Guild-Level Microbiome Signature Associated with COVID-19 Severity and Prognosis/Experiment 2

From BugSigDB


Reviewed Marked as Reviewed by Svetlana up on 2024-7-29

Curated date: 2024/03/08

Curator: Zheeburg

Revision editor(s): Zheeburg, Aleru Divine

Subjects

Location of subjects
China
Host species Species from which microbiome was sampled. Contact us to have more species added.
Homo sapiens
Body site Anatomical site where microbial samples were extracted from according to the Uber Anatomy Ontology
Feces Cow dung,Cow pat,Droppings,Dung,Excrement,Excreta,Faeces,Fecal material,Fecal matter,Fewmet,Frass,Guano,Matières fécales@fr,Merde@fr,Ordure,Partie de la merde@fr,Piece of shit,Porción de mierda@es,Portion of dung,Portion of excrement,Portion of faeces,Portion of fecal material,Portion of fecal matter,Portion of feces,Portion of guano,Portion of scat,Portionem cacas,Scat,Spoor,Spraint,Stool,Teil der fäkalien@de,Feces,feces
Condition The experimental condition / phenotype studied according to the Experimental Factor Ontology
COVID-19 2019 novel coronavirus,2019 novel coronavirus infection,2019-nCoV,2019-nCoV infection,beta-CoV,beta-CoVs,betacoronavirus,coronavirus disease 2019,SARS-coronavirus 2,SARS-CoV-2,severe acute respiratory syndrome coronavirus 2,severe acute respiratory syndrome coronavirus 2 infectious disease,β-coronavirus,β-CoV,β-CoVs,COVID-19,cOVID-19
Group 0 name Corresponds to the control (unexposed) group for case-control studies
Mild severity
Group 1 name Corresponds to the case (exposed) group for case-control studies
Severe/Critical severity
Group 1 definition Diagnostic criteria applied to define the specific condition / phenotype represented in the case (exposed) group
COVID-19 Patients with severe/critical severity symptoms.
Group 0 sample size Number of subjects in the control (unexposed) group
88
Group 1 sample size Number of subjects in the case (exposed) group
12

Lab analysis

Sequencing type
WMS
16S variable region One or more hypervariable region(s) of the bacterial 16S gene
Not specified
Sequencing platform Manufacturer and experimental platform used for quantifying microbial abundance
Illumina

Statistical Analysis

Data transformation Data transformation applied to microbial abundance measurements prior to differential abundance testing (if any).
relative abundances
Statistical test
Dunn's test
Kruskall-Wallis
Significance threshold p-value or FDR threshold used for differential abundance testing (if any)
0.05
MHT correction Have statistical tests be corrected for multiple hypothesis testing (MHT)?
Yes

Alpha Diversity

Shannon Estimator of species richness and species evenness: more weight on species richness
decreased

Signature 1

Reviewed Marked as Reviewed by Svetlana up on 2024-7-29

Curated date: 2024/03/09

Curator: Zheeburg

Revision editor(s): Zheeburg, Aleru Divine

Source: Fig. 2A

Description: Heatmap of 33 high-quality metagenome-assembled genomes (HQMAGs) identified by redundancy analysis (RDA) and showing differential abundance between the 3 severity groups.

Abundance in Group 1: increased abundance in Severe/Critical severity

NCBI Quality ControlLinks
Akkermansia muciniphila
Anaerotignum
Barnesiella intestinihominis
Dorea
Enterocloster bolteae
Enterococcus avium
Enterococcus faecium
Intestinibacter bartlettii
Lachnospiraceae
Ligilactobacillus salivarius
Limosilactobacillus fermentum
Phascolarctobacterium faecium
Ruthenibacterium lactatiformans
Acutalibacteraceae

Revision editor(s): Zheeburg, Aleru Divine

Signature 2

Reviewed Marked as Reviewed by Svetlana up on 2024-7-29

Curated date: 2024/11/22

Curator: Aleru Divine

Revision editor(s): Aleru Divine

Source: Figure 2A

Description: Heatmap of 33 high-quality metagenome-assembled genomes (HQMAGs) identified by redundancy analysis (RDA) and showing differential abundance between the 3 severity groups.

Abundance in Group 1: decreased abundance in Severe/Critical severity

NCBI Quality ControlLinks
Faecalibacterium prausnitzii
Allisonella histaminiformans
Acutalibacteraceae
Negativibacillus
Clostridium
Romboutsia timonensis
Coprococcus
Ruminococcus bromii
Ruminococcus
Lachnospiraceae

Revision editor(s): Aleru Divine