Table 2. Risk-weighted burden analysis results for APOE and 9 LOAD Candidate Genes.
Model 1: Adjustment for PCs & Site |
Model 2: Adjustment for Model 1 + APOE |
Model 3: Adjustment for Model 1 + 9 LOAD Genes |
Model 4: Adjustment for Model 1 + APOE + 9 LOAD Genes |
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β (95% CI) | P | β (95% CI) | P | β (95% CI) | P | β (95% CI) | P | |
(Intercept) | 74.2 (73.5, 75.0) | <10-32 | 70.6 (69.8, 71.4) | <10−32 | 72.9 (71.6, 74.1) | <10−32 | 69.1 (67.9, 70.4) | <10−32 |
CR1 Score | -- | -- | -- | -- | 1.01 (0.59, 1.43) | 2.66×10−6 | 1.01 (0.60, 1.43) | 1.51×10−6 |
BIN1 Score | -- | -- | -- | -- | −0.97 (−1.45, −0.50) | 5.27×10−5 | −1.04 (−1.51, −0.58) | 9.99×10−6 |
CD2AP Score | -- | -- | -- | -- | −0.51 (−1.00, −0.03) | 0.0381 | −0.43 (−0.90, 0.05) | 0.0764 |
EPHA1 Score | -- | -- | -- | -- | −0.73 (−1.49, 0.03) | 0.0586 | −0.67 (−1.41, 0.07) | 0.0778 |
CLU Score | -- | -- | -- | -- | 0.83 (0.36, 1.29) | 4.63×10−4 | 0.89 (0.44, 1.35) | 1.11×10−4 |
MS4A4A Score | -- | -- | -- | -- | 0.87 (0.34, 1.40) | 0.00120 | 0.91 (0.39, 1.43) | 5.58×10−4 |
PICALM Score | -- | -- | -- | -- | 1.11 (0.63, 1.59) | 6.78x10−6 | 1.03 (0.56, 1.51) | 1.83×10−5 |
ABCA7 Score | -- | -- | -- | -- | 0.92 (0.35, 1.50) | 0.00164 | 0.97 (0.41, 1.53) | 7.35×10−4 |
CD33 Score | -- | -- | -- | -- | −0.84 (−1.41, −0.28) | 0.00315 | −0.81 (−1.36, −0.26) | 0.00405 |
APOE Score | -- | -- | −0.77 (−0.85, −0.70) | 1.03×10−79 | -- | -- | -0.78 (−0.86, −0.70) | 5.48×10−81 |
ACT | 9.67 (8.62, 10.7) | 3.31×10−72 | 10.3 (9.30, 11.4) | 1.10×10−84 | 11.15 (9.64, 12.66) | 8.89×10−47 | 11.9 (10.42, 13.39) | 6.69×10−55 |
ADC1 | −1.76 (−2.60, −0.93) | 3.66x10−5 | 0.54 (−0.32, 1.39) | 0.219 | −1.74 (−2.81, −0.67) | 0.00139 | 0.62 (−0.45, 1.70) | 0.256 |
ADC2 | −i.03 (−1.96, −0.10) | 0.0294 | −1.47 (−2.38, −0.56) | 0.00157 | 0.33 (−1.20, 1.87) | 0.671 | −0.09 (−1.59, 1.42) | 0.909 |
ADC3 | 0.19 (−0.74, 1.13) | 0.684 | 0.40 (−0.52, 1.32) | 0.393 | 1.17 (−0.68, 3.02) | 0.215 | 1.31 (−0.50, 3.13) | 0.155 |
ADNI | −1.20 (−2.57, 0.18) | 0.0882 | −0.91 (−2.26, 0.44) | 0.187 | −0.26 (−1.90, 1.39) | 0.758 | 0.22 (−1.39, 1.84) | 0.787 |
GenADA | 0.36 (−0.57, 1.28) | 0.449 | −1.42 (−2.34, −0.50) | 0.00258 | 2.46 (1.19, 3.72) | 1.39×10−4 | 0.79 (−0.46, 2.04) | 0.216 |
LOAD | −0.67 (−1.49, 0.15) | 0.111 | 0.42 (−0.40, 1.23) | 0.316 | −0.37 (−1.55, 0.80) | 0.533 | 0.77 (−0.38, 1.93) | 0.190 |
MIRAGE | −3.08 (−4.04, −2.11) | 4.66×10−10 | 0.37 (−0.64, 1.38) | 0.472 | −2.17 (−3.51, −0.83) | 0.00146 | 1.36 (0, 2.72) | 0.0504 |
OHSU | 11.9 (10.5, 13.3) | 2.06×10−59 | 12.5 (11.1, 13.9) | 5.29×10−68 | 13.55 (11.72, 15.39) | 5.32×10−47 | 14.4 (12.6, 16.2) | 1.16×10−54 |
ROSMAP | 11.4 (10.3, 12.5) | 6.52×10−90 | 9.21 (8.11, 10.3) | 4.63×10−60 | 13.26 (11.57, 14.95) | 1.34×10−52 | 11.22 (9.55, 12.9) | 3.11×10−39 |
TGEN2 | 0.55 (−1.03, 2.13) | 0.494 | 0.69 (−0.86, 2.24) | 0.385 | 1.47 (−3.09, 6.03) | 0.528 | 1.55 (−2.92, 6.03) | 0.497 |
UM/VU/MSSM | −0.33 (−1.20, 0.53) | 0.449 | −0.6 (−1.45, 0.25) | 0.165 | 1.18 (−0.10, 2.46) | 0.0704 | 0.92 (−0.33, 2.18) | 0.149 |
UPITT | −1.33 (−2.18, −0.47) | 0.0233 | −0.61 (−1.45, 0.23) | 0.155 | 0.7 (−0.54, 1.94) | 0.267 | 1.38 (0.16, 2.59) | 0.0261 |
PC1 | 6.76 (3.09, 10.4) | 3.10×10−4 | 6.16 (2.56, 9.76) | 8.01×10−4 | 7.04 (3.38, 10.7) | 1.61×10−4 | 6.44 (2.85, 10.02) | 4.32×10−4 |
PC2 | 1.12 (−2.60, 4.84) | 0.554 | 1.99 (−1.66, 5.64) | 0.285 | 0.81 (−2.90, 4.51) | 0.670 | 1.65 (−1.98, 5.28) | 0.372 |
PC3 | −0.89 (−4.54, 2.77) | 0.634 | −0.34 (−3.93, 3.24) | 0.852 | −1.07 (−4.71, 2.57) | 0.564 | −0.5 (−4.07, 3.06) | 0.782 |
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F (df1, df2) | 164.2 (13, 9114) | 184.8 (14, 9113) | 103.3 (22, 9105) | 119.1 (23, 9104) | ||||
P | <10−100 | <10−100 | <10−100 | <10−100 | ||||
Multiple R2 | 0.1898 | 0.2211 | 0.1998 | 0.2313 | ||||
Adjusted R2 | 0.1886 | 0.2199 | 0.1979 | 0.2294 |