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[Preprint]. 2024 Nov 17:2024.11.03.24313587. [Version 4] doi: 10.1101/2024.11.03.24313587

Table 6-.

Summary of the analysis of protective/disease-modifying variants in Alzheimer’s disease cases and controls in the ADSP

Protective_model <- glm(PHENO ~ Protective/disease-modifying variant + SEX + AGE + PC1 + PC2 + PC3 + PC4 + PC5, data = data, family = binomial)
19q13.31 : rs10423769, chr19:43100929:G>A
Ancestry EUR AFR AMR EAS SAS MDE AJ FIN AAC CAS CAH
A1 A A A A A A A A A A A
P 0.460811 0.6021 0.215674 NA NA 0.789232 0.46266 NA 0.842912 NA 0.201781
OR (L95_U95) 0.79711 (0.436315_1.45625) 0.949949 (0.783198_1.1522) 1.26959 (0.870087_1.85251) NA NA 1.89966 (0.0171931_209.893) 0.807628 (0.456669_1.4283) NA 1.01806 (0.852894_1.21521) NA 0.848645 (0.659614_1.09185)
APOE:rs449647, Chr19:44905307: A>T
Ancestry EUR AFR AMR EAS SAS MDE AJ FIN AAC CAS CAH
A1 T T T T T T T T T T T
P 2.19e-14 6.62e-06 0.921403 0.410879 0.71756 0.126724 0.000246962 0.657878 0.0596323 0.935904 0.490397
OR (L95_U95) 0.723607 (0.66597_0.786231) 1.37695 (1.19808_1.58252) 1.00596 (0.894033_1.13189) 2.47276 (0.285812_21.3935) 0.940468 (0.67439_1.31153) 0.25441 (0.0439125_1.47394) 0.671781 (0.543053_0.831022) 0.43746 (0.0112664_16.986) 1.12355 (0.995282_1.26834) 1.03813 (0.417042_2.58418) 1.04671 (0.91935_1.19172)
TOMM40 :rs11556505, Chr19:44892887: C>T
Ancestry EUR AFR AMR EAS SAS MDE AJ FIN AAC CAS CAH
A1 T T T T T T T T T T T
P 4.86e-108 0.280115 5.78e-15 0.999971 0.290208 0.390511 0.00013708 0.726914 0.00011157 0.504467 2.85e-07
OR (L95_U95) 2.29043 (2.12799_2.46527) 1.12056 (0.911434_1.37768) 1.76617 (1.53118_2.03722) 0.999981 (0.36233_2.75981) 1.18727 (0.863778_1.63191) 3.89111 (0.175077_86.4808) 1.61043 (1.26061_2.05732) 1.62127 (0.107672_24.4124) 1.38513 (1.17414_1.63403) 1.41907 (0.50777_3.96587) 1.56334 (1.31814_1.85415)
NOCT:rs13116075 , Chr4:139008878: A>G
Ancestry EUR AFR AMR EAS SAS MDE AJ FIN AAC CAS CAH
A1 G G G G G G G G G G G
P 0.0874581 0.658188 0.113149 0.66702 0.9558 0.661009 0.142146 0.231494 0.180217 0.107993 0.705767
OR (L95_U95) 1.07114 (0.989957_1.15899) 1.10373 (0.712821_1.709) 0.865449 (0.723765_1.03487) 0.343613 (0.00264628_44.6173) 0.988192 (0.649261_1.50405) 1.89182 (0.109489_32.688) 0.831151 (0.649279_1.06397) 188.49 (0.0353377_1005400.0) 0.853469 (0.676933_1.07604) 0.10942 (0.00736793_1.62499) 0.965653 (0.80542_1.15776)
CASS4 :rs6024870 , Chr20:56422512: G>A
Ancestry EUR AFR AMR EAS SAS MDE AJ FIN AAC CAS CAH
A1 A A A A A A A A A A A
P 0.317519 0.19334 0.947158 NA 0.743636 0.399733 0.159203 NA 0.604016 0.512028 0.79705
OR (L95_U95) 0.948467 (0.855001_1.05215) 0.851492 (0.668311_1.08488) 0.993588 (0.82148_1.20176) NA 1.17134 (0.454001_3.02213) 3.55752 (0.185509_68.2227) 0.836323 (0.652077_1.07263) NA 1.05138 (0.870015_1.27055) 0.458625 (0.0446159_4.7144) 1.02512 (0.848483_1.23854)
LRRC37A : rs2732703 , Chr17:46275856: T>G
Ancestry EUR AFR AMR EAS SAS MDE AJ FIN AAC CAS CAH
A1 G G G G G G G G G G G
P 0.0147474 0.545618 0.580112 NA 0.80132 0.877837 0.0979924 0.78562 0.931261 0.717238 0.639068
OR (L95_U95) 0.900167 (0.8272_0.979571) 0.862876 (0.534833_1.39212) 0.95293 (0.803301_1.13043) NA 0.928456 (0.52079_1.65524) 0.827929 (0.0745303_9.19716) 0.803044 (0.619302_1.0413) 1.46559 (0.0932775_23.0276) 0.989343 (0.775568_1.26204) 0.737015 (0.141339_3.84319) 0.956805 (0.795579_1.1507)
Conditional_model <- glm(PHENO ~ Protective/disease-modifying variant + APOE_STATUS (ε4 carriers) +SEX + AGE + PC1 + PC2 + PC3 + PC4 + PC5, data = data, family = binomial)
19q13.31 : rs10423769, chr19:43100929:G>A
Ancestry EUR AFR AMR EAS SAS MDE AJ FIN AAC CAS CAH
A1 A A A A A A A A A A A
P 0.690443 0.517056 0.161042 NA NA 0.70344 0.535244 NA 0.922067 NA 0.157721
