Best TWAS P=2.44e-16 · Best GWAS P=4.9e-16 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 | USMG5 | 0.03 | 0.01 | bslmm | 352 | 0.00 | 7.5e-02 | -4.2 | 5.6 | 2.0e-08 | -0.51 | 0.16 | 0.41 | FALSE |
2 | GTEx | Adipose Subcutaneous | CYP17A1-AS1 | 0.05 | 0.02 | enet | 10 | 0.03 | 2.8e-03 | -7.1 | -5.3 | 9.7e-08 | 0.68 | 0.22 | 0.42 | FALSE |
3 | GTEx | Adipose Subcutaneous | RP11-179B2.2 | 0.15 | 0.08 | lasso | 6 | 0.08 | 3.2e-07 | -5.8 | -6.9 | 4.0e-12 | 0.01 | 0.01 | 0.99 | FALSE |
4 | GTEx | Adipose Visceral Omentum | RP11-179B2.2 | 0.13 | 0.02 | lasso | 3 | 0.03 | 6.5e-03 | -7.9 | -7.6 | 2.4e-14 | 0.04 | 0.01 | 0.99 | FALSE |
5 | GTEx | Artery Aorta | TMEM180 | 0.25 | 0.23 | enet | 37 | 0.25 | 7.4e-14 | -3.4 | -6.2 | 6.5e-10 | 0.21 | 1.00 | 0.00 | TRUE |
6 | GTEx | Artery Aorta | ARL3 | 0.19 | 0.07 | lasso | 6 | 0.06 | 4.8e-04 | -5.6 | 6.6 | 3.8e-11 | -0.71 | 0.23 | 0.62 | TRUE |
7 | GTEx | Artery Aorta | RP11-179B2.2 | 0.16 | 0.11 | lasso | 2 | 0.09 | 7.6e-06 | -7.9 | -7.6 | 2.8e-14 | 0.05 | 0.01 | 0.99 | FALSE |
8 | GTEx | Artery Tibial | RP11-179B2.2 | 0.11 | 0.09 | lasso | 4 | 0.08 | 8.8e-07 | -7.9 | -7.9 | 2.6e-15 | 0.02 | 0.01 | 0.99 | FALSE |
9 | GTEx | Brain Cerebellum | TRIM8 | 0.34 | -0.01 | enet | 25 | 0.07 | 4.7e-03 | 2.5 | 6.7 | 1.6e-11 | -0.34 | 0.07 | 0.37 | TRUE |
10 | GTEx | Brain Cerebellum | RP11-179B2.2 | 0.37 | 0.21 | lasso | 4 | 0.20 | 1.4e-06 | -7.9 | -8.0 | 1.3e-15 | 0.02 | 0.01 | 0.99 | FALSE |
11 | GTEx | Brain Frontal Cortex BA9 | RP11-179B2.2 | 0.22 | 0.15 | lasso | 2 | 0.11 | 7.2e-04 | -7.9 | -7.5 | 4.4e-14 | 0.03 | 0.01 | 0.95 | FALSE |
12 | GTEx | Breast Mammary Tissue | SFXN2 | 0.11 | 0.00 | enet | 12 | 0.03 | 1.3e-02 | -3.6 | 5.4 | 8.1e-08 | -0.39 | 0.19 | 0.05 | FALSE |
13 | GTEx | Breast Mammary Tissue | RP11-179B2.2 | 0.11 | 0.09 | lasso | 2 | 0.07 | 1.8e-04 | -7.9 | -7.1 | 1.3e-12 | 0.04 | 0.01 | 0.99 | FALSE |
14 | GTEx | Breast Mammary Tissue (Male) | RP11-179B2.2 | 0.16 | -0.01 | enet | 4 | -0.01 | 7.1e-01 | 7.4 | -7.4 | 1.8e-13 | 0.00 | 0.03 | 0.51 | FALSE |
15 | GTEx | Breast Mammary Tissue (Female) | CYP17A1-AS1 | 0.14 | 0.01 | lasso | 11 | 0.00 | 4.7e-01 | -7.6 | -6.0 | 1.7e-09 | 0.88 | 0.05 | 0.42 | FALSE |
16 | GTEx | Cells Transformed fibroblasts | GBF1 | 0.07 | 0.00 | enet | 2 | 0.00 | 1.4e-01 | -7.1 | -6.7 | 1.6e-11 | 0.78 | 0.05 | 0.47 | FALSE |
17 | GTEx | Cells Transformed fibroblasts | SUFU | 0.07 | 0.04 | lasso | 3 | 0.04 | 3.5e-04 | -7.6 | -7.8 | 4.9e-15 | 0.85 | 0.20 | 0.55 | FALSE |
