Best TWAS P=7.26e-13 · Best GWAS P=3.08e-16 conditioned to 9.28e-07
# | 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 | MARK3 | 0.12 | 0.05 | lasso | 3 | 0.06 | 2.5e-05 | -6.125 | -5.3 | 9.6e-08 | 0.03 | 0.69 | 0.21 | FALSE |
2 | GTEx | Adipose Subcutaneous | KLC1 | 0.05 | 0.03 | lasso | 3 | 0.03 | 1.8e-03 | 4.383 | 6.3 | 3.4e-10 | -0.02 | 0.07 | 0.77 | FALSE |
3 | GTEx | Adipose Subcutaneous | APOPT1 | 0.06 | 0.02 | lasso | 5 | 0.02 | 8.2e-03 | 5.282 | -5.6 | 1.9e-08 | 0.03 | 0.22 | 0.48 | FALSE |
4 | GTEx | Adipose Visceral Omentum | KLC1 | 0.06 | 0.02 | lasso | 2 | 0.00 | 2.2e-01 | -6.166 | 6.4 | 1.3e-10 | 0.00 | 0.05 | 0.70 | FALSE |
5 | GTEx | Adrenal Gland | KLC1 | 0.15 | 0.03 | lasso | 3 | 0.06 | 4.6e-03 | 5.260 | 6.5 | 6.7e-11 | -0.03 | 0.09 | 0.45 | FALSE |
6 | GTEx | Artery Aorta | KLC1 | 0.10 | 0.14 | lasso | 3 | 0.14 | 6.1e-08 | -6.109 | 6.6 | 5.2e-11 | 0.00 | 0.04 | 0.96 | FALSE |
7 | GTEx | Artery Coronary | APOPT1 | 0.19 | 0.02 | lasso | 5 | 0.05 | 1.2e-02 | 3.387 | -5.6 | 2.0e-08 | 0.07 | 0.04 | 0.61 | FALSE |
8 | GTEx | Artery Tibial | ZFYVE21 | 0.11 | 0.09 | lasso | 1 | 0.08 | 8.0e-07 | -6.118 | 6.1 | 9.5e-10 | 0.00 | 0.03 | 0.97 | FALSE |
9 | GTEx | Artery Tibial | KLC1 | 0.11 | 0.08 | lasso | 3 | 0.08 | 1.1e-06 | -6.166 | 6.2 | 7.7e-10 | -0.01 | 0.03 | 0.96 | FALSE |
10 | GTEx | Artery Tibial | TRMT61A | 0.07 | 0.07 | lasso | 3 | 0.06 | 2.4e-05 | -6.144 | -6.1 | 1.4e-09 | 0.03 | 0.04 | 0.95 | FALSE |
11 | GTEx | Brain Frontal Cortex BA9 | APOPT1 | 0.17 | 0.07 | lasso | 3 | 0.08 | 4.6e-03 | 4.926 | -6.1 | 9.8e-10 | 0.02 | 0.05 | 0.72 | FALSE |
12 | GTEx | Breast Mammary Tissue | MARK3 | 0.12 | 0.11 | lasso | 2 | 0.08 | 3.9e-05 | -6.063 | -6.1 | 1.3e-09 | 0.02 | 0.54 | 0.16 | FALSE |
13 | GTEx | Breast Mammary Tissue | KLC1 | 0.12 | 0.02 | enet | 26 | 0.07 | 2.9e-04 | 4.314 | 6.3 | 3.0e-10 | 0.00 | 0.58 | 0.35 | FALSE |
14 | GTEx | Breast Mammary Tissue (Male) | MARK3 | 0.08 | 0.00 | enet | 9 | -0.01 | 7.2e-01 | -6.070 | -5.7 | 1.2e-08 | 0.04 | 0.04 | 0.10 | FALSE |
15 | GTEx | Cells EBV-transformed lymphocytes | PPP1R13B | 0.15 | 0.08 | lasso | 4 | 0.07 | 2.2e-03 | 4.254 | -5.1 | 2.7e-07 | -0.04 | 0.41 | 0.06 | FALSE |
16 | GTEx | Cells Transformed fibroblasts | ZFYVE21 | 0.10 | 0.03 | lasso | 4 | 0.11 | 1.1e-08 | -5.085 | 5.4 | 8.6e-08 | -0.03 | 0.08 | 0.86 | FALSE |