OR (L95_U95) 0.879192 (0.466549_1.6568) 0.936955 (0.769422_1.14097) 1.31287 (0.897222_1.92108) NA NA 2.51389 (0.0218339_289.443) 0.832044 (0.465285_1.4879) NA 1.00909 (0.841704_1.20978) NA 0.831481 (0.643669_1.07409)
APOE :rs449647, Chr19:44905307: A>T
Ancestry EUR AFR AMR EAS SAS MDE AJ FIN AAC CAS CAH
A1 T T T T T T T T T T T
P 0.438088 0.0624138 0.472261 0.43965 0.865612 0.139162 0.0285317 0.864837 0.496478 0.851361 0.941387
OR (L95_U95) 0.965782 (0.884422_1.05463) 1.15042 (0.99276_1.33312) 1.04487 (0.927005_1.17773) 2.38768 (0.262626_21.7078) 0.971482 (0.694882_1.35818) 0.291295 (0.0568107_1.49361) 0.780509 (0.625253_0.974316) 1.6768 (0.00436235_644.531) 0.956649 (0.841935_1.08699) 1.09711 (0.416133_2.89248) 0.995056 (0.871901_1.13561)
TOMM40 :rs11556505, Chr19:44892887: C>T
Ancestry EUR AFR AMR EAS SAS MDE AJ FIN AAC CAS CAH
A1 T T T T T T T T T T T
P 3.05e-06 0.349246 0.258 0.305313 0.925043 0.306123 0.825232 0.864985 0.0409785 0.517952 0.0463152
OR (L95_U95) 1.24509 (1.1356_1.36513) 1.10709 (0.894683_1.36993) 1.12255 (0.918784_1.3715) 0.386149 (0.0626103_2.38157) 0.980508 (0.650674_1.47754) 12.6053 (0.0983582_1615.46) 1.03582 (0.757949_1.41555) 1.35469 (0.0409377_44.8285) 1.19548 (1.00735_1.41876) 0.637351 (0.162678_2.49707) 1.20744 (1.00308_1.45342)
NOCT :rs13116075 , Chr4:139008878: A>G
Ancestry EUR AFR AMR EAS SAS MDE AJ FIN AAC CAS CAH
A1 G G G G G G G G G G G
P 0.11744 0.645244 0.119401 0.551474 0.995776 0.682833 0.228236 0.415815 0.190788 0.123526 0.623371
OR (L95_U95) 1.06849 (0.983453_1.16087) 1.11107 (0.709591_1.7397) 0.866307 (0.723148_1.03781) 0.222352 (0.00157819_31.3274) 1.00114 (0.657627_1.52408) 0.664864 (0.0938476_4.71024) 0.856635 (0.666008_1.10183) 3.39754 (0.178546_64.6512) 0.853379 (0.672949_1.08219) 0.12043 (0.00814495_1.78066) 0.954866 (0.794128_1.14814)
CASS4 :rs6024870 , Chr20:56422512: G>A
Ancestry EUR AFR AMR EAS SAS MDE AJ FIN AAC CAS CAH
A1 A A A A A A A A A A A
P 0.166437 0.266129 0.885204 NA 0.722628 0.396827 0.0769097 NA 0.725645 0.491759 0.891828
OR (L95_U95) 0.925783 (0.829988_1.03263) 0.868781 (0.678012_1.11322) 1.01427 (0.836751_1.22946) NA 1.18792 (0.459014_3.07431) 4.06585 (0.158516_104.287) 0.795013 (0.616578_1.02509) NA 1.0353 (0.852927_1.25668) 0.434108 (0.0402219_4.68526) 1.0134 (0.836458_1.22778)
LRRC37A: rs2732703 , Chr17:46275856: T>G
Ancestry EUR AFR AMR EAS SAS MDE AJ FIN AAC CAS CAH
A1 G G G G G G G G G G G
P 0.0206232 0.478694 0.481538 NA 0.761611 0.861743 0.181446 0.831894 0.872138 0.833465 0.648529
OR (L95_U95) 0.900245 (0.823603_0.98402) 0.837245 (0.512161_1.36867) 0.939807 (0.790605_1.11717) NA 0.91409 (0.511621_1.63316) 0.806351 (0.0715386_9.08883) 0.834828 (0.640625_1.0879) 1.38359 (0.0690329_27.7305) 0.979684 (0.763012_1.25788) 0.838877 (0.163097_4.31471) 0.957399 (0.793949_1.1545)
Conditional_model <- glm(PHENO ~ Protective/disease-modifying variant + APOE_STATUS (ε4/ε4) +SEX + AGE + PC1 + PC2 + PC3 + PC4 + PC5, data = data, family = binomial)
19q13.31 : rs10423769, chr19:43100929:G>A
Ancestry EUR AFR AMR EAS SAS MDE AJ FIN AAC CAS CAH
A1 A A A A A A A A A A A
P 0.520432 0.487737 0.242755 NA NA 0.723333 0.464294 NA 0.7821 NA 0.116951
OR (L95 U95) 0.818862 (0.445176_1.50622) 0.93305 (0.767187_1.13477) 1.25453 (0.857515_1.83537) NA NA 2.34504 (0.0209322_262.714) 0.806588 (0.453563_1.43439) NA 1.02572 (0.8568_1.22794) NA 0.814618 (0.630416_1.05264)
APOE :rs449647, Chr19:44905307: A>T
Ancestry EUR AFR AMR EAS SAS MDE AJ FIN AAC CAS CAH
A1 T T T T T T T T T T T
P 5.13e-07 0.00116208 0.65243 0.406828 0.713205 0.204203 0.00311608 0.937989 0.506202 0.940189 0.843606
OR (L95_U95) 0.80682 (0.741977_0.87733) 1.26706 (1.09841_1.4616) 1.02765 (0.912626_1.15718) 2.44129 (0.296298_20.1146) 0.939528 (0.673676_1.31029) 0.362537 (0.0757061_1.73609) 0.723028 (0.583137_0.896479) 1.17291 (0.021098_65.2066) 1.04321 (0.920878_1.1818) 1.03564 (0.414924_2.58492) 1.01332 (0.888485_1.1557)
TOMM40 :rs11556505, Chr19:44892887: C>T
