Best TWAS P=4.25e-209 · Best GWAS P=4.69e-293 conditioned to NaN
# | 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 | ACYP2 | 0.06 | 0.02 | blup | 561 | 0.03 | 4.8e-05 | -4.71 | 6.4 | 1.6e-10 | -0.08 | 0.63 | 0.14 | FALSE |
2 | CommonMind | Brain Pre-frontal Cortex | C2orf73 | 0.06 | 0.01 | lasso | 5 | 0.03 | 2.0e-04 | -7.22 | 8.0 | 1.4e-15 | -0.09 | 0.43 | 0.11 | FALSE |
3 | CommonMind | Brain Pre-frontal Cortex | EFEMP1 | 0.31 | 0.08 | bslmm | 493 | 0.24 | 1.4e-28 | 5.56 | -5.9 | 4.5e-09 | 0.43 | 1.00 | 0.00 | FALSE |
4 | GTEx | Artery Tibial | EML6 | 0.24 | 0.16 | lasso | 7 | 0.22 | 2.9e-17 | -6.09 | -6.9 | 4.8e-12 | -0.01 | 0.98 | 0.02 | FALSE |
5 | GTEx | Artery Tibial | AC008280.3 | 0.09 | 0.05 | lasso | 4 | 0.06 | 2.6e-05 | -4.82 | 6.1 | 1.1e-09 | -0.04 | 0.62 | 0.13 | FALSE |
6 | GTEx | Brain Caudate basal ganglia | HMGB1P31 | 0.31 | 0.23 | lasso | 5 | 0.19 | 3.8e-06 | -7.87 | -8.3 | 8.3e-17 | 0.05 | 0.24 | 0.32 | FALSE |
7 | GTEx | Brain Cortex | HMGB1P31 | 0.14 | 0.00 | enet | 19 | 0.02 | 1.1e-01 | -4.25 | -7.3 | 3.1e-13 | 0.11 | 0.13 | 0.28 | FALSE |
8 | GTEx | Brain Frontal Cortex BA9 | SPTBN1 | 0.25 | 0.00 | enet | 23 | 0.07 | 6.5e-03 | 0.23 | -6.0 | 2.0e-09 | 0.05 | 0.08 | 0.20 | TRUE |
9 | GTEx | Brain Frontal Cortex BA9 | EFEMP1 | 0.19 | 0.10 | lasso | 8 | 0.08 | 3.7e-03 | -30.99 | -30.9 | 4.2e-209 | 0.78 | 0.04 | 0.70 | TRUE |
10 | GTEx | Brain Frontal Cortex BA9 | HMGB1P31 | 0.17 | 0.03 | enet | 9 | 0.07 | 7.3e-03 | -7.87 | -8.1 | 8.2e-16 | 0.06 | 0.13 | 0.43 | FALSE |
11 | GTEx | Brain Hippocampus | HMGB1P31 | 0.23 | 0.18 | lasso | 4 | 0.23 | 4.3e-06 | -7.73 | -6.6 | 5.3e-11 | 0.12 | 0.21 | 0.42 | FALSE |
12 | GTEx | Brain Putamen basal ganglia | HMGB1P31 | 0.24 | 0.07 | enet | 16 | 0.08 | 5.8e-03 | -3.87 | -6.2 | 4.5e-10 | 0.11 | 0.13 | 0.35 | FALSE |
13 | GTEx | Breast Mammary Tissue | HMGB1P31 | 0.15 | 0.08 | lasso | 2 | 0.10 | 1.1e-05 | -5.15 | -7.0 | 2.4e-12 | 0.14 | 0.30 | 0.68 | FALSE |
14 | GTEx | Breast Mammary Tissue (Male) | HMGB1P31 | 0.17 | 0.09 | lasso | 1 | 0.07 | 1.3e-02 | -6.91 | -6.9 | 4.9e-12 | 0.10 | 0.10 | 0.59 | FALSE |
