Best TWAS P=5.06e-17 · Best GWAS P=5.59e-19 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 | GTEx | Adipose Subcutaneous | GRK4 | 0.30 | 0.39 | lasso | 6 | 0.41 | 1.2e-35 | -6.3 | 6.3 | 3.3e-10 | -0.38 | 1.00 | 0.00 | FALSE |
2 | GTEx | Adipose Visceral Omentum | GRK4 | 0.32 | 0.38 | lasso | 4 | 0.40 | 5.5e-22 | -5.8 | 6.2 | 6.7e-10 | -0.36 | 1.00 | 0.00 | FALSE |
3 | GTEx | Adrenal Gland | NOP14 | 0.35 | 0.15 | enet | 33 | 0.19 | 1.9e-07 | -5.6 | 5.9 | 3.5e-09 | -0.42 | 0.92 | 0.02 | FALSE |
4 | GTEx | Adrenal Gland | GRK4 | 0.38 | 0.25 | lasso | 5 | 0.29 | 5.1e-11 | -6.3 | 6.0 | 2.4e-09 | -0.38 | 0.99 | 0.01 | FALSE |
5 | GTEx | Artery Aorta | GRK4 | 0.29 | 0.38 | enet | 11 | 0.40 | 1.3e-23 | -6.3 | 6.3 | 3.0e-10 | -0.37 | 1.00 | 0.00 | FALSE |
6 | GTEx | Artery Coronary | GRK4 | 0.27 | 0.24 | lasso | 3 | 0.22 | 6.7e-08 | -6.3 | 6.3 | 2.7e-10 | -0.38 | 0.97 | 0.00 | FALSE |
7 | GTEx | Artery Tibial | GRK4 | 0.34 | 0.35 | lasso | 4 | 0.35 | 1.1e-28 | -6.3 | 6.4 | 1.2e-10 | -0.39 | 1.00 | 0.00 | FALSE |
8 | GTEx | Brain Cerebellum | GRK4 | 0.41 | 0.36 | lasso | 7 | 0.34 | 7.7e-11 | -6.3 | 6.6 | 4.6e-11 | -0.40 | 0.99 | 0.00 | FALSE |
9 | GTEx | Brain Cortex | GRK4 | 0.25 | 0.26 | lasso | 4 | 0.25 | 1.7e-07 | -6.3 | 6.5 | 7.6e-11 | -0.39 | 0.96 | 0.00 | FALSE |
10 | GTEx | Breast Mammary Tissue | GRK4 | 0.27 | 0.32 | enet | 11 | 0.32 | 5.3e-17 | -6.3 | 6.3 | 3.4e-10 | -0.38 | 1.00 | 0.00 | FALSE |
11 | GTEx | Breast Mammary Tissue (Female) | GRK4 | 0.23 | 0.24 | lasso | 3 | 0.24 | 1.1e-07 | -5.8 | 6.0 | 1.5e-09 | -0.36 | 0.97 | 0.01 | FALSE |
12 | GTEx | Cells Transformed fibroblasts | GRK4 | 0.32 | 0.35 | lasso | 7 | 0.37 | 3.1e-29 | -5.8 | 6.2 | 7.5e-10 | -0.37 | 1.00 | 0.00 | FALSE |
13 | GTEx | Cells Transformed fibroblasts | HTT | 0.09 | 0.00 | enet | 14 | 0.02 | 1.6e-02 | -8.6 | 6.5 | 7.3e-11 | -0.63 | 0.02 | 0.78 | FALSE |
14 | GTEx | Colon Sigmoid | GRK4 | 0.26 | 0.30 | lasso | 2 | 0.28 | 2.6e-10 | -6.3 | 6.3 | 2.1e-10 | -0.38 | 0.99 | 0.00 | FALSE |
15 | GTEx | Colon Transverse | GRK4 | 0.27 | 0.25 | enet | 18 | 0.25 | 2.4e-12 | -5.8 | 6.0 | 2.5e-09 | -0.38 | 1.00 | 0.00 | FALSE |
16 | GTEx | Esophagus Gastroesophageal Junction | GRK4 | 0.37 | 0.23 | lasso | 9 | 0.22 | 2.2e-08 | -5.8 | 5.8 | 4.8e-09 | -0.35 | 0.98 | 0.00 | FALSE |
17 | GTEx | Esophagus Mucosa | GRK4 | 0.28 | 0.35 | lasso | 4 | 0.34 | 3.1e-23 | -6.3 | 6.3 | 2.7e-10 | -0.37 | 1.00 | 0.00 | FALSE |
