Best TWAS P=1.45e-49 · Best GWAS P=6.4e-47 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 | EIF3B | 0.07 | 0.03 | enet | 8 | 0.03 | 3.0e-04 | 3.736 | 5.4 | 7.8e-08 | 0.02 | 0.85 | 0.01 | FALSE |
2 | CommonMind | Brain Pre-frontal Cortex | GNA12 | 0.06 | 0.00 | bslmm | 603 | 0.02 | 3.7e-03 | 0.234 | -8.5 | 1.6e-17 | -0.44 | 0.12 | 0.12 | FALSE |
3 | GTEx | Adipose Subcutaneous | GNA12 | 0.11 | 0.08 | lasso | 4 | 0.07 | 1.3e-06 | 11.920 | 13.0 | 8.3e-39 | 0.74 | 0.63 | 0.37 | FALSE |
4 | GTEx | Adipose Subcutaneous | AC004840.9 | 0.21 | 0.08 | enet | 18 | 0.10 | 1.8e-08 | 3.886 | 5.5 | 4.2e-08 | 0.04 | 0.87 | 0.00 | TRUE |
5 | GTEx | Adipose Subcutaneous | ELFN1 | 0.06 | 0.04 | lasso | 3 | 0.02 | 9.5e-03 | -5.098 | -5.4 | 5.4e-08 | -0.05 | 0.01 | 0.90 | FALSE |
6 | GTEx | Adipose Subcutaneous | COX19 | 0.08 | 0.02 | lasso | 7 | 0.04 | 2.1e-04 | 6.286 | -6.8 | 1.3e-11 | -0.01 | 0.01 | 0.99 | TRUE |
7 | GTEx | Adipose Visceral Omentum | GNA12 | 0.28 | 0.06 | enet | 46 | 0.08 | 8.0e-05 | -10.022 | 6.3 | 2.8e-10 | 0.38 | 0.14 | 0.67 | FALSE |
8 | GTEx | Adrenal Gland | ZFAND2A | 0.13 | 0.03 | enet | 20 | 0.07 | 1.8e-03 | 4.232 | -6.7 | 2.2e-11 | -0.07 | 0.11 | 0.30 | FALSE |
9 | GTEx | Artery Tibial | GNA12 | 0.24 | 0.13 | enet | 20 | 0.22 | 3.5e-17 | 14.231 | 12.7 | 4.4e-37 | 0.85 | 0.03 | 0.97 | FALSE |
10 | GTEx | Artery Tibial | HEATR2 | 0.16 | 0.14 | lasso | 4 | 0.16 | 1.6e-12 | 4.278 | -5.2 | 1.5e-07 | -0.06 | 1.00 | 0.00 | FALSE |
11 | GTEx | Artery Tibial | COX19 | 0.10 | 0.03 | enet | 35 | 0.05 | 1.2e-04 | -4.824 | -5.2 | 1.5e-07 | 0.01 | 0.18 | 0.81 | FALSE |
12 | GTEx | Brain Cerebellum | GPR146 | 0.22 | 0.08 | lasso | 6 | 0.06 | 6.0e-03 | -5.041 | -5.3 | 1.4e-07 | -0.01 | 0.26 | 0.25 | FALSE |
13 | GTEx | Brain Cerebellum | RP11-449P15.1 | 0.20 | 0.07 | lasso | 4 | 0.05 | 1.3e-02 | -5.041 | -5.4 | 5.7e-08 | 0.00 | 0.21 | 0.24 | FALSE |
14 | GTEx | Breast Mammary Tissue | EIF3B | 0.19 | 0.07 | enet | 19 | 0.03 | 7.2e-03 | -4.431 | -6.4 | 1.4e-10 | -0.07 | 0.23 | 0.03 | TRUE |
15 | GTEx | Breast Mammary Tissue (Female) | EIF3B | 0.24 | -0.01 | enet | 45 | 0.03 | 5.7e-02 | -0.503 | -5.2 | 2.6e-07 | -0.09 | 0.05 | 0.05 | FALSE |
16 | GTEx | Cells EBV-transformed lymphocytes | GNA12 | 0.46 | 0.51 | lasso | 5 | 0.50 | 7.9e-19 | 14.088 | 14.4 | 2.7e-47 | 0.94 | 0.13 | 0.87 | FALSE |
