Best TWAS P=1.89e-197 · Best GWAS P=1.75e-208 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 | CommonMind | Brain Pre-frontal Cortex | CLPTM1 | 0.11 | 0.09 | enet | 10 | 0.08 | 2.0e-10 | 5.71 | -9.2 | 2.3e-20 | -0.01 | 1.00 | 0.00 | FALSE |
2 | CommonMind | Brain Pre-frontal Cortex | PVR | 0.22 | 0.17 | enet | 26 | 0.17 | 2.3e-20 | -7.57 | -5.7 | 1.6e-08 | 0.06 | 1.00 | 0.00 | TRUE |
3 | CommonMind | Brain Pre-frontal Cortex | PVRL2 | 0.10 | 0.03 | lasso | 2 | 0.03 | 9.2e-05 | -3.37 | -13.5 | 1.4e-41 | -0.07 | 0.68 | 0.03 | TRUE |
4 | GTEx | Adipose Subcutaneous | CEACAM19 | 0.13 | 0.11 | enet | 9 | 0.12 | 4.6e-10 | 9.31 | 9.5 | 1.7e-21 | -0.11 | 0.98 | 0.00 | FALSE |
5 | GTEx | Adipose Visceral Omentum | ZNF285 | 0.17 | 0.05 | enet | 20 | 0.07 | 1.3e-04 | -2.20 | -20.1 | 1.9e-89 | 0.17 | 0.39 | 0.15 | TRUE |
6 | GTEx | Adrenal Gland | CEACAM19 | 0.31 | 0.17 | lasso | 5 | 0.18 | 5.8e-07 | 9.31 | 8.4 | 4.9e-17 | -0.12 | 0.21 | 0.06 | FALSE |
7 | GTEx | Artery Coronary | CEACAM19 | 0.28 | 0.23 | lasso | 4 | 0.22 | 4.4e-08 | 9.31 | 8.4 | 5.7e-17 | -0.11 | 0.62 | 0.02 | FALSE |
8 | GTEx | Artery Tibial | VASP | 0.08 | 0.00 | enet | 19 | 0.00 | 5.5e-01 | -2.83 | 6.7 | 2.1e-11 | -0.07 | 0.09 | 0.05 | TRUE |
9 | GTEx | Artery Tibial | ZNF229 | 0.20 | 0.06 | enet | 40 | 0.05 | 7.2e-05 | 2.85 | 5.7 | 1.2e-08 | -0.08 | 0.23 | 0.04 | TRUE |
10 | GTEx | Artery Tibial | CEACAM19 | 0.26 | 0.14 | lasso | 12 | 0.20 | 2.7e-15 | 9.31 | 8.5 | 2.2e-17 | -0.16 | 1.00 | 0.00 | FALSE |
11 | GTEx | Cells Transformed fibroblasts | PVR | 0.27 | 0.09 | lasso | 8 | 0.12 | 1.2e-09 | -8.22 | -6.2 | 4.3e-10 | 0.08 | 1.00 | 0.00 | FALSE |
12 | GTEx | Cells Transformed fibroblasts | CEACAM19 | 0.35 | 0.26 | lasso | 2 | 0.28 | 8.7e-21 | 9.31 | 9.0 | 2.6e-19 | -0.12 | 1.00 | 0.00 | TRUE |
13 | GTEx | Cells Transformed fibroblasts | CTB-179K24.3 | 0.15 | 0.12 | enet | 7 | 0.09 | 1.6e-07 | -3.08 | -6.9 | 5.0e-12 | 0.10 | 0.99 | 0.00 | TRUE |
14 | GTEx | Colon Transverse | CEACAM19 | 0.34 | 0.24 | lasso | 5 | 0.25 | 3.6e-12 | 9.31 | 8.6 | 9.6e-18 | -0.15 | 1.00 | 0.00 | FALSE |
15 | GTEx | Esophagus Muscularis | CEACAM19 | 0.19 | 0.06 | lasso | 5 | 0.08 | 8.6e-06 | 9.31 | 6.1 | 1.1e-09 | -0.06 | 0.54 | 0.02 | FALSE |
16 | GTEx | Esophagus Muscularis | CTB-179K24.3 | 0.15 | 0.10 | enet | 12 | 0.07 | 4.5e-05 | -3.08 | -5.2 | 1.8e-07 | -0.05 | 0.44 | 0.02 | TRUE |
17 | GTEx | Liver | PVRL2 | 0.29 | 0.24 | lasso | 4 | 0.21 | 1.4e-06 | -9.68 | 9.6 | 8.9e-22 | 0.12 | 0.21 | 0.05 | TRUE |
18 | GTEx | Nerve Tibial | CEACAM19 | 0.19 | 0.04 | lasso | 7 | 0.09 | 7.4e-07 | 9.31 | 7.0 | 2.5e-12 | -0.14 | 0.27 | 0.03 | FALSE |
