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Reconstruction and visualization of carbohydrate, N-glycosylation pathways in Pichia pastoris CBS7435 using computational and system biology approaches. 利用计算生物学和系统生物学方法重建和可视化毕赤酵母CBS7435的碳水化合物、n -糖基化途径。
Pub Date : 2013-06-01 Epub Date: 2012-12-30 DOI: 10.1007/s11693-012-9102-2
Akriti Srivastava, Pallavi Somvanshi, Bhartendu Nath Mishra

Pichia pastoris is an efficient expression system for production of recombinant proteins. To understand its physiology for building novel applications it is important to understand and reconstruct its metabolic network. The metabolic reconstruction approach connects genotype with phenotype. Here, we have attempted to reconstruct carbohydrate metabolism pathways responsible for high biomass density and N-glycosylation pathways involved in the post translational modification of proteins of P. pastoris CBS7435. Both these metabolic pathways play a crucial role in heterologous protein production. We report novel, missing and unannotated enzymes involved in the target metabolic pathways. A strong possibility of cellulose and xylose metabolic processes in P. pastoris CBS7435 suggests its use in the area of biofuels. The reconstructed metabolic networks can be used for increased yields and improved product quality, for designing appropriate growth medium, for production of recombinant therapeutics and for making biofuels.

毕赤酵母是生产重组蛋白的高效表达系统。为了更好地理解其生理机能,建立新的应用,理解和重建其代谢网络是很重要的。代谢重建方法将基因型与表型联系起来。在这里,我们试图重建P. pastoris CBS7435的高生物量密度的碳水化合物代谢途径和涉及蛋白质翻译后修饰的n -糖基化途径。这两种代谢途径在异源蛋白的产生中都起着至关重要的作用。我们报告了新的,缺失的和未注释的酶参与目标代谢途径。P. pastoris CBS7435中纤维素和木糖代谢过程的可能性很大,表明其在生物燃料领域的应用。重建的代谢网络可用于提高产量和改善产品质量,设计适当的生长培养基,生产重组疗法和制造生物燃料。
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引用次数: 12
Designing de novo: interdisciplinary debates in synthetic biology. 重新设计:合成生物学的跨学科辩论。
Pub Date : 2013-06-01 Epub Date: 2013-04-09 DOI: 10.1007/s11693-013-9106-6
Ana Delgado, Manuel Porcar

Synthetic biology is often presented as a promissory field that ambitions to produce novelty by design. The ultimate promise is the production of living systems that will perform new and desired functions in predictable ways. Nevertheless, realizing promises of novelty has not proven to be a straightforward endeavour. This paper provides an overview of, and explores the existing debates on, the possibility of designing living systems de novo as they appear in interdisciplinary talks between engineering and biological views within the field of synthetic biology. To broaden such interdisciplinary debates, we include the views from the social sciences and the humanities and we point to some fundamental sources of disagreement within the field. Different views co-exist, sometimes as controversial tensions, but sometimes also pointing to integration in the form of intermediate positions. As the field is emerging, multiple choices are possible. They will inform alternative trajectories in synthetic biology and will certainly shape its future. What direction is best is to be decided in reflexive and socially robust ways.

合成生物学通常被认为是一个希望通过设计创造新奇事物的领域。最终的希望是生产生命系统,这些系统将以可预测的方式执行新的和期望的功能。然而,实现新奇的承诺并不是一项直截了当的努力。本文概述并探讨了关于重新设计生命系统的可能性的现有争论,因为它们出现在合成生物学领域的工程和生物学观点之间的跨学科会谈中。为了扩大这种跨学科的辩论,我们纳入了社会科学和人文科学的观点,并指出了该领域内分歧的一些基本来源。不同的观点共存,有时作为有争议的紧张关系,但有时也指向以中间立场的形式整合。随着该领域的兴起,多种选择是可能的。它们将为合成生物学的其他发展轨迹提供信息,并肯定会塑造它的未来。最好的方向是通过反射性和社会健全的方式来决定的。
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引用次数: 21
A primer to 'bio-objects': new challenges at the interface of science, technology and society. “生物物体”入门:科学、技术和社会界面的新挑战。
Pub Date : 2013-06-01 Epub Date: 2013-02-26 DOI: 10.1007/s11693-013-9104-8
Peter Dabrock, Matthias Braun, Jens Ried, Uwe Sonnewald

Biotechnological and life science innovations do not only lead to immense progress in diverse fields of natural science and technical research and thereby drive economic development, they also fundamentally affect the relationship between nature, technology and society. Taken this seriously, the ethical and societal assessment of emerging biotechnologies as for example synthetic biology is challenged not only to constrain on questions of biosafety and biosecurity but also to face the societal questions within the different fields as an interface problem of science and society. In order to map this vague and stirring field, we propose the concept of bio-objects to explore the reciprocal interaction at the interface of science and society serious as well to have the opportunity to detect possible junctions of societal discontent and unease before their appearance.

