Detecting Epistatic Interactions in Metagenome-Wide Association Studies by metaBOOST

Figure 1

The overall procedure of metaBOOST: (1) obtain abundance through reads mapping; (2) infer abundance levels using Gaussian mixture model and EM algorithm; (3) identify possible epistatic interactions via logistic regression and permutation test; (4) validate identified epistatic interactions using MDR.