19 | GTEx | Pancreas | BCAM | 0.29 | 0.01 | lasso | 6 | 0.00 | 2.6e-01 | 3.49 | -5.2 | 2.1e-07 | 0.11 | 0.04 | 0.09 | FALSE |
20 | GTEx | Skin Not Sun Exposed Suprapubic | ZNF229 | 0.28 | 0.09 | enet | 58 | 0.08 | 2.2e-05 | -2.97 | -21.4 | 6.2e-102 | -0.03 | 0.17 | 0.16 | FALSE |
21 | GTEx | Skin Sun Exposed Lower leg | PVR | 0.11 | 0.05 | lasso | 2 | 0.06 | 2.1e-05 | -7.57 | -6.0 | 2.4e-09 | 0.04 | 0.84 | 0.01 | FALSE |
22 | GTEx | Stomach | BCAM | 0.33 | 0.00 | enet | 3 | 0.01 | 9.6e-02 | 2.58 | -7.0 | 2.7e-12 | 0.09 | 0.07 | 0.07 | FALSE |
23 | GTEx | Testis | CEACAM19 | 0.26 | 0.05 | enet | 33 | 0.06 | 1.1e-03 | -7.57 | 8.2 | 1.8e-16 | -0.15 | 0.18 | 0.05 | TRUE |
24 | GTEx | Thyroid | CEACAM19 | 0.34 | 0.28 | enet | 26 | 0.30 | 9.9e-24 | 9.31 | 14.9 | 2.6e-50 | -0.18 | 1.00 | 0.00 | TRUE |
25 | METSIM | Adipose | CEACAM19 | 0.24 | 0.07 | enet | 29 | 0.12 | 7.7e-18 | -2.39 | 7.9 | 2.3e-15 | -0.13 | 1.00 | 0.00 | FALSE |
26 | NTR | Blood | KLC3 | 0.02 | 0.00 | blup | 367 | 0.00 | 2.6e-02 | -2.92 | -6.8 | 1.5e-11 | 0.14 | 0.31 | 0.02 | TRUE |
27 | NTR | Blood | SIX5 | 0.03 | 0.00 | blup | 381 | 0.00 | 2.6e-02 | 2.00 | 5.2 | 2.2e-07 | -0.09 | 0.01 | 0.10 | TRUE |
28 | YFS | Blood | TOMM40 | 0.04 | 0.00 | bslmm | 371 | 0.01 | 2.6e-04 | -15.34 | 14.4 | 2.6e-47 | 0.09 | 0.03 | 0.36 | TRUE |
29 | The Cancer Genome Atlas | Breast Invasive Carcinoma | APOC1 | 0.08 | 0.07 | lasso | 2 | 0.07 | 1.5e-13 | 7.50 | 7.5 | 5.3e-14 | -0.02 | 1.00 | 0.00 | FALSE |
30 | The Cancer Genome Atlas | Breast Invasive Carcinoma | APOC4 | 0.09 | 0.12 | enet | 6 | 0.11 | 5.9e-22 | 7.50 | 6.4 | 2.0e-10 | 0.01 | 1.00 | 0.00 | FALSE |
31 | The Cancer Genome Atlas | Breast Invasive Carcinoma | APOE | 0.06 | 0.05 | lasso | 2 | 0.04 | 7.9e-09 | 7.50 | 7.5 | 8.8e-14 | -0.03 | 1.00 | 0.00 | FALSE |
32 | The Cancer Genome Atlas | Breast Invasive Carcinoma | BLOC1S3 | 0.03 | 0.01 | blup | 31 | 0.02 | 1.4e-05 | -0.87 | 7.7 | 1.3e-14 | 0.00 | 0.10 | 0.12 | TRUE |
33 | The Cancer Genome Atlas | Glioblastoma Multiforme | GEMIN7 | 0.24 | 0.05 | lasso | 3 | 0.13 | 9.6e-05 | 11.02 | 10.0 | 1.6e-23 | -0.14 | 0.01 | 0.64 | TRUE |
34 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | CEACAM16 | 0.04 | 0.00 | enet | 6 | 0.02 | 1.4e-03 | -9.55 | 10.1 | 3.9e-24 | -0.17 | 0.03 | 0.16 | FALSE |
35 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | APOC1 | 0.05 | 0.03 | enet | 4 | 0.04 | 5.4e-05 | 7.50 | 6.5 | 9.0e-11 | -0.01 | 0.55 | 0.01 | TRUE |
36 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | APOC1P1 | 0.05 | 0.03 | blup | 37 | 0.03 | 5.2e-04 | -20.91 | 28.3 | 1.3e-175 | 0.53 | 0.14 | 0.20 | FALSE |
37 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | APOC4 | 0.11 | 0.10 | lasso | 8 | 0.12 | 9.3e-14 | 3.99 | 7.3 | 3.7e-13 | -0.04 | 1.00 | 0.00 | FALSE |