Ancestry EUR AFR AMR EAS SAS MDE AJ FIN AAC CAS CAH
A1 T T T T T T T T T T T
P 1.68e-58 0.375778 1.22e-07 0.649911 0.24013 0.847088 0.00962134 0.823812 0.00964987 0.494246 0.000521882
OR (L95_U95) 1.95842 (1.80479_2.12513) 1.09968 (0.891141_1.35703) 1.5297 (1.30682_1.79058) 1.38741 (0.337396_5.70517) 1.21776 (0.876594_1.69171) 1.26953 (0.112259_14.357) 1.41037 (1.08715_1.82968) 1.25464 (0.17031_9.24275) 1.25348 (1.05637_1.48738) 1.46486 (0.490248_4.37702) 1.37305 (1.14789_1.64237)
NOCT:rs13116075 , Chr4:139008878: A>G
Ancestry EUR AFR AMR EAS SAS MDE AJ FIN AAC CAS CAH
A1 G G G G G G G G G G G
P 0.0886405 0.577482 0.126453 0.748873 0.954283 0.742716 0.138021 0.529144 0.183083 0.104656 0.648668
OR (L95_U95) 1.07213 (0.989528_1.16163) 1.13356 (0.729266_1.762) 0.869347 (0.726455_1.04035) 0.424654 (0.00224227_80.4235) 0.987788 (0.648967_1.5035) 0.713686 (0.0952421_5.34792) 0.828076 (0.645363_1.06252) 2.58464 (0.134278_49.7502) 0.851783 (0.672605_1.07869) 0.105682 (0.00700063_1.59537) 0.958323 (0.797957_1.15092)
CASS4 :rs6024870 , Chr20:56422512: G>A
Ancestry EUR AFR AMR EAS SAS MDE AJ FIN AAC CAS CAH
A1 A A A A A A A A A A A
P 0.315877 0.203848 0.932446 NA 0.74473 0.985781 0.152267 NA 0.500034 0.509982 0.826824
OR (L95_U95) 0.947416 (0.852505_1.05289) 0.852854 (0.667192_1.09018) 0.991742 (0.818715_1.20134) NA 1.17055 (0.45363_3.02051) 0.979617 (0.101731_9.43317) 0.8319 (0.646608_1.07029) NA 1.06851 (0.881347_1.29542) 0.456796 (0.04441_4.69855) 1.02149 (0.844336_1.23581)
LRRC37A: rs2732703 , Chr17:46275856: T>G
Ancestry EUR AFR AMR EAS SAS MDE AJ FIN AAC CAS CAH
A1 G G G G G G G G G G G
P 0.0170534 0.526575 0.657118 NA 0.800316 0.80885 0.108589 0.842417 0.84495 0.720352 0.691408
OR (L95_U95) 0.90071 (0.826556_0.981517) 0.854763 (0.525895_1.38929) 0.961802 (0.809848_1.14227) NA 0.928096 (0.52057_1.65465) 0.767101 (0.0895205_6.57328) 0.806879 (0.620834_1.04868) 1.38422 (0.0561144_34.1458) 0.975534 (0.761079_1.25042) 0.739306 (0.141463_3.86371) 0.963032 (0.799585_1.15989)
r2_model <- lm(Protective/disease-modifying variant ~ APOESTATUS (ε4 carriers) +SEX + AGE + PC1 + PC2 + PC3 + PC4 + PC5, data = data)
19q13.31: rs10423769, chr19:43100929:G>A
Ancestry EUR AFR AMR EAS SAS MDE AJ FIN AAC CAS CAH
Multiple R-squared 0.005848 0.006813 0.01403 NA NA 0.06651 0.003517 NA 0.008922 NA 0.01368
Adjusted R-squared 0.00507 0.003417 0.01247 NA NA −0.2101 −0.00456 NA 0.005956 NA 0.01079
F-statistic 7.511 2.006 8.972 NA NA 0.2404 0.4354 NA 3.008 NA 4.728
p-value (F-statistic) 4.81e-10 0.04213 2.69e-12 NA NA 0.9792 0.9002 NA 0.002308 NA 8.90e-06
APOE :rs449647, Chr19:44905307: A>T
Ancestry EUR AFR AMR EAS SAS MDE AJ FIN AAC CAS CAH
Multiple R-squared 0.05969 0.09666 0.008391 0.1156 0.02943 0.1789 0.07881 0.6671 0.0556 0.07086 0.01471
Adjusted R-squared 5.90e-02 0.09357 0.006819 0.01455 0.02626 −0.06436 0.07134 0.4769 0.05278 0.01851 0.01182
F-statistic 81.04 31.3 5.336 1.144 9.272 0.7354 10.55 3.507 19.67 1.354 5.091
p-value (F-statistic) < 2.2e-16 < 2.2e-16 1.08e-06 0.3455 1.15e-12 0.6598 2.72e-14 0.01951 < 2.2e-16 0.2221 2.62e-06
TOMM40 :rs11556505, Chr19:44892887: C>T
Ancestry EUR AFR AMR EAS SAS MDE AJ FIN AAC CAS CAH
Multiple R-squared 0.4047 0.005166 0.5032 0.5528 0.3681 0.4932 0.4053 0.2905 0.03025 0.4191 0.1588
Adjusted R-squared 4.04e-01 0.001765 5.02e-01 0.5017 0.366 0.3431 0.4005 −0.1149 0.02735 0.3863 0.1563
F-statistic 867.9 1.519 638.5 10.82 178.1 3.285 84.07 0.7166 10.42 12.8 64.34
p-value (F-statistic) < 2.2e-16 0.1453 < 2.2e-16 8.93e-10 < 2.2e-16 0.009537 < 2.2e-16 0.6747 1.76e-14 9.05e-14 < 2.2e-16
AOCT:rs13116075 , Chr4:139008878: A>G
Ancestry EUR AFR AMR EAS SAS MDE AJ FIN AAC CAS CAH
Multiple R-squared 0.001905 0.00331 0.04212 0.1196 0.01192 0.2339 0.01113 0.4501 0.02384 0.1287 0.007236
Adjusted R-squared 0.001124 −9.73E-05 0.0406 0.01903 0.008685 0.006878 0.003112 0.1359 0.02091 0.07962 0.004324
