. Finally, we have shown that conditional expression of the putative kinase encoding gene pkh2 can decouple fitness, dry weight, pellet macromorphology, and culture heterogeneity. We hypothesize that further analysis of this gene product and the cell wall integrity pathway in which it is embedded will enable more precise engineering of A. niger macromorphology in future.
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  • 文章类型: Journal Article
    这项研究旨在确定在对生长的山羊进行的现场和农场试验中,完整颗粒饲料对动物性能的影响。
    用40%的粗饲料(稻草)和60%的浓缩物[大米抛光剂(50%)开发了完整的颗粒饲料,玉米压榨(16%),豆粕(20%),糖蜜(10%),盐(2%),磷酸二钙(1%),维生素矿物质预混物(0.5%),和颗粒粘合剂(0.5%)]用于商业山羊生产,并且在研究站和农民验证水平上进行了研究试验。
    在摊位饲养条件下,开发的完整颗粒饲料对山羊生产的影响的实验结果表明,饲喂完整颗粒饲料有助于增加山羊的每日体重增加(36.96和52.46克,分别)与传统的半密集喂养(17.76gm)相比,山羊的身体状况评分显着(p<0.05)更好。颗粒饲喂组的饲料转化率(5.7)明显低于不使用颗粒饲料的其他组(8.32和8.03)。与其他组(分别为BDT203.85和BDT214.74)相比,在颗粒饲喂组(BDT124.22)中还观察到每千克增重的饲料价格显著(p<0.05)更低。
    结果表明,在摊位饲养条件下,完整的颗粒饲料可以更经济地用于商业山羊生产,与传统草相比,农民可以受益约40%,尿素糖蜜秸秆,和基于浓缩物的喂养系统。
    UNASSIGNED: This study aimed to identify the effect of complete pellet feed on animal performances in both on-station and on-farm trials conducted on growing goats.
    UNASSIGNED: A complete pellet feed was developed with 40% roughage (rice straw) and 60% concentrate [rice polish (50%), maize crush (16%), soybean meal (20%), molasses (10%), salt (2%), Dicalcium Phosphate (1%), vitamin-mineral premix (0.5%), and pellet binder (0.5%)] for commercial goat production and the research trial was carried out on the research station and on the farmers\' validation level.
    UNASSIGNED: The results of the experiment on the effect of the developed complete pellet feed on goat production under stall feeding condition demonstrated that feeding complete pellet feeds helped in increasing the daily body weight gain of goats (36.96 and 52.46 gm, respectively) compared to traditional semi-intensive feeding (17.76 gm) with significantly (p < 0.05) better body condition score of goats. Feed Conversion Ratio was considerably lower (5.7) in the pellet feeding group than in the other groups where no pellet feed was used (8.32 and 8.03). Significantly (p < 0.05) lower feed price per kg weight gain was also observed in the pellet feeding group (BDT 124.22) compared to other groups (BDT 203.85 and BDT 214.74, respectively).
    UNASSIGNED: The results suggest that complete pellet feed can be more economical for commercial goat production under the stall feeding condition, and farmers can be benefited by about 40% more compared to conventional grass, urea molasses straw, and concentrate-based feeding system.
