Table 2.
Glycan | Glycan Feature |
Glycan variablea |
Discovery | Test | |||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
NSCLC (median, N=98) |
Control (median, N=194) |
AUC | P-valueb | FDR | pAUC(0.10)c | NSCLC (median, N=108) |
Control (median, N=216) |
AUC | P-valueb | FDR | |||
X | Gal_1 | −6.34E-02 | 2.46E-02 | 0.66 | >0.001 | 0.017 | 6.43E-06 | −7.06E-02 | 9.24E-03 | 0.61 | 1.06E-03 | 0.007 | |
X | Gal_3 | −3.42E-02 | 1.89E-02 | 0.66 | 0.001 | 0.014 | 1.35E-05 | −6.18E-02 | 1.57E-02 | 0.61 | 1.65E-03 | 0.007 | |
X | Gal_4 | −7.05E-02 | 1.50E-02 | 0.65 | 0.001 | 0.015 | 1.97E-05 | −7.42E-02 | 3.78E-02 | 0.58 | 1.56E-02 | 0.040 | |
X | Gal_5 | −7.64E-02 | 1.59E-02 | 0.65 | 0.001 | 0.011 | 2.37E-05 | −1.21E-01 | 3.67E-02 | 0.54 | 1.94E-01 | 0.195 | |
X | Sia_2 | 2.85E+00 | −9.04E-01 | 0.65 | 0.001 | 0.009 | 2.59E-05 | 1.51E+00 | −2.77E-01 | 0.57 | 4.34E-02 | 0.056 | |
X | H6N5F1 | −4.40E-05 | 2.20E-05 | 0.64 | 0.001 | 0.007 | 6.71E-05 | −1.30E-05 | 1.60E-07 | 0.57 | 3.17E-02 | 0.056 | |
X | Sia_1 | 5.05E+01 | −1.02E+01 | 0.64 | 0.002 | 0.006 | 1.54E-04 | 2.10E+01 | −4.51E+00 | 0.58 | 1.85E-02 | 0.040 | |
X | Tr | 5.80E-03 | −2.23E-03 | 0.63 | 0.004 | 0.013 | 2.73E-04 | 6.27E-03 | −1.18E-05 | 0.57 | 4.21E-02 | 0.056 | |
X | Gal_2 | −1.56E-01 | 5.63E-02 | 0.63 | 0.005 | 0.012 | 3.84E-04 | −1.17E-01 | 2.15E-02 | 0.60 | 2.45E-03 | 0.008 | |
X | H5N4F1 | −1.30E-03 | 4.90E-04 | 0.62 | 0.005 | 0.006 | 5.40E-04 | −2.00E-03 | 1.20E-03 | 0.64 | 3.61E-05 | >0.001 | |
X | H3N4F1 | 3.20E-03 | −1.50E-03 | 0.61 | 0.010 | 0.014 | 1.38E-03 | 3.10E-03 | −8.70E-04 | 0.56 | 6.86E-02 | 0.081 | |
X | H3N4 | 6.70E-04 | −1.40E-04 | 0.60 | 0.025 | 0.009 | 3.82E-03 | 5.90E-04 | −2.00E-03 | 0.54 | 1.95E-01 | 0.195 |
Glycan variables identified for testing were those with AUC>0.60 and an FDR <0.05.
p-value calculated using the Wilcoxon test.
Partial AUC (pAUC) associated with a false positive rate (FPR) upper bound of 0.10 (i.e., area under the curve for the FPR range of 0–0.10)