Best TWAS P=1.91e-17 · Best GWAS P=3.49e-57 conditioned to 4.57e-39
# | 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 | HAUS4 | 0.20 | 0.25 | lasso | 7 | 0.25 | 1.2e-29 | -5.2 | -5.4 | 5.1e-08 | -0.02 | 1.00 | 0.00 | FALSE |
2 | CommonMind | Brain Pre-frontal Cortex | STXBP6 | 0.21 | 0.04 | lasso | 10 | 0.16 | 1.2e-19 | 6.5 | -6.5 | 6.8e-11 | -0.04 | 0.01 | 0.99 | TRUE |
3 | GTEx | Adipose Visceral Omentum | HAUS4 | 0.29 | 0.17 | lasso | 14 | 0.21 | 5.2e-11 | -5.4 | -5.8 | 7.5e-09 | 0.02 | 1.00 | 0.00 | FALSE |
4 | GTEx | Adrenal Gland | HAUS4 | 0.35 | 0.22 | enet | 11 | 0.21 | 3.5e-08 | -5.4 | -5.7 | 9.9e-09 | 0.02 | 0.96 | 0.00 | FALSE |
5 | GTEx | Artery Aorta | HAUS4 | 0.35 | 0.26 | enet | 14 | 0.32 | 6.1e-18 | -5.2 | -5.9 | 3.2e-09 | 0.00 | 1.00 | 0.00 | FALSE |
6 | GTEx | Artery Aorta | RP11-298I3.1 | 0.18 | 0.07 | enet | 12 | 0.08 | 2.6e-05 | -5.9 | 6.0 | 1.5e-09 | 0.00 | 0.89 | 0.00 | FALSE |
7 | GTEx | Artery Coronary | HAUS4 | 0.36 | 0.25 | lasso | 5 | 0.22 | 8.6e-08 | -6.3 | -5.7 | 9.7e-09 | 0.00 | 0.98 | 0.00 | FALSE |
8 | GTEx | Brain Cerebellum | HAUS4 | 0.36 | 0.27 | enet | 6 | 0.32 | 2.6e-10 | -5.7 | -6.2 | 6.4e-10 | 0.00 | 0.98 | 0.00 | FALSE |
9 | GTEx | Brain Cerebellum | RBM23 | 0.31 | 0.18 | lasso | 4 | 0.22 | 3.4e-07 | -5.7 | 5.5 | 3.7e-08 | 0.01 | 0.79 | 0.01 | FALSE |
10 | GTEx | Brain Frontal Cortex BA9 | HAUS4 | 0.26 | 0.07 | lasso | 6 | 0.04 | 3.7e-02 | -5.7 | -6.0 | 1.9e-09 | 0.00 | 0.16 | 0.05 | FALSE |
11 | GTEx | Brain Putamen basal ganglia | HAUS4 | 0.29 | 0.00 | enet | 4 | -0.01 | 6.3e-01 | -5.7 | -5.9 | 3.3e-09 | 0.00 | 0.12 | 0.07 | FALSE |
12 | GTEx | Breast Mammary Tissue (Male) | HAUS4 | 0.30 | 0.12 | lasso | 11 | 0.10 | 2.6e-03 | -5.2 | -5.4 | 6.4e-08 | -0.03 | 0.21 | 0.05 | FALSE |
13 | GTEx | Colon Transverse | HAUS4 | 0.30 | 0.28 | enet | 8 | 0.27 | 3.2e-13 | -5.4 | -5.6 | 1.8e-08 | -0.01 | 1.00 | 0.00 | FALSE |
14 | GTEx | Esophagus Mucosa | HAUS4 | 0.33 | 0.26 | enet | 17 | 0.28 | 7.4e-19 | -5.9 | -5.7 | 1.0e-08 | 0.00 | 1.00 | 0.00 | FALSE |
15 | GTEx | Esophagus Muscularis | STXBP6 | 0.31 | 0.15 | lasso | 12 | 0.15 | 2.6e-09 | 6.3 | -6.4 | 1.5e-10 | -0.02 | 1.00 | 0.00 | TRUE |