15 | GTEx | Breast Mammary Tissue (Female) | SPTBN1 | 0.15 | -0.01 | lasso | 3 | 0.00 | 4.7e-01 | -5.15 | -5.8 | 7.2e-09 | 0.14 | 0.07 | 0.12 | FALSE |
16 | GTEx | Cells EBV-transformed lymphocytes | PNPT1 | 0.36 | 0.16 | enet | 24 | 0.04 | 1.7e-02 | 1.34 | -6.1 | 9.9e-10 | 0.15 | 0.46 | 0.03 | TRUE |
17 | GTEx | Cells Transformed fibroblasts | EFEMP1 | 0.11 | 0.00 | enet | 22 | 0.05 | 1.1e-04 | 1.10 | -18.2 | 4.8e-74 | 0.39 | 0.16 | 0.57 | TRUE |
18 | GTEx | Cells Transformed fibroblasts | ACYP2 | 0.20 | 0.09 | enet | 11 | 0.19 | 2.5e-14 | -4.02 | 5.6 | 2.4e-08 | -0.10 | 1.00 | 0.00 | FALSE |
19 | GTEx | Cells Transformed fibroblasts | HMGB1P31 | 0.12 | 0.03 | lasso | 3 | 0.06 | 2.6e-05 | -3.87 | -6.9 | 5.8e-12 | 0.07 | 0.57 | 0.29 | FALSE |
20 | GTEx | Colon Sigmoid | ACYP2 | 0.35 | 0.09 | enet | 21 | 0.18 | 4.6e-07 | -1.09 | 5.9 | 4.0e-09 | -0.07 | 0.93 | 0.03 | FALSE |
21 | GTEx | Colon Sigmoid | RP11-477N3.1 | 0.22 | 0.00 | lasso | 5 | 0.00 | 3.1e-01 | -4.46 | 6.3 | 2.2e-10 | -0.07 | 0.06 | 0.34 | FALSE |
22 | GTEx | Colon Transverse | RP11-477N3.1 | 0.20 | 0.03 | lasso | 7 | 0.08 | 1.8e-04 | -5.90 | 8.3 | 1.2e-16 | -0.12 | 0.07 | 0.77 | FALSE |
23 | GTEx | Esophagus Muscularis | ACYP2 | 0.24 | 0.25 | enet | 21 | 0.25 | 2.5e-15 | 2.90 | 5.2 | 2.5e-07 | -0.10 | 1.00 | 0.00 | FALSE |
24 | GTEx | Esophagus Muscularis | EML6 | 0.35 | 0.35 | lasso | 7 | 0.36 | 6.9e-23 | -6.09 | -5.7 | 1.2e-08 | -0.05 | 1.00 | 0.00 | FALSE |
25 | GTEx | Esophagus Muscularis | RP11-477N3.1 | 0.21 | 0.10 | lasso | 5 | 0.15 | 1.5e-09 | -7.87 | 7.9 | 2.4e-15 | -0.07 | 0.23 | 0.77 | FALSE |
26 | GTEx | Heart Atrial Appendage | RTN4 | 0.14 | 0.08 | enet | 23 | 0.05 | 2.9e-03 | -4.92 | -5.3 | 9.5e-08 | -0.04 | 0.22 | 0.04 | TRUE |
27 | GTEx | Heart Atrial Appendage | AC008280.3 | 0.13 | 0.00 | enet | 21 | 0.08 | 2.4e-04 | -7.87 | 6.8 | 7.9e-12 | -0.08 | 0.07 | 0.13 | FALSE |
28 | GTEx | Heart Left Ventricle | RP11-477N3.1 | 0.32 | 0.10 | enet | 26 | 0.24 | 8.1e-13 | -6.83 | 5.3 | 1.1e-07 | -0.06 | 0.65 | 0.26 | FALSE |
29 | GTEx | Liver | HMGB1P31 | 0.18 | 0.03 | enet | 9 | 0.05 | 1.9e-02 | 4.89 | -8.1 | 6.1e-16 | 0.05 | 0.08 | 0.14 | FALSE |
30 | GTEx | Muscle Skeletal | RTN4 | 0.09 | 0.04 | enet | 7 | 0.04 | 6.6e-05 | 2.25 | -5.2 | 2.2e-07 | 0.01 | 0.72 | 0.01 | FALSE |
