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. 2023 Oct 25;67(1):74–87. doi: 10.1007/s00125-023-06019-x

Table 2.

Metabolites associated with intervention from linear model (named/annotated representative features only)

Biochemical name Super pathway Sub-pathway Source β Lower
95% CI
Upper
95% CI
Holm-corrected p value
Erythronatea Carbohydrate Aminosugar metabolism Metabolon −0.82 −0.99 −0.65 2.84×10−15
N-Lactoyl isoleucine Amino acid Leucine, isoleucine and valine metabolism Metabolon −0.87 −1.08 −0.66 5.96×10−11
1-(1-Enyl-palmitoyl)−2-oleoyl-GPC (P−16:0/18:1)a Lipid Plasmalogen Metabolon 0.59 0.43 0.74 2.28×10−9
β-Alanine Nucleotide Pyrimidine metabolism, uracil containing Metabolon −0.68 −0.87 −0.49 9.86×10−9
Glucose Carbohydrate Glycolysis, gluconeogenesis and pyruvate metabolism Metabolon −0.75 −0.95 −0.54 2.13×10−8
1-Stearoyl−2-oleoyl-GPE (18:0/18:1) Lipid Phosphatidylethanolamine Metabolon −0.67 −0.86 −0.48 3.26×10−8
Glycosyl ceramide (d18:2/24:1, d18:1/24:2)a Lipid Hexosylceramides Metabolon 0.64 0.46 0.82 5.16×10−8
Hydroxy-CMPFa Lipid Fatty acid, dicarboxylate Metabolon 0.35 0.24 0.45 2.60×10−7
Sphingomyelin (d18:1/22:2, d18:2/22:1, d16:1/24:2)a Lipid Sphingomyelins Metabolon 0.54 0.38 0.70 3.59×10−7
Isoleucine Amino Acid NA Nightingale −0.62 −0.82 −0.41 2.66×10−6
Betaine Amino Acid Glycine, serine and threonine metabolism Metabolon 0.52 0.35 0.68 4.36×10−6
4-Ethylphenylsulfate Xenobiotics Benzoate metabolism Metabolon 0.65 0.43 0.86 1.07×10−5
Alanine Amino Acid Alanine and aspartate metabolism Metabolon −0.63 −0.83 −0.42 1.14×10−5
Palmitoylcholine Lipid Fatty acid metabolism (acyl choline) Metabolon 0.66 0.43 0.88 2.94×10−5
6-Bromotryptophan Amino Acid Tryptophan metabolism Metabolon 0.57 0.37 0.77 6.49×10−5
3β,7α-Dihydroxy−5-cholestenoate Lipid Sterol Metabolon −0.41 −0.55 −0.26 1.12×10−4
4-Hydroxychlorothalonil Xenobiotics Chemical Metabolon 0.36 0.23 0.50 2.84×10−4
Palmitoyl sphingomyelin (d18:1/16:0) Lipid Sphingomyelins Metabolon 0.49 0.30 0.67 3.35×10−4
Cholesterol esters to total lipids ratio in medium VLDL NMR ratio/percentage NA Nightingale 0.49 0.29 0.69 4.76×10−4
N-Acetylmethionine Amino acid Methionine, cysteine, SAM and taurine metabolism Metabolon 0.51 0.31 0.71 7.35×10−4
Bilirubin (Z,Z) Cofactors and vitamins Haemoglobin and porphyrin metabolism Metabolon 0.48 0.29 0.67 7.98×10−4
Arachidonoylcarnitine (C20:4) Lipid Fatty acid metabolism (acyl carnitine) Metabolon 0.46 0.28 0.64 9.66×10−4
Tryptophan betaine Amino acid Tryptophan metabolism Metabolon 0.49 0.29 0.68 1.70×10−3
3-Methyl−2-oxovalerate Amino acid Leucine, isoleucine and valine metabolism Metabolon −0.47 −0.66 −0.28 1.91×10−3
TGs in small HDL Lipid NA Nightingale −0.43 −0.62 −0.24 2.18×10−3
