Best TWAS P=7.53e-21 · Best GWAS P=2.2e-19 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 | DCXR | 0.14 | 0.07 | enet | 17 | 0.10 | 3.4e-12 | 4.0 | 7.7 | 9.6e-15 | -0.49 | 0.99 | 0.01 | FALSE |
2 | CommonMind | Brain Pre-frontal Cortex | LRRC45 | 0.09 | 0.10 | enet | 7 | 0.10 | 1.2e-11 | -9.0 | 8.9 | 5.4e-19 | -0.99 | 0.00 | 1.00 | FALSE |
3 | CommonMind | Brain Pre-frontal Cortex | MYADML2 | 0.52 | 0.43 | enet | 15 | 0.45 | 3.6e-60 | -7.2 | -7.3 | 2.3e-13 | 0.56 | 1.00 | 0.00 | FALSE |
4 | CommonMind | Brain Pre-frontal Cortex | STRA13 | 0.45 | 0.38 | lasso | 4 | 0.40 | 1.6e-51 | -5.6 | 5.9 | 3.9e-09 | -0.78 | 1.00 | 0.00 | FALSE |
5 | GTEx | Adipose Subcutaneous | LRRC45 | 0.23 | 0.06 | lasso | 3 | 0.05 | 1.0e-04 | -9.0 | 9.4 | 7.5e-21 | -0.99 | 0.00 | 1.00 | TRUE |
6 | GTEx | Adipose Subcutaneous | STRA13 | 0.28 | 0.26 | lasso | 3 | 0.26 | 5.0e-21 | -5.6 | 5.6 | 2.0e-08 | -0.77 | 1.00 | 0.00 | FALSE |
7 | GTEx | Adipose Subcutaneous | RP11-1376P16.2 | 0.06 | 0.04 | enet | 10 | 0.03 | 3.5e-03 | -5.7 | 5.8 | 5.4e-09 | -0.19 | 0.85 | 0.02 | TRUE |
8 | GTEx | Adipose Visceral Omentum | LRRC45 | 0.18 | 0.03 | enet | 12 | 0.10 | 9.0e-06 | -9.0 | 7.6 | 4.0e-14 | -0.89 | 0.00 | 0.99 | FALSE |
9 | GTEx | Adipose Visceral Omentum | STRA13 | 0.18 | 0.15 | lasso | 4 | 0.14 | 8.0e-08 | -5.6 | -5.6 | 2.0e-08 | 0.76 | 0.88 | 0.03 | FALSE |
10 | GTEx | Artery Aorta | DCXR | 0.34 | 0.17 | enet | 25 | 0.21 | 1.4e-11 | 4.4 | 5.9 | 3.2e-09 | -0.28 | 1.00 | 0.00 | FALSE |
11 | GTEx | Artery Coronary | LRRC45 | 0.18 | 0.00 | enet | 22 | 0.00 | 3.8e-01 | -4.6 | 6.0 | 1.6e-09 | -0.49 | 0.03 | 0.42 | FALSE |
12 | GTEx | Artery Tibial | LRRC45 | 0.09 | 0.07 | lasso | 4 | 0.04 | 2.0e-04 | -9.0 | 8.7 | 2.5e-18 | -0.94 | 0.00 | 1.00 | FALSE |
13 | GTEx | Artery Tibial | CCDC57 | 0.08 | 0.03 | enet | 7 | 0.05 | 5.8e-05 | -5.7 | 6.8 | 9.5e-12 | -0.37 | 0.69 | 0.07 | FALSE |
14 | GTEx | Brain Caudate basal ganglia | CCDC57 | 0.14 | 0.16 | lasso | 5 | 0.10 | 8.3e-04 | 5.2 | 5.4 | 6.5e-08 | -0.23 | 0.57 | 0.03 | FALSE |
15 | GTEx | Brain Cerebellar Hemisphere | CCDC57 | 0.36 | 0.35 | lasso | 2 | 0.34 | 1.9e-09 | -5.9 | 5.9 | 4.8e-09 | -0.23 | 0.99 | 0.00 | FALSE |
16 | GTEx | Brain Cerebellum | CCDC57 | 0.40 | 0.44 | lasso | 21 | 0.42 | 7.1e-14 | -5.9 | 5.9 | 3.8e-09 | -0.24 | 1.00 | 0.00 | FALSE |
17 | GTEx | Brain Cerebellum | RP11-1376P16.2 | 0.15 | 0.19 | lasso | 2 | 0.16 | 2.3e-05 | -5.8 | 5.8 | 5.4e-09 | -0.24 | 0.69 | 0.04 | FALSE |
18 | GTEx | Breast Mammary Tissue | CCDC57 | 0.14 | 0.07 | lasso | 6 | 0.07 | 2.6e-04 | 4.1 | 5.2 | 2.3e-07 | -0.23 | 0.74 | 0.02 | FALSE |
