Best TWAS P=4.2e-08 · Best GWAS P=6.27e-08 conditioned to 0.313
# | 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 | HSD3B7 | 0.05 | 0.06 | lasso | 4 | 0.07 | 5.5e-09 | -5.4 | -5.4 | 6.5e-08 | 1.00 | 0.01 | 0.99 | FALSE |
2 | GTEx | Adipose Subcutaneous | KAT8 | 0.19 | 0.17 | lasso | 5 | 0.25 | 4.8e-20 | -4.3 | -5.2 | 1.6e-07 | 0.88 | 0.10 | 0.90 | FALSE |
3 | GTEx | Adipose Subcutaneous | RP11-196G11.2 | 0.23 | 0.20 | lasso | 9 | 0.21 | 4.2e-17 | -5.1 | -5.2 | 1.8e-07 | 0.96 | 0.05 | 0.95 | FALSE |
4 | GTEx | Artery Aorta | STX1B | 0.17 | 0.18 | lasso | 6 | 0.15 | 1.9e-08 | -5.2 | -5.3 | 1.2e-07 | 0.98 | 0.02 | 0.98 | FALSE |
5 | GTEx | Breast Mammary Tissue | KAT8 | 0.23 | 0.14 | lasso | 10 | 0.17 | 4.4e-09 | 4.4 | -5.1 | 2.8e-07 | 0.82 | 0.13 | 0.87 | FALSE |
6 | GTEx | Cells Transformed fibroblasts | RP11-196G11.2 | 0.14 | 0.14 | lasso | 6 | 0.13 | 2.9e-10 | -5.3 | -5.3 | 9.9e-08 | 0.98 | 0.02 | 0.98 | FALSE |
7 | GTEx | Colon Transverse | RP11-196G11.2 | 0.24 | 0.11 | lasso | 5 | 0.15 | 1.9e-07 | -4.9 | -5.2 | 2.1e-07 | 0.94 | 0.03 | 0.97 | FALSE |
8 | GTEx | Esophagus Gastroesophageal Junction | KAT8 | 0.18 | 0.11 | lasso | 4 | 0.24 | 4.9e-09 | -4.3 | -5.3 | 1.3e-07 | 0.88 | 0.05 | 0.95 | FALSE |
9 | GTEx | Esophagus Mucosa | STX1B | 0.12 | 0.03 | lasso | 5 | 0.05 | 1.7e-04 | -5.3 | -5.1 | 3.0e-07 | 0.86 | 0.04 | 0.96 | FALSE |
10 | GTEx | Esophagus Mucosa | RP11-196G11.2 | 0.09 | 0.03 | enet | 13 | 0.05 | 1.5e-04 | -5.1 | -5.3 | 9.9e-08 | 0.91 | 0.04 | 0.94 | FALSE |
11 | GTEx | Esophagus Muscularis | STX4 | 0.05 | 0.05 | lasso | 3 | 0.03 | 6.7e-03 | -4.9 | -5.1 | 3.1e-07 | 0.97 | 0.03 | 0.94 | FALSE |
12 | GTEx | Heart Left Ventricle | HSD3B7 | 0.12 | 0.08 | lasso | 3 | 0.07 | 2.0e-04 | -5.1 | -5.2 | 2.5e-07 | 0.94 | 0.05 | 0.93 | FALSE |
13 | GTEx | Lung | RP11-196G11.2 | 0.21 | 0.12 | enet | 22 | 0.14 | 1.6e-10 | -5.3 | -5.2 | 2.6e-07 | 0.88 | 0.04 | 0.96 | FALSE |
14 | GTEx | Muscle Skeletal | STX4 | 0.04 | 0.04 | lasso | 3 | 0.03 | 2.9e-04 | -5.2 | -5.2 | 2.2e-07 | 0.98 | 0.03 | 0.97 | FALSE |
15 | GTEx | Nerve Tibial | HSD3B7 | 0.09 | 0.05 | lasso | 3 | 0.03 | 2.4e-03 | -5.3 | -5.2 | 1.5e-07 | 0.95 | 0.04 | 0.85 | FALSE |
16 | GTEx | Nerve Tibial | RP11-196G11.2 | 0.17 | 0.22 | lasso | 6 | 0.22 | 2.3e-15 | -4.9 | -5.2 | 2.3e-07 | 0.96 | 0.03 | 0.97 | FALSE |
17 | GTEx | Pituitary | HSD3B7 | 0.13 | 0.07 | lasso | 7 | 0.05 | 2.1e-02 | -5.1 | -5.2 | 2.2e-07 | 0.90 | 0.05 | 0.86 | FALSE |
18 | GTEx | Skin Not Sun Exposed Suprapubic | RP11-196G11.2 | 0.22 | 0.21 | lasso | 9 | 0.26 | 3.2e-14 | -5.1 | -5.2 | 2.5e-07 | 0.94 | 0.05 | 0.95 | FALSE |