18 | GTEx | Colon Sigmoid | ARL3 | 0.13 | 0.10 | lasso | 6 | 0.05 | 5.5e-03 | -5.6 | 5.6 | 1.8e-08 | -0.62 | 0.15 | 0.38 | FALSE |
19 | GTEx | Esophagus Muscularis | RP11-179B2.2 | 0.15 | 0.16 | lasso | 3 | 0.16 | 8.1e-10 | -8.1 | -8.0 | 8.4e-16 | 0.01 | 0.00 | 1.00 | FALSE |
20 | GTEx | Heart Left Ventricle | RP11-179B2.2 | 0.15 | 0.18 | enet | 2 | 0.14 | 4.8e-08 | -7.9 | -7.9 | 2.8e-15 | 0.04 | 0.01 | 0.99 | FALSE |
21 | GTEx | Liver | ACTR1A | 0.15 | 0.00 | lasso | 10 | 0.00 | 4.6e-01 | 2.5 | 5.2 | 1.8e-07 | -0.26 | 0.07 | 0.10 | FALSE |
22 | GTEx | Lung | RP11-179B2.2 | 0.18 | 0.12 | lasso | 3 | 0.12 | 1.7e-09 | -7.9 | -7.5 | 6.5e-14 | 0.03 | 0.01 | 0.99 | FALSE |
23 | GTEx | Muscle Skeletal | TMEM180 | 0.05 | 0.01 | lasso | 6 | 0.01 | 8.3e-02 | -4.3 | -5.8 | 5.7e-09 | 0.60 | 0.06 | 0.53 | TRUE |
24 | GTEx | Nerve Tibial | RP11-179B2.2 | 0.15 | 0.08 | lasso | 2 | 0.12 | 6.4e-09 | -8.1 | -6.6 | 3.1e-11 | -0.02 | 0.00 | 1.00 | FALSE |
25 | GTEx | Skin Not Sun Exposed Suprapubic | RP11-179B2.2 | 0.27 | 0.15 | enet | 36 | 0.15 | 2.0e-08 | -7.9 | -6.7 | 2.1e-11 | 0.00 | 0.00 | 1.00 | FALSE |
26 | GTEx | Skin Sun Exposed Lower leg | RP11-179B2.2 | 0.12 | 0.09 | lasso | 2 | 0.08 | 1.7e-07 | -5.6 | -5.5 | 3.8e-08 | 0.03 | 0.04 | 0.96 | FALSE |
27 | GTEx | Stomach | BTRC | 0.12 | 0.04 | enet | 10 | 0.04 | 4.9e-03 | 1.9 | 5.3 | 9.6e-08 | 0.05 | 0.17 | 0.04 | FALSE |
28 | GTEx | Testis | NT5C2 | 0.20 | 0.03 | lasso | 8 | 0.08 | 2.8e-04 | -7.6 | -5.6 | 1.6e-08 | 0.87 | 0.08 | 0.84 | FALSE |
29 | GTEx | Testis | CYP17A1-AS1 | 0.14 | 0.08 | enet | 5 | 0.10 | 2.3e-05 | -7.6 | 7.7 | 9.3e-15 | -0.98 | 0.03 | 0.96 | FALSE |
30 | GTEx | Thyroid | C10orf95 | 0.10 | 0.02 | enet | 28 | 0.02 | 6.6e-03 | -3.5 | -5.8 | 8.6e-09 | 0.28 | 0.21 | 0.05 | TRUE |
31 | GTEx | Thyroid | WBP1L | 0.26 | 0.10 | enet | 9 | 0.13 | 2.1e-10 | -2.0 | 5.4 | 7.9e-08 | -0.81 | 0.19 | 0.81 | FALSE |
32 | GTEx | Thyroid | RP11-179B2.2 | 0.18 | 0.12 | lasso | 7 | 0.11 | 8.3e-09 | -5.8 | -6.4 | 1.4e-10 | 0.04 | 0.03 | 0.97 | FALSE |
33 | METSIM | Adipose | MRPL43 | 0.05 | 0.04 | bslmm | 422 | 0.04 | 1.9e-06 | 3.6 | -5.2 | 2.0e-07 | -0.03 | 0.94 | 0.02 | FALSE |
34 | ROSMAP | Brain Pre-frontal Cortex | ARL3 | 0.24 | 0.14 | bslmm | 368 | 0.16 | 3.9e-20 | -5.6 | 6.4 | 1.9e-10 | -0.53 | 1.00 | 0.00 | FALSE |
35 | ROSMAP | Brain Pre-frontal Cortex | CNNM2 | 0.11 | 0.08 | lasso | 3 | 0.07 | 2.2e-09 | -8.0 | -7.9 | 2.0e-15 | 1.00 | 0.02 | 0.98 | TRUE |
36 | ROSMAP | Brain Pre-frontal Cortex | USMG5 | 0.04 | 0.03 | lasso | 9 | 0.03 | 1.6e-04 | -4.2 | 6.4 | 1.3e-10 | -0.64 | 0.05 | 0.92 | TRUE |