17 | GTEx | Cells Transformed fibroblasts | KLC1 | 0.16 | 0.11 | enet | 17 | 0.10 | 3.1e-08 | 5.282 | 5.6 | 2.3e-08 | -0.03 | 0.73 | 0.26 | FALSE |
18 | GTEx | Cells Transformed fibroblasts | APOPT1 | 0.14 | 0.12 | lasso | 3 | 0.10 | 6.4e-08 | -6.142 | -6.5 | 9.4e-11 | 0.00 | 0.04 | 0.96 | FALSE |
19 | GTEx | Colon Transverse | KLC1 | 0.16 | 0.01 | lasso | 7 | 0.00 | 1.9e-01 | 4.433 | 5.5 | 4.8e-08 | -0.02 | 0.09 | 0.42 | FALSE |
20 | GTEx | Esophagus Mucosa | XRCC3 | 0.12 | 0.15 | lasso | 2 | 0.13 | 4.4e-09 | 5.260 | 5.3 | 1.3e-07 | -0.02 | 0.86 | 0.14 | FALSE |
21 | GTEx | Esophagus Muscularis | ZFYVE21 | 0.11 | 0.06 | lasso | 5 | 0.05 | 5.7e-04 | -6.050 | 5.6 | 1.8e-08 | -0.04 | 0.02 | 0.96 | FALSE |
22 | GTEx | Esophagus Muscularis | KLC1 | 0.07 | 0.01 | enet | 10 | 0.02 | 2.6e-02 | -6.167 | 6.0 | 1.8e-09 | -0.04 | 0.05 | 0.76 | FALSE |
23 | GTEx | Lung | MARK3 | 0.06 | 0.02 | lasso | 3 | 0.01 | 6.6e-02 | -6.063 | -6.2 | 4.5e-10 | 0.02 | 0.35 | 0.24 | FALSE |
24 | GTEx | Lung | CKB | 0.07 | 0.01 | lasso | 2 | 0.01 | 3.4e-02 | -6.166 | -6.7 | 2.0e-11 | 0.01 | 0.04 | 0.90 | FALSE |
25 | GTEx | Muscle Skeletal | ZFYVE21 | 0.10 | 0.05 | lasso | 2 | 0.03 | 3.3e-04 | -6.142 | 6.2 | 6.8e-10 | -0.02 | 0.04 | 0.94 | FALSE |
26 | GTEx | Muscle Skeletal | KLC1 | 0.11 | 0.07 | lasso | 7 | 0.08 | 3.3e-08 | -6.109 | 6.4 | 1.8e-10 | -0.02 | 0.04 | 0.96 | FALSE |
27 | GTEx | Muscle Skeletal | APOPT1 | 0.14 | 0.21 | enet | 10 | 0.22 | 6.7e-21 | -6.050 | 6.7 | 2.3e-11 | -0.02 | 0.01 | 0.99 | FALSE |
28 | GTEx | Nerve Tibial | XRCC3 | 0.08 | 0.06 | lasso | 3 | 0.05 | 3.5e-04 | 5.282 | 5.2 | 2.3e-07 | -0.05 | 0.79 | 0.16 | FALSE |
29 | GTEx | Pituitary | MARK3 | 0.21 | 0.27 | enet | 8 | 0.25 | 4.9e-07 | -6.070 | -6.4 | 1.6e-10 | 0.02 | 0.50 | 0.18 | FALSE |
30 | GTEx | Pituitary | RP11-73M18.8 | 0.23 | 0.17 | lasso | 2 | 0.13 | 3.6e-04 | 5.282 | 5.2 | 2.3e-07 | -0.04 | 0.14 | 0.10 | FALSE |
31 | GTEx | Prostate | MARK3 | 0.18 | 0.22 | enet | 11 | 0.20 | 8.0e-06 | -6.069 | -6.2 | 5.7e-10 | 0.03 | 0.43 | 0.15 | FALSE |
32 | GTEx | Prostate | RP11-73M18.8 | 0.15 | 0.29 | lasso | 1 | 0.25 | 5.2e-07 | 5.260 | 5.3 | 1.4e-07 | -0.02 | 0.38 | 0.14 | FALSE |
33 | GTEx | Skin Not Sun Exposed Suprapubic | MARK3 | 0.16 | 0.10 | lasso | 3 | 0.10 | 6.7e-06 | -6.154 | -5.7 | 1.4e-08 | 0.01 | 0.71 | 0.26 | FALSE |
34 | GTEx | Skin Not Sun Exposed Suprapubic | XRCC3 | 0.14 | 0.03 | lasso | 14 | 0.03 | 1.3e-02 | 5.260 | 5.4 | 7.0e-08 | -0.02 | 0.39 | 0.52 | FALSE |