F-statistic 2.437 0.9714 27.72 1.189 3.688 1.03 1.388 1.432 8.159 2.622 2.485
p-value (F-statistic) 0.01247 0.4564 < 2.2e-16 0.3181 0.0002741 0.4381 0.1974 0.2659 5.90e-11 0.01045 0.01101
CASS4 :rs6024870 , Chr20:56422512: G>A
Ancestry EUR AFR AMR EAS SAS MDE AJ FIN AAC CAS CAH
Multiple R-squared 0.005311 0.008006 0.04053 NA 0.003495 0.2169 0.009504 NA 0.001664 0.09364 0.006718
Adjusted R-squared 0.004532 0.004614 0.03901 NA 0.0002362 −0.01509 0.001476 NA −0.001323 0.04258 0.003805
F-statistic 6.818 2.361 26.63 NA 1.072 0.935 1.184 NA 0.5571 1.834 2.306
p-value (F-statistic) 5.75e-09 0.01578 < 2.2e-16 NA 0.3794 0.5046 0.3055 NA 0.8136 0.07543 0.0184
LRRC37A: rs2732703 , Chr17:46275856: T>G
Ancestry EUR AFR AMR EAS SAS MDE AJ FIN AAC CAS CAH
Multiple R-squared 0.007921 0.03169 0.07651 NA 0.01552 0.3253 0.01275 0.3684 0.03173 0.0346 0.008147
Adjusted R-squared 0.007144 0.02838 0.07505 NA 0.0123 0.1254 0.004751 0.007558 0.02883 −0.01979 0.005237
F-statistic 10.19 9.574 52.24 NA 4.821 1.627 1.594 1.021 10.95 0.6361 2.8
p-value (F-statistic) 2.74e-14 3.99e-13 < 2.2e-16 NA 6.59e-06 0.1635 0.1223 0.4641 2.65e-15 0.7463 0.004337
r2_model <- lm(Protective/disease-modifying variant ~ APOESTATUS (ε4/ε4) +SEX + AGE + PC1 + PC2 + PC3 + PC4 + PC5, data = data)
19q13.31: rs10423769, chr19:43100929:G>A
Ancestry EUR AFR AMR EAS SAS MDE AJ FIN AAC CAS CAH
Multiple R-squared 0.005736 0.007183 0.0141 NA NA 0.05772 0.00307 NA 0.0089 NA 0.01519
Adjusted R-squared 0.004957 0.003789 0.01254 NA NA −0.2215 −0.00501 NA 0.005934 NA 0.0123
F-statistic 7.366 2.116 9.019 NA NA 0.2067 0.38 NA 3.001 NA 5.258
p-value (F-statistic) 8.10e-10 0.03127 2.27e-12 NA NA 0.9871 0.9315 NA 0.00236 NA 1.49e-06
APOE :rs449647, Chr19:44905307: A>T
Ancestry EUR AFR AMR EAS SAS MDE AJ FIN AAC CAS CAH
Multiple R-squared 0.0319 0.04362 0.005569 0.1584 0.02047 0.1899 0.03783 0.445 0.02097 0.04018 0.01183
Adjusted R-squared 3.11e-02 0.04035 0.003992 0.0622 0.01727 −0.05015 0.03003 0.1279 0.01804 −0.01389 0.008934
F-statistic 42.07 13.34 3.531 1.647 6.391 0.7911 4.85 1.403 7.155 0.7431 4.082
p-value (F-statistic) < 2.2e-16 < 2.2e-16 0.0004401 0.1274 3.05e-08 0.6149 6.99e-06 0.2767 2.06e-09 0.6533 7.59e-05
TOMM40 :rs11556505, Chr19:44892887: C>T
Ancestry EUR AFR AMR EAS SAS MDE AJ FIN AAC CAS CAH
Multiple R-squared 0.2721 0.005496 0.1374 0.4969 0.07396 0.5143 0.1281 0.3759 0.02289 0.2014 0.08108
Adjusted R-squared 2.72e-01 0.002096 1.36e-01 0.4394 0.07093 0.3704 0.1211 0.01934 0.01996 0.1564 0.07838
F-statistic 477.2 1.617 100.4 8.642 24.42 3.573 18.13 1.054 7.826 4.476 30.08
p-value (F-statistic) < 2.2e-16 0.1149 < 2.2e-16 4.07e-08 < 2.2e-16 0.00599 < 2.2e-16 0.4443 1.93e-10 7.29e-05 < 2.2e-16
NOCT:rs13116075 , Chr4:139008878: A>G
Ancestry EUR AFR AMR EAS SAS MDE AJ FIN AAC CAS CAH
Multiple R-squared 0.001848 0.003495 0.04217 0.1926 0.0117 0.2291 0.00869 0.4587 0.02382 0.1338 0.00723
Adjusted R-squared 0.001066 8.79E-05 0.04065 0.1004 0.008469 0.0007037 0.0006552 0.1493 0.02089 0.08501 0.004317
F-statistic 2.363 1.026 27.76 2.088 3.62 1.003 1.082 1.483 8.152 2.742 2.482
p-value (F-statistic) 0.01543 0.4139 < 2.2e-16 0.04845 0.0003401 0.4565 0.3735 0.248 6.05e-11 0.007637 0.01109
CASS4 :rs6024870 , Chr20:56422512: G>A
Ancestry EUR AFR AMR EAS SAS MDE AJ FIN AAC CAS CAH
Multiple R-squared 0.005269 0.007486 0.04021 NA 0.003431 0.1763 0.006623 NA 0.001632 0.09397 0.006616
Adjusted R-squared 0.00449 0.004093 0.03868 NA 0.0001714 −0.06771 −0.001429 NA −0.001357 0.04292 0.003701
F-statistic 6.763 2.206 26.41 NA 1.053 0.7226 0.8225 NA 0.546 1.841 2.27
p-value (F-statistic) 6.97e-09 0.02438 < 2.2e-16 NA 0.3939 0.6703 0.5827 NA 0.8223 0.07417 0.02034
LRRC37A: rs2732703, Chr17:46275856: T>G
Ancestry EUR AFR AMR EAS SAS MDE AJ FIN AAC CAS CAH
Multiple R-squared 0.007924 0.03166 0.0766 NA 0.01559 0.3186 0.009751 0.2984 0.03179 0.03813 0.008379
