Suppr超能文献

系统生物学与诊断生物标志物的发现。

Systems biology and the discovery of diagnostic biomarkers.

机构信息

Institute for Systems Biology, WA, USA.

出版信息

Dis Markers. 2010;28(4):199-207. doi: 10.3233/DMA-2010-0697.

Abstract

Systems biology is an approach to the science that views biology as an information science, studies biological systems as a whole and their interactions with the environment. This approach, for the reasons described here, has particular power in the search for informative diagnostic biomarkers of diseases because it focuses on the fundamental causes and keys on the identification and understanding of disease- perturbed molecular networks. In this review, we describe some recent developments that have used systems biology to address complex diseases - prion disease and drug induced liver injury- and use these as examples to illustrate the importance of understanding network structure and dynamics. The knowledge of network dynamics through in vitro experimental perturbation and modeling allows us to determine the state of the networks, to identify molecular correlates, and to derive new disease treatment approaches to reverse the pathology or prevent its progress into a more severe state through the manipulation of network states. This general approach, including diagnostics and therapeutics, is becoming known as systems medicine.

摘要

系统生物学是一种将生物学视为信息科学的科学方法,它将生物系统作为一个整体来研究,并研究它们与环境的相互作用。由于这里描述的原因,这种方法在寻找疾病的有意义的诊断生物标志物方面具有特别的优势,因为它专注于根本原因,并专注于识别和理解疾病干扰的分子网络。在这篇综述中,我们描述了一些最近的发展,这些发展使用系统生物学来解决复杂疾病——朊病毒病和药物性肝损伤,并将这些作为示例来说明理解网络结构和动态的重要性。通过体外实验干扰和建模来了解网络动态,使我们能够确定网络的状态,识别分子相关性,并通过操纵网络状态来得出新的疾病治疗方法,以逆转病理学或防止其发展为更严重的状态。这种包括诊断和治疗在内的一般方法被称为系统医学。

相似文献

1
Systems biology and the discovery of diagnostic biomarkers.
Dis Markers. 2010;28(4):199-207. doi: 10.3233/DMA-2010-0697.
2
Macromolecular crowding: chemistry and physics meet biology (Ascona, Switzerland, 10-14 June 2012).
Phys Biol. 2013 Aug;10(4):040301. doi: 10.1088/1478-3975/10/4/040301. Epub 2013 Aug 2.
4
Use of systems biology to decipher host-pathogen interaction networks and predict biomarkers.
Clin Microbiol Infect. 2016 Jul;22(7):600-6. doi: 10.1016/j.cmi.2016.04.014. Epub 2016 Apr 22.
5
Systems biology meets -omic technologies: novel approaches to biomarker discovery and companion diagnostic development.
Expert Rev Mol Diagn. 2015 Feb;15(2):255-65. doi: 10.1586/14737159.2015.975214. Epub 2014 Nov 1.
9
miRNAs and their application in drug-induced liver injury.
Biomark Med. 2014;8(2):161-72. doi: 10.2217/bmm.13.147.
10
Dissecting the HIV-specific immune response: a systems biology approach.
Curr Opin HIV AIDS. 2012 Jan;7(1):17-23. doi: 10.1097/COH.0b013e32834ddb0e.

引用本文的文献

1
Identification of technology frontiers of artificial intelligence-assisted pathology based on patent citation network.
PLoS One. 2022 Aug 22;17(8):e0273355. doi: 10.1371/journal.pone.0273355. eCollection 2022.
3
Single-Cell Microwell Platform Reveals Circulating Neural Cells as a Clinical Indicator for Patients with Blood-Brain Barrier Breakdown.
Research (Wash D C). 2021 Jul 8;2021:9873545. doi: 10.34133/2021/9873545. eCollection 2021.
4
Identification of Biomarkers in Neuropsychiatric Disorders Based on Systems Biology and Epigenetics.
Front Genet. 2019 Oct 11;10:985. doi: 10.3389/fgene.2019.00985. eCollection 2019.
5
Integrated Systems Biology Approach Identifies Novel Maternal and Placental Pathways of Preeclampsia.
Front Immunol. 2018 Aug 8;9:1661. doi: 10.3389/fimmu.2018.01661. eCollection 2018.
6
An evolutionary learning and network approach to identifying key metabolites for osteoarthritis.
PLoS Comput Biol. 2018 Mar 1;14(3):e1005986. doi: 10.1371/journal.pcbi.1005986. eCollection 2018 Mar.
7
Advantages and Pitfalls of Mass Spectrometry Based Metabolome Profiling in Systems Biology.
Int J Mol Sci. 2016 Apr 27;17(5):632. doi: 10.3390/ijms17050632.
8
The new holism: P4 systems medicine and the medicalization of health and life itself.
Med Health Care Philos. 2016 Jun;19(2):307-23. doi: 10.1007/s11019-016-9683-8.
9
Networks of neuroinjury semantic predications to identify biomarkers for mild traumatic brain injury.
J Biomed Semantics. 2015 May 18;6:25. doi: 10.1186/s13326-015-0022-4. eCollection 2015.

文献AI研究员

20分钟写一篇综述,助力文献阅读效率提升50倍。

立即体验

用中文搜PubMed

大模型驱动的PubMed中文搜索引擎

马上搜索

文档翻译

学术文献翻译模型,支持多种主流文档格式。

立即体验