Table 2.
Fitted Developmental Curves of Within-module Degree and Participation Coefficient of Selected Hubs in the First Year of Life
| Brain Regions | Within-module Degree |
Participation Coefficient |
||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Model | Intercept | Slope | P (Slope) | AIC (Linear) | AIC (Log-linear) | Model | Intercept | Slope | P (Slope) | AIC (Linear) | AIC (Log-linear) | |
| A. Both within-module degree and participation coefficient significantly increased with age (p<0.001 FDR corrected) | ||||||||||||
| Insula_L | Linear | −0.6777 | 0.0028 | 3.89E-06 | 436.56 | 4.46E+02 | Log-linear | 0.5014 | 0.0458 | 9.48E-23 | −480.74 | −491.72 |
| Parietal_Inf_R | Log-linear | −1.0005 | 0.0058 | 1.32E-18 | 399.46 | 4.35E+02 | Linear | 0.5943 | 0.0006 | 1.74E-32 | −427.91 | −384.70 |
| Frontal_Mid_R | Log-linear | −0.1109 | 0.0022 | 2.26E-05 | 376.92 | 3.78E+02 | Linear | 0.5688 | 0.0005 | 1.81E-15 | −315.08 | −296.85 |
| Frontal_Inf_Tri_R | Linear | −1.3895 | 0.3310 | 5.60E-05 | 408.63 | 4.08E+02 | Linear | 0.6176 | 0.0004 | 7.69E-12 | −337.32 | −320.38 |
| Insula_R | Linear | 0.0440 | 0.0022 | 1.37E-05 | 382.75 | 3.93E+02 | Linear | 0.06385 | 0.0003 | 2.34E-19 | −459.68 | −449.53 |
| Temporal_Mid_R | Linear | −1.0655 | 0.3646 | 1.14E-06 | 347.98 | 3.43E+02 | Linear | 0.6500 | 0.0002 | 1.20E-07 | −455.04 | −452.71 |
| Temporal_Inf_L | Linear | −2.3270 | 0.5727 | 1.63E-14 | 396.61 | 3.65E+02 | Linear | 0.6580 | 0.0002 | 3.14E-06 | −446.38 | −438.51 |
| Temporal_Mid_L | Log-linear | −2.5666 | 0.6291 | 1.47E-20 | 376.12 | 3.48E+02 | Linear | 0.6607 | 0.0002 | 1.88E-06 | −456.65 | −455.74 |
| B. Within-module degree significantly increased with age (p<0.001 FDR corrected) | ||||||||||||
| Caudate Head | Log-linear | −0.5115 | 0.2412 | 3.79E-04 | 347.33 | 333.97 | Linear | 0.60151 | 0.0001 | 1.02E-02 | −300.17 | −296.73 |
| Thalamus_L | Log-linear | −0.5618 | 0.2251 | 1.03E-04 | 336.86 | 333.07 | Linear | 0.6265 | 0.0000 | 9.28E-02 | −330.60 | −328.81 |
| Lingual_L | Log-linear | −0.3697 | 0.2078 | 3.83E-04 | 361.86 | 360.47 | Linear | 0.5318 | 0.0000 | 3.74E-01 | −198.52 | −196.14 |
| Lingual_L | Log-linear | −1.3538 | 0.3348 | 1.36E-07 | 388.86 | 381.24 | Log-linear | 0.6051 | −0.0130 | 1.64E-01 | −202.60 | −205.06 |
| C. Participation coefficient significantly increased with age (p<0.001 FDR corrected) | ||||||||||||
| Insula_R | Linear | 0.1248 | 0.0005 | 3.78E-01 | 436.68 | 437.07 | Log-linear | 0.5186 | 0.0426 | 2.37E-23 | −505.88 | −526.20 |
| Frontal_Sup_Medial_L | Log-linear | 0.2951 | 0.0974 | 1.69E-01 | 373.59 | 372.32 | Linear | 0.4932 | 0.0007 | 4.37E-20 | −310.50 | −275.26 |
| Frontal_Sup_Medial_L | Log-linear | 1.01948 | −0.1050 | 1.09E-01 | 392.31 | 390.67 | Linear | 0.5169 | 0.0007 | 3.38E-24 | −356.76 | −321.78 |
| Frontal_Mid_R | Log-linear | 0.5278 | −0.0007 | 1.22E-01 | 361.41 | 363.11 | Linear | 0.5459 | 0.0006 | 2.01E-23 | −316.69 | −285.33 |
| Frontal_Sup_Medial_R | Log-linear | 0.4109 | 0.0002 | 6.19E-01 | 370.72 | 370.92 | Linear | 0.5160 | 0.0006 | 6.27E-21 | −335.44 | −302.49 |
| Frontal_Inf_Tri_L | Linear | −0.7318 | 0.2146 | 1.59E-03 | 410.38 | 407.03 | Linear | 0.5767 | 0.0005 | 6.28E-21 | −357.27 | −320.15 |
| Frontal_Sup_Orb_R | Linear | −0.3724 | 0.0016 | 4.22E-03 | 413.83 | 418.21 | Linear | 0.5982 | 0.0005 | 8.54E-16 | −345.12 | −327.82 |
| Rolandic_Oper_L | Log-linear | 0.5917 | 0.0009 | 2.79E-02 | 324.53 | 325.54 | Linear | 0.5958 | 0.0004 | 1.73E-16 | −360.02 | −341.34 |
| Occipital_Mid_R | Linear | 1.0949 | −0.0935 | 1.72E-01 | 372.00 | 371.15 | Linear | 0.5051 | 0.0004 | 2.15E-08 | −249.06 | −244.81 |
| Occipital_Mid_L | Linear | 1.0553 | −0.0320 | 5.92E-01 | 351.33 | 351.17 | Linear | 0.4747 | 0.0004 | 1.09E-05 | −232.68 | −229.48 |
| Pallidum_R | Log-linear | 1.2645 | −0.1973 | 3.21E-03 | 395.1144575 | 386.0104807 | Linear | 0.6498 | 0.0002 | 7.18E-07 | −404.74 | −397.96 |
| D. Both within-module degree and participation coefficient had no significant changes with age (p<0.001 FDR corrected) | ||||||||||||
| Occipital_Mid_R | Log-linear | 0.2093 | 0.1180 | 6.43E-02 | 352.43 | 350.21 | Linear | 0.4760 | 0.0002 | 1.16E-03 | −217.84 | −214.43 |
| Occipital_Sup_R | Log-linear | 0.0184 | 0.1115 | 8.42E-02 | 330.32 | 322.45 | Linear | 0.5140 | 0.0001 | 6.33E-02 | −208.04 | −206.82 |
| Occipital_Mid_L | Linear | 0.1741 | 0.0018 | 5.25E-04 | 384.96 | 386.63 | Linear | 0.5046 | 0.0001 | 1.61E-01 | −176.43 | −173.10 |
Note: The same brain region names in the table represent the different parts of the corresponding brain areas. Statistically significant increase of within-module degree or participation coefficient with age are in bold.