Adjusted R-squared 0.007147 0.02835 0.07514 NA 0.01237 0.1167 0.001725 −0.1026 0.02889 −0.01606 0.00547
F-statistic 10.2 9.563 52.3 NA 4.843 1.578 1.215 0.7442 10.97 0.7036 2.88
p-value (F-statistic) 2.70e-14 4.14e-13 < 2.2e-16 NA 6.11e-06 0.1781 0.2866 0.6539 2.44e-15 0.688 0.0034
Interactionmodel <- glm(PHENO ~ Protective/disease-modifying variant * APOESTATUS (ε4 carriers) +SEX + AGE + PC1 + PC2 + PC3 + PC4 + PC5, data = data, family = binomial)
19q13.31: rs10423769, chr19:43100929:G>A
Ancestry EUR AFR AMR EAS SAS MDE AJ FIN AAC CAS CAH
P −0.318826 −4.166e-01 4.690e-01 NA NA NA 0.4752150 NA −0.1165126 NA 1.433e-01
Std. Error 0.708762 1.989e-01 4.654e-01 NA NA NA 0.6321330 NA 0.1847811 NA 2.718e-01
z value −0.450 −2.095 1.008 NA NA NA 0.752 NA −0.631 NA 0.527
p-value 0.652829 0.03619 0.313568 NA NA NA 0.4522 NA 0.52834 NA 0.598
APOE :rs449647, Chr19:44905307: A>T
Ancestry EUR AFR AMR EAS SAS MDE AJ FIN AAC CAS CAH
P −0.270222 −1.446e-02 −2.146e-01 −1.31410 −0.41516 −17.92462 −0.3188204 NA −0.2674458 −0.28649 9.553e-02
Std. Error 0.105633 1.494e-01 1.423e-01 2.47308 0.50059 2971.41668 0.2675842 NA 0.1298759 1.13455 1.405e-01
z value −2.558 −0.097 −1.508 −0.531 −0.829 −0.006 −1.191 NA −2.059 −0.253 0.680
p-value 0.010524 0.92290 0.131445 0.595167 0.406911 0.9952 0.2335 NA 0.03947 0.800642 0.497
TOMM40 :rs11556505, Chr19:44892887: C>T
Ancestry EUR AFR AMR EAS SAS MDE AJ FIN AAC CAS CAH
P 3.048e-01 −1.037e-01 4.267e-01 −1.84506 −4.491e-02 −10.51189 0.2308497 50.468 0.0356318 −0.77961 1.709e-01
Std. Error 9.651e-02 2.173e-01 2.268e-01 1.98319 4.240e-01 2444.76386 0.3406798 3499.371 0.1757837 1.42636 1.915e-01
z value 3.158 −0.477 1.882 −0.930 −0.106 −0.004 0.678 0.014 0.203 −0.547 0.892
p-value 0.001586 0.63323 0.059868 0.35219 0.915644 0.9966 0.49802 0.988 0.83937 0.584671 0.372
AOCT:rs13116075 , Chr4:139008878: A>G
Ancestry EUR AFR AMR EAS SAS MDE AJ FIN AAC CAS CAH
P −8.385e-02 −9.510e-01 7.260e-02 NA 0.26446 −3.81041 −0.2010145 −5.534e+02 0.5046073 −1.385e+00 2.081e-01
Std. Error 8.649e-02 4.567e-01 2.000e-01 NA 0.49224 2.97982 0.2679418 2.485e+06 0.2500546 3.982e+03 2.023e-01
z value −0.969 −2.082 0.363 NA 0.537 −1.279 −0.750 0.000 2.018 0.000 1.029
p-value 0.33232 0.03732 0.716605 NA 0.591085 0.2010 0.4531 1.000 0.043592 0.99972 0.304
CASS4 :rs6024870 , Chr20:56422512: G>A
Ancestry EUR AFR AMR EAS SAS MDE AJ FIN AAC CAS CAH
P −2.061e-01 −9.165e-02 1.605e-01 NA −0.14240 −17.90442 −0.2340929 NA 0.1964231 −1.592e+01 −4.237e-01
Std. Error 1.121e-01 2.531e-01 2.191e-01 NA 1.25526 2623.75448 0.2607464 NA 0.2011266 1.264e+03 2.070e-01
z value −1.839 −0.362 0.732 NA −0.113 −0.007 −0.898 NA 0.977 −0.013 −2.047
p-value 0.065858 0.71722 0.463960 NA 0.909678 0.9946 0.3693 NA 0.32876 0.989947 0.0406
LRRC37A: rs2732703, Chr17:46275856: T>G
Ancestry EUR AFR AMR EAS SAS MDE AJ FIN AAC CAS CAH
P −6.999e-03 3.639e-01 3.705e-01 NA −0.14487 −0.20542 −0.3455109 NA −0.2151586 −15.95199 8.660e-02
Std. Error 9.252e-02 5.076e-01 1.866e-01 NA 0.67397 2.71021 0.2772725 NA 0.2525163 1689.31304 2.043e-01
z value −0.076 0.717 1.985 NA −0.215 −0.076 −1.246 NA −0.852 −0.009 0.424
p-value 0.939698 0.47344 0.047098 NA 0.829805 0.9396 0.2127 NA 0.39418 0.992466 0.672
Interaction model <- glm(PHENO ~ Protective/disease-modifying variant * APOESTATUS (ε4/ε4) +SEX + AGE + PC1 + PC2 + PC3 + PC4 + PC5, data = data, family = binomial)
19q13.31: rs10423769, chr19:43100929:G>A
Ancestry EUR AFR AMR EAS SAS MDE AJ FIN AAC CAS CAH
P 4.911e+00 −1.297e-01 3.386e-01 NA NA NA 6.083e+00 NA −0.0109888 NA −1.266e-01
Std. Error 6.962e+01 1.673e-01 6.141e-01 NA NA NA 1.881e+02 NA 0.2050836 NA 2.496e-01
z value 0.071 −0.775 0.551 NA NA NA 0.032 NA −0.054 NA −0.507
p-value 0.9438 0.43845 0.581417 NA NA NA 0.974203 NA 0.95727 NA 0.611873
APOE :rs449647, Chr19:44905307: A>T
Ancestry EUR AFR AMR EAS SAS MDE AJ FIN AAC CAS CAH
