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The role of CRKL in breast cancer metastasis: insights from systems biology. CRKL在乳腺癌转移中的作用:来自系统生物学的见解。
Pub Date : 2015-12-01 Epub Date: 2015-09-10 DOI: 10.1007/s11693-015-9180-z
Abderrahim Chafik

Breast cancer metastasis is a complex and still weakly understood process that involves diverse cellular pathways. It accounts for the majority of deaths from breast cancer. Recently, microRNAs (miRNAs), small non-coding RNAs that regulate gene expression post-transcriptionally, have been shown to be involved in breast cancer metastasis. In particular, in a recent work it has been found that miR-429 may have a role in the inhibition of migration and invasion of breast cancer cells. Its target gene CRKL has been identified as a potential candidate. In this paper, by using systems biology tools we have shown that CRKL is involved in positive regulation of ERK1/2 signaling pathway and contribute to the regulation of LYN through a topological generalization of feed forward loop.

乳腺癌转移是一个复杂的过程,涉及多种细胞途径,但对其了解甚少。它是乳腺癌死亡的主要原因。最近,microRNAs (miRNAs),一种通过转录后调控基因表达的小非编码rna,被证明参与了乳腺癌的转移。特别是在最近的一项研究中发现,miR-429可能在抑制乳腺癌细胞的迁移和侵袭中起作用。其靶基因CRKL已被确定为潜在的候选基因。在本文中,我们利用系统生物学工具证明了CRKL参与ERK1/2信号通路的正向调节,并通过前馈回路的拓扑推广参与LYN的调节。
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引用次数: 5
Predicting stable functional peptides from the intergenic space of E. coli. 从大肠杆菌基因间空间预测稳定功能肽。
Pub Date : 2015-12-01 Epub Date: 2015-05-29 DOI: 10.1007/s11693-015-9172-z
Vipin Thomas, Navya Raj, Deepthi Varughese, Naveen Kumar, Seema Sehrawat, Abhinav Grover, Shailja Singh, Pawan K Dhar, Achuthsankar S Nair

Expression of synthetic proteins from intergenic regions of E. coli and their functional association was recently demonstrated (Dhar et al. in J Biol Eng 3:2, 2009. doi:10.1186/1754-1611-3-2). This gave birth to the question: if one can make 'user-defined' genes from non-coding genome-how big is the artificially translatable genome? (Dinger et al. in PLoS Comput Biol 4, 2008; Frith et al. in RNA Biol 3(1):40-48, 2006a; Frith et al. in PLoS Genet 2(4):e52, 2006b). To answer this question, we performed a bioinformatics study of all reported E. coli intergenic sequences, in search of novel peptides and proteins, unexpressed by nature. Overall, 2500 E. coli intergenic sequences were computationally translated into 'protein sequence equivalents' and matched against all known proteins. Sequences that did not show any resemblance were used for building a comprehensive profile in terms of their structure, function, localization, interactions, stability so on. A total of 362 protein sequences showed evidence of stable tertiary conformations encoded by the intergenic sequences of E. coli genome. Experimental studies are underway to confirm some of the key predictions. This study points to a vast untapped repository of functional molecules lying undiscovered in the non-expressed genome of various organisms.

大肠杆菌基因间区合成蛋白的表达及其功能关联最近得到证实(Dhar et al. journal of biological engineering, 2009)。doi: 10.1186 / 1754-1611-3-2)。这就产生了一个问题:如果人们可以从非编码基因组中制造出“用户定义的”基因,那么人工可翻译的基因组有多大?(Dinger et al. PLoS computational Biol 4, 2008;Frith et al.中国生物医学工程学报(英文版);Frith et al., PLoS,基因2(4):e52, 2006b)。为了回答这个问题,我们对所有报道的大肠杆菌基因间序列进行了生物信息学研究,以寻找自然界未表达的新肽和蛋白质。总的来说,2500个大肠杆菌基因间序列被计算翻译成“蛋白质序列当量”,并与所有已知蛋白质匹配。利用没有任何相似性的序列,从结构、功能、定位、相互作用、稳定性等方面建立全面的图谱。共有362个蛋白质序列显示由大肠杆菌基因组基因间序列编码的稳定三级构象。实验研究正在进行,以证实一些关键的预测。这项研究指出,在各种生物体的非表达基因组中,有大量未开发的功能分子尚未被发现。
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引用次数: 1
Evolving modular genetic regulatory networks with a recursive, top-down approach. 进化模块化基因调控网络与递归,自上而下的方法。
Pub Date : 2015-12-01 Epub Date: 2015-08-21 DOI: 10.1007/s11693-015-9179-5
Javier Garcia-Bernardo, Margaret J Eppstein

