Table 2 LASSO-selection of best predictors
Metabolite | Mean estimate | Standard deviation | 95Â % CI | Selection percentagea |
|---|---|---|---|---|
Asymmetric dimethylarginine (ADMA) | 4.4 | 6.5 | 0, 22 | 52.4 |
Asparagine (Asp) | −3.0 | 7.4 | −26, 0 | 26.2 |
Carnitine (C0) | −2.4 | 6.8 | −24, 0 | 20.0 |
Acylcarnitine (C12-DC) | 11.3 | 24.6 | 0, 88 | 31.4 |
Linoleoylcarnitine (C18:2) | −3.0 | 7.5 | −27, 0 | 22.8 |
Acylcarnitine (C5:1-DC) | 2.9 | 7.4 | 0, 25 | 23.4 |
Glutarylcarnitine (C5-DC/C6-OH) | 3.3 | 7.5 | 0, 28 | 27.2 |
Acylcarnitine (C6:1) | 3.7 | 9.9 | 0, 34 | 23.5 |
Acylcarnitine (C7-DC) | 2.39 | 6.99 | 0, 25 | 20.6 |
Octanoylcarnitine (C8) | −3.0 | 8.8 | −31, 0 | 20.6 |
Citrulline (Cit) | −2.0 | 4.9 | −17, 0 | 27.5 |
Glutamine (Gln) | 3.7 | 7.8 | 0, 28 | 31.8 |
Histidine (His) | 7.5 | 14.0 | 0, 48 | 36.2 |
Lysophosphatidylcholines (lysoPC a C16:0) | −10.4 | 18.4 | −62, 0 | 36.9 |
Lysophosphatidylcholines (lysoPC a C16:1) | −2.9 | 6.4 | −22, 0 | 26.2 |
Phosphatidylcholines (PC aa C36:0) | 4.5 | 7.0 | 0, 23 | 44.1 |
Phosphatidylcholines (PC aa C42:2) | 9.7 | 13.8 | 0, 46 | 51.6 |
Symmetric dimethylarginine (SDMA) | 0.3 | 1.0 | 0, 3 | 22.5 |
Spermine | −3.9 | 7.0 | −24, 0 | 36.2 |
Tryptophan (Trp) | 6.2 | 12.2 | 0, 41 | 35.1 |
Valine (Val) | 3.5 | 8. 7 | 0, 31 | 24.4 |