Table 2.
AUCs, likelihood ratio test (LRT) p-values, and differences in AUC of adding urine N-glycans to a “null” model. The null model included only total urine LacCers and biologic sex. Urine LacCers was natural log transformed prior to fitting the models to meet statistical assumptions. * Inclusion of this glycan yielded perfect separation of the cases and controls.
AIC | LRT p-Value | AUC (95% CI) | Δ AUC (95% CI) | |
---|---|---|---|---|
Null Model | 43.12 | 0.0020 | 0.870 (0.748, 0.992) | |
2669 * | 8 | 0.9970 | 1 (1, 1) | 0.13 (0.008, 0.252) |
1419 * | 8 | 0.9976 | 1 (1, 1) | 0.13 (0.008, 0.252) |
1581 * | 8 | 0.9987 | 1 (1, 1) | 0.13 (0.008, 0.252) |
Mannose * | 8 | 0.9987 | 1 (1, 1) | 0.13 (0.008, 0.252) |
1485 | 33.92 | 0.0081 | 0.932 (0.859, 1.00) | 0.062 (−0.031, 0.156) |
1853 | 30.1 | 0.0081 | 0.945 (0.866, 1.00) | 0.075 (−0.025, 0.175) |
2174 | 32.47 | 0.0085 | 0.943 (0.876, 1.00) | 0.073 (−0.036, 0.181) |
1866 | 31.85 | 0.0095 | 0.948 (0.88, 1.00) | 0.078 (−0.023, 0.178) |
2122 | 33.54 | 0.0107 | 0.943 (0.872, 1.00) | 0.073 (−0.047, 0.192) |
2158 | 28.28 | 0.0108 | 0.958 (0.903, 1.00) | 0.088 (−0.023, 0.198) |
1996 | 31.62 | 0.0111 | 0.948 (0.887, 1.00) | 0.078 (−0.026, 0.181) |
2377 | 25.13 | 0.0119 | 0.970(0.923, 1.00) | 0.100 (−0.019, 0.219) |
2361 | 34 | 0.0124 | 0.938 (0.860, 1.00) | 0.068 (−0.018, 0.153) |
Tetraantennary | 33.13 | 0.0130 | 0.938 (0.860, 1.00) | 0.068 (−0.054, 0.189) |
2012 | 34.74 | 0.0131 | 0.917 (0.830, 1.00) | 0.047 (−0.062, 0.157) |
2967 | 31.54 | 0.0159 | 0.943 (0.861, 1.00) | 0.073 (−0.042, 0.187) |
2289 | 36.13 | 0.0170 | 0.915 (0.828, 1.00) | 0.045 (−0.059, 0.149) |
Sialylation | 35.54 | 0.0182 | 0.948 (0.874, 1.00) | 0.078 (−0.018, 0.173) |
1831 | 34.34 | 0.0212 | 0.932 (0.846, 1.00) | 0.062 (−0.014, 0.139) |
2056 | 37.2 | 0.0225 | 0.915 (0.829, 1.00) | 0.045 (−0.025, 0.115) |
1704 | 33.24 | 0.0242 | 0.955 (0.886, 1.00) | 0.085 (−0.011, 0.181) |
1809 | 37.7 | 0.0250 | 0.917 (0.833, 1.00) | 0.047 (−0.036, 0.131) |
3770 | 37.38 | 0.0264 | 0.902 (0.805, 1.00) | 0.032 (−0.062, 0.127) |
2632 | 38.17 | 0.0289 | 0.907 (0.813, 1.00) | 0.037 (−0.035, 0.110) |
2487 | 38.8 | 0.0311 | 0.897 (0.806, 0.989) | 0.027 (−0.065, 0.120) |
2267 | 37.86 | 0.0314 | 0.915 (0.830, 1.00) | 0.045 (−0.038, 0.128) |
1257 | 20.36 | 0.0346 | 0.985 (0.959, 1.00) | 0.115 (−0.005, 0.235) |
2245 | 38.88 | 0.0363 | 0.902 (0.807, 0.998) | 0.032 (−0.034, 0.099) |
2852 | 38.39 | 0.0367 | 0.912 (0.823, 1.00) | 0.042 (−0.068, 0.153) |
1079 | 39.5 | 0.0372 | 0.900 (0.793, 1.00) | 0.030 (−0.067, 0.127) |
2221 | 39.48 | 0.0389 | 0.902 (0.807, 0.998) | 0.032 (−0.047, 0.112) |
2638 | 38.44 | 0.0406 | 0.910 (0.809, 1.00) | 0.040 (−0.040, 0.120) |
3333 | 38.94 | 0.0412 | 0.897 (0.800, 0.995) | 0.027 (−0.070, 0.125) |
2287 | 38.33 | 0.0445 | 0.902 (0.808, 0.997) | 0.032 (−0.040, 0.105) |
1663 | 39.57 | 0.0477 | 0.885 (0.774, 0.996) | 0.015 (−0.032, 0.062) |
1891 | 19.61 | 0.0557 | 0.988 (0.965, 1.00) | 0.118 (−0.001, 0.236) |
