Best TWAS P=4.75e-11 · Best GWAS P=1.24e-10 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 | PROCR | 0.05 | 0.04 | lasso | 6 | 0.03 | 8.0e-05 | -5.5 | 6.0 | 1.8e-09 | -0.39 | 0.19 | 0.76 | TRUE |
2 | CommonMind | Brain Pre-frontal Cortex | UQCC | 0.07 | 0.04 | lasso | 2 | 0.05 | 1.4e-06 | -5.7 | 5.4 | 5.8e-08 | -0.93 | 0.02 | 0.98 | FALSE |
3 | GTEx | Adipose Subcutaneous | UQCC1 | 0.09 | 0.12 | lasso | 2 | 0.11 | 4.5e-09 | -6.2 | 6.2 | 7.2e-10 | -1.00 | 0.02 | 0.98 | FALSE |
4 | GTEx | Adipose Subcutaneous | MMP24 | 0.22 | 0.13 | enet | 8 | 0.14 | 1.7e-11 | -4.0 | 5.2 | 2.2e-07 | -0.40 | 1.00 | 0.00 | FALSE |
5 | GTEx | Adipose Visceral Omentum | UQCC1 | 0.15 | 0.08 | lasso | 7 | 0.07 | 1.6e-04 | -6.2 | 5.8 | 5.0e-09 | -0.96 | 0.03 | 0.96 | FALSE |
6 | GTEx | Adrenal Gland | MMP24-AS1 | 0.18 | 0.04 | enet | 10 | 0.13 | 2.2e-05 | -5.1 | 5.8 | 7.5e-09 | -0.81 | 0.14 | 0.47 | FALSE |
7 | GTEx | Breast Mammary Tissue | MMP24-AS1 | 0.15 | 0.06 | enet | 10 | 0.08 | 7.1e-05 | -4.0 | 5.9 | 3.5e-09 | -0.37 | 0.15 | 0.56 | FALSE |
8 | GTEx | Breast Mammary Tissue (Male) | UQCC1 | 0.06 | 0.04 | lasso | 1 | 0.02 | 1.4e-01 | -6.4 | 6.4 | 1.2e-10 | -1.00 | 0.03 | 0.29 | FALSE |
9 | GTEx | Cells EBV-transformed lymphocytes | PROCR | 0.19 | 0.05 | enet | 25 | 0.09 | 7.3e-04 | -5.5 | -5.4 | 6.5e-08 | 0.63 | 0.06 | 0.46 | TRUE |
10 | GTEx | Cells Transformed fibroblasts | PROCR | 0.14 | 0.13 | lasso | 2 | 0.11 | 1.9e-08 | -5.4 | 5.4 | 7.6e-08 | -0.22 | 0.78 | 0.22 | FALSE |
11 | GTEx | Cells Transformed fibroblasts | UQCC1 | 0.23 | 0.24 | lasso | 8 | 0.25 | 9.4e-19 | -6.2 | 5.9 | 3.2e-09 | -0.98 | 0.02 | 0.98 | FALSE |
12 | GTEx | Cells Transformed fibroblasts | MMP24 | 0.11 | 0.03 | enet | 11 | 0.04 | 8.5e-04 | -4.0 | 5.7 | 1.4e-08 | -0.42 | 0.31 | 0.63 | FALSE |
13 | GTEx | Cells Transformed fibroblasts | MMP24-AS1 | 0.15 | 0.04 | lasso | 2 | 0.04 | 8.3e-04 | -4.0 | 5.3 | 1.3e-07 | -0.41 | 0.44 | 0.47 | FALSE |
14 | GTEx | Esophagus Mucosa | UQCC1 | 0.13 | 0.10 | enet | 10 | 0.07 | 1.1e-05 | -6.4 | 6.6 | 4.8e-11 | -0.96 | 0.02 | 0.98 | TRUE |
15 | GTEx | Esophagus Mucosa | MMP24-AS1 | 0.32 | 0.16 | lasso | 4 | 0.17 | 2.9e-11 | -4.2 | 5.1 | 3.0e-07 | -0.29 | 0.99 | 0.01 | FALSE |
16 | GTEx | Lung | TRPC4AP | 0.07 | 0.00 | lasso | 6 | 0.00 | 6.6e-01 | -5.5 | 5.1 | 3.1e-07 | -0.29 | 0.09 | 0.05 | FALSE |
17 | GTEx | Lung | UQCC1 | 0.13 | 0.08 | lasso | 5 | 0.06 | 1.0e-05 | -6.2 | 6.2 | 6.5e-10 | -0.99 | 0.02 | 0.98 | FALSE |
18 | GTEx | Lung | EIF6 | 0.20 | 0.10 | lasso | 6 | 0.09 | 3.4e-07 | -6.2 | -6.0 | 1.6e-09 | 0.41 | 0.04 | 0.96 | FALSE |
