/Dynamical-Network-Biomarker

动态网络标志物 Dynamical Network Biomarker

Primary LanguagePythonGNU General Public License v3.0GPL-3.0

Dynamical Network Biomarker 动态网络标志物

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本项目包含RNA-seq(转录组测序)、Chip-seq(染色质免疫共沉淀),这两大类生物数据的动态网络标志物以及相关数据差异表达分析。

部分参考文献

  • Aihara, K., et al. Dynamical network biomarkers: Theory and applications. Gene 2022;808:145997.
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  • Liu, R., et al. Identifying critical transitions and their leading biomolecular networks in complex diseases. Sci Rep 2012;2:813.
  • Liu, R., et al. Identifying critical transitions of complex diseases based on a single sample. Bioinformatics 2014;30(11):1579-1586.
  • Liu, T.Y., et al. An individualized predictor of health and disease using paired reference and target samples. BMC Bioinformatics 2016;17:47.
  • Liu, X., et al. Detecting early-warning signals of type 1 diabetes and its leading biomolecular networks by dynamical network biomarkers. BMC Med Genomics 2013;6 Suppl 2(Suppl 2):S8.
  • Liu, X., et al. Personalized characterization of diseases using sample-specific networks. Nucleic Acids Res 2016;44(22):e164.
  • Liu, Z.P., et al. Identifying dysfunctional crosstalk of pathways in various regions of Alzheimer's disease brains. BMC Syst Biol 2010;4 Suppl 2(Suppl 2):S11.