Best TWAS P=4.02e-19 · Best GWAS P=2.37e-111 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 | FAM110C | 0.09 | 0.00 | bslmm | 232 | 0.01 | 8.2e-03 | 1.4 | 5.5 | 4.0e-08 | -0.05 | 0.41 | 0.02 | FALSE |
2 | GTEx | Adipose Subcutaneous | SH3YL1 | 0.08 | 0.10 | lasso | 1 | 0.08 | 4.1e-07 | -5.9 | -5.9 | 4.3e-09 | -0.04 | 1.00 | 0.00 | FALSE |
3 | GTEx | Adipose Subcutaneous | TMEM18 | 0.32 | 0.21 | lasso | 9 | 0.25 | 4.7e-20 | 5.6 | 6.7 | 1.8e-11 | -0.23 | 1.00 | 0.00 | FALSE |
4 | GTEx | Adipose Subcutaneous | AC092159.2 | 0.29 | 0.14 | lasso | 14 | 0.19 | 4.2e-15 | 4.4 | 6.1 | 1.0e-09 | -0.17 | 1.00 | 0.00 | FALSE |
5 | GTEx | Adipose Visceral Omentum | SH3YL1 | 0.15 | 0.03 | lasso | 4 | 0.01 | 6.5e-02 | -5.1 | -6.4 | 1.7e-10 | -0.01 | 0.17 | 0.04 | FALSE |
6 | GTEx | Adipose Visceral Omentum | TMEM18 | 0.23 | 0.14 | lasso | 4 | 0.17 | 5.7e-09 | 5.8 | 5.4 | 5.9e-08 | -0.15 | 0.99 | 0.00 | FALSE |
7 | GTEx | Adipose Visceral Omentum | AC092159.2 | 0.29 | 0.11 | enet | 41 | 0.14 | 1.5e-07 | 5.8 | 6.0 | 1.4e-09 | -0.12 | 0.92 | 0.00 | FALSE |
8 | GTEx | Artery Aorta | TMEM18 | 0.32 | 0.16 | lasso | 5 | 0.15 | 1.4e-08 | 5.6 | 6.4 | 2.0e-10 | -0.19 | 1.00 | 0.00 | FALSE |
9 | GTEx | Artery Aorta | AC092159.2 | 0.29 | 0.19 | enet | 9 | 0.23 | 9.7e-13 | 5.8 | 6.8 | 9.8e-12 | -0.19 | 1.00 | 0.00 | FALSE |
10 | GTEx | Artery Tibial | SH3YL1 | 0.10 | 0.02 | lasso | 3 | 0.01 | 2.9e-02 | -5.8 | -8.8 | 2.0e-18 | 0.09 | 0.65 | 0.03 | FALSE |
11 | GTEx | Artery Tibial | TMEM18 | 0.35 | 0.08 | enet | 28 | 0.19 | 9.2e-15 | 5.8 | 6.2 | 5.0e-10 | -0.19 | 1.00 | 0.00 | FALSE |
12 | GTEx | Artery Tibial | AC092159.2 | 0.38 | 0.24 | lasso | 5 | 0.30 | 5.6e-24 | 6.6 | 7.7 | 9.7e-15 | -0.19 | 1.00 | 0.00 | FALSE |
13 | GTEx | Cells Transformed fibroblasts | SH3YL1 | 0.16 | 0.09 | lasso | 7 | 0.10 | 3.3e-08 | 6.6 | -5.7 | 1.1e-08 | 0.03 | 0.99 | 0.00 | FALSE |
14 | GTEx | Cells Transformed fibroblasts | AC092159.2 | 0.26 | 0.17 | enet | 5 | 0.21 | 1.8e-15 | 5.8 | 5.9 | 4.3e-09 | -0.16 | 1.00 | 0.00 | FALSE |
15 | GTEx | Colon Transverse | SH3YL1 | 0.36 | 0.25 | lasso | 7 | 0.26 | 1.2e-12 | -5.8 | 6.4 | 2.0e-10 | 0.03 | 1.00 | 0.00 | FALSE |
16 | GTEx | Esophagus Gastroesophageal Junction | SH3YL1 | 0.21 | 0.09 | lasso | 7 | 0.14 | 1.3e-05 | -3.8 | -6.5 | 5.8e-11 | 0.03 | 0.52 | 0.02 | TRUE |
17 | GTEx | Esophagus Mucosa | SH3YL1 | 0.60 | 0.67 | lasso | 4 | 0.66 | 9.2e-58 | -5.8 | 5.7 | 1.4e-08 | 0.05 | 1.00 | 0.00 | FALSE |
18 | GTEx | Esophagus Mucosa | TMEM18 | 0.37 | 0.20 | lasso | 7 | 0.20 | 2.3e-13 | 5.6 | 6.0 | 2.1e-09 | -0.20 | 1.00 | 0.00 | FALSE |
