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Table 2 Associations of the 9 bacterial genera and Shannon diversity with tPCs 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

Transcriptome

tPC1

tPC2

tPC3

tPC4

tPC5

tPC6

tPC7

tPC8

tPC9

All

Veillonella

0.57

0.05*

0.91

0.39

0.32

0.53

0.71

0.82

0.70

Prevotella

0.34

0.42

0.04*

0.25

0.93

0.92

0.59

0.59

0.14

Haemophilus

0.01*

1E-4*

3E-3*

0.97

0.68

0.41

0.01*

0.33

0.02*

Streptococcus

0.19

0.17

0.29

0.67

0.59

0.87

0.03*

0.36

0.36

Moraxella

0.03*

0.45

0.88

5E-4*

0.09

0.30

0.01*

0.02*

0.02*

Megasphaera

2E-4*

0.95

0.15

0.03*

0.28

0.78

0.91

0.84

0.79

Neisseria

5E-3*

0.92

0.26

0.29

0.21

0.05*

0.19

0.18

0.23

S24–7

0.72

0.73

0.38

0.52

0.94

0.84

0.80

0.57

0.46

Selenomonas

0.29

0.97

0.13

0.24

0.09

0.04*

0.33

0.21

0.48

Shannon

0.01*

0.10

0.02*

0.91

0.51

0.03*

0.04*

0.06

0.92

Stable

Veillonella

0.27

0.06

0.05

0.25

0.26

0.95

0.08

0.83

0.53

Prevotella

0.37

0.36

0.27

0.51

0.56

0.67

0.27

0.90

0.27

Haemophilus

0.10

0.01*

0.04*

0.36

0.76

0.62

0.16

0.31

0.51

Streptococcus

0.80

0.64

0.73

0.28

0.56

3E-3*

0.08a

0.86

0.51

Moraxella

0.40

0.59

0.81

0.46

0.57

0.35

0.75

0.13

0.24

Megasphaera

0.58

0.43

0.02*

0.50

0.39

0.07a

0.45

0.67

0.78

Neisseria

0.73

0.49

0.95

0.44

0.09a

0.60

0.50

0.83

0.60

S24–7

0.39

0.73

0.52

0.82

0.42

0.90

0.03*

0.72

2E-3*

Selenomonas

0.02*

0.59

0.50

0.58

0.90

0.92

0.57

0.88

0.56

Shannon

0.06

0.10

0.08

0.33

0.26

0.37

0.92

0.07

0.26

  1. aVariables not statistically significant but present in the model