P 1.985e-01 3.898e-02 −6.337e-01 7.06937 −6.024637 NA NA NA −0.4090145 7.737451 −6.361e-02
Std. Error 3.794e-01 1.254e-01 2.572e-01 872.99690 187.324036 NA NA NA 0.1331053 688.428638 1.580e-01
z value 0.523 0.311 −2.464 0.008 −0.032 NA NA NA −3.073 0.011 −0.403
p-value 0.6008 0.755964 0.013753 0.993539 0.974343 NA NA NA 0.00212 0.991033 0.687273
TOMM40 :rs11556505, Chr19:44892887: C>T
Ancestry EUR AFR AMR EAS SAS MDE AJ FIN AAC CAS CAH
P −2.868e-01 −1.377e-01 −3.712e-02 −7.69280 0.007408 5.14876 −0.0208789 −1.042e+02 −0.1621401 −7.062849 −1.911e-01
Std. Error 8.295e-02 1.929e-01 1.600e-01 868.83988 0.678194 2797.44372 0.2745880 4.104e+05 0.1470801 727.699410 1.585e-01
z value −3.457 −0.714 −0.232 −0.009 0.011 0.002 −0.076 0.000 −1.102 −0.010 −1.206
p-value 0.000546 0.475415 0.816578 0.992936 0.991284 0.9985 0.9394 1.000 0.27029 0.992256 0.227812
NOCT:rs13116075 , Chr4:139008878: A>G
Ancestry EUR AFR AMR EAS SAS MDE AJ FIN AAC CAS CAH
P −1.127e-01 −9.841e-01 −6.797e-01 NA −5.758776 NA 0.1252292 −1.879e+02 0.1242855 NA −4.846e-01
Std. Error 9.604e-02 5.861e-01 3.291e-01 NA 194.924414 NA 0.4583244 2.720e+05 0.2773288 NA 2.277e-01
z value −1.173 −1.679 −2.065 NA −0.030 NA 0.273 −0.001 0.448 NA −2.128
p-value 0.2407 0.093119 0.038876 NA 0.976431 NA 0.78467 0.999 0.6540 NA 0.033307
CASS4 :rs6024870 , Chr20:56422512: G>A
Ancestry EUR AFR AMR EAS SAS MDE AJ FIN AAC CAS CAH
P −6.057e-02 1.027e-01 −2.230e-02 NA −5.08657 −6.10931 −0.3588910 NA 0.1269480 −6.715306 −1.595e-02
Std. Error 1.280e-01 2.424e-01 2.954e-01 NA 267.70598 2797.44428 0.3317201 NA 0.2388870 727.699378 2.476e-01
z value −0.473 0.424 −0.075 NA −0.019 −0.002 −1.082 NA 0.531 −0.009 −0.064
p-value 0.6361 0.671842 0.939822 NA 0.984841 0.9983 0.27929 NA 0.59513 0.992637 0.949
LRRC37A: rs2732703 , Chr17:46275856: T>G
Ancestry EUR AFR AMR EAS SAS MDE AJ FIN AAC CAS CAH
P 8.827e-02 1.163e-01 2.941e-02 NA −5.49623 5.63281 −0.1043969 −1.440e+02 0.1053866 NA −9.881e-02
Std. Error 1.098e-01 4.620e-01 2.958e-01 NA 218.06889 2797.44375 0.4237288 2.458e+05 0.2752225 NA 2.549e-01
z value 0.804 0.252 0.099 NA −0.025 0.002 −0.246 −0.001 0.383 NA −0.388
p-value 0.4215 0.801198 0.920809 NA 0.979892 0.9984 0.80539 1.000 0.70178 NA 0.698256
Conditionalmodel <- glm(PHENO ~ Protective/disease-modifying variant + APOESTATUS (ε3/ε3) +SEX + AGE + PC1 + PC2 + PC3 + PC4 + PC5, data = data, family = binomial)
19q13.31: rs10423769, chr19:43100929:G>A
Ancestry EUR AFR AMR EAS SAS MDE AJ FIN AAC CAS CAH
A1 A A A A A A A A A A A
P 0.519217 0.508413 0.199474 NA NA 0.720057 0.490052 NA 0.964739 NA 0.164826
OR (L95_U95) 0.8154 (0.438395_1.51662) 0.936386 (0.770645_1.13777) 1.28189 (0.877204_1.87326) NA NA 2.4021 (0.0199145_289.744) 0.816622 (0.459406_1.45159) NA 0.995971 (0.832748_1.19119) NA 0.835427 (0.648215_1.07671)
APOE :rs449647, Chr19:44905307: A>T
Ancestry EUR AFR AMR EAS SAS MDE AJ FIN AAC CAS CAH
A1 T T T T T T T T T T T
P 3.76e-09 0.000378349 0.843162 0.409142 0.744106 0.139232 0.00257546 0.220398 0.536594 0.790636 0.861296
OR (L95_U95) 0.774637 (0.71158_0.843283) 1.29317 (1.12226_1.49011) 1.01206 (0.898723_1.13969) 2.50033 (0.283747_22.0325) 0.946117 (0.678434_1.31942) 0.284837 (0.0539092_1.50498) 0.716756 (0.577206_0.890043) .0239989 (6.15937e-05_9.35072 1.03989 (0.918565_1.17724) 0.880239 (0.34325_2.25731) 1.01175 (0.887525_1.15335)
TOMM40 :rs11556505, Chr19:44892887: C>T
Ancestry EUR AFR AMR EAS SAS MDE AJ FIN AAC CAS CAH
A1 T T T T T T T T T T T
P 1.28e-38 0.50568 0.000100648 0.931317 0.915364 0.49694 0.0510141 0.649767 0.00876273 0.688142 0.00210663
OR (L95_U95) 1.8019 (1.64879_1.96923) 1.07366 (0.870902_1.32363) 1.43907 (1.19788_1.72882) 0.946922 (0.273961_3.27296) 1.02006 (0.707227_1.47127) 2.39398 (0.192874_29.7145) 1.33147 (0.998739_1.77504) 1.46764 (0.280186_7.68758) 1.25301 (1.05855_1.4832) 0.779007 (0.230106_2.63727) 1.33379 (1.11007_1.60258)
