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Analytical methods

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

Sample information

Comparative study #1
Country US
Specimen plasma
Marker function prediagnosis
Participants(Case) Cancer type lung cancer
Stage
Number100
Gender (M,F)54, 46
Mean age (range) (M,F)63.9
Smoking statusformer, current, non-smoker
Participants(Control) Type healthy
Number200
Gender (M,F)108, 92
Mean age (range) (M,F)63.7
Smoking statusformer, current, non-smoker

Data processing and metabolite identification

Data processing software
Database search

Statistical analysis

Differential analysis method
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
dihydrosphingosine 0.022 uM 0.022 uM 1.00 0.84
sphingosine 0.031 uM 0.03 uM 1.03 0.22
C20:1-ceramide 0.035 uM 0.033 uM 1.06 0.17
C18:1-ceramide 0.046 uM 0.043 uM 1.07 0.04
dihydroC16-ceramide 0.049 uM 0.047 uM 1.04 0.32
C26:1-ceramide 0.054 uM 0.052 uM 1.04 0.12
C14-ceramide 0.064 uM 0.066 uM 0.97 0.16
C22:1-ceramide 0.1 uM 0.096 uM 1.04 0.05
C26-ceramide 0.101 uM 0.096 uM 1.05 0.05
dihydroS1P 0.11 uM 0.11 uM 1.00 0.12
C18-ceramide 0.15 uM 0.15 uM 1.00 0.29
C22-ceramide 0.36 uM 0.35 uM 1.03 0.07
C20-ceramide 0.4 uM 0.37 uM 1.08 0.06
C16-ceramide 0.43 uM 0.41 uM 1.05 0.14
sphingosine 1-phosphate V 0.78 uM 0.75 uM 1.04 0.10
C24:1-ceramide 1 uM 0.96 uM 1.04 0.07
C24-ceramide 2.64 uM 2.48 uM 1.06 0.02
total ceramides 5.48 uM 5.21 uM 1.05 0.02
Metabolite Author-emphasized biomarkers Cutoff value AUROC (95%CI) Sensitivity (%) Specificity (%) Accuracy (%)
dihydrosphingosine
sphingosine
C20:1-ceramide
C18:1-ceramide
dihydroC16-ceramide
C26:1-ceramide
C14-ceramide
C22:1-ceramide
C26-ceramide
dihydroS1P
C18-ceramide
C22-ceramide
C20-ceramide
C16-ceramide
sphingosine 1-phosphate V
C24:1-ceramide
C24-ceramide
total ceramides

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