19 | GTEx | Lung | RP4-614O4.11 | 0.18 | 0.04 | lasso | 6 | 0.07 | 8.8e-06 | -6.2 | -5.6 | 2.1e-08 | 0.37 | 0.07 | 0.91 | FALSE |
20 | GTEx | Muscle Skeletal | MMP24-AS1 | 0.27 | 0.06 | lasso | 3 | 0.04 | 1.3e-04 | -4.2 | 5.5 | 3.6e-08 | -0.41 | 0.28 | 0.53 | FALSE |
21 | GTEx | Nerve Tibial | UQCC1 | 0.07 | 0.04 | enet | 6 | 0.03 | 2.7e-03 | -6.2 | 5.8 | 8.0e-09 | -0.97 | 0.03 | 0.96 | FALSE |
22 | GTEx | Skin Not Sun Exposed Suprapubic | MMP24 | 0.30 | 0.07 | lasso | 7 | 0.10 | 5.6e-06 | -6.2 | 6.2 | 5.3e-10 | -0.41 | 0.08 | 0.89 | FALSE |
23 | GTEx | Skin Not Sun Exposed Suprapubic | MMP24-AS1 | 0.13 | 0.04 | lasso | 6 | 0.04 | 3.3e-03 | -6.2 | 6.3 | 3.9e-10 | -0.40 | 0.06 | 0.51 | FALSE |
24 | GTEx | Skin Not Sun Exposed Suprapubic | RP4-614O4.11 | 0.26 | 0.04 | lasso | 8 | 0.03 | 6.9e-03 | -4.2 | -5.3 | 1.1e-07 | 0.42 | 0.60 | 0.27 | FALSE |
25 | GTEx | Skin Sun Exposed Lower leg | UQCC1 | 0.19 | 0.13 | enet | 16 | 0.10 | 8.1e-09 | -6.2 | 5.4 | 7.7e-08 | -0.92 | 0.02 | 0.98 | FALSE |
26 | GTEx | Skin Sun Exposed Lower leg | MMP24 | 0.42 | 0.14 | lasso | 8 | 0.14 | 2.5e-11 | -6.2 | 6.6 | 4.7e-11 | -0.47 | 0.03 | 0.97 | FALSE |
27 | GTEx | Skin Sun Exposed Lower leg | MMP24-AS1 | 0.61 | 0.13 | lasso | 17 | 0.12 | 4.8e-10 | -6.2 | 6.2 | 6.4e-10 | -0.33 | 0.03 | 0.97 | FALSE |
28 | GTEx | Small Intestine Terminal Ileum | MAP1LC3A | 0.45 | 0.01 | lasso | 9 | 0.05 | 3.3e-02 | -5.6 | -5.5 | 4.3e-08 | 0.09 | 0.04 | 0.72 | TRUE |
29 | GTEx | Stomach | UQCC1 | 0.09 | 0.14 | lasso | 2 | 0.15 | 1.9e-07 | -6.2 | 6.3 | 3.6e-10 | -0.95 | 0.02 | 0.97 | FALSE |
30 | GTEx | Whole Blood | MMP24-AS1 | 0.21 | 0.07 | lasso | 5 | 0.09 | 1.5e-08 | -4.2 | 5.4 | 8.1e-08 | -0.29 | 0.56 | 0.43 | FALSE |
31 | METSIM | Adipose | UQCC1 | 0.09 | 0.04 | enet | 18 | 0.05 | 1.5e-07 | -6.2 | 6.3 | 2.4e-10 | -0.98 | 0.02 | 0.98 | FALSE |
32 | NTR | Blood | EIF6 | 0.07 | 0.05 | lasso | 3 | 0.05 | 4.1e-16 | -6.2 | -6.2 | 4.1e-10 | 0.32 | 0.03 | 0.97 | FALSE |
33 | NTR | Blood | UQCC | 0.01 | 0.01 | enet | 6 | 0.00 | 1.6e-02 | -6.2 | 6.2 | 4.1e-10 | -0.98 | 0.02 | 0.95 | FALSE |
34 | ROSMAP | Brain Pre-frontal Cortex | TRPC4AP | 0.05 | 0.03 | lasso | 4 | 0.03 | 8.7e-05 | -5.5 | 5.6 | 1.8e-08 | -0.25 | 0.51 | 0.24 | FALSE |
35 | ROSMAP | Brain Pre-frontal Cortex | UQCC1 | 0.05 | 0.05 | lasso | 5 | 0.06 | 1.7e-08 | -6.4 | 6.4 | 1.3e-10 | -0.91 | 0.02 | 0.98 | FALSE |
36 | ROSMAP | Brain Pre-frontal Cortex | GDF5 | 0.10 | 0.13 | lasso | 2 | 0.12 | 2.9e-15 | -6.2 | -6.2 | 4.1e-10 | 0.99 | 0.02 | 0.98 | FALSE |
