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| Cell type | Gene ID | Gene name | Gene biotype | Disorder and behavior | Disorder and behavior (abbr) | EffectSize_SMR | Pval_SMR | Pval_HEIDI_SMR | FDR_SMR | EffectSize_WR | Pval_WR | Q_Pval_WR | Pval_egger_intercept_WR | FDR_WR | EffectSize_PMREgger | Pval_PMREgger | FDR_PMREgger | EffectSize_GSMR | Pval_GSMR | FDR_GSMR |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Pericytes | ENSG00000105877 | DNAH11 | protein_coding | Alzheimer's disease | AD | - | - | - | - | 0.009 | 8.95E-03 | - | - | 2.54E-02 | 0.069 | 2.77e-10 | 1.6e-09 | - | - | - |
| Excitatory neurons | ENSG00000113318 | MSH3 | protein_coding | Alzheimer's disease | AD | 0.007 | 2.38E-01 | 2.62E-01 | 3.31E-01 | 0.014 | 6.63E-04 | 2.79E-01 | 3.57E-01 | 4.21E-03 | 0.006 | 4.1e-05 | 0.000155 | 0.017 | 6.78E-07 | 1.24E-05 |
| Oligodendrocytes | ENSG00000120253 | NUP43 | protein_coding | Alzheimer's disease | AD | -0.011 | 3.13E-02 | 5.37E-01 | 8.25E-02 | -0.011 | 2.18E-02 | - | - | 4.78E-02 | -0.004 | 0.416 | 0.816 | -0.011 | 1.97E-02 | 4.98E-02 |
| Oligodendrocytes | ENSG00000137845 | ADAM10 | protein_coding | Alzheimer's disease | AD | 0.025 | 2.76E-05 | 2.67E-01 | 1.48E-03 | 0.028 | 3.27E-09 | 2.40E-01 | - | 1.92E-07 | 0.012 | 0.000547 | 0.00189 | 0.020 | 2.07E-05 | 2.83E-04 |
| Excitatory neurons | ENSG00000143469 | SYT14 | protein_coding | Alzheimer's disease | AD | -0.027 | 3.73E-02 | 4.17E-01 | 8.53E-02 | -0.023 | 1.40E-03 | 5.13E-01 | 5.56E-01 | 7.06E-03 | -0.005 | 0.000787 | 0.00268 | -0.018 | 5.82E-02 | 1.02E-01 |
| Excitatory neurons | ENSG00000163596 | ICA1L | protein_coding | Alzheimer's disease | AD | 0.026 | 2.51E-04 | 9.20E-01 | 7.35E-03 | 0.026 | 4.94E-12 | 9.93E-01 | 9.33E-01 | 4.70E-10 | 0.002 | 0.835 | 1.0 | 0.025 | 1.14E-03 | 7.86E-03 |
| Astrocytes | ENSG00000168952 | STXBP6 | protein_coding | Alzheimer's disease | AD | 0.007 | 4.11E-02 | 6.47E-01 | 9.06E-02 | 0.007 | 2.58E-03 | 8.01E-01 | - | 1.06E-02 | 0.006 | 0.00965 | 0.0287 | 0.008 | 4.69E-05 | 5.94E-04 |
| Excitatory neurons | ENSG00000169220 | RGS14 | protein_coding | Alzheimer's disease | AD | 0.019 | 1.29E-02 | 9.14E-01 | 5.05E-02 | 0.019 | 6.74E-03 | - | - | 2.13E-02 | 0.007 | 0.256 | 0.564 | 0.016 | 1.07E-02 | 3.44E-02 |
| Oligodendrocytes | ENSG00000169826 | CSGALNACT2 | protein_coding | Alzheimer's disease | AD | -0.012 | 1.32E-03 | 8.87E-01 | 1.84E-02 | -0.012 | 4.35E-04 | - | - | 3.16E-03 | -0.002 | 0.84 | 1.0 | -0.012 | 1.49E-03 | 9.45E-03 |
| OPCs | ENSG00000169826 | CSGALNACT2 | protein_coding | Alzheimer's disease | AD | - | - | - | - | -0.015 | 4.64E-04 | - | - | 3.32E-03 | -0.001 | 0.953 | 1.0 | -0.015 | 2.39E-03 | 1.30E-02 |
| Inhibitory neurons | ENSG00000187624 | C17orf97 | protein_coding | Alzheimer's disease | AD | 0.011 | 9.26E-03 | 8.17E-02 | 4.14E-02 | 0.011 | 5.64E-03 | - | - | 1.87E-02 | 0.01 | 0.415 | 0.816 | 0.009 | 2.47E-04 | 2.57E-03 |
| Excitatory neurons | ENSG00000187624 | C17orf97 | protein_coding | Alzheimer's disease | AD | 0.010 | 7.72E-03 | 7.60E-02 | 3.81E-02 | 0.010 | 5.64E-03 | - | - | 1.87E-02 | 0.011 | 0.0685 | 0.178 | 0.010 | 3.10E-06 | 4.96E-05 |
| Oligodendrocytes | ENSG00000203710 | CR1 | protein_coding | Alzheimer's disease | AD | - | - | - | - | 0.025 | 2.56E-17 | - | - | 3.25E-15 | 0.021 | 0.000265 | 0.00093 | 0.018 | 6.67E-08 | 1.42E-06 |
| Excitatory neurons | ENSG00000235109 | ZSCAN31 | protein_coding | Alzheimer's disease | AD | 0.013 | 5.00E-02 | 1.42E-01 | 1.03E-01 | 0.021 | 3.05E-07 | 4.26E-01 | 4.78E-01 | 7.38E-06 | 0.002 | 0.656 | 1.0 | 0.017 | 1.21E-101 | 4.63E-99 |
| Inhibitory neurons | ENSG00000171044 | XKR6 | protein_coding | Attention-deficit/hyperactivity disorder | ADHD | 0.190 | 1.76E-02 | 7.30E-02 | 5.93E-02 | 0.125 | 2.02E-02 | 2.45E-01 | - | 4.50E-02 | 0.015 | 0.00126 | 0.00416 | 0.085 | 1.47E-01 | 2.08E-01 |
| Microglia | ENSG00000234719 | RP11-166B2.1 | protein_coding | Attention-deficit/hyperactivity disorder | ADHD | 0.057 | 1.86E-02 | 6.56E-01 | 6.09E-02 | 0.057 | 1.27E-02 | - | - | 3.22E-02 | 0.019 | 0.494 | 0.924 | 0.055 | 1.99E-02 | 4.98E-02 |
| Inhibitory neurons | ENSG00000092108 | SCFD1 | protein_coding | Amyotrophic lateral sclerosis | ALS | - | - | - | - | -0.187 | 3.83E-07 | - | - | 8.83E-06 | -0.397 | 1.22e-48 | 3.12e-47 | -0.204 | 6.71E-05 | 8.22E-04 |
| Excitatory neurons | ENSG00000092108 | SCFD1 | protein_coding | Amyotrophic lateral sclerosis | ALS | - | - | - | - | -0.191 | 3.32E-07 | - | - | 7.91E-06 | -0.549 | 1.11e-155 | 1.24e-153 | -0.121 | 8.11E-04 | 6.36E-03 |
| Oligodendrocytes | ENSG00000065621 | GSTO2 | protein_coding | Anxiety disorder | ANX | 0.126 | 8.83E-03 | 7.32E-01 | 4.00E-02 | 0.128 | 4.46E-03 | - | - | 1.57E-02 | 0.007 | 0.631 | 1.0 | 0.092 | 1.22E-02 | 3.73E-02 |
| Excitatory neurons | ENSG00000065621 | GSTO2 | protein_coding | Anxiety disorder | ANX | 0.116 | 4.71E-03 | 7.57E-01 | 2.97E-02 | 0.116 | 2.24E-03 | - | - | 9.63E-03 | 0.004 | 0.807 | 1.0 | 0.087 | 1.15E-02 | 3.64E-02 |
| Astrocytes | ENSG00000111728 | ST8SIA1 | protein_coding | Anxiety disorder | ANX | 0.111 | 9.60E-03 | 6.89E-01 | 4.23E-02 | 0.111 | 5.63E-03 | - | - | 1.87E-02 | 0.005 | 0.802 | 1.0 | 0.099 | 1.18E-02 | 3.65E-02 |
| Excitatory neurons | ENSG00000112530 | PACRG | protein_coding | Anxiety disorder | ANX | - | - | - | - | -0.095 | 1.79E-02 | - | - | 4.10E-02 | -0.06 | 2.03e-05 | 7.9e-05 | -0.101 | 4.15E-03 | 1.90E-02 |
| Excitatory neurons | ENSG00000132612 | VPS4A | protein_coding | Anxiety disorder | ANX | 0.401 | 7.59E-03 | 1.97E-01 | 3.79E-02 | 0.401 | 2.42E-03 | - | - | 1.01E-02 | 0.027 | 0.337 | 0.696 | 0.279 | 1.83E-02 | 4.81E-02 |
| Oligodendrocytes | ENSG00000136824 | SMC2 | protein_coding | Anxiety disorder | ANX | - | - | - | - | 0.192 | 3.62E-04 | - | - | 2.71E-03 | 0.175 | 8.05e-13 | 5.27e-12 | 0.200 | 1.46E-03 | 9.37E-03 |
| Inhibitory neurons | ENSG00000136824 | SMC2 | protein_coding | Anxiety disorder | ANX | - | - | - | - | 0.162 | 5.02E-04 | - | - | 3.49E-03 | 0.16 | 3.9e-15 | 2.94e-14 | 0.134 | 4.70E-03 | 2.00E-02 |
| Inhibitory neurons | ENSG00000137764 | MAP2K5 | protein_coding | Anxiety disorder | ANX | - | - | - | - | 0.155 | 1.84E-03 | - | - | 8.45E-03 | 0.095 | 0.000143 | 0.000516 | 0.142 | 5.11E-03 | 2.12E-02 |
| Excitatory neurons | ENSG00000183346 | C10orf107 | protein_coding | Anxiety disorder | ANX | -0.042 | 2.07E-02 | 5.17E-01 | 6.51E-02 | -0.046 | 9.51E-03 | - | - | 2.64E-02 | -0.007 | 0.466 | 0.882 | -0.042 | 1.86E-02 | 4.86E-02 |
| Oligodendrocytes | ENSG00000183346 | C10orf107 | protein_coding | Anxiety disorder | ANX | -0.051 | 2.36E-02 | 8.28E-01 | 7.02E-02 | -0.056 | 9.51E-03 | - | - | 2.64E-02 | -0.01 | 0.367 | 0.743 | -0.055 | 1.19E-02 | 3.65E-02 |
| Microglia | ENSG00000186470 | BTN3A2 | protein_coding | Anxiety disorder | ANX | 0.117 | 8.10E-04 | 7.41E-01 | 1.53E-02 | 0.118 | 6.58E-05 | - | - | 7.06E-04 | 0.002 | 0.931 | 1.0 | 0.097 | 3.44E-03 | 1.67E-02 |
| Excitatory neurons | ENSG00000085788 | DDHD2 | protein_coding | Autism spectrum disorder | ASD | - | - | - | - | 0.150 | 2.02E-02 | - | - | 4.50E-02 | 0.258 | 1.4e-09 | 7.84e-09 | - | - | - |
| Microglia | ENSG00000154889 | MPPE1 | protein_coding | Autism spectrum disorder | ASD | - | - | - | - | -0.120 | 1.15E-03 | - | - | 6.24E-03 | -0.228 | 2.6e-14 | 1.84e-13 | - | - | - |
| Astrocytes | ENSG00000154889 | MPPE1 | protein_coding | Autism spectrum disorder | ASD | - | - | - | - | -0.082 | 1.15E-03 | - | - | 6.24E-03 | -0.158 | 4.47e-11 | 2.65e-10 | - | - | - |
| Inhibitory neurons | ENSG00000154889 | MPPE1 | protein_coding | Autism spectrum disorder | ASD | - | - | - | - | -0.101 | 1.15E-03 | - | - | 6.24E-03 | -0.18 | 1.25e-16 | 1.04e-15 | -0.105 | 1.49E-03 | 9.45E-03 |
| Excitatory neurons | ENSG00000164048 | ZNF589 | protein_coding | Autism spectrum disorder | ASD | - | - | - | - | -0.113 | 1.69E-04 | 3.24E-01 | - | 1.50E-03 | -0.14 | 1.1499999999999999e-23 | 1.34e-22 | -0.089 | 1.73E-02 | 4.65E-02 |
| Inhibitory neurons | ENSG00000171044 | XKR6 | protein_coding | Autism spectrum disorder | ASD | -0.216 | 5.24E-03 | 7.85E-01 | 3.18E-02 | -0.239 | 1.30E-07 | 6.52E-01 | - | 3.81E-06 | -0.035 | 1.21e-11 | 7.48e-11 | -0.231 | 8.06E-04 | 6.36E-03 |
