Best TWAS P=5.94e-17 · Best GWAS P=7.38e-19 conditioned to 1
# | Study | Tissue | Gene | h2 | eQTL R2 | model | # weights | model R2 | model R2 P | eQTL GWAS Z | TWAS Z | TWAS P | Top SNP corr | PP3 | PP4 | joint |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
1 | CommonMind | Brain Pre-frontal Cortex | KIAA1683 | 0.09 | 0.06 | enet | 14 | 0.10 | 6.6e-12 | -3.44 | 5.6 | 1.9e-08 | 0.13 | 0.93 | 0.07 | FALSE |
2 | CommonMind | Brain Pre-frontal Cortex | MAU2 | 0.09 | 0.08 | blup | 369 | 0.10 | 1.0e-12 | 1.67 | -6.0 | 2.0e-09 | -0.03 | 0.11 | 0.89 | FALSE |
3 | GTEx | Adipose Subcutaneous | AC005253.4 | 0.11 | 0.06 | enet | 23 | 0.04 | 1.6e-04 | 0.34 | 5.4 | 7.8e-08 | 0.22 | 0.29 | 0.24 | FALSE |
4 | GTEx | Brain Hippocampus | DDX49 | 0.23 | -0.01 | lasso | 4 | -0.01 | 6.6e-01 | 6.61 | -6.4 | 1.3e-10 | -0.02 | 0.02 | 0.72 | TRUE |
5 | GTEx | Colon Transverse | SSBP4 | 0.18 | 0.01 | enet | 21 | 0.00 | 3.6e-01 | 5.55 | -6.4 | 2.0e-10 | -0.25 | 0.04 | 0.43 | TRUE |
6 | GTEx | Colon Transverse | KIAA1683 | 0.15 | 0.02 | lasso | 3 | 0.02 | 3.3e-02 | -3.66 | 5.8 | 6.8e-09 | 0.15 | 0.33 | 0.16 | FALSE |
7 | GTEx | Esophagus Mucosa | GATAD2A | 0.11 | 0.02 | lasso | 3 | 0.02 | 2.3e-02 | 6.40 | 6.0 | 1.7e-09 | 0.00 | 0.02 | 0.88 | FALSE |
8 | GTEx | Esophagus Muscularis | MEF2BNB | 0.12 | 0.00 | lasso | 4 | 0.00 | 7.5e-01 | 6.05 | -6.3 | 3.0e-10 | -0.03 | 0.05 | 0.20 | TRUE |
9 | GTEx | Nerve Tibial | KIAA1683 | 0.25 | 0.22 | lasso | 9 | 0.28 | 5.2e-20 | 6.81 | 5.5 | 4.5e-08 | 0.08 | 1.00 | 0.00 | FALSE |
10 | GTEx | Pancreas | AC007192.6 | 0.19 | 0.00 | enet | 28 | 0.01 | 1.3e-01 | 8.71 | -6.0 | 1.9e-09 | -0.29 | 0.02 | 0.69 | FALSE |
11 | GTEx | Testis | PDE4C | 0.39 | 0.44 | lasso | 2 | 0.43 | 5.8e-21 | -5.67 | -5.7 | 1.5e-08 | -0.39 | 1.00 | 0.00 | FALSE |
12 | GTEx | Testis | AC068499.10 | 0.38 | 0.41 | lasso | 3 | 0.40 | 6.8e-19 | -5.67 | -5.8 | 7.4e-09 | -0.41 | 1.00 | 0.00 | TRUE |
13 | GTEx | Thyroid | KIAA1683 | 0.11 | 0.07 | enet | 14 | 0.12 | 2.1e-09 | 4.61 | 7.7 | 1.6e-14 | 0.23 | 0.22 | 0.78 | FALSE |
14 | GTEx | Vagina | LRRC25 | 0.63 | 0.02 | enet | 2 | 0.04 | 5.3e-02 | 6.81 | -6.8 | 9.4e-12 | -0.20 | 0.04 | 0.15 | FALSE |
15 | NTR | Blood | IFI30 | 0.03 | 0.02 | lasso | 6 | 0.02 | 8.8e-08 | 8.23 | 7.0 | 2.8e-12 | 0.31 | 0.18 | 0.81 | FALSE |
16 | ROSMAP | Brain Pre-frontal Cortex | PDE4C | 0.18 | 0.12 | enet | 17 | 0.19 | 3.3e-24 | -2.85 | -5.8 | 6.6e-09 | -0.22 | 0.88 | 0.12 | FALSE |
17 | ROSMAP | Brain Pre-frontal Cortex | SUGP1 | 0.03 | 0.00 | blup | 364 | 0.01 | 4.3e-02 | 6.61 | 5.4 | 7.5e-08 | 0.00 | 0.01 | 0.90 | FALSE |
18 | ROSMAP | Brain Pre-frontal Cortex | MAU2 | 0.17 | 0.05 | bslmm | 362 | 0.06 | 8.0e-08 | 5.41 | -5.1 | 2.7e-07 | -0.06 | 0.52 | 0.39 | FALSE |
19 | ROSMAP | Brain Pre-frontal Cortex | JUND | 0.17 | 0.17 | lasso | 5 | 0.20 | 2.7e-25 | 6.81 | 6.1 | 9.2e-10 | 0.13 | 1.00 | 0.00 | FALSE |
