mainstudy
Quantification of the relative roles of niche and neutral processes in structuring gastrointestinal microbiomes
The theoretical description of the forces that shape ecological communities focus around two classes of models. In niche theory, deterministic interactions between species, individuals and the environment are considered the dominant factor, whereas in neutral theory, stochastic forces, such as demographic noise, speciation and immigration are dominant. Species abundance distributions predicted by the two classes of theory are difficult to distinguish empirically, making it problematic to deduce ecological dynamics from typical measures of diversity and community structure. Here we show that the fusion of species abundance data with genome-derived measures of evolutionary distance can provide a clear indication of ecological dynamics, capable of quantifying the relative roles played by niche and neutral forces. We apply this technique to six gastrointestinal microbiomes drawn from three different domesticated vertebrates, using high resolution surveys of microbial species abundance obtained from carefully curated deep 16S rRNA  hypervariable tag sequencing data. Although the species abundance patterns are seemingly well fit by the neutral theory of metacommunity assembly, we show that this theory cannot account for the evolutionary patterns in the genomic data; moreover our analyses strongly suggest that these microbiomes have in fact been assembled through processes that involve a significant non-neutral (niche) contribution. Our results demonstrate that high-resolution genomics can remove the ambiguities of process inference inherent in classical ecological measures, and permits quantification of the forces shaping complex microbial communities.