生物技术和生命科学创新不仅在自然科学和技术研究的各个领域取得了巨大进步,从而推动了经济发展,而且从根本上影响了自然、技术和社会之间的关系。认真对待这一点,对新兴生物技术(例如合成生物学)的伦理和社会评估不仅面临着限制生物安全和生物安保问题的挑战,而且还面临着作为科学和社会的接口问题的不同领域的社会问题。为了绘制这一模糊而激动人心的领域,我们提出了生物物体的概念,以探索科学与社会之间的相互作用,并有机会在它们出现之前发现社会不满和不安的可能联系。
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引用次数: 10
ATP4A gene regulatory network for fine-tuning of proton pump and ion channels. 质子泵和离子通道微调的ATP4A基因调控网络。
Pub Date : 2013-06-01 Epub Date: 2013-01-09 DOI: 10.1007/s11693-012-9103-1
Vijai Singh, Indra Mani, Dharmendra Kumar Chaudhary

The ATP4A encodes α subunit of H(+), K(+)-ATPase that contains catalytic sites of the enzyme forming pores through cell membrane which allows the ion transport. H(+), K(+)-ATPase is a membrane bound P-type ATPase enzyme which is found on the surface of parietal cells and uses the energy derived from each cycle of ATP hydrolysis that can help in exchanging ions (H(+), K(+) and Cl(-)) across the cell membrane secreting acid into the gastric lumen. The 3-D model of α-subunit of H(+), K(+)-ATPase was generated by homology modeling. It was evaluated and validated on the basis of free energies and amino acid residues. The inhibitor binding amino acid active pockets were identified in the 3-D model by molecular docking. The two drugs Omeprazole and Rabeprazole were found more potent interactions with generated model of α-subunit of H(+), K(+)-ATPase on the basis of their affinity between drug-protein interactions. We have generated ATP4A gene regulatory networks for interactions with other proteins which involved in regulation that can help in fine-tuning of proton pump and ion channels. These findings provide a new dimension for discovery and development of proton pump inhibitors and gene regulation of the ATPase. It can be helpful in better understanding of human physiology and also using synthetic biology strategy for reprogramming of parietal cells for control of gastric ulcers.

ATP4A编码H(+), K(+)- atp酶的α亚基,该亚基含有酶的催化位点,通过细胞膜形成孔,允许离子运输。H(+), K(+)-ATP酶是一种膜结合的p型ATP酶,存在于壁细胞表面,利用ATP水解每个周期产生的能量,帮助离子(H(+), K(+)和Cl(-))在细胞膜上交换,分泌酸进入胃腔。通过同源性建模得到H(+), K(+)- atp酶α-亚基的三维模型。根据自由能和氨基酸残基对其进行了评价和验证。通过分子对接,在三维模型中确定了结合氨基酸活性袋的抑制剂。奥美拉唑和雷贝拉唑与H(+)、K(+)- atp酶α-亚基生成的药物-蛋白相互作用亲和力模型相互作用更强。我们已经建立了ATP4A基因与其他蛋白相互作用的调控网络,这些蛋白参与调控可以帮助质子泵和离子通道的微调。这些发现为发现和开发质子泵抑制剂和ATPase基因调控提供了新的视角。这有助于更好地理解人体生理学,也有助于利用合成生物学策略对胃溃疡的壁细胞进行重编程控制。
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引用次数: 8
A quantitative study of gene regulatory pathways in Bacillus subtilis for virulence and competence phenotype by quorum sensing. 枯草芽孢杆菌毒力和能力表型基因调控途径的群体感应定量研究。
Pub Date : 2013-06-01 Epub Date: 2013-03-05 DOI: 10.1007/s11693-013-9105-7
Ashwani Kumar, Tiratha Raj Singh