Being able to design genetic regulatory networks (GRNs) to achieve a desired cellular function is one of the main goals of synthetic biology. However, determining minimal GRNs that produce desired time-series behaviors is non-trivial. In this paper, we propose a 'top-down' approach to evolving small GRNs and then use these to recursively boot-strap the identification of larger, more complex, modular GRNs. We start with relatively dense GRNs and then use differential evolution (DE) to evolve interaction coefficients. When the target dynamical behavior is found embedded in a dense GRN, we narrow the focus of the search and begin aggressively pruning out excess interactions at the end of each generation. We first show that the method can quickly rediscover known small GRNs for a toggle switch and an oscillatory circuit. Next we include these GRNs as non-evolvable subnetworks in the subsequent evolution of more complex, modular GRNs. Successful solutions found in canonical DE where we truncated small interactions to zero, with or without an interaction penalty term, invariably contained many excess interactions. In contrast, by incorporating aggressive pruning and the penalty term, the DE was able to find minimal or nearly minimal GRNs in all test problems.

能够设计遗传调控网络(grn)来实现所需的细胞功能是合成生物学的主要目标之一。然而,确定产生所需时间序列行为的最小grn并非易事。在本文中,我们提出了一种“自上而下”的方法来进化小型grn,然后使用这些方法递归地引导识别更大、更复杂、模块化的grn。我们从相对密集的grn开始,然后使用差分进化(DE)来进化相互作用系数。当发现目标动态行为嵌入在密集的GRN中时,我们缩小搜索的焦点,并在每一代结束时开始积极地修剪多余的相互作用。我们首先证明该方法可以快速重新发现拨动开关和振荡电路的已知小grn。接下来,我们将这些grn作为不可进化的子网包括在更复杂的模块化grn的后续进化中。在规范DE中,我们将小的交互截断为零,无论是否有交互惩罚项,成功的解决方案总是包含许多多余的交互。相比之下,通过结合积极修剪和惩罚项,DE能够在所有测试问题中找到最小或几乎最小的grn。
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引用次数: 4
The synthetic biology puzzle: a qualitative study on public reflections towards a governance framework. 合成生物学之谜:关于公众对治理框架反思的定性研究。
Pub Date : 2015-12-01 Epub Date: 2015-10-05 DOI: 10.1007/s11693-015-9182-x
Johannes Starkbaum, Matthias Braun, Peter Dabrock

Synthetic biology is currently one of the most debated emerging biotechnologies. The societal assessment of this technology is primarily based on contributions by scientists and policy makers, who focus mainly on technical challenges and possible risks. While public dialogue is given, it is yet rather limited. This study explores public debates concerning synthetic biology based on a focus group study with citizens from Austria and Germany and contextualises the analysed public views with content from policy reports and previous empirical studies on public engagement. The findings suggest that discussants favoured a gradual implementation process of synthetic biology, which is receptive to questions about the distribution of possible benefits. The discussed topics correspond in many ways with content from policy reports and former investigations, yet the emphasis of the discussions was different for many aspects.

合成生物学是目前争论最多的新兴生物技术之一。对这项技术的社会评估主要基于科学家和政策制定者的贡献,他们主要关注技术挑战和可能的风险。虽然也有公众对话,但相当有限。本研究基于对奥地利和德国公民的焦点小组研究,探讨了有关合成生物学的公众辩论,并将分析的公众观点与政策报告内容和以往有关公众参与的实证研究结合起来。研究结果表明,讨论者倾向于合成生物学的逐步实施过程,这有利于接受有关可能利益分配的问题。讨论的话题在很多方面与政策报告和以往调查的内容一致,但讨论的重点在很多方面有所不同。
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引用次数: 0
On genome annotation of Brucellaphage Gadvasu (BpG): discovery of ORFans for integrated systems biology approaches. Brucellaphage Gadvasu (BpG)的基因组注释:为综合系统生物学方法发现 ORFans。
Pub Date : 2015-12-01 Epub Date: 2015-11-21 DOI: 10.1007/s11693-015-9185-7
Deepti Chachra, Pushpinder Kaur, Prasad Siddavatam, Prashanth Suravajhala, Hari Mohan Saxena

Brucellaphage Gadvasu (BpG) is a lytic phage infecting Brucella spp. Brucellaphages contain dsDNA as genetic material and are short-tailed particles with host-specificity. Here, we report the challenges on annotation in the complete genome sequence of BpG when compared with that of a recent broad host-range brucellaphage Pr, an original reference genome. The extracted DNA was subjected to genome sequencing with Illumina technology and assembled using SSAKE/Velvet. A significant number of genes were found to be similar between the phages with sequence analysis revealing conserved open reading frames that correspond to 33 gene ontology classifiers, transcriptional terminators and a few putative transcriptional promoters. The analyses revealed that the genome constitutes 1269 contigs and 275 genes encoding 260 proteins. The sequence comparison from the reference data indicated that the genome shares an approximately 70 % nucleotide similarity and differs mainly in the region encoding proteins. We bring this commentary providing an overview of how this exemplar genome can allow us to understand these known unknown regions in brucellaphages.