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  • 文章类型: Journal Article
    Microplastic-associated risks in freshwater ecosystems have triggered significant concerns in recent years. However, the contribution of plastic production processing to microplastic pollution is largely unknown. The present study investigated microplastic pollution in biotic and abiotic compartments in three sites which are in surrounding area of a plastic industrial colony and a site from a reservoir for drinking water as reference. The abundances of microplastics were 0.4-20.5 items/L in surface water, 44.4-124.7 items/kg (ww) in sediment and 1.9-6.1 items/individual in guts of Hemiculter leucisculus from the industrial area. In contrast, the abundances were much lower levels of 0.1 ± 0.1 items/L in surface water, 0.5 ± 0.2 items/kg (ww) in sediment and 0.2 ± 0.01 items/individual in H. leucisculus in the reference site, respectively. A large quantity of raw pellets were found on the grounds surrounding the plastic factories. The dominant shapes of microplastics found in sediment were fragments (67%), followed by pellets (18%). Unexpectedly, neither fragments nor pellets (> 1 mm) were found in any fish. The organ index of liver in Hemiculter leucisculus, including four types of histopathological changes, was up to 5.5-9.9 in the plastic production area and only 1.6 in the reference site. Our results strongly suggest that microplastic pollution was in high level, and the histopathological damage in fish tissues strongly confirmed the microplastic pollution and ecological response of the plastic production area. Our results also indicate that the feeding types of local fish species might be the reasons leading to the absence of raw pellets or fragments in fish, despite high abundances of microplastics existed in their living environments. CAPSULE ABSTRACT: The plastic production area is a special point source of microplastic in the environments.
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  • 文章类型: Journal Article
    表皮生长因子受体(EGFR)是晚期非小细胞肺癌(NSCLC)靶向治疗的重要标志物。用微创活检技术获得的样本通常很小,这限制了它们在组织分型或分子谱分析中的应用。通常丢弃在离心细针抽吸(FNA)样品之后获得的上清液。然而,这些级分可能含有无细胞DNA,可通过通常用于血浆分析的基因分型方法检测EGFR突变.
    在这项研究中,214例已知或疑似NSCLC患者接受FNA。分子检测前的上清液的工作流程如下。将丢弃的FNA样品(15mL)储存在CytoLyt中,清洁,固定溶液,将各样品10mL置于保存液中进行低速离心分离。然后通过高速离心分离初级上清液(8mL)以获得次级上清液。用QIAamp循环核酸试剂盒(Qiagen)和循环DNA试剂盒(AmoyDx)从上清液中提取DNA,使用Super-ARMSEGFR检测试剂盒(AmoyDx)评估EGFR突变。然后用组织DNA试剂盒(AmoyDx)从相应的细胞沉淀中提取DNA,用扩增难治性突变系统和下一代测序方法分析EGFR状态。
    所有214个样品产生用于EGFR检测的足够量的无细胞DNA。使用不同的DNA商业提取试剂盒和肿瘤细胞的DNA含量不会影响上清液中DNA的产量。EGFR测试的外部控制循环阈值受到上清液中DNA浓度的影响(P<0.05)。然而,上清液中DNA浓度的差异不影响EGFR突变状态.来自214个FNA样品的上清液和沉淀中的EGFR阳性率均为57.5%(214个中的123个)。上清液中的EGFR变体与相应的沉淀之间的一致性为97.2%。EGFR突变也在3个颗粒中检测到,但在其相应的上清液中没有检测到,以及在3个上清液中,但在其相应的颗粒中没有检测到。FNA活检样品的上清液可能是获得有关靶向治疗患者分子特征信息的新来源。
    丢弃的上清液为EGFR检测提供了足够量的无细胞DNA,这意味着颗粒可以保留用于额外的形态学和分子分析或避免重复活检。分析细胞上清液和颗粒中的EGFR状态可能会提高检测灵敏度并为患者带来益处。
    Epidermal growth factor receptor (EGFR) is an important marker for targeted therapy in patients with advanced non-small cell lung cancer (NSCLC). The samples obtained with minimally invasive biopsy techniques are usually small, and this limits their application in tissue subtyping or molecular profiling. The supernatants obtained after centrifugation of fine-needle aspiration (FNA) samples are typically discarded. However, these fractions might contain cell-free DNA that could be tested for EGFR mutations by genotyping methods that are normally used for plasma analysis.