35 | GTEx | Skin Sun Exposed Lower leg | MARK3 | 0.10 | 0.09 | enet | 13 | 0.08 | 7.5e-07 | -6.125 | -6.5 | 7.2e-11 | 0.02 | 0.78 | 0.22 | FALSE |
36 | GTEx | Skin Sun Exposed Lower leg | KLC1 | 0.06 | 0.09 | enet | 19 | 0.08 | 2.2e-07 | 5.282 | 5.7 | 1.4e-08 | -0.02 | 0.18 | 0.82 | FALSE |
37 | GTEx | Spleen | KLC1 | 0.15 | 0.05 | lasso | 3 | 0.03 | 6.4e-02 | 4.926 | 5.8 | 6.8e-09 | -0.03 | 0.08 | 0.24 | FALSE |
38 | GTEx | Stomach | MARK3 | 0.10 | 0.09 | lasso | 2 | 0.04 | 4.5e-03 | -6.070 | -6.1 | 9.2e-10 | 0.02 | 0.30 | 0.12 | FALSE |
39 | GTEx | Stomach | TRMT61A | 0.12 | 0.11 | lasso | 5 | 0.08 | 1.2e-04 | -6.070 | -6.1 | 1.2e-09 | 0.02 | 0.05 | 0.91 | FALSE |
40 | GTEx | Testis | ZFYVE21 | 0.11 | 0.14 | lasso | 2 | 0.11 | 1.4e-05 | -6.142 | 6.1 | 8.0e-10 | 0.00 | 0.04 | 0.94 | FALSE |
41 | GTEx | Testis | KLC1 | 0.17 | 0.17 | lasso | 2 | 0.15 | 4.4e-07 | 5.260 | 5.2 | 2.5e-07 | -0.02 | 0.78 | 0.12 | FALSE |
42 | GTEx | Thyroid | MARK3 | 0.38 | 0.48 | lasso | 4 | 0.48 | 2.8e-41 | -6.070 | -6.1 | 1.2e-09 | 0.02 | 0.81 | 0.19 | FALSE |
43 | GTEx | Thyroid | TRAF3 | 0.10 | 0.00 | enet | 20 | 0.05 | 1.4e-04 | -0.021 | 6.1 | 1.0e-09 | 0.59 | 0.02 | 0.87 | FALSE |
44 | GTEx | Whole Blood | KLC1 | 0.16 | 0.13 | lasso | 3 | 0.11 | 3.6e-10 | 5.260 | 5.1 | 2.8e-07 | -0.03 | 0.85 | 0.15 | FALSE |
45 | METSIM | Adipose | MARK3 | 0.03 | 0.02 | lasso | 6 | 0.03 | 6.3e-05 | 4.652 | -5.9 | 4.1e-09 | 0.04 | 0.96 | 0.00 | FALSE |
46 | METSIM | Adipose | TRAF3 | 0.04 | 0.02 | enet | 7 | 0.04 | 4.5e-06 | 6.818 | 6.9 | 6.6e-12 | 0.79 | 0.04 | 0.95 | TRUE |
47 | NTR | Blood | BAG5 | 0.02 | 0.00 | lasso | 5 | 0.01 | 6.3e-03 | -6.050 | 6.0 | 1.7e-09 | -0.03 | 0.01 | 0.98 | FALSE |
48 | YFS | Blood | KLC1 | 0.01 | 0.01 | blup | 389 | 0.01 | 1.0e-03 | -6.026 | 6.0 | 1.9e-09 | -0.03 | 0.03 | 0.93 | FALSE |
49 | The Cancer Genome Atlas | Breast Invasive Carcinoma | C14orf153 | 0.05 | 0.02 | lasso | 4 | 0.02 | 8.0e-05 | -6.050 | -6.4 | 1.4e-10 | 0.03 | 0.00 | 0.99 | FALSE |
50 | The Cancer Genome Atlas | Colon Adenocarcinoma | C14orf153 | 0.07 | 0.05 | lasso | 4 | 0.04 | 1.5e-03 | -6.449 | -6.0 | 1.5e-09 | 0.03 | 0.00 | 0.93 | FALSE |
51 | The Cancer Genome Atlas | Glioblastoma Multiforme | C14orf153 | 0.14 | 0.01 | blup | 40 | 0.03 | 3.5e-02 | -6.050 | -6.8 | 1.2e-11 | 0.02 | 0.01 | 0.52 | FALSE |
