Table 6.
Control analyses for CCA 2 (Mode 2): canonical correlation coefficients and loadings for the analyses using connectivity indices obtained with alternate community detection parameters (gamma resolution factor, treatment of negative weights)a
| Variable | A/0 (r = 0.34, p = 0.004) | A/1 (r = 0.34, p = 0.003) | A/2 (r = 0.34, p = 0.003) | S/0 (r = 0.34, p = 0.003) | S/1 (r = 0.35, p = 0.003) | S/2 (r = 0.34, p = 0.003) |
|---|---|---|---|---|---|---|
| Brain LV | ||||||
| Social-affective | ||||||
| Somatomotor | −0.28 | −0.29 | −0.28 | −0.29 | −0.29 | −0.29 |
| Cingulo-opercular | 0.10 | 0.00 | 0.07 | 0.06 | 0.01 | 0.06 |
| Auditory | 0.01 | −0.04 | 0.00 | −0.01 | −0.04 | −0.01 |
| Default mode | −0.52b | −0.57b | −0.54b | −0.54b | −0.56b | −0.54b |
| Visual | −0.11 | −0.15 | −0.12 | −0.12 | −0.15 | −0.13 |
| Frontoparietal | 0.06 | 0.05 | 0.06 | 0.06 | 0.05 | 0.06 |
| Salience | 0.12 | 0.08 | 0.11 | 0.11 | 0.08 | 0.10 |
| Subcortical | −0.20 | −0.20 | −0.20 | −0.20 | −0.20 | −0.20 |
| Ventral attention | 0.01 | −0.04 | −0.01 | −0.01 | −0.03 | −0.01 |
| Dorsal attention | −0.19 | −0.25 | −0.21 | −0.21 | −0.24 | −0.22 |
| Whole-brain spatiotemporal modularity | −0.12b | −0.38b | −0.28b | −0.02b | −0.40b | −0.27b |
| Cognitive | ||||||
| Somatomotor | −0.26 | −0.27 | −0.27 | −0.27 | −0.27 | −0.27 |
| Cingulo-opercular | −0.40b | −0.43b | −0.41b | −0.41b | −0.42b | −0.41b |
| Auditory | −0.14 | −0.15 | −0.14 | −0.14 | −0.15 | −0.14 |
| Default mode | 0.05 | −0.02 | 0.03 | 0.02 | −0.02 | 0.02 |
| Visual | −0.15 | −0.17 | −0.16 | −0.16 | −0.17 | −0.16 |
| Frontoparietal | 0.04 | −0.02 | 0.02 | 0.02 | −0.01 | 0.01 |
| Salience | −0.01 | −0.05 | −0.02 | −0.02 | −0.04 | −0.03 |
| Subcortical | −0.33b | −0.34b | −0.33b | −0.33b | −0.34b | −0.33b |
| Ventral attention | 0.45b | 0.43b | 0.44b | 0.44b | 0.43b | 0.44b |
| Dorsal attention | −0.03 | −0.06 | −0.04 | −0.04 | −0.06 | −0.05 |
| Whole-brain spatiotemporal modularity | −0.13 | −0.23 | −0.11 | −0.14 | −0.29 | −0.10 |
| Behavioral LV | ||||||
| Age | 0.33b | 0.46b | 0.37b | 0.38b | 0.45b | 0.39b |
| Inhibitory control | 0.91b | 0.84b | 0.89b | 0.88b | 0.85b | 0.88b |
aLV, Latent variable; A/0, asymmetrical treatment of negative weights/gamma value of 0; A/1, asymmetrical treatment of negative weights/gamma value of 1; A/2, asymmetrical treatment of negative weights/gamma value of 2; S/0, symmetrical treatment of negative weights/gamma value of 0; S/1, symmetrical treatment of negative weights/gamma value of 1; S/2, symmetrical treatment of negative weights/gamma value of 2.
bVariables evidencing canonical loadings with absolute values >0.30 in our default aggregate condition.