1-Arachidonoyl-GPC (20:4n6)a Lipid Lysophospholipid Metabolon 0.46 0.27 0.64 2.22×10−3
Total cholesterol in very large HDL Lipid NA Nightingale 0.39 0.22 0.56 2.46×10−3
α-Hydroxycaproate Lipid Fatty acid, monohydroxy Metabolon −0.62 −0.87 −0.37 2.47×10−3
Sphingomyelin (d17:1/14:0, d16:1/15:0)a Lipid Sphingomyelins Metabolon 0.38 0.23 0.54 2.57×10−3
1-Stearoyl-GPC (18:0) Lipid Lysophospholipid Metabolon 0.50 0.30 0.71 2.70×10−3
Total cholesterol to total lipids ratio in small LDL NMR ratio/percentage NA Nightingale 0.44 0.24 0.63 4.08×10−3
3-Hydroxyoctanoate Lipid Fatty acid, monohydroxy Metabolon −0.52 −0.73 −0.30 5.14×10−3
Non-esterified cholesterol in small HDL Lipid NA Nightingale −0.40 −0.59 −0.22 5.24×10−3
Carnitine Lipid Carnitine metabolism Metabolon 0.40 0.23 0.57 5.67×10−3
2-Docosahexaenoylglycerol (22:6)a Lipid Monoacylglycerol Metabolon 0.55 0.32 0.79 6.05×10−3
γ-Glutamylglutamine Peptide γ-Glutamyl amino acid Metabolon 0.45 0.25 0.64 8.94×10−3
Histidine Amino acid Histidine metabolism Metabolon 0.50 0.28 0.72 1.07×10−2
Ornithine Amino acid Urea cycle; arginine and proline metabolism Metabolon 0.45 0.25 0.65 1.24×10−2
2-Hydroxybutyrate/2-hydroxyisobutyrate Amino acid Glutathione metabolism Metabolon −0.49 −0.70 −0.27 1.40×10−2
1-Palmitoyl−2-arachidonoyl-GPE (16:0/20:4)a Lipid Phosphatidylethanolamine Metabolon −0.40 −0.58 −0.22 1.45×10−2
Glycerol Lipid NA Nightingale −0.48 −0.71 −0.24 1.57×10−2
n−3 Fatty acids Lipid NA Nightingale 0.34 0.17 0.50 1.71×10−2
Aconitate (cis or trans) Energy TCA cycle Metabolon −0.45 −0.65 −0.25 2.01×10−2
5-Methylthioadenosine Amino acid Polyamine metabolism Metabolon −0.48 −0.69 −0.26 2.06×10−2
5α-Androstan−3β,17β-diol monosulfate (2) Lipid Androgenic steroids Metabolon −0.38 −0.55 −0.21 2.48×10−2
Cholesteryl esters in large HDL Lipid NA Nightingale 0.32 0.16 0.49 2.52×10−2
Glycoprotein acetyls, mainly a1-acid glycoprotein Peptide NA Nightingale −0.32 −0.49 −0.16 2.57×10−2
Taurine Amino acid Methionine, cysteine, SAM and taurine metabolism Metabolon 0.45 0.24 0.66 2.83×10−2
Glycine Amino acid Glycine, serine and threonine metabolism Metabolon 0.40 0.22 0.59 3.07×10−2
Oxalate (ethanedioate) Cofactors and vitamins Ascorbate and aldarate metabolism Metabolon 0.40 0.21 0.58 4.69×10−2

Effect estimates (β) shown for the fixed effect ‘allocation’ where control group is considered the reference group with effect estimates, therefore representing the difference seen in the intervention group relative to the control group (in normalised SD units). For additional metadata see ESM Tables 2, 3, 6

aCompound has not been confirmed based on a standard

CMPF, 3-carboxy-4-methyl-5-propyl-2-furanpropanoic acid; GPC, glycerophosphocholine; GPE, glycerophosphoethanolamine; NA, not applicable; SAM, S-adenosylmethionine