Table 5.
Dependent variable | Significant predictor(s) | B | Confidence interval B (95%) | Beta | Adjusted R2 | Anova | ||
---|---|---|---|---|---|---|---|---|
p (uncorr.) | p (FDR corr.) | |||||||
Healthy controls | ||||||||
AF left | Pause duration | 0.037 | 0.004 | 0.071 | 0.318 | 0.753 | 0.000152** | 0.002** |
MLU | 0.002 | 0.001 | 0.003 | 0.844 | ||||
Clauses per utterance | −0.606 | −0.908 | −0.304 | −0.556 | ||||
Disfluencies | 0.003 | 0.001 | 0.005 | 0.380 | ||||
Pause to word ratio | −0.004 | −0.006 | −0.002 | −0.770 | ||||
AF right | MLU | 0.001 | 0.0004 | 0.002 | 0.481 | 0.465 | 0.002** | 0.004** |
Clauses per utterance | −0.556 | −0.970 | −0.143 | −0.463 | ||||
Pause to word ratio | −0.002 | −0.004 | −0.001 | −0.432 | ||||
IFOF left | MLU | 0.001 | 0.0004 | 0.002 | 0.528 | 0.418 | 0.005** | 0.007** |
Pause to word ratio | −0.002 | −0.004 | −0.0003 | −0.429 | ||||
IFOF right | Speaking turn duration | 0.001 | 0.001 | 0.002 | 0.558 | 0.416 | 0.005** | 0.007** |
Clauses per utterance | −0.468 | −0.902 | −0.034 | −0.401 | ||||
Pause to word ratio | −0.003 | −0.005 | −0.001 | −0.466 | ||||
ILF left | Speaking turn duration | 0.002 | 0.0004 | 0.003 | 0.766 | 0.652 | 0.001** | 0.003** |
MLU | 0.001 | 0.0003 | 0.002 | 0.501 | ||||
Clauses per utterance | −0.430 | −0.763 | −0.097 | −0.442 | ||||
Disfluencies | 0.003 | 0.0004 | 0.005 | 0.461 | ||||
Pause to word ratio | −0.003 | −0.005 | −0.002 | −0.735 | ||||
ILF right | Speaking turn duration | 0.002 | 0.001 | 0.003 | 0.591 | 0.329 | 0.017* | 0.019* |
SLF left | MLU | 0.001 | 0.001 | 0.002 | 0.567 | 0.527 | 0.001** | 0.003** |
Clauses per utterance | −0.341 | −0.671 | −0.010 | −0.332 | ||||
Pause to word ratio | −0.002 | −0.004 | −0.001 | −0.482 | ||||
SLF right | Speaking turn duration | 0.001 | 0.0004 | 0.002 | 0.512 | 0.463 | 0.002** | 0.004** |
Clauses per utterance | −0.617 | −0.978 | −0.257 | −0.610 | ||||
Pause to word ratio | −0.002 | −0.004 | −0.0003 | −0.413 | ||||
UF left | MLU | 0.001 | 0.0002 | 0.002 | 0.435 | 0.388 | 0.008** | 0.010* |
Clauses per utterance | −0.342 | −0.683 | −0.0002 | −0.363 | ||||
UF right | Speaking turn duration | 0.001 | 0.00003 | 0.002 | 0.425 | 0.250 | 0.043* | 0.043* |
Schizophrenia patients | ||||||||
AF left | Pause duration | 0.039 | 0.010 | 0.069 | 0.406 | 0.478 | 0.001** | 0.003** |
MLU | −0.001 | −0.002 | −0.0003 | −0.433 | ||||
Noun–verb ratio | −0.136 | −0.240 | −0.033 | −0.462 | ||||
AF right | Turn duration | 0.002 | 0.0006 | 0.003 | 0.401 | 0.126 | 0.042 | 0.047* |
Pause to word ratio | 0.004 | 0.0002 | 0.007 | 0.612 | ||||
IFOF left | Pause duration | 0.030 | 0.006 | 0.053 | 0.393 | 0.464 | 0.002** | 0.003** |
Speaking turn duration | 0.001 | 0.0001 | 0.003 | 0.401 | ||||
MLU | −0.001 | −0.002 | −0.0003 | −0.451 | ||||
Noun–verb ratio | −0.085 | −0.166 | −0.003 | −0.370 | ||||
IFOF right | Noun–verb ratio | −0.143 | −0.206 | −0.080 | −0.763 | 0.509 | 0.001** | 0.003** |
Disfluencies | −0.004 | −0.006 | −0.001 | −0.541 | ||||
Pause to word ratio | 0.002 | 0.001 | 0.004 | 0.614 | ||||
ILF left | Pause duration | 0.029 | 0.008 | 0.051 | 0.410 | 0.494 | 0.001** | 0.003** |
Speaking turn duration | 0.001 | 0.0002 | 0.002 | 0.414 | ||||
MLU | −0.001 | −0.002 | −0.0002 | −0.426 | ||||
Noun–verb ratio | −0.083 | −0.158 | −0.008 | −0.384 | ||||
ILF right | Pause duration | 0.020 | 0.0001 | 0.040 | 0.317 | 0.448 | 0.002** | 0.003** |
Speaking turn duration | 0.001 | 0.0001 | 0.002 | 0.342 | ||||
MLU | −0.001 | −0.002 | −0.0002 | −0.455 | ||||
Noun–verb ratio | −0.091 | −0.160 | −0.021 | −0.473 | ||||
SLF left | Pause duration | 0.038 | 0.010 | 0.066 | 0.420 | 0.479 | 0.001** | 0.003** |
MLU | −0.001 | −0.002 | −0.0001 | −0.374 | ||||
Noun–verb ratio | −0.130 | −0.226 | −0.034 | −0.474 | ||||
UF left | Pause duration | 0.048 | 0.019 | 0.078 | 0.544 | 0.364 | 0.002** | 0.003** |
Noun–verb ratio | −0.111 | −0.200 | −0.022 | −0.413 | ||||
UF right | Pause duration | 0.030 | 0.006 | 0.053 | 0.416 | 0.466 | 0.002** | 0.003** |
Noun–verb ratio | −0.115 | −0.191 | −0.040 | −0.534 | ||||
Disfluencies | −0.005 | −0.008 | −0.002 | −0.636 | ||||
Pause to word ratio | 0.003 | 0.0005 | 0.005 | 0.601 |
Significant predictors for the DTI values are displayed. The adjusted R2 and ANOVA p-values display the fit and significance of the full model.
FDR false discovery rate, uncorr. uncorrected, corr. corrected. N/A not applicable, MLU mean length of utterance, AF arcuate fasciculus, IFOF inferior fronto-occipital fasciculus, ILF inferior longitudinal fasciculus, SLF superior longitudinal fasciculus, UF uncinate fasciculus.
*Indicates significance at the level of α = 0.05.
**Indicates significance at the level of α = 0.01. No significant model was found for the right SLF in the schizophrenia patients group, therefore this ROI is not displayed here.