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. 2012 Jun 19;109(25):9692-8.
doi: 10.1073/pnas.1206721109. Epub 2012 May 21.

"VSports注册入口" Quantification of the relative roles of niche and neutral processes in structuring gastrointestinal microbiomes

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VSports注册入口 - Quantification of the relative roles of niche and neutral processes in structuring gastrointestinal microbiomes

VSports在线直播 - Patricio Jeraldo et al. Proc Natl Acad Sci U S A. .

Abstract

The theoretical description of the forces that shape ecological communities focuses 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 nonneutral (niche) contribution. Our results demonstrate that high-resolution genomics can remove the ambiguities of process inference inherent in classic ecological measures and permits quantification of the forces shaping complex microbial communities VSports手机版. .

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Conflict of interest statement

The authors declare no conflict of interest.

Figures

Fig. 1.
Fig. 1.
Sketch of the starting point for a metagenomic analysis of an environment. Circles indicate OTUs, and abundance (number of sequences within the OTU) is labeled by the size of the circle. A representative sequence is associated with each OTU. The OTUs are embedded in a sequence space, such that the distance between the circles in the sequence space corresponds to, for example, sequence or phylogenetic distance between the representatives.
Fig. 2.
Fig. 2.
(A) Classification of the OTUs into two groups based on the rank abundance. The top formula image of OTUs are labeled modal, whereas the remaining OTUs are labeled rare. (B) Sketch of the neutral and niche evolution processes in sequence space. Light blue OTUs are rare, whereas red OTUs are modal. For the neutral process, the average distance of a rare OTU to its closest modal OTU is large (indicated by the arrow). For the niche process, this distance is much smaller because rare OTUs cluster about the modal OTUs that define the niches. (C) Sketch of the expected distributions of distance to the closest modal OTU. For the neutral process, this distribution is peaked around some nonzero distance, which is close to the average distance between the OTUs in the dataset. In the niche process, the distribution monotonically decays with distance because the rare OTUs are attracted to the niches.
Fig. 3.
Fig. 3.
Results of our metric, the distributions of formula image shown for a fully niche-like model dataset formula image, a fully neutral-like model dataset formula image, and an intermediate dataset formula image. The results shown are the average of 5,000 Monte Carlo simulations for each dataset.
Fig. 4.
Fig. 4.
Comparison of rank-abundance curves and neutral model fits for the six animal GI microbiomes. Lines indicate fits to Hubbell’s neutral metacommunity model. Parameter formula image of the model is fit to correspond to the exponential tail in rank abundance. Offset represents the number of high-abundance OTUs that do not fit the neutral model.
Fig. 5.
Fig. 5.
Histogram of distances of rare OTUs to the nearest modal OTU for each of the six GI microbiomes with the cutoff formula image (blue bars indicate experimental data). Red lines indicate the results of the metric applied to sequences that were randomized while preserving rank abundance and sequence statistics (main text). Cattle and swine datasets share the same y axis.

References (V体育官网)

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