Table 4. P-values and q-values of the top genes list from model based approach with 4 phenotypes.
| Gene symbol | DEG | PAG M1 (p-value) | PAG M2(p-value) | model-based approach (p-value) | model-based approach(q-value) | phenotype |
|---|---|---|---|---|---|---|
| Fabp9 | 0.103 | 0.806 | 0.001 | 1.15E-05 | 0.037 | leptin |
| Aps-pending | 0.078 | 0.566 | 0.000 | 6.44E-07 | 0.015 | leptin |
| Sgce | 0.919 | 0.365 | 0.000 | 2.81E-06 | 0.024 | leptin |
| IGHV1S134_AF304554 | 0.154 | 0.893 | 0.000 | 1.36E-06 | 0.021 | leptin |
| LOC434960 | 0.326 | 0.879 | 0.001 | 1.07E-05 | 0.037 | leptin |
| Hspa12a | 0.346 | 0.081 | 0.000 | 7.51E-06 | 0.037 | leptin |
| Acd | 0.222 | 0.831 | 0.000 | 3.84E-06 | 0.025 | leptin |
| Lgals4 | 0.524 | 0.124 | 0.000 | 9.69E-06 | 0.037 | leptin |
| Dll4 | 0.177 | 0.721 | 0.000 | 8.86E-06 | 0.037 | leptin |
| V1rh4 | 0.454 | 0.779 | 0.000 | 2.12E-07 | 0.010 | leptin |
| 1700028I16Rik | 0.210 | 0.027 | 0.000 | 3.21E-06 | 0.024 | leptin |
| 6330565C02Rik | 0.456 | 0.085 | 0.000 | 1.46E-05 | 0.044 | leptin |
| LOC231501 | 0.365 | 0.043 | 0.000 | 6.36E-06 | 0.036 | leptin |
| Telo2 | 0.461 | 0.770 | 0.000 | 9.01E-06 | 0.037 | leptin |
| Gm1549 | 0.700 | 0.532 | 0.000 | 2.90E-06 | 0.024 | leptin |
| 1700072E05Rik | 0.063 | 0.152 | 0.000 | 1.56E-06 | 0.024 | adiponectin |
| Asb17 | 0.115 | 0.057 | 0.000 | 7.49E-07 | 0.018 | adiponectin |
| LOC236170 | 0.308 | 0.010 | 0.000 | 7.87E-07 | 0.018 | adiponectin |
| 9030421J09Rik | 0.040 | 0.513 | 0.000 | 1.19E-06 | 0.031 | Insulin |
| 4930404F20Rik | 0.312 | 0.120 | 0.000 | 2.95E-06 | 0.045 | Insulin |
| Klhdc4 | 0.475 | 0.065 | 0.000 | 1.38E-06 | 0.031 | Insulin |