Table 2 Linear mixed effects model showing the abundance of annotated metabolites as the response variable while gender, dose, and time remain the independent variables.

From: Pharmacokinetic and metabolomic studies with a BIO 300 Oral Powder formulation in nonhuman primates

 

Linear mixed effect model from time 1 to 48 h

 

Estimate

Std. error

t. value

p. value

C18(Plasm)-20:4 PE

(Intercept)

1.1003

0.0812

13.5518

Dose

− 0.0890

0.0646

− 1.3779

0.1682

Gender

− 0.0772

0.0924

− 0.8357

0.4033

Time*

0.0050

0.0021

2.3691

0.0178

16:1 (DELTA.9-Cis) PC

(Intercept)

1.0554

0.0580

18.2081

Dose*

− 0.1222

0.0593

− 2.0605

0.0393

Gender

− 0.0483

0.0593

− 0.8144

0.4154

Time***

0.0061

0.0019

3.2196

0.0013

Methyl γ-linolenate

(Intercept)

0.8299

0.0738

11.2397

Dose*

0.1470

0.0683

2.1523

0.0314

Gender

− 0.0620

0.0718

− 0.8641

0.3875

Time*

0.0058

0.0025

2.3286

0.0199

Phosphocholine

(Intercept)

0.8759

0.0706

12.4146

Dose*

0.1693

0.0722

2.3451

0.0190

Gender

− 0.1060

0.0722

− 1.4681

0.1421

Time*

0.0052

0.0023

2.2487

0.0245

Palmitamide

(Intercept)

0.8858

0.0746

11.8819

Dose*

0.1642

0.0763

2.1526

0.0314

Gender

− 0.1167

0.0763

− 1.5296

0.1261

Time*

0.0053

0.0024

2.1608

0.0307

Oleic acid

(Intercept)

0.8840

0.0695

12.7141

Dose*

0.1532

0.0712

2.1524

0.0314

Gender

− 0.1035

0.0712

− 1.4552

0.1456

Time*

0.0048

0.0023

2.1200

0.0340

Oleoyl ethylamide

(Intercept)

0.8499

0.0794

10.6980

Dose*

0.1758

0.0813

2.1619

0.0306

Gender

− 0.1560

0.0813

− 1.9192

0.0550

Time***

0.0081

0.0026

3.1088

0.0019

Oleamide

(Intercept)

0.9410

0.1063

8.8523

Dose*

0.3025

0.1088

2.7805

0.0054

Gender*

− 0.2371

0.1088

− 2.1799

0.0293

Time*

0.0079

0.0035

2.2814

0.0225

  1. A comprehensive list of all detected features with test statistics (p-value, FDR-adjusted p-value, fold change and log(2) fold change) for each tested group post drug administration compared to pre-drug administration for both tested doses.
  2. Significant values are given in bold.
  3. *Indicates p < 0.05, ** < 0.01, *** < 0.001.