HTRA1 and age-related macular degeneration: Next, we use multivariate association by linear models (MaAsLin) to examine whether relative abundances of microbial taxa and pathways were associated with demographic parameters or with genetic risk factors for AMD (CFH1, CFH2, CFH3, and HTRA1, Fig. 4c).