Best TWAS P=5.21e-09 · Best GWAS P=7.79e-09 conditioned to 0.0135
# | 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 | FAM109B | 0.06 | 0.02 | blup | 337 | 0.03 | 7.4e-05 | -4.2 | 5.5 | 4.4e-08 | -0.57 | 0.19 | 0.81 | FALSE |
2 | CommonMind | Brain Pre-frontal Cortex | NAGA | 0.09 | 0.09 | blup | 336 | 0.13 | 1.2e-15 | -4.2 | 5.8 | 5.2e-09 | -0.68 | 0.35 | 0.65 | TRUE |
3 | GTEx | Adipose Subcutaneous | FAM109B | 0.06 | 0.04 | lasso | 3 | 0.03 | 1.1e-03 | -5.2 | 5.2 | 2.3e-07 | -0.64 | 0.10 | 0.84 | FALSE |
4 | GTEx | Adipose Visceral Omentum | SMDT1 | 0.48 | 0.57 | lasso | 5 | 0.57 | 1.5e-35 | -5.2 | 5.1 | 3.0e-07 | -0.64 | 0.10 | 0.90 | FALSE |
5 | GTEx | Adrenal Gland | SMDT1 | 0.28 | 0.22 | lasso | 2 | 0.20 | 1.3e-07 | -5.0 | 5.1 | 2.9e-07 | -0.65 | 0.13 | 0.85 | FALSE |
6 | GTEx | Artery Aorta | SMDT1 | 0.37 | 0.49 | lasso | 7 | 0.48 | 1.9e-29 | -5.1 | 5.2 | 2.0e-07 | -0.64 | 0.11 | 0.89 | FALSE |
7 | GTEx | Brain Cortex | FAM109B | 0.13 | 0.10 | enet | 14 | 0.09 | 2.2e-03 | -5.4 | 5.5 | 4.2e-08 | -0.62 | 0.08 | 0.73 | FALSE |
8 | GTEx | Brain Hypothalamus | CENPM | 0.54 | 0.28 | lasso | 3 | 0.26 | 8.5e-07 | -4.6 | -5.4 | 6.2e-08 | 0.76 | 0.06 | 0.76 | FALSE |
9 | GTEx | Breast Mammary Tissue | SMDT1 | 0.49 | 0.52 | lasso | 5 | 0.52 | 7.1e-31 | -5.1 | 5.2 | 2.4e-07 | -0.64 | 0.11 | 0.89 | FALSE |
10 | GTEx | Breast Mammary Tissue (Female) | SMDT1 | 0.50 | 0.38 | lasso | 5 | 0.36 | 1.1e-11 | -5.1 | 5.1 | 3.0e-07 | -0.63 | 0.11 | 0.89 | FALSE |
11 | GTEx | Cells EBV-transformed lymphocytes | SMDT1 | 0.42 | 0.48 | lasso | 3 | 0.48 | 1.2e-17 | -5.1 | 5.1 | 2.6e-07 | -0.64 | 0.11 | 0.89 | FALSE |
12 | GTEx | Cells Transformed fibroblasts | FAM109B | 0.17 | 0.07 | lasso | 6 | 0.07 | 4.3e-06 | -5.4 | -5.4 | 7.9e-08 | 0.65 | 0.06 | 0.92 | FALSE |
13 | GTEx | Cells Transformed fibroblasts | SMDT1 | 0.25 | 0.32 | lasso | 3 | 0.32 | 2.7e-24 | -5.1 | 5.2 | 2.5e-07 | -0.64 | 0.11 | 0.89 | FALSE |
14 | GTEx | Esophagus Muscularis | FAM109B | 0.15 | 0.08 | lasso | 4 | 0.06 | 1.8e-04 | -5.2 | 5.2 | 2.0e-07 | -0.66 | 0.10 | 0.85 | FALSE |
