Best TWAS P=3.77e-11 · Best GWAS P=6.45e-10 conditioned to 0.321
# | 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 | AP3B2 | 0.53 | 0.41 | lasso | 3 | 0.41 | 4.7e-36 | 5.9 | 5.9 | 4.6e-09 | 0.48 | 0.00 | 1.00 | FALSE |
2 | GTEx | Adipose Visceral Omentum | AP3B2 | 0.50 | 0.45 | lasso | 5 | 0.47 | 8.2e-27 | 5.9 | 5.8 | 6.1e-09 | 0.46 | 0.00 | 1.00 | FALSE |
3 | GTEx | Adipose Visceral Omentum | RP11-152F13.3 | 0.09 | 0.03 | lasso | 3 | 0.03 | 1.3e-02 | 6.2 | -6.3 | 2.7e-10 | -1.00 | 0.00 | 0.99 | FALSE |
4 | GTEx | Adipose Visceral Omentum | RP11-152F13.7 | 0.14 | 0.01 | enet | 12 | 0.07 | 1.9e-04 | -5.5 | -5.3 | 9.2e-08 | -0.70 | 0.02 | 0.88 | FALSE |
5 | GTEx | Adrenal Gland | RP11-152F13.3 | 0.10 | 0.07 | lasso | 4 | 0.04 | 2.0e-02 | -5.2 | -6.3 | 3.9e-10 | -0.86 | 0.01 | 0.88 | FALSE |
6 | GTEx | Artery Aorta | AP3B2 | 0.18 | 0.11 | lasso | 2 | 0.11 | 2.0e-06 | 5.9 | 5.9 | 3.4e-09 | 0.48 | 0.00 | 1.00 | FALSE |
7 | GTEx | Artery Tibial | AP3B2 | 0.18 | 0.17 | enet | 12 | 0.15 | 6.7e-12 | 5.9 | 5.3 | 9.1e-08 | 0.47 | 0.00 | 1.00 | FALSE |
8 | GTEx | Breast Mammary Tissue | AP3B2 | 0.40 | 0.24 | lasso | 5 | 0.24 | 1.9e-12 | 5.9 | 6.1 | 1.4e-09 | 0.51 | 0.00 | 1.00 | FALSE |
9 | GTEx | Breast Mammary Tissue | RP11-152F13.3 | 0.13 | 0.08 | enet | 8 | 0.11 | 2.9e-06 | 5.4 | -5.4 | 8.0e-08 | -0.56 | 0.16 | 0.79 | FALSE |
10 | GTEx | Breast Mammary Tissue (Male) | AP3B2 | 0.20 | 0.23 | lasso | 2 | 0.20 | 1.7e-05 | 5.9 | 5.8 | 5.0e-09 | 0.47 | 0.00 | 0.98 | FALSE |
11 | GTEx | Breast Mammary Tissue (Female) | AP3B2 | 0.35 | 0.27 | lasso | 2 | 0.26 | 1.8e-08 | 5.9 | 5.9 | 3.0e-09 | 0.50 | 0.00 | 1.00 | FALSE |
12 | GTEx | Breast Mammary Tissue (Female) | RP11-152F13.3 | 0.04 | -0.01 | enet | 7 | -0.01 | 7.9e-01 | 6.2 | -6.6 | 3.8e-11 | -0.86 | 0.01 | 0.48 | TRUE |
13 | GTEx | Breast Mammary Tissue (Female) | RP11-152F13.7 | 0.08 | 0.03 | lasso | 4 | 0.03 | 5.0e-02 | 4.6 | -5.4 | 7.9e-08 | -0.59 | 0.03 | 0.14 | FALSE |
14 | GTEx | Cells EBV-transformed lymphocytes | RP11-152F13.3 | 0.31 | 0.10 | enet | 14 | 0.17 | 3.2e-06 | -3.4 | -6.3 | 3.1e-10 | -0.79 | 0.03 | 0.94 | FALSE |
15 | GTEx | Cells Transformed fibroblasts | AP3B2 | 0.65 | 0.36 | lasso | 7 | 0.30 | 4.1e-23 | 5.9 | 5.8 | 5.1e-09 | 0.48 | 0.00 | 1.00 | FALSE |
