Best TWAS P=3.3e-22 · Best GWAS P=4.92e-22 conditioned to 0.0144
# | 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 | RGS14 | 0.29 | 0.16 | lasso | 7 | 0.20 | 2.2e-23 | 9.2 | -9.5 | 2.0e-21 | -0.92 | 0.03 | 0.97 | FALSE |
2 | GTEx | Adipose Subcutaneous | RGS14 | 0.31 | 0.10 | lasso | 3 | 0.10 | 2.8e-08 | 8.6 | -8.9 | 4.7e-19 | -0.89 | 0.01 | 0.99 | FALSE |
3 | GTEx | Adipose Subcutaneous | MXD3 | 0.16 | 0.05 | enet | 13 | 0.06 | 1.7e-05 | -2.1 | -5.1 | 2.8e-07 | -0.40 | 0.84 | 0.08 | FALSE |
4 | GTEx | Adrenal Gland | RGS14 | 0.28 | 0.24 | lasso | 4 | 0.24 | 3.7e-09 | 8.6 | -8.9 | 3.6e-19 | -0.86 | 0.02 | 0.98 | FALSE |
5 | GTEx | Artery Aorta | RGS14 | 0.35 | 0.31 | lasso | 6 | 0.29 | 1.5e-16 | 9.2 | -9.4 | 5.2e-21 | -0.96 | 0.00 | 1.00 | FALSE |
6 | GTEx | Artery Aorta | LMAN2 | 0.13 | 0.10 | lasso | 6 | 0.06 | 1.9e-04 | 8.6 | 8.5 | 2.5e-17 | 0.70 | 0.26 | 0.55 | FALSE |
7 | GTEx | Artery Aorta | MXD3 | 0.36 | 0.22 | enet | 45 | 0.29 | 2.4e-16 | -2.1 | -5.6 | 1.7e-08 | -0.40 | 1.00 | 0.00 | FALSE |
8 | GTEx | Artery Tibial | RGS14 | 0.49 | 0.12 | enet | 10 | 0.14 | 6.2e-11 | 9.2 | -9.6 | 8.1e-22 | -0.93 | 0.00 | 1.00 | FALSE |
9 | GTEx | Brain Cerebellum | RGS14 | 0.25 | 0.11 | enet | 10 | 0.18 | 4.8e-06 | 8.6 | -7.9 | 2.2e-15 | -0.78 | 0.01 | 0.98 | FALSE |
10 | GTEx | Brain Nucleus accumbens basal ganglia | MXD3 | 0.24 | 0.14 | enet | 10 | 0.25 | 2.9e-07 | -2.1 | -6.1 | 1.3e-09 | -0.53 | 0.14 | 0.53 | FALSE |
11 | GTEx | Breast Mammary Tissue | RGS14 | 0.13 | 0.14 | lasso | 1 | 0.11 | 2.0e-06 | 9.2 | -9.2 | 4.5e-20 | -0.96 | 0.00 | 1.00 | FALSE |
12 | GTEx | Breast Mammary Tissue | MXD3 | 0.26 | 0.08 | lasso | 5 | 0.10 | 1.3e-05 | -2.1 | -6.1 | 1.3e-09 | -0.47 | 0.43 | 0.19 | FALSE |
13 | GTEx | Breast Mammary Tissue (Female) | RGS14 | 0.12 | 0.04 | lasso | 4 | 0.09 | 1.2e-03 | 9.2 | -7.6 | 2.6e-14 | -0.69 | 0.01 | 0.66 | FALSE |
14 | GTEx | Breast Mammary Tissue (Female) | MXD3 | 0.23 | 0.08 | lasso | 3 | 0.09 | 1.1e-03 | -3.9 | -7.3 | 2.0e-13 | -0.56 | 0.06 | 0.22 | FALSE |
15 | GTEx | Cells Transformed fibroblasts | RGS14 | 0.52 | 0.39 | lasso | 6 | 0.47 | 4.9e-39 | 9.2 | -9.6 | 1.1e-21 | -0.93 | 0.00 | 1.00 | FALSE |
16 | GTEx | Esophagus Mucosa | RGS14 | 0.31 | 0.23 | enet | 8 | 0.24 | 5.2e-16 | 8.6 | -8.5 | 2.2e-17 | -0.84 | 0.15 | 0.85 | FALSE |
17 | GTEx | Esophagus Muscularis | RGS14 | 0.13 | 0.12 | enet | 3 | 0.15 | 3.7e-09 | 9.2 | -9.3 | 1.1e-20 | -0.92 | 0.00 | 1.00 | FALSE |
18 | GTEx | Heart Atrial Appendage | RGS14 | 0.18 | 0.18 | lasso | 2 | 0.20 | 2.5e-09 | 9.2 | -9.3 | 1.3e-20 | -0.94 | 0.00 | 1.00 | FALSE |
19 | GTEx | Heart Left Ventricle | RGS14 | 0.20 | 0.11 | lasso | 2 | 0.08 | 3.6e-05 | 9.2 | -9.1 | 1.3e-19 | -0.95 | 0.00 | 1.00 | FALSE |