| OPCs | ENSG00000184206 | GOLGA6L4 | protein_coding | Autism spectrum disorder | ASD | - | - | - | - | 0.087 | 3.01E-04 | 9.20E-01 | - | 2.38E-03 | 0.308 | 7.28e-21 | 7.7e-20 | 0.080 | 2.12E-02 | 5.14E-02 |
| Microglia | ENSG00000185829 | ARL17A | protein_coding | Autism spectrum disorder | ASD | 0.049 | 4.81E-02 | 7.03E-01 | 1.01E-01 | 0.045 | 9.03E-03 | 7.92E-01 | - | 2.56E-02 | 0.146 | 1.71e-05 | 6.72e-05 | 0.046 | 6.07E-02 | 1.05E-01 |
| Oligodendrocytes | ENSG00000185829 | ARL17A | protein_coding | Autism spectrum disorder | ASD | - | - | - | - | 0.037 | 8.92E-03 | 8.27E-01 | - | 2.54E-02 | 0.15 | 1.01e-05 | 4.1e-05 | - | - | - |
| Astrocytes | ENSG00000185829 | ARL17A | protein_coding | Autism spectrum disorder | ASD | - | - | - | - | 0.038 | 9.31E-03 | 7.26E-01 | - | 2.62E-02 | 0.179 | 3.36e-08 | 1.68e-07 | - | - | - |
| Oligodendrocytes | ENSG00000224848 | RP11-535M15.1 | lincRNA | Autism spectrum disorder | ASD | - | - | - | - | 0.056 | 2.14E-03 | - | - | 9.35E-03 | 0.174 | 8.62e-29 | 1.14e-27 | 0.061 | 1.65E-03 | 1.00E-02 |
| Astrocytes | ENSG00000224848 | RP11-535M15.1 | lincRNA | Autism spectrum disorder | ASD | - | - | - | - | 0.092 | 2.14E-03 | - | - | 9.35E-03 | 0.218 | 1.89e-26 | 2.39e-25 | 0.093 | 3.16E-03 | 1.57E-02 |
| Microglia | ENSG00000224848 | RP11-535M15.1 | lincRNA | Autism spectrum disorder | ASD | - | - | - | - | 0.079 | 2.14E-03 | - | - | 9.35E-03 | 0.301 | 1.61e-18 | 1.51e-17 | 0.087 | 2.84E-03 | 1.47E-02 |
| Excitatory neurons | ENSG00000085788 | DDHD2 | protein_coding | Automobile speeding propensity | ASP | - | - | - | - | 0.036 | 5.09E-04 | - | - | 3.51E-03 | 0.115 | 2.03e-16 | 1.67e-15 | - | - | - |
| OPCs | ENSG00000117335 | CD46 | protein_coding | Automobile speeding propensity | ASP | - | - | - | - | -0.022 | 6.37E-07 | - | - | 1.37E-05 | -0.14 | 7e-48 | 1.73e-46 | -0.022 | 2.71E-05 | 3.63E-04 |
| Oligodendrocytes | ENSG00000117335 | CD46 | protein_coding | Automobile speeding propensity | ASP | - | - | - | - | 0.019 | 8.77E-05 | - | - | 8.79E-04 | 0.122 | 4.96e-58 | 1.5200000000000001e-56 | 0.018 | 1.06E-03 | 7.55E-03 |
| Excitatory neurons | ENSG00000161542 | PRPSAP1 | protein_coding | Automobile speeding propensity | ASP | 0.011 | 1.05E-01 | 3.49E-01 | 1.71E-01 | 0.015 | 2.28E-02 | - | - | 4.94E-02 | 0.056 | 1.1e-05 | 4.42e-05 | 0.013 | 3.96E-02 | 7.81E-02 |
| Inhibitory neurons | ENSG00000171044 | XKR6 | protein_coding | Automobile speeding propensity | ASP | 0.050 | 2.77E-04 | 3.41E-01 | 7.76E-03 | 0.042 | 2.39E-08 | 2.97E-01 | - | 9.58E-07 | 0.013 | 1.43e-13 | 9.79e-13 | 0.040 | 5.01E-04 | 4.40E-03 |
| Astrocytes | ENSG00000173226 | IQCB1 | protein_coding | Automobile speeding propensity | ASP | - | - | - | - | -0.013 | 1.59E-03 | - | - | 7.49E-03 | -0.027 | 1.36e-07 | 6.45e-07 | -0.009 | 6.78E-02 | 1.14E-01 |
| Oligodendrocytes | ENSG00000215915 | ATAD3C | protein_coding | Automobile speeding propensity | ASP | - | - | - | - | 0.011 | 2.00E-02 | - | - | 4.45E-02 | 0.072 | 1.27e-26 | 1.63e-25 | 0.010 | 3.31E-02 | 7.01E-02 |
| Astrocytes | ENSG00000251372 | LINC00499 | lincRNA | Automobile speeding propensity | ASP | - | - | - | - | 0.008 | 1.41E-03 | - | - | 7.08E-03 | 0.01 | 0.0651 | 0.17 | 0.008 | 5.16E-03 | 2.12E-02 |
| Excitatory neurons | ENSG00000159063 | ALG8 | protein_coding | Alcohol use disorder | AUD | - | - | - | - | 0.059 | 1.30E-02 | - | - | 3.28E-02 | 0.017 | 0.000183 | 0.000651 | - | - | - |
| Excitatory neurons | ENSG00000168661 | ZNF30 | protein_coding | Alcohol use disorder | AUD | - | - | - | - | -0.048 | 6.94E-04 | - | - | 4.35E-03 | -0.157 | 2.87e-12 | 1.83e-11 | - | - | - |
| Excitatory neurons | ENSG00000029639 | TFB1M | protein_coding | Bipolar disorder | BIP | - | - | - | - | -0.122 | 3.05E-04 | - | - | 2.39E-03 | -0.103 | 1.38e-18 | 1.32e-17 | - | - | - |
| OPCs | ENSG00000037474 | NSUN2 | protein_coding | Bipolar disorder | BIP | -0.037 | 1.52E-03 | 1.03E-01 | 1.92E-02 | -0.037 | 8.50E-04 | - | - | 5.08E-03 | -0.002 | 0.608 | 1.0 | -0.033 | 3.60E-03 | 1.73E-02 |
| Oligodendrocytes | ENSG00000083807 | SLC27A5 | protein_coding | Bipolar disorder | BIP | 0.087 | 3.32E-03 | 4.80E-01 | 2.65E-02 | 0.087 | 8.05E-04 | - | - | 4.94E-03 | 0.004 | 0.603 | 1.0 | 0.072 | 6.72E-03 | 2.57E-02 |
| Inhibitory neurons | ENSG00000108384 | RAD51C | protein_coding | Bipolar disorder | BIP | 0.041 | 8.43E-02 | 2.21E-01 | 1.45E-01 | 0.055 | 4.81E-05 | 5.25E-01 | 4.60E-01 | 5.39E-04 | 0.009 | 0.263 | 0.578 | 0.052 | 1.97E-02 | 4.98E-02 |
| Excitatory neurons | ENSG00000113318 | MSH3 | protein_coding | Bipolar disorder | BIP | - | - | - | - | -0.085 | 1.61E-07 | 6.50E-01 | 6.91E-01 | 4.39E-06 | -0.006 | 0.00014 | 0.000507 | -0.070 | 1.53E-03 | 9.62E-03 |
| Oligodendrocytes | ENSG00000114200 | BCHE | protein_coding | Bipolar disorder | BIP | - | - | - | - | 0.034 | 5.14E-03 | - | - | 1.75E-02 | 0.042 | 2.98e-10 | 1.72e-09 | 0.030 | 8.55E-03 | 2.95E-02 |
| Excitatory neurons | ENSG00000118997 | DNAH7 | protein_coding | Bipolar disorder | BIP | - | - | - | - | -0.055 | 1.75E-02 | - | - | 4.05E-02 | -0.101 | 1.3399999999999999e-25 | 1.62e-24 | -0.054 | 2.32E-02 | 5.41E-02 |
| Excitatory neurons | ENSG00000132612 | VPS4A | protein_coding | Bipolar disorder | BIP | -0.211 | 2.41E-03 | 4.84E-01 | 2.26E-02 | -0.211 | 3.20E-04 | - | - | 2.47E-03 | -0.003 | 0.828 | 1.0 | -0.173 | 4.34E-03 | 1.93E-02 |
| Excitatory neurons | ENSG00000137312 | FLOT1 | protein_coding | Bipolar disorder | BIP | 0.388 | 1.54E-05 | 4.71E-01 | 9.90E-04 | 0.395 | 3.05E-19 | 9.34E-01 | - | 4.65E-17 | 0.015 | 0.0016 | 0.00525 | 0.204 | 1.82E-05 | 2.55E-04 |
| Excitatory neurons | ENSG00000142549 | IGLON5 | protein_coding | Bipolar disorder | BIP | - | - | - | - | -0.084 | 1.21E-03 | - | - | 6.40E-03 | -0.006 | 0.118 | 0.285 | -0.078 | 2.89E-104 | 1.66E-101 |
| Excitatory neurons | ENSG00000151348 | EXT2 | protein_coding | Bipolar disorder | BIP | - | - | - | - | -0.121 | 7.38E-03 | - | - | 2.25E-02 | -0.033 | 0.00187 | 0.00608 | -0.115 | 1.26E-02 | 3.80E-02 |
| Inhibitory neurons | ENSG00000153291 | SLC25A27 | protein_coding | Bipolar disorder | BIP | 0.097 | 4.07E-03 | 3.60E-01 | 2.73E-02 | 0.097 | 9.40E-04 | - | - | 5.38E-03 | 0.009 | 3.97e-06 | 1.68e-05 | - | - | - |
| Excitatory neurons | ENSG00000153291 | SLC25A27 | protein_coding | Bipolar disorder | BIP | 0.079 | 2.32E-03 | 7.18E-01 | 2.26E-02 | 0.079 | 9.40E-04 | - | - | 5.38E-03 | 0.008 | 1.36e-06 | 6.01e-06 | 0.054 | 5.82E-03 | 2.32E-02 |
| Excitatory neurons | ENSG00000156110 | ADK | protein_coding | Bipolar disorder | BIP | 0.180 | 3.26E-04 | 1.27E-01 | 8.39E-03 | 0.169 | 3.18E-08 | 7.16E-01 | - | 1.21E-06 | 0.007 | 0.387 | 0.775 | 0.143 | 2.58E-03 | 1.35E-02 |
| Excitatory neurons | ENSG00000159063 | ALG8 | protein_coding | Bipolar disorder | BIP | - | - | - | - | -0.116 | 4.94E-04 | - | - | 3.45E-03 | -0.008 | 7.85e-07 | 3.55e-06 | - | - | - |
| Oligodendrocytes | ENSG00000164306 | PRIMPOL | protein_coding | Bipolar disorder | BIP | - | - | - | - | -0.080 | 6.01E-03 | - | - | 1.95E-02 | -0.089 | 1.22e-09 | 6.88e-09 | - | - | - |
| Excitatory neurons | ENSG00000169609 | C15orf40 | protein_coding | Bipolar disorder | BIP | -0.130 | 4.82E-05 | 4.63E-01 | 1.94E-03 | -0.125 | 5.69E-11 | 6.47E-01 | - | 4.33E-09 | -0.004 | 0.736 | 1.0 | -0.110 | 4.18E-04 | 3.91E-03 |
| OPCs | ENSG00000170802 | FOXN2 | protein_coding | Bipolar disorder | BIP | 0.040 | 9.44E-03 | 8.34E-01 | 4.19E-02 | 0.039 | 2.46E-04 | 9.17E-01 | - | 2.03E-03 | 0.006 | 0.301 | 0.639 | 0.032 | 1.82E-02 | 4.80E-02 |
| Microglia | ENSG00000170802 | FOXN2 | protein_coding | Bipolar disorder | BIP | 0.055 | 1.09E-02 | 7.73E-01 | 4.56E-02 | 0.052 | 1.86E-04 | 8.35E-01 | - | 1.61E-03 | 0.011 | 0.105 | 0.258 | 0.054 | 4.21E-03 | 1.90E-02 |
| Excitatory neurons | ENSG00000171806 | METTL18 | protein_coding | Bipolar disorder | BIP | -0.080 | 2.86E-02 | 9.63E-01 | 7.83E-02 | -0.083 | 9.28E-04 | 8.96E-01 | - | 5.36E-03 | -0.001 | 0.906 | 1.0 | -0.079 | 2.00E-02 | 4.98E-02 |
| Inhibitory neurons | ENSG00000183060 | LYSMD4 | protein_coding | Bipolar disorder | BIP | - | - | - | - | -0.041 | 2.14E-02 | - | - | 4.71E-02 | -0.057 | 5.14e-08 | 2.52e-07 | -0.043 | 1.41E-02 | 4.06E-02 |