52 | The Cancer Genome Atlas | Glioblastoma Multiforme | MARK3 | 0.12 | 0.05 | blup | 64 | 0.07 | 3.3e-03 | -6.154 | -6.0 | 2.4e-09 | 0.01 | 0.01 | 0.62 | FALSE |
53 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | MARK3 | 0.07 | 0.03 | blup | 64 | 0.06 | 5.5e-07 | -4.471 | -5.7 | 1.2e-08 | 0.03 | 0.04 | 0.96 | FALSE |
54 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | XRCC3 | 0.03 | 0.04 | enet | 3 | 0.04 | 6.1e-05 | 5.260 | 5.3 | 1.4e-07 | -0.02 | 0.41 | 0.47 | FALSE |
55 | The Cancer Genome Atlas | Brain Lower Grade Glioma | C14orf153 | 0.04 | 0.01 | blup | 38 | 0.03 | 6.2e-04 | 4.383 | -6.6 | 4.0e-11 | 0.03 | 0.02 | 0.77 | FALSE |
56 | The Cancer Genome Atlas | Lung Adenocarcinoma | C14orf153 | 0.06 | 0.02 | blup | 38 | 0.04 | 2.4e-05 | -6.050 | -7.0 | 2.3e-12 | 0.03 | 0.03 | 0.88 | FALSE |
57 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | C14orf153 | 0.05 | 0.05 | blup | 40 | 0.04 | 8.6e-06 | -6.442 | -5.8 | 5.7e-09 | 0.03 | 0.00 | 1.00 | FALSE |
58 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | CKB | 0.03 | 0.00 | blup | 34 | 0.02 | 1.4e-03 | 4.652 | -6.7 | 2.2e-11 | 0.03 | 0.02 | 0.72 | FALSE |
59 | The Cancer Genome Atlas | Pheochromocytoma and Paraganglioma | BAG5 | 0.08 | 0.09 | lasso | 2 | 0.08 | 3.7e-04 | -6.070 | -6.1 | 1.1e-09 | 0.02 | 0.01 | 0.88 | FALSE |
60 | The Cancer Genome Atlas | Pheochromocytoma and Paraganglioma | C14orf153 | 0.11 | 0.11 | lasso | 3 | 0.10 | 1.1e-04 | -6.449 | -6.7 | 2.2e-11 | 0.03 | 0.00 | 0.98 | FALSE |
61 | The Cancer Genome Atlas | Prostate Adenocarcinoma | C14orf153 | 0.09 | 0.08 | blup | 38 | 0.09 | 6.2e-10 | -6.449 | -7.2 | 7.3e-13 | 0.04 | 0.00 | 1.00 | TRUE |
62 | The Cancer Genome Atlas | Prostate Adenocarcinoma | CKB | 0.07 | 0.09 | blup | 32 | 0.10 | 1.1e-10 | 4.926 | -6.0 | 2.6e-09 | 0.02 | 0.95 | 0.05 | FALSE |
63 | The Cancer Genome Atlas | Prostate Adenocarcinoma | MARK3 | 0.07 | 0.06 | enet | 7 | 0.08 | 1.0e-08 | -4.419 | -5.5 | 4.4e-08 | 0.03 | 0.04 | 0.96 | FALSE |
64 | The Cancer Genome Atlas | Stomach Adenocarcinoma | C14orf153 | 0.20 | 0.05 | lasso | 2 | 0.04 | 8.8e-04 | 4.926 | -5.4 | 8.1e-08 | 0.02 | 0.03 | 0.34 | FALSE |
65 | The Cancer Genome Atlas | Testicular Germ Cell Tumors | C14orf153 | 0.20 | 0.07 | blup | 38 | 0.07 | 1.5e-03 | 2.883 | -5.3 | 1.3e-07 | 0.00 | 0.01 | 0.60 | FALSE |
66 | The Cancer Genome Atlas | Thyroid Carcinoma | KLC1 | 0.04 | 0.01 | blup | 82 | 0.03 | 5.4e-04 | 4.402 | 6.0 | 1.5e-09 | -0.03 | 0.03 | 0.79 | FALSE |