AOCT:rs13116075 , Chr4:139008878: A>G
Ancestry EUR AFR AMR EAS SAS MDE AJ FIN AAC CAS CAH
A1 G G G G G G G G G G G
P 0.0921729 0.579616 0.111308 0.658318 0.983852 0.690334 0.205043 0.492526 0.159087 0.150941 0.597635
OR (L95_U95) 1.07181 (0.988702_1.1619) 1.13268 (0.728891_1.76017) 0.863958 (0.721646_1.03434) 0.332386 (0.00252112_43.822) 0.99567 (0.654064_1.51569) 1.79433 (0.101114_31.8415) 0.850932 (0.66294_1.09223) 3.02023 (0.128563_70.9521) 0.844765 (0.667978_1.06834) 0.139696 (0.00952012_2.04987) 0.951919 (0.792742_1.14306)
CASS4 :rs6024870 , Chr20:56422512: G>A
Ancestry EUR AFR AMR EAS SAS MDE AJ FIN AAC CAS CAH
A1 A A A A A A A A A A A
P 0.198142 0.2355 0.895017 NA 0.733941 0.317651 0.132828 NA 0.699167 0.495562 0.816941
OR (L95_U95) 0.93265 (0.838685_1.03714) 0.862441 (0.675375_1.10132) 1.01298 (0.83637_1.22689) NA 1.17936 (0.455509_3.05349) 5.57921 (0.191552_162.501) 0.824916 (0.641812_1.06026) NA 1.0385 (0.857433_1.2578) 0.442584 (0.0424502_4.61436) 1.02274 (0.845421_1.23726)
LRRC37A: rs2732703 , Chr17:46275856: T>G
Ancestry EUR AFR AMR EAS SAS MDE AJ FIN AAC CAS CAH
A1 G G G G G G G G G G G
P 0.0159467 0.469114 0.499232 NA 0.765328 0.888089 0.141762 0.630329 0.722082 0.859343 0.603084
OR (L95_U95) 0.899139 (0.824667_0.980338) 0.836562 (0.516022_1.35621) 0.942435 (0.793531_1.11928) NA 0.915569 (0.513034_1.63394) 0.841499 (0.0760695_9.30887) 0.821482 (0.631937_1.06788) 2.02936 (0.113665_36.2319) 0.956198 (0.747062_1.22388) 0.86174 (0.166199_4.4681) 0.951874 (0.790384_1.14636)
r2_model <- lm(Protective/disease-modifying variant ~ APOESTATUS (ε3/ε3) +SEX + AGE + PC1 + PC2 + PC3 + PC4 + PC5, data = data)
19q13.31: rs10423769, chr19:43100929:G>A
Ancestry EUR AFR AMR EAS SAS MDE AJ FIN AAC CAS CAH
Multiple R-squared 0.005739 0.007209 0.01396 NA NA 0.08435 0.003222 NA 0.009795 NA 0.01382
Adjusted R-squared 0.00496 0.003815 0.01239 NA NA −0.187 −0.004857 NA 0.006832 NA 0.01093
F-statistic 7.369 2.124 8.924 NA NA 0.3109 0.3988 NA 3.305 NA 4.776
p-value (F-statistic) 8.001e-10 0.03061 3.205e-12 NA NA 0.9552 0.9215 NA 0.000918 NA 7.57e-06
APOE :rs449647, Chr19:44905307: A>T
Ancestry EUR AFR AMR EAS SAS MDE AJ FIN AAC CAS CAH
Multiple R-squared 0.01708 0.0417 0.004391 0.09561 0.01963 0.1763 0.03854 0.557 0.03105 0.05191 0.01413
Adjusted R-squared 0.01631 0.03843 0.002812 −0.007747 0.01642 −0.06776 0.03074 0.3038 0.02815 −0.001505 0.01124
F-statistic 22.18 12.73 2.781 0.925 6.122 0.7224 4.945 2.2 10.71 0.9718 4.885
p-value (F-statistic) < 2.2e-16 < 2.2e-16 0.004543 0.5015 7.75e-08 0.6704 5.12e-06 0.09414 6.324e-15 0.4605 5.251e-06
TOMM40 :rs11556505, Chr19:44892887: C>T
Ancestry EUR AFR AMR EAS SAS MDE AJ FIN AAC CAS CAH
Multiple R-squared 0.3606 0.007793 0.4079 0.3913 0.2386 0.542 0.3094 0.2094 0.02844 0.2733 0.1477
Adjusted R-squared 0.3601 0.004401 0.4069 0.3217 0.2361 0.4063 0.3038 −0.2424 0.02554 0.2324 0.1452
F-statistic 720.1 2.297 434.3 5.625 95.83 3.994 55.26 0.4635 9.782 6.676 59.09
p-value (F-statistic) < 2.2e-16 0.01888 < 2.2e-16 1.641e-05 < 2.2e-16 0.003104 < 2.2e-16 0.862 1.769e-13 2.122e-07 < 2.2e-16
AOCT:rs13116075 , Chr4:139008878: A>G
Ancestry EUR AFR AMR EAS SAS MDE AJ FIN AAC CAS CAH
Multiple R-squared 0.001859 0.003644 0.04211 0.111 0.01174 0.2214 0.01144 0.4719 0.02385 0.1566 0.007509
Adjusted R-squared 0.001077 0.0002378 0.04059 0.009412 0.008509 −0.009359 0.003432 0.1701 0.02093 0.1091 0.004597
F-statistic 2.378 1.07 27.72 1.093 3.632 0.9594 1.428 1.564 8.162 3.297 2.579
p-value (F-statistic) 0.0148 0.3813 < 2.2e-16 0.3787 0.000327 0.4869 0.1803 0.2219 5.824e-11 0.001752 0.008361
CASS4 :rs6024870 , Chr20:56422512: G>A
Ancestry EUR AFR AMR EAS SAS MDE AJ FIN AAC CAS CAH
Multiple R-squared 0.005369 0.008078 0.04074 NA 0.003443 0.1515 0.00698 NA 0.001719 0.09891 0.006579
Adjusted R-squared 0.00459 0.004687 0.03922 NA 0.0001839 −0.09995 −0.001069 NA −0.001269 0.04814 0.003665