17 | GTEx | Cells EBV-transformed lymphocytes | HEATR2 | 0.15 | 0.17 | enet | 5 | 0.12 | 7.1e-05 | -5.035 | -5.1 | 2.7e-07 | -0.03 | 0.23 | 0.09 | FALSE |
18 | GTEx | Cells EBV-transformed lymphocytes | ZFAND2A | 0.17 | 0.05 | lasso | 3 | 0.04 | 1.6e-02 | -4.393 | -5.8 | 9.2e-09 | -0.01 | 0.14 | 0.60 | FALSE |
19 | GTEx | Cells Transformed fibroblasts | EIF3B | 0.24 | 0.19 | enet | 12 | 0.21 | 1.3e-15 | 3.948 | 6.7 | 2.8e-11 | 0.05 | 1.00 | 0.00 | TRUE |
20 | GTEx | Cells Transformed fibroblasts | GNA12 | 0.21 | 0.11 | lasso | 11 | 0.15 | 1.7e-11 | 14.292 | 14.3 | 2.0e-46 | 0.88 | 0.02 | 0.98 | FALSE |
21 | GTEx | Colon Sigmoid | GNA12 | 0.14 | 0.05 | lasso | 3 | 0.03 | 3.6e-02 | 11.663 | 13.0 | 1.4e-38 | 0.82 | 0.06 | 0.80 | FALSE |
22 | GTEx | Colon Transverse | GNA12 | 0.19 | 0.08 | lasso | 4 | 0.10 | 2.3e-05 | -7.338 | 9.3 | 8.9e-21 | 0.62 | 0.34 | 0.63 | FALSE |
23 | GTEx | Colon Transverse | HEATR2 | 0.18 | 0.18 | lasso | 5 | 0.14 | 4.0e-07 | -5.817 | -5.9 | 3.7e-09 | -0.02 | 0.98 | 0.01 | TRUE |
24 | GTEx | Esophagus Gastroesophageal Junction | GNA12 | 0.20 | 0.12 | lasso | 6 | 0.12 | 3.4e-05 | 11.920 | 14.0 | 1.3e-44 | 0.86 | 0.04 | 0.95 | FALSE |
25 | GTEx | Esophagus Mucosa | GNA12 | 0.16 | 0.13 | lasso | 3 | 0.13 | 3.0e-09 | 13.942 | 14.0 | 1.3e-44 | 0.87 | 0.04 | 0.96 | FALSE |
26 | GTEx | Esophagus Muscularis | GNA12 | 0.32 | 0.31 | lasso | 3 | 0.34 | 2.1e-21 | 14.231 | 14.8 | 1.4e-49 | 0.96 | 0.02 | 0.98 | TRUE |
27 | GTEx | Esophagus Muscularis | ZFAND2A | 0.29 | 0.30 | enet | 20 | 0.36 | 1.5e-22 | -4.393 | -5.1 | 2.7e-07 | 0.00 | 1.00 | 0.00 | FALSE |
28 | GTEx | Liver | AC004840.9 | 0.27 | 0.01 | enet | 27 | 0.06 | 7.0e-03 | -3.772 | -10.2 | 1.5e-24 | -0.38 | 0.06 | 0.34 | FALSE |
29 | GTEx | Lung | GNA12 | 0.16 | 0.08 | enet | 21 | 0.12 | 1.2e-09 | 13.843 | 13.4 | 8.5e-41 | 0.76 | 0.05 | 0.95 | FALSE |
30 | GTEx | Muscle Skeletal | EIF3B | 0.07 | 0.02 | enet | 9 | 0.04 | 1.1e-04 | -1.819 | 6.6 | 4.3e-11 | -0.01 | 0.19 | 0.05 | FALSE |
31 | GTEx | Nerve Tibial | GNA12 | 0.31 | 0.34 | lasso | 7 | 0.36 | 9.6e-27 | 11.951 | 13.7 | 1.2e-42 | 0.84 | 0.96 | 0.04 | FALSE |
32 | GTEx | Nerve Tibial | GPR146 | 0.07 | 0.06 | lasso | 3 | 0.03 | 3.0e-03 | 6.153 | -6.2 | 5.3e-10 | 0.00 | 0.26 | 0.71 | FALSE |