18 | GTEx | Esophagus Muscularis | GRK4 | 0.29 | 0.30 | enet | 7 | 0.30 | 2.5e-18 | -6.3 | 6.3 | 2.1e-10 | -0.38 | 1.00 | 0.00 | FALSE |
19 | GTEx | Lung | ADD1 | 0.09 | 0.02 | enet | 6 | 0.01 | 3.5e-02 | 5.2 | 6.5 | 1.0e-10 | -0.51 | 0.52 | 0.06 | FALSE |
20 | GTEx | Lung | GRK4 | 0.26 | 0.36 | lasso | 4 | 0.36 | 3.3e-29 | -6.3 | 6.3 | 3.7e-10 | -0.37 | 1.00 | 0.00 | FALSE |
21 | GTEx | Lung | HTT | 0.06 | 0.00 | lasso | 4 | 0.00 | 5.8e-01 | -6.2 | 7.3 | 3.2e-13 | -0.47 | 0.13 | 0.22 | FALSE |
22 | GTEx | Muscle Skeletal | HTT | 0.22 | 0.02 | lasso | 9 | 0.06 | 1.3e-06 | -7.9 | -5.9 | 3.9e-09 | 0.71 | 0.28 | 0.64 | FALSE |
23 | GTEx | Nerve Tibial | GRK4 | 0.29 | 0.38 | lasso | 3 | 0.39 | 4.6e-29 | -6.3 | 6.3 | 3.7e-10 | -0.38 | 1.00 | 0.00 | FALSE |
24 | GTEx | Ovary | GRK4 | 0.25 | 0.19 | lasso | 8 | 0.18 | 3.6e-05 | -6.3 | 7.7 | 1.9e-14 | -0.48 | 0.17 | 0.40 | FALSE |
25 | GTEx | Pancreas | GRK4 | 0.14 | 0.05 | lasso | 9 | 0.03 | 3.0e-02 | -6.3 | 6.4 | 1.6e-10 | -0.39 | 0.46 | 0.12 | FALSE |
26 | GTEx | Pituitary | GRK4 | 0.17 | 0.00 | enet | 6 | -0.01 | 5.6e-01 | -6.0 | 5.9 | 3.9e-09 | -0.36 | 0.09 | 0.09 | TRUE |
27 | GTEx | Skin Not Sun Exposed Suprapubic | GRK4 | 0.38 | 0.43 | lasso | 4 | 0.42 | 9.6e-25 | -6.3 | 6.2 | 4.2e-10 | -0.37 | 1.00 | 0.00 | FALSE |
28 | GTEx | Skin Sun Exposed Lower leg | GRK4 | 0.37 | 0.45 | enet | 30 | 0.46 | 1.3e-41 | -6.3 | 5.1 | 2.8e-07 | -0.26 | 1.00 | 0.00 | TRUE |
29 | GTEx | Spleen | GRK4 | 0.24 | 0.16 | lasso | 5 | 0.12 | 4.8e-04 | -6.3 | 6.4 | 1.9e-10 | -0.39 | 0.23 | 0.10 | FALSE |
30 | GTEx | Stomach | GRK4 | 0.22 | 0.19 | lasso | 7 | 0.19 | 2.6e-09 | -5.7 | 5.2 | 1.9e-07 | -0.30 | 1.00 | 0.00 | FALSE |
31 | GTEx | Testis | GRK4 | 0.36 | 0.18 | enet | 22 | 0.28 | 1.3e-12 | -6.3 | 5.3 | 9.5e-08 | -0.38 | 0.98 | 0.01 | FALSE |
32 | GTEx | Thyroid | NOP14 | 0.09 | 0.04 | lasso | 5 | 0.03 | 4.5e-03 | -5.5 | 5.7 | 1.4e-08 | -0.32 | 0.76 | 0.04 | TRUE |
33 | GTEx | Thyroid | MFSD10 | 0.15 | 0.11 | lasso | 8 | 0.13 | 3.6e-10 | -5.0 | 5.4 | 7.6e-08 | -0.20 | 1.00 | 0.00 | FALSE |
34 | GTEx | Thyroid | GRK4 | 0.50 | 0.47 | lasso | 9 | 0.48 | 6.4e-41 | -6.3 | 6.2 | 4.9e-10 | -0.36 | 1.00 | 0.00 | FALSE |
35 | GTEx | Thyroid | NOP14-AS1 | 0.18 | 0.09 | lasso | 8 | 0.11 | 1.3e-08 | -5.8 | 6.4 | 1.4e-10 | -0.42 | 1.00 | 0.00 | FALSE |
36 | GTEx | Uterus | GRK4 | 0.31 | 0.24 | enet | 29 | 0.32 | 2.5e-07 | -5.7 | 6.4 | 1.6e-10 | -0.42 | 0.34 | 0.13 | TRUE |
