Bayesian differential analysis of gene regulatory networks exploiting genetic perturbations

被引：0
|
作者：
Yan Li
Dayou Liu
Tengfei Li
Yungang Zhu
机构：
[1] College of Computer Science and Technology,
[2] Jilin University,undefined
[3] Key Laboratory of Symbolic Computation and Knowledge Engineering of Ministry of Education,undefined
[4] Jilin University,undefined
来源：
BMC Bioinformatics | / 21卷
关键词：
Gene regulatory networks; Gene expression; Genetic perturbations; Structural equation models; Differential GRN; Bayesian inference;
D O I：
暂无
中图分类号：
学科分类号：
摘要：
引用
收藏
相关论文
共 50 条
  • [41] Retrieving Common Dynamics of Gene Regulatory Networks under Various Perturbations
    Chang, Young Hwan
    Dobbe, Roel
    Bhushan, Palak
    Gray, Joe W.
    Tomlin, Claire J.
    2015 54TH IEEE CONFERENCE ON DECISION AND CONTROL (CDC), 2015, : 2531 - 2536
  • [42] Control Strategies for Mitigating the Effect of External Perturbations on Gene Regulatory Networks
    Foo, Mathias
    Gherman, Iulia
    Denby, Katherine J.
    Bates, Declan G.
    IFAC PAPERSONLINE, 2017, 50 (01): : 12647 - 12652
  • [43] INFERRING GENE REGULATORY NETWORKS WITH NONLINEAR MODELS VIA EXPLOITING SPARSITY
    Noor, Amina
    Serpedin, Erchin
    Nounou, Mohamed
    Nounou, Hazem
    2012 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH AND SIGNAL PROCESSING (ICASSP), 2012, : 725 - 728
  • [44] Nonparametric Bayesian inference for perturbed and orthologous gene regulatory networks
    Penfold, Christopher A.
    Buchanan-Wollaston, Vicky
    Denby, Katherine J.
    Wild, David L.
    BIOINFORMATICS, 2012, 28 (12) : I233 - I241
  • [45] Fast Bayesian inference for gene regulatory networks using ScanBMA
    Young, William Chad
    Raftery, Adrian E.
    Yeung, Ka Yee
    BMC SYSTEMS BIOLOGY, 2014, 8
  • [46] Weighted ensemble learning of Bayesian network for gene regulatory networks
    Njah, Hasna
    Jamoussi, Salma
    NEUROCOMPUTING, 2015, 150 : 404 - 416
  • [47] Gene regulatory network inference with extended scores for Bayesian networks
    Vandel, Jimmy
    Mangin, Brigitte
    Vignes, Matthieu
    Leroux, Damien
    Loudet, Olivier
    Martin-Magniette, Marie-Laure
    De Givry, Simon
    Revue d'Intelligence Artificielle, 2012, 26 (06) : 679 - 708
  • [48] Stability of Inferring Gene Regulatory Structure with Dynamic Bayesian Networks
    Rajapakse, Jagath C.
    Chaturvedi, Iti
    PATTERN RECOGNITION IN BIOINFORMATICS, 2011, 7036 : 237 - 246
  • [49] Bayesian learning of nonlinear gene regulatory networks with switching architectures
    Velez-Cruz, Nayely
    Papandreou-Suppappola, Antonia
    FRONTIERS IN SIGNAL PROCESSING, 2024, 4
  • [50] Inference of Gene Regulatory Network Based on Local Bayesian Networks
    Liu, Fei
    Zhang, Shao-Wu
    Guo, Wei-Feng
    Wei, Ze-Gang
    Chen, Luonan
    PLOS COMPUTATIONAL BIOLOGY, 2016, 12 (08)
12345