| Microglia | ENSG00000186470 | BTN3A2 | protein_coding | Bipolar disorder | BIP | -0.125 | 1.08E-05 | 4.91E-01 | 7.71E-04 | -0.124 | 8.27E-10 | - | - | 5.72E-08 | -0.012 | 0.422 | 0.826 | -0.111 | 5.58E-05 | 6.98E-04 |
| Excitatory neurons | ENSG00000188352 | FOCAD | protein_coding | Bipolar disorder | BIP | 0.115 | 4.06E-03 | 8.80E-01 | 2.73E-02 | 0.123 | 6.24E-04 | - | - | 4.08E-03 | 0.006 | 0.353 | 0.719 | 0.100 | 4.39E-03 | 1.93E-02 |
| Excitatory neurons | ENSG00000188690 | UROS | protein_coding | Bipolar disorder | BIP | -0.107 | 4.32E-03 | 7.21E-01 | 2.84E-02 | -0.107 | 2.27E-03 | - | - | 9.65E-03 | -0.006 | 0.000284 | 0.000995 | -0.101 | 1.89E-03 | 1.07E-02 |
| Excitatory neurons | ENSG00000197124 | ZNF682 | protein_coding | Bipolar disorder | BIP | - | - | - | - | -0.045 | 9.56E-03 | - | - | 2.65E-02 | -0.064 | 3e-33 | 4.5e-32 | -0.039 | 2.24E-02 | 5.28E-02 |
| Oligodendrocytes | ENSG00000241231 | RP11-275H4.1 | lincRNA | Bipolar disorder | BIP | -0.043 | 3.32E-02 | 6.62E-02 | 8.38E-02 | -0.042 | 3.80E-03 | 9.13E-01 | - | 1.42E-02 | -0.005 | 0.0125 | 0.0366 | -0.037 | 3.83E-02 | 7.69E-02 |
| Excitatory neurons | ENSG00000198734 | F5 | protein_coding | Childhood intelligence | CI | - | - | - | - | -0.078 | 8.22E-03 | - | - | 2.40E-02 | -0.003 | 0.961 | 1.0 | -0.079 | 1.18E-02 | 3.65E-02 |
| Oligodendrocytes | ENSG00000039068 | CDH1 | protein_coding | Drinks per week | DPW | - | - | - | - | -0.011 | 1.36E-02 | 6.30E-01 | - | 3.39E-02 | -0.026 | 0.000706 | 0.00242 | -0.012 | 5.13E-02 | 9.32E-02 |
| Oligodendrocytes | ENSG00000078487 | ZCWPW1 | protein_coding | Drinks per week | DPW | -0.015 | 2.24E-03 | 7.44E-01 | 2.26E-02 | -0.014 | 1.57E-03 | - | - | 7.45E-03 | -0.003 | 0.791 | 1.0 | -0.014 | 3.02E-03 | 1.52E-02 |
| Oligodendrocytes | ENSG00000103245 | NARFL | protein_coding | Drinks per week | DPW | 0.014 | 6.14E-03 | 9.61E-01 | 3.38E-02 | - | - | - | - | - | 0.002 | 0.815 | 1.0 | 0.013 | 8.40E-03 | 2.93E-02 |
| Excitatory neurons | ENSG00000103245 | NARFL | protein_coding | Drinks per week | DPW | 0.011 | 4.84E-03 | 4.02E-01 | 3.02E-02 | 0.007 | 1.12E-01 | - | - | 1.67E-01 | 0.003 | 0.517 | 0.952 | 0.010 | 1.31E-02 | 3.89E-02 |
| Inhibitory neurons | ENSG00000103245 | NARFL | protein_coding | Drinks per week | DPW | 0.013 | 6.97E-03 | 8.10E-01 | 3.65E-02 | 0.013 | 2.57E-03 | - | - | 1.06E-02 | 0.002 | 0.832 | 1.0 | 0.013 | 9.18E-03 | 3.11E-02 |
| Oligodendrocytes | ENSG00000104447 | TRPS1 | protein_coding | Drinks per week | DPW | - | - | - | - | -0.013 | 1.01E-03 | - | - | 5.70E-03 | -0.001 | 0.904 | 1.0 | -0.013 | 2.47E-03 | 1.33E-02 |
| Oligodendrocytes | ENSG00000118640 | VAMP8 | protein_coding | Drinks per week | DPW | 0.012 | 8.60E-03 | 9.31E-01 | 3.99E-02 | 0.012 | 4.68E-03 | - | - | 1.63E-02 | 0.002 | 0.813 | 1.0 | 0.011 | 1.27E-02 | 3.81E-02 |
| OPCs | ENSG00000121716 | PILRB | protein_coding | Drinks per week | DPW | -0.009 | 3.22E-03 | 3.79E-01 | 2.65E-02 | -0.009 | 1.57E-03 | - | - | 7.45E-03 | -0.001 | 0.938 | 1.0 | -0.009 | 2.18E-03 | 1.21E-02 |
| Microglia | ENSG00000121716 | PILRB | protein_coding | Drinks per week | DPW | -0.009 | 3.86E-03 | 2.68E-01 | 2.73E-02 | -0.009 | 2.43E-03 | - | - | 1.01E-02 | -0.003 | 0.612 | 1.0 | -0.009 | 1.90E-03 | 1.07E-02 |
| Excitatory neurons | ENSG00000135951 | TSGA10 | protein_coding | Drinks per week | DPW | -0.021 | 3.00E-03 | 7.20E-01 | 2.57E-02 | -0.021 | 1.02E-03 | - | - | 5.70E-03 | -0.001 | 0.927 | 1.0 | -0.019 | 5.38E-03 | 2.18E-02 |
| Excitatory neurons | ENSG00000154479 | CCDC173 | protein_coding | Drinks per week | DPW | - | - | - | - | 0.011 | 2.53E-03 | - | - | 1.04E-02 | 0.003 | 0.709 | 1.0 | 0.011 | 2.49E-03 | 1.33E-02 |
| Excitatory neurons | ENSG00000159256 | MORC3 | protein_coding | Drinks per week | DPW | - | - | - | - | -0.012 | 8.24E-03 | - | - | 2.40E-02 | -0.076 | 6.32e-12 | 3.99e-11 | -0.012 | 1.63E-02 | 4.50E-02 |
| Inhibitory neurons | ENSG00000162461 | SLC25A34 | protein_coding | Drinks per week | DPW | 0.012 | 8.21E-03 | 6.78E-01 | 3.89E-02 | 0.012 | 4.01E-03 | - | - | 1.47E-02 | 0.007 | 0.549 | 0.991 | 0.011 | 6.58E-03 | 2.53E-02 |
| Excitatory neurons | ENSG00000162461 | SLC25A34 | protein_coding | Drinks per week | DPW | 0.012 | 5.90E-03 | 4.68E-01 | 3.33E-02 | 0.012 | 4.01E-03 | - | - | 1.47E-02 | 0.014 | 0.014 | 0.041 | 0.013 | 7.87E-04 | 6.33E-03 |
| Excitatory neurons | ENSG00000163749 | CCDC158 | protein_coding | Drinks per week | DPW | 0.009 | 2.40E-02 | 3.32E-01 | 7.02E-02 | 0.009 | 1.58E-02 | - | - | 3.79E-02 | 0.008 | 5.13e-06 | 2.13e-05 | 0.012 | 4.39E-03 | 1.93E-02 |
| Excitatory neurons | ENSG00000167720 | SRR | protein_coding | Drinks per week | DPW | 0.017 | 1.79E-03 | 8.39E-01 | 2.10E-02 | 0.017 | 5.32E-04 | - | - | 3.60E-03 | 0.006 | 0.349 | 0.713 | 0.015 | 1.69E-03 | 1.02E-02 |
| Astrocytes | ENSG00000186868 | MAPT | protein_coding | Drinks per week | DPW | - | - | - | - | -0.039 | 3.22E-87 | 9.33E-01 | 4.25E-01 | 4.91E-84 | -0.172 | 2.52e-278 | 6.0400000000000006e-276 | -0.026 | 2.81E-11 | 9.00E-10 |
| Oligodendrocytes | ENSG00000005700 | IBTK | protein_coding | Educational attainment | EA | - | - | - | - | -0.014 | 2.30E-02 | - | - | 4.95E-02 | -0.036 | 0.00302 | 0.00962 | - | - | - |
| Oligodendrocytes | ENSG00000035115 | SH3YL1 | protein_coding | Educational attainment | EA | - | - | - | - | 0.010 | 9.79E-03 | - | - | 2.69E-02 | 0.025 | 5.99e-11 | 3.55e-10 | - | - | - |
| OPCs | ENSG00000065621 | GSTO2 | protein_coding | Educational attainment | EA | - | - | - | - | -0.009 | 1.28E-03 | - | - | 6.57E-03 | -0.097 | 4.2999999999999997e-38 | 7.940000000000001e-37 | -0.010 | 2.90E-03 | 1.48E-02 |
| Oligodendrocytes | ENSG00000078487 | ZCWPW1 | protein_coding | Educational attainment | EA | 0.025 | 1.88E-06 | 1.77E-01 | 2.01E-04 | 0.022 | 1.05E-07 | - | - | 3.19E-06 | 0.114 | 2.2999999999999998e-48 | 5.770000000000001e-47 | 0.022 | 1.05E-05 | 1.52E-04 |
| Inhibitory neurons | ENSG00000085514 | PILRA | protein_coding | Educational attainment | EA | - | - | - | - | -0.029 | 2.13E-08 | - | - | 9.28E-07 | -0.117 | 6.09e-44 | 1.38e-42 | - | - | - |
| Astrocytes | ENSG00000104760 | FGL1 | protein_coding | Educational attainment | EA | - | - | - | - | -0.014 | 1.88E-04 | - | - | 1.62E-03 | -0.166 | 7.04e-125 | 5.38e-123 | -0.014 | 5.55E-04 | 4.72E-03 |
| Excitatory neurons | ENSG00000110328 | GALNT18 | protein_coding | Educational attainment | EA | 0.036 | 7.47E-06 | 1.91E-01 | 6.01E-04 | 0.036 | 2.33E-08 | - | - | 9.58E-07 | 0.054 | 3.11e-32 | 4.43e-31 | 0.034 | 1.84E-05 | 2.55E-04 |
| Oligodendrocytes | ENSG00000115355 | CCDC88A | protein_coding | Educational attainment | EA | - | - | - | - | 0.026 | 5.56E-07 | - | - | 1.21E-05 | 0.095 | 1.36e-61 | 4.56e-60 | 0.025 | 3.51E-05 | 4.59E-04 |
| Endothelial cells | ENSG00000120071 | KANSL1 | protein_coding | Educational attainment | EA | - | - | - | - | -0.019 | 1.42E-30 | 1.30E-01 | 1.52E-01 | 3.08E-28 | -0.201 | 1.46e-247 | 2.4600000000000002e-245 | -0.015 | 3.82E-07 | 7.33E-06 |
| Endothelial cells | ENSG00000121716 | PILRB | protein_coding | Educational attainment | EA | - | - | - | - | 0.020 | 7.18E-10 | - | - | 5.21E-08 | 0.114 | 3.2500000000000004e-43 | 7.01e-42 | - | - | - |
| OPCs | ENSG00000121716 | PILRB | protein_coding | Educational attainment | EA | - | - | - | - | 0.014 | 1.05E-07 | - | - | 3.19E-06 | 0.044 | 9.96e-10 | 5.62e-09 | 0.010 | 2.66E-04 | 2.68E-03 |
| Inhibitory neurons | ENSG00000127947 | PTPN12 | protein_coding | Educational attainment | EA | - | - | - | - | 0.010 | 8.17E-06 | 9.92E-01 | - | 1.18E-04 | 0.073 | 1.79e-43 | 3.9699999999999996e-42 | 0.008 | 5.78E-03 | 2.31E-02 |
| Inhibitory neurons | ENSG00000137074 | APTX | protein_coding | Educational attainment | EA | - | - | - | - | 0.013 | 1.29E-04 | - | - | 1.18E-03 | 0.091 | 2.62e-17 | 2.33e-16 | - | - | - |
| Excitatory neurons | ENSG00000137074 | APTX | protein_coding | Educational attainment | EA | - | - | - | - | -0.012 | 3.08E-04 | - | - | 2.41E-03 | -0.025 | 9.12e-77 | 3.41e-75 | -0.011 | 9.48E-04 | 7.04E-03 |