19 | GTEx | Esophagus Mucosa | AC092159.2 | 0.27 | 0.18 | enet | 5 | 0.20 | 2.5e-13 | 5.8 | 6.4 | 1.9e-10 | -0.20 | 1.00 | 0.00 | FALSE |
20 | GTEx | Esophagus Muscularis | SH3YL1 | 0.30 | 0.23 | enet | 50 | 0.28 | 4.6e-17 | -5.8 | -6.1 | 1.4e-09 | -0.03 | 1.00 | 0.00 | TRUE |
21 | GTEx | Esophagus Muscularis | TMEM18 | 0.37 | 0.20 | lasso | 8 | 0.18 | 2.0e-11 | 6.6 | 7.9 | 3.5e-15 | -0.28 | 1.00 | 0.00 | TRUE |
22 | GTEx | Esophagus Muscularis | AC092159.2 | 0.26 | 0.16 | enet | 7 | 0.20 | 5.3e-12 | 6.6 | 7.3 | 3.2e-13 | -0.30 | 1.00 | 0.00 | FALSE |
23 | GTEx | Heart Atrial Appendage | TMEM18 | 0.26 | 0.16 | lasso | 7 | 0.09 | 5.0e-05 | 5.6 | 6.2 | 6.1e-10 | -0.24 | 0.83 | 0.06 | FALSE |
24 | GTEx | Heart Left Ventricle | SH3YL1 | 0.14 | 0.11 | enet | 16 | 0.10 | 8.2e-06 | -5.5 | -6.8 | 9.7e-12 | -0.04 | 0.80 | 0.01 | TRUE |
25 | GTEx | Heart Left Ventricle | TMEM18 | 0.22 | 0.19 | lasso | 7 | 0.16 | 8.3e-09 | 5.8 | 7.5 | 5.1e-14 | -0.19 | 0.99 | 0.00 | FALSE |
26 | GTEx | Heart Left Ventricle | AC092159.2 | 0.35 | 0.24 | lasso | 6 | 0.23 | 2.3e-12 | 5.8 | 7.0 | 1.8e-12 | -0.20 | 1.00 | 0.00 | FALSE |
27 | GTEx | Lung | TMEM18 | 0.13 | 0.11 | lasso | 2 | 0.10 | 4.5e-08 | 5.8 | 5.8 | 7.0e-09 | -0.17 | 0.99 | 0.00 | FALSE |
28 | GTEx | Lung | AC092159.2 | 0.22 | 0.17 | lasso | 3 | 0.18 | 1.1e-13 | 5.8 | 5.9 | 2.8e-09 | -0.13 | 1.00 | 0.00 | FALSE |
29 | GTEx | Muscle Skeletal | SH3YL1 | 0.12 | 0.10 | lasso | 3 | 0.09 | 4.1e-09 | -5.8 | -5.5 | 3.9e-08 | -0.07 | 1.00 | 0.00 | FALSE |
30 | GTEx | Muscle Skeletal | TMEM18 | 0.40 | 0.30 | lasso | 7 | 0.33 | 2.0e-33 | 6.6 | 6.2 | 5.5e-10 | -0.17 | 1.00 | 0.00 | FALSE |
31 | GTEx | Muscle Skeletal | AC092159.2 | 0.46 | 0.34 | enet | 18 | 0.39 | 1.1e-40 | 6.6 | 6.4 | 1.4e-10 | -0.17 | 1.00 | 0.00 | FALSE |
32 | GTEx | Nerve Tibial | SH3YL1 | 0.33 | 0.23 | enet | 35 | 0.25 | 5.6e-18 | -5.8 | -7.7 | 2.1e-14 | 0.07 | 1.00 | 0.00 | FALSE |
33 | GTEx | Nerve Tibial | AC092159.2 | 0.18 | 0.09 | lasso | 5 | 0.10 | 1.5e-07 | 6.6 | 6.7 | 2.7e-11 | -0.16 | 0.99 | 0.00 | FALSE |
34 | GTEx | Ovary | SH3YL1 | 0.48 | 0.29 | enet | 18 | 0.34 | 3.2e-09 | -5.5 | -7.7 | 1.2e-14 | 0.15 | 0.67 | 0.03 | TRUE |
35 | GTEx | Pancreas | SH3YL1 | 0.48 | 0.43 | lasso | 11 | 0.41 | 6.9e-19 | -5.8 | 6.0 | 1.9e-09 | 0.04 | 1.00 | 0.00 | FALSE |
36 | GTEx | Skin Not Sun Exposed Suprapubic | SH3YL1 | 0.47 | 0.53 | lasso | 2 | 0.53 | 2.1e-33 | -5.9 | 5.8 | 4.8e-09 | 0.04 | 1.00 | 0.00 | FALSE |
37 | GTEx | Skin Sun Exposed Lower leg | SH3YL1 | 0.42 | 0.44 | lasso | 5 | 0.45 | 3.3e-41 | -5.9 | 6.1 | 1.2e-09 | 0.04 | 1.00 | 0.00 | FALSE |