Quorum sensing (QS) is a process which allows a population of bacteria to coordinately regulate gene expression of their entire community. Bacillus subtilis is a soil organism which uses QS to alternate between competence for DNA uptake and sporulation. We propose a model to describe the components involved in QS and to analyze reaction species involved in the regulation of QS machinery. We targeted only those QS phenotypes for which the genetic organization and molecular characterization of the components are fully elucidated. We have analyzed simulations for concentration of different species involved in competence as well as sporulation pathways at diverse time period using quantitative methods. It was observed that there is possibility of achieving different measurement from reactions taken place between species by applying irreversible Michaelis-Menten kinetic law. We obtain variation in measurement on changing parameters such as concentrations ranging from 0.3 to 50 μM in stepwise manner by setting end time in the range of 0.1-100 ms. Additionally we observe covariance between different reaction species involved in QS by fluctuating their quantities in real-time simulations. Our model mimics correctly the phenotype for competence and virulence. We concluded that time factor play major role to determine rate kinetics of diverse reaction species as compared to their concentrations and support the hypothesis of getting genetic stability while colonies are in synchronization.

群体感应(Quorum sensing, QS)是一种细菌群体协调调节其整个群落基因表达的过程。枯草芽孢杆菌是一种利用QS在DNA吸收能力和产孢能力之间交替的土壤生物。我们提出了一个模型来描述参与QS的组分,并分析了参与QS机制调节的反应种类。我们只针对那些遗传组织和成分的分子特征已经完全阐明的QS表型。本文采用定量方法,对不同时期不同能力种类的浓度和产孢途径进行了模拟分析。观察到,应用不可逆Michaelis-Menten动力学定律,有可能获得不同于种间反应的测量结果。通过在0.1-100 ms范围内设置结束时间,我们获得了浓度在0.3 - 50 μM范围内逐步变化的参数的测量变化。另外,在实时模拟中,我们通过波动QS中不同反应种类的数量来观察它们之间的协方差。我们的模型正确地模拟了能力和毒力的表型。结果表明,时间因素在不同反应种类的速率动力学中起主要作用,支持了菌落同步时获得遗传稳定性的假设。
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引用次数: 6
Lysine overproducing Corynebacterium glutamicum is characterized by a robust linear combination of two optimal phenotypic states. 赖氨酸过量产生谷氨酸棒状杆菌的特点是两种最佳表型状态的强大线性组合。
Pub Date : 2013-06-01 Epub Date: 2013-04-17 DOI: 10.1007/s11693-013-9107-5
Meghna Rajvanshi, Kalyan Gayen, K V Venkatesh

A homoserine auxotroph strain of Corynebacterium glutamicum accumulates storage compound trehalose with lysine when limited by growth. Industrially lysine is produced from C. glutamicum through aspartate biosynthetic pathway, where enzymatic activity of aspartate kinase is allosterically controlled by the concerted feedback inhibition of threonine plus lysine. Ample threonine in the medium supports growth and inhibits lysine production (phenotype-I) and its complete absence leads to inhibition of growth in addition to accumulating lysine and trehalose (phenotype-II). In this work, we demonstrate that as threonine concentration becomes limiting, metabolic state of the cell shifts from maximizing growth (phenotype-I) to maximizing trehalose phenotype (phenotype-II) in a highly sensitive manner (with a Hill coefficient of 4). Trehalose formation was linked to lysine production through stoichiometry of the network. The study demonstrated that the net flux of the population was a linear combination of the two optimal phenotypic states, requiring only two experimental measurements to evaluate the flux distribution. The property of linear combination of two extreme phenotypes was robust for various medium conditions including varying batch time, initial glucose concentrations and medium osmolality.

谷氨酸棒状杆菌的同丝氨酸营养不良菌株在受生长限制时积累了海藻糖和赖氨酸的储存化合物。工业上赖氨酸是由谷氨酸丙氨酸通过天冬氨酸生物合成途径产生的,其中天冬氨酸激酶的酶活性是由苏氨酸和赖氨酸的协同反馈抑制所控制的。培养基中充足的苏氨酸支持生长并抑制赖氨酸的产生(表型i),而苏氨酸的完全缺乏除了会积累赖氨酸和海藻糖(表型ii)外,还会导致生长抑制。在这项工作中,我们证明,随着苏氨酸浓度的限制,细胞的代谢状态以一种高度敏感的方式(希尔系数为4)从最大化生长(表型- i)转变为最大化海藻糖表型(表型- ii)。通过网络的化学计量学,海藻糖的形成与赖氨酸的产生有关。研究表明,种群的净通量是两种最佳表型状态的线性组合,只需要两次实验测量就可以评估通量分布。在不同的培养基条件下,包括不同的批处理时间、初始葡萄糖浓度和培养基渗透压,两种极端表型的线性组合特性是稳健的。
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引用次数: 4
Analysis of the multicopper oxidase gene regulatory network of Aeromonas hydrophila. 嗜水气单胞菌多铜氧化酶基因调控网络分析。
Pub Date : 2012-12-01 Epub Date: 2012-08-23 DOI: 10.1007/s11693-012-9096-9
Vijai Singh, Indra Mani, Dharmendra Kumar Chaudhary