    In this study, 214 patients with known or suspected NSCLC who underwent FNA were enrolled. The workflow of the supernatants before molecular detection was as follows. The discarded FNA samples (15 mL) were stored in CytoLyt, a cleaning, fixation solution, and 10 mL of each sample was placed in a preservation solution for separation by low-speed centrifugation. The primary supernatants (8 mL) were then separated by high-speed centrifugation to obtain secondary supernatants. DNA was extracted from the supernatants with QIAamp circulating nucleic acid kits (Qiagen) and circulating DNA kits (AmoyDx), and EGFR mutations were assessed with Super-ARMS EGFR detection kits (AmoyDx). The DNA was then extracted from corresponding cell pellets with tissue DNA kits (AmoyDx), and the EGFR status was analyzed with the amplification refractory mutation system and next-generation sequencing methods.
    All 214 samples yielded an adequate amount of cell-free DNA for EGFR detection. The use of different DNA commercial extraction kits and the DNA contents of tumor cells did not affect the yield of DNA from the supernatants. The external controlled cycle threshold value of the EGFR test was affected by the concentration of the DNA in the supernatants (P < .05). However, the difference in the concentrations of the DNA in the supernatants did not affect the EGFR mutation status. The EGFR-positive rate was 57.5% (123 of 214) in both the supernatants and the pellets from the 214 FNA samples. The concordance between EGFR variants in the supernatants and the corresponding pellets was 97.2%. EGFR mutations were also detected in 3 pellets but not in their corresponding supernatants and in 3 supernatants but not in their corresponding pellets. The supernatants of FNA biopsy samples might represent a new source for gaining information regarding the molecular characteristics of patients for targeted therapy.
    Discarded supernatants provided an adequate amount of cell-free DNA for EGFR detection, and this means that the pellets can be reserved for additional morphological and molecular analyses or to avoid repeat biopsies. Analyzing the EGFR status in cell supernatants and pellets might improve detection sensitivity and confer benefits to patients.
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  • 文章类型: Journal Article
    背景:丝状真菌细胞工厂用于生产许多蛋白质,酶,有机酸。蛋白质分泌和丝状生长在菌丝尖端紧密耦合。此外,这两种方法都需要来自柠檬酸循环的ATP和氨基酸前体。尽管有机酸生产和蛋白质分泌/丝状生长相互关联,在真菌中很少有研究确定可能同时影响所有三个过程的基因。
    结果:我们在黑曲霉细胞工厂中对全球共表达网络进行了新的筛选,以鉴定可能同时影响宏观形态的候选基因,和蛋白质/有机酸发酵。该鉴定出的基因预测编码高尔基体定位的ArfAGTPase激活蛋白(GAP,AgeB),和ArfA鸟嘌呤核苷酸交换因子(GEFsSecG和GeaB)与柠檬酸循环基因共表达。因此,我们使用基于CRISPR的基因组编辑将可滴定的Tet-on表达系统置于ageB的上游,secG,在A.尼日尔。功能分析显示,ageB和geaB是必需的,而secG对于早期丝状生长是不必要的。接下来,在蛋白质或有机酸生产条件下,在深层培养过程中滴定基因表达。ArfA调节剂在颗粒形成中起着不同的和依赖于文化的作用。值得注意的是,ageB或geaB表达水平对蛋白质分泌有主要影响,而SecG是可有可无的。相比之下,每种预测的ArfA调节剂的表达降低导致生长培养基中不存在柠檬酸。最后,任一GEF的滴定表达导致上清液中草酰乙酸浓度增加。
    结论:我们的数据表明,高尔基体在工业应用中可能在调节有机酸滴度方面发挥了未被重视的作用,这是SecG,在A.尼日尔依赖GeaB和AgeB。这些数据可能会导致在丝状真菌中进行菌株优化以改善蛋白质和有机酸滴度的新途径。
    BACKGROUND: Filamentous fungal cell factories are used to produce numerous proteins, enzymes, and organic acids. Protein secretion and filamentous growth are tightly coupled at the hyphal tip. Additionally, both these processes require ATP and amino acid precursors derived from the citric acid cycle. Despite this interconnection of organic acid production and protein secretion/filamentous growth, few studies in fungi have identified genes which may concomitantly impact all three processes.