| Oligodendrocytes | ENSG00000137601 | NEK1 | protein_coding | Educational attainment | EA | - | - | - | - | 0.013 | 1.56E-03 | - | - | 7.45E-03 | 0.034 | 4.18e-08 | 2.07e-07 | 0.012 | 4.57E-03 | 1.97E-02 |
| Excitatory neurons | ENSG00000137601 | NEK1 | protein_coding | Educational attainment | EA | - | - | - | - | 0.022 | 1.56E-03 | - | - | 7.45E-03 | 0.044 | 5.91e-08 | 2.88e-07 | 0.019 | 9.75E-03 | 3.24E-02 |
| Astrocytes | ENSG00000138399 | FASTKD1 | protein_coding | Educational attainment | EA | - | - | - | - | 0.022 | 1.52E-03 | - | - | 7.36E-03 | 0.089 | 1.26e-22 | 1.38e-21 | 0.023 | 3.91E-03 | 1.82E-02 |
| Excitatory neurons | ENSG00000138400 | MDH1B | protein_coding | Educational attainment | EA | - | - | - | - | 0.008 | 6.73E-03 | - | - | 2.13E-02 | 0.088 | 1.31e-39 | 2.6299999999999997e-38 | 0.009 | 3.37E-03 | 1.66E-02 |
| Excitatory neurons | ENSG00000146834 | MEPCE | protein_coding | Educational attainment | EA | - | - | - | - | 0.035 | 2.13E-08 | - | - | 9.28E-07 | 0.093 | 3.01e-44 | 7.030000000000001e-43 | - | - | - |
| Astrocytes | ENSG00000148690 | FRA10AC1 | protein_coding | Educational attainment | EA | - | - | - | - | -0.011 | 1.18E-03 | - | - | 6.32E-03 | -0.118 | 2.85e-78 | 1.09e-76 | -0.009 | 7.75E-03 | 2.79E-02 |
| Oligodendrocytes | ENSG00000159202 | UBE2Z | protein_coding | Educational attainment | EA | - | - | - | - | -0.027 | 1.88E-08 | - | - | 9.28E-07 | -0.193 | 2.84e-258 | 5.2999999999999997e-256 | -0.024 | 3.57E-06 | 5.56E-05 |
| Oligodendrocytes | ENSG00000162620 | LRRIQ3 | protein_coding | Educational attainment | EA | - | - | - | - | -0.024 | 3.01E-13 | - | - | 3.05E-11 | -0.146 | 4.34e-118 | 2.92e-116 | -0.026 | 8.53E-78 | 1.64E-75 |
| Inhibitory neurons | ENSG00000171759 | PAH | protein_coding | Educational attainment | EA | -0.008 | 8.02E-03 | 3.12E-01 | 3.83E-02 | -0.008 | 5.27E-03 | - | - | 1.78E-02 | -0.05 | 1.14e-15 | 8.89e-15 | - | - | - |
| Excitatory neurons | ENSG00000175115 | PACS1 | protein_coding | Educational attainment | EA | - | - | - | - | -0.038 | 6.99E-06 | - | - | 1.04E-04 | -0.108 | 7.7e-31 | 1.0700000000000001e-29 | - | - | - |
| Oligodendrocytes | ENSG00000179241 | LDLRAD3 | protein_coding | Educational attainment | EA | - | - | - | - | -0.010 | 6.64E-04 | 4.19E-01 | - | 4.21E-03 | -0.005 | 0.0156 | 0.0455 | -0.007 | 1.81E-02 | 4.80E-02 |
| Oligodendrocytes | ENSG00000183166 | CALN1 | protein_coding | Educational attainment | EA | - | - | - | - | -0.013 | 1.29E-05 | - | - | 1.75E-04 | -0.074 | 1.65e-19 | 1.62e-18 | -0.013 | 1.71E-04 | 1.85E-03 |
| OPCs | ENSG00000189350 | FAM179A | protein_coding | Educational attainment | EA | - | - | - | - | -0.007 | 1.20E-02 | - | - | 3.08E-02 | -0.024 | 1.48e-05 | 5.84e-05 | - | - | - |
| Excitatory neurons | ENSG00000196653 | ZNF502 | protein_coding | Educational attainment | EA | - | - | - | - | 0.013 | 8.02E-08 | 5.24E-01 | - | 2.66E-06 | 0.02 | 4e-06 | 1.69e-05 | 0.001 | 4.91E-01 | 5.67E-01 |
| Microglia | ENSG00000234719 | RP11-166B2.1 | protein_coding | Educational attainment | EA | - | - | - | - | 0.011 | 1.55E-04 | - | - | 1.41E-03 | 0.053 | 1.39e-15 | 1.07e-14 | 0.012 | 4.93E-04 | 4.37E-03 |
| Oligodendrocytes | ENSG00000079819 | EPB41L2 | protein_coding | Epilepsy | EPI | 0.076 | 4.17E-03 | 2.32E-01 | 2.77E-02 | 0.076 | 1.28E-03 | - | - | 6.57E-03 | 0.017 | 0.696 | 1.0 | 0.059 | 1.10E-02 | 3.52E-02 |
| Oligodendrocytes | ENSG00000084636 | COL16A1 | protein_coding | Epilepsy | EPI | - | - | - | - | 0.032 | 1.10E-02 | - | - | 2.90E-02 | 0.083 | 0.000171 | 0.00061 | 0.030 | 1.99E-02 | 4.98E-02 |
| Oligodendrocytes | ENSG00000162415 | ZSWIM5 | protein_coding | Epilepsy | EPI | - | - | - | - | -0.059 | 2.79E-04 | - | - | 2.25E-03 | -0.342 | 3.82e-15 | 2.89e-14 | - | - | - |
| Inhibitory neurons | ENSG00000171044 | XKR6 | protein_coding | Epilepsy | EPI | - | - | - | - | 0.066 | 2.17E-03 | 8.74E-01 | - | 9.42E-03 | 0.02 | 0.000285 | 0.000999 | - | - | - |
| Excitatory neurons | ENSG00000261064 | RP11-1000B6.3 | lincRNA | Epilepsy | EPI | - | - | - | - | -0.069 | 2.26E-02 | - | - | 4.91E-02 | -0.201 | 2.38e-06 | 1.03e-05 | - | - | - |
| Excitatory neurons | ENSG00000085788 | DDHD2 | protein_coding | General risk tolerance | GRT | - | - | - | - | 0.036 | 1.85E-04 | - | - | 1.61E-03 | 0.082 | 5.49e-20 | 5.46e-19 | - | - | - |
| Oligodendrocytes | ENSG00000114200 | BCHE | protein_coding | General risk tolerance | GRT | - | - | - | - | -0.009 | 1.57E-03 | - | - | 7.46E-03 | -0.025 | 8.72e-16 | 6.88e-15 | -0.007 | 9.61E-03 | 3.21E-02 |
| Excitatory neurons | ENSG00000151348 | EXT2 | protein_coding | General risk tolerance | GRT | - | - | - | - | 0.027 | 7.00E-03 | - | - | 2.18E-02 | 0.031 | 7.13e-15 | 5.32e-14 | 0.016 | 9.12E-02 | 1.45E-01 |
| Inhibitory neurons | ENSG00000171044 | XKR6 | protein_coding | General risk tolerance | GRT | 0.050 | 1.59E-04 | 5.21E-01 | 5.33E-03 | 0.044 | 5.43E-11 | 4.30E-01 | - | 4.33E-09 | 0.009 | 1.38e-16 | 1.14e-15 | 0.042 | 1.27E-04 | 1.46E-03 |
| Excitatory neurons | ENSG00000187688 | TRPV2 | protein_coding | General risk tolerance | GRT | - | - | - | - | 0.007 | 1.37E-02 | - | - | 3.40E-02 | 0.026 | 4.44e-15 | 3.33e-14 | 0.006 | 3.57E-02 | 7.33E-02 |
| Excitatory neurons | ENSG00000187987 | ZSCAN23 | protein_coding | General risk tolerance | GRT | - | - | - | - | -0.031 | 1.82E-04 | - | - | 1.61E-03 | -0.058 | 5.71e-17 | 5e-16 | -0.034 | 7.49E-15 | 3.45E-13 |
| Astrocytes | ENSG00000235109 | ZSCAN31 | protein_coding | General risk tolerance | GRT | - | - | - | - | 0.022 | 1.42E-09 | 5.63E-01 | - | 8.63E-08 | 0.125 | 4.43e-106 | 2.4799999999999998e-104 | 0.021 | 2.29E-04 | 2.42E-03 |
| Excitatory neurons | ENSG00000065457 | ADAT1 | protein_coding | Intracerebral hemorrhage | ICH | - | - | - | - | 0.289 | 1.17E-02 | - | - | 3.03E-02 | 0.789 | 2.5600000000000002e-26 | 3.22e-25 | 0.310 | 6.62E-03 | 2.54E-02 |
| Excitatory neurons | ENSG00000170037 | CNTROB | protein_coding | Intracerebral hemorrhage | ICH | - | - | - | - | 0.423 | 1.68E-02 | - | - | 3.98E-02 | 0.716 | 8.56e-05 | 0.000316 | - | - | - |
| Oligodendrocytes | ENSG00000224848 | RP11-535M15.1 | lincRNA | Intracerebral hemorrhage | ICH | - | - | - | - | 0.175 | 1.01E-02 | - | - | 2.70E-02 | 0.422 | 4.6900000000000004e-21 | 4.99e-20 | 0.157 | 2.22E-02 | 5.24E-02 |
| Excitatory neurons | ENSG00000224848 | RP11-535M15.1 | lincRNA | Intracerebral hemorrhage | ICH | - | - | - | - | 0.249 | 1.01E-02 | - | - | 2.70E-02 | 0.407 | 8.52e-17 | 7.27e-16 | 0.212 | 2.75E-02 | 6.08E-02 |
| Microglia | ENSG00000224848 | RP11-535M15.1 | lincRNA | Intracerebral hemorrhage | ICH | - | - | - | - | 0.248 | 1.01E-02 | - | - | 2.70E-02 | 0.908 | 3.02e-11 | 1.83e-10 | 0.230 | 2.21E-02 | 5.24E-02 |
| Astrocytes | ENSG00000224848 | RP11-535M15.1 | lincRNA | Intracerebral hemorrhage | ICH | - | - | - | - | 0.288 | 1.01E-02 | - | - | 2.70E-02 | 0.667 | 2.74e-20 | 2.77e-19 | 0.251 | 2.20E-02 | 5.24E-02 |
| Inhibitory neurons | ENSG00000224848 | RP11-535M15.1 | lincRNA | Intracerebral hemorrhage | ICH | - | - | - | - | 0.201 | 1.01E-02 | - | - | 2.70E-02 | 0.635 | 1.39e-20 | 1.43e-19 | 0.190 | 2.28E-02 | 5.33E-02 |
| Oligodendrocytes | ENSG00000023608 | SNAPC1 | protein_coding | Insomnia | INS | -0.023 | 1.08E-02 | 8.89E-01 | 4.56E-02 | -0.023 | 6.11E-03 | - | - | 1.98E-02 | -0.002 | 0.898 | 1.0 | -0.023 | 9.39E-03 | 3.16E-02 |
| Oligodendrocytes | ENSG00000100364 | KIAA0930 | protein_coding | Insomnia | INS | - | - | - | - | 0.022 | 1.44E-02 | - | - | 3.54E-02 | 0.018 | 0.162 | 0.38 | 0.024 | 7.15E-03 | 2.64E-02 |
| Oligodendrocytes | ENSG00000110080 | ST3GAL4 | protein_coding | Insomnia | INS | -0.034 | 2.42E-02 | 8.63E-01 | 7.02E-02 | -0.034 | 1.47E-02 | - | - | 3.59E-02 | -0.014 | 0.00118 | 0.00394 | -0.033 | 1.35E-02 | 3.93E-02 |
| Excitatory neurons | ENSG00000110274 | CEP164 | protein_coding | Insomnia | INS | 0.065 | 2.97E-03 | 4.82E-01 | 2.57E-02 | 0.065 | 1.09E-03 | - | - | 6.09E-03 | 0.003 | 0.871 | 1.0 | 0.057 | 7.16E-03 | 2.64E-02 |
| OPCs | ENSG00000112530 | PACRG | protein_coding | Insomnia | INS | -0.024 | 3.31E-03 | 6.70E-01 | 2.65E-02 | -0.024 | 2.04E-03 | - | - | 9.11E-03 | -0.007 | 0.488 | 0.918 | -0.020 | 5.87E-03 | 2.32E-02 |
