Best TWAS P=2.76e-15 · Best GWAS P=5.05e-36 conditioned to 5.03e-21
# | 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 | SH3YL1 | 0.08 | 0.10 | lasso | 1 | 0.08 | 4.1e-07 | 5.9 | 5.9 | 2.9e-09 | -0.06 | 1.00 | 0.00 | FALSE |
2 | GTEx | Adipose Subcutaneous | TMEM18 | 0.32 | 0.21 | lasso | 9 | 0.25 | 4.7e-20 | -4.9 | -5.9 | 4.3e-09 | -0.20 | 1.00 | 0.00 | FALSE |
3 | GTEx | Adipose Subcutaneous | AC092159.2 | 0.29 | 0.14 | lasso | 14 | 0.19 | 4.2e-15 | -3.5 | -5.3 | 1.2e-07 | -0.15 | 1.00 | 0.00 | FALSE |
4 | GTEx | Adipose Visceral Omentum | SH3YL1 | 0.15 | 0.03 | lasso | 4 | 0.01 | 6.5e-02 | 4.7 | 5.5 | 3.1e-08 | -0.02 | 0.17 | 0.04 | FALSE |
5 | GTEx | Artery Aorta | TMEM18 | 0.32 | 0.16 | lasso | 5 | 0.15 | 1.4e-08 | -4.9 | -5.4 | 7.5e-08 | -0.17 | 1.00 | 0.00 | FALSE |
6 | GTEx | Artery Aorta | AC092159.2 | 0.29 | 0.19 | enet | 9 | 0.23 | 9.7e-13 | -4.7 | -5.5 | 3.7e-08 | -0.16 | 1.00 | 0.00 | FALSE |
7 | GTEx | Artery Tibial | SH3YL1 | 0.10 | 0.02 | lasso | 3 | 0.01 | 2.9e-02 | 5.9 | 7.9 | 2.8e-15 | 0.08 | 0.65 | 0.02 | TRUE |
8 | GTEx | Artery Tibial | TMEM18 | 0.35 | 0.08 | enet | 28 | 0.19 | 9.2e-15 | -4.7 | -5.3 | 9.3e-08 | -0.17 | 1.00 | 0.00 | FALSE |
9 | GTEx | Artery Tibial | AC092159.2 | 0.38 | 0.24 | lasso | 5 | 0.30 | 5.6e-24 | -4.8 | -5.7 | 1.2e-08 | -0.16 | 1.00 | 0.00 | FALSE |
10 | GTEx | Colon Sigmoid | SH3YL1 | 0.20 | 0.14 | lasso | 3 | 0.14 | 1.3e-05 | 5.9 | 5.5 | 3.5e-08 | -0.08 | 0.42 | 0.03 | FALSE |
11 | GTEx | Colon Transverse | SH3YL1 | 0.36 | 0.25 | lasso | 7 | 0.26 | 1.2e-12 | 5.9 | -6.4 | 1.7e-10 | 0.05 | 1.00 | 0.00 | FALSE |
12 | GTEx | Esophagus Gastroesophageal Junction | SH3YL1 | 0.21 | 0.09 | lasso | 7 | 0.14 | 1.3e-05 | 2.2 | 5.2 | 2.3e-07 | 0.03 | 0.52 | 0.02 | FALSE |
13 | GTEx | Esophagus Mucosa | SH3YL1 | 0.60 | 0.67 | lasso | 4 | 0.66 | 9.2e-58 | 6.0 | -5.9 | 3.5e-09 | 0.06 | 1.00 | 0.00 | FALSE |
14 | GTEx | Esophagus Mucosa | AC092159.2 | 0.27 | 0.18 | enet | 5 | 0.20 | 2.5e-13 | -4.6 | -5.3 | 1.0e-07 | -0.16 | 1.00 | 0.00 | FALSE |
15 | GTEx | Esophagus Muscularis | SH3YL1 | 0.30 | 0.23 | enet | 50 | 0.28 | 4.6e-17 | 5.9 | 5.9 | 3.1e-09 | -0.05 | 1.00 | 0.00 | FALSE |
16 | GTEx | Esophagus Muscularis | TMEM18 | 0.37 | 0.20 | lasso | 8 | 0.18 | 2.0e-11 | -4.8 | -6.2 | 5.8e-10 | -0.26 | 1.00 | 0.00 | TRUE |