20 | GTEx | Lung | RGS14 | 0.12 | 0.11 | lasso | 1 | 0.08 | 5.5e-07 | 9.2 | -9.2 | 4.5e-20 | -0.96 | 0.00 | 1.00 | FALSE |
21 | GTEx | Nerve Tibial | RGS14 | 0.22 | 0.10 | lasso | 6 | 0.08 | 1.8e-06 | 8.6 | -9.2 | 2.2e-20 | -0.91 | 0.00 | 0.99 | FALSE |
22 | GTEx | Pancreas | RGS14 | 0.25 | 0.12 | lasso | 13 | 0.12 | 1.5e-05 | 8.6 | -9.4 | 5.9e-21 | -0.88 | 0.03 | 0.97 | FALSE |
23 | GTEx | Pituitary | RGS14 | 0.48 | 0.34 | lasso | 6 | 0.35 | 1.4e-09 | 9.2 | -9.0 | 3.1e-19 | -0.94 | 0.00 | 1.00 | FALSE |
24 | GTEx | Prostate | RGS14 | 0.59 | 0.11 | enet | 39 | 0.17 | 4.4e-05 | 8.6 | -6.7 | 2.8e-11 | -0.57 | 0.01 | 0.86 | FALSE |
25 | GTEx | Skin Sun Exposed Lower leg | RGS14 | 0.15 | 0.16 | lasso | 3 | 0.15 | 9.1e-13 | 9.2 | -9.3 | 1.3e-20 | -0.95 | 0.00 | 1.00 | FALSE |
26 | GTEx | Skin Sun Exposed Lower leg | MXD3 | 0.19 | 0.14 | lasso | 6 | 0.12 | 4.2e-10 | -3.9 | -6.0 | 2.0e-09 | -0.44 | 1.00 | 0.00 | FALSE |
27 | GTEx | Stomach | RGS14 | 0.11 | 0.17 | enet | 6 | 0.17 | 1.1e-08 | 8.6 | -9.1 | 1.4e-19 | -0.85 | 0.01 | 0.99 | FALSE |
28 | GTEx | Testis | RGS14 | 0.63 | 0.47 | enet | 9 | 0.47 | 4.8e-23 | 9.2 | -9.3 | 1.2e-20 | -0.92 | 0.00 | 1.00 | FALSE |
29 | GTEx | Thyroid | RGS14 | 0.15 | 0.14 | enet | 9 | 0.13 | 2.2e-10 | 8.6 | -8.7 | 5.3e-18 | -0.86 | 0.02 | 0.98 | FALSE |
30 | GTEx | Thyroid | MXD3 | 0.31 | 0.17 | lasso | 8 | 0.24 | 1.1e-18 | -2.1 | -5.5 | 4.0e-08 | -0.42 | 1.00 | 0.00 | FALSE |
31 | GTEx | Uterus | MXD3 | 0.51 | 0.10 | enet | 30 | 0.24 | 1.1e-05 | 8.6 | -5.7 | 1.5e-08 | -0.52 | 0.06 | 0.30 | FALSE |
32 | METSIM | Adipose | MXD3 | 0.18 | 0.18 | lasso | 3 | 0.21 | 1.3e-30 | -2.1 | -5.2 | 2.2e-07 | -0.43 | 1.00 | 0.00 | FALSE |
33 | ROSMAP | Brain Pre-frontal Cortex | RGS14 | 0.32 | 0.35 | enet | 12 | 0.38 | 1.1e-51 | 8.7 | -9.1 | 9.4e-20 | -0.91 | 0.29 | 0.71 | FALSE |
34 | ROSMAP | Brain Pre-frontal Cortex | MXD3 | 0.41 | 0.20 | bslmm | 300 | 0.30 | 1.2e-39 | -2.0 | -5.1 | 2.9e-07 | -0.48 | 1.00 | 0.00 | FALSE |
35 | YFS | Blood | MXD3 | 0.04 | 0.03 | lasso | 4 | 0.04 | 5.8e-13 | 8.8 | -8.2 | 2.6e-16 | -0.52 | 0.89 | 0.11 | FALSE |
36 | The Cancer Genome Atlas | Bladder Urothelial Carcinoma | RGS14 | 0.09 | 0.08 | enet | 7 | 0.10 | 1.2e-08 | 9.2 | -9.5 | 1.6e-21 | -0.92 | 0.00 | 1.00 | FALSE |
37 | The Cancer Genome Atlas | Breast Invasive Carcinoma | RGS14 | 0.08 | 0.10 | lasso | 2 | 0.12 | 1.5e-23 | 8.6 | -9.2 | 5.0e-20 | -0.91 | 0.86 | 0.14 | FALSE |
38 | The Cancer Genome Atlas | Colon Adenocarcinoma | RAB24 | 0.08 | 0.04 | enet | 7 | 0.06 | 3.4e-04 | 8.5 | -8.2 | 2.9e-16 | -0.55 | 0.01 | 0.80 | FALSE |
39 | The Cancer Genome Atlas | Colon Adenocarcinoma | RGS14 | 0.08 | 0.11 | lasso | 2 | 0.11 | 9.4e-07 | 8.4 | -8.5 | 2.1e-17 | -0.73 | 0.21 | 0.75 | FALSE |