布鲁氏噬菌体含有dsDNA作为遗传物质,是具有宿主特异性的短尾颗粒。在此,我们报告了 BpG 的完整基因组序列与最近的广宿主范围布鲁氏噬菌体 Pr 的基因组序列(原始参考基因组)相比所面临的注释挑战。提取的 DNA 采用 Illumina 技术进行基因组测序,并使用 SSAKE/Velvet 进行组装。发现噬菌体之间有大量基因相似,序列分析揭示了与 33 个基因本体分类器、转录终止子和一些推测的转录启动子相对应的保守开放阅读框。分析表明,基因组由 1269 个等位基因和 275 个编码 260 种蛋白质的基因组成。与参考数据的序列比较表明,基因组的核苷酸相似度约为 70%,差异主要体现在编码蛋白质的区域。我们在这篇评论中概述了这个示例基因组如何帮助我们了解布鲁氏菌中这些已知的未知区域。
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引用次数: 0
Exploring the differences in metabolic behavior of astrocyte and glioblastoma: a flux balance analysis approach. 探索星形胶质细胞和胶质母细胞瘤代谢行为的差异:通量平衡分析方法。
Pub Date : 2015-12-01 Epub Date: 2015-10-13 DOI: 10.1007/s11693-015-9183-9
Rupa Bhowmick, Abhishek Subramanian, Ram Rup Sarkar

Brain cancers demonstrate a complex metabolic behavior so as to adapt the external hypoxic environment and internal stress generated by reactive oxygen species. To survive in these stringent conditions, glioblastoma cells develop an antagonistic metabolic phenotype as compared to their predecessors, the astrocytes, thereby quenching the resources expected for nourishing the neurons. The complexity and cumulative effect of the large scale metabolic functioning of glioblastoma is mostly unexplored. In this study, we reconstruct a metabolic network comprising of pathways that are known to be deregulated in glioblastoma cells as compared to the astrocytes. The network, consisted of 147 genes encoding for enzymes performing 247 reactions distributed across five distinct model compartments, was then studied using constrained-based modeling approach by recreating the scenarios for astrocytes and glioblastoma, and validated with available experimental evidences. From our analysis, we predict that glycine requirement of the astrocytes are mostly fulfilled by the internal glycine-serine metabolism, whereas glioblastoma cells demand an external uptake of glycine to utilize it for glutathione production. Also, cystine and glucose were identified to be the major contributors to glioblastoma growth. We also proposed an extensive set of single and double lethal reaction knockouts, which were further perturbed to ascertain their role as probable chemotherapeutic targets. These simulation results suggested that, apart from targeting the reactions of central carbon metabolism, knockout of reactions belonging to the glycine-serine metabolism effectively reduce glioblastoma growth. The combinatorial targeting of glycine transporter with any other reaction belonging to glycine-serine metabolism proved lethal to glioblastoma growth.

脑癌表现出复杂的代谢行为,以适应外部缺氧环境和活性氧产生的内部应激。为了在这些苛刻的条件下生存,胶质母细胞瘤细胞与其前身星形胶质细胞相比,发展出一种拮抗代谢表型,从而消耗了预期用于滋养神经元的资源。胶质母细胞瘤大规模代谢功能的复杂性和累积效应大多未被探索。在这项研究中,我们重建了一个代谢网络,包括与星形胶质细胞相比,胶质母细胞瘤细胞中已知的不受调节的途径。该网络由147个编码酶的基因组成,分布在五个不同的模型室中,执行247个反应,然后使用基于约束的建模方法通过重建星形胶质细胞和胶质母细胞瘤的场景进行研究,并使用现有的实验证据进行验证。根据我们的分析,我们预测星形胶质细胞对甘氨酸的需求主要由内部甘氨酸-丝氨酸代谢来满足,而胶质母细胞瘤细胞需要外部摄取甘氨酸来利用它来生产谷胱甘肽。此外,胱氨酸和葡萄糖被确定为胶质母细胞瘤生长的主要贡献者。我们还提出了一套广泛的单致死和双致死反应敲除,进一步扰动以确定它们作为可能的化疗靶点的作用。这些模拟结果表明,除靶向中枢碳代谢反应外,敲除属于甘氨酸-丝氨酸代谢的反应可以有效地抑制胶质母细胞瘤的生长。联合靶向甘氨酸转运蛋白与任何其他属于甘氨酸-丝氨酸代谢的反应证明对胶质母细胞瘤的生长是致命的。
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引用次数: 8
Translational synthetic biology. 翻译合成生物学。
Pub Date : 2015-12-01 Epub Date: 2015-08-18 DOI: 10.1007/s11693-015-9181-y
Mamta Singh, Anuradha Vaidya