15 | GTEx | Heart Atrial Appendage | RP4-669P10.16 | 0.08 | 0.11 | lasso | 8 | 0.11 | 1.3e-05 | -5.3 | 5.2 | 1.6e-07 | -0.64 | 0.09 | 0.89 | FALSE |
16 | GTEx | Lung | CYP2D7P1 | 0.20 | 0.00 | lasso | 8 | 0.00 | 4.2e-01 | 4.1 | 5.6 | 2.0e-08 | -0.70 | 0.03 | 0.54 | FALSE |
17 | GTEx | Muscle Skeletal | SMDT1 | 0.17 | 0.26 | enet | 17 | 0.28 | 1.3e-27 | -5.2 | 5.4 | 5.1e-08 | -0.71 | 0.10 | 0.90 | FALSE |
18 | GTEx | Nerve Tibial | RP4-669P10.16 | 0.06 | 0.08 | lasso | 2 | 0.05 | 1.2e-04 | -5.3 | 5.3 | 1.1e-07 | -0.63 | 0.07 | 0.92 | FALSE |
19 | GTEx | Ovary | RP4-669P10.16 | 0.24 | 0.34 | lasso | 6 | 0.30 | 4.0e-08 | -5.2 | 5.1 | 2.9e-07 | -0.65 | 0.10 | 0.89 | FALSE |
20 | GTEx | Skin Not Sun Exposed Suprapubic | SMDT1 | 0.46 | 0.54 | lasso | 8 | 0.53 | 7.4e-34 | -5.1 | 5.1 | 2.9e-07 | -0.64 | 0.11 | 0.89 | FALSE |
21 | GTEx | Skin Not Sun Exposed Suprapubic | NAGA | 0.13 | 0.06 | lasso | 3 | 0.07 | 1.4e-04 | 4.8 | 5.4 | 6.7e-08 | -0.34 | 0.15 | 0.31 | FALSE |
22 | GTEx | Spleen | SMDT1 | 0.71 | 0.74 | lasso | 2 | 0.73 | 1.1e-26 | -5.1 | 5.1 | 2.8e-07 | -0.64 | 0.11 | 0.89 | FALSE |
23 | GTEx | Stomach | SMDT1 | 0.47 | 0.52 | enet | 12 | 0.51 | 3.3e-28 | -5.2 | 5.1 | 2.9e-07 | -0.64 | 0.10 | 0.90 | FALSE |
24 | GTEx | Stomach | CYP2D7P1 | 0.22 | 0.10 | lasso | 14 | 0.07 | 2.7e-04 | -5.1 | 5.7 | 1.1e-08 | -0.60 | 0.10 | 0.82 | FALSE |
25 | GTEx | Stomach | NDUFA6-AS1 | 0.20 | 0.19 | lasso | 1 | 0.17 | 1.9e-08 | -5.2 | 5.2 | 1.9e-07 | -0.64 | 0.10 | 0.90 | FALSE |
26 | GTEx | Testis | RP4-669P10.16 | 0.35 | 0.33 | enet | 28 | 0.36 | 8.9e-17 | -5.1 | 5.5 | 4.0e-08 | -0.63 | 0.10 | 0.90 | FALSE |
27 | GTEx | Thyroid | FAM109B | 0.07 | 0.06 | lasso | 9 | 0.05 | 2.1e-04 | -5.2 | 5.1 | 2.8e-07 | -0.64 | 0.10 | 0.89 | FALSE |
28 | GTEx | Thyroid | SMDT1 | 0.36 | 0.44 | lasso | 4 | 0.44 | 7.8e-37 | -5.1 | 5.1 | 3.0e-07 | -0.64 | 0.11 | 0.88 | FALSE |
29 | GTEx | Thyroid | RP4-669P10.16 | 0.17 | 0.10 | enet | 16 | 0.08 | 5.3e-07 | -5.1 | 5.3 | 1.4e-07 | -0.62 | 0.09 | 0.91 | FALSE |
30 | GTEx | Thyroid | NDUFA6-AS1 | 0.21 | 0.16 | enet | 22 | 0.19 | 3.3e-14 | -5.1 | 5.3 | 1.1e-07 | -0.55 | 0.10 | 0.90 | FALSE |
31 | GTEx | Vagina | CYP2D6 | 0.19 | 0.08 | enet | 14 | 0.08 | 6.8e-03 | 4.8 | -5.4 | 7.6e-08 | 0.57 | 0.08 | 0.56 | FALSE |
