Best TWAS P=1.97e-12 · Best GWAS P=7.22e-11 conditioned to 1
# | 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 | NT5DC2 | 0.11 | 0.05 | enet | 22 | 0.04 | 5.0e-06 | 4.0 | -5.7 | 1.4e-08 | -0.47 | 0.25 | 0.69 | FALSE |
2 | GTEx | Breast Mammary Tissue (Female) | RFT1 | 0.09 | 0.00 | enet | 15 | 0.00 | 2.8e-01 | 3.9 | 5.1 | 2.8e-07 | 0.39 | 0.05 | 0.10 | FALSE |
3 | GTEx | Esophagus Mucosa | RFT1 | 0.24 | 0.24 | enet | 10 | 0.22 | 6.2e-15 | 4.5 | 5.4 | 6.2e-08 | 0.50 | 0.99 | 0.01 | FALSE |
4 | GTEx | Pancreas | RFT1 | 0.32 | 0.13 | lasso | 4 | 0.17 | 1.3e-07 | 6.5 | 5.7 | 1.2e-08 | 0.93 | 0.00 | 1.00 | TRUE |
5 | GTEx | Prostate | RFT1 | 0.39 | 0.18 | enet | 17 | 0.24 | 1.1e-06 | 4.5 | 6.9 | 4.8e-12 | 0.68 | 0.09 | 0.85 | TRUE |
6 | GTEx | Skin Not Sun Exposed Suprapubic | GNL3 | 0.07 | 0.06 | lasso | 4 | 0.06 | 4.5e-04 | 4.3 | 5.8 | 7.3e-09 | 0.73 | 0.05 | 0.83 | FALSE |
7 | GTEx | Stomach | RFT1 | 0.23 | 0.03 | enet | 19 | 0.06 | 6.3e-04 | 4.5 | 6.6 | 5.0e-11 | 0.75 | 0.08 | 0.85 | FALSE |
8 | YFS | Blood | ITIH4 | 0.63 | 0.34 | enet | 95 | 0.50 | 2.9e-192 | 6.4 | -5.4 | 7.2e-08 | -0.57 | 0.00 | 1.00 | FALSE |
9 | YFS | Blood | TMEM110 | 0.11 | 0.08 | lasso | 9 | 0.09 | 3.8e-29 | 5.4 | 5.6 | 2.5e-08 | 0.73 | 0.50 | 0.50 | FALSE |
10 | The Cancer Genome Atlas | Bladder Urothelial Carcinoma | RFT1 | 0.18 | 0.10 | lasso | 7 | 0.10 | 1.8e-08 | 6.0 | 6.1 | 8.6e-10 | 0.97 | 0.00 | 1.00 | FALSE |
11 | The Cancer Genome Atlas | Bladder Urothelial Carcinoma | TMEM110 | 0.19 | 0.13 | blup | 59 | 0.13 | 4.2e-11 | 5.5 | 6.3 | 2.8e-10 | 0.84 | 0.08 | 0.92 | TRUE |
12 | The Cancer Genome Atlas | Breast Invasive Carcinoma | GLT8D1 | 0.10 | 0.01 | enet | 7 | 0.03 | 4.4e-06 | 5.6 | 5.5 | 2.9e-08 | 0.45 | 0.00 | 0.96 | TRUE |
13 | The Cancer Genome Atlas | Breast Invasive Carcinoma | RFT1 | 0.10 | 0.08 | enet | 11 | 0.15 | 2.3e-29 | 5.8 | 6.5 | 9.8e-11 | 0.80 | 0.03 | 0.97 | FALSE |
14 | The Cancer Genome Atlas | Breast Invasive Carcinoma | TMEM110 | 0.13 | 0.09 | lasso | 3 | 0.10 | 5.9e-20 | 5.7 | 5.9 | 3.2e-09 | 0.82 | 0.21 | 0.78 | FALSE |
15 | The Cancer Genome Atlas | Cervical Squamous Cell Carcinoma | RFT1 | 0.14 | 0.08 | enet | 12 | 0.15 | 5.5e-08 | 6.0 | 6.4 | 1.4e-10 | 0.78 | 0.01 | 0.99 | FALSE |
16 | The Cancer Genome Atlas | Cervical Squamous Cell Carcinoma | TMEM110 | 0.24 | 0.09 | blup | 59 | 0.14 | 1.4e-07 | 5.5 | 5.8 | 7.1e-09 | 0.76 | 0.02 | 0.97 | FALSE |