37 | YFS | Blood | EIF2S2 | 0.07 | 0.07 | enet | 25 | 0.06 | 4.3e-20 | -5.0 | 5.4 | 5.4e-08 | -0.04 | 0.39 | 0.60 | FALSE |
38 | YFS | Blood | EIF6 | 0.02 | 0.00 | blup | 341 | 0.01 | 4.1e-05 | -2.6 | -5.5 | 4.7e-08 | 0.39 | 0.86 | 0.05 | FALSE |
39 | YFS | Blood | PROCR | 0.01 | 0.00 | blup | 348 | 0.01 | 3.3e-03 | -2.4 | 5.1 | 2.8e-07 | -0.72 | 0.04 | 0.89 | FALSE |
40 | YFS | Blood | UQCC | 0.21 | 0.19 | lasso | 26 | 0.20 | 6.4e-64 | -6.2 | 6.1 | 1.4e-09 | -0.96 | 0.02 | 0.98 | FALSE |
41 | The Cancer Genome Atlas | Bladder Urothelial Carcinoma | MMP24 | 0.10 | 0.03 | enet | 14 | 0.05 | 5.1e-05 | -4.0 | 5.7 | 9.4e-09 | -0.39 | 0.10 | 0.75 | FALSE |
42 | The Cancer Genome Atlas | Bladder Urothelial Carcinoma | UQCC | 0.03 | 0.04 | blup | 67 | 0.03 | 2.6e-03 | -6.3 | 6.5 | 9.7e-11 | -0.98 | 0.02 | 0.90 | FALSE |
43 | The Cancer Genome Atlas | Breast Invasive Carcinoma | PROCR | 0.05 | 0.02 | blup | 44 | 0.05 | 1.3e-09 | -5.4 | 5.2 | 1.9e-07 | -0.38 | 0.01 | 0.99 | FALSE |
44 | The Cancer Genome Atlas | Breast Invasive Carcinoma | UQCC | 0.08 | 0.11 | blup | 67 | 0.12 | 1.1e-22 | -6.4 | 5.5 | 3.0e-08 | -0.96 | 0.02 | 0.98 | FALSE |
45 | The Cancer Genome Atlas | Colon Adenocarcinoma | PROCR | 0.09 | 0.07 | lasso | 2 | 0.06 | 2.0e-04 | -5.5 | 5.6 | 2.7e-08 | -0.26 | 0.01 | 0.96 | FALSE |
46 | The Cancer Genome Atlas | Glioblastoma Multiforme | UQCC | 0.15 | 0.02 | blup | 67 | 0.04 | 2.0e-02 | -2.9 | 6.0 | 2.4e-09 | -0.78 | 0.02 | 0.50 | FALSE |
47 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | CEP250 | 0.02 | 0.01 | blup | 43 | 0.02 | 8.0e-04 | -3.7 | -5.1 | 2.9e-07 | 0.84 | 0.04 | 0.77 | FALSE |
48 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | EIF6 | 0.03 | 0.03 | enet | 11 | 0.03 | 2.4e-04 | -4.2 | -5.4 | 7.2e-08 | 0.17 | 0.06 | 0.20 | FALSE |
49 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | UQCC | 0.05 | 0.06 | blup | 66 | 0.06 | 3.6e-07 | -5.2 | 6.0 | 1.9e-09 | -0.95 | 0.02 | 0.98 | FALSE |
50 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | UQCC | 0.09 | 0.10 | blup | 67 | 0.10 | 7.2e-11 | -6.2 | 5.3 | 1.5e-07 | -0.96 | 0.02 | 0.98 | FALSE |
51 | The Cancer Genome Atlas | Brain Lower Grade Glioma | GDF5 | 0.09 | 0.11 | blup | 76 | 0.12 | 1.0e-13 | -6.3 | -6.3 | 2.7e-10 | 0.89 | 0.02 | 0.98 | TRUE |
52 | The Cancer Genome Atlas | Brain Lower Grade Glioma | PROCR | 0.10 | 0.11 | lasso | 4 | 0.12 | 5.5e-13 | -5.6 | 5.4 | 6.0e-08 | -0.25 | 0.01 | 0.99 | FALSE |
53 | The Cancer Genome Atlas | Brain Lower Grade Glioma | UQCC | 0.04 | 0.06 | lasso | 6 | 0.05 | 2.3e-06 | -6.2 | 6.2 | 4.1e-10 | -1.00 | 0.02 | 0.98 | FALSE |