17 | GTEx | Esophagus Muscularis | AC092159.2 | 0.26 | 0.16 | enet | 7 | 0.20 | 5.3e-12 | -4.8 | -5.3 | 1.1e-07 | -0.29 | 1.00 | 0.00 | FALSE |
18 | GTEx | Heart Atrial Appendage | TMEM18 | 0.26 | 0.16 | lasso | 7 | 0.09 | 5.0e-05 | -4.9 | -5.4 | 6.8e-08 | -0.21 | 0.83 | 0.07 | FALSE |
19 | GTEx | Heart Left Ventricle | SH3YL1 | 0.14 | 0.11 | enet | 16 | 0.10 | 8.2e-06 | 5.8 | 6.6 | 5.4e-11 | -0.06 | 0.80 | 0.01 | FALSE |
20 | GTEx | Heart Left Ventricle | TMEM18 | 0.22 | 0.19 | lasso | 7 | 0.16 | 8.3e-09 | -4.6 | -5.9 | 2.8e-09 | -0.16 | 0.99 | 0.00 | FALSE |
21 | GTEx | Heart Left Ventricle | AC092159.2 | 0.35 | 0.24 | lasso | 6 | 0.23 | 2.3e-12 | -4.6 | -5.5 | 3.3e-08 | -0.17 | 1.00 | 0.00 | FALSE |
22 | GTEx | Muscle Skeletal | SH3YL1 | 0.12 | 0.10 | lasso | 3 | 0.09 | 4.1e-09 | 5.9 | 5.9 | 4.2e-09 | -0.08 | 1.00 | 0.00 | FALSE |
23 | GTEx | Nerve Tibial | SH3YL1 | 0.33 | 0.23 | enet | 35 | 0.25 | 5.6e-18 | 5.9 | 6.9 | 3.9e-12 | 0.07 | 1.00 | 0.00 | FALSE |
24 | GTEx | Ovary | SH3YL1 | 0.48 | 0.29 | enet | 18 | 0.34 | 3.2e-09 | 5.8 | 7.1 | 1.1e-12 | 0.13 | 0.67 | 0.03 | FALSE |
25 | GTEx | Pancreas | SH3YL1 | 0.48 | 0.43 | lasso | 11 | 0.41 | 6.9e-19 | 6.0 | -6.1 | 9.4e-10 | 0.06 | 1.00 | 0.00 | FALSE |
26 | GTEx | Skin Not Sun Exposed Suprapubic | SH3YL1 | 0.47 | 0.53 | lasso | 2 | 0.53 | 2.1e-33 | 5.9 | -5.9 | 2.9e-09 | 0.06 | 1.00 | 0.00 | FALSE |
27 | GTEx | Skin Sun Exposed Lower leg | SH3YL1 | 0.42 | 0.44 | lasso | 5 | 0.45 | 3.3e-41 | 5.9 | -6.0 | 1.7e-09 | 0.06 | 1.00 | 0.00 | FALSE |
28 | GTEx | Stomach | SH3YL1 | 0.33 | 0.21 | lasso | 6 | 0.20 | 3.8e-10 | 5.8 | -5.7 | 1.3e-08 | 0.05 | 1.00 | 0.00 | TRUE |
29 | GTEx | Thyroid | SH3YL1 | 0.29 | 0.32 | lasso | 4 | 0.31 | 2.9e-24 | 6.0 | -5.8 | 4.8e-09 | 0.07 | 1.00 | 0.00 | FALSE |
30 | GTEx | Whole Blood | SH3YL1 | 0.21 | 0.17 | lasso | 6 | 0.18 | 2.6e-16 | 6.0 | -6.2 | 7.5e-10 | 0.06 | 1.00 | 0.00 | FALSE |
31 | NTR | Blood | SH3YL1 | 0.12 | 0.17 | lasso | 5 | 0.16 | 6.2e-51 | 5.9 | -5.7 | 1.1e-08 | 0.06 | 1.00 | 0.00 | FALSE |
32 | ROSMAP | Brain Pre-frontal Cortex | ACP1 | 0.03 | 0.04 | lasso | 2 | 0.02 | 4.7e-04 | 5.8 | -5.6 | 2.2e-08 | 0.02 | 0.61 | 0.01 | FALSE |
33 | ROSMAP | Brain Pre-frontal Cortex | FAM150B | 0.06 | 0.01 | bslmm | 381 | 0.03 | 9.9e-05 | -5.5 | -7.1 | 1.7e-12 | -0.05 | 0.40 | 0.02 | FALSE |
