Best TWAS P=3.79e-26 · Best GWAS P=4.01e-29 conditioned to 4.74e-12
# | 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 | CYP2R1 | 0.06 | 0.05 | lasso | 5 | 0.04 | 9.3e-06 | 5.5 | -5.6 | 2.4e-08 | -0.02 | 0.05 | 0.95 | FALSE |
2 | CommonMind | Brain Pre-frontal Cortex | KCNJ11 | 0.04 | 0.03 | lasso | 3 | 0.03 | 2.6e-04 | 9.8 | 10.2 | 3.3e-24 | 0.07 | 0.01 | 0.98 | FALSE |
3 | GTEx | Adipose Subcutaneous | RRAS2 | 0.11 | 0.02 | lasso | 3 | 0.02 | 9.0e-03 | 4.6 | -5.4 | 7.5e-08 | 0.07 | 0.35 | 0.35 | FALSE |
4 | GTEx | Adipose Subcutaneous | OR7E14P | 0.10 | 0.09 | lasso | 5 | 0.10 | 1.2e-08 | -6.3 | -7.8 | 8.5e-15 | -0.08 | 0.99 | 0.01 | FALSE |
5 | GTEx | Adipose Subcutaneous | RP1-239B22.5 | 0.11 | 0.06 | enet | 21 | 0.07 | 1.5e-06 | 9.8 | -7.8 | 5.9e-15 | -0.07 | 0.01 | 0.99 | FALSE |
6 | GTEx | Artery Coronary | OR7E14P | 0.19 | 0.01 | enet | 26 | 0.00 | 3.4e-01 | 7.5 | -5.4 | 8.2e-08 | -0.07 | 0.13 | 0.04 | FALSE |
7 | GTEx | Artery Tibial | RRAS2 | 0.08 | 0.06 | lasso | 5 | 0.07 | 5.7e-06 | 4.7 | -5.4 | 8.0e-08 | -0.01 | 0.55 | 0.42 | FALSE |
8 | GTEx | Artery Tibial | OR7E14P | 0.10 | 0.07 | lasso | 8 | 0.04 | 3.4e-04 | -5.9 | -5.5 | 2.8e-08 | -0.08 | 0.86 | 0.02 | FALSE |
9 | GTEx | Artery Tibial | KCNJ11 | 0.18 | 0.19 | lasso | 6 | 0.19 | 1.6e-14 | -7.1 | -7.6 | 2.8e-14 | -0.01 | 1.00 | 0.00 | FALSE |
10 | GTEx | Brain Cerebellum | COPB1 | 0.16 | 0.09 | lasso | 8 | 0.06 | 9.3e-03 | -5.0 | 5.3 | 1.2e-07 | -0.02 | 0.05 | 0.80 | FALSE |
11 | GTEx | Brain Cortex | NUCB2 | 0.21 | 0.12 | lasso | 4 | 0.10 | 1.1e-03 | -6.7 | 7.2 | 6.2e-13 | 0.03 | 0.32 | 0.16 | FALSE |
12 | GTEx | Brain Cortex | KCNJ11 | 0.17 | 0.01 | enet | 24 | 0.06 | 7.7e-03 | -6.9 | 7.4 | 1.3e-13 | 0.04 | 0.08 | 0.56 | FALSE |
13 | GTEx | Breast Mammary Tissue (Female) | OR7E14P | 0.19 | 0.07 | lasso | 6 | 0.07 | 3.4e-03 | 6.3 | -7.8 | 6.7e-15 | -0.08 | 0.17 | 0.08 | FALSE |
14 | GTEx | Cells EBV-transformed lymphocytes | NUCB2 | 0.36 | 0.23 | lasso | 6 | 0.24 | 2.6e-08 | -7.1 | -7.2 | 5.2e-13 | -0.07 | 0.94 | 0.02 | FALSE |
15 | GTEx | Cells Transformed fibroblasts | PIK3C2A | 0.10 | 0.08 | lasso | 4 | 0.08 | 1.3e-06 | 6.0 | -6.8 | 1.1e-11 | -0.08 | 0.84 | 0.04 | FALSE |
16 | GTEx | Cells Transformed fibroblasts | NUCB2 | 0.13 | 0.11 | lasso | 2 | 0.09 | 1.7e-07 | -7.2 | -7.3 | 3.2e-13 | -0.08 | 0.98 | 0.01 | FALSE |
17 | GTEx | Cells Transformed fibroblasts | COPB1 | 0.07 | 0.02 | lasso | 13 | 0.02 | 7.9e-03 | -4.7 | 6.0 | 2.1e-09 | -0.05 | 0.15 | 0.82 | TRUE |