16 | GTEx | Cells Transformed fibroblasts | EFTUD1 | 0.17 | 0.12 | lasso | 7 | 0.14 | 9.0e-11 | 4.5 | 5.3 | 1.0e-07 | 0.48 | 0.32 | 0.68 | FALSE |
17 | GTEx | Cells Transformed fibroblasts | MEX3B | 0.18 | 0.12 | enet | 18 | 0.10 | 3.0e-08 | 4.5 | 5.4 | 5.1e-08 | 0.45 | 0.86 | 0.13 | FALSE |
18 | GTEx | Cells Transformed fibroblasts | RP11-152F13.7 | 0.29 | 0.12 | lasso | 7 | 0.18 | 2.2e-13 | -5.5 | -5.3 | 1.1e-07 | -0.69 | 0.16 | 0.84 | FALSE |
19 | GTEx | Colon Transverse | AP3B2 | 0.17 | 0.16 | lasso | 3 | 0.15 | 1.4e-07 | 5.9 | 5.9 | 3.2e-09 | 0.47 | 0.00 | 1.00 | FALSE |
20 | GTEx | Esophagus Gastroesophageal Junction | AP3B2 | 0.33 | 0.39 | lasso | 3 | 0.37 | 1.7e-14 | 5.9 | 5.9 | 4.3e-09 | 0.47 | 0.00 | 1.00 | FALSE |
21 | GTEx | Esophagus Mucosa | AP3B2 | 0.40 | 0.25 | lasso | 3 | 0.24 | 1.7e-16 | 5.9 | 5.8 | 5.0e-09 | 0.47 | 0.00 | 1.00 | FALSE |
22 | GTEx | Esophagus Mucosa | EFTUD1 | 0.09 | 0.06 | enet | 10 | 0.08 | 9.0e-06 | 5.5 | 5.5 | 4.2e-08 | 0.56 | 0.24 | 0.70 | FALSE |
23 | GTEx | Esophagus Muscularis | AP3B2 | 0.67 | 0.46 | lasso | 5 | 0.44 | 3.0e-29 | 5.9 | 5.9 | 4.3e-09 | 0.47 | 0.00 | 1.00 | FALSE |
24 | GTEx | Heart Atrial Appendage | AP3B2 | 0.27 | 0.23 | enet | 10 | 0.26 | 7.6e-12 | 5.5 | 5.4 | 8.1e-08 | 0.42 | 0.00 | 1.00 | FALSE |
25 | GTEx | Heart Left Ventricle | RP11-152F13.3 | 0.16 | 0.05 | lasso | 5 | 0.06 | 4.0e-04 | 5.2 | -5.2 | 2.1e-07 | -0.52 | 0.22 | 0.66 | FALSE |
26 | GTEx | Lung | AP3B2 | 0.14 | 0.13 | lasso | 4 | 0.12 | 1.4e-09 | 5.9 | 5.7 | 1.3e-08 | 0.45 | 0.00 | 1.00 | FALSE |
27 | GTEx | Muscle Skeletal | EFTUD1 | 0.08 | 0.02 | enet | 24 | 0.05 | 6.3e-06 | -5.4 | 5.6 | 1.6e-08 | 0.53 | 0.22 | 0.68 | FALSE |
28 | GTEx | Nerve Tibial | AP3B2 | 0.52 | 0.38 | lasso | 7 | 0.43 | 3.6e-33 | 5.9 | 5.8 | 6.4e-09 | 0.48 | 0.00 | 1.00 | FALSE |
29 | GTEx | Skin Not Sun Exposed Suprapubic | AP3B2 | 0.45 | 0.41 | lasso | 6 | 0.42 | 1.2e-24 | 5.9 | 6.0 | 2.3e-09 | 0.53 | 0.00 | 1.00 | FALSE |
30 | GTEx | Skin Sun Exposed Lower leg | AP3B2 | 0.32 | 0.26 | lasso | 4 | 0.27 | 2.8e-22 | 5.9 | 5.9 | 4.4e-09 | 0.47 | 0.00 | 1.00 | FALSE |