33 | GTEx | Nerve Tibial | GPER1 | 0.15 | 0.14 | lasso | 4 | 0.15 | 7.9e-11 | 5.803 | -5.8 | 5.2e-09 | 0.00 | 0.55 | 0.45 | FALSE |
34 | GTEx | Nerve Tibial | RP11-449P15.1 | 0.07 | 0.06 | lasso | 3 | 0.03 | 4.6e-03 | 6.153 | -6.2 | 4.9e-10 | 0.00 | 0.23 | 0.73 | FALSE |
35 | GTEx | Pancreas | ZFAND2A | 0.36 | 0.47 | enet | 20 | 0.46 | 9.4e-22 | -4.673 | -5.4 | 6.3e-08 | 0.01 | 1.00 | 0.00 | FALSE |
36 | GTEx | Skin Not Sun Exposed Suprapubic | GNA12 | 0.10 | 0.15 | lasso | 3 | 0.12 | 4.2e-07 | -10.022 | 10.9 | 1.5e-27 | 0.53 | 0.53 | 0.44 | FALSE |
37 | GTEx | Skin Not Sun Exposed Suprapubic | AC004840.9 | 0.17 | 0.08 | lasso | 4 | 0.09 | 1.1e-05 | 3.886 | 5.7 | 1.5e-08 | 0.03 | 0.56 | 0.02 | FALSE |
38 | GTEx | Skin Sun Exposed Lower leg | GNA12 | 0.17 | 0.16 | lasso | 3 | 0.18 | 1.3e-14 | 12.266 | 14.0 | 1.4e-44 | 0.88 | 0.26 | 0.74 | FALSE |
39 | GTEx | Skin Sun Exposed Lower leg | GPER1 | 0.05 | 0.04 | lasso | 2 | 0.05 | 4.3e-05 | 4.684 | -5.7 | 1.6e-08 | 0.01 | 0.44 | 0.37 | FALSE |
40 | GTEx | Skin Sun Exposed Lower leg | AC004840.9 | 0.18 | 0.01 | enet | 36 | 0.02 | 3.7e-03 | -0.919 | 5.8 | 8.6e-09 | 0.14 | 0.20 | 0.11 | FALSE |
41 | GTEx | Skin Sun Exposed Lower leg | COX19 | 0.05 | 0.01 | enet | 7 | 0.03 | 1.2e-03 | 5.938 | -6.8 | 1.3e-11 | -0.02 | 0.00 | 0.98 | FALSE |
42 | GTEx | Skin Sun Exposed Lower leg | RP11-449P15.2 | 0.07 | 0.05 | lasso | 4 | 0.04 | 5.5e-04 | -5.035 | -5.1 | 2.9e-07 | 0.00 | 0.21 | 0.17 | FALSE |
43 | GTEx | Small Intestine Terminal Ileum | GNA12 | 0.34 | 0.20 | lasso | 5 | 0.16 | 2.4e-04 | 12.151 | 12.2 | 3.3e-34 | 0.73 | 0.12 | 0.62 | FALSE |
44 | GTEx | Small Intestine Terminal Ileum | HEATR2 | 0.38 | 0.19 | lasso | 6 | 0.23 | 6.1e-06 | -4.593 | -5.2 | 1.6e-07 | -0.01 | 0.56 | 0.03 | FALSE |
45 | GTEx | Spleen | HEATR2 | 0.20 | -0.01 | enet | 20 | 0.04 | 4.1e-02 | 4.400 | -5.5 | 4.2e-08 | -0.01 | 0.09 | 0.13 | FALSE |
46 | GTEx | Spleen | RP11-449P15.2 | 0.37 | 0.27 | lasso | 7 | 0.19 | 1.3e-05 | -5.106 | -5.2 | 2.4e-07 | -0.02 | 0.83 | 0.03 | FALSE |
47 | GTEx | Stomach | GNA12 | 0.18 | 0.16 | lasso | 2 | 0.13 | 6.6e-07 | 11.663 | 12.0 | 4.6e-33 | 0.66 | 0.77 | 0.22 | FALSE |
48 | GTEx | Testis | GPER1 | 0.22 | 0.04 | lasso | 5 | 0.04 | 5.8e-03 | -5.378 | -5.9 | 3.4e-09 | 0.00 | 0.18 | 0.04 | FALSE |
