Table 2 Kidney and heart metabolites found to be most significantly correlated to anxiety-like behaviour.

From: Cardiorenal metabolic biomarkers link early life stress to risk of non-communicable diseases and adverse mental health outcomes

Organ

Metabolite

r

p

Correlation

Kidney

Methionine.1

− 0.66

0.0007

Negative

Malate.1

− 0.64

0.0011

Negative

Malate.3

− 0.61

0.0019

Negative

Glucose.1

0.60

0.0024

Positive

2-Aminoadipate‡

0.57

0.0042

Positive

Cystine

0.56

0.0057

Positive

Dimethylamine.1

0.54

0.0076

Positive

Glutamate.1‡, Methionine.2

− 0.53

0.0097

Negative

3-Hydroxybutyrate.1

− 0.50

0.0150

Negative

Glucose.3

0.49

0.0187

Positive

Serine.1

0.45

0.0293

Positive

Choline.5‡

− 0.45

0.0307

Negative

Choline.1‡

− 0.44

0.0373

Negative

Alanine‡

0.43

0.0425

Positive

Glucose.4

0.43

0.0397

Positive

Heart

2-Hydroxybutyrate.1

0.65

0.0009

Positive

Alanine.3‡, N-Phenylacetylglycine.2, O-Acetylcholine.1

− 0.63

0.0012

Negative

3-Hydroxyisovalerate.2

0.63

0.0014

Positive

Cholate.1

0.61

0.0019

Positive

Formate

0.61

0.0018

Positive

Galactitol.1

0.61

0.0020

Positive

Methylmalonate.2

0.61

0.0022

Positive

Thymol.7

0.61

0.0018

Positive

4-Pyridoxate.1

0.60

0.0025

Positive

Cholate.3

0.60

0.0025

Positive

3-Methylglutarate.1

0.60

0.0022

Positive

Methylmalonate.1

0.59

0.0033

Positive

Alanine.4‡, N-Phenylacetylglycine.4, O-Acetylcholine.2

− 0.59

0.0033

Negative

Glutamate.8‡

− 0.59

0.0033

Negative

2-Aminoadipate.1‡, Levulinate.1, Thymol.1, Valine.1

0.58

0.0038

Positive

Malonate.1

0.57

0.0050

Positive

Creatine

− 0.52

0.0114

Negative

Lysine.1

0.49

0.0173

Positive

  1. Pearson correlations were used to assess the relationship between behaviours indicative of heightened anxiety (i.e., more central squares entered in the open field) and relative concentrations of metabolites found to be significantly altered by stress in a Mann–Whitney U test (n = 9 control animals; n = 14 stressed animals). Top 15 r values, shown in descending order, correspond to Fig. 5. In hearts, the bottom three entries correspond to additional metabolites shown to have an association with adverse mental health outcomes. Positive correlations indicate that a higher anxiety-like state was linked to lower metabolite concentrations, while negative correlations indicate that a higher anxiety-like state was linked to higher metabolite concentrations. Metabolites for which more than one NMR resonance peak was identified are represented as metabolite.1, metabolite.2, … metabolite.n.
  2. ‡Indicates metabolites that were significantly correlated to anxious behaviour in both kidney and heart tissues.