16 | GTEx | Heart Left Ventricle | HAUS4 | 0.17 | 0.13 | lasso | 2 | 0.12 | 5.0e-07 | -5.2 | 5.2 | 2.0e-07 | 0.04 | 0.75 | 0.01 | FALSE |
17 | GTEx | Lung | HAUS4 | 0.30 | 0.26 | enet | 26 | 0.29 | 1.9e-22 | -5.4 | -5.6 | 1.7e-08 | -0.01 | 1.00 | 0.00 | FALSE |
18 | GTEx | Muscle Skeletal | HAUS4 | 0.09 | 0.08 | lasso | 4 | 0.06 | 1.4e-06 | -5.7 | -5.7 | 1.1e-08 | -0.02 | 1.00 | 0.00 | FALSE |
19 | GTEx | Nerve Tibial | HAUS4 | 0.36 | 0.29 | enet | 38 | 0.33 | 8.2e-24 | -5.4 | -5.5 | 4.5e-08 | -0.01 | 1.00 | 0.00 | FALSE |
20 | GTEx | Ovary | HAUS4 | 0.32 | 0.10 | enet | 16 | 0.09 | 2.6e-03 | -5.2 | -5.4 | 7.7e-08 | 0.04 | 0.23 | 0.04 | FALSE |
21 | GTEx | Pancreas | RBM23 | 0.20 | 0.10 | enet | 7 | 0.03 | 1.7e-02 | -5.4 | 5.1 | 3.1e-07 | 0.00 | 0.27 | 0.04 | FALSE |
22 | GTEx | Skin Sun Exposed Lower leg | HAUS4 | 0.31 | 0.25 | enet | 25 | 0.32 | 2.5e-27 | -5.2 | -5.5 | 3.1e-08 | -0.02 | 1.00 | 0.00 | FALSE |
23 | GTEx | Skin Sun Exposed Lower leg | AJUBA | 0.12 | 0.04 | lasso | 4 | 0.05 | 6.8e-05 | -6.3 | 6.1 | 9.7e-10 | -0.05 | 0.78 | 0.02 | FALSE |
24 | GTEx | Stomach | HAUS4 | 0.29 | 0.20 | enet | 13 | 0.20 | 6.0e-10 | -5.4 | -6.1 | 1.2e-09 | 0.00 | 1.00 | 0.00 | FALSE |
25 | GTEx | Stomach | STXBP6 | 0.18 | 0.05 | enet | 6 | 0.04 | 4.1e-03 | 6.3 | -5.8 | 5.3e-09 | 0.01 | 0.12 | 0.40 | FALSE |
26 | GTEx | Stomach | RP11-298I3.1 | 0.29 | 0.16 | lasso | 9 | 0.14 | 2.4e-07 | -5.9 | 6.6 | 3.2e-11 | 0.03 | 0.99 | 0.00 | TRUE |
27 | GTEx | Vagina | HAUS4 | 0.37 | 0.18 | enet | 12 | 0.16 | 1.8e-04 | -5.4 | -5.5 | 3.6e-08 | 0.00 | 0.36 | 0.04 | FALSE |
28 | METSIM | Adipose | AP1G2 | 0.05 | 0.04 | bslmm | 404 | 0.03 | 8.1e-05 | 4.2 | 5.3 | 1.2e-07 | 0.02 | 0.99 | 0.00 | TRUE |
29 | METSIM | Adipose | SLC7A8 | 0.07 | 0.00 | blup | 492 | 0.02 | 4.2e-04 | 4.7 | -8.5 | 1.9e-17 | -0.39 | 0.04 | 0.58 | TRUE |
30 | NTR | Blood | SLC7A8 | 0.09 | 0.00 | bslmm | 498 | 0.05 | 6.6e-17 | 1.4 | -6.0 | 2.4e-09 | -0.35 | 0.01 | 0.98 | FALSE |
31 | The Cancer Genome Atlas | Bladder Urothelial Carcinoma | HAUS4 | 0.09 | 0.04 | lasso | 5 | 0.04 | 5.1e-04 | -5.4 | -5.4 | 8.3e-08 | -0.03 | 0.24 | 0.54 | FALSE |