31 | GTEx | Muscle Skeletal | HMGB1P31 | 0.26 | 0.17 | enet | 31 | 0.22 | 4.7e-21 | -7.87 | -5.7 | 1.3e-08 | 0.09 | 0.58 | 0.42 | FALSE |
32 | GTEx | Nerve Tibial | ACYP2 | 0.12 | 0.04 | enet | 22 | 0.07 | 1.4e-05 | -5.15 | 5.2 | 2.5e-07 | -0.07 | 0.76 | 0.16 | FALSE |
33 | GTEx | Pancreas | HMGB1P31 | 0.30 | 0.15 | lasso | 10 | 0.14 | 1.7e-06 | -6.83 | -6.1 | 1.2e-09 | 0.14 | 0.28 | 0.70 | FALSE |
34 | GTEx | Skin Not Sun Exposed Suprapubic | ACYP2 | 0.09 | 0.10 | lasso | 2 | 0.09 | 1.5e-05 | -5.15 | 5.5 | 3.4e-08 | -0.14 | 0.43 | 0.54 | FALSE |
35 | GTEx | Skin Sun Exposed Lower leg | SMEK2 | 0.08 | 0.09 | lasso | 4 | 0.08 | 4.6e-07 | 8.22 | 6.3 | 2.6e-10 | -0.06 | 0.92 | 0.01 | FALSE |
36 | GTEx | Skin Sun Exposed Lower leg | RP11-477N3.1 | 0.11 | 0.04 | lasso | 4 | 0.06 | 6.7e-06 | 3.18 | 6.3 | 3.6e-10 | 0.03 | 0.14 | 0.66 | FALSE |
37 | GTEx | Small Intestine Terminal Ileum | RP11-554J4.1 | 0.39 | 0.06 | lasso | 10 | 0.16 | 1.8e-04 | 1.98 | 5.3 | 1.4e-07 | -0.01 | 0.08 | 0.05 | FALSE |
38 | GTEx | Stomach | SMEK2 | 0.14 | 0.02 | enet | 19 | 0.04 | 3.9e-03 | 1.06 | -8.4 | 5.4e-17 | 0.08 | 0.10 | 0.04 | TRUE |
39 | GTEx | Stomach | ACYP2 | 0.16 | 0.04 | lasso | 7 | 0.06 | 1.1e-03 | -4.25 | 5.1 | 2.8e-07 | -0.13 | 0.61 | 0.25 | FALSE |
40 | GTEx | Stomach | HMGB1P31 | 0.11 | 0.07 | lasso | 4 | 0.07 | 3.1e-04 | -5.29 | -8.6 | 7.2e-18 | 0.09 | 0.19 | 0.63 | TRUE |
41 | GTEx | Testis | ACYP2 | 0.12 | 0.07 | lasso | 5 | 0.07 | 3.3e-04 | 4.36 | 5.2 | 2.6e-07 | -0.11 | 0.59 | 0.23 | FALSE |
42 | GTEx | Testis | HMGB1P31 | 0.17 | 0.01 | enet | 21 | 0.02 | 4.6e-02 | -7.87 | -6.3 | 3.9e-10 | 0.05 | 0.21 | 0.36 | FALSE |
43 | GTEx | Thyroid | RTN4 | 0.60 | 0.43 | enet | 38 | 0.63 | 1.5e-61 | -6.29 | -5.1 | 2.8e-07 | -0.04 | 1.00 | 0.00 | FALSE |
44 | GTEx | Thyroid | SMEK2 | 0.13 | 0.09 | lasso | 4 | 0.07 | 6.8e-06 | 8.29 | 6.2 | 5.2e-10 | -0.07 | 0.96 | 0.00 | TRUE |
45 | GTEx | Thyroid | ACYP2 | 0.13 | 0.06 | lasso | 6 | 0.08 | 1.8e-06 | 4.36 | 5.3 | 1.3e-07 | -0.12 | 0.98 | 0.02 | FALSE |
46 | GTEx | Whole Blood | RP11-554J4.1 | 0.13 | 0.03 | lasso | 5 | 0.03 | 6.4e-04 | -8.21 | -12.3 | 6.1e-35 | 0.08 | 0.16 | 0.13 | FALSE |