| Excitatory neurons | ENSG00000112530 | PACRG | protein_coding | Insomnia | INS | -0.042 | 4.66E-03 | 4.86E-01 | 2.97E-02 | -0.040 | 5.45E-03 | - | - | 1.83E-02 | -0.001 | 0.913 | 1.0 | -0.030 | 1.45E-02 | 4.14E-02 |
| Excitatory neurons | ENSG00000118849 | RARRES1 | protein_coding | Insomnia | INS | -0.095 | 1.46E-04 | 8.95E-01 | 5.23E-03 | - | - | - | - | - | -0.002 | 0.942 | 1.0 | -0.092 | 1.56E-04 | 1.71E-03 |
| Inhibitory neurons | ENSG00000135862 | LAMC1 | protein_coding | Insomnia | INS | - | - | - | - | 0.032 | 1.94E-02 | - | - | 4.37E-02 | 0.012 | 1.72e-06 | 7.51e-06 | 0.033 | 2.12E-02 | 5.14E-02 |
| Excitatory neurons | ENSG00000135898 | GPR55 | protein_coding | Insomnia | INS | 0.025 | 2.23E-02 | 3.37E-01 | 6.75E-02 | 0.025 | 1.76E-02 | - | - | 4.06E-02 | 0.008 | 0.581 | 1.0 | 0.023 | 2.01E-02 | 4.99E-02 |
| Inhibitory neurons | ENSG00000137764 | MAP2K5 | protein_coding | Insomnia | INS | 0.047 | 1.24E-03 | 9.36E-01 | 1.81E-02 | 0.047 | 2.90E-04 | - | - | 2.31E-03 | 0.013 | 0.456 | 0.872 | 0.049 | 5.11E-04 | 4.42E-03 |
| Oligodendrocytes | ENSG00000137764 | MAP2K5 | protein_coding | Insomnia | INS | 0.045 | 5.46E-04 | 7.57E-01 | 1.17E-02 | 0.045 | 1.94E-06 | 9.67E-01 | - | 3.47E-05 | 0.015 | 0.0846 | 0.214 | 0.038 | 1.18E-03 | 8.03E-03 |
| OPCs | ENSG00000137764 | MAP2K5 | protein_coding | Insomnia | INS | 0.028 | 2.09E-02 | 1.57E-01 | 6.52E-02 | 0.040 | 4.71E-08 | 3.89E-01 | 4.16E-01 | 1.71E-06 | 0.008 | 0.388 | 0.775 | 0.029 | 3.73E-03 | 1.77E-02 |
| Microglia | ENSG00000137764 | MAP2K5 | protein_coding | Insomnia | INS | 0.042 | 1.35E-03 | 9.59E-01 | 1.84E-02 | 0.042 | 3.81E-07 | 9.75E-01 | - | 8.83E-06 | 0.015 | 0.0945 | 0.236 | 0.036 | 4.90E-04 | 4.37E-03 |
| Excitatory neurons | ENSG00000153291 | SLC25A27 | protein_coding | Insomnia | INS | -0.033 | 1.74E-02 | 9.67E-02 | 5.91E-02 | -0.033 | 1.25E-02 | - | - | 3.18E-02 | -0.009 | 0.00408 | 0.0126 | -0.011 | 2.91E-01 | 3.64E-01 |
| Inhibitory neurons | ENSG00000153291 | SLC25A27 | protein_coding | Insomnia | INS | -0.040 | 2.18E-02 | 2.93E-01 | 6.69E-02 | -0.040 | 1.25E-02 | - | - | 3.18E-02 | -0.013 | 0.00063 | 0.00216 | - | - | - |
| Excitatory neurons | ENSG00000156253 | RWDD2B | protein_coding | Insomnia | INS | 0.046 | 1.15E-03 | 4.73E-01 | 1.81E-02 | 0.044 | 6.51E-04 | - | - | 4.18E-03 | 0.004 | 0.797 | 1.0 | 0.030 | 1.97E-02 | 4.98E-02 |
| Microglia | ENSG00000163576 | EFHB | protein_coding | Insomnia | INS | 0.023 | 1.91E-02 | 6.11E-01 | 6.23E-02 | 0.023 | 1.33E-02 | - | - | 3.33E-02 | 0.013 | 2.97e-05 | 0.000115 | 0.024 | 1.31E-02 | 3.88E-02 |
| Excitatory neurons | ENSG00000163596 | ICA1L | protein_coding | Insomnia | INS | 0.059 | 5.88E-04 | 9.93E-02 | 1.18E-02 | 0.055 | 1.24E-09 | 9.22E-01 | 7.70E-01 | 8.22E-08 | 0.003 | 0.88 | 1.0 | 0.044 | 1.09E-02 | 3.49E-02 |
| Excitatory neurons | ENSG00000165379 | LRFN5 | protein_coding | Insomnia | INS | -0.140 | 4.21E-04 | 8.47E-01 | 1.00E-02 | -0.140 | 2.79E-05 | - | - | 3.29E-04 | -0.001 | 0.966 | 1.0 | -0.140 | 4.10E-04 | 3.87E-03 |
| Excitatory neurons | ENSG00000182534 | MXRA7 | protein_coding | Insomnia | INS | 0.058 | 5.06E-03 | 5.26E-01 | 3.14E-02 | 0.062 | 1.06E-02 | - | - | 2.83E-02 | 0.005 | 0.769 | 1.0 | 0.057 | 5.04E-03 | 2.10E-02 |
| Excitatory neurons | ENSG00000187772 | LIN28B | protein_coding | Insomnia | INS | - | - | - | - | -0.058 | 4.71E-07 | - | - | 1.05E-05 | -0.001 | 0.93 | 1.0 | -0.061 | 4.06E-05 | 5.19E-04 |
| Astrocytes | ENSG00000188130 | MAPK12 | protein_coding | Insomnia | INS | 0.039 | 1.45E-02 | 7.38E-01 | 5.38E-02 | 0.039 | 7.98E-03 | - | - | 2.38E-02 | 0.0 | 0.999 | 1.0 | 0.040 | 6.86E-03 | 2.57E-02 |
| Excitatory neurons | ENSG00000188130 | MAPK12 | protein_coding | Insomnia | INS | 0.055 | 5.37E-03 | 4.09E-01 | 3.20E-02 | 0.052 | 4.13E-03 | - | - | 1.50E-02 | 0.005 | 0.846 | 1.0 | 0.051 | 9.37E-03 | 3.16E-02 |
| Oligodendrocytes | ENSG00000066855 | MTFR1 | protein_coding | Intelligence | INT | - | - | - | - | 0.016 | 1.07E-02 | 2.73E-01 | - | 2.84E-02 | 0.041 | 4.96e-17 | 4.37e-16 | 0.017 | 4.84E-03 | 2.04E-02 |
| OPCs | ENSG00000106868 | SUSD1 | protein_coding | Intelligence | INT | 0.020 | 7.76E-03 | 9.45E-01 | 3.81E-02 | 0.020 | 3.31E-03 | - | - | 1.28E-02 | 0.109 | 4.23e-11 | 2.52e-10 | 0.021 | 7.44E-03 | 2.71E-02 |
| Oligodendrocytes | ENSG00000114200 | BCHE | protein_coding | Intelligence | INT | - | - | - | - | -0.009 | 1.03E-02 | - | - | 2.76E-02 | -0.026 | 1.5e-05 | 5.9e-05 | -0.007 | 5.54E-02 | 9.86E-02 |
| Excitatory neurons | ENSG00000120820 | GLT8D2 | protein_coding | Intelligence | INT | - | - | - | - | 0.021 | 1.01E-03 | - | - | 5.69E-03 | 0.128 | 1.23e-12 | 8e-12 | 0.021 | 4.05E-03 | 1.86E-02 |
| Inhibitory neurons | ENSG00000122971 | ACADS | protein_coding | Intelligence | INT | - | - | - | - | 0.015 | 5.47E-03 | - | - | 1.83E-02 | 0.082 | 8.2e-15 | 6.1e-14 | - | - | - |
| Oligodendrocytes | ENSG00000143469 | SYT14 | protein_coding | Intelligence | INT | - | - | - | - | -0.008 | 2.71E-03 | 9.90E-01 | - | 1.10E-02 | -0.015 | 3.02e-05 | 0.000116 | -0.006 | 8.56E-02 | 1.39E-01 |
| Astrocytes | ENSG00000146648 | EGFR | protein_coding | Intelligence | INT | - | - | - | - | -0.033 | 2.73E-03 | - | - | 1.10E-02 | -0.107 | 3.63e-10 | 2.07e-09 | - | - | - |
| Oligodendrocytes | ENSG00000153113 | CAST | protein_coding | Intelligence | INT | - | - | - | - | -0.012 | 3.20E-03 | 8.55E-01 | - | 1.25E-02 | -0.129 | 5.11e-27 | 6.660000000000001e-26 | -0.011 | 1.76E-02 | 4.71E-02 |
| Oligodendrocytes | ENSG00000156931 | VPS8 | protein_coding | Intelligence | INT | - | - | - | - | 0.032 | 2.23E-03 | - | - | 9.59E-03 | 0.102 | 9.25e-12 | 5.76e-11 | - | - | - |
| Inhibitory neurons | ENSG00000171759 | PAH | protein_coding | Intelligence | INT | - | - | - | - | 0.013 | 4.21E-03 | - | - | 1.50E-02 | 0.063 | 8.51e-15 | 6.3e-14 | - | - | - |
| Astrocytes | ENSG00000177409 | SAMD9L | protein_coding | Intelligence | INT | - | - | - | - | -0.016 | 1.59E-02 | - | - | 3.82E-02 | -0.119 | 1.54e-18 | 1.46e-17 | -0.014 | 4.49E-02 | 8.48E-02 |
| Excitatory neurons | ENSG00000183778 | B3GALT5 | protein_coding | Intelligence | INT | - | - | - | - | 0.025 | 1.12E-02 | - | - | 2.93E-02 | 0.04 | 0.00101 | 0.00341 | - | - | - |
| Excitatory neurons | ENSG00000187987 | ZSCAN23 | protein_coding | Intelligence | INT | - | - | - | - | 0.026 | 1.89E-02 | - | - | 4.28E-02 | 0.061 | 5.85e-06 | 2.41e-05 | 0.029 | 3.97E-08 | 8.79E-07 |
| Excitatory neurons | ENSG00000085788 | DDHD2 | protein_coding | Ischemic stroke | IS | - | - | - | - | -0.109 | 1.98E-02 | - | - | 4.43E-02 | -0.076 | 3.11e-09 | 1.69e-08 | - | - | - |
| Excitatory neurons | ENSG00000113643 | RARS | protein_coding | Ischemic stroke | IS | - | - | - | - | -0.138 | 8.05E-03 | - | - | 2.38E-02 | -0.073 | 4.77e-14 | 3.34e-13 | - | - | - |
| Excitatory neurons | ENSG00000132612 | VPS4A | protein_coding | Ischemic stroke | IS | - | - | - | - | -0.193 | 4.27E-03 | - | - | 1.52E-02 | -0.048 | 3.73e-06 | 1.58e-05 | -0.145 | 3.01E-02 | 6.54E-02 |
| Astrocytes | ENSG00000142599 | RERE | protein_coding | Ischemic stroke | IS | - | - | - | - | 0.090 | 5.44E-03 | - | - | 1.83E-02 | 0.054 | 8.52e-11 | 4.99e-10 | 0.083 | 1.35E-02 | 3.93E-02 |
| Oligodendrocytes | ENSG00000249484 | AC091969.1 | lincRNA | Ischemic stroke | IS | - | - | - | - | -0.052 | 4.16E-03 | - | - | 1.50E-02 | -0.059 | 7.88e-20 | 7.79e-19 | -0.048 | 4.75E-03 | 2.01E-02 |
| Astrocytes | ENSG00000251372 | LINC00499 | lincRNA | Ischemic stroke | IS | - | - | - | - | -0.036 | 3.73E-03 | - | - | 1.40E-02 | -0.005 | 0.158 | 0.372 | -0.034 | 6.78E-03 | 2.57E-02 |
| Inhibitory neurons | ENSG00000106392 | C1GALT1 | protein_coding | Major depressive disorder | MDD | - | - | - | - | 0.062 | 2.38E-03 | - | - | 1.01E-02 | 0.109 | 3e-20 | 3.02e-19 | - | - | - |
| Excitatory neurons | ENSG00000106392 | C1GALT1 | protein_coding | Major depressive disorder | MDD | - | - | - | - | -0.079 | 1.31E-03 | - | - | 6.66E-03 | -0.067 | 3.92e-20 | 3.92e-19 | -0.081 | 4.44E-03 | 1.94E-02 |
| Excitatory neurons | ENSG00000204536 | CCHCR1 | protein_coding | Major depressive disorder | MDD | - | - | - | - | 0.064 | 8.69E-04 | - | - | 5.13E-03 | 0.051 | 0.00112 | 0.00374 | - | - | - |