19 | GTEx | Cells Transformed fibroblasts | LRRC45 | 0.08 | 0.08 | enet | 3 | 0.08 | 2.6e-06 | -9.0 | 9.1 | 1.2e-19 | -0.98 | 0.00 | 1.00 | FALSE |
20 | GTEx | Cells Transformed fibroblasts | STRA13 | 0.19 | 0.23 | lasso | 1 | 0.22 | 4.9e-16 | -5.6 | 5.6 | 2.5e-08 | -0.76 | 1.00 | 0.00 | FALSE |
21 | GTEx | Cells Transformed fibroblasts | CCDC57 | 0.19 | 0.25 | lasso | 4 | 0.29 | 3.3e-22 | 5.3 | 5.4 | 7.8e-08 | -0.22 | 1.00 | 0.00 | FALSE |
22 | GTEx | Cells Transformed fibroblasts | RP11-1376P16.2 | 0.09 | 0.06 | lasso | 4 | 0.07 | 8.1e-06 | 5.6 | 6.1 | 9.7e-10 | -0.29 | 0.98 | 0.00 | FALSE |
23 | GTEx | Esophagus Gastroesophageal Junction | STRA13 | 0.20 | 0.14 | enet | 4 | 0.16 | 3.1e-06 | -5.9 | 6.2 | 6.2e-10 | -0.76 | 0.38 | 0.46 | FALSE |
24 | GTEx | Esophagus Mucosa | STRA13 | 0.19 | 0.14 | lasso | 2 | 0.12 | 2.8e-08 | -5.6 | 5.6 | 1.9e-08 | -0.76 | 0.95 | 0.04 | FALSE |
25 | GTEx | Esophagus Mucosa | CCDC57 | 0.13 | 0.10 | lasso | 2 | 0.08 | 2.9e-06 | -5.9 | 5.8 | 5.5e-09 | -0.25 | 0.98 | 0.00 | FALSE |
26 | GTEx | Esophagus Mucosa | RP11-1376P16.2 | 0.06 | 0.04 | lasso | 9 | 0.00 | 1.5e-01 | -5.9 | 5.9 | 3.1e-09 | -0.23 | 0.34 | 0.03 | FALSE |
27 | GTEx | Esophagus Muscularis | STRA13 | 0.40 | 0.33 | lasso | 2 | 0.32 | 4.2e-20 | -5.6 | 5.6 | 2.6e-08 | -0.76 | 1.00 | 0.00 | FALSE |
28 | GTEx | Esophagus Muscularis | DCXR | 0.18 | 0.08 | lasso | 5 | 0.05 | 9.2e-04 | 4.4 | 5.9 | 3.0e-09 | -0.35 | 0.18 | 0.75 | FALSE |
29 | GTEx | Heart Atrial Appendage | LRRC45 | 0.19 | 0.06 | enet | 9 | 0.12 | 6.7e-06 | -6.6 | 8.9 | 5.3e-19 | -0.88 | 0.01 | 0.99 | FALSE |
30 | GTEx | Heart Atrial Appendage | STRA13 | 0.25 | 0.15 | enet | 4 | 0.16 | 1.2e-07 | -5.9 | 6.7 | 1.9e-11 | -0.83 | 0.17 | 0.81 | FALSE |
31 | GTEx | Heart Atrial Appendage | CCDC57 | 0.20 | 0.14 | enet | 23 | 0.14 | 5.5e-07 | -5.9 | 5.7 | 1.0e-08 | -0.27 | 0.99 | 0.00 | TRUE |
32 | GTEx | Lung | STRA13 | 0.16 | 0.16 | lasso | 3 | 0.15 | 1.2e-11 | -5.6 | 5.6 | 2.0e-08 | -0.79 | 0.94 | 0.06 | FALSE |
33 | GTEx | Lung | CCDC57 | 0.11 | 0.08 | enet | 18 | 0.05 | 8.4e-05 | 5.7 | 6.0 | 2.4e-09 | -0.24 | 1.00 | 0.00 | FALSE |
34 | GTEx | Lung | RP11-1376P16.2 | 0.06 | 0.02 | lasso | 5 | 0.02 | 8.4e-03 | 5.5 | 5.7 | 1.4e-08 | -0.22 | 0.24 | 0.04 | FALSE |
35 | GTEx | Muscle Skeletal | STRA13 | 0.20 | 0.09 | lasso | 6 | 0.10 | 5.4e-10 | -5.6 | 5.4 | 6.4e-08 | -0.79 | 0.92 | 0.08 | FALSE |
36 | GTEx | Muscle Skeletal | FASN | 0.04 | 0.05 | enet | 5 | 0.03 | 3.1e-04 | -5.9 | 5.9 | 3.1e-09 | -0.24 | 0.92 | 0.00 | FALSE |