Multicopper oxidase (MCO) is an enzyme which involves in reducing the oxygen in a four electron reduction to water with concomitant one electron oxidation of reducing the substrate. We have generated the 3-D structure of MCO by homology modeling and validated on the basis of free energy while 90.4 % amino acid residues present in allowed regions of Ramachandran plot. The screening of potential hazardous aromatic compounds for MCO was performed using molecular docking. We obtained Sulfonaphthal, Thymolphthalein, Bromocresol green and Phloretin derivatives of phenol and aromatic hydrocarbon were efficient substrates for MCO. The phylogeny of MCO reveals that other bacteria restrain the homologous gene of MCO may play an important role in biodegradation of aromatic compounds. We have demonstrated the gene regulatory network of MCO with other cellular proteins which play a key role in gene regulation. These findings provide a new insight for oxidization of phenolic and aromatic compounds using biodegradation process for controlling environmental pollution.

多铜氧化酶(multiple copper oxidase, MCO)是一种在四电子还原过程中将氧还原为水的酶,同时伴有一电子还原底物的氧化。我们通过同源性建模生成了MCO的三维结构,并根据自由能进行了验证,在Ramachandran图的允许区域存在90.4%的氨基酸残基。采用分子对接的方法对潜在有害芳香族化合物进行了筛选。结果表明,苯酚和芳香烃的衍生物磺胺、百里苯酞、溴甲酚绿和根皮素是MCO的有效底物。MCO的系统发育表明,其他细菌抑制MCO的同源基因可能在芳香族化合物的生物降解中发挥重要作用。我们已经证明了MCO的基因调控网络与其他细胞蛋白在基因调控中发挥关键作用。这些发现为利用生物降解工艺氧化酚类和芳香族化合物控制环境污染提供了新的思路。
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引用次数: 6
Gene regulatory network modeling using literature curated and high throughput data. 利用文献和高通量数据建立基因调控网络模型。
Pub Date : 2012-12-01 Epub Date: 2012-12-07 DOI: 10.1007/s11693-012-9100-4
Vishwesh V Kulkarni, Reza Arastoo, Anupama Bhat, Kalyansundaram Subramanian, Mayuresh V Kothare, Marc C Riedel

Building on the linear matrix inequality (LMI) formulation developed recently by Zavlanos et al. (Automatica: Special Issue Syst Biol 47(6):1113-1122, 2011), we present a theoretical framework and algorithms to derive a class of ordinary differential equation (ODE) models of gene regulatory networks using literature curated data and microarray data. The solution proposed by Zavlanos et al. (Automatica: Special Issue Syst Biol 47(6):1113-1122, 2011) requires that the microarray data be obtained as the outcome of a series of controlled experiments in which the network is perturbed by over-expressing one gene at a time. We note that this constraint may be relaxed for some applications and, in addition, demonstrate how the conservatism in these algorithms may be reduced by using the Perron-Frobenius diagonal dominance conditions as the stability constraints. Due to the LMI formulation, it follows that the bounded real lemma may easily be used to make use of additional information. We present case studies that illustrate how these algorithms can be used on datasets to derive ODE models of the underlying regulatory networks.

