Table 4. Relationships between validation variables and brain-age delta for all CU and MCI individuals.
Model | β | SE | P-Value | [0.025] | [0.975] | N | Effect size | FDR corr P-Value | |
---|---|---|---|---|---|---|---|---|---|
CU Individuals | |||||||||
Amyloid-β pathology (ref: A-) | 0.234 | 0.047 | <0.001 | 0.140 | 0.325 | 1634 | 0.222 | <0.001 | |
Amyloid-β / Tau pathology (ref: A-T-) | A+T- | 0.2023 | 0.059 | <0.001 | 0.015 | 0.394 | 1162 | 0.275 | <0.001 |
A+T + | 0.310 | 0.096 | 0.003 | 0.101 | 0.500 | 0.300 | 0.008 | ||
APOE status (ref: APOE-ε33) | APOE-ε2 | –0.124 | 0.082 | 0.130 | –0.321 | 0.334 | 1634 | 0.122 | 0.227 |
APOE-ε4 | 0.173 | 0.052 | 0.001 | 0.071 | 0.274 | 0.172 | 0.003 | ||
APOE-ε24 | 0.012 | 0.144 | 0.936 | –0.271 | 0.294 | 0.011 | 0.999 | ||
WMH volume * | 0.160 | 0.030 | <0.001 | 0.111 | 0.231 | 972 | 0.028 | <0.001 | |
CSF NfL † | 0.079 | 0.049 | 0.112 | –0.019 | 0.176 | 378 | 0.006 | 0.209 | |
Plasma NfL † | 0.154 | 0.045 | 0.001 | 0.066 | 0.242 | 508 | 0.024 | 0.003 | |
Brain Atrophy † | 0.053 | 0.048 | 0.272 | –0.041 | 0.146 | 152 | 0.003 | 0.415 | |
MCI Individuals | |||||||||
Amyloid-β pathology | 0.640 | 0.089 | <0.001 | 0.465 | 0.816 | 218 | 0.665 | <0.001 | |
Amyloid-β / Tau pathology (ref: A-T-) | A+T- | 0.564 | 0.109 | <0.001 | 0.350 | 0.778 | 218 | 0.592 | <0.001 |
A+T + | 0.720 | 0.102 | <0.001 | 0.519 | 0.920 | 0.720 | <0.001 | ||
APOE status (ref: APOE-ε33) | APOE-ε2 | 0.007 | 0.167 | 0.968 | –0.273 | 0.978 | 218 | 0.001 | 0.999 |
APOE-ε4 | 0.273 | 0.093 | 0.003 | 0.091 | 0.456 | 0.281 | 0.008 | ||
APOE-ε24 | 0.352 | 0.319 | 0.269 | –0.273 | 0.978 | 0.359 | 0.415 | ||
WMH volume | 0.222 | 0.054 | <0.001 | 0.117 | 0.327 | 191 | 0.040 | <0.001 | |
Plasma NfL ‡ | 0.242 | 0.067 | <0.001 | 0.110 | 0.374 | 134 | 0.046 | <0.001 |
Notes: Relationships between validation variables and Brain-Age delta from all CU pooled subjects (including ALFA+, ADNI, EPAD and OASIS) and all MCI pooled subjects (including ADNI and EPAD). Results given by the linear model: brain-age delta ~each variable +chronological age+sex. The regression coefficients (β), standard errors (SE), P-value, 95% Confidence Interval, number of individuals (N) and effect size are depicted for each variable.
Significant values after FDR correction (P<0.05) are marked in bold.
Effect size in categorical variables was calculated as Cohen’s D, while Cohens f2 was calculated for continuous measurements. Amyloid-β status was defined by CSF (ALFA+, ADNI, and EPAD) or amyloid PET (OASIS). MCI individuals only contained individuals from ADNI and EPAD.
APOE, apolipoprotein E; WMH, White Matter Hyperintensities; CSF, cerebrospinal fluid; NfL, neurofilament light; ref, reference.
Contains data from ALFA+, ADNI and EPAD.
Contains data from ALFA +and ADNI.
Contains data from ADNI.