54 | The Cancer Genome Atlas | Lung Adenocarcinoma | UQCC | 0.10 | 0.07 | enet | 10 | 0.07 | 1.5e-08 | -6.4 | 6.3 | 2.4e-10 | -0.96 | 0.01 | 0.99 | FALSE |
55 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | UQCC | 0.07 | 0.08 | blup | 67 | 0.07 | 1.1e-08 | -6.2 | 6.5 | 8.1e-11 | -0.90 | 0.02 | 0.98 | FALSE |
56 | The Cancer Genome Atlas | Ovarian Serous Cystadenocarcinoma | GDF5 | 0.05 | 0.02 | blup | 76 | 0.04 | 1.4e-03 | -6.2 | -6.2 | 5.7e-10 | 0.94 | 0.02 | 0.95 | FALSE |
57 | The Cancer Genome Atlas | Pancreatic Adenocarcinoma | EIF6 | 0.31 | 0.11 | lasso | 6 | 0.08 | 2.8e-04 | -6.2 | -6.3 | 2.2e-10 | 0.33 | 0.01 | 0.90 | FALSE |
58 | The Cancer Genome Atlas | Pheochromocytoma and Paraganglioma | UQCC | 0.22 | 0.21 | lasso | 7 | 0.18 | 1.9e-07 | -6.3 | 5.5 | 3.6e-08 | -0.92 | 0.02 | 0.98 | FALSE |
59 | The Cancer Genome Atlas | Prostate Adenocarcinoma | GDF5 | 0.05 | 0.05 | lasso | 5 | 0.04 | 7.2e-05 | -6.3 | -6.4 | 1.9e-10 | 0.86 | 0.02 | 0.98 | FALSE |
60 | The Cancer Genome Atlas | Prostate Adenocarcinoma | MMP24 | 0.19 | 0.21 | enet | 7 | 0.24 | 1.6e-24 | -4.0 | 5.6 | 2.2e-08 | -0.40 | 0.97 | 0.03 | FALSE |
61 | The Cancer Genome Atlas | Prostate Adenocarcinoma | PROCR | 0.04 | 0.05 | lasso | 4 | 0.03 | 3.6e-04 | -5.4 | 5.4 | 6.3e-08 | -0.24 | 0.01 | 0.97 | FALSE |
62 | The Cancer Genome Atlas | Prostate Adenocarcinoma | UQCC | 0.07 | 0.10 | lasso | 8 | 0.11 | 1.3e-11 | -6.3 | 6.2 | 6.3e-10 | -0.98 | 0.02 | 0.98 | FALSE |
63 | The Cancer Genome Atlas | Soft Tissue Sarcoma | UQCC | 0.07 | 0.06 | blup | 66 | 0.07 | 5.2e-05 | -6.2 | 6.5 | 1.0e-10 | -0.96 | 0.02 | 0.98 | FALSE |
64 | The Cancer Genome Atlas | Stomach Adenocarcinoma | GDF5 | 0.09 | 0.04 | enet | 13 | 0.05 | 2.4e-04 | -6.3 | -5.4 | 8.1e-08 | 0.73 | 0.03 | 0.93 | FALSE |
65 | The Cancer Genome Atlas | Stomach Adenocarcinoma | PROCR | 0.10 | 0.06 | lasso | 3 | 0.06 | 2.8e-05 | -5.5 | 5.5 | 4.0e-08 | -0.22 | 0.01 | 0.99 | FALSE |
66 | The Cancer Genome Atlas | Stomach Adenocarcinoma | UQCC | 0.07 | 0.06 | lasso | 10 | 0.06 | 2.8e-05 | -5.7 | 5.8 | 6.1e-09 | -0.96 | 0.02 | 0.98 | FALSE |
67 | The Cancer Genome Atlas | Thyroid Carcinoma | GDF5 | 0.02 | 0.00 | blup | 76 | 0.00 | 1.9e-01 | -6.4 | -5.9 | 2.9e-09 | 0.97 | 0.02 | 0.90 | FALSE |
68 | The Cancer Genome Atlas | Thyroid Carcinoma | PROCR | 0.09 | 0.06 | blup | 45 | 0.08 | 3.0e-08 | -5.5 | 5.4 | 6.8e-08 | -0.33 | 0.01 | 0.99 | FALSE |
69 | The Cancer Genome Atlas | Thyroid Carcinoma | UQCC | 0.15 | 0.21 | blup | 67 | 0.22 | 1.2e-20 | -6.4 | 5.8 | 6.3e-09 | -0.94 | 0.01 | 0.99 | FALSE |