18 | GTEx | Colon Transverse | NUCB2 | 0.13 | 0.09 | lasso | 6 | 0.06 | 9.6e-04 | -6.3 | -7.4 | 1.5e-13 | -0.08 | 0.83 | 0.04 | FALSE |
19 | GTEx | Esophagus Gastroesophageal Junction | KCNJ11 | 0.20 | 0.15 | lasso | 7 | 0.18 | 4.0e-07 | -7.6 | -6.3 | 2.2e-10 | 0.03 | 0.58 | 0.05 | FALSE |
20 | GTEx | Esophagus Mucosa | NUCB2 | 0.08 | 0.03 | lasso | 4 | 0.04 | 8.8e-04 | 6.3 | -7.0 | 2.4e-12 | -0.08 | 0.67 | 0.05 | FALSE |
21 | GTEx | Esophagus Mucosa | OR7E14P | 0.33 | 0.32 | enet | 31 | 0.41 | 1.6e-29 | -6.9 | -6.1 | 8.4e-10 | -0.08 | 1.00 | 0.00 | FALSE |
22 | GTEx | Esophagus Mucosa | KCNJ11 | 0.27 | 0.16 | lasso | 8 | 0.22 | 1.6e-14 | -6.7 | -9.1 | 1.1e-19 | -0.05 | 0.26 | 0.74 | FALSE |
23 | GTEx | Esophagus Mucosa | NCR3LG1 | 0.38 | 0.38 | enet | 39 | 0.42 | 3.7e-30 | -6.7 | -8.7 | 4.6e-18 | -0.05 | 1.00 | 0.00 | FALSE |
24 | GTEx | Esophagus Mucosa | RP1-239B22.5 | 0.28 | 0.28 | enet | 47 | 0.32 | 2.9e-22 | -6.7 | -8.8 | 9.1e-19 | -0.07 | 0.96 | 0.04 | FALSE |
25 | GTEx | Esophagus Muscularis | RP1-239B22.5 | 0.06 | 0.08 | enet | 8 | 0.08 | 1.3e-05 | -6.3 | -6.7 | 2.3e-11 | -0.08 | 0.69 | 0.10 | FALSE |
26 | GTEx | Heart Atrial Appendage | OR7E14P | 0.14 | 0.02 | lasso | 1 | 0.03 | 1.7e-02 | -6.3 | -6.3 | 3.5e-10 | -0.08 | 0.12 | 0.27 | FALSE |
27 | GTEx | Heart Left Ventricle | OR7E14P | 0.08 | 0.06 | enet | 18 | 0.07 | 1.2e-04 | -5.9 | -5.2 | 1.8e-07 | -0.04 | 0.25 | 0.19 | FALSE |
28 | GTEx | Liver | SOX6 | 0.51 | 0.39 | enet | 31 | 0.36 | 6.1e-11 | 8.0 | -5.8 | 8.7e-09 | -0.53 | 0.83 | 0.15 | FALSE |
29 | GTEx | Muscle Skeletal | OR7E14P | 0.05 | 0.04 | enet | 13 | 0.03 | 7.5e-04 | -6.3 | -6.2 | 4.3e-10 | -0.09 | 0.92 | 0.01 | FALSE |
30 | GTEx | Nerve Tibial | OR7E14P | 0.18 | 0.28 | lasso | 3 | 0.28 | 9.5e-20 | 6.3 | -6.3 | 2.5e-10 | -0.08 | 1.00 | 0.00 | FALSE |
31 | GTEx | Nerve Tibial | RP1-239B22.5 | 0.11 | 0.08 | lasso | 2 | 0.08 | 2.9e-06 | -5.7 | -8.8 | 2.2e-18 | -0.01 | 0.02 | 0.95 | FALSE |
32 | GTEx | Ovary | NUCB2 | 0.31 | -0.01 | enet | 35 | 0.01 | 2.0e-01 | -6.3 | -5.7 | 1.1e-08 | -0.01 | 0.09 | 0.24 | FALSE |
33 | GTEx | Skin Not Sun Exposed Suprapubic | KCNJ11 | 0.18 | 0.07 | lasso | 6 | 0.12 | 7.0e-07 | 9.8 | -9.8 | 1.2e-22 | -0.06 | 0.01 | 0.99 | FALSE |
34 | GTEx | Skin Sun Exposed Lower leg | SOX6 | 0.08 | 0.00 | lasso | 7 | 0.00 | 3.1e-01 | -3.3 | -6.4 | 1.5e-10 | -0.36 | 0.04 | 0.64 | FALSE |
35 | GTEx | Skin Sun Exposed Lower leg | KCNJ11 | 0.23 | 0.09 | lasso | 10 | 0.12 | 1.7e-10 | 10.1 | -10.1 | 3.4e-24 | -0.04 | 0.00 | 1.00 | FALSE |
