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用于类风湿关节炎研究的计算系统生物学方法:从分子图谱到动力学模型

Computational Systems Biology Approach for the Study of Rheumatoid Arthritis: From a Molecular Map to a Dynamical Model.

作者信息

Singh Vidisha, Ostaszewski Marek, Kalliolias George D, Chiocchia Gilles, Olaso Robert, Petit-Teixeira Elisabeth, Helikar Tomáš, Niarakis Anna

机构信息

GenHotel EA3886, Univ Evry, Université Paris-Saclay, 91025, Evry, France.

Luxembourg Centre for Systems Biomedicine, Université du Luxembourg, Esch-sur-Alzette, Luxembourg.

出版信息

Genom Comput Biol. 2018;4(1). doi: 10.18547/gcb.2018.vol4.iss1.e100050. Epub 2017 Dec 6.

Abstract

In this work we present a systematic effort to summarize current biological pathway knowledge concerning Rheumatoid Arthritis (RA). We are constructing a detailed molecular map based on exhaustive literature scanning, strict curation criteria, re-evaluation of previously published attempts and most importantly experts' advice. The RA map will be web-published in the coming months in the form of an interactive map, using the MINERVA platform, allowing for easy access, navigation and search of all molecular pathways implicated in RA, serving thus, as an on line knowledgebase for the disease. Moreover the map could be used as a template for Omics data visualization offering a first insight about the pathways affected in different experimental datasets. The second goal of the project is a dynamical study focused on synovial fibroblasts' behavior under different initial conditions specific to RA, as recent studies have shown that synovial fibroblasts play a crucial role in driving the persistent, destructive characteristics of the disease. Leaning on the RA knowledgebase and using the web platform Cell Collective, we are currently building a Boolean large scale dynamical model for the study of RA fibroblasts' activation.

摘要

在这项工作中,我们开展了一项系统性工作,以总结目前有关类风湿性关节炎(RA)的生物学通路知识。我们正在通过详尽的文献扫描、严格的筛选标准、对先前发表成果的重新评估,以及最重要的专家建议,构建一幅详细的分子图谱。RA图谱将在未来几个月以交互式图谱的形式在网络上发布,使用MINERVA平台,便于访问、浏览和搜索与RA相关的所有分子通路,从而作为该疾病的在线知识库。此外,该图谱可作为组学数据可视化的模板,初步洞察不同实验数据集中受影响的通路。该项目的第二个目标是进行一项动态研究,聚焦于类风湿性关节炎特定的不同初始条件下滑膜成纤维细胞的行为,因为最近的研究表明滑膜成纤维细胞在推动该疾病持续的破坏性特征方面起着关键作用。基于RA知识库并使用网络平台Cell Collective,我们目前正在构建一个布尔型大规模动态模型,用于研究类风湿性关节炎成纤维细胞的激活。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/43d0/6016388/f0dacb2f1b11/nihms962615f1.jpg

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