31 | GTEx | Stomach | AP3B2 | 0.36 | 0.23 | enet | 9 | 0.21 | 2.1e-10 | 5.9 | 5.9 | 4.9e-09 | 0.51 | 0.00 | 1.00 | FALSE |
32 | GTEx | Testis | RP11-152F13.3 | 0.11 | 0.09 | lasso | 4 | 0.06 | 1.4e-03 | -5.2 | -5.4 | 7.4e-08 | -0.68 | 0.09 | 0.34 | FALSE |
33 | GTEx | Thyroid | AP3B2 | 0.37 | 0.30 | lasso | 3 | 0.29 | 9.8e-23 | 5.9 | 6.1 | 9.7e-10 | 0.49 | 0.00 | 1.00 | FALSE |
34 | GTEx | Thyroid | GOLGA6L9 | 0.12 | 0.02 | lasso | 4 | 0.01 | 6.5e-02 | 5.6 | 5.4 | 7.9e-08 | 0.48 | 0.01 | 0.87 | FALSE |
35 | GTEx | Uterus | AP3B2 | 0.43 | 0.37 | lasso | 2 | 0.27 | 2.6e-06 | 5.2 | 5.1 | 2.7e-07 | 0.43 | 0.01 | 0.95 | FALSE |
36 | GTEx | Whole Blood | AP3B2 | 0.06 | 0.04 | enet | 6 | 0.03 | 1.1e-03 | 5.2 | 5.8 | 7.4e-09 | 0.48 | 0.01 | 0.98 | FALSE |
37 | METSIM | Adipose | AP3B2 | 0.19 | 0.21 | enet | 12 | 0.21 | 8.7e-31 | 5.5 | 5.2 | 1.9e-07 | 0.43 | 0.02 | 0.98 | FALSE |
38 | ROSMAP | Brain Pre-frontal Cortex | RP13-996F3.3 | 0.67 | 0.23 | enet | 76 | 0.42 | 2.6e-59 | 5.6 | -5.8 | 7.1e-09 | -0.51 | 0.01 | 0.99 | FALSE |
39 | The Cancer Genome Atlas | Bladder Urothelial Carcinoma | AP3B2 | 0.07 | 0.02 | blup | 54 | 0.03 | 1.3e-03 | 3.9 | 5.5 | 3.8e-08 | 0.46 | 0.02 | 0.81 | FALSE |
40 | The Cancer Genome Atlas | Bladder Urothelial Carcinoma | GOLGA6L9 | 0.15 | 0.08 | blup | 40 | 0.08 | 4.5e-07 | -5.4 | -5.8 | 8.6e-09 | -0.69 | 0.23 | 0.76 | FALSE |
41 | The Cancer Genome Atlas | Bladder Urothelial Carcinoma | LOC80154 | 0.16 | 0.10 | lasso | 2 | 0.09 | 5.0e-08 | 5.5 | -5.3 | 9.6e-08 | -0.49 | 0.00 | 1.00 | FALSE |
42 | The Cancer Genome Atlas | Breast Invasive Carcinoma | AP3B2 | 0.02 | 0.03 | lasso | 3 | 0.03 | 1.9e-06 | 5.4 | 5.4 | 6.3e-08 | 0.42 | 0.00 | 0.99 | FALSE |
43 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | AP3B2 | 0.16 | 0.14 | lasso | 4 | 0.15 | 3.2e-16 | 5.5 | 5.5 | 3.1e-08 | 0.45 | 0.01 | 0.99 | FALSE |
44 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | GOLGA6L9 | 0.10 | 0.10 | lasso | 4 | 0.10 | 4.3e-11 | -5.4 | -5.4 | 7.2e-08 | -0.69 | 0.27 | 0.73 | FALSE |
45 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | EFTUD1 | 0.06 | 0.02 | blup | 96 | 0.06 | 7.3e-07 | -5.9 | 6.6 | 5.5e-11 | 0.57 | 0.07 | 0.91 | FALSE |