36 | GTEx | Skin Sun Exposed Lower leg | NCR3LG1 | 0.12 | 0.12 | lasso | 5 | 0.13 | 5.0e-11 | -7.6 | -7.3 | 3.0e-13 | -0.02 | 0.98 | 0.02 | FALSE |
37 | GTEx | Skin Sun Exposed Lower leg | RP1-239B22.5 | 0.06 | 0.06 | lasso | 2 | 0.07 | 8.6e-07 | -7.6 | -9.7 | 3.1e-22 | -0.05 | 0.02 | 0.98 | FALSE |
38 | GTEx | Spleen | NUCB2 | 0.20 | 0.21 | lasso | 2 | 0.17 | 4.2e-05 | -7.1 | -7.2 | 6.7e-13 | -0.07 | 0.23 | 0.24 | FALSE |
39 | GTEx | Stomach | OR7E14P | 0.23 | 0.07 | enet | 25 | 0.01 | 7.5e-02 | -6.3 | -7.3 | 2.4e-13 | -0.07 | 0.65 | 0.08 | FALSE |
40 | GTEx | Testis | NUCB2 | 0.28 | 0.13 | lasso | 9 | 0.10 | 2.5e-05 | -7.2 | 7.0 | 3.5e-12 | 0.07 | 0.61 | 0.02 | FALSE |
41 | GTEx | Testis | RRAS2 | 0.18 | 0.13 | enet | 19 | 0.15 | 2.7e-07 | 4.6 | -5.4 | 7.3e-08 | 0.01 | 0.56 | 0.43 | FALSE |
42 | GTEx | Testis | OR7E14P | 0.38 | 0.33 | lasso | 6 | 0.32 | 7.1e-15 | 6.3 | -6.2 | 5.5e-10 | -0.07 | 1.00 | 0.00 | FALSE |
43 | GTEx | Thyroid | NUCB2 | 0.07 | 0.02 | lasso | 4 | 0.02 | 1.3e-02 | -6.9 | -7.3 | 2.6e-13 | -0.06 | 0.21 | 0.05 | FALSE |
44 | GTEx | Thyroid | RRAS2 | 0.09 | 0.02 | enet | 8 | 0.07 | 7.6e-06 | 3.7 | -5.3 | 1.2e-07 | 0.01 | 0.39 | 0.35 | FALSE |
45 | GTEx | Thyroid | RP1-239B22.5 | 0.08 | 0.07 | enet | 16 | 0.08 | 1.8e-06 | 10.1 | -9.9 | 6.1e-23 | -0.07 | 0.00 | 0.99 | FALSE |
46 | GTEx | Whole Blood | ARNTL | 0.12 | 0.10 | enet | 26 | 0.10 | 2.5e-09 | -5.5 | -5.3 | 9.5e-08 | 0.02 | 0.15 | 0.85 | TRUE |
47 | METSIM | Adipose | COPB1 | 0.06 | 0.01 | bslmm | 362 | 0.02 | 2.9e-04 | 4.2 | 5.6 | 2.5e-08 | -0.01 | 0.06 | 0.52 | FALSE |
48 | METSIM | Adipose | NUCB2 | 0.05 | 0.07 | enet | 10 | 0.05 | 4.0e-08 | -7.2 | -7.2 | 4.6e-13 | -0.09 | 0.77 | 0.23 | FALSE |
49 | NTR | Blood | COPB1 | 0.02 | 0.01 | enet | 6 | 0.01 | 1.1e-05 | -3.7 | 5.1 | 2.7e-07 | -0.06 | 0.64 | 0.29 | FALSE |
50 | NTR | Blood | SPON1 | 0.05 | 0.02 | blup | 507 | 0.04 | 2.4e-13 | -4.8 | 5.7 | 1.4e-08 | 0.01 | 0.64 | 0.36 | FALSE |
51 | ROSMAP | Brain Pre-frontal Cortex | NUCB2 | 0.23 | 0.32 | lasso | 5 | 0.31 | 8.1e-41 | -7.0 | 7.2 | 5.5e-13 | 0.04 | 1.00 | 0.00 | FALSE |
52 | ROSMAP | Brain Pre-frontal Cortex | OR7E14P | 0.04 | 0.04 | lasso | 4 | 0.04 | 9.1e-06 | -6.3 | -7.0 | 3.4e-12 | -0.07 | 0.89 | 0.07 | FALSE |
53 | ROSMAP | Brain Pre-frontal Cortex | KCNJ11 | 0.05 | 0.06 | enet | 6 | 0.05 | 3.0e-07 | 7.9 | 7.3 | 2.0e-13 | 0.09 | 0.18 | 0.81 | FALSE |
54 | YFS | Blood | NUCB2 | 0.12 | 0.13 | lasso | 4 | 0.14 | 2.7e-44 | -6.9 | -5.3 | 9.8e-08 | -0.06 | 1.00 | 0.00 | FALSE |