37 | GTEx | Vagina | GRK4 | 0.27 | 0.12 | lasso | 4 | 0.11 | 1.6e-03 | -6.1 | 5.8 | 5.9e-09 | -0.32 | 0.14 | 0.25 | FALSE |
38 | GTEx | Whole Blood | GRK4 | 0.08 | 0.10 | lasso | 4 | 0.10 | 1.0e-09 | -6.3 | 6.1 | 9.8e-10 | -0.36 | 1.00 | 0.00 | FALSE |
39 | GTEx | Whole Blood | HTT | 0.10 | 0.00 | enet | 15 | 0.03 | 1.4e-03 | 3.6 | 5.5 | 3.3e-08 | -0.48 | 0.09 | 0.48 | FALSE |
40 | METSIM | Adipose | GRK4 | 0.20 | 0.26 | lasso | 6 | 0.25 | 9.9e-38 | -6.3 | 6.3 | 2.6e-10 | -0.38 | 1.00 | 0.00 | FALSE |
41 | METSIM | Adipose | RGS12 | 0.05 | 0.00 | blup | 408 | 0.00 | 5.6e-02 | 2.2 | -7.2 | 4.5e-13 | 0.69 | 0.43 | 0.38 | FALSE |
42 | ROSMAP | Brain Pre-frontal Cortex | GRK4 | 0.12 | 0.14 | lasso | 4 | 0.14 | 1.8e-17 | -6.3 | 6.3 | 3.0e-10 | -0.39 | 1.00 | 0.00 | FALSE |
43 | The Cancer Genome Atlas | Bladder Urothelial Carcinoma | GRK4 | 0.09 | 0.10 | lasso | 4 | 0.14 | 1.4e-11 | -6.3 | 6.2 | 4.5e-10 | -0.37 | 1.00 | 0.00 | FALSE |
44 | The Cancer Genome Atlas | Breast Invasive Carcinoma | GRK4 | 0.11 | 0.17 | lasso | 7 | 0.18 | 6.7e-36 | -6.3 | 6.2 | 5.1e-10 | -0.37 | 1.00 | 0.00 | FALSE |
45 | The Cancer Genome Atlas | Cervical Squamous Cell Carcinoma | GRK4 | 0.09 | 0.12 | blup | 76 | 0.12 | 1.7e-06 | -6.3 | 6.4 | 1.8e-10 | -0.38 | 0.92 | 0.03 | FALSE |
46 | The Cancer Genome Atlas | Colon Adenocarcinoma | GRK4 | 0.18 | 0.23 | blup | 76 | 0.21 | 3.8e-12 | -6.4 | 5.8 | 6.0e-09 | -0.28 | 1.00 | 0.00 | FALSE |
47 | The Cancer Genome Atlas | Colon Adenocarcinoma | RGS12 | 0.21 | 0.24 | enet | 9 | 0.27 | 8.9e-16 | -6.7 | -6.5 | 1.0e-10 | 0.52 | 0.02 | 0.98 | FALSE |
48 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | GRK4 | 0.19 | 0.23 | blup | 77 | 0.22 | 4.2e-24 | -6.3 | 5.8 | 7.9e-09 | -0.37 | 1.00 | 0.00 | FALSE |
49 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | C4orf44 | 0.03 | 0.02 | blup | 42 | 0.02 | 8.0e-04 | -8.6 | 8.4 | 6.5e-17 | -0.81 | 0.00 | 0.98 | FALSE |
50 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | GRK4 | 0.09 | 0.18 | lasso | 5 | 0.20 | 1.5e-22 | -6.0 | 6.7 | 2.5e-11 | -0.44 | 1.00 | 0.00 | FALSE |
51 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | GRK4 | 0.16 | 0.18 | lasso | 6 | 0.20 | 1.9e-11 | -5.5 | 6.4 | 1.2e-10 | -0.37 | 0.99 | 0.01 | FALSE |
52 | The Cancer Genome Atlas | Lung Adenocarcinoma | C4orf44 | 0.03 | 0.04 | lasso | 4 | 0.05 | 2.9e-06 | -8.5 | 8.4 | 5.1e-17 | -0.81 | 0.01 | 0.99 | TRUE |
53 | The Cancer Genome Atlas | Lung Adenocarcinoma | GRK4 | 0.13 | 0.19 | lasso | 2 | 0.19 | 6.1e-22 | -6.3 | 5.9 | 3.7e-09 | -0.39 | 1.00 | 0.00 | FALSE |