46 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | GOLGA6L9 | 0.15 | 0.07 | lasso | 2 | 0.07 | 1.4e-08 | -5.4 | -5.2 | 1.7e-07 | -0.73 | 0.22 | 0.78 | FALSE |
47 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | LOC80154 | 0.08 | 0.06 | blup | 8 | 0.06 | 1.5e-07 | 5.5 | -5.1 | 2.7e-07 | -0.47 | 0.00 | 1.00 | FALSE |
48 | The Cancer Genome Atlas | Brain Lower Grade Glioma | AP3B2 | 0.06 | 0.06 | lasso | 1 | 0.06 | 1.8e-07 | 5.5 | 5.5 | 3.8e-08 | 0.42 | 0.01 | 0.99 | FALSE |
49 | The Cancer Genome Atlas | Brain Lower Grade Glioma | LOC80154 | 0.09 | 0.06 | lasso | 3 | 0.06 | 1.4e-07 | 5.5 | -5.3 | 1.2e-07 | -0.48 | 0.00 | 1.00 | FALSE |
50 | The Cancer Genome Atlas | Lung Adenocarcinoma | AP3B2 | 0.06 | 0.05 | lasso | 2 | 0.04 | 6.9e-06 | 5.5 | 5.6 | 2.3e-08 | 0.43 | 0.00 | 1.00 | FALSE |
51 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | GOLGA6L9 | 0.07 | 0.04 | blup | 40 | 0.06 | 3.3e-07 | 6.2 | -6.0 | 1.6e-09 | -0.87 | 0.00 | 1.00 | FALSE |
52 | The Cancer Genome Atlas | Ovarian Serous Cystadenocarcinoma | EFTUD1 | 0.05 | 0.02 | blup | 95 | 0.02 | 2.1e-02 | 4.6 | 5.5 | 3.3e-08 | 0.49 | 0.06 | 0.16 | FALSE |
53 | The Cancer Genome Atlas | Ovarian Serous Cystadenocarcinoma | GOLGA6L9 | 0.12 | 0.05 | lasso | 3 | 0.05 | 4.0e-04 | -5.5 | -5.5 | 3.7e-08 | -0.74 | 0.10 | 0.77 | FALSE |
54 | The Cancer Genome Atlas | Soft Tissue Sarcoma | AP3B2 | 0.13 | 0.10 | lasso | 1 | 0.09 | 7.3e-06 | 5.5 | 5.5 | 3.8e-08 | 0.45 | 0.00 | 0.99 | FALSE |
55 | The Cancer Genome Atlas | Skin Cutaneous Melanoma | GOLGA6L9 | 0.34 | 0.22 | lasso | 3 | 0.21 | 2.2e-06 | -5.4 | -5.6 | 1.8e-08 | -0.69 | 0.15 | 0.62 | FALSE |
56 | The Cancer Genome Atlas | Stomach Adenocarcinoma | LOC80154 | 0.11 | 0.06 | lasso | 2 | 0.05 | 8.5e-05 | 5.5 | -5.6 | 1.8e-08 | -0.55 | 0.00 | 0.98 | FALSE |
57 | The Cancer Genome Atlas | Testicular Germ Cell Tumors | LOC80154 | 0.13 | 0.08 | lasso | 1 | 0.06 | 4.9e-03 | 5.5 | -5.5 | 4.0e-08 | -0.52 | 0.00 | 0.83 | FALSE |
58 | The Cancer Genome Atlas | Thyroid Carcinoma | AP3B2 | 0.13 | 0.09 | enet | 8 | 0.10 | 9.5e-10 | 5.5 | 5.3 | 1.0e-07 | 0.40 | 0.00 | 1.00 | FALSE |
59 | The Cancer Genome Atlas | Thyroid Carcinoma | LOC80154 | 0.04 | 0.03 | lasso | 2 | 0.02 | 5.7e-03 | 5.5 | -5.2 | 1.7e-07 | -0.47 | 0.00 | 0.90 | FALSE |