19 | GTEx | Skin Sun Exposed Lower leg | HSD3B7 | 0.12 | 0.17 | lasso | 5 | 0.16 | 2.7e-13 | -5.0 | -5.1 | 2.7e-07 | 0.92 | 0.05 | 0.95 | FALSE |
20 | GTEx | Skin Sun Exposed Lower leg | RP11-196G11.2 | 0.16 | 0.15 | lasso | 7 | 0.15 | 4.0e-12 | -5.1 | -5.1 | 2.9e-07 | 0.96 | 0.03 | 0.96 | FALSE |
21 | GTEx | Thyroid | RP11-196G11.2 | 0.11 | 0.14 | lasso | 2 | 0.14 | 3.5e-11 | -5.3 | -5.2 | 1.7e-07 | 0.96 | 0.03 | 0.97 | FALSE |
22 | GTEx | Uterus | RP11-196G11.2 | 0.18 | 0.16 | lasso | 20 | 0.15 | 5.4e-04 | -5.1 | -5.1 | 2.9e-07 | 0.95 | 0.04 | 0.92 | FALSE |
23 | METSIM | Adipose | RP11-196G11.2 | 0.13 | 0.17 | lasso | 9 | 0.16 | 2.2e-23 | -5.4 | -5.3 | 8.9e-08 | 1.00 | 0.02 | 0.98 | FALSE |
24 | ROSMAP | Brain Pre-frontal Cortex | STX1B | 0.08 | 0.10 | lasso | 7 | 0.10 | 3.0e-12 | -5.2 | -5.2 | 2.1e-07 | 0.90 | 0.05 | 0.95 | FALSE |
25 | ROSMAP | Brain Pre-frontal Cortex | HSD3B7 | 0.03 | 0.05 | lasso | 6 | 0.02 | 3.0e-04 | -5.0 | -5.1 | 3.1e-07 | 0.94 | 0.03 | 0.97 | FALSE |
26 | ROSMAP | Brain Pre-frontal Cortex | SETD1A | 0.02 | 0.01 | blup | 232 | 0.02 | 4.3e-04 | -3.5 | -5.3 | 1.1e-07 | 0.86 | 0.08 | 0.78 | FALSE |
27 | ROSMAP | Brain Pre-frontal Cortex | RP11-196G11.2 | 0.12 | 0.12 | lasso | 4 | 0.12 | 1.1e-14 | -5.4 | -5.4 | 8.2e-08 | 1.00 | 0.02 | 0.98 | FALSE |
28 | YFS | Blood | STX4 | 0.03 | 0.06 | lasso | 2 | 0.05 | 4.3e-17 | -5.3 | -5.3 | 1.2e-07 | 0.98 | 0.02 | 0.98 | FALSE |
29 | The Cancer Genome Atlas | Breast Invasive Carcinoma | HSD3B7 | 0.03 | 0.03 | blup | 31 | 0.04 | 5.2e-08 | -5.1 | -5.2 | 2.1e-07 | 0.92 | 0.02 | 0.98 | FALSE |
30 | The Cancer Genome Atlas | Breast Invasive Carcinoma | MYST1 | 0.05 | 0.04 | blup | 34 | 0.08 | 2.1e-15 | -4.3 | -5.3 | 1.1e-07 | 0.89 | 0.02 | 0.98 | FALSE |
31 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | MYST1 | 0.08 | 0.04 | blup | 34 | 0.07 | 7.2e-08 | 4.3 | -5.5 | 4.2e-08 | 0.91 | 0.01 | 0.99 | TRUE |
32 | The Cancer Genome Atlas | Brain Lower Grade Glioma | ZNF668 | 0.02 | 0.01 | enet | 8 | 0.02 | 3.1e-03 | 3.9 | 5.1 | 2.7e-07 | -0.83 | 0.03 | 0.69 | FALSE |
33 | The Cancer Genome Atlas | Ovarian Serous Cystadenocarcinoma | HSD3B7 | 0.04 | 0.04 | blup | 31 | 0.05 | 3.6e-04 | -5.0 | -5.3 | 1.2e-07 | 0.92 | 0.02 | 0.85 | FALSE |
34 | The Cancer Genome Atlas | Ovarian Serous Cystadenocarcinoma | STX1B | 0.02 | 0.01 | blup | 32 | 0.01 | 5.5e-02 | -5.1 | -5.4 | 5.5e-08 | 0.93 | 0.01 | 0.58 | FALSE |
35 | The Cancer Genome Atlas | Pheochromocytoma and Paraganglioma | HSD3B7 | 0.09 | 0.12 | blup | 31 | 0.11 | 4.1e-05 | -5.1 | -5.4 | 5.9e-08 | 0.92 | 0.02 | 0.95 | FALSE |
36 | The Cancer Genome Atlas | Thyroid Carcinoma | HSD3B7 | 0.20 | 0.27 | lasso | 12 | 0.28 | 1.8e-27 | -5.2 | -5.2 | 2.5e-07 | 0.90 | 0.02 | 0.98 | FALSE |