F-statistic 6.891 2.382 26.78 NA 1.056 0.6025 0.8672 NA 0.5753 1.948 2.258
p-value (F-statistic) 4.416e-09 0.01484 < 2.2e-16 NA 0.391 0.7675 0.5438 NA 0.7989 0.05729 0.02107
LRRC37A: rs2732703, Chr17:46275856: T>G
Ancestry EUR AFR AMR EAS SAS MDE AJ FIN AAC CAS CAH
Multiple R-squared 0.007884 0.03186 0.07655 NA 0.01582 0.3186 0.01161 0.3118 0.03262 0.03457 0.008172
Adjusted R-squared 0.007107 0.02855 0.07509 NA 0.0126 0.1167 0.003595 −0.08138 0.02972 −0.01982 0.005262
F-statistic 10.15 9.626 52.27 NA 4.915 1.578 1.449 0.793 11.27 0.6356 2.808
p-value (F-statistic) 3.267e-14 3.314e-13 < 2.2e-16 NA 4.801e-06 0.178 0.172 0.6178 8.397e-16 0.7468 0.004226
Interactionmodel <- glm(PHENO ~ Protective/disease-modifying variant * APOESTATUS (ε3/ε3) +SEX + AGE + PC1 + PC2 + PC3 + PC4 + PC5, data = data, family = binomial)
19q13.31: rs10423769, chr19:43100929:G>A
Ancestry EUR AFR AMR EAS SAS MDE AJ FIN AAC CAS CAH
P −1.891e-01 1.515e-01 −4.637e-02 NA NA NA −0.2460774 NA 0.0276379 NA −6.915e-02
Std. Error 3.283e-01 1.026e-01 2.072e-01 NA NA NA 0.3012184 NA 0.0948777 NA 1.294e-01
z value −0.576 1.476 −0.224 NA NA NA −0.817 NA 0.291 NA −0.535
p-value 0.5647 0.139875 0.822920 NA NA NA 0.413963 NA 0.77082 NA 0.593
APOE :rs449647, Chr19:44905307: A>T
Ancestry EUR AFR AMR EAS SAS MDE AJ FIN AAC CAS CAH
P 3.175e-01 −1.109e-01 1.077e-01 0.32804 0.14264 9.32091 0.1583801 −1.113e+01 −0.0482250 0.237946 −3.086e-03
Std. Error 4.275e-02 7.697e-02 6.468e-02 1.21693 0.18349 1470.20000 0.1127026 1.886e+05 0.0665037 0.473634 6.682e-02
z value 7.426 −1.441 1.665 0.270 0.777 0.006 1.405 0.000 −0.725 0.502 −0.046
p-value 1.12e-13 0.149703 0.095932 0.787494 0.436955 0.9949 0.159935 1.000 0.46836 0.615398 0.963
TOMM40 :rs11556505, Chr19:44892887: C>T
Ancestry EUR AFR AMR EAS SAS MDE AJ FIN AAC CAS CAH
P −3.407e-01 −1.131e-01 −3.658e-01 −8.11183 −0.1715 4.27063 −0.3470659 −1.898e+02 −0.0667558 −7.288818 −2.756e-01
Std. Error 6.200e-02 1.187e-01 1.209e-01 986.15329 0.2004 1199.77469 0.1815237 1.617e+05 0.0960520 807.636366 1.044e-01
z value −5.495 −0.953 −3.026 −0.008 −0.856 0.004 −1.912 −0.001 −0.695 −0.009 −2.639
p-value 3.92e-08 0.34073 0.002482 0.99344 0.392163 0.9972 0.05588 0.999 0.48706 0.992799 0.00831
AOCT:rs13116075 , Chr4:139008878: A>G
Ancestry EUR AFR AMR EAS SAS MDE AJ FIN AAC CAS CAH
P 0.013728 4.872e-01 −4.247e-02 NA −0.27401 1.38743 0.0965789 −3033.5 −0.1944697 4.893e-01 3.525e-02
Std. Error 0.041199 2.252e-01 9.446e-02 NA 0.21894 1.33996 0.1279155 435634.5 0.1258033 1.749e+03 9.380e-02
z value 0.333 2.164 −0.450 NA −1.252 1.035 0.755 −0.007 −1.546 0.000 0.376
p-value 0.7390 0.030476 0.653013 NA 0.210747 0.3005 0.45024 0.994 0.122147 0.999777 0.707
CASS4 :rs6024870 , Chr20:56422512: G>A
Ancestry EUR AFR AMR EAS SAS MDE AJ FIN AAC CAS CAH
P 8.275e-02 1.323e-01 −6.875e-03 NA 0.47141 8.55974 0.0218776 NA −0.0635796 8.357e+00 1.233e-01
Std. Error 5.391e-02 1.266e-01 1.032e-01 NA 0.60405 1309.66064 0.1280412 NA 0.1009443 7.479e+02 9.777e-02
z value 1.535 1.045 −0.067 NA 0.780 0.007 0.171 NA −0.630 0.011 1.261
p-value 0.1248 0.296074 0.946866 NA 0.435140 0.9948 0.864331 NA 0.52879 0.991085 0.207
LRRC37A: rs2732703, Chr17:46275856: T>G
Ancestry EUR AFR AMR EAS SAS MDE AJ FIN AAC CAS CAH
P 2.905e-02 2.406e-01 −2.053e-01 NA 0.1459 −0.35985 0.0223262 NA 0.0386594 −0.418667 −1.656e-02
Std. Error 4.379e-02 2.542e-01 8.825e-02 NA 0.3104 1.29242 0.1328074 NA 0.1275317 0.865756 9.532e-02
z value 0.663 0.946 −2.327 NA 0.470 −0.278 0.168 NA 0.303 −0.484 −0.174
p-value 0.5071 0.34390 0.019977 NA 0.638221 0.7807 0.86650 NA 0.7618 0.628680 0.862

ASP, Alzheimer’s Disease Sequencing Project; EUR, European; AFR, African; AMR, American Admixed; AAC,African Admixed; AJ, Ashkenazi Jewish; CAS, Central Asian; EAS, Eastern Asian; SAS, South Asian; MDE, Middle Eastern; FIN, Finnish; CAH, Complex Admixture History; NA, Not available