38 | GTEx | Stomach | SH3YL1 | 0.33 | 0.21 | lasso | 6 | 0.20 | 3.8e-10 | -5.5 | 5.9 | 4.5e-09 | 0.05 | 1.00 | 0.00 | FALSE |
39 | GTEx | Thyroid | SH3YL1 | 0.29 | 0.32 | lasso | 4 | 0.31 | 2.9e-24 | -5.8 | 5.8 | 8.6e-09 | 0.05 | 1.00 | 0.00 | FALSE |
40 | GTEx | Whole Blood | SH3YL1 | 0.21 | 0.17 | lasso | 6 | 0.18 | 2.6e-16 | -5.8 | 6.0 | 1.7e-09 | 0.05 | 1.00 | 0.00 | FALSE |
41 | METSIM | Adipose | TMEM18 | 0.20 | 0.12 | lasso | 6 | 0.12 | 9.2e-17 | 5.8 | 6.7 | 2.1e-11 | -0.19 | 1.00 | 0.00 | FALSE |
42 | NTR | Blood | SH3YL1 | 0.12 | 0.17 | lasso | 5 | 0.16 | 6.2e-51 | -5.9 | 5.5 | 3.4e-08 | 0.05 | 1.00 | 0.00 | FALSE |
43 | ROSMAP | Brain Pre-frontal Cortex | ACP1 | 0.03 | 0.04 | lasso | 2 | 0.02 | 4.7e-04 | -5.5 | 5.5 | 2.8e-08 | 0.00 | 0.61 | 0.01 | FALSE |
44 | ROSMAP | Brain Pre-frontal Cortex | FAM150B | 0.06 | 0.01 | bslmm | 381 | 0.03 | 9.9e-05 | 6.7 | 8.9 | 4.0e-19 | -0.07 | 0.40 | 0.02 | TRUE |
45 | The Cancer Genome Atlas | Breast Invasive Carcinoma | SH3YL1 | 0.19 | 0.31 | lasso | 5 | 0.32 | 2.5e-66 | -5.8 | 5.4 | 6.2e-08 | 0.05 | 0.49 | 0.51 | FALSE |
46 | The Cancer Genome Atlas | Colon Adenocarcinoma | SH3YL1 | 0.32 | 0.34 | lasso | 6 | 0.35 | 2.8e-21 | -5.8 | 5.9 | 3.4e-09 | 0.05 | 0.48 | 0.52 | FALSE |
47 | The Cancer Genome Atlas | Esophageal Carcinoma | SH3YL1 | 0.16 | 0.02 | blup | 67 | 0.08 | 1.9e-03 | -5.5 | 6.2 | 5.8e-10 | 0.00 | 0.10 | 0.32 | TRUE |
48 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | SH3YL1 | 0.24 | 0.25 | lasso | 4 | 0.25 | 8.1e-28 | -5.5 | 5.6 | 1.7e-08 | 0.05 | 0.54 | 0.46 | TRUE |
49 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | SH3YL1 | 0.16 | 0.04 | blup | 67 | 0.06 | 5.6e-07 | -6.0 | 6.0 | 1.4e-09 | 0.02 | 0.04 | 0.96 | TRUE |
50 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | SH3YL1 | 0.20 | 0.05 | blup | 67 | 0.09 | 9.5e-06 | -6.0 | 6.2 | 4.9e-10 | 0.05 | 0.24 | 0.60 | FALSE |
51 | The Cancer Genome Atlas | Brain Lower Grade Glioma | FAM150B | 0.07 | 0.07 | lasso | 2 | 0.06 | 5.8e-07 | -6.0 | 6.0 | 1.8e-09 | 0.05 | 0.42 | 0.58 | FALSE |
52 | The Cancer Genome Atlas | Pancreatic Adenocarcinoma | SH3YL1 | 0.21 | 0.18 | lasso | 1 | 0.15 | 9.6e-07 | -5.5 | 5.5 | 3.1e-08 | 0.05 | 0.54 | 0.46 | FALSE |
53 | The Cancer Genome Atlas | Soft Tissue Sarcoma | SH3YL1 | 0.07 | 0.04 | enet | 9 | 0.05 | 1.0e-03 | 6.4 | -5.6 | 1.7e-08 | 0.03 | 0.02 | 0.81 | TRUE |
54 | The Cancer Genome Atlas | Stomach Adenocarcinoma | TMEM18 | 0.11 | 0.01 | blup | 74 | 0.04 | 1.3e-03 | 5.6 | 6.8 | 1.1e-11 | -0.23 | 0.11 | 0.04 | FALSE |
55 | The Cancer Genome Atlas | Thyroid Carcinoma | SH3YL1 | 0.54 | 0.56 | lasso | 4 | 0.57 | 1.1e-67 | -5.8 | 5.6 | 2.2e-08 | 0.06 | 0.54 | 0.46 | FALSE |