Analytical methods | ||
---|---|---|
Comparative study | #1 | |
Chromatography | LC | |
Ion source | ESI | |
Positive/Negative mode | positive | |
Mass analyzer | triple quadrupole | |
Identification level | MS/MS |
Sample information | ||
---|---|---|
Comparative study | #1 | |
Country | China | |
Specimen | serum | |
Marker function | diagnosis | |
Participants(Case) | Cancer type | lung cancer |
Stage | – | |
Number | 40 | |
Gender (M,F) | 14, 26 | |
Mean age (range) (M,F) | 67 | |
Smoking status | – | |
Participants(Control) | Type | healthy |
Number | 100.0 | |
Gender (M,F) | – | |
Mean age (range) (M,F) | – | |
Smoking status | – |
Data processing and metabolite identification | |
---|---|
Data processing software | – |
Database search | – |
Statistics and concentration information | |
---|---|
Differential analysis method | one‐way ANOVA |
Classification method | – |
Survival analysis method | – |
Metabolite | Comparative study | Author-emphasized biomarkers | Mean concentration (case) | Mean concentration (control) | Fold change (case/control) | P-value | FDR | VIP |
---|---|---|---|---|---|---|---|---|
arginine | – | V | 224.94 ± 72.52 μmol/L | 123.76 ± 43.14 μmol/L | – | <0.0001 | – | – |
C14‐Carnitine | – | V | 0.04 ± 0.02 μmol/L | 0.02 ± 0.02 μmol/L | – | <0.0001 | – | – |
C16‐Carnitine | – | V | 0.38 ± 0.21 μmol/L | 0.19 ± 0.08 μmol/L | – | <0.0001 | – | – |
C3‐carnitine | – | V | 1.230 ± 0.72 μmol/L | 0.58 ± 0.22 μmol/L | – | <0.0001 | – | – |
C4‐carnitine | – | V | 0.54 ± 0.40 μmol/L | 0.22 ± 0.10 μmol/L | – | <0.0001 | – | – |
C5‐carnitine | – | V | 0.18 ± 0.09 μmol/L | 0.10 ± 0.04 μmol/L | – | <0.0001 | – | – |
citrulline | – | V | 23.41 ± 10.00 μmol/L | 42.14 ± 12.77 μmol/L | – | <0.0001 | – | – |
histidine | – | V | 122.48 ± 34.12 μmol/L | 96.47 ± 20.59 μmol/L | – | <0.0001 | – | – |
methionine | – | V | 21.02 ± 6.66 μmol/L | 33.09 ± 6.38 μmol/L | – | <0.0001 | – | – |
phenylalanine | – | V | 97.25 ± 31.82 μmol/L | 68.00 ± 13.33 μmol/L | – | <0.0001 | – | – |
tyrosine | – | V | 114.95 ± 35.17 μmol/L | 88.03 ± 16.80 μmol/L | – | <0.0001 | – | – |
valine | – | V | 136.60 ± 35.57 μmol/L | 165.62 ± 28.08 μmol/L | – | <0.0001 | – | – |
C6‐carnitine | – | V | 0.06 ± 0.09 μmol/L | 0.06 ± 0.06 μmol/L | – | 0.9906 | – | – |
C2‐carnitine | – | V | 8.52 ± 4.70 μmol/L | 8.76 ± 2.94 μmol/L | – | 0.714 | – | – |
alanine | – | V | 146.50 ± 53.53 μmol/L | 141.98 ± 32.66 μmol/L | – | 0.5434 | – | – |
glycine | – | V | 408.80 ± 107.40 μmol/L | 420.01 ± 74.52 μmol/L | – | 0.4824 | – | – |
C8‐carnitine | – | V | 0.06 ± 0.11 μmol/L | 0.08 ± 0.09 μmol/L | – | 0.3164 | – | – |
glutamate | – | V | 76.50 ± 21.56 μmol/L | 87.55 ± 27.25 μmol/L | – | 0.0234 | – | – |
leucine | – | V | 129.40 ± 35.12 μmol/L | 116.60 ± 23.82 μmol/L | – | 0.0141 | – | – |
ornithine | – | V | 197.29 ± 117.34 μmol/L | 152.54 ± 64.60 μmol/L | – | 0.0046 | – | – |
aspartate | – | V | 32.90 ± 11.01 μmol/L | 48.33 ± 27.02 μmol/L | – | 0.0006 | – | – |
Metabolite | Comparative study | Author-emphasized biomarkers | Cutoff value | AUROC (95%CI) | Sensitivity (%) | Specificity (%) | Accuracy (%) |
---|---|---|---|---|---|---|---|
arginine | – | V | – | – | – | – | – |
C14‐Carnitine | – | V | – | – | – | – | – |
C16‐Carnitine | – | V | – | – | – | – | – |
C3‐carnitine | – | V | – | – | – | – | – |
C4‐carnitine | – | V | – | – | – | – | – |
C5‐carnitine | – | V | – | – | – | – | – |
citrulline | – | V | – | – | – | – | – |
histidine | – | V | – | – | – | – | – |
methionine | – | V | – | – | – | – | – |
phenylalanine | – | V | – | – | – | – | – |
tyrosine | – | V | – | – | – | – | – |
valine | – | V | – | – | – | – | – |
C6‐carnitine | – | V | – | – | – | – | – |
C2‐carnitine | – | V | – | – | – | – | – |
alanine | – | V | – | – | – | – | – |
glycine | – | V | – | – | – | – | – |
C8‐carnitine | – | V | – | – | – | – | – |
glutamate | – | V | – | – | – | – | – |
leucine | – | V | – | – | – | – | – |
ornithine | – | V | – | – | – | – | – |
aspartate | – | V | – | – | – | – | – |