    RESULTS: We applied a novel screen of a global co-expression network in the cell factory Aspergillus niger to identify candidate genes which may concomitantly impact macromorphology, and protein/organic acid fermentation. This identified genes predicted to encode the Golgi localized ArfA GTPase activating protein (GAP, AgeB), and ArfA guanine nucleotide exchange factors (GEFs SecG and GeaB) to be co-expressed with citric acid cycle genes. Consequently, we used CRISPR-based genome editing to place the titratable Tet-on expression system upstream of ageB, secG, and geaB in A. niger. Functional analysis revealed that ageB and geaB are essential whereas secG was dispensable for early filamentous growth. Next, gene expression was titrated during submerged cultivations under conditions for either protein or organic acid production. ArfA regulators played varied and culture-dependent roles on pellet formation. Notably, ageB or geaB expression levels had major impacts on protein secretion, whereas secG was dispensable. In contrast, reduced expression of each predicted ArfA regulator resulted in an absence of citric acid in growth media. Finally, titrated expression of either GEFs resulted in an increase in oxaloacetic acid concentrations in supernatants.
    CONCLUSIONS: Our data suggest that the Golgi may play an underappreciated role in modulating organic acid titres during industrial applications, and that this is SecG, GeaB and AgeB dependent in A. niger. These data may lead to novel avenues for strain optimization in filamentous fungi for improved protein and organic acid titres.
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  • 文章类型: Journal Article
    In this study, the pyrolysis behavior and kinetics of raw biomasses and their pellets were studied by Coats Redfern and DAEM methods. The results demonstrated that the similar activation energies obtained by both methods confirmed accuracy of the kinetics calculation. The activation energy of the pellets was 132.49-232.44 kJ mol-1, slightly higher than those of raw biomasses, which was 120.58-210.55 kJ mol-1. The results from Coats Redfern method showed that the pyrolysis of all the samples were controlled by mass and heat diffusion. DAEM revealed that the activation energies of the pellets were higher than those of raw biomasses during hemicellulose and cellulose decomposition stages, and was opposite for the lignin decomposition stage. Physical structure characterization indicated that the pellets had smaller surface area and more compact surface than those of their raw biomasses. Hence, the mass and heat diffusion were suppressed and more cross-linking reactions occurred during pellets pyrolysis.
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  • 文章类型: Journal Article
    To minimize the gastric and esophageal injury effect, a system to deliver doxycycline hyclate (DOXY) to the duodenum area is needed. DOXY-containing modified-release oral pellets (DMOP) coated with hydroxypropyl methylcellulose phthalate HP-55 (HPMCP HP-55) and hydroxypropyl methylcellulose E15 (HPMC E15) appear to be a reasonable choice. This coating layer dissolves at pH 5.5, which is the pH of the duodenum, but not at a gastric pH (1.2). The formulation and preparation of DMOP were optimized, and a scale-up test was performed. The results showed that the production reproducibility was acceptable, and the quality of DMOP well met the standards of Chinese Pharmacopeia (Ch.P, 2015 edition). Notably, the accumulated DOXY release was lower than 50% at pH 1.2 (20 min) and higher than 85% at pH 5.5, which met the USP40-NF35 standard for DOXY modified-release formulations. Moreover, the storage stability of DMOP with different packages was investigated by stress testing, accelerated and long-term testings. The stability of DMOP was maintained up to 12 months, in terms of DOXY content and in vitro release behavior. The results seem to suggest that DMOP could be a promising duodenum delivery system.
