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Table 3 Real data: selection results using a BFDR of 0.1

From: An integrative Bayesian Dirichlet-multinomial regression model for the analysis of taxonomic abundances in microbiome data

KEGG ID

Pathway

Taxa

MPPI

β pj

ko04660

T cell receptor signaling pathway

g.Subdoligranulum

1.00

0.40

ko04512

ECM-receptor interaction

g.Subdoligranulum

1.00

0.44

ko00680

Methane metabolism

g.Sutterella

1.00

-1.47

ko05200

Pathways in cancer

o.Bacteroidales

1.00

-1.04

ko04540

Gap junction

o.Bacteroidales

1.00

-0.92

ko00534

Glycosaminoglycan biosynthesis

g.Ruminococcus

1.00

-0.56

ko00053

Ascorbate and aldarate metabolism

g.Ruminococcus

1.00

-0.46

ko00650

Butanoate metabolism

g.Ruminococcus

1.00

-0.55

ko00513

Various types of N-glycan biosynthesis

g.Parabacteroides

1.00

0.54

ko00500

Starch and sucrose metabolism

g.Parabacteroides

1.00

-0.61

ko00904

Diterpenoid biosynthesis

g.Dialister

1.00

-1.21

ko00360

Phenylalanine metabolism

g.Dialister

1.00

-2.18

ko00626

Naphthalene degradation

g.Bacteroides

1.00

0.39

ko00010

Glycolysis / Gluconeogenesis

g.Bacteroides

1.00

-0.57

ko00513

Various types of N-glycan biosynthesis

g.Prevotella

1.00

0.77

ko00512

Mucin type O-Glycan biosynthesis

g.Prevotella

1.00

-1.06

ko00620

Pyruvate metabolism

g.Prevotella

1.00

-1.76

ko04340

Hedgehog signaling pathway

g.Ruminococcus

1.00

0.45

ko04660

T cell receptor signaling pathway

g.Roseburia

1.00

0.46

ko00983

Drug metabolism

g.Sutterella

1.00

-1.20

ko00260

Glycine, serine and threonine metabolism

o.Bacteroidales

1.00

0.88

ko00330

Arginine and proline metabolism

g.Ruminococcus

0.99

0.39

ko01057

Biosynthesis of type II polyketide products

o.Bacteroidales

0.99

0.76

ko00620

Pyruvate metabolism

g.Ruminococcus

0.99

0.56

ko00920

Sulfur metabolism

f.Prevotellaceae

0.99

1.36

ko00010

Glycolysis/Gluconeogenesis

o.Clostridiales

0.98

0.54

  1. The text in the KEGG column is hyperlinked to the KEGG orthology database for a more complete description of the selected pathways. Taxa names start with “g.”, “f.” or “o.” which stand for genus, family, or order, respectively, and correspond to the lowest taxonomic classification available