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. 2021 Sep 17;9:736994. doi: 10.3389/fcell.2021.736994

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Copyright © 2021 Yuan, Chen, Yao, Zeng, Xie, Shafiq, Noman and Jiao.

This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.

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(A) Heatmaps of interactions between species and environmental factors. Environmental factors are on the X-axis, and species are on the Y-axis. (B) Heatmap of the relationship between clusters and environmental factors. The X-axis is the environmental factor, and the Y-axis is the cluster. (C) Heatmap of the relationship between metabolic pathways and clusters. The X-axis shows the clusters, and the Y-axis shows the metabolic paths. The R-value (rank correlation) and the p-value of the corrected error finding rate were calculated. The R values are shown in different colors in the figure. The legend on the right is the color code of the different R values. *p < 0.05, **p < 0.01, ***p < 0.001.