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. 2021 Dec 2;11:706970. doi: 10.3389/fcimb.2021.706970

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Copyright © 2021 Liu, Zhang, Tang, Jiang, Yan, Liu, Gong, Mew, Sun, Chen, Zou, Chen and Qiu

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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Gut microbiota-based prediction and their association with clinical indices. (A, B) Receiver operating characteristic (ROC) analysis of Tyzzerella for its ability to detect asymptomatic cases and patients. (C) Microbial species correlated with clinical indices of all the participants based on Spearman correlation analysis. (D) Relationships among clinical indices and top four gut bacterial were analyzed by using redundancy analysis (RDA) (E) Microbial species correlated with duration of viral RNA turns negative and hospitalization time. (F) Microbial species correlated with high-sensitivity C-reactive protein, D-Dimer, potassium, chlorine, calcium, blood glucose, sodium, carbonyldiamine, creatinine, alkaline phosphatase.