32 | NTR | Blood | C22orf32 | 0.09 | 0.18 | lasso | 3 | 0.18 | 2.7e-54 | -5.2 | 5.2 | 2.5e-07 | -0.63 | 0.13 | 0.87 | FALSE |
33 | The Cancer Genome Atlas | Bladder Urothelial Carcinoma | C22orf32 | 0.10 | 0.07 | enet | 10 | 0.10 | 3.6e-09 | -5.1 | 5.5 | 3.3e-08 | -0.54 | 0.00 | 1.00 | FALSE |
34 | The Cancer Genome Atlas | Bladder Urothelial Carcinoma | NAGA | 0.04 | 0.07 | enet | 3 | 0.07 | 1.1e-06 | -5.2 | 5.4 | 5.7e-08 | -0.59 | 0.00 | 0.99 | FALSE |
35 | The Cancer Genome Atlas | Bladder Urothelial Carcinoma | SEPT3 | 0.03 | 0.01 | blup | 44 | 0.02 | 1.7e-02 | 4.8 | 5.4 | 5.1e-08 | -0.70 | 0.03 | 0.39 | FALSE |
36 | The Cancer Genome Atlas | Breast Invasive Carcinoma | NAGA | 0.03 | 0.03 | lasso | 2 | 0.03 | 1.2e-07 | 4.7 | 5.4 | 8.4e-08 | -0.54 | 0.02 | 0.98 | FALSE |
37 | The Cancer Genome Atlas | Glioblastoma Multiforme | C22orf32 | 0.14 | 0.07 | lasso | 4 | 0.07 | 3.1e-03 | -5.3 | 5.3 | 1.2e-07 | -0.63 | 0.00 | 0.76 | FALSE |
38 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | NAGA | 0.01 | 0.00 | blup | 18 | 0.01 | 5.4e-02 | -4.2 | 5.1 | 3.1e-07 | -0.59 | 0.01 | 0.62 | FALSE |
39 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | C22orf32 | 0.10 | 0.10 | lasso | 4 | 0.11 | 8.4e-07 | -5.1 | 5.3 | 1.2e-07 | -0.64 | 0.00 | 1.00 | FALSE |
40 | The Cancer Genome Atlas | Lung Adenocarcinoma | C22orf32 | 0.16 | 0.18 | enet | 4 | 0.19 | 2.3e-21 | -5.0 | 5.1 | 2.8e-07 | -0.64 | 0.00 | 1.00 | FALSE |
41 | The Cancer Genome Atlas | Lung Adenocarcinoma | NAGA | 0.02 | 0.00 | blup | 18 | 0.01 | 1.5e-02 | -5.3 | 5.3 | 1.3e-07 | -0.59 | 0.01 | 0.80 | FALSE |
42 | The Cancer Genome Atlas | Pheochromocytoma and Paraganglioma | C22orf32 | 0.11 | 0.13 | lasso | 4 | 0.12 | 1.5e-05 | -5.3 | 5.3 | 1.2e-07 | -0.63 | 0.00 | 0.98 | FALSE |
43 | The Cancer Genome Atlas | Prostate Adenocarcinoma | C22orf32 | 0.22 | 0.30 | lasso | 3 | 0.29 | 8.8e-31 | -5.2 | 5.2 | 2.5e-07 | -0.63 | 0.00 | 1.00 | FALSE |
44 | The Cancer Genome Atlas | Testicular Germ Cell Tumors | C22orf32 | 0.34 | 0.25 | lasso | 4 | 0.25 | 2.0e-09 | -5.3 | 5.3 | 1.2e-07 | -0.63 | 0.00 | 1.00 | FALSE |