基于 Zavlanos 等人(Automatica: Special Issue Syst Biol 47(6):1113-1122, 2011)最近开发的线性矩阵不等式(LMI)公式,我们提出了一种理论框架和算法,利用文献策划数据和微阵列数据推导出一类基因调控网络的常微分方程(ODE)模型。Zavlanos 等人(Automatica: Special Issue Syst Biol 47(6):1113-1122, 2011)提出的解决方案要求微阵列数据必须是一系列受控实验的结果,在这些实验中,通过每次过度表达一个基因来扰动网络。我们注意到,在某些应用中可以放宽这一限制,此外,我们还演示了如何通过使用佩伦-弗罗贝纽斯对角优势条件作为稳定性限制来降低这些算法的保守性。由于采用了 LMI 形式,因此有界实数两难可以很容易地用于利用附加信息。我们将介绍一些案例研究,说明如何在数据集上使用这些算法来推导底层调控网络的 ODE 模型。
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引用次数: 0
Are we doing synthetic biology? 我们在做合成生物学吗?
Pub Date : 2012-12-01 Epub Date: 2012-12-05 DOI: 10.1007/s11693-012-9101-3
Manuel Porcar, Juli Peretó

Synthetic Biology is a singular, revolutionary scenario with a vast range of practical applications but, is SB research really based on engineering principles? Is it contributing to the artificial synthesis of life or using approaches "sophisticated" enough to fall outside the scope of biotechnology or metabolic engineering? We have reviewed the state of the art on synthetic biology and we conclude that most research projects actually describe an extension of metabolic engineering. We draw this conclusion because the complexity of living organisms, their tight dependence on evolution and our limited knowledge of the interactions between the molecules they are made of, actually make life difficult to engineer. We therefore propose the term synthetic biology should be used more sparingly.

合成生物学是一个具有广泛实际应用的独特的、革命性的场景,但是,合成生物学研究真的是基于工程原理吗?它是否有助于人工合成生命,或者使用的方法“复杂”到足以超出生物技术或代谢工程的范围?我们回顾了合成生物学的最新进展,得出的结论是,大多数研究项目实际上描述了代谢工程的延伸。我们之所以得出这个结论,是因为生物体的复杂性,它们对进化的紧密依赖,以及我们对构成它们的分子之间相互作用的有限知识,实际上使生命难以改造。因此,我们建议应该更谨慎地使用合成生物学这个术语。
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引用次数: 17
Optimizing bioethanol production by regulating yeast growth energy. 通过调节酵母生长能量优化生物乙醇生产。
Pub Date : 2012-12-01 Epub Date: 2012-11-10 DOI: 10.1007/s11693-012-9099-6
Emad Y Moawad

The goal of this work is to optimize production of bio-ethanol by fermentation through regulating yeast growth energy (YGE), and provide the mechanism of ethanol production from food-waste leachate (FWL) using yeast (S. cerevisiae) as inoculums to be predictable and controllable. The wide range of reduced sugar concentration (RSC) which is commonly administered from low (35 g per liter) to very high (100 g per liter) is responsible for costs increasing besides risks of FWL contamination and death of yeast cells. A mathematical model is presented to describe yeast growth energy (YGE) due to RSC doses along with predicting the amounts of ethanol yield by each dose to identify the optimum one. Simulations of the presented model showed that YGE, energy intake (EI), and their produced ethanol energy (PEE) are always balanced during fermentation process according to the law of conservation of energy. For a better fermentation rate in a continuous process and a large-scale production; YGE should be less than half of EI and more than its quarter (i.e. [Formula: see text]) which keeps the residual energy less than YGE to avoid risks of osmotic stresses or aging of cells allowing the survival of all yeast cells as long as possible to maximize ethanol production and decrease productivity costs.

本研究旨在通过调节酵母生长能(YGE)来优化发酵生产生物乙醇,为以酵母(酿酒酵母)为接种体从食物垃圾渗滤液(FWL)中生产乙醇提供可预测和可控的机理。还原糖浓度(RSC)的范围很广,通常从低(每升35克)到很高(每升100克),除了有FWL污染和酵母细胞死亡的风险外,还造成了成本的增加。提出了一个数学模型来描述酵母生长能(YGE)由于RSC剂量以及预测乙醇产量的每一个剂量,以确定最佳的一个。该模型的仿真结果表明,发酵过程中YGE、能量摄入(EI)和它们产生的乙醇能量(PEE)根据能量守恒定律始终处于平衡状态。为了在连续工艺和大规模生产中获得更好的发酵率;YGE应小于EI的一半,大于EI的四分之一(即[公式:见文本]),这使剩余能量小于YGE,以避免渗透压力或细胞老化的风险,从而使所有酵母细胞尽可能长时间地存活,从而最大限度地提高乙醇产量并降低生产成本。
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引用次数: 19
期刊
Systems and Synthetic Biology
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