38 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | PVR | 0.08 | 0.10 | lasso | 4 | 0.09 | 9.8e-11 | -8.32 | -7.8 | 4.1e-15 | 0.06 | 0.90 | 0.10 | FALSE |
39 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | TOMM40 | 0.04 | 0.03 | lasso | 2 | 0.02 | 1.4e-03 | -30.09 | 30.0 | 1.9e-197 | 0.65 | 0.12 | 0.09 | TRUE |
40 | The Cancer Genome Atlas | Brain Lower Grade Glioma | APOC1P1 | 0.17 | 0.04 | enet | 10 | 0.09 | 3.2e-10 | -25.35 | 6.2 | 4.1e-10 | 0.60 | 1.00 | 0.00 | FALSE |
41 | The Cancer Genome Atlas | Brain Lower Grade Glioma | APOC4 | 0.06 | 0.03 | blup | 34 | 0.04 | 8.4e-06 | 3.66 | 12.2 | 4.3e-34 | 0.14 | 0.70 | 0.02 | TRUE |
42 | The Cancer Genome Atlas | Brain Lower Grade Glioma | CEACAM19 | 0.08 | 0.05 | lasso | 4 | 0.05 | 3.3e-06 | 9.31 | 9.5 | 2.5e-21 | -0.13 | 0.01 | 0.98 | FALSE |
43 | The Cancer Genome Atlas | Brain Lower Grade Glioma | PVR | 0.14 | 0.01 | blup | 51 | 0.06 | 3.4e-07 | -8.22 | -6.3 | 2.4e-10 | -0.04 | 0.01 | 0.90 | TRUE |
44 | The Cancer Genome Atlas | Brain Lower Grade Glioma | PVRL2 | 0.04 | 0.01 | blup | 55 | 0.02 | 1.5e-03 | -7.34 | 8.3 | 8.0e-17 | -0.26 | 0.04 | 0.04 | FALSE |
45 | The Cancer Genome Atlas | Liver Hepatocellular Carcinoma | PVRL2 | 0.09 | 0.01 | blup | 57 | 0.04 | 4.0e-03 | -9.68 | -5.7 | 1.1e-08 | -0.23 | 0.06 | 0.04 | TRUE |
46 | The Cancer Genome Atlas | Lung Adenocarcinoma | APOC1P1 | 0.03 | 0.00 | blup | 37 | 0.01 | 1.5e-02 | -7.68 | 6.0 | 2.1e-09 | 0.51 | 0.02 | 0.03 | FALSE |
47 | The Cancer Genome Atlas | Lung Adenocarcinoma | APOC4 | 0.09 | 0.07 | blup | 34 | 0.09 | 1.2e-10 | 4.56 | 6.1 | 9.2e-10 | -0.04 | 1.00 | 0.00 | TRUE |
48 | The Cancer Genome Atlas | Lung Adenocarcinoma | APOE | 0.04 | 0.04 | lasso | 4 | 0.04 | 2.2e-05 | 7.50 | 7.2 | 6.3e-13 | -0.02 | 0.58 | 0.02 | FALSE |
49 | The Cancer Genome Atlas | Lung Adenocarcinoma | NKPD1 | 0.03 | 0.00 | blup | 37 | 0.01 | 4.5e-02 | 6.82 | -8.7 | 4.2e-18 | 0.12 | 0.02 | 0.47 | FALSE |
50 | The Cancer Genome Atlas | Lung Adenocarcinoma | PVR | 0.03 | 0.02 | blup | 51 | 0.02 | 1.4e-03 | -8.22 | -6.2 | 5.9e-10 | 0.06 | 0.08 | 0.03 | TRUE |
51 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | APOC1 | 0.05 | 0.00 | blup | 47 | 0.01 | 4.3e-02 | -1.06 | -22.7 | 3.4e-114 | 0.32 | 0.01 | 0.06 | TRUE |
52 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | APOE | 0.06 | 0.00 | blup | 49 | 0.01 | 4.5e-02 | -1.06 | -18.3 | 6.5e-75 | 0.19 | 0.02 | 0.06 | FALSE |
53 | The Cancer Genome Atlas | Ovarian Serous Cystadenocarcinoma | APOC2 | 0.27 | 0.18 | enet | 12 | 0.29 | 1.1e-19 | 5.48 | -7.4 | 1.0e-13 | -0.15 | 1.00 | 0.00 | TRUE |
