Supplementary Table 1.
The p-values and the rankings of the top 10 affected pathways of four datasets using top-down approach. Among these pathways, 5 pathways (shown in bold) are commonly overrepresented for the dysregulated modules of T2D1, T2D2, T2D3, T2DC datasets.
| p-values | Rank | # of genes identified in different datasets (DD) | # of genes found in at least one dataset (Union) | # of genes in pathway (GiP) | Percent of identified genes in pathways | |||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| max (DD) / GiP | Union / GiP | |||||||||||||||
| KEGG term | T2DC | T2D1 | T2D2 | T2D3 | T2DC | T2D1 | T2D2 | T2D3 | T2DC | T2D1 | T2D2 | T2D3 | ||||
| Spliceosome | 8.55E-39 | 3.26E-27 | 6.95E-30 | 3.10E-41 | 1 | 15 | 8 | 5 | 65 | 62 | 75 | 85 | 104 | 127 | 0.66 | 0.81 |
| Focal adhesion | 7.032E-38 | 1.80E-30 | 3.82E-42 | 1.97E-54 | 2 | 10 | 1 | 1 | 150 | 135 | 146 | 146 | 172 | 200 | 0.75 | 0.86 |
| SNARE interactions in vesicular transport | 1.98E-35 | 1.37E-37 | 8.16E-33 | 5.41E-44 | 3 | 3 | 5 | 4 | 31 | 30 | 29 | 32 | 34 | 36 | 0.88 | 0.94 |
| Valine leucine and isoleucine degradation | 5.97E-35 | 3.26E-43 | 6.39E-20 | 3.34E-29 | 4 | 1 | 34 | 13 | 36 | 36 | 35 | 37 | 41 | 44 | 0.84 | 0.93 |
| Purine metabolism | 7.60E-34 | 5.35E-43 | 4.92E-12 | 1.29E-45 | 5 | 2 | 83 | 3 | 54 | 57 | 34 | 92 | 99 | 166 | 0.55 | 0.59 |
| Dopaminergic synapse | 3.26E-33 | 1.04E-20 | 9.48E-32 | 6.80E-34 | 6 | 37 | 7 | 9 | 107 | 107 | 110 | 103 | 119 | 130 | 0.84 | 0.91 |
| TGF-beta signaling pathway | 5.03E-29 | 8.70E-32 | 5.61E-34 | 3.23E-28 | 7 | 6 | 3 | 15 | 62 | 64 | 64 | 58 | 75 | 84 | 0.76 | 0.89 |
| ErbB signaling pathway | 1.59E-28 | 4.64E-31 | 1.00E-29 | 1.46E-37 | 8 | 8 | 9 | 7 | 84 | 80 | 82 | 81 | 85 | 87 | 0.96 | 0.97 |
| Chemokine signaling pathway | 5.23E-28 | 1.47E-21 | 1.01E-23 | 2.97E-19 | 9 | 33 | 20 | 39 | 107 | 139 | 111 | 129 | 163 | 189 | 0.73 | 0.86 |
| Glutamatergic synapse | 3.47E-27 | 1.97E-20 | 1.94E-29 | 3.03E-28 | 10 | 38 | 10 | 14 | 81 | 86 | 88 | 87 | 101 | 126 | 0.69 | 0.80 |