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系统生物学:生物信息学的下一个前沿领域。

Systems biology: the next frontier for bioinformatics.

作者信息

Likić Vladimir A, McConville Malcolm J, Lithgow Trevor, Bacic Antony

机构信息

Bio21 Molecular Science and Biotechnology Institute, The University of Melbourne, Parkville, VIC, 3010, Australia.

出版信息

Adv Bioinformatics. 2010;2010:268925. doi: 10.1155/2010/268925. Epub 2011 Feb 9.

DOI:10.1155/2010/268925
PMID:21331364
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC3038413/
Abstract

Biochemical systems biology augments more traditional disciplines, such as genomics, biochemistry and molecular biology, by championing (i) mathematical and computational modeling; (ii) the application of traditional engineering practices in the analysis of biochemical systems; and in the past decade increasingly (iii) the use of near-comprehensive data sets derived from 'omics platform technologies, in particular "downstream" technologies relative to genome sequencing, including transcriptomics, proteomics and metabolomics. The future progress in understanding biological principles will increasingly depend on the development of temporal and spatial analytical techniques that will provide high-resolution data for systems analyses. To date, particularly successful were strategies involving (a) quantitative measurements of cellular components at the mRNA, protein and metabolite levels, as well as in vivo metabolic reaction rates, (b) development of mathematical models that integrate biochemical knowledge with the information generated by high-throughput experiments, and (c) applications to microbial organisms. The inevitable role bioinformatics plays in modern systems biology puts mathematical and computational sciences as an equal partner to analytical and experimental biology. Furthermore, mathematical and computational models are expected to become increasingly prevalent representations of our knowledge about specific biochemical systems.

摘要

生化系统生物学通过倡导(i)数学和计算建模;(ii)将传统工程实践应用于生化系统分析;以及在过去十年中越来越多地(iii)使用源自“组学”平台技术的近乎全面的数据集,特别是相对于基因组测序的“下游”技术,包括转录组学、蛋白质组学和代谢组学,增强了诸如基因组学、生物化学和分子生物学等更传统的学科。未来在理解生物学原理方面的进展将越来越依赖于时空分析技术的发展,这些技术将为系统分析提供高分辨率数据。迄今为止,特别成功的策略包括(a)在mRNA、蛋白质和代谢物水平以及体内代谢反应速率上对细胞成分进行定量测量,(b)开发将生化知识与高通量实验产生的信息整合在一起的数学模型,以及(c)应用于微生物。生物信息学在现代系统生物学中不可避免地发挥的作用使数学和计算科学成为分析生物学和实验生物学的平等伙伴。此外,数学和计算模型预计将越来越普遍地成为我们关于特定生化系统的知识的表示形式。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/532b/3038413/0555a4a53b41/ABI2010-268925.002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/532b/3038413/182be2f542a4/ABI2010-268925.001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/532b/3038413/0555a4a53b41/ABI2010-268925.002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/532b/3038413/182be2f542a4/ABI2010-268925.001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/532b/3038413/0555a4a53b41/ABI2010-268925.002.jpg

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本文引用的文献

1
Systems biology: an approach.系统生物学:一种方法。
Clin Pharmacol Ther. 2010 Jul;88(1):25-33. doi: 10.1038/clpt.2010.92. Epub 2010 Jun 9.
2
Towards a genome-scale kinetic model of cellular metabolism.迈向细胞代谢的基因组规模动力学模型。
BMC Syst Biol. 2010 Jan 28;4:6. doi: 10.1186/1752-0509-4-6.
3
Regulatory crosstalk of the metabolic network.代谢网络的调控串扰。
Int J Mol Sci. 2024 Oct 25;25(21):11453. doi: 10.3390/ijms252111453.
4
Systems biology approach for enhancing limonene yield by re-engineering Escherichia coli.通过重新设计大肠杆菌来提高柠檬烯产量的系统生物学方法。
NPJ Syst Biol Appl. 2024 Oct 1;10(1):109. doi: 10.1038/s41540-024-00440-7.
5
Proposing Effective Ecotoxicity Test Species for Chemical Safety Assessment in East Asia: A Review.为东亚地区化学物质安全评估推荐有效的生态毒性测试物种:综述
Toxics. 2023 Dec 30;12(1):30. doi: 10.3390/toxics12010030.
6
Surrogate infection model predicts optimal alveolar macrophage number for clearance of Aspergillus fumigatus infections.替代感染模型预测清除烟曲霉感染的最佳肺泡巨噬细胞数量。
NPJ Syst Biol Appl. 2023 Apr 10;9(1):12. doi: 10.1038/s41540-023-00272-x.
7
Effect of Curcumin on Attenuation of Liver Cirrhosis via Genes/Proteins and Pathways: A System Pharmacology Study.姜黄素通过基因/蛋白质及通路对肝硬化衰减作用的系统药理学研究。
Nutrients. 2022 Oct 17;14(20):4344. doi: 10.3390/nu14204344.
8
Therapeutic Role of Curcumin in Diabetes: An Analysis Based on Bioinformatic Findings.姜黄素在糖尿病治疗中的作用:基于生物信息学研究结果的分析。
Nutrients. 2022 Aug 8;14(15):3244. doi: 10.3390/nu14153244.
9
Investigation of the Effect of Curcumin on Protein Targets in NAFLD Using Bioinformatic Analysis.基于生物信息学分析探讨姜黄素对非酒精性脂肪性肝病中蛋白质靶标的作用。
Nutrients. 2022 Mar 22;14(7):1331. doi: 10.3390/nu14071331.
10
A Metabolic Choreography of Maize Plants Treated with a Humic Substance-Based Biostimulant under Normal and Starved Conditions.正常和饥饿条件下用腐殖质基生物刺激剂处理的玉米植株的代谢编排
Metabolites. 2021 Jun 20;11(6):403. doi: 10.3390/metabo11060403.
Trends Biochem Sci. 2010 Apr;35(4):220-7. doi: 10.1016/j.tibs.2009.12.001. Epub 2010 Jan 7.
4
Transcriptome complexity in a genome-reduced bacterium.基因组简化细菌中的转录组复杂性
Science. 2009 Nov 27;326(5957):1268-71. doi: 10.1126/science.1176951.
5
Impact of genome reduction on bacterial metabolism and its regulation.基因组缩减对细菌代谢及其调控的影响。
Science. 2009 Nov 27;326(5957):1263-8. doi: 10.1126/science.1177263.
6
Proteome organization in a genome-reduced bacterium.基因组简化细菌中的蛋白质组组织
Science. 2009 Nov 27;326(5957):1235-40. doi: 10.1126/science.1176343.
7
Systems biology. Excavating the functional landscape of bacterial cells.系统生物学。挖掘细菌细胞的功能图景。
Science. 2009 Nov 27;326(5957):1200-1. doi: 10.1126/science.1183757.
8
Pathway Tools version 13.0: integrated software for pathway/genome informatics and systems biology.Pathway Tools 版本 13.0:综合的通路/基因组信息学和系统生物学软件。
Brief Bioinform. 2010 Jan;11(1):40-79. doi: 10.1093/bib/bbp043. Epub 2009 Dec 2.
9
The Pfam protein families database.Pfam 蛋白质家族数据库。
Nucleic Acids Res. 2010 Jan;38(Database issue):D211-22. doi: 10.1093/nar/gkp985. Epub 2009 Nov 17.
10
Synthetic biology: understanding biological design from synthetic circuits.合成生物学:从合成电路理解生物设计。
Nat Rev Genet. 2009 Dec;10(12):859-71. doi: 10.1038/nrg2697. Epub 2009 Nov 10.