17 | The Cancer Genome Atlas | Colon Adenocarcinoma | RFT1 | 0.10 | 0.05 | enet | 12 | 0.05 | 1.0e-03 | 6.1 | 6.5 | 7.2e-11 | 0.87 | 0.01 | 0.94 | FALSE |
18 | The Cancer Genome Atlas | Esophageal Carcinoma | TMEM110 | 0.35 | 0.07 | enet | 18 | 0.21 | 3.2e-07 | 5.7 | 5.3 | 1.4e-07 | 0.72 | 0.05 | 0.85 | FALSE |
19 | The Cancer Genome Atlas | Glioblastoma Multiforme | RFT1 | 0.20 | 0.14 | enet | 11 | 0.09 | 8.8e-04 | 4.5 | 5.8 | 5.8e-09 | 0.63 | 0.12 | 0.44 | FALSE |
20 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | RFT1 | 0.14 | 0.10 | lasso | 4 | 0.12 | 8.4e-14 | 4.5 | 6.0 | 2.1e-09 | 0.62 | 0.90 | 0.09 | FALSE |
21 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | TMEM110 | 0.27 | 0.10 | blup | 59 | 0.14 | 3.0e-15 | 5.4 | 6.1 | 1.3e-09 | 0.84 | 0.01 | 0.99 | FALSE |
22 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | RFT1 | 0.15 | 0.21 | lasso | 8 | 0.22 | 1.4e-24 | 4.5 | 5.3 | 1.5e-07 | 0.49 | 0.93 | 0.07 | FALSE |
23 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | TMEM110 | 0.29 | 0.16 | lasso | 6 | 0.17 | 1.8e-18 | 5.7 | 5.9 | 3.8e-09 | 0.78 | 0.20 | 0.80 | FALSE |
24 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | RFT1 | 0.24 | 0.12 | lasso | 5 | 0.20 | 1.3e-11 | 5.8 | 6.3 | 3.9e-10 | 0.81 | 0.02 | 0.98 | FALSE |
25 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | SPCS1 | 0.28 | 0.04 | lasso | 2 | 0.01 | 4.6e-02 | 5.6 | 5.4 | 6.8e-08 | 0.53 | 0.00 | 0.95 | FALSE |
26 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | TMEM110 | 0.21 | 0.10 | lasso | 4 | 0.08 | 2.3e-05 | 5.5 | 6.0 | 2.7e-09 | 0.78 | 0.06 | 0.93 | FALSE |
27 | The Cancer Genome Atlas | Brain Lower Grade Glioma | GLT8D1 | 0.22 | 0.08 | lasso | 1 | 0.07 | 8.5e-09 | 5.6 | 5.6 | 2.2e-08 | 0.54 | 0.00 | 1.00 | FALSE |
28 | The Cancer Genome Atlas | Brain Lower Grade Glioma | NISCH | 0.06 | 0.05 | lasso | 4 | 0.04 | 7.5e-06 | 5.9 | 5.8 | 8.1e-09 | 0.54 | 0.00 | 1.00 | FALSE |
29 | The Cancer Genome Atlas | Brain Lower Grade Glioma | RFT1 | 0.22 | 0.28 | enet | 13 | 0.31 | 2.5e-36 | 4.5 | 5.6 | 2.1e-08 | 0.62 | 0.94 | 0.06 | FALSE |
30 | The Cancer Genome Atlas | Brain Lower Grade Glioma | SPCS1 | 0.15 | 0.03 | lasso | 3 | 0.04 | 4.3e-05 | 5.6 | 6.2 | 5.6e-10 | 0.58 | 0.00 | 0.96 | TRUE |