47 | METSIM | Adipose | CCDC104 | 0.06 | 0.04 | blup | 440 | 0.02 | 3.3e-04 | 0.87 | -8.1 | 4.2e-16 | 0.21 | 0.71 | 0.05 | TRUE |
48 | METSIM | Adipose | EFEMP1 | 0.03 | 0.01 | lasso | 2 | 0.01 | 2.8e-03 | 11.61 | -8.9 | 8.1e-19 | -0.15 | 0.09 | 0.03 | TRUE |
49 | NTR | Blood | PNPT1 | 0.02 | 0.01 | enet | 21 | 0.02 | 7.7e-06 | 1.64 | -5.5 | 4.6e-08 | 0.09 | 0.94 | 0.00 | FALSE |
50 | ROSMAP | Brain Pre-frontal Cortex | PSME4 | 0.07 | 0.08 | enet | 21 | 0.09 | 3.9e-11 | -7.32 | 7.2 | 7.1e-13 | -0.09 | 0.06 | 0.94 | FALSE |
51 | ROSMAP | Brain Pre-frontal Cortex | ERLEC1 | 0.03 | 0.00 | blup | 467 | 0.01 | 5.1e-03 | -8.53 | -5.4 | 6.9e-08 | 0.11 | 0.05 | 0.90 | FALSE |
52 | ROSMAP | Brain Pre-frontal Cortex | EFEMP1 | 0.29 | 0.14 | enet | 37 | 0.19 | 2.2e-24 | -16.71 | -16.1 | 5.3e-58 | 0.64 | 1.00 | 0.00 | TRUE |
53 | ROSMAP | Brain Pre-frontal Cortex | PNPT1 | 0.06 | 0.01 | blup | 464 | 0.01 | 1.1e-02 | 5.45 | 12.1 | 1.2e-33 | -0.12 | 0.76 | 0.01 | TRUE |
54 | ROSMAP | Brain Pre-frontal Cortex | SMEK2 | 0.07 | 0.05 | lasso | 2 | 0.04 | 6.3e-06 | 4.84 | -5.5 | 3.0e-08 | 0.02 | 0.75 | 0.01 | FALSE |
55 | ROSMAP | Brain Pre-frontal Cortex | AC092839.1 | 0.10 | 0.07 | enet | 17 | 0.09 | 4.3e-12 | 5.79 | 7.5 | 6.9e-14 | -0.01 | 1.00 | 0.00 | FALSE |
56 | YFS | Blood | PSME4 | 0.04 | 0.02 | enet | 20 | 0.04 | 1.1e-11 | -7.83 | -6.3 | 3.9e-10 | 0.12 | 0.04 | 0.96 | FALSE |
57 | YFS | Blood | SMEK2 | 0.07 | 0.04 | enet | 34 | 0.05 | 7.1e-17 | 0.33 | 10.2 | 2.0e-24 | -0.24 | 1.00 | 0.00 | FALSE |
58 | The Cancer Genome Atlas | Bladder Urothelial Carcinoma | PSME4 | 0.05 | 0.02 | blup | 65 | 0.02 | 8.9e-03 | -7.46 | -6.2 | 7.6e-10 | 0.05 | 0.02 | 0.78 | FALSE |
59 | The Cancer Genome Atlas | Breast Invasive Carcinoma | ACYP2 | 0.02 | 0.00 | blup | 122 | 0.01 | 2.0e-02 | -5.61 | 6.4 | 1.6e-10 | -0.12 | 0.25 | 0.07 | FALSE |
60 | The Cancer Genome Atlas | Breast Invasive Carcinoma | C2orf73 | 0.12 | 0.09 | lasso | 6 | 0.12 | 1.4e-22 | -7.22 | 6.7 | 2.7e-11 | -0.10 | 0.50 | 0.50 | FALSE |
61 | The Cancer Genome Atlas | Breast Invasive Carcinoma | EFEMP1 | 0.02 | 0.01 | blup | 79 | 0.02 | 3.9e-05 | -36.59 | 17.0 | 3.8e-65 | -0.73 | 0.00 | 1.00 | TRUE |