37 | GTEx | Nerve Tibial | STRA13 | 0.18 | 0.17 | enet | 2 | 0.12 | 1.4e-08 | -5.6 | 5.6 | 2.5e-08 | -0.76 | 0.99 | 0.01 | FALSE |
38 | GTEx | Nerve Tibial | DCXR | 0.19 | 0.06 | enet | 20 | 0.10 | 1.4e-07 | 4.0 | 6.6 | 4.6e-11 | -0.24 | 0.74 | 0.16 | FALSE |
39 | GTEx | Ovary | CCDC57 | 0.39 | 0.30 | enet | 13 | 0.42 | 2.2e-11 | 3.5 | 5.2 | 1.9e-07 | -0.24 | 0.93 | 0.01 | FALSE |
40 | GTEx | Pituitary | RFNG | 0.21 | 0.02 | lasso | 5 | 0.05 | 2.4e-02 | -4.1 | -5.9 | 4.2e-09 | 0.37 | 0.06 | 0.08 | TRUE |
41 | GTEx | Prostate | CCDC57 | 0.20 | 0.17 | lasso | 3 | 0.15 | 1.6e-04 | 4.2 | 5.5 | 3.1e-08 | -0.24 | 0.33 | 0.18 | FALSE |
42 | GTEx | Skin Not Sun Exposed Suprapubic | STRA13 | 0.23 | 0.18 | enet | 5 | 0.10 | 6.6e-06 | -5.6 | 5.8 | 8.1e-09 | -0.77 | 0.95 | 0.04 | FALSE |
43 | GTEx | Skin Not Sun Exposed Suprapubic | DCXR | 0.12 | 0.00 | enet | 13 | 0.00 | 2.3e-01 | 4.2 | 7.2 | 8.9e-13 | -0.42 | 0.08 | 0.16 | FALSE |
44 | GTEx | Skin Not Sun Exposed Suprapubic | CCDC57 | 0.11 | 0.05 | enet | 6 | 0.04 | 2.3e-03 | 4.2 | 5.2 | 2.1e-07 | -0.24 | 0.47 | 0.07 | FALSE |
45 | GTEx | Skin Sun Exposed Lower leg | STRA13 | 0.12 | 0.13 | lasso | 3 | 0.12 | 7.9e-10 | -5.6 | 5.5 | 3.0e-08 | -0.76 | 0.85 | 0.14 | FALSE |
46 | GTEx | Skin Sun Exposed Lower leg | DCXR | 0.08 | 0.11 | lasso | 7 | 0.09 | 4.6e-08 | 4.2 | 5.6 | 2.7e-08 | -0.22 | 1.00 | 0.00 | FALSE |
47 | GTEx | Skin Sun Exposed Lower leg | CCDC57 | 0.18 | 0.15 | lasso | 5 | 0.22 | 3.0e-18 | 4.2 | 5.6 | 2.7e-08 | -0.24 | 1.00 | 0.00 | FALSE |
48 | GTEx | Stomach | CCDC57 | 0.11 | 0.09 | lasso | 3 | 0.10 | 2.0e-05 | 5.6 | 5.6 | 2.2e-08 | -0.25 | 0.80 | 0.01 | FALSE |
49 | GTEx | Thyroid | STRA13 | 0.40 | 0.34 | lasso | 5 | 0.34 | 2.3e-26 | -5.6 | 5.8 | 8.1e-09 | -0.77 | 1.00 | 0.00 | FALSE |
50 | GTEx | Thyroid | ASPSCR1 | 0.23 | 0.15 | enet | 19 | 0.09 | 1.2e-07 | -6.8 | 7.0 | 2.5e-12 | -0.65 | 0.99 | 0.01 | FALSE |
51 | GTEx | Thyroid | DUS1L | 0.07 | 0.05 | lasso | 5 | 0.02 | 7.1e-03 | 5.6 | 6.9 | 6.7e-12 | -0.41 | 0.32 | 0.56 | TRUE |
52 | GTEx | Thyroid | DCXR | 0.35 | 0.20 | lasso | 5 | 0.30 | 5.1e-23 | 4.2 | 6.5 | 6.4e-11 | -0.26 | 1.00 | 0.00 | FALSE |
53 | GTEx | Whole Blood | FASN | 0.06 | 0.00 | enet | 30 | 0.01 | 4.0e-02 | 4.1 | -6.2 | 4.7e-10 | 0.22 | 0.24 | 0.05 | FALSE |
54 | YFS | Blood | ASPSCR1 | 0.11 | 0.07 | lasso | 9 | 0.06 | 7.9e-20 | -8.1 | 8.8 | 1.6e-18 | -0.77 | 0.05 | 0.95 | FALSE |
55 | YFS | Blood | FASN | 0.08 | 0.09 | lasso | 10 | 0.13 | 4.8e-41 | 3.7 | -5.2 | 1.5e-07 | 0.24 | 1.00 | 0.00 | FALSE |