32 | The Cancer Genome Atlas | Breast Invasive Carcinoma | HAUS4 | 0.03 | 0.06 | blup | 41 | 0.06 | 1.1e-12 | -5.4 | -5.7 | 1.2e-08 | 0.00 | 0.05 | 0.95 | FALSE |
33 | The Cancer Genome Atlas | Glioblastoma Multiforme | HAUS4 | 0.21 | 0.23 | blup | 40 | 0.28 | 4.5e-09 | -6.3 | -6.4 | 2.1e-10 | 0.01 | 0.01 | 0.99 | FALSE |
34 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | HAUS4 | 0.03 | 0.05 | blup | 41 | 0.04 | 8.4e-06 | -5.1 | -5.4 | 5.2e-08 | 0.00 | 0.12 | 0.87 | FALSE |
35 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | HAUS4 | 0.17 | 0.17 | lasso | 4 | 0.19 | 2.7e-11 | -5.4 | -5.4 | 6.9e-08 | -0.05 | 0.17 | 0.83 | FALSE |
36 | The Cancer Genome Atlas | Brain Lower Grade Glioma | HAUS4 | 0.11 | 0.20 | lasso | 7 | 0.22 | 5.5e-24 | -5.1 | -5.6 | 2.2e-08 | -0.02 | 0.50 | 0.50 | FALSE |
37 | The Cancer Genome Atlas | Ovarian Serous Cystadenocarcinoma | HAUS4 | 0.09 | 0.07 | blup | 41 | 0.08 | 8.0e-06 | -5.9 | -5.9 | 3.1e-09 | 0.03 | 0.06 | 0.93 | FALSE |
38 | The Cancer Genome Atlas | Pancreatic Adenocarcinoma | HAUS4 | 0.12 | 0.19 | lasso | 4 | 0.21 | 4.8e-09 | -5.9 | -5.9 | 4.1e-09 | -0.03 | 0.04 | 0.96 | FALSE |
39 | The Cancer Genome Atlas | Pheochromocytoma and Paraganglioma | HAUS4 | 0.12 | 0.15 | lasso | 4 | 0.15 | 1.3e-06 | -5.4 | -5.4 | 6.4e-08 | -0.02 | 0.14 | 0.79 | FALSE |
40 | The Cancer Genome Atlas | Prostate Adenocarcinoma | HAUS4 | 0.12 | 0.15 | blup | 40 | 0.19 | 1.2e-19 | -6.3 | -5.8 | 4.9e-09 | 0.05 | 0.01 | 0.99 | FALSE |
41 | The Cancer Genome Atlas | Soft Tissue Sarcoma | HAUS4 | 0.07 | 0.06 | blup | 40 | 0.08 | 1.3e-05 | -5.4 | -5.8 | 6.8e-09 | 0.01 | 0.04 | 0.95 | FALSE |
42 | The Cancer Genome Atlas | Skin Cutaneous Melanoma | HAUS4 | 0.13 | 0.15 | lasso | 8 | 0.17 | 2.8e-05 | -6.3 | -6.0 | 2.1e-09 | 0.00 | 0.02 | 0.94 | FALSE |
43 | The Cancer Genome Atlas | Testicular Germ Cell Tumors | HAUS4 | 0.12 | 0.07 | blup | 39 | 0.10 | 3.0e-04 | -5.1 | -5.6 | 2.3e-08 | 0.01 | 0.05 | 0.87 | FALSE |
44 | The Cancer Genome Atlas | Thyroid Carcinoma | HAUS4 | 0.15 | 0.22 | lasso | 5 | 0.23 | 2.4e-22 | -5.4 | -5.8 | 7.2e-09 | -0.01 | 0.29 | 0.71 | FALSE |