Synthetic biology is a recent scientific approach towards engineering biological systems from both pre-existing and novel parts. The aim is to introduce computational aided design approach in biology leading to rapid delivery of useful applications. Though the term reprogramming has been frequently used in the synthetic biology community, currently the technological sophistication only allows for a probabilistic approach instead of a precise engineering approach. Recently, several human health applications have emerged that suggest increased usage of synthetic biology approach in developing novel drugs. This mini review discusses recent translational developments in the field and tries to identify some of the upcoming future developments.

合成生物学是一门新的科学方法,从已有的和新的部分工程生物系统。目的是在生物学中引入计算辅助设计方法,从而快速交付有用的应用程序。虽然“重编程”这个术语在合成生物学领域被频繁使用,但目前技术的复杂性只允许一种概率方法,而不是精确的工程方法。最近,一些人类健康应用的出现表明合成生物学方法在开发新药方面的应用越来越多。这篇小型综述讨论了该领域最近的翻译发展,并试图确定一些即将到来的未来发展。
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引用次数: 5
Implementation of a genetic logic circuit: bio-register 一种遗传逻辑电路的实现:生物寄存器
Pub Date : 2015-11-23 DOI: 10.1007/s11693-015-9186-6
Chun-Liang Lin, Ting-Yu Kuo, Yang-Yi Chen
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引用次数: 6
Recent advances and versatility of MAGE towards industrial applications MAGE在工业应用中的最新进展和多功能性
Pub Date : 2015-11-07 DOI: 10.1007/s11693-015-9184-8
Vijai Singh, D. Braddick
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引用次数: 7
Influence of parameter values on the oscillation sensitivities of two p53-Mdm2 models. 参数值对两种p53-Mdm2模型振荡灵敏度的影响。
Pub Date : 2015-09-01 Epub Date: 2015-06-05 DOI: 10.1007/s11693-015-9173-y
Christian E Cuba, Alexander R Valle, Giancarlo Ayala-Charca, Elizabeth R Villota, Alberto M Coronado

Biomolecular networks that present oscillatory behavior are ubiquitous in nature. While some design principles for robust oscillations have been identified, it is not well understood how these oscillations are affected when the kinetic parameters are constantly changing or are not precisely known, as often occurs in cellular environments. Many models of diverse complexity level, for systems such as circadian rhythms, cell cycle or the p53 network, have been proposed. Here we assess the influence of hundreds of different parameter sets on the sensitivities of two configurations of a well-known oscillatory system, the p53 core network. We show that, for both models and all parameter sets, the parameter related to the p53 positive feedback, i.e. self-promotion, is the only one that presents sizeable sensitivities on extrema, periods and delay. Moreover, varying the parameter set values to change the dynamical characteristics of the response is more restricted in the simple model, whereas the complex model shows greater tunability. These results highlight the importance of the presence of specific network patterns, in addition to the role of parameter values, when we want to characterize oscillatory biochemical systems.

呈现振荡行为的生物分子网络在自然界中无处不在。虽然已经确定了一些稳健振荡的设计原则,但当动力学参数不断变化或不精确已知时,这些振荡是如何受到影响的,这在细胞环境中经常发生。对于昼夜节律、细胞周期或p53网络等系统,已经提出了许多不同复杂程度的模型。在这里,我们评估了数百种不同的参数集对一个众所周知的振荡系统——p53核心网络的两种配置的灵敏度的影响。我们表明,对于模型和所有参数集,与p53正反馈(即自我提升)相关的参数是唯一对极值、周期和延迟呈现相当大灵敏度的参数。此外,通过改变参数集值来改变响应的动态特性在简单模型中受到更大的限制,而在复杂模型中则表现出更大的可调性。这些结果突出了特定网络模式的存在的重要性,除了参数值的作用,当我们想要表征振荡生化系统。
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引用次数: 5
期刊
Systems and Synthetic Biology
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