40 | The Cancer Genome Atlas | Glioblastoma Multiforme | RGS14 | 0.22 | 0.24 | blup | 39 | 0.27 | 6.9e-09 | 8.2 | -9.7 | 3.3e-22 | -0.87 | 0.01 | 0.99 | TRUE |
41 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | LMAN2 | 0.04 | 0.00 | blup | 46 | 0.00 | 1.6e-01 | -3.9 | 5.3 | 1.1e-07 | 0.31 | 0.02 | 0.04 | FALSE |
42 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | MXD3 | 0.05 | 0.00 | lasso | 6 | 0.00 | 6.9e-01 | 4.4 | 5.4 | 5.4e-08 | 0.33 | 0.02 | 0.06 | FALSE |
43 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | RGS14 | 0.10 | 0.07 | lasso | 2 | 0.09 | 3.9e-10 | 8.2 | -8.9 | 4.7e-19 | -0.90 | 0.02 | 0.98 | FALSE |
44 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | RGS14 | 0.05 | 0.03 | enet | 5 | 0.05 | 7.2e-06 | 9.2 | -9.0 | 3.1e-19 | -0.87 | 0.00 | 0.99 | FALSE |
45 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | RGS14 | 0.19 | 0.05 | enet | 16 | 0.05 | 6.6e-04 | 8.7 | -6.0 | 1.6e-09 | -0.68 | 0.05 | 0.75 | FALSE |
46 | The Cancer Genome Atlas | Brain Lower Grade Glioma | RGS14 | 0.03 | 0.02 | blup | 39 | 0.03 | 8.1e-05 | 8.7 | -9.6 | 5.7e-22 | -0.84 | 0.11 | 0.86 | FALSE |
47 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | RGS14 | 0.14 | 0.12 | lasso | 3 | 0.13 | 2.1e-14 | 8.6 | -8.9 | 3.4e-19 | -0.85 | 0.49 | 0.51 | FALSE |
48 | The Cancer Genome Atlas | Ovarian Serous Cystadenocarcinoma | RGS14 | 0.13 | 0.13 | lasso | 2 | 0.14 | 1.1e-09 | 9.2 | -9.3 | 1.8e-20 | -0.92 | 0.02 | 0.98 | FALSE |
49 | The Cancer Genome Atlas | Pancreatic Adenocarcinoma | RGS14 | 0.07 | 0.11 | lasso | 3 | 0.10 | 8.2e-05 | 9.2 | -9.1 | 1.5e-19 | -0.90 | 0.02 | 0.92 | FALSE |
50 | The Cancer Genome Atlas | Prostate Adenocarcinoma | FGFR4 | 0.11 | 0.04 | enet | 19 | 0.06 | 8.7e-07 | 3.4 | -5.5 | 4.3e-08 | -0.34 | 0.62 | 0.34 | FALSE |
51 | The Cancer Genome Atlas | Prostate Adenocarcinoma | PRELID1 | 0.05 | 0.00 | blup | 37 | 0.03 | 2.3e-04 | -3.7 | 7.3 | 3.4e-13 | 0.60 | 0.01 | 0.44 | FALSE |
52 | The Cancer Genome Atlas | Prostate Adenocarcinoma | RGS14 | 0.30 | 0.18 | blup | 39 | 0.25 | 1.6e-25 | 8.6 | -8.3 | 1.3e-16 | -0.81 | 0.15 | 0.85 | FALSE |
53 | The Cancer Genome Atlas | Skin Cutaneous Melanoma | F12 | 0.15 | 0.19 | lasso | 1 | 0.18 | 1.1e-05 | 8.2 | -8.2 | 2.5e-16 | -0.63 | 0.07 | 0.25 | FALSE |
54 | The Cancer Genome Atlas | Stomach Adenocarcinoma | RGS14 | 0.03 | 0.03 | lasso | 2 | 0.04 | 1.3e-03 | 9.2 | -9.3 | 2.0e-20 | -0.95 | 0.00 | 0.94 | FALSE |
55 | The Cancer Genome Atlas | Testicular Germ Cell Tumors | RGS14 | 0.19 | 0.03 | blup | 39 | 0.03 | 3.6e-02 | 8.6 | -7.8 | 6.8e-15 | -0.75 | 0.02 | 0.57 | FALSE |
56 | The Cancer Genome Atlas | Thyroid Carcinoma | RGS14 | 0.26 | 0.18 | lasso | 5 | 0.19 | 4.5e-18 | 8.6 | -9.4 | 5.8e-21 | -0.92 | 0.02 | 0.98 | FALSE |