54 | The Cancer Genome Atlas | Pancreatic Adenocarcinoma | APOC2 | 0.18 | 0.12 | enet | 14 | 0.13 | 5.2e-06 | 3.66 | 10.3 | 8.9e-25 | -0.11 | 0.65 | 0.03 | FALSE |
55 | The Cancer Genome Atlas | Prostate Adenocarcinoma | APOE | 0.10 | 0.08 | lasso | 4 | 0.07 | 6.7e-08 | 7.50 | 7.2 | 8.6e-13 | -0.01 | 0.98 | 0.00 | FALSE |
56 | The Cancer Genome Atlas | Prostate Adenocarcinoma | CEACAM19 | 0.15 | 0.08 | lasso | 3 | 0.07 | 4.0e-08 | 9.31 | 9.3 | 1.4e-20 | -0.12 | 0.01 | 0.99 | FALSE |
57 | The Cancer Genome Atlas | Prostate Adenocarcinoma | PVR | 0.09 | 0.02 | enet | 18 | 0.07 | 1.4e-07 | -4.09 | -6.7 | 2.6e-11 | 0.05 | 0.24 | 0.28 | FALSE |
58 | The Cancer Genome Atlas | Prostate Adenocarcinoma | PVRL2 | 0.10 | 0.04 | blup | 56 | 0.04 | 1.8e-05 | -7.34 | -7.8 | 6.7e-15 | 0.07 | 0.93 | 0.00 | TRUE |
59 | The Cancer Genome Atlas | Prostate Adenocarcinoma | TOMM40 | 0.08 | 0.07 | enet | 13 | 0.07 | 2.2e-07 | -30.09 | 18.9 | 4.7e-80 | 0.67 | 1.00 | 0.00 | TRUE |
60 | The Cancer Genome Atlas | Prostate Adenocarcinoma | TRAPPC6A | 0.03 | 0.02 | blup | 37 | 0.01 | 3.2e-02 | 7.02 | -6.9 | 4.0e-12 | 0.08 | 0.07 | 0.17 | TRUE |
61 | The Cancer Genome Atlas | Soft Tissue Sarcoma | APOC4 | 0.13 | 0.10 | blup | 34 | 0.13 | 3.2e-08 | 8.09 | 14.7 | 7.5e-49 | -0.03 | 0.96 | 0.00 | TRUE |
62 | The Cancer Genome Atlas | Stomach Adenocarcinoma | APOC4 | 0.07 | 0.09 | lasso | 2 | 0.09 | 3.2e-07 | 7.50 | 8.3 | 8.0e-17 | -0.03 | 0.78 | 0.01 | FALSE |
63 | The Cancer Genome Atlas | Testicular Germ Cell Tumors | APOC1P1 | 0.14 | 0.01 | blup | 36 | 0.06 | 3.8e-03 | -3.37 | 19.3 | 3.6e-83 | 0.51 | 0.01 | 0.07 | TRUE |
64 | The Cancer Genome Atlas | Testicular Germ Cell Tumors | APOC2 | 0.14 | 0.15 | enet | 5 | 0.16 | 3.5e-06 | 3.66 | -5.2 | 2.1e-07 | -0.07 | 0.43 | 0.03 | FALSE |
65 | The Cancer Genome Atlas | Testicular Germ Cell Tumors | CEACAM19 | 0.17 | 0.11 | enet | 7 | 0.14 | 1.3e-05 | 9.31 | 8.1 | 4.2e-16 | -0.16 | 0.01 | 0.86 | FALSE |
66 | The Cancer Genome Atlas | Thyroid Carcinoma | BLOC1S3 | 0.08 | 0.06 | blup | 31 | 0.08 | 4.2e-08 | -0.91 | 7.7 | 1.7e-14 | -0.05 | 0.62 | 0.19 | FALSE |
67 | The Cancer Genome Atlas | Thyroid Carcinoma | CEACAM19 | 0.26 | 0.13 | lasso | 3 | 0.14 | 4.0e-13 | 9.31 | 8.7 | 4.3e-18 | -0.14 | 0.01 | 0.99 | FALSE |
68 | The Cancer Genome Atlas | Thyroid Carcinoma | PVRL2 | 0.09 | 0.05 | blup | 55 | 0.03 | 4.6e-04 | -2.73 | -12.9 | 6.2e-38 | 0.45 | 0.48 | 0.05 | TRUE |
69 | The Cancer Genome Atlas | Thyroid Carcinoma | TOMM40 | 0.05 | 0.07 | lasso | 3 | 0.06 | 1.1e-06 | -26.50 | 25.1 | 1.4e-139 | 0.62 | 0.89 | 0.01 | FALSE |
70 | The Cancer Genome Atlas | Uterine Corpus Endometrial Carcinoma | APOC2 | 0.20 | 0.14 | enet | 10 | 0.14 | 7.9e-05 | 5.48 | -13.7 | 7.1e-43 | 0.12 | 0.15 | 0.05 | FALSE |