37 | YFS | Blood | NT5C2 | 0.13 | 0.10 | bslmm | 382 | 0.11 | 7.3e-35 | -7.9 | -6.3 | 2.5e-10 | 0.94 | 0.02 | 0.98 | FALSE |
38 | The Cancer Genome Atlas | Bladder Urothelial Carcinoma | AS3MT | 0.06 | 0.09 | enet | 6 | 0.07 | 1.3e-06 | -5.0 | 6.2 | 4.2e-10 | -0.69 | 0.37 | 0.61 | FALSE |
39 | The Cancer Genome Atlas | Breast Invasive Carcinoma | CALHM2 | 0.03 | 0.02 | blup | 49 | 0.02 | 3.0e-04 | -4.5 | -5.4 | 5.1e-08 | 0.24 | 0.02 | 0.82 | FALSE |
40 | The Cancer Genome Atlas | Cervical Squamous Cell Carcinoma | ARL3 | 0.09 | 0.02 | blup | 57 | 0.05 | 1.8e-03 | -5.6 | 5.8 | 7.7e-09 | -0.59 | 0.01 | 0.60 | TRUE |
41 | The Cancer Genome Atlas | Colon Adenocarcinoma | MRPL43 | 0.07 | 0.02 | blup | 52 | 0.00 | 1.7e-01 | -7.7 | 8.2 | 2.4e-16 | 0.02 | 0.01 | 0.83 | TRUE |
42 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | MRPL43 | 0.03 | 0.02 | blup | 52 | 0.03 | 3.0e-04 | 3.6 | 5.3 | 1.0e-07 | 0.06 | 0.10 | 0.52 | FALSE |
43 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | ARL3 | 0.03 | 0.02 | lasso | 3 | 0.02 | 1.1e-03 | -5.6 | 5.5 | 4.3e-08 | -0.63 | 0.03 | 0.73 | TRUE |
44 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | SEMA4G | 0.04 | 0.01 | blup | 52 | 0.02 | 1.2e-03 | -5.6 | -5.6 | 2.8e-08 | -0.02 | 0.01 | 0.80 | FALSE |
45 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | TMEM180 | 0.06 | 0.03 | lasso | 5 | 0.03 | 3.7e-04 | -5.0 | -5.4 | 6.8e-08 | 0.46 | 0.01 | 0.98 | FALSE |
46 | The Cancer Genome Atlas | Brain Lower Grade Glioma | ACTR1A | 0.04 | 0.01 | blup | 51 | 0.02 | 7.1e-04 | -3.5 | -5.7 | 1.0e-08 | 0.27 | 0.04 | 0.17 | TRUE |
47 | The Cancer Genome Atlas | Brain Lower Grade Glioma | SEMA4G | 0.03 | 0.01 | blup | 52 | 0.01 | 4.2e-02 | -8.1 | -5.7 | 1.1e-08 | -0.02 | 0.00 | 0.90 | FALSE |
48 | The Cancer Genome Atlas | Ovarian Serous Cystadenocarcinoma | MRPL43 | 0.06 | 0.04 | blup | 51 | 0.04 | 7.4e-04 | 3.6 | 5.1 | 2.6e-07 | 0.03 | 0.55 | 0.08 | FALSE |
49 | The Cancer Genome Atlas | Pheochromocytoma and Paraganglioma | FAM178A | 0.14 | 0.08 | lasso | 2 | 0.08 | 5.9e-04 | 7.1 | 6.7 | 2.6e-11 | 0.02 | 0.07 | 0.14 | FALSE |
50 | The Cancer Genome Atlas | Prostate Adenocarcinoma | ARL3 | 0.04 | 0.02 | blup | 57 | 0.03 | 9.2e-04 | -5.6 | 5.8 | 6.5e-09 | -0.50 | 0.06 | 0.56 | FALSE |
51 | The Cancer Genome Atlas | Thyroid Carcinoma | ARL3 | 0.06 | 0.07 | lasso | 4 | 0.06 | 3.5e-06 | -5.6 | 5.3 | 1.4e-07 | -0.57 | 0.89 | 0.10 | FALSE |
52 | The Cancer Genome Atlas | Thyroid Carcinoma | SEMA4G | 0.07 | 0.08 | blup | 52 | 0.08 | 5.1e-08 | 3.6 | -5.2 | 1.5e-07 | -0.03 | 0.04 | 0.96 | FALSE |