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Analytical methods

Comparative study #1 #2
Chromatography LC LC
Ion source ESI ESI
Positive/Negative mode positive positive
Mass analyzer QTrap QTrap
Identification level MS/MS MS/MS

Sample information

Comparative study #1 #2
Country China China
Specimen dried blood spot dried blood spot
Marker function diagnosis diagnosis
Participants(Case) Cancer type lung cancer benign lung disease
Stage
Number222118
Gender (M,F)94, 12855, 63
Mean age (range) (M,F)median: 57.47 (27-81)median: 59.61 (32-80)
Smoking status
Participants(Control) Type healthy healthy
Number9696
Gender (M,F)30, 6630, 66
Mean age (range) (M,F)median: 56.07 (32-80)median: 56.07 (32-80)
Smoking status

Data processing and metabolite identification

Data processing software Analyst software, ChemoView software
Database search

Statistical analysis

Differential analysis method PLS-DA, ANOVA, student’s t-test
Classification method
Survival analysis method

Lung cancer-related metabolites identified in the paper

Metabolite Author-emphasized biomarkers Mean concentration (case) Mean concentration (control) Fold change (case/control) P-value FDR VIP
Arg V 1.00e-03
Arg V 1.00e-03
C10:1 V 1.00e-03
C12 1.00e-03
C14 1.00e-03
C14:1 1.00e-03
C5DC 1.00e-03
C5-OH/C0 V 1.00e-03
Pro V 1.00e-03
C12 0.04
Pro V 0.04
C14:1 0.03
C10:1 V 0.03
C14 0.02
Pip 0.02
C5DC 0.02
Hcy 9.00e-03
C5-OH/C0 V 5.00e-03
Pip 3.00e-03
Hcy 2.00e-03
Metabolite Author-emphasized biomarkers Cutoff value AUROC (95%CI) Sensitivity (%) Specificity (%) Accuracy (%)
Arg V
Arg V
C10:1 V
C12
C14
C14:1
C5DC
C5-OH/C0 V
Pro V
C12
Pro V
C14:1
C10:1 V
C14
Pip
C5DC
Hcy
C5-OH/C0 V
Pip
Hcy

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