20 | YFS | Blood | IFI30 | 0.08 | 0.04 | bslmm | 405 | 0.08 | 1.1e-23 | -2.03 | 5.9 | 3.5e-09 | 0.12 | 0.95 | 0.05 | FALSE |
21 | YFS | Blood | MAST3 | 0.06 | 0.04 | lasso | 5 | 0.04 | 4.2e-12 | 8.71 | -8.3 | 7.9e-17 | -0.56 | 0.01 | 0.99 | FALSE |
22 | The Cancer Genome Atlas | Bladder Urothelial Carcinoma | IL12RB1 | 0.07 | 0.02 | lasso | 3 | 0.01 | 6.4e-02 | 5.23 | -5.4 | 7.7e-08 | -0.43 | 0.14 | 0.08 | FALSE |
23 | The Cancer Genome Atlas | Colon Adenocarcinoma | TSSK6 | 0.07 | 0.02 | blup | 32 | 0.04 | 2.9e-03 | -4.28 | -6.1 | 8.2e-10 | -0.02 | 0.04 | 0.20 | FALSE |
24 | The Cancer Genome Atlas | Glioblastoma Multiforme | JUND | 0.17 | 0.00 | blup | 57 | 0.03 | 5.4e-02 | 6.81 | 7.9 | 3.8e-15 | 0.25 | 0.01 | 0.59 | FALSE |
25 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | IL12RB1 | 0.05 | 0.03 | enet | 11 | 0.05 | 2.3e-06 | -2.78 | -5.1 | 3.1e-07 | -0.44 | 0.49 | 0.39 | FALSE |
26 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | IL12RB1 | 0.10 | 0.08 | blup | 58 | 0.09 | 6.9e-10 | 5.55 | -5.5 | 4.6e-08 | -0.35 | 1.00 | 0.00 | FALSE |
27 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | JUND | 0.05 | 0.04 | lasso | 1 | 0.04 | 4.3e-05 | 6.81 | 6.8 | 9.6e-12 | 0.20 | 0.14 | 0.13 | FALSE |
28 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | MAST3 | 0.04 | 0.02 | blup | 65 | 0.01 | 7.3e-02 | 8.71 | -6.5 | 1.1e-10 | -0.53 | 0.01 | 0.54 | FALSE |
29 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | TM6SF2 | 0.04 | 0.03 | blup | 35 | 0.03 | 2.5e-04 | 6.19 | 5.8 | 5.4e-09 | 0.02 | 0.00 | 0.99 | FALSE |
30 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | JUND | 0.11 | 0.03 | blup | 58 | 0.04 | 1.4e-03 | -3.77 | 7.1 | 1.4e-12 | 0.22 | 0.04 | 0.08 | TRUE |
31 | The Cancer Genome Atlas | Brain Lower Grade Glioma | JUND | 0.04 | 0.03 | lasso | 2 | 0.02 | 7.9e-04 | 6.81 | 6.7 | 1.7e-11 | 0.19 | 0.19 | 0.04 | FALSE |
32 | The Cancer Genome Atlas | Brain Lower Grade Glioma | MAST3 | 0.02 | 0.02 | lasso | 3 | 0.01 | 1.5e-02 | 8.31 | -8.4 | 5.9e-17 | -0.95 | 0.01 | 0.94 | TRUE |
33 | The Cancer Genome Atlas | Lung Adenocarcinoma | YJEFN3 | 0.03 | 0.03 | blup | 32 | 0.02 | 3.0e-03 | -4.28 | 5.4 | 7.5e-08 | 0.02 | 0.09 | 0.16 | TRUE |
34 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | IL12RB1 | 0.07 | 0.04 | blup | 58 | 0.06 | 4.9e-07 | 5.11 | -6.7 | 2.7e-11 | -0.57 | 0.87 | 0.11 | FALSE |
35 | The Cancer Genome Atlas | Testicular Germ Cell Tumors | CRTC1 | 0.33 | 0.08 | lasso | 5 | 0.12 | 3.6e-05 | -3.59 | -6.0 | 2.6e-09 | 0.04 | 0.04 | 0.52 | TRUE |
36 | The Cancer Genome Atlas | Testicular Germ Cell Tumors | IL12RB1 | 0.10 | 0.01 | enet | 10 | 0.06 | 2.6e-03 | 2.09 | -6.9 | 5.1e-12 | -0.62 | 0.01 | 0.62 | FALSE |
37 | The Cancer Genome Atlas | Thyroid Carcinoma | MAST3 | 0.04 | 0.02 | lasso | 2 | 0.00 | 3.4e-01 | 8.31 | -8.3 | 1.1e-16 | -0.95 | 0.02 | 0.86 | FALSE |
38 | The Cancer Genome Atlas | Thyroid Carcinoma | TM6SF2 | 0.05 | 0.04 | blup | 34 | 0.05 | 2.8e-05 | 6.19 | 5.5 | 3.4e-08 | 0.00 | 0.01 | 0.99 | FALSE |