55 | The Cancer Genome Atlas | Bladder Urothelial Carcinoma | DKFZp686O24166 | 0.04 | 0.00 | blup | 71 | 0.02 | 7.1e-03 | -7.5 | -10.1 | 8.6e-24 | -0.04 | 0.01 | 0.82 | FALSE |
56 | The Cancer Genome Atlas | Cervical Squamous Cell Carcinoma | DKFZp686O24166 | 0.08 | 0.04 | blup | 72 | 0.01 | 1.4e-01 | -7.5 | -7.5 | 9.3e-14 | -0.04 | 0.03 | 0.09 | FALSE |
57 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | DKFZp686O24166 | 0.05 | 0.03 | blup | 71 | 0.04 | 1.2e-05 | -7.5 | -9.9 | 2.6e-23 | -0.06 | 0.01 | 0.98 | FALSE |
58 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | DKFZp686O24166 | 0.03 | 0.01 | blup | 72 | 0.03 | 2.4e-04 | 10.2 | -10.6 | 3.8e-26 | -0.05 | 0.01 | 0.96 | TRUE |
59 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | NUCB2 | 0.10 | 0.04 | enet | 8 | 0.05 | 2.6e-06 | -6.6 | -9.2 | 4.0e-20 | -0.05 | 0.66 | 0.14 | FALSE |
60 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | DKFZp686O24166 | 0.08 | 0.07 | lasso | 4 | 0.05 | 1.2e-03 | -7.5 | -9.2 | 4.2e-20 | -0.05 | 0.03 | 0.92 | FALSE |
61 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | PIK3C2A | 0.05 | 0.01 | blup | 52 | 0.03 | 7.2e-03 | 8.1 | -8.4 | 5.7e-17 | -0.07 | 0.02 | 0.64 | FALSE |
62 | The Cancer Genome Atlas | Liver Hepatocellular Carcinoma | SOX6 | 0.21 | 0.05 | lasso | 5 | 0.09 | 3.5e-05 | 8.0 | -5.9 | 3.2e-09 | -0.35 | 0.59 | 0.03 | TRUE |
63 | The Cancer Genome Atlas | Lung Adenocarcinoma | DKFZp686O24166 | 0.04 | 0.01 | blup | 71 | 0.02 | 1.5e-03 | 8.7 | -7.7 | 1.6e-14 | -0.08 | 0.01 | 0.88 | FALSE |
64 | The Cancer Genome Atlas | Pancreatic Adenocarcinoma | SOX6 | 0.12 | -0.01 | blup | 250 | 0.02 | 3.1e-02 | 2.7 | -7.4 | 1.4e-13 | -0.46 | 0.05 | 0.12 | TRUE |
65 | The Cancer Genome Atlas | Prostate Adenocarcinoma | NUCB2 | 0.17 | 0.06 | blup | 66 | 0.06 | 2.8e-07 | 7.9 | 8.4 | 4.4e-17 | 0.05 | 0.75 | 0.25 | FALSE |
66 | The Cancer Genome Atlas | Skin Cutaneous Melanoma | PIK3C2A | 0.10 | 0.09 | lasso | 7 | 0.09 | 2.7e-03 | -6.3 | -6.0 | 1.5e-09 | -0.08 | 0.05 | 0.15 | FALSE |
67 | The Cancer Genome Atlas | Thyroid Carcinoma | DKFZp686O24166 | 0.05 | 0.01 | blup | 72 | 0.02 | 5.1e-03 | -1.7 | -5.7 | 9.3e-09 | -0.11 | 0.01 | 0.85 | FALSE |
68 | The Cancer Genome Atlas | Thyroid Carcinoma | KCNJ11 | 0.04 | 0.01 | enet | 9 | 0.02 | 4.9e-03 | -6.1 | 5.7 | 9.4e-09 | -0.01 | 0.03 | 0.05 | FALSE |
69 | The Cancer Genome Atlas | Thyroid Carcinoma | PIK3C2A | 0.08 | 0.05 | lasso | 3 | 0.05 | 9.6e-06 | 8.1 | -7.8 | 7.3e-15 | -0.03 | 0.00 | 0.99 | FALSE |