56 | The Cancer Genome Atlas | Colon Adenocarcinoma | LRRC45 | 0.08 | 0.07 | lasso | 3 | 0.04 | 1.4e-03 | -5.9 | 6.1 | 8.6e-10 | -0.74 | 0.12 | 0.50 | FALSE |
57 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | LRRC45 | 0.02 | 0.03 | blup | 36 | 0.02 | 1.5e-03 | -9.0 | 9.2 | 2.3e-20 | -0.93 | 0.00 | 0.93 | FALSE |
58 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | PYCR1 | 0.02 | 0.01 | blup | 9 | 0.01 | 1.1e-02 | -7.2 | 7.8 | 9.0e-15 | -0.63 | 0.00 | 0.68 | FALSE |
59 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | STRA13 | 0.05 | 0.04 | blup | 33 | 0.05 | 5.0e-06 | -9.0 | 7.0 | 3.5e-12 | -0.87 | 0.00 | 1.00 | FALSE |
60 | The Cancer Genome Atlas | Brain Lower Grade Glioma | LRRC45 | 0.05 | 0.07 | lasso | 6 | 0.06 | 9.5e-08 | -9.0 | 8.7 | 3.3e-18 | -0.97 | 0.00 | 1.00 | FALSE |
61 | The Cancer Genome Atlas | Brain Lower Grade Glioma | MYADML2 | 0.03 | 0.03 | blup | 10 | 0.03 | 1.1e-04 | -7.5 | -7.6 | 3.0e-14 | 0.63 | 0.02 | 0.90 | FALSE |
62 | The Cancer Genome Atlas | Brain Lower Grade Glioma | NOTUM | 0.06 | 0.02 | enet | 2 | 0.02 | 4.7e-03 | -6.6 | -7.7 | 1.9e-14 | 0.59 | 0.02 | 0.17 | FALSE |
63 | The Cancer Genome Atlas | Brain Lower Grade Glioma | RFNG | 0.06 | 0.04 | lasso | 5 | 0.03 | 1.1e-04 | -5.7 | -5.7 | 1.2e-08 | 0.22 | 0.24 | 0.03 | FALSE |
64 | The Cancer Genome Atlas | Brain Lower Grade Glioma | STRA13 | 0.06 | 0.07 | blup | 33 | 0.07 | 3.3e-08 | -5.6 | 6.7 | 1.9e-11 | -0.81 | 0.01 | 0.99 | FALSE |
65 | The Cancer Genome Atlas | Lung Adenocarcinoma | NPB | 0.03 | 0.01 | enet | 3 | 0.01 | 1.1e-02 | -6.8 | 6.6 | 3.3e-11 | -0.55 | 0.00 | 0.68 | FALSE |
66 | The Cancer Genome Atlas | Pheochromocytoma and Paraganglioma | LRRC45 | 0.10 | 0.02 | blup | 35 | 0.04 | 8.0e-03 | -7.1 | 9.1 | 1.1e-19 | -0.84 | 0.01 | 0.48 | FALSE |
67 | The Cancer Genome Atlas | Prostate Adenocarcinoma | STRA13 | 0.05 | 0.03 | lasso | 3 | 0.02 | 1.8e-03 | -9.0 | 9.0 | 2.3e-19 | -1.00 | 0.00 | 0.98 | FALSE |
68 | The Cancer Genome Atlas | Thyroid Carcinoma | BAIAP2 | 0.17 | 0.06 | lasso | 6 | 0.14 | 2.9e-13 | 2.6 | -5.3 | 1.2e-07 | 0.01 | 0.18 | 0.76 | TRUE |
69 | The Cancer Genome Atlas | Thyroid Carcinoma | CCDC57 | 0.08 | 0.02 | blup | 73 | 0.03 | 9.9e-04 | -6.0 | -5.8 | 4.8e-09 | 0.24 | 0.04 | 0.92 | FALSE |
70 | The Cancer Genome Atlas | Thyroid Carcinoma | DCXR | 0.09 | 0.03 | blup | 38 | 0.09 | 9.5e-09 | 4.2 | 7.8 | 6.8e-15 | -0.51 | 0.15 | 0.84 | FALSE |
71 | The Cancer Genome Atlas | Thyroid Carcinoma | STRA13 | 0.07 | 0.12 | lasso | 6 | 0.10 | 3.2e-10 | -5.5 | 6.5 | 7.1e-11 | -0.88 | 0.02 | 0.98 | FALSE |