| Astrocytes | ENSG00000235109 | ZSCAN31 | protein_coding | Major depressive disorder | MDD | - | - | - | - | 0.078 | 1.01E-08 | 3.73E-01 | - | 5.30E-07 | 0.216 | 9.86e-148 | 1.04e-145 | 0.075 | 5.06E-04 | 4.41E-03 |
| Excitatory neurons | ENSG00000120675 | DNAJC15 | protein_coding | Multiple sclerosis | MS | - | - | - | - | 0.081 | 4.17E-03 | - | - | 1.50E-02 | 0.044 | 1.26e-06 | 5.61e-06 | 0.067 | 1.46E-02 | 4.14E-02 |
| OPCs | ENSG00000120675 | DNAJC15 | protein_coding | Multiple sclerosis | MS | - | - | - | - | 0.089 | 4.17E-03 | - | - | 1.50E-02 | 0.075 | 4.53e-06 | 1.88e-05 | - | - | - |
| Excitatory neurons | ENSG00000163596 | ICA1L | protein_coding | Multiple sclerosis | MS | -0.195 | 4.96E-04 | 8.90E-01 | 1.10E-02 | -0.194 | 2.81E-08 | 9.57E-01 | - | 1.10E-06 | -0.009 | 0.584 | 1.0 | -0.192 | 1.56E-03 | 9.64E-03 |
| Oligodendrocytes | ENSG00000021776 | AQR | protein_coding | Neuroticism | NEU | - | - | - | - | 0.020 | 1.15E-05 | - | - | 1.58E-04 | 0.155 | 1.58e-41 | 3.2299999999999997e-40 | 0.017 | 9.42E-04 | 7.04E-03 |
| Oligodendrocytes | ENSG00000104447 | TRPS1 | protein_coding | Neuroticism | NEU | - | - | - | - | 0.023 | 7.50E-07 | - | - | 1.56E-05 | 0.206 | 4.7500000000000003e-70 | 1.74e-68 | 0.021 | 1.54E-04 | 1.71E-03 |
| Excitatory neurons | ENSG00000106392 | C1GALT1 | protein_coding | Neuroticism | NEU | - | - | - | - | -0.025 | 5.36E-04 | - | - | 3.61E-03 | -0.086 | 1.2900000000000001e-26 | 1.64e-25 | -0.027 | 1.64E-03 | 1.00E-02 |
| Inhibitory neurons | ENSG00000106392 | C1GALT1 | protein_coding | Neuroticism | NEU | - | - | - | - | 0.021 | 4.87E-04 | - | - | 3.43E-03 | 0.136 | 3.23e-26 | 3.9899999999999997e-25 | - | - | - |
| Excitatory neurons | ENSG00000113643 | RARS | protein_coding | Neuroticism | NEU | - | - | - | - | -0.032 | 7.08E-03 | - | - | 2.20E-02 | -0.079 | 2e-12 | 1.28e-11 | - | - | - |
| Oligodendrocytes | ENSG00000114200 | BCHE | protein_coding | Neuroticism | NEU | - | - | - | - | 0.010 | 9.10E-04 | - | - | 5.29E-03 | 0.104 | 1.93e-58 | 6.24e-57 | 0.011 | 7.02E-04 | 5.81E-03 |
| Inhibitory neurons | ENSG00000137764 | MAP2K5 | protein_coding | Neuroticism | NEU | - | - | - | - | 0.022 | 2.10E-04 | - | - | 1.78E-03 | 0.132 | 2.1500000000000002e-32 | 3.12e-31 | 0.019 | 3.72E-03 | 1.77E-02 |
| Astrocytes | ENSG00000146648 | EGFR | protein_coding | Neuroticism | NEU | - | - | - | - | 0.037 | 8.25E-05 | - | - | 8.43E-04 | 0.107 | 1.04e-14 | 7.7e-14 | - | - | - |
| Excitatory neurons | ENSG00000149292 | TTC12 | protein_coding | Neuroticism | NEU | - | - | - | - | 0.014 | 8.39E-06 | - | - | 1.18E-04 | 0.049 | 1.84e-11 | 1.12e-10 | - | - | - |
| Oligodendrocytes | ENSG00000149292 | TTC12 | protein_coding | Neuroticism | NEU | - | - | - | - | 0.031 | 8.39E-06 | - | - | 1.18E-04 | 0.007 | 0.00376 | 0.0117 | - | - | - |
| Oligodendrocytes | ENSG00000163931 | TKT | protein_coding | Neuroticism | NEU | 0.029 | 3.70E-03 | 7.86E-01 | 2.73E-02 | 0.029 | 9.57E-04 | - | - | 5.46E-03 | 0.081 | 1.85e-17 | 1.65e-16 | 0.030 | 5.87E-03 | 2.32E-02 |
| Inhibitory neurons | ENSG00000167720 | SRR | protein_coding | Neuroticism | NEU | - | - | - | - | 0.014 | 1.50E-02 | - | - | 3.64E-02 | 0.09 | 4.76e-09 | 2.54e-08 | - | - | - |
| Excitatory neurons | ENSG00000167720 | SRR | protein_coding | Neuroticism | NEU | - | - | - | - | 0.014 | 1.50E-02 | - | - | 3.64E-02 | 0.057 | 1.36e-14 | 9.95e-14 | 0.009 | 9.91E-02 | 1.53E-01 |
| Inhibitory neurons | ENSG00000171044 | XKR6 | protein_coding | Neuroticism | NEU | - | - | - | - | -0.035 | 2.63E-06 | 4.56E-01 | - | 4.56E-05 | -0.011 | 2.49e-08 | 1.25e-07 | - | - | - |
| Excitatory neurons | ENSG00000172059 | KLF11 | protein_coding | Neuroticism | NEU | - | - | - | - | -0.028 | 9.75E-09 | - | - | 5.30E-07 | -0.147 | 2.77e-44 | 6.560000000000001e-43 | - | - | - |
| Astrocytes | ENSG00000185829 | ARL17A | protein_coding | Neuroticism | NEU | 0.006 | 9.28E-02 | 9.34E-01 | 1.56E-01 | 0.006 | 1.74E-02 | 9.92E-01 | - | 4.05E-02 | 0.043 | 0.00112 | 0.00374 | 0.006 | 1.01E-01 | 1.56E-01 |
| Microglia | ENSG00000185829 | ARL17A | protein_coding | Neuroticism | NEU | 0.007 | 1.13E-01 | 8.76E-01 | 1.81E-01 | 0.007 | 1.74E-02 | 9.45E-01 | - | 4.05E-02 | 0.042 | 0.000493 | 0.0017 | 0.007 | 1.03E-01 | 1.58E-01 |
| Excitatory neurons | ENSG00000085788 | DDHD2 | protein_coding | Obsessive-compulsive disorder | OCD | - | - | - | - | 0.481 | 2.91E-03 | - | - | 1.15E-02 | 0.589 | 1.88e-10 | 1.09e-09 | - | - | - |
| Excitatory neurons | ENSG00000161542 | PRPSAP1 | protein_coding | Obsessive-compulsive disorder | OCD | 0.327 | 3.36E-03 | 7.32E-01 | 2.65E-02 | 0.273 | 4.93E-03 | - | - | 1.70E-02 | 0.589 | 2.56e-14 | 1.83e-13 | 0.304 | 2.65E-03 | 1.38E-02 |
| Inhibitory neurons | ENSG00000166839 | ANKDD1A | protein_coding | Obsessive-compulsive disorder | OCD | - | - | - | - | 0.259 | 1.23E-03 | - | - | 6.44E-03 | 0.528 | 2.64e-23 | 3.01e-22 | 0.265 | 1.55E-03 | 9.63E-03 |
| Excitatory neurons | ENSG00000186716 | BCR | protein_coding | Obsessive-compulsive disorder | OCD | - | - | - | - | 0.399 | 3.12E-03 | - | - | 1.23E-02 | 0.355 | 4.22e-08 | 2.09e-07 | - | - | - |
| OPCs | ENSG00000124613 | ZNF391 | protein_coding | Parkinson's disease | PD | - | - | - | - | 0.170 | 1.94E-05 | - | - | 2.42E-04 | 0.122 | 2.05e-28 | 2.7000000000000002e-27 | - | - | - |
| Oligodendrocytes | ENSG00000125450 | NUP85 | protein_coding | Parkinson's disease | PD | -0.077 | 2.47E-02 | 9.11E-01 | 7.13E-02 | -0.077 | 1.83E-02 | - | - | 4.17E-02 | -0.051 | 9.56e-08 | 4.6e-07 | -0.073 | 2.98E-02 | 6.49E-02 |
| Oligodendrocytes | ENSG00000139629 | GALNT6 | protein_coding | Parkinson's disease | PD | - | - | - | - | 0.092 | 1.83E-02 | - | - | 4.16E-02 | 0.006 | 0.000343 | 0.00119 | - | - | - |
| Excitatory neurons | ENSG00000149292 | TTC12 | protein_coding | Post-traumatic stress disorder | PTSD | - | - | - | - | 0.072 | 8.04E-03 | - | - | 2.38E-02 | 0.128 | 2.24e-06 | 9.69e-06 | - | - | - |
| Excitatory neurons | ENSG00000163382 | APOA1BP | protein_coding | Post-traumatic stress disorder | PTSD | - | - | - | - | -0.311 | 2.62E-03 | - | - | 1.07E-02 | -0.313 | 1.56e-09 | 8.66e-09 | - | - | - |
| Inhibitory neurons | ENSG00000171044 | XKR6 | protein_coding | Post-traumatic stress disorder | PTSD | 0.251 | 1.31E-02 | 7.78E-01 | 5.07E-02 | 0.251 | 3.75E-05 | 9.93E-01 | - | 4.30E-04 | 0.033 | 2.66e-07 | 1.24e-06 | 0.237 | 6.27E-03 | 2.44E-02 |
| Oligodendrocytes | ENSG00000021355 | SERPINB1 | protein_coding | Smoking cessation | SC | -0.030 | 2.42E-02 | 7.88E-01 | 7.02E-02 | -0.031 | 1.39E-02 | - | - | 3.44E-02 | -0.004 | 0.773 | 1.0 | -0.033 | 8.02E-03 | 2.84E-02 |
| Astrocytes | ENSG00000118997 | DNAH7 | protein_coding | Smoking cessation | SC | - | - | - | - | -0.040 | 1.26E-03 | - | - | 6.53E-03 | -0.002 | 0.81 | 1.0 | -0.040 | 2.98E-03 | 1.51E-02 |
| Astrocytes | ENSG00000120675 | DNAJC15 | protein_coding | Smoking cessation | SC | - | - | - | - | 0.022 | 7.93E-03 | - | - | 2.37E-02 | 0.02 | 0.0113 | 0.0333 | 0.019 | 2.74E-02 | 6.07E-02 |
| Oligodendrocytes | ENSG00000143469 | SYT14 | protein_coding | Smoking cessation | SC | - | - | - | - | 0.017 | 8.31E-04 | 9.19E-01 | - | 5.01E-03 | 0.008 | 0.00363 | 0.0113 | 0.016 | 1.51E-02 | 4.26E-02 |
| Excitatory neurons | ENSG00000167720 | SRR | protein_coding | Smoking cessation | SC | 0.031 | 2.42E-02 | 9.29E-01 | 7.02E-02 | 0.031 | 1.77E-02 | - | - | 4.06E-02 | 0.006 | 0.463 | 0.877 | 0.029 | 1.91E-02 | 4.94E-02 |
| Excitatory neurons | ENSG00000187772 | LIN28B | protein_coding | Smoking cessation | SC | -0.049 | 2.31E-04 | 9.33E-01 | 7.08E-03 | -0.049 | 2.21E-05 | - | - | 2.69E-04 | -0.008 | 0.195 | 0.445 | -0.052 | 1.39E-03 | 9.09E-03 |
| OPCs | ENSG00000188312 | CENPP | protein_coding | Smoking cessation | SC | 0.026 | 3.03E-03 | 2.40E-01 | 2.57E-02 | 0.027 | 1.46E-05 | 8.32E-01 | - | 1.89E-04 | 0.003 | 0.571 | 1.0 | 0.023 | 1.91E-02 | 4.94E-02 |
| OPCs | ENSG00000031081 | ARHGAP31 | protein_coding | Schizophrenia | SCZ | - | - | - | - | -0.041 | 1.51E-02 | - | - | 3.64E-02 | -0.088 | 1.21e-12 | 7.91e-12 | -0.033 | 5.45E-02 | 9.80E-02 |
