“…Both environmental and host-specific factors are predictors of amphibian skin microbiome structure 18 , 19 . Among the environmental factors influencing the cutaneous bacterial communities of amphibians, life stage transitions 18 , 20 , 21 , diet composition 22 , disease 23 , elevation 24 , microbial interactions 25 , 26 , season 17 , 27 , temperature 14 , water pH 28 , contaminants 28 , captivity 29 , 30 , habitat fragmentation 31 , 32 , trophic network interactions 33 , host assemblages 34 , and precipitation have been identified 35 . Host associated factors are less studied but clearly also play a role because multiple studies have demonstrated that the skin microbiomes of co-occurring species are significantly different 18 , 29 , 36 , 37 .…”