Table 2.
Linear Mixed Effects Models of Volumetric Brain Development in ASD
ASD Intercept B (SE) |
Group Effect B (SE) |
Age B (SE) |
Age2 B (SE) |
Group × Age B (SE) |
Group × Age2 B (SE) |
FSIQ B (SE) |
|
---|---|---|---|---|---|---|---|
Whole Brain | 1122.18 (9.7) |
−3.9 (14.1) |
−4.5*** (.25) |
.04* (.01) |
1.24** (.42) |
−.10** (.02) |
1.0* (.41) |
Gray Matter Total | 633.8 (5.3) |
−3.5 (7.7) |
−6.3*** (.18) |
.14*** (.01) |
1.0** (.30) |
−.06** (.02) |
.61** (.21) |
Gray Matter: Cortical | 565.7 (4.9) |
−2.3 (7.1) |
−6.1*** (.17) |
.14*** (.01) |
.96** (.29) |
−.06** (.02) |
.54* (.19) |
Gray Matter: Subcortical | 66.8 (.52) |
−1.0 (.76) |
−.11*** (.01) |
−.006*** (.001) |
.07* (.02) |
−.005** (.001) |
.06** (.02) |
White Matter | 381.9 (18.8) |
−2.6 (6.0) |
1.08*** (.10) |
−.07*** (.006) |
.21 (.17) |
−.02* (.01) |
.37* (.17) |
Ventricles | 18.6 (.73) |
−2.0* (.98) |
.25*** (.02) |
- | −.10** (.03) |
- | - |
Cerebellum | 148.3 (1.4) |
−.25 (2.0) |
−.17** (.05) |
−.02*** (.002) |
.04 (.08) |
- | .15* (.06) |
Thalamus | 16.4 (.14) |
−.07 (.20) |
−.04*** (.005) |
−.002*** (.0003) |
.02* (.009) |
- | .01* (.005) |
Caudate | 8.6 (.11) |
−.24 (.16) |
−.03*** (.002) |
−.0005** (.0001) |
- | - | .01* (.004) |
Corpus Callosum | 3.56 (.05) |
.05 (.07) |
.01*** (.002) |
−.001*** (.0001) |
.008* (.003) |
- | - |
Lobes | |||||||
Frontal | 213.5 (2.1) |
−1.1 (3.1) |
−2.6*** (.08) |
.06*** (.005) |
.32* (.13) |
−.02** (.008) |
.28** (.08) |
Temporal | 129.0 (1.2) |
.39 (1.6) |
−.95*** (.03) |
.01*** (.002) |
.15* (.06) |
−.01* (.004) |
- |
Parietal | 148.5 (1.4) |
−.13 (2.05) |
−1.99*** (.06) |
.05*** (.004) |
.39*** (.10) |
−.02** (.007) |
.14* (.05) |
Occipital | 59.3 (.67) |
−.02 (.9) |
−.48*** (.02) |
.012*** (.001) |
.12*** (.032) |
−.006* (.002) |
- |
TGM over WBV | .56 (.001) |
−.001 (.002) |
−.003*** (.00007) |
.00008*** (.00001) |
.0001 (.0001) |
- | - |
VBR | .016 (.0006) |
−.0018* (.0008) |
.0003*** (.00002) |
- | −.0001** (.00003) |
- | - |
corrected p<.001,
corrected p<.01,
corrected p<.05;
B: Beta value; SE: standard error; TGM: total gray matter; WBV: whole brain volume; VBR: ventricle to whole brain ratio; - effect not included in best fitting model.