62 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | EML6 | 0.14 | 0.13 | lasso | 4 | 0.13 | 1.0e-14 | 5.17 | 5.4 | 7.4e-08 | 0.03 | 1.00 | 0.00 | FALSE |
63 | The Cancer Genome Atlas | Brain Lower Grade Glioma | ACYP2 | 0.06 | 0.04 | lasso | 3 | 0.03 | 1.3e-04 | -5.61 | 5.5 | 5.0e-08 | -0.10 | 0.87 | 0.01 | FALSE |
64 | The Cancer Genome Atlas | Brain Lower Grade Glioma | C2orf73 | 0.19 | 0.08 | lasso | 6 | 0.16 | 2.8e-18 | 3.13 | 5.9 | 3.9e-09 | -0.08 | 0.92 | 0.08 | FALSE |
65 | The Cancer Genome Atlas | Brain Lower Grade Glioma | SPTBN1 | 0.10 | 0.04 | lasso | 3 | 0.05 | 2.1e-06 | 3.80 | 5.8 | 6.6e-09 | -0.03 | 0.82 | 0.02 | FALSE |
66 | The Cancer Genome Atlas | Brain Lower Grade Glioma | TSPYL6 | 0.09 | 0.05 | lasso | 5 | 0.06 | 2.8e-07 | 2.48 | -5.6 | 1.7e-08 | -0.08 | 0.42 | 0.55 | FALSE |
67 | The Cancer Genome Atlas | Lung Adenocarcinoma | C2orf73 | 0.05 | 0.02 | lasso | 7 | 0.04 | 3.9e-05 | -7.22 | 6.4 | 1.2e-10 | -0.06 | 0.21 | 0.36 | FALSE |
68 | The Cancer Genome Atlas | Lung Adenocarcinoma | RTN4 | 0.07 | 0.08 | blup | 100 | 0.08 | 1.9e-09 | 2.25 | -5.7 | 1.2e-08 | 0.04 | 1.00 | 0.00 | FALSE |
69 | The Cancer Genome Atlas | Ovarian Serous Cystadenocarcinoma | EML6 | 0.17 | 0.07 | enet | 5 | 0.07 | 2.5e-05 | -5.99 | -5.7 | 1.2e-08 | -0.05 | 0.71 | 0.02 | FALSE |
70 | The Cancer Genome Atlas | Pheochromocytoma and Paraganglioma | C2orf73 | 0.30 | 0.23 | blup | 70 | 0.21 | 9.8e-09 | -7.22 | 6.2 | 4.7e-10 | -0.11 | 0.49 | 0.51 | FALSE |
71 | The Cancer Genome Atlas | Pheochromocytoma and Paraganglioma | SPTBN1 | 0.15 | 0.07 | lasso | 3 | 0.05 | 5.2e-03 | -6.95 | 7.2 | 5.8e-13 | 0.04 | 0.06 | 0.29 | TRUE |
72 | The Cancer Genome Atlas | Prostate Adenocarcinoma | C2orf73 | 0.29 | 0.13 | lasso | 4 | 0.17 | 1.4e-17 | -7.21 | 6.0 | 1.5e-09 | -0.08 | 0.51 | 0.49 | FALSE |
73 | The Cancer Genome Atlas | Testicular Germ Cell Tumors | C2orf73 | 0.15 | 0.00 | enet | 13 | 0.06 | 3.8e-03 | -2.74 | 6.0 | 1.7e-09 | -0.08 | 0.04 | 0.24 | FALSE |
74 | The Cancer Genome Atlas | Thyroid Carcinoma | C2orf73 | 0.45 | 0.26 | lasso | 6 | 0.32 | 1.1e-31 | -7.22 | 6.4 | 1.7e-10 | -0.11 | 0.50 | 0.50 | FALSE |