Table 2.
Cross-trait meta-analysis results between educational attainment and neuropsychiatric traits (PCPASSOC < 3.8 × 10−9 and Psingle-trait < 1 × 10−5).
| Trait | Index SNP | POS | EA | NEA | Trait 1 | Trait 2 | P CPASSOC | Genes | ||
|---|---|---|---|---|---|---|---|---|---|---|
| BETA | P | BETA | P | |||||||
| ADHD | rs673253 | chr1p34.2 | T | C | 0.015 | 8.28E-10 | −0.092 | 1.53E-11 | 1.17E-14 | [KDM4A, PTPRF] |
| rs3791101 | chr1p34.1 | A | G | 0.012 | 7.14E-06 | −0.097 | 5.3E-11 | 7.98E-11 | [MIR6079, ST3GAL3] | |
| rs549845 | chr1p34.2 | A | G | 0.015 | 5.78E-08 | −0.093 | 1.38E-10 | 1.832E-10 | [KDM4A, PTPRF, ST3GAL3] | |
| rs62260755 | chr3p21.31 | C | G | 0.021 | 3.37E-12 | −0.080 | 6.74E-07 | 1.026E-12 | [CAMKV, TRAIP, CDHR4, MST1R, UBA7] | |
| rs304137 | chr5q14.3 | A | G | −0.016 | 1.78E-10 | 0.064 | 1.79E-06 | 3.228E-16 | [MEF2C] | |
| rs12653396 | chr5q14.3 | A | T | −0.013 | 2.14E-07 | 0.073 | 1.13E-07 | 3.725E-11 | [LINC00461] | |
| rs4839923 | chr6q16.1 | A | G | −0.013 | 1.1E-07 | 0.065 | 1.9E-06 | 4.286E-11 | [MIR2113] | |
| AN | rs13093385 | chr3p21.31 | A | T | −0.028 | 3.43E-22 | −0.071 | 1E-06 | 4.377E-25 | [APEH, BSN, MST1, RNF123] |
| rs13096760 | chr3p21.31 | T | C | 0.015 | 5.18E-09 | 0.065 | 1.45E-06 | 2.463E-17 | [APEH, BSN, MST1, RNF123] | |
| rs9821797 | chr3p21.31 | A | T | 0.02 | 2.4E-07 | −0.157 | 6.99E-15 | 7.55E-15 | [IP6K2, NCKIPSD, MIR4793] | |
| rs73073015 | chr3p21.31 | A | G | 0.023 | 9.32E-08 | −0.173 | 3.24E-13 | 3.887E-13 | [DAG1, NICN1, AMT, RHOA, GPX1] | |
| rs9832454 | chr3p21.31 | T | C | 0.023 | 2.27E-07 | −0.125 | 1.68E-07 | 1.428E-11 | [GNAI2, GNAT1, MIR566, SEMA3F, RBM5, RBM6] |
|
| rs6967776 | chr7q33 | A | G | −0.016 | 1.54E-07 | −0.075 | 9.43E-06 | 7.207E-10 | [EXOC4] | |
| rs705696 | chr12q13.2 | A | G | 0.018 | 2.5E-11 | −0.064 | 7.67E-06 | 9.125E-12 | [ERBB3] | |
| ASD | rs9320913 | chr6q16.1 | A | C | 0.024 | 2.05E-21 | 0.067 | 1.51E-06 | 1.196E-36 | [MIR2113] |
| rs1106761 | chr8q24.3 | A | G | −0.017 | 4.08E-11 | −0.065 | 7.16E-06 | 1.514E-09 | [MROH5] | |
| rs62057121 | chr17q21.31 | A | G | −0.018 | 2.8E-08 | 0.078 | 5.94E-06 | 1.066E-11 | [CRHR1, KANSL1-AS1, MAPT, MAPT-AS1, SPPL2C, STH] |
|
| AUD | rs2101975 | chr4q24 | A | G | 0.013 | 2.75E-07 | −0.006 | 5.5E-06 | 1.655E-14 | [TET2, PPA2] |
| rs1338549 | chr6q16.1 | T | G | 0.021 | 8.26E-17 | −0.005 | 6.73E-06 | 1.4E-30 | [MIR2113] | |
