Best TWAS P=2.4e-13 · Best GWAS P=1.86e-13 conditioned to 0.106
# | 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 | GBAP1 | 0.10 | 0.10 | lasso | 3 | 0.08 | 6.1e-07 | 6.0 | 6.1 | 8.2e-10 | -0.72 | 0.37 | 0.63 | FALSE |
2 | GTEx | Adipose Subcutaneous | GBA | 0.08 | 0.03 | lasso | 3 | 0.02 | 8.9e-03 | 6.0 | 5.8 | 6.5e-09 | -0.65 | 0.24 | 0.14 | FALSE |
3 | GTEx | Adipose Visceral Omentum | GBAP1 | 0.07 | 0.11 | enet | 5 | 0.10 | 5.0e-06 | 6.3 | 6.2 | 5.7e-10 | -0.73 | 0.23 | 0.69 | FALSE |
4 | GTEx | Artery Aorta | GBAP1 | 0.31 | 0.36 | enet | 22 | 0.39 | 1.0e-22 | 6.3 | 6.2 | 7.3e-10 | -0.80 | 0.51 | 0.49 | FALSE |
5 | GTEx | Artery Tibial | GBAP1 | 0.21 | 0.26 | lasso | 7 | 0.26 | 1.3e-20 | 6.3 | 5.7 | 1.0e-08 | -0.74 | 0.80 | 0.20 | FALSE |
6 | GTEx | Brain Cerebellar Hemisphere | THBS3 | 0.19 | 0.26 | lasso | 2 | 0.24 | 8.6e-07 | 6.0 | -6.1 | 9.8e-10 | 0.76 | 0.08 | 0.85 | FALSE |
7 | GTEx | Breast Mammary Tissue | GBAP1 | 0.15 | 0.17 | lasso | 2 | 0.15 | 5.2e-08 | 6.3 | 6.3 | 3.1e-10 | -0.76 | 0.59 | 0.40 | FALSE |
8 | GTEx | Cells EBV-transformed lymphocytes | GBAP1 | 0.21 | 0.05 | lasso | 3 | 0.06 | 4.5e-03 | 6.0 | 5.3 | 1.4e-07 | -0.59 | 0.41 | 0.19 | FALSE |
9 | GTEx | Cells Transformed fibroblasts | GBAP1 | 0.18 | 0.16 | lasso | 6 | 0.15 | 1.6e-11 | 6.3 | 6.0 | 1.5e-09 | -0.73 | 0.75 | 0.25 | FALSE |
10 | GTEx | Colon Sigmoid | GBAP1 | 0.16 | 0.13 | enet | 8 | 0.14 | 8.4e-06 | 6.3 | 7.0 | 2.4e-12 | -0.89 | 0.02 | 0.98 | FALSE |
11 | GTEx | Colon Transverse | GBAP1 | 0.13 | 0.15 | lasso | 5 | 0.11 | 6.4e-06 | 6.3 | 6.1 | 1.4e-09 | -0.74 | 0.51 | 0.48 | FALSE |
12 | GTEx | Colon Transverse | THBS3 | 0.11 | 0.09 | lasso | 4 | 0.09 | 5.9e-05 | 6.3 | -5.7 | 1.4e-08 | 0.72 | 0.40 | 0.27 | FALSE |
13 | GTEx | Esophagus Gastroesophageal Junction | GBAP1 | 0.22 | 0.19 | enet | 6 | 0.17 | 6.8e-07 | 6.0 | 6.5 | 6.6e-11 | -0.78 | 0.07 | 0.92 | FALSE |
14 | GTEx | Esophagus Mucosa | GBAP1 | 0.12 | 0.12 | enet | 22 | 0.09 | 1.7e-06 | 6.3 | 5.9 | 3.2e-09 | -0.69 | 0.70 | 0.30 | FALSE |
15 | GTEx | Esophagus Mucosa | THBS3 | 0.15 | 0.15 | lasso | 2 | 0.13 | 6.8e-09 | 6.3 | -6.2 | 5.0e-10 | 0.76 | 0.80 | 0.20 | FALSE |
16 | GTEx | Esophagus Mucosa | MUC1 | 0.17 | 0.20 | lasso | 4 | 0.18 | 5.6e-12 | -7.3 | -7.3 | 2.6e-13 | 0.99 | 0.00 | 1.00 | FALSE |
17 | GTEx | Esophagus Mucosa | RP11-263K19.4 | 0.14 | 0.14 | lasso | 4 | 0.12 | 1.5e-08 | 6.3 | -6.2 | 4.8e-10 | 0.76 | 0.72 | 0.28 | FALSE |
18 | GTEx | Esophagus Muscularis | GBAP1 | 0.09 | 0.13 | enet | 4 | 0.12 | 8.9e-08 | 5.9 | 6.2 | 6.1e-10 | -0.73 | 0.54 | 0.46 | FALSE |