54 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | C4orf44 | 0.03 | 0.04 | lasso | 1 | 0.03 | 1.0e-04 | -6.2 | 6.2 | 4.5e-10 | -0.62 | 0.20 | 0.76 | FALSE |
55 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | GRK4 | 0.10 | 0.14 | enet | 16 | 0.14 | 4.6e-15 | -6.4 | 6.3 | 2.6e-10 | -0.38 | 1.00 | 0.00 | FALSE |
56 | The Cancer Genome Atlas | Ovarian Serous Cystadenocarcinoma | GRK4 | 0.13 | 0.10 | blup | 76 | 0.11 | 8.4e-08 | -5.8 | 6.8 | 1.1e-11 | -0.45 | 0.26 | 0.74 | FALSE |
57 | The Cancer Genome Atlas | Pancreatic Adenocarcinoma | GRK4 | 0.23 | 0.32 | lasso | 5 | 0.31 | 1.0e-13 | -6.3 | 6.4 | 1.8e-10 | -0.38 | 1.00 | 0.00 | FALSE |
58 | The Cancer Genome Atlas | Prostate Adenocarcinoma | GRK4 | 0.12 | 0.13 | lasso | 6 | 0.14 | 6.0e-15 | -6.3 | 6.0 | 2.7e-09 | -0.36 | 1.00 | 0.00 | FALSE |
59 | The Cancer Genome Atlas | Rectum Adenocarcinoma | GRK4 | 0.27 | 0.10 | blup | 76 | 0.13 | 7.3e-04 | -6.4 | 6.0 | 1.6e-09 | -0.38 | 0.16 | 0.06 | FALSE |
60 | The Cancer Genome Atlas | Rectum Adenocarcinoma | RGS12 | 0.58 | 0.10 | enet | 25 | 0.24 | 2.4e-06 | -5.8 | -5.8 | 8.4e-09 | 0.50 | 0.01 | 0.89 | FALSE |
61 | The Cancer Genome Atlas | Soft Tissue Sarcoma | GRK4 | 0.08 | 0.07 | blup | 77 | 0.09 | 4.4e-06 | -5.6 | 7.3 | 3.8e-13 | -0.52 | 0.65 | 0.33 | FALSE |
62 | The Cancer Genome Atlas | Stomach Adenocarcinoma | GRK4 | 0.17 | 0.24 | lasso | 6 | 0.24 | 1.2e-17 | -6.4 | 6.6 | 3.1e-11 | -0.41 | 1.00 | 0.00 | FALSE |
63 | The Cancer Genome Atlas | Testicular Germ Cell Tumors | GRK4 | 0.08 | 0.09 | lasso | 1 | 0.06 | 4.2e-03 | -6.3 | 6.3 | 2.8e-10 | -0.38 | 0.09 | 0.21 | FALSE |
64 | The Cancer Genome Atlas | Thyroid Carcinoma | C4orf10 | 0.18 | 0.06 | lasso | 3 | 0.07 | 2.2e-07 | -5.7 | 5.8 | 6.4e-09 | -0.45 | 0.09 | 0.90 | FALSE |
65 | The Cancer Genome Atlas | Thyroid Carcinoma | C4orf44 | 0.15 | 0.20 | lasso | 4 | 0.20 | 2.9e-19 | -6.2 | 7.1 | 1.6e-12 | -0.69 | 0.91 | 0.09 | FALSE |
66 | The Cancer Genome Atlas | Thyroid Carcinoma | GRK4 | 0.22 | 0.39 | lasso | 6 | 0.38 | 4.1e-39 | -6.4 | 6.5 | 1.0e-10 | -0.39 | 1.00 | 0.00 | FALSE |
67 | The Cancer Genome Atlas | Thyroid Carcinoma | NOP14 | 0.09 | 0.12 | blup | 57 | 0.13 | 1.4e-12 | -5.3 | 6.2 | 6.5e-10 | -0.42 | 0.04 | 0.96 | FALSE |
68 | The Cancer Genome Atlas | Uterine Corpus Endometrial Carcinoma | GRK4 | 0.11 | 0.12 | lasso | 1 | 0.10 | 8.4e-04 | -5.8 | 5.8 | 7.2e-09 | -0.36 | 0.13 | 0.29 | FALSE |