| Microglia | ENSG00000037474 | NSUN2 | protein_coding | Schizophrenia | SCZ | -0.043 | 1.65E-03 | 2.56E-01 | 2.01E-02 | -0.043 | 9.27E-04 | - | - | 5.36E-03 | -0.003 | 0.697 | 1.0 | -0.039 | 4.53E-03 | 1.96E-02 |
| OPCs | ENSG00000037474 | NSUN2 | protein_coding | Schizophrenia | SCZ | -0.035 | 7.39E-04 | 2.46E-01 | 1.44E-02 | -0.035 | 3.49E-04 | - | - | 2.66E-03 | -0.007 | 0.218 | 0.488 | -0.031 | 1.90E-03 | 1.07E-02 |
| Astrocytes | ENSG00000037749 | MFAP3 | protein_coding | Schizophrenia | SCZ | - | - | - | - | 0.093 | 1.09E-06 | - | - | 2.08E-05 | 0.125 | 4.88e-38 | 8.91e-37 | 0.089 | 4.72E-04 | 4.30E-03 |
| Oligodendrocytes | ENSG00000065621 | GSTO2 | protein_coding | Schizophrenia | SCZ | -0.065 | 1.87E-03 | 4.60E-01 | 2.10E-02 | -0.065 | 5.04E-04 | - | - | 3.49E-03 | -0.004 | 0.559 | 1.0 | -0.045 | 7.48E-03 | 2.72E-02 |
| OPCs | ENSG00000065621 | GSTO2 | protein_coding | Schizophrenia | SCZ | -0.048 | 3.82E-03 | 2.84E-01 | 2.73E-02 | -0.049 | 6.91E-04 | - | - | 4.35E-03 | 0.0 | 0.966 | 1.0 | -0.046 | 4.30E-03 | 1.93E-02 |
| Excitatory neurons | ENSG00000065621 | GSTO2 | protein_coding | Schizophrenia | SCZ | -0.065 | 4.04E-04 | 4.59E-01 | 1.00E-02 | -0.065 | 5.78E-05 | - | - | 6.30E-04 | -0.002 | 0.841 | 1.0 | -0.043 | 5.68E-03 | 2.28E-02 |
| Excitatory neurons | ENSG00000085491 | SLC25A24 | protein_coding | Schizophrenia | SCZ | -0.094 | 1.23E-03 | 9.49E-01 | 1.81E-02 | -0.093 | 3.53E-04 | - | - | 2.66E-03 | -0.01 | 0.0602 | 0.159 | -0.089 | 8.37E-04 | 6.47E-03 |
| Oligodendrocytes | ENSG00000085491 | SLC25A24 | protein_coding | Schizophrenia | SCZ | -0.051 | 1.21E-03 | 7.46E-01 | 1.81E-02 | -0.051 | 3.53E-04 | - | - | 2.66E-03 | -0.01 | 0.28 | 0.603 | -0.040 | 7.00E-03 | 2.61E-02 |
| Excitatory neurons | ENSG00000092108 | SCFD1 | protein_coding | Schizophrenia | SCZ | 0.064 | 1.09E-02 | 3.28E-01 | 4.56E-02 | 0.064 | 7.25E-03 | - | - | 2.23E-02 | 0.002 | 0.667 | 1.0 | 0.053 | 1.33E-02 | 3.91E-02 |
| OPCs | ENSG00000103966 | EHD4 | protein_coding | Schizophrenia | SCZ | -0.048 | 9.00E-03 | 7.98E-01 | 4.05E-02 | -0.050 | 4.17E-03 | - | - | 1.50E-02 | -0.001 | 0.918 | 1.0 | -0.047 | 1.06E-02 | 3.41E-02 |
| Excitatory neurons | ENSG00000105186 | ANKRD27 | protein_coding | Schizophrenia | SCZ | -0.062 | 8.78E-04 | 7.54E-01 | 1.57E-02 | -0.062 | 4.02E-04 | - | - | 2.96E-03 | -0.041 | 0.00332 | 0.0105 | -0.050 | 1.47E-03 | 9.41E-03 |
| Inhibitory neurons | ENSG00000108384 | RAD51C | protein_coding | Schizophrenia | SCZ | 0.073 | 1.45E-03 | 8.53E-01 | 1.91E-02 | 0.067 | 5.04E-08 | 9.29E-01 | 7.83E-01 | 1.79E-06 | 0.005 | 0.586 | 1.0 | 0.067 | 1.67E-03 | 1.01E-02 |
| Oligodendrocytes | ENSG00000114200 | BCHE | protein_coding | Schizophrenia | SCZ | - | - | - | - | 0.029 | 9.17E-03 | - | - | 2.58E-02 | 0.029 | 9.7e-05 | 0.000356 | 0.024 | 2.21E-02 | 5.24E-02 |
| OPCs | ENSG00000117335 | CD46 | protein_coding | Schizophrenia | SCZ | - | - | - | - | -0.051 | 3.20E-03 | - | - | 1.25E-02 | -0.096 | 6.98e-13 | 4.58e-12 | -0.047 | 7.79E-03 | 2.79E-02 |
| Astrocytes | ENSG00000118997 | DNAH7 | protein_coding | Schizophrenia | SCZ | - | - | - | - | -0.068 | 9.84E-04 | - | - | 5.59E-03 | -0.005 | 0.459 | 0.874 | -0.055 | 1.20E-02 | 3.68E-02 |
| Excitatory neurons | ENSG00000118997 | DNAH7 | protein_coding | Schizophrenia | SCZ | - | - | - | - | -0.089 | 3.27E-05 | - | - | 3.83E-04 | -0.086 | 1.01e-20 | 1.05e-19 | -0.080 | 3.54E-04 | 3.39E-03 |
| Astrocytes | ENSG00000120451 | SNX19 | protein_coding | Schizophrenia | SCZ | -0.046 | 5.37E-06 | 3.66E-01 | 4.94E-04 | -0.047 | 3.02E-07 | - | - | 7.38E-06 | -0.002 | 0.612 | 1.0 | -0.040 | 5.70E-05 | 7.06E-04 |
| Microglia | ENSG00000120451 | SNX19 | protein_coding | Schizophrenia | SCZ | -0.054 | 3.69E-05 | 1.64E-01 | 1.82E-03 | -0.054 | 5.35E-06 | - | - | 8.40E-05 | -0.006 | 0.483 | 0.911 | -0.050 | 1.02E-04 | 1.21E-03 |
| OPCs | ENSG00000120451 | SNX19 | protein_coding | Schizophrenia | SCZ | -0.058 | 1.71E-05 | 7.47E-01 | 1.00E-03 | -0.058 | 6.97E-07 | - | - | 1.47E-05 | -0.007 | 0.512 | 0.946 | -0.057 | 2.10E-05 | 2.85E-04 |
| Inhibitory neurons | ENSG00000120451 | SNX19 | protein_coding | Schizophrenia | SCZ | -0.093 | 4.76E-05 | 2.13E-01 | 1.94E-03 | -0.093 | 1.77E-07 | - | - | 4.64E-06 | -0.012 | 0.46 | 0.876 | -0.074 | 2.47E-04 | 2.57E-03 |
| Excitatory neurons | ENSG00000128944 | KNSTRN | protein_coding | Schizophrenia | SCZ | 0.033 | 1.78E-02 | 5.66E-01 | 5.93E-02 | 0.033 | 1.51E-02 | - | - | 3.64E-02 | 0.004 | 0.452 | 0.866 | 0.034 | 8.88E-03 | 3.06E-02 |
| Oligodendrocytes | ENSG00000131626 | PPFIA1 | protein_coding | Schizophrenia | SCZ | 0.051 | 3.89E-03 | 8.90E-01 | 2.73E-02 | 0.042 | 3.61E-02 | - | - | 6.72E-02 | 0.002 | 0.869 | 1.0 | 0.047 | 6.77E-03 | 2.57E-02 |
| Excitatory neurons | ENSG00000131876 | SNRPA1 | protein_coding | Schizophrenia | SCZ | 0.130 | 3.23E-02 | 7.34E-01 | 8.28E-02 | 0.130 | 2.16E-02 | - | - | 4.74E-02 | 0.005 | 0.644 | 1.0 | 0.138 | 1.98E-02 | 4.98E-02 |
| Astrocytes | ENSG00000142599 | RERE | protein_coding | Schizophrenia | SCZ | - | - | - | - | -0.144 | 1.43E-07 | - | - | 4.04E-06 | -0.133 | 2.7699999999999998e-67 | 9.69e-66 | -0.121 | 1.37E-04 | 1.55E-03 |
| Excitatory neurons | ENSG00000151348 | EXT2 | protein_coding | Schizophrenia | SCZ | - | - | - | - | -0.110 | 8.07E-03 | - | - | 2.38E-02 | -0.063 | 1.4e-06 | 6.17e-06 | -0.063 | 1.27E-01 | 1.85E-01 |
| Astrocytes | ENSG00000151348 | EXT2 | protein_coding | Schizophrenia | SCZ | - | - | - | - | -0.064 | 8.07E-03 | - | - | 2.38E-02 | -0.057 | 2.21e-06 | 9.61e-06 | - | - | - |
| Oligodendrocytes | ENSG00000151665 | PIGF | protein_coding | Schizophrenia | SCZ | -0.065 | 2.42E-03 | 5.25E-01 | 2.26E-02 | -0.065 | 1.04E-03 | - | - | 5.85E-03 | -0.007 | 0.29 | 0.622 | -0.050 | 8.12E-03 | 2.86E-02 |
| Excitatory neurons | ENSG00000151665 | PIGF | protein_coding | Schizophrenia | SCZ | -0.082 | 1.94E-03 | 3.01E-01 | 2.10E-02 | -0.082 | 7.66E-04 | - | - | 4.74E-03 | -0.006 | 0.00728 | 0.022 | -0.047 | 2.58E-02 | 5.88E-02 |
| Excitatory neurons | ENSG00000153291 | SLC25A27 | protein_coding | Schizophrenia | SCZ | 0.086 | 4.75E-04 | 7.56E-01 | 1.09E-02 | 0.086 | 9.38E-05 | - | - | 9.16E-04 | 0.009 | 5.74e-07 | 2.6e-06 | 0.058 | 1.83E-03 | 1.07E-02 |
| Inhibitory neurons | ENSG00000153291 | SLC25A27 | protein_coding | Schizophrenia | SCZ | 0.106 | 1.20E-03 | 4.38E-01 | 1.81E-02 | 0.106 | 9.38E-05 | - | - | 9.16E-04 | 0.012 | 5.5e-08 | 2.69e-07 | - | - | - |
| Inhibitory neurons | ENSG00000156171 | DRAM2 | protein_coding | Schizophrenia | SCZ | - | - | - | - | -0.056 | 2.27E-03 | - | - | 9.65E-03 | -0.05 | 2.93e-05 | 0.000113 | -0.044 | 1.54E-02 | 4.32E-02 |
| Excitatory neurons | ENSG00000156171 | DRAM2 | protein_coding | Schizophrenia | SCZ | - | - | - | - | -0.064 | 2.27E-03 | - | - | 9.65E-03 | -0.083 | 6.92e-19 | 6.65e-18 | -0.050 | 1.45E-02 | 4.14E-02 |
| Oligodendrocytes | ENSG00000159202 | UBE2Z | protein_coding | Schizophrenia | SCZ | - | - | - | - | -0.089 | 3.13E-04 | - | - | 2.43E-03 | -0.12 | 7.63e-44 | 1.71e-42 | -0.064 | 4.69E-03 | 2.00E-02 |
| Oligodendrocytes | ENSG00000161551 | ZNF577 | protein_coding | Schizophrenia | SCZ | 0.055 | 1.95E-02 | 8.02E-01 | 6.30E-02 | 0.056 | 8.26E-03 | - | - | 2.40E-02 | 0.007 | 0.609 | 1.0 | 0.054 | 1.70E-02 | 4.60E-02 |
| Excitatory neurons | ENSG00000162753 | SLC9C2 | protein_coding | Schizophrenia | SCZ | 0.107 | 7.98E-05 | 7.40E-01 | 3.02E-03 | 0.101 | 1.41E-09 | 6.99E-01 | - | 8.63E-08 | 0.017 | 0.0469 | 0.126 | 0.092 | 3.87E-05 | 5.01E-04 |
| Oligodendrocytes | ENSG00000163931 | TKT | protein_coding | Schizophrenia | SCZ | - | - | - | - | -0.172 | 1.66E-07 | - | - | 4.44E-06 | -0.204 | 3.1499999999999994e-54 | 9.14e-53 | - | - | - |
| Oligodendrocytes | ENSG00000164306 | PRIMPOL | protein_coding | Schizophrenia | SCZ | - | - | - | - | -0.088 | 1.10E-03 | - | - | 6.11E-03 | -0.115 | 1.52e-12 | 9.81e-12 | - | - | - |
| Oligodendrocytes | ENSG00000166170 | BAG5 | protein_coding | Schizophrenia | SCZ | -0.078 | 5.15E-03 | 3.90E-01 | 3.16E-02 | -0.088 | 8.13E-04 | - | - | 4.95E-03 | -0.01 | 3.1e-06 | 1.32e-05 | - | - | - |
| Pericytes | ENSG00000166435 | XRRA1 | protein_coding | Schizophrenia | SCZ | 0.027 | 6.45E-03 | 6.66E-01 | 3.46E-02 | 0.029 | 1.84E-03 | - | - | 8.45E-03 | 0.005 | 0.44 | 0.855 | 0.025 | 7.88E-03 | 2.80E-02 |