19 | GTEx | Heart Left Ventricle | GBAP1 | 0.18 | 0.22 | enet | 13 | 0.18 | 1.1e-09 | 5.9 | 5.6 | 2.2e-08 | -0.68 | 0.85 | 0.15 | FALSE |
20 | GTEx | Lung | GBAP1 | 0.16 | 0.16 | lasso | 5 | 0.15 | 1.6e-11 | 5.9 | 6.0 | 2.5e-09 | -0.70 | 0.91 | 0.09 | FALSE |
21 | GTEx | Lung | THBS3 | 0.11 | 0.07 | lasso | 4 | 0.04 | 1.0e-03 | 6.3 | -6.1 | 1.1e-09 | 0.72 | 0.63 | 0.26 | FALSE |
22 | GTEx | Nerve Tibial | GBAP1 | 0.12 | 0.14 | lasso | 1 | 0.14 | 8.9e-10 | 6.3 | 6.3 | 3.2e-10 | -0.75 | 0.75 | 0.25 | FALSE |
23 | GTEx | Nerve Tibial | GBA | 0.14 | 0.02 | lasso | 5 | 0.01 | 3.3e-02 | 6.3 | 5.8 | 6.6e-09 | -0.66 | 0.40 | 0.14 | FALSE |
24 | GTEx | Pancreas | GBAP1 | 0.12 | 0.17 | enet | 10 | 0.14 | 2.4e-06 | 5.9 | 5.2 | 1.6e-07 | -0.64 | 0.41 | 0.50 | FALSE |
25 | GTEx | Pancreas | THBS3 | 0.36 | 0.14 | lasso | 6 | 0.12 | 1.0e-05 | 6.0 | -5.5 | 3.0e-08 | 0.70 | 0.32 | 0.16 | FALSE |
26 | GTEx | Pancreas | GBA | 0.12 | 0.05 | enet | 10 | 0.02 | 4.2e-02 | 6.3 | 5.9 | 4.4e-09 | -0.67 | 0.12 | 0.65 | FALSE |
27 | GTEx | Prostate | GBAP1 | 0.47 | 0.30 | lasso | 7 | 0.32 | 1.1e-08 | 6.3 | 5.6 | 1.8e-08 | -0.75 | 0.24 | 0.74 | FALSE |
28 | GTEx | Skin Not Sun Exposed Suprapubic | GBAP1 | 0.15 | 0.06 | lasso | 4 | 0.06 | 3.6e-04 | -7.2 | 7.3 | 2.7e-13 | -0.96 | 0.01 | 0.99 | FALSE |
29 | GTEx | Skin Sun Exposed Lower leg | RP11-263K19.4 | 0.04 | 0.01 | enet | 9 | 0.01 | 3.3e-02 | 6.3 | -5.8 | 6.1e-09 | 0.70 | 0.21 | 0.40 | FALSE |
30 | GTEx | Small Intestine Terminal Ileum | GBAP1 | 0.20 | 0.13 | lasso | 10 | 0.11 | 1.8e-03 | -3.2 | 5.4 | 8.4e-08 | -0.77 | 0.08 | 0.52 | FALSE |
31 | GTEx | Spleen | GBAP1 | 0.33 | 0.23 | enet | 20 | 0.28 | 7.9e-08 | 6.0 | 6.5 | 9.7e-11 | -0.79 | 0.03 | 0.96 | FALSE |
32 | GTEx | Spleen | RP11-422P24.10 | 0.28 | -0.01 | enet | 23 | 0.01 | 1.8e-01 | 3.7 | 6.0 | 1.6e-09 | -0.03 | 0.03 | 0.34 | TRUE |
33 | GTEx | Stomach | GBAP1 | 0.09 | 0.12 | lasso | 3 | 0.13 | 1.2e-06 | 5.9 | 5.2 | 2.0e-07 | -0.62 | 0.62 | 0.31 | FALSE |
34 | GTEx | Testis | THBS3 | 0.11 | 0.11 | lasso | 2 | 0.09 | 1.2e-04 | 5.9 | -6.0 | 1.9e-09 | 0.71 | 0.23 | 0.62 | FALSE |
35 | GTEx | Testis | MUC1 | 0.20 | 0.02 | lasso | 7 | 0.07 | 7.5e-04 | -7.2 | -5.2 | 1.7e-07 | 0.71 | 0.01 | 0.97 | FALSE |
36 | GTEx | Testis | RP11-263K19.4 | 0.08 | 0.12 | lasso | 2 | 0.10 | 2.4e-05 | 5.9 | -5.9 | 3.0e-09 | 0.70 | 0.16 | 0.64 | FALSE |
37 | GTEx | Thyroid | GBAP1 | 0.23 | 0.28 | lasso | 10 | 0.27 | 4.6e-21 | 6.0 | 6.1 | 1.1e-09 | -0.75 | 0.79 | 0.21 | FALSE |
38 | GTEx | Vagina | GBAP1 | 0.27 | 0.08 | lasso | 7 | 0.17 | 1.3e-04 | -3.9 | 5.7 | 1.2e-08 | -0.74 | 0.03 | 0.88 | FALSE |