| rs13266268 | chr8q24.3 | T | C | −0.017 | 4.1E-11 | −0.006 | 3.95E-06 | 6.634E-12 | [MROH5] | |
| rs113925422 | chr17q21.31 | A | T | −0.018 | 1.02E-07 | −0.008 | 2.6E-08 | 3.904E-14 | [MAPT, MAPT-AS1, SPPL2C, STH] | |
| rs538628 | chr17q21.31 | C | G | −0.018 | 2.16E-08 | −0.008 | 3.27E-08 | 4.408E-14 | [NSF, WNT3] | |
| rs1879581 | chr17q21.31 | T | C | 0.016 | 2.1E-06 | −0.007 | 5.16E-06 | 5.599E-11 | [PLEKHM1] | |
| BIP | rs12754946 | chr1p31.1 | T | C | 0.012 | 1.77E-06 | 0.066 | 2.39E-06 | 1.19E-10 | [AK5] |
| rs9320913 | chr6q16.1 | A | C | 0.024 | 2.05E-21 | 0.070 | 1.27E-07 | 5.566E-37 | [MIR2113] | |
| rs10429537 | chr9p21.3 | C | G | −0.025 | 1.02E-21 | −0.067 | 1.21E-06 | 6.978E-19 | [ELAVL2] | |
| CUD | rs12122664 | chr1p22.2 | A | C | 0.013 | 6.22E-07 | −0.083 | 1.92E-06 | 2.768E-09 | [BARHL2] |
| rs11711407 | chr3p21.31 | A | G | −0.020 | 3.73E-15 | 0.077 | 6.41E-06 | 2.34E-23 | [GNAT1, SEMA3F, SLC38A3] | |
| rs35926495 | chr3p21.31 | T | C | −0.017 | 1.31E-11 | 0.088 | 2.73E-07 | 1.608E-12 | [GNAT1, GNAI2, LSMEM2, MIR566, NAT6, SEMA3B, SLC38A3] |
|
| rs9467773 | chr6p22.2 | A | G | 0.012 | 3E-06 | −0.074 | 9.13E-06 | 1.868E-11 | [BTN1A1, HCG11] | |
| rs7783012 | chr7q31.1 | A | G | −0.013 | 4.69E-07 | 0.101 | 1.84E-09 | 4.17E-12 | [FOXP2] | |
| MDD | rs7531118 | chr1p31.1 | T | C | −0.012 | 1.84E-06 | −0.045 | 2.15E-08 | 4.392E-10 | [RPL31P12] |
| rs76025409 | chr5q21.2 | C | G | −0.012 | 5.14E-06 | 0.057 | 2.32E-11 | 5.972E-11 | [RP11-6 N13.1] | |
| PTSD | rs71351952 | chr20q13.13 | T | C | 0.013 | 9.6E-06 | 0.078 | 4.94E-06 | 1.772E-09 | [ARFGEF2, CSE1L, LOC102723483, STAU1] |
| TS | rs9401593 | chr6q16.1 | A | C | −0.024 | 1.71E-21 | 0.128 | 7.87E-07 | 4.122E-35 | [MIR2113] |
| rs12154193 | chr6q16.1 | C | G | −0.017 | 1.38E-11 | 0.116 | 9.62E-06 | 3.961E-18 | [MIR2113] | |
| rs1619561 | chr12q24.31 | C | G | −0.023 | 1.44E-14 | 0.144 | 5.06E-06 | 6.059E-15 | [MPHOSPH9] | |
EA, Effect allele; NEA, non-effect allele; Trait 1 refers to the EA trait; Trait 2 refers to the corresponding neuropsychiatric traits. PCPASSOC means the cross-trait meta-analysis p value. EA, educational attainment.; ADHD, Attention deficit/hyperactivity disorder; AN, Anorexia nervosa; ASD, Autism spectrum disorders; AUD, Alcohol use disorders; BIP, Bipolar disorder; CUD, Cannabis use disorder; MDD, Major depressive disorder; PTSD, Posttraumatic stress disorder; TS, Tourette’s syndrome.