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Table 3 Associations of the 9 bacterial genera and Shannon diversity with pPCs both across all samples and within stable samples in generalized linear mixed models. FDR P-values are indicated in the table. Significant associations are highlighted in asterisks. Only significant variables were included in the final model unless otherwise stated

From: Airway host-microbiome interactions in chronic obstructive pulmonary disease

 

Microbiome

Proteome

pPC1

pPC2

pPC3

pPC4

pPC5

pPC6

pPC7

pPC8

All

Veillonella

0.04*

0.82

0.54

0.62

0.40

0.19

0.62

0.04*

Prevotella

0.52

0.94

0.01*

0.11

0.02*

0.76

0.01*

0.34

Haemophilus

0.01*

0.06

1E-3*

0.69

0.25

0.47

0.64

0.56

Streptococcus

0.29

0.35

0.92

0.69

0.45

0.93

0.13

0.61

Moraxella

1E-3*

0.54

0.05a

0.45

0.13

0.40

0.85

0.52

Megasphaera

0.31

0.36

0.06a

0.67

0.51

0.01*

1E-4*

0.84

Neisseria

0.03*

0.06a

0.22

0.26

0.02*

0.01*

0.02*

0.06

S24–7

0.67

0.12

0.04*

0.24

0.21

0.58

0.49

0.55

Selenomonas

2E-3*

0.14

0.58

0.12

0.72

0.69

0.13

0.29

Shannon

0.04*

0.54

0.78

0.10

0.03*

0.56

0.58

0.09

Stable

Veillonella

0.05a

0.10

0.10

0.23

0.71

0.47

0.99

0.34

Prevotella

0.73

0.05a

0.21

0.03*

0.86

0.38

0.70

0.50

Haemophilus

0.03*

0.03*

2E-3*

0.08

0.75

0.29

0.73

0.60

Streptococcus

0.03*

0.93

0.58

0.35

0.76

0.82

0.62

0.24

Moraxella

0.46

0.97

0.26

0.59

0.95

0.96

0.30

0.79

Megasphaera

0.38

0.76

0.80

0.69

0.80

0.27

0.67

0.25

Neisseria

0.23

0.66

0.58

0.70

0.46

0.85

0.55

0.99

S24–7

0.23

0.83

0.89

0.56

0.95

0.42

0.96

0.21

Selenomonas

0.75

0.01*

0.65

0.03*

0.07a

0.70

0.39

0.05*

Shannon

0.25

0.04*

0.13

0.02*

0.33

0.58

0.77

0.41

  1. aVariables not statistically significant but present in the model