49 | GTEx | Vagina | HEATR2 | 0.17 | 0.16 | enet | 9 | 0.15 | 2.8e-04 | -5.035 | -5.2 | 2.6e-07 | -0.04 | 0.08 | 0.10 | FALSE |
50 | GTEx | Whole Blood | GNA12 | 0.09 | 0.01 | enet | 4 | 0.00 | 3.3e-01 | 14.385 | 14.4 | 2.9e-47 | 0.97 | 0.01 | 0.95 | FALSE |
51 | GTEx | Whole Blood | RP11-449P15.2 | 0.11 | 0.08 | lasso | 3 | 0.09 | 6.4e-09 | -5.103 | -5.2 | 1.6e-07 | -0.03 | 1.00 | 0.00 | FALSE |
52 | METSIM | Adipose | AC004840.9 | 0.26 | 0.19 | enet | 14 | 0.21 | 2.9e-31 | 3.886 | 6.0 | 1.7e-09 | 0.03 | 1.00 | 0.00 | TRUE |
53 | METSIM | Adipose | GNA12 | 0.07 | 0.05 | lasso | 3 | 0.05 | 3.3e-08 | 12.151 | 12.3 | 1.2e-34 | 0.75 | 0.15 | 0.85 | FALSE |
54 | METSIM | Adipose | PRKAR1B | 0.04 | 0.00 | blup | 361 | 0.01 | 3.4e-03 | -2.558 | -5.4 | 5.4e-08 | -0.03 | 0.06 | 0.15 | FALSE |
55 | NTR | Blood | C7orf50 | 0.02 | 0.01 | blup | 380 | 0.01 | 1.2e-04 | 4.916 | 6.3 | 3.7e-10 | -0.02 | 0.21 | 0.75 | FALSE |
56 | NTR | Blood | GNA12 | 0.07 | 0.03 | bslmm | 597 | 0.06 | 1.3e-17 | 11.304 | 8.7 | 4.5e-18 | 0.62 | 0.96 | 0.04 | FALSE |
57 | ROSMAP | Brain Pre-frontal Cortex | AMZ1 | 0.09 | 0.05 | lasso | 6 | 0.04 | 2.4e-06 | 14.231 | -12.8 | 2.8e-37 | -0.92 | 0.02 | 0.98 | FALSE |
58 | YFS | Blood | CHST12 | 0.04 | 0.00 | enet | 25 | 0.02 | 1.0e-06 | 0.019 | -6.4 | 1.9e-10 | -0.18 | 0.04 | 0.04 | FALSE |
59 | YFS | Blood | GNA12 | 0.23 | 0.15 | bslmm | 570 | 0.25 | 4.5e-82 | -1.645 | 5.8 | 7.4e-09 | 0.51 | 1.00 | 0.00 | FALSE |
60 | YFS | Blood | PSMG3 | 0.01 | 0.00 | blup | 331 | 0.01 | 1.5e-03 | 4.340 | -7.3 | 3.7e-13 | -0.05 | 0.04 | 0.38 | TRUE |
61 | The Cancer Genome Atlas | Bladder Urothelial Carcinoma | EIF3B | 0.04 | 0.00 | blup | 45 | 0.02 | 9.5e-03 | 3.724 | 5.6 | 2.2e-08 | 0.03 | 0.01 | 0.42 | FALSE |
62 | The Cancer Genome Atlas | Breast Invasive Carcinoma | EIF3B | 0.02 | 0.02 | blup | 45 | 0.02 | 2.1e-04 | 3.736 | 6.1 | 9.8e-10 | 0.01 | 0.08 | 0.76 | FALSE |
63 | The Cancer Genome Atlas | Colon Adenocarcinoma | GNA12 | 0.09 | 0.00 | blup | 103 | 0.03 | 9.3e-03 | 11.951 | 9.5 | 1.8e-21 | 0.51 | 0.04 | 0.11 | FALSE |
64 | The Cancer Genome Atlas | Esophageal Carcinoma | AMZ1 | 0.18 | 0.05 | blup | 69 | 0.05 | 1.4e-02 | -7.984 | 11.4 | 3.9e-30 | 0.72 | 0.01 | 0.71 | FALSE |
65 | The Cancer Genome Atlas | Glioblastoma Multiforme | GPR146 | 0.12 | 0.02 | blup | 72 | 0.03 | 5.3e-02 | -4.857 | -6.0 | 1.8e-09 | 0.00 | 0.02 | 0.55 | FALSE |