34 | The Cancer Genome Atlas | Breast Invasive Carcinoma | SH3YL1 | 0.19 | 0.31 | lasso | 5 | 0.32 | 2.5e-66 | 5.9 | -5.7 | 1.3e-08 | 0.07 | 0.01 | 0.99 | FALSE |
35 | The Cancer Genome Atlas | Cervical Squamous Cell Carcinoma | SH3YL1 | 0.32 | 0.27 | enet | 14 | 0.28 | 6.6e-14 | 5.9 | -5.2 | 2.2e-07 | 0.07 | 0.01 | 0.99 | FALSE |
36 | The Cancer Genome Atlas | Colon Adenocarcinoma | SH3YL1 | 0.32 | 0.34 | lasso | 6 | 0.35 | 2.8e-21 | 6.0 | -6.0 | 1.9e-09 | 0.07 | 0.01 | 0.99 | FALSE |
37 | The Cancer Genome Atlas | Esophageal Carcinoma | SH3YL1 | 0.16 | 0.02 | blup | 67 | 0.08 | 1.9e-03 | 5.8 | -6.0 | 1.6e-09 | 0.03 | 0.01 | 0.93 | FALSE |
38 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | SH3YL1 | 0.24 | 0.25 | lasso | 4 | 0.25 | 8.1e-28 | 5.8 | -5.9 | 4.4e-09 | 0.07 | 0.01 | 0.99 | FALSE |
39 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | SH3YL1 | 0.16 | 0.04 | blup | 67 | 0.06 | 5.6e-07 | 6.0 | -5.9 | 3.0e-09 | 0.03 | 0.01 | 0.99 | FALSE |
40 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | SH3YL1 | 0.20 | 0.05 | blup | 67 | 0.09 | 9.5e-06 | 6.0 | -5.7 | 9.7e-09 | 0.05 | 0.01 | 0.99 | FALSE |
41 | The Cancer Genome Atlas | Brain Lower Grade Glioma | FAM150B | 0.07 | 0.07 | lasso | 2 | 0.06 | 5.8e-07 | 6.0 | -6.1 | 1.4e-09 | 0.07 | 0.00 | 1.00 | FALSE |
42 | The Cancer Genome Atlas | Lung Adenocarcinoma | SH3YL1 | 0.17 | 0.24 | enet | 15 | 0.24 | 5.8e-28 | 6.0 | -5.5 | 4.0e-08 | 0.07 | 0.01 | 0.99 | FALSE |
43 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | SH3YL1 | 0.11 | 0.10 | lasso | 5 | 0.10 | 4.5e-11 | 6.0 | -5.3 | 1.3e-07 | 0.07 | 0.01 | 0.99 | FALSE |
44 | The Cancer Genome Atlas | Pancreatic Adenocarcinoma | SH3YL1 | 0.21 | 0.18 | lasso | 1 | 0.15 | 9.6e-07 | 5.8 | -5.8 | 7.0e-09 | 0.07 | 0.01 | 0.99 | FALSE |
45 | The Cancer Genome Atlas | Stomach Adenocarcinoma | SH3YL1 | 0.19 | 0.21 | enet | 12 | 0.23 | 2.1e-16 | 5.9 | -5.3 | 1.3e-07 | 0.05 | 0.01 | 0.99 | FALSE |
46 | The Cancer Genome Atlas | Stomach Adenocarcinoma | TMEM18 | 0.11 | 0.01 | blup | 74 | 0.04 | 1.3e-03 | -4.9 | -5.7 | 1.0e-08 | -0.21 | 0.11 | 0.04 | FALSE |
47 | The Cancer Genome Atlas | Thyroid Carcinoma | SH3YL1 | 0.54 | 0.56 | lasso | 4 | 0.57 | 1.1e-67 | 6.0 | -5.8 | 7.2e-09 | 0.07 | 0.01 | 0.99 | FALSE |
48 | The Cancer Genome Atlas | Uterine Corpus Endometrial Carcinoma | SH3YL1 | 0.16 | 0.14 | lasso | 2 | 0.09 | 1.8e-03 | 5.9 | -5.5 | 4.5e-08 | 0.07 | 0.01 | 0.93 | FALSE |