scholarly journals A practical guide to pseudo-marginal methods for computational inference in systems biology

2020 ◽  
Vol 496 ◽  
pp. 110255 ◽  
Author(s):  
David J. Warne ◽  
Ruth E. Baker ◽  
Matthew J. Simpson
Keyword(s):  
Systems Biology ◽  
Practical Guide ◽  
Computational Inference

Combining integrated systems-biology approaches with intervention-based experimental design provides a higher-resolution path forward for microbiome research

2019 ◽  
Vol 42 ◽  
Author(s):  
J. Alfredo Blakeley-Ruiz ◽  
Carlee S. McClintock ◽  
Ralph Lydic ◽  
Helen A. Baghdoyan ◽  
James J. Choo ◽  
...  
Keyword(s):  
Systems Biology ◽  
High Resolution ◽  
Experimental Design ◽  
Integrated Systems ◽  
Microbiome Research ◽  
Constructive Criticism

Abstract The Hooks et al. review of microbiota-gut-brain (MGB) literature provides a constructive criticism of the general approaches encompassing MGB research. This commentary extends their review by: (a) highlighting capabilities of advanced systems-biology “-omics” techniques for microbiome research and (b) recommending that combining these high-resolution techniques with intervention-based experimental design may be the path forward for future MGB research.

Systems Biology

2009 ◽  
Author(s):  
Bernhard O. Palsson ◽  
Marc Abrams
Keyword(s):  
Systems Biology
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