31 | The Cancer Genome Atlas | Brain Lower Grade Glioma | TMEM110 | 0.13 | 0.06 | blup | 59 | 0.08 | 3.3e-09 | 3.5 | 5.8 | 6.7e-09 | 0.67 | 0.80 | 0.20 | FALSE |
32 | The Cancer Genome Atlas | Liver Hepatocellular Carcinoma | RFT1 | 0.31 | 0.07 | blup | 45 | 0.19 | 1.8e-09 | 4.2 | 7.0 | 2.0e-12 | 0.86 | 0.02 | 0.98 | TRUE |
33 | The Cancer Genome Atlas | Liver Hepatocellular Carcinoma | SFMBT1 | 0.17 | 0.08 | lasso | 2 | 0.06 | 5.5e-04 | 6.0 | 6.1 | 1.1e-09 | 0.97 | 0.01 | 0.94 | FALSE |
34 | The Cancer Genome Atlas | Lung Adenocarcinoma | GNL3 | 0.20 | 0.07 | lasso | 3 | 0.07 | 1.0e-08 | 5.9 | 5.2 | 1.8e-07 | 0.54 | 0.00 | 1.00 | FALSE |
35 | The Cancer Genome Atlas | Lung Adenocarcinoma | RFT1 | 0.14 | 0.11 | blup | 45 | 0.11 | 1.9e-12 | 5.8 | 6.3 | 3.0e-10 | 0.92 | 0.01 | 0.99 | TRUE |
36 | The Cancer Genome Atlas | Lung Adenocarcinoma | SPCS1 | 0.11 | 0.00 | blup | 41 | 0.01 | 9.9e-03 | -3.5 | 6.4 | 1.5e-10 | 0.36 | 0.01 | 0.39 | TRUE |
37 | The Cancer Genome Atlas | Lung Adenocarcinoma | TMEM110 | 0.16 | 0.13 | lasso | 3 | 0.12 | 2.1e-14 | 5.7 | 5.7 | 1.2e-08 | 0.76 | 0.18 | 0.82 | FALSE |
38 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | RFT1 | 0.07 | 0.03 | enet | 7 | 0.06 | 1.2e-07 | 5.3 | 6.5 | 5.8e-11 | 0.75 | 0.02 | 0.98 | FALSE |
39 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | TMEM110 | 0.19 | 0.10 | lasso | 5 | 0.11 | 2.1e-12 | 5.7 | 5.7 | 9.6e-09 | 0.71 | 0.19 | 0.81 | FALSE |
40 | The Cancer Genome Atlas | Ovarian Serous Cystadenocarcinoma | GLT8D1 | 0.20 | 0.05 | lasso | 1 | 0.04 | 1.0e-03 | 5.6 | 5.6 | 2.2e-08 | 0.54 | 0.00 | 0.97 | FALSE |
41 | The Cancer Genome Atlas | Ovarian Serous Cystadenocarcinoma | RFT1 | 0.21 | 0.10 | lasso | 6 | 0.23 | 1.9e-15 | 6.0 | 6.4 | 1.9e-10 | 0.82 | 0.01 | 0.99 | FALSE |
42 | The Cancer Genome Atlas | Ovarian Serous Cystadenocarcinoma | TMEM110 | 0.20 | 0.13 | blup | 59 | 0.15 | 3.0e-10 | 6.4 | 6.3 | 3.0e-10 | 0.82 | 0.00 | 1.00 | FALSE |
43 | The Cancer Genome Atlas | Pancreatic Adenocarcinoma | RFT1 | 0.41 | 0.17 | enet | 12 | 0.16 | 2.4e-07 | 4.5 | 6.0 | 2.7e-09 | 0.66 | 0.32 | 0.65 | FALSE |
44 | The Cancer Genome Atlas | Pancreatic Adenocarcinoma | TMEM110 | 0.36 | 0.05 | blup | 59 | 0.08 | 3.4e-04 | 5.7 | 5.8 | 8.3e-09 | 0.77 | 0.02 | 0.64 | FALSE |
45 | The Cancer Genome Atlas | Pheochromocytoma and Paraganglioma | RFT1 | 0.23 | 0.09 | blup | 45 | 0.08 | 3.8e-04 | 3.9 | 5.2 | 1.6e-07 | 0.58 | 0.24 | 0.28 | FALSE |