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  • 文章类型: Journal Article
    真菌发酵用于产生多种酶,化学品,和各种行业的药物。在水下种植期间,丝状真菌形成一系列宏观形态,包括分散的菌丝体,结块的骨料,或颗粒,这对发酵过程中的流变方面有重要影响,气体/营养转移,and,因此,产品滴度。菌株工程努力的一个重要组成部分是定量评估真菌生长表型的能力,这将为形态优化的生产菌株带来新的线索。
    在这项研究中,我们开发了一个自动图像分析管道,以量化颗粒状和分散生长(MPD)的形态,快速,可重复地测量任何浸没真菌培养物的分散和颗粒状宏观形态。它(i)可以捕获和分析每个用户/天的数百个图像,(ii)旨在定量评估由分散和颗粒状形式组成的异质培养物,(iii)给出了文化异质性的定量测量,(iv)自动生成单个真菌结构的关键欧几里得参数,包括颗粒直径,纵横比,area,和坚固,它们也被组装成先前描述的无量纲形态数MN,(v)具有内置的质量控制检查,使最终用户能够轻松确认自动呼叫的准确性,和(vi)容易适应用户指定的放大倍数和宏观形态定义。同时为该图像分析管道的实用性提供原理证明,并为形态优化的真菌菌株提供新的线索,我们基于CRISPR-Cas技术在黑曲霉细胞工厂中产生了形态突变体。首先,我们询问了先前发表的A.niger共表达网络,以鉴定一种推定的γ-适应素编码基因(aplD),该基因被预测在内体货物运输中起作用.基因编辑用于在可滴定的Tet-on系统的控制下产生条件aplD表达突变体。apro表达降低导致超支化生长表型和颗粒形成的多种缺陷,并推定蛋白质分泌增加。这种可能的蛋白质分泌过多表型可能与分散菌丝体的增加有关,颗粒直径和MN均减小。
    MPD图像分析管道是一个简单的,快速,和灵活的方法来量化不同的真菌形态。作为一个例子,我们已经证明,推定的内体转运基因aplD在水下培养过程中在黑曲霉丝状生长和颗粒形成中起着至关重要的作用。这表明胞吞成分是工程化真菌细胞工厂的未充分开发的靶标。
    UNASSIGNED: Fungal fermentation is used to produce a diverse repertoire of enzymes, chemicals, and drugs for various industries. During submerged cultivation, filamentous fungi form a range of macromorphologies, including dispersed mycelia, clumped aggregates, or pellets, which have critical implications for rheological aspects during fermentation, gas/nutrient transfer, and, thus, product titres. An important component of strain engineering efforts is the ability to quantitatively assess fungal growth phenotypes, which will drive novel leads for morphologically optimized production strains.
    UNASSIGNED: In this study, we developed an automated image analysis pipeline to quantify the morphology of pelleted and dispersed growth (MPD) which rapidly and reproducibly measures dispersed and pelleted macromorphologies from any submerged fungal culture. It (i) enables capture and analysis of several hundred images per user/day, (ii) is designed to quantitatively assess heterogeneous cultures consisting of dispersed and pelleted forms, (iii) gives a quantitative measurement of culture heterogeneity, (iv) automatically generates key Euclidian parameters for individual fungal structures including particle diameter, aspect ratio, area, and solidity, which are also assembled into a previously described dimensionless morphology number MN, (v) has an in-built quality control check which enables end-users to easily confirm the accuracy of the automated calls, and (vi) is easily adaptable to user-specified magnifications and macromorphological definitions. To concomitantly provide proof of principle for the utility of this image analysis pipeline, and provide new leads for morphologically optimized fungal strains, we generated a morphological mutant in the cell factory Aspergillus niger based on CRISPR-Cas technology. First, we interrogated a previously published co-expression networks for A. niger to identify a putative gamma-adaptin encoding gene (aplD) that was predicted to play a role in endosome cargo trafficking. Gene editing was used to generate a conditional aplD expression mutant under control of the titratable Tet-on system. Reduced aplD expression caused a hyperbranched growth phenotype and diverse defects in pellet formation with a putative increase in protein secretion. This possible protein hypersecretion phenotype could be correlated with increased dispersed mycelia, and both decreased pellet diameter and MN.
    UNASSIGNED: The MPD image analysis pipeline is a simple, rapid, and flexible approach to quantify diverse fungal morphologies. As an exemplar, we have demonstrated that the putative endosomal transport gene aplD plays a crucial role in A. niger filamentous growth and pellet formation during submerged culture. This suggests that endocytic components are underexplored targets for engineering fungal cell factories.
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