Table 4.
Reliability in cognitive and language subnetworks, including results of the permutation testing-based estimates of statistical robustness of subnetwork reliability. Results are listed in ascending order of reliability (median ICC) for the cognitive subnetworks first, followed by the two language subnetworks. Subnetwork abbreviations/acronyms: Cer: cerebellar; Sub: subcortical; Sal: salience; DMN: default mode network; VAN: ventral attention network; ssHand: hand somatosensory-motor; Cing-Op: cingulo-opercular control; Vis: visual; Mem: memory retrieval; Fronto-Par: fronto-parietal control; ssMouth: mouth/face somatosensory-motor; DAN: dorsal attention network; Lang 1: Roger-based language network; Lang 2: Fedorenko-based language network. q-values: p-values after adjustment for multiple comparisons. Bold values indicate significance at p or q < 0.05.
| Subnetwork | Subnetwork Size (ROIs/Edges) | Median ICC | Q1 | Q3 | # Random Subnetworks w/Median ICC ≥ Actual Median | p-value (Probability of Random Median ICC ≥ True Median ICC) | q-value |
|---|---|---|---|---|---|---|---|
| Cer | 4/6 | 0.199 | 0.043 | 0.376 | 2000 | 1.000 | 1.000 |
| Sub | 13/78 | 0.460 | 0.234 | 0.642 | 1586 | 0.793 | 0.850 |
| Sal | 18/153 | 0.562 | 0.418 | 0.684 | 0 | 0.000 | 0.000 |
| Auditory | 11/52 | 0.578 | 0.408 | 0.744 | 50 | 0.025 | 0.032 |
| DMN | 57/1584 | 0.578 | 0.422 | 0.703 | 0 | 0.000 | 0.000 |
| VAN | 8/27 | 0.601 | 0.420 | 0.719 | 51 | 0.026 | 0.032 |
| ssHand | 30/435 | 0.611 | 0.452 | 0.733 | 0 | 0.000 | 0.000 |
| Cing-Op | 14/90 | 0.627 | 0.498 | 0.726 | 37 | 0.019 | 0.031 |
| Vis | 31/465 | 0.647 | 0.509 | 0.743 | 0 | 0.000 | 0.000 |
| Mem | 5/10 | 0.656 | 0.548 | 0.761 | 150 | 0.075 | 0.087 |
| Fronto-Par | 24/270 | 0.699 | 0.589 | 0.785 | 0 | 0.000 | 0.000 |
| ssMouth | 5/10 | 0.754 | 0.622 | 0.828 | 51 | 0.026 | 0.032 |
| DAN | 11/52 | 0.756 | 0.616 | 0.821 | 0 | 0.000 | 0.000 |
| Lang 1 | 126/3121 | 0.455 | 0.236 | 0.634 | 20 | 0.010 | 0.019 |
| Lang 2 | 37/627 | 0.533 | 0.333 | 0.685 | 5 | 0.003 | 0.005 |