1743 | 19.12 | 0.0567 | 0.985 (0.957, 1.00) | 0.115 (0.005, 0.225) |
2945 | 40.2 | 0.0586 | 0.897 (0.801, 0.994) | 0.027 (−0.032, 0.087) |
1905 | 21.5 | 0.0604 | 0.983 (0.954, 1.00) | 0.113 (0.001, 0.224) |
1444 | 37.27 | 0.0657 | 0.920 (0.831, 1.00) | 0.05 (−0.038, 0.138) |
2465 | 41.09 | 0.0714 | 0.890 (0.792, 0.988) | 0.02 (−0.053, 0.093) |
1960 | 41.41 | 0.0741 | 0.887 (0.774, 1.00) | 0.017 (−0.038, 0.073) |
2523 | 37.65 | 0.0813 | 0.907 (0.809, 1.00) | 0.037 (−0.024, 0.099) |
3144 | 40.32 | 0.0826 | 0.897 (0.800, 0.995) | 0.027 (−0.05, 0.105) |
1647 | 41.44 | 0.0864 | 0.895 (0.798, 0.992) | 0.025 (−0.04, 0.09) |
3646 | 41.69 | 0.0948 | 0.887 (0.787, 0.988) | 0.017 (−0.043, 0.078) |
2654 | 41.54 | 0.1038 | 0.887 (0.779, 0.996) | 0.017 (−0.059, 0.094) |
1954 | 42.03 | 0.1056 | 0.892 (0.790, 0.995) | 0.022 (−0.036, 0.081) |
2610 | 41.41 | 0.1125 | 0.885 (0.777, 0.993) | 0.015 (−0.038, 0.068) |
2028 | 42.3 | 0.1158 | 0.893 (0.778, 1.00) | 0.023 (−0.024, 0.069) |
sulfation | 42.4 | 0.1233 | 0.900 (0.793, 1.00) | 0.03 (−0.016, 0.076) |
2163 | 42.2 | 0.1234 | 0.882 (0.774, 0.991) | 0.012 (−0.062, 0.087) |
2923 | 42.01 | 0.1353 | 0.880 (0.774, 0.986) | 0.01 (−0.052, 0.072) |
1814 | 42.61 | 0.1363 | 0.885 (0.786, 0.984) | 0.015 (−0.061, 0.091) |
2304 | 42.78 | 0.1480 | 0.887 (0.784, 0.991) | 0.017 (−0.057, 0.092) |
3092 | 42.8 | 0.1579 | 0.873 (0.754, 0.991) | 0.003 (−0.034, 0.039) |
1850 | 42.93 | 0.1609 | 0.88 (0.771, 0.989) | 0.01 (−0.059, 0.079) |
3193 | 42.38 | 0.1649 | 0.885 (0.778, 0.992) | 0.015 (−0.042, 0.072) |
3113 | 42.56 | 0.1651 | 0.882 (0.769, 0.996) | 0.012 (−0.017, 0.042) |
3004 | 42.8 | 0.1815 | 0.878 (0.760, 0.995) | 0.008 (−0.03, 0.045) |
2435 | 43.22 | 0.1838 | 0.875 (0.769, 0.981) | 0.005 (−0.06, 0.07) |
3093 | 43.2 | 0.1933 | 0.865 (0.740, 0.990) | −0.005 (−0.039, 0.029) |
2393 | 43.16 | 0.2030 | 0.880 (0.769, 0.991) | 0.010 (−0.042, 0.062) |
fucosylation | 43.35 | 0.2073 | 0.885 (0.780, 0.990) | 0.015 (−0.044, 0.074) |
2100 | 43.33 | 0.2168 | 0.870 (0.754, 0.986) | 0.00 (−0.048, 0.048) |
3384 | 43.18 | 0.2193 | 0.873 (0.755, 0.99) | 0.003 (−0.044, 0.049) |
triantennary | 43.7 | 0.2642 | 0.870 (0.747, 0.993) | 0.00 (−0.052, 0.052) |
bisect | 43.82 | 0.2776 | 0.882 (0.774, 0.991) | 0.012 (−0.045, 0.07) |
2319 | 43.58 | 0.2828 | 0.882 (0.772, 0.993) | 0.012 (−0.036, 0.061) |
1875 | 44.09 | 0.3257 | 0.882 (0.769, 0.996) | 0.012 (−0.017, 0.042) |
2383 | 44.55 | 0.4570 | 0.882 (0.767, 0.998) | 0.012 (−0.019, 0.044) |
2413 | 44.69 | 0.5224 | 0.863 (0.739, 0.986) | −0.007 (−0.041, 0.026) |
1773 | 44.75 | 0.5600 | 0.875 (0.756, 0.994) | 0.005 (−0.016, 0.026) |
1611 | 44.83 | 0.5933 | 0.877 (0.762, 0.993) | 0.007 (−0.02, 0.035) |
2594 | 44.87 | 0.6229 | 0.877 (0.759, 0.996) | 0.007 (−0.019, 0.034) |
2339 | 44.89 | 0.6393 | 0.875 (0.752, 0.998) | 0.005 (−0.019, 0.029) |
2341 | 44.97 | 0.7073 | 0.875 (0.758, 0.992) | 0.005 (−0.019, 0.029) |
2391 | 45.1 | 0.9027 | 0.873 (0.750, 0.995) | 0.003 (−0.004, 0.009) |