Learning machine approach reveals microbial signatures of diet and sex in dog/Experiment 3

From BugSigDB


Reviewed Marked as Reviewed by Peace Sandy on 2024-2-27

Curated date: 2024/02/26

Curator: Peace Sandy

Revision editor(s): Peace Sandy

Subjects

Location of subjects
Italy
Host species Species from which microbiome was sampled. Contact us to have more species added.
Canis lupus familiaris
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
Diet Dietary,Diets,Diet,diet
Group 0 name Corresponds to the control (unexposed) group for case-control studies
Spayed Female - FC
Group 1 name Corresponds to the case (exposed) group for case-control studies
Whole Female - F
Group 1 definition Diagnostic criteria applied to define the specific condition / phenotype represented in the case (exposed) group
Whole Female
Group 0 sample size Number of subjects in the control (unexposed) group
28
Group 1 sample size Number of subjects in the case (exposed) group
145
Antibiotics exclusion Number of days without antibiotics usage (if applicable) and other antibiotics-related criteria used to exclude participants (if any)
NIL

Lab analysis

Sequencing type
16S
16S variable region One or more hypervariable region(s) of the bacterial 16S gene
V3-V4
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
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
Matched on Factors on which subjects have been matched on in a case-control study
age, sex


Signature 1

Reviewed Marked as Reviewed by Peace Sandy on 2024-2-27

Curated date: 2024/02/26

Curator: Peace Sandy

Revision editor(s): Peace Sandy

Source: Fig 5

Description: Relative Abundances (RA) for the category sex of the three represented phyla in the fecal microbiota. RA were compared with the Kruskal-Wallis non-parametric test: (A) Firmicutes; (B) Bacteroidetes; (C) Fusobacteria. Data are reported as mean and standard error. F = whole females subjects; M = whole males subjects; FC = spayed females subjects; MC = neutered males subjects.

Abundance in Group 1: increased abundance in Whole Female - F

NCBI Quality ControlLinks
Fusobacteriia
Bacteroidota

Revision editor(s): Peace Sandy

Signature 2

Reviewed Marked as Reviewed by Peace Sandy on 2024-2-27

Curated date: 2024/02/26

Curator: Peace Sandy

Revision editor(s): Peace Sandy

Source: Fig 5

Description: Relative Abundances (RA) for the category sex of the three represented phyla in the fecal microbiota. RA were compared with the Kruskal-Wallis non-parametric test: (A) Firmicutes; (B) Bacteroidetes; (C) Fusobacteria. Data are reported as mean and standard error. F = whole females subjects; M = whole males subjects; FC = spayed females subjects; MC = neutered males subjects.

Abundance in Group 1: decreased abundance in Whole Female - F

NCBI Quality ControlLinks
Bacillota

Revision editor(s): Peace Sandy