| Endothelial cells | ENSG00000166435 | XRRA1 | protein_coding | Schizophrenia | SCZ | 0.025 | 5.57E-03 | 7.93E-01 | 3.20E-02 | 0.027 | 1.84E-03 | - | - | 8.45E-03 | 0.002 | 0.626 | 1.0 | 0.025 | 3.96E-03 | 1.83E-02 |
| Inhibitory neurons | ENSG00000168803 | ADAL | protein_coding | Schizophrenia | SCZ | -0.093 | 2.91E-04 | 1.33E-01 | 7.81E-03 | -0.080 | 6.43E-08 | 3.22E-01 | - | 2.18E-06 | -0.017 | 0.0963 | 0.241 | -0.073 | 9.99E-04 | 7.28E-03 |
| Excitatory neurons | ENSG00000168803 | ADAL | protein_coding | Schizophrenia | SCZ | -0.064 | 5.62E-03 | 1.69E-01 | 3.20E-02 | -0.071 | 3.74E-08 | 9.01E-01 | 8.87E-01 | 1.39E-06 | -0.01 | 0.115 | 0.281 | -0.048 | 1.24E-02 | 3.75E-02 |
| Excitatory neurons | ENSG00000169609 | C15orf40 | protein_coding | Schizophrenia | SCZ | -0.077 | 3.74E-03 | 5.83E-01 | 2.73E-02 | -0.077 | 1.64E-05 | 9.28E-01 | - | 2.10E-04 | -0.003 | 0.778 | 1.0 | -0.064 | 1.48E-02 | 4.18E-02 |
| Excitatory neurons | ENSG00000176293 | ZNF135 | protein_coding | Schizophrenia | SCZ | -0.068 | 3.41E-03 | 4.33E-01 | 2.65E-02 | - | - | - | - | - | -0.004 | 0.74 | 1.0 | -0.055 | 1.23E-02 | 3.74E-02 |
| Excitatory neurons | ENSG00000180776 | ZDHHC20 | protein_coding | Schizophrenia | SCZ | 0.134 | 7.31E-03 | 3.34E-01 | 3.78E-02 | 0.134 | 2.79E-03 | - | - | 1.12E-02 | 0.0 | 0.972 | 1.0 | 0.116 | 1.00E-02 | 3.29E-02 |
| OPCs | ENSG00000182263 | FIGN | protein_coding | Schizophrenia | SCZ | - | - | - | - | -0.060 | 1.00E-02 | - | - | 2.70E-02 | -0.048 | 2.06e-09 | 1.13e-08 | - | - | - |
| Inhibitory neurons | ENSG00000183060 | LYSMD4 | protein_coding | Schizophrenia | SCZ | - | - | - | - | -0.039 | 1.67E-02 | - | - | 3.95E-02 | -0.081 | 2.05e-12 | 1.31e-11 | -0.032 | 4.35E-02 | 8.32E-02 |
| Oligodendrocytes | ENSG00000183166 | CALN1 | protein_coding | Schizophrenia | SCZ | - | - | - | - | 0.068 | 7.68E-06 | - | - | 1.13E-04 | 0.067 | 3.98e-14 | 2.81e-13 | 0.066 | 1.39E-04 | 1.55E-03 |
| Microglia | ENSG00000186470 | BTN3A2 | protein_coding | Schizophrenia | SCZ | -0.203 | 8.21E-08 | 6.86E-01 | 1.83E-05 | -0.202 | 1.46E-26 | - | - | 2.47E-24 | -0.019 | 0.292 | 0.624 | -0.190 | 3.31E-07 | 6.46E-06 |
| Astrocytes | ENSG00000186868 | MAPT | protein_coding | Schizophrenia | SCZ | - | - | - | - | 0.127 | 3.54E-42 | 9.98E-01 | 6.53E-01 | 8.98E-40 | 0.142 | 1.1e-109 | 6.5799999999999996e-108 | 0.089 | 1.40E-08 | 3.35E-07 |
| Excitatory neurons | ENSG00000187772 | LIN28B | protein_coding | Schizophrenia | SCZ | 0.071 | 9.49E-04 | 7.79E-02 | 1.61E-02 | 0.071 | 2.22E-04 | - | - | 1.86E-03 | 0.002 | 0.706 | 1.0 | 0.105 | 2.73E-04 | 2.71E-03 |
| Oligodendrocytes | ENSG00000187987 | ZSCAN23 | protein_coding | Schizophrenia | SCZ | 0.214 | 1.47E-06 | 4.13E-01 | 1.89E-04 | 0.205 | 1.67E-11 | - | - | 1.50E-09 | 0.015 | 0.0875 | 0.221 | 0.202 | 1.69E-70 | 2.16E-68 |
| Excitatory neurons | ENSG00000188690 | UROS | protein_coding | Schizophrenia | SCZ | -0.075 | 2.55E-02 | 6.71E-02 | 7.19E-02 | -0.075 | 1.98E-02 | - | - | 4.44E-02 | -0.005 | 0.00265 | 0.00849 | -0.037 | 1.83E-01 | 2.48E-01 |
| Astrocytes | ENSG00000198721 | ECI2 | protein_coding | Schizophrenia | SCZ | - | - | - | - | -0.046 | 9.16E-03 | - | - | 2.58E-02 | -0.063 | 3.96e-06 | 1.68e-05 | -0.046 | 6.82E-03 | 2.57E-02 |
| Inhibitory neurons | ENSG00000198721 | ECI2 | protein_coding | Schizophrenia | SCZ | -0.049 | 1.69E-02 | 2.20E-01 | 5.87E-02 | -0.049 | 9.73E-03 | - | - | 2.68E-02 | -0.005 | 0.821 | 1.0 | -0.053 | 8.51E-03 | 2.95E-02 |
| Inhibitory neurons | ENSG00000204138 | PHACTR4 | protein_coding | Schizophrenia | SCZ | 0.061 | 7.81E-03 | 2.57E-01 | 3.81E-02 | 0.075 | 2.06E-05 | 3.09E-01 | - | 2.55E-04 | 0.007 | 0.521 | 0.956 | 0.057 | 1.05E-02 | 3.41E-02 |
| Oligodendrocytes | ENSG00000204138 | PHACTR4 | protein_coding | Schizophrenia | SCZ | 0.052 | 6.76E-03 | 8.70E-01 | 3.60E-02 | 0.052 | 3.51E-03 | - | - | 1.33E-02 | 0.006 | 0.445 | 0.862 | 0.051 | 3.86E-03 | 1.81E-02 |
| Excitatory neurons | ENSG00000204536 | CCHCR1 | protein_coding | Schizophrenia | SCZ | 0.154 | 8.54E-08 | 1.49E-01 | 1.83E-05 | 0.154 | 6.39E-15 | - | - | 7.49E-13 | 0.022 | 0.000938 | 0.00316 | 0.135 | 2.66E-07 | 5.37E-06 |
| Astrocytes | ENSG00000206503 | HLA-A | protein_coding | Schizophrenia | SCZ | - | - | - | - | -0.101 | 5.79E-05 | - | - | 6.30E-04 | -0.02 | 0.26 | 0.573 | -0.097 | 7.40E-04 | 6.04E-03 |
| Microglia | ENSG00000234719 | RP11-166B2.1 | protein_coding | Schizophrenia | SCZ | 0.058 | 5.73E-04 | 5.64E-01 | 1.18E-02 | 0.058 | 8.41E-05 | - | - | 8.54E-04 | 0.006 | 0.626 | 1.0 | 0.049 | 1.87E-03 | 1.07E-02 |
| Astrocytes | ENSG00000235109 | ZSCAN31 | protein_coding | Schizophrenia | SCZ | 0.163 | 4.28E-07 | 1.57E-01 | 6.89E-05 | 0.167 | 1.25E-28 | 6.03E-01 | - | 2.38E-26 | 0.025 | 0.0313 | 0.0859 | 0.137 | 8.66E-07 | 1.53E-05 |
| Excitatory neurons | ENSG00000250565 | ATP6V1E2 | protein_coding | Schizophrenia | SCZ | - | - | - | - | -0.073 | 6.99E-05 | 3.45E-01 | - | 7.45E-04 | -0.008 | 3.23e-05 | 0.000124 | -0.058 | 2.42E-03 | 1.31E-02 |
| Astrocytes | ENSG00000142599 | RERE | protein_coding | Tourette syndrome | TS | - | - | - | - | -0.251 | 3.42E-03 | - | - | 1.31E-02 | -0.507 | 1.32e-20 | 1.36e-19 | -0.231 | 8.98E-03 | 3.07E-02 |
| Oligodendrocytes | ENSG00000145241 | CENPC | protein_coding | Tourette syndrome | TS | - | - | - | - | 0.136 | 5.74E-04 | 7.35E-01 | - | 3.82E-03 | 0.28 | 1.43e-15 | 1.1e-14 | 0.112 | 9.20E-03 | 3.11E-02 |
| Oligodendrocytes | ENSG00000154889 | MPPE1 | protein_coding | Tourette syndrome | TS | - | - | - | - | -0.154 | 1.23E-04 | - | - | 1.16E-03 | -0.19 | 6.81e-17 | 5.9e-16 | - | - | - |
| Excitatory neurons | ENSG00000154889 | MPPE1 | protein_coding | Tourette syndrome | TS | - | - | - | - | -0.193 | 1.23E-04 | - | - | 1.16E-03 | -0.158 | 6.1e-09 | 3.21e-08 | - | - | - |
| Astrocytes | ENSG00000154889 | MPPE1 | protein_coding | Tourette syndrome | TS | - | - | - | - | -0.171 | 1.23E-04 | - | - | 1.16E-03 | -0.312 | 3.68e-13 | 2.48e-12 | - | - | - |
| Microglia | ENSG00000154889 | MPPE1 | protein_coding | Tourette syndrome | TS | - | - | - | - | -0.251 | 1.23E-04 | - | - | 1.16E-03 | -0.349 | 1.77e-14 | 1.28e-13 | - | - | - |
| Inhibitory neurons | ENSG00000154889 | MPPE1 | protein_coding | Tourette syndrome | TS | - | - | - | - | -0.211 | 1.23E-04 | - | - | 1.16E-03 | -0.301 | 1.15e-16 | 9.7e-16 | -0.187 | 1.33E-03 | 8.81E-03 |
| Excitatory neurons | ENSG00000188130 | MAPK12 | protein_coding | Tourette syndrome | TS | - | - | - | - | -0.283 | 3.30E-03 | - | - | 1.28E-02 | -0.438 | 1.68e-09 | 9.26e-09 | -0.259 | 1.20E-02 | 3.68E-02 |
Notes: Cell type: the cell type that the eGene expression is specific to. Gene ID: the ID of the eGene in the Ensemble database. Gene name: the name of the eGene. Gene biotype: the biotype of the eGene. Disorders and behaviors: the outcome. Disorders and behaviors (abbr): the abbreviation of the column Disorders and behaviors in the paper. EffectSize_SMR: the causal effect size of the eGene from the SMR method. Pval_SMR: the P-value for the causal effect size of the eGene from the SMR method. Pval_HEIDI_SMR: the P-value of the HEIDI test from the SMR method. FDR_SMR: the FDR value for the causal effect size of the eGene from the SMR method. EffectSize_WR: the causal effect size of the eGene from the Wald ratio/IVW method. Pval_WR: the P-value for the causal effect size of the eGene from the Wald ratio/IVW method. Q_Pval_WR: the P-value of the heterogeneity test. Pval_egger_intercept_WR: the P-value of the pleiotropy test. FDR_WR: the FDR value for the causal effect size of the eGene from the Wald ratio/IVW method. EffectSize_PMREgger: the causal effect size of the eGene from the PMR-Egger method. Pval_PMREgger: the P-value for the causal effect size of the eGene from the PMR-Egger method. FDR_PMREgger: the FDR value for the causal effect size of the eGene from the PMR-Egger method. EffectSize_GSMR: the causal effect size of the eGene from the GSMR method. Pval_GSMR: the P-value for the causal effect size of the eGene from the GSMR method. FDR_GSMR: the FDR value for the causal effect size of the eGene from the GSMR method.