46 | The Cancer Genome Atlas | Pheochromocytoma and Paraganglioma | TMEM110 | 0.26 | 0.09 | lasso | 4 | 0.09 | 1.6e-04 | 5.6 | 5.7 | 1.2e-08 | 0.74 | 0.11 | 0.76 | FALSE |
47 | The Cancer Genome Atlas | Prostate Adenocarcinoma | RFT1 | 0.18 | 0.09 | blup | 45 | 0.09 | 4.8e-10 | 6.0 | 6.0 | 1.8e-09 | 0.93 | 0.01 | 0.99 | FALSE |
48 | The Cancer Genome Atlas | Prostate Adenocarcinoma | SFMBT1 | 0.27 | 0.07 | lasso | 7 | 0.06 | 2.9e-07 | 6.0 | 5.5 | 3.3e-08 | 0.97 | 0.01 | 0.99 | FALSE |
49 | The Cancer Genome Atlas | Prostate Adenocarcinoma | TMEM110 | 0.20 | 0.06 | blup | 59 | 0.10 | 1.2e-10 | 6.4 | 6.4 | 2.0e-10 | 0.83 | 0.00 | 1.00 | FALSE |
50 | The Cancer Genome Atlas | Soft Tissue Sarcoma | RFT1 | 0.16 | 0.12 | enet | 16 | 0.14 | 1.7e-08 | 6.0 | 6.5 | 1.0e-10 | 0.90 | 0.00 | 0.99 | FALSE |
51 | The Cancer Genome Atlas | Soft Tissue Sarcoma | TMEM110 | 0.12 | 0.07 | blup | 59 | 0.12 | 7.5e-08 | 6.2 | 6.0 | 2.5e-09 | 0.73 | 0.02 | 0.98 | FALSE |
52 | The Cancer Genome Atlas | Skin Cutaneous Melanoma | RFT1 | 0.29 | 0.04 | blup | 45 | 0.11 | 8.2e-04 | 5.8 | 6.8 | 1.4e-11 | 0.79 | 0.01 | 0.86 | FALSE |
53 | The Cancer Genome Atlas | Skin Cutaneous Melanoma | TMEM110 | 0.33 | 0.15 | enet | 10 | 0.16 | 4.6e-05 | 5.7 | 5.3 | 1.2e-07 | 0.57 | 0.03 | 0.66 | FALSE |
54 | The Cancer Genome Atlas | Stomach Adenocarcinoma | RFT1 | 0.13 | 0.05 | blup | 45 | 0.10 | 6.9e-08 | 6.0 | 7.0 | 3.1e-12 | 0.85 | 0.01 | 0.99 | FALSE |
55 | The Cancer Genome Atlas | Stomach Adenocarcinoma | TMEM110 | 0.19 | 0.12 | blup | 59 | 0.13 | 1.6e-09 | 5.6 | 6.1 | 1.1e-09 | 0.79 | 0.20 | 0.80 | FALSE |
56 | The Cancer Genome Atlas | Testicular Germ Cell Tumors | RFT1 | 0.39 | 0.22 | lasso | 4 | 0.25 | 3.1e-09 | 5.8 | 6.2 | 5.9e-10 | 0.94 | 0.01 | 0.99 | FALSE |
57 | The Cancer Genome Atlas | Testicular Germ Cell Tumors | TMEM110 | 0.20 | 0.01 | lasso | 2 | 0.09 | 3.2e-04 | 6.4 | 6.4 | 1.3e-10 | 0.97 | 0.00 | 0.88 | TRUE |
58 | The Cancer Genome Atlas | Thyroid Carcinoma | TMEM110 | 0.09 | 0.00 | blup | 59 | 0.02 | 1.0e-02 | 4.8 | 5.3 | 8.7e-08 | 0.60 | 0.02 | 0.23 | FALSE |
59 | The Cancer Genome Atlas | Uterine Corpus Endometrial Carcinoma | RFT1 | 0.29 | 0.15 | blup | 45 | 0.15 | 6.5e-05 | 5.3 | 7.0 | 2.8e-12 | 0.85 | 0.02 | 0.87 | FALSE |