Table 2 Multivariate linear mixed-effect regression models assessing clinical and microbial predictors associated with gut Shannon α-diversity before and immediately after liver transplantation

From: Colonizing multidrug-resistant bacteria and the longitudinal evolution of the intestinal microbiome after liver transplantation

Predictor

Univariate coefficient

Univariate Pa

Multivariate coefficient (95% CI)

Multivariate Pa,b

Pre-LT

 Liver disease—ARLD

 

Reference

−0.72 (−1.35, −0.09)

<0.05

 AIH

1.30

<0.01

  

 BILIARY

0.91

0.11

  

 HBV

1.39

<0.01

  

 HCV

1.45

<0.001

  

 NAFLD

1.48

<0.001

  

 Comorbidity—HCC

0.42

<0.05

  

 MELD (>18 vs. ≤18)

−0.99

<0.0001

  

 CTP score

−0.22

<0.0001

−0.14 (−0.21, −0.07)

<0.0001

 CRE colonization

−2.28

<0.001

−1.48 (−2.54, −0.42)

<0.01

 VRE colonization

−1.03

<0.001

−0.43 (−0.91, −0.05)

0.08

 Ceph-RE colonization

−0.46

0.1

  

 β-lactam IIc

−0.54

0.07

  

 Glyco-/lipo-peptidec

−1.30

<0.001

−0.61 (−1.21, −0.01)

<0.05

 Carbapenemc

−0.90

<0.05

  

 Fluoroquinolonec

−0.98

<0.001

  

Peri-LT (weeks 1–3)

 Comorbidity—HCC

0.31

<0.05

  

 MELD (>18 vs. ≤18)

0.67

<0.0001

  

 CTP score

−0.17

<0.0001

−0.11 (−0.16, −0.07)

<0.0001

 PRBC transfusion (units)

−0.02

<0.01

  

 Post-operative bleedingd

−0.69

<0.001

−0.45 (−0.75, −0.15)

<0.01

 Peri-operative antibiotic adjustment

−0.67

<0.0001

−0.50 (−0.73, −0.23)

<0.0001

 CRE colonization

−0.59

<0.01

  

 VRE colonization

−0.41

<0.001

  

 Ceph-RE colonization

−0.42

<0.01

−0.29 (−0.52, −0.07)

<0.05

 β-lactam IIc

−0.26

<0.01

−0.24 (−0.42, −0.05)

<0.05

 β-lactam IIIc

−0.76

<0.05

  

 Glyco-/lipo-peptidec

−0.33

<0.05

  

 Carbapenemc

−0.77

<0.01

  

 Fluoroquinolonec

−0.65

<0.001

−0.55 (−0.89, −0.21)

<0.01

  1. aUni- and multivariate associations were assessed by using linear (pre-LT) or linear mixed-effect (peri-LT) regression models. Predictors with univariate P ≤ 0.1 were considered for inclusion in multivariate modeling
  2. bAll multivariate models had overall (global) P < 0.0001
  3. cAntibiotic exposure ≤ 14 days before sample; see Supplementary Methods for coding of antibiotic classes
  4. dWithin 7 days of LT