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. 2023 Sep 1;14:1173974. doi: 10.3389/fimmu.2023.1173974

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Copyright © 2023 Zhong, Xie, Feng, Zhang, Xia, Tan, Chen, Su, Zhang, Feng and Guo

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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Forest plot for causal association between seven unique protective/risky microbial taxa with COVID-19 severity. (A–E) Five protective microbial taxa for COVID-19 severity. (F, G) Two risky microbial taxa for COVID-19 severity.