66 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | GNA12 | 0.03 | 0.04 | lasso | 1 | 0.04 | 3.0e-05 | 11.920 | 11.9 | 9.3e-33 | 0.70 | 0.10 | 0.68 | FALSE |
67 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | HEATR2 | 0.06 | 0.05 | blup | 46 | 0.05 | 1.3e-06 | -4.998 | 5.1 | 2.7e-07 | 0.03 | 0.09 | 0.90 | FALSE |
68 | The Cancer Genome Atlas | Brain Lower Grade Glioma | AMZ1 | 0.04 | 0.04 | lasso | 3 | 0.02 | 1.3e-03 | -7.984 | -9.4 | 7.1e-21 | -0.62 | 0.03 | 0.91 | FALSE |
69 | The Cancer Genome Atlas | Brain Lower Grade Glioma | GPR146 | 0.03 | 0.04 | lasso | 4 | 0.04 | 5.8e-05 | -5.101 | 5.3 | 9.3e-08 | 0.01 | 0.05 | 0.92 | FALSE |
70 | The Cancer Genome Atlas | Lung Adenocarcinoma | GNA12 | 0.03 | 0.01 | enet | 7 | 0.02 | 1.5e-03 | -6.931 | 12.1 | 6.0e-34 | 0.78 | 0.06 | 0.76 | FALSE |
71 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | AMZ1 | 0.14 | 0.06 | enet | 15 | 0.06 | 7.4e-08 | -4.219 | -5.5 | 4.2e-08 | -0.32 | 0.84 | 0.04 | FALSE |
72 | The Cancer Genome Atlas | Pancreatic Adenocarcinoma | AMZ1 | 0.17 | 0.11 | enet | 9 | 0.10 | 5.0e-05 | -4.219 | -7.5 | 9.4e-14 | -0.46 | 0.05 | 0.46 | FALSE |
73 | The Cancer Genome Atlas | Prostate Adenocarcinoma | AMZ1 | 0.08 | 0.01 | blup | 71 | 0.05 | 1.3e-05 | 11.920 | -10.5 | 7.4e-26 | -0.63 | 0.06 | 0.74 | FALSE |
74 | The Cancer Genome Atlas | Rectum Adenocarcinoma | ZFAND2A | 0.28 | 0.23 | lasso | 6 | 0.27 | 5.5e-07 | 4.551 | -5.1 | 2.9e-07 | 0.03 | 0.02 | 0.90 | FALSE |
75 | The Cancer Genome Atlas | Thyroid Carcinoma | AMZ1 | 0.32 | 0.04 | enet | 19 | 0.20 | 3.3e-19 | 11.304 | -11.5 | 1.1e-30 | -0.55 | 0.14 | 0.86 | FALSE |
76 | The Cancer Genome Atlas | Thyroid Carcinoma | C7orf50 | 0.08 | 0.01 | blup | 144 | 0.03 | 4.7e-04 | 5.411 | -5.4 | 7.0e-08 | 0.00 | 0.26 | 0.37 | FALSE |
77 | The Cancer Genome Atlas | Thyroid Carcinoma | CYP2W1 | 0.03 | 0.01 | blup | 51 | 0.02 | 3.8e-03 | 4.864 | -6.2 | 6.1e-10 | -0.01 | 0.05 | 0.72 | FALSE |
78 | The Cancer Genome Atlas | Thyroid Carcinoma | GPER | 0.03 | 0.01 | lasso | 5 | 0.01 | 2.1e-02 | -4.465 | -5.8 | 8.3e-09 | 0.02 | 0.02 | 0.82 | FALSE |
79 | The Cancer Genome Atlas | Uterine Corpus Endometrial Carcinoma | ZFAND2A | 0.25 | 0.22 | blup | 54 | 0.23 | 3.5e-07 | -4.673 | -5.3 | 9.7e-08 | 0.01 | 0.02 | 0.96 | FALSE |