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. 2023 Apr 17;12:e81067. doi: 10.7554/eLife.81067

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.