39 | GTEx | Whole Blood | THBS3 | 0.17 | 0.20 | enet | 5 | 0.21 | 1.0e-18 | 6.3 | -6.2 | 5.9e-10 | 0.75 | 0.80 | 0.20 | FALSE |
40 | GTEx | Whole Blood | RP11-263K19.4 | 0.15 | 0.17 | lasso | 4 | 0.17 | 9.5e-16 | 6.3 | -6.2 | 6.3e-10 | 0.74 | 0.82 | 0.18 | FALSE |
41 | METSIM | Adipose | THBS3 | 0.09 | 0.10 | lasso | 7 | 0.12 | 4.7e-17 | 6.3 | -6.1 | 9.2e-10 | 0.69 | 0.79 | 0.21 | FALSE |
42 | The Cancer Genome Atlas | Bladder Urothelial Carcinoma | TRIM46 | 0.03 | 0.00 | blup | 33 | 0.02 | 3.6e-03 | -7.3 | -5.7 | 9.2e-09 | 0.85 | 0.01 | 0.69 | FALSE |
43 | The Cancer Genome Atlas | Breast Invasive Carcinoma | GBA | 0.03 | 0.00 | blup | 26 | 0.02 | 3.1e-04 | -3.0 | 5.3 | 1.1e-07 | -0.68 | 0.03 | 0.69 | FALSE |
44 | The Cancer Genome Atlas | Breast Invasive Carcinoma | GBAP1 | 0.02 | 0.03 | lasso | 4 | 0.03 | 1.3e-07 | 6.3 | 5.7 | 1.4e-08 | -0.68 | 0.28 | 0.70 | FALSE |
45 | The Cancer Genome Atlas | Breast Invasive Carcinoma | THBS3 | 0.02 | 0.02 | blup | 26 | 0.02 | 4.0e-05 | 6.0 | -5.2 | 2.1e-07 | 0.72 | 0.08 | 0.80 | FALSE |
46 | The Cancer Genome Atlas | Breast Invasive Carcinoma | TRIM46 | 0.03 | 0.01 | blup | 32 | 0.01 | 4.9e-03 | -7.4 | -6.1 | 1.4e-09 | 0.72 | 0.00 | 0.68 | FALSE |
47 | The Cancer Genome Atlas | Esophageal Carcinoma | FAM189B | 0.36 | 0.05 | lasso | 3 | 0.02 | 6.1e-02 | 6.3 | 6.2 | 5.9e-10 | -0.75 | 0.00 | 0.26 | FALSE |
48 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | MUC1 | 0.04 | 0.01 | enet | 4 | 0.02 | 1.3e-03 | -7.3 | -7.3 | 2.4e-13 | 0.88 | 0.00 | 0.86 | TRUE |
49 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | THBS3 | 0.02 | 0.03 | lasso | 4 | 0.03 | 2.1e-04 | 6.3 | -6.4 | 2.0e-10 | 0.80 | 0.03 | 0.92 | FALSE |
50 | The Cancer Genome Atlas | Brain Lower Grade Glioma | GBAP1 | 0.03 | 0.01 | blup | 26 | 0.02 | 1.9e-03 | -3.2 | 5.6 | 2.0e-08 | -0.81 | 0.04 | 0.81 | FALSE |
51 | The Cancer Genome Atlas | Lung Adenocarcinoma | GBAP1 | 0.02 | 0.03 | enet | 2 | 0.02 | 2.3e-03 | 6.3 | 6.3 | 3.1e-10 | -0.76 | 0.02 | 0.57 | FALSE |
52 | The Cancer Genome Atlas | Ovarian Serous Cystadenocarcinoma | GBAP1 | 0.05 | 0.04 | blup | 26 | 0.04 | 1.6e-03 | 6.3 | 6.8 | 1.0e-11 | -0.84 | 0.01 | 0.84 | FALSE |
53 | The Cancer Genome Atlas | Ovarian Serous Cystadenocarcinoma | TRIM46 | 0.08 | 0.08 | lasso | 2 | 0.07 | 2.1e-05 | 6.3 | -6.3 | 3.2e-10 | 0.75 | 0.08 | 0.75 | FALSE |
54 | The Cancer Genome Atlas | Prostate Adenocarcinoma | THBS3 | 0.10 | 0.12 | enet | 11 | 0.10 | 4.4e-11 | 6.0 | -6.2 | 6.6e-10 | 0.73 | 0.84 | 0.16 | FALSE |
55 | The Cancer Genome Atlas | Thyroid Carcinoma | GBAP1 | 0.02 | 0.01 | blup | 24 | 0.02 | 3.0e-03 | 6.3 | 5.8 | 5.0e-09 | -0.80 | 0.01 | 0.63 | FALSE |