Best TWAS P=1.13e-15 · Best GWAS P=1.81e-16 conditioned to 0.000986
# | 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 | ZNF641 | 0.10 | 0.10 | lasso | 4 | 0.10 | 2.8e-08 | 5.8 | 5.9 | 3.3e-09 | 0.69 | 0.99 | 0.01 | FALSE |
2 | GTEx | Adipose Subcutaneous | RP1-228P16.1 | 0.20 | 0.20 | lasso | 8 | 0.22 | 4.7e-18 | 6.8 | -7.6 | 2.6e-14 | -0.83 | 0.18 | 0.82 | FALSE |
3 | GTEx | Adipose Visceral Omentum | ZNF641 | 0.14 | 0.09 | lasso | 4 | 0.08 | 3.7e-05 | 5.9 | 6.9 | 7.3e-12 | 0.62 | 0.38 | 0.45 | FALSE |
4 | GTEx | Adipose Visceral Omentum | ASB8 | 0.10 | 0.00 | lasso | 6 | 0.00 | 6.8e-01 | 8.2 | 6.9 | 4.1e-12 | 0.86 | 0.02 | 0.93 | FALSE |
5 | GTEx | Adipose Visceral Omentum | RP1-228P16.1 | 0.18 | 0.13 | lasso | 4 | 0.15 | 2.3e-08 | 7.0 | -6.4 | 1.3e-10 | -0.65 | 0.18 | 0.82 | FALSE |
6 | GTEx | Adrenal Gland | ZNF641 | 0.31 | 0.18 | lasso | 3 | 0.21 | 4.2e-08 | 5.0 | 6.3 | 2.6e-10 | 0.65 | 0.25 | 0.68 | FALSE |
7 | GTEx | Adrenal Gland | RP1-228P16.1 | 0.19 | 0.20 | lasso | 5 | 0.15 | 4.4e-06 | 6.9 | -6.7 | 1.9e-11 | -0.72 | 0.12 | 0.87 | FALSE |
8 | GTEx | Artery Aorta | ZNF641 | 0.22 | 0.13 | enet | 30 | 0.18 | 4.9e-10 | 6.4 | 5.4 | 5.3e-08 | 0.63 | 0.97 | 0.03 | FALSE |
9 | GTEx | Artery Aorta | RP1-228P16.1 | 0.16 | 0.05 | enet | 28 | 0.11 | 1.7e-06 | 6.4 | -5.4 | 5.5e-08 | -0.59 | 0.77 | 0.22 | FALSE |
10 | GTEx | Artery Coronary | RP1-228P16.1 | 0.12 | 0.06 | lasso | 2 | 0.03 | 2.6e-02 | 6.9 | -6.7 | 2.5e-11 | -0.74 | 0.11 | 0.79 | FALSE |
11 | GTEx | Artery Tibial | ZNF641 | 0.19 | 0.16 | lasso | 5 | 0.16 | 1.6e-12 | 5.9 | 6.3 | 3.2e-10 | 0.71 | 0.98 | 0.02 | FALSE |
12 | GTEx | Artery Tibial | RP1-228P16.1 | 0.16 | 0.14 | lasso | 14 | 0.15 | 5.9e-12 | 6.9 | -6.4 | 1.6e-10 | -0.71 | 0.79 | 0.21 | FALSE |
13 | GTEx | Brain Caudate basal ganglia | ASB8 | 0.18 | 0.02 | lasso | 4 | 0.04 | 2.1e-02 | 7.1 | 5.8 | 8.2e-09 | 0.67 | 0.08 | 0.41 | FALSE |
14 | GTEx | Brain Caudate basal ganglia | RP1-228P16.1 | 0.14 | 0.12 | lasso | 4 | 0.11 | 5.7e-04 | 7.0 | -7.0 | 3.3e-12 | -0.72 | 0.06 | 0.78 | FALSE |
15 | GTEx | Brain Cerebellar Hemisphere | RP1-228P16.1 | 0.30 | 0.21 | lasso | 7 | 0.28 | 6.5e-08 | 6.8 | -6.9 | 4.2e-12 | -0.73 | 0.38 | 0.61 | FALSE |
16 | GTEx | Brain Cortex | TMEM106C | 0.21 | 0.04 | enet | 20 | 0.10 | 1.0e-03 | 6.8 | 6.4 | 2.1e-10 | 0.64 | 0.04 | 0.76 | FALSE |
17 | GTEx | Brain Cortex | ASB8 | 0.28 | 0.19 | lasso | 7 | 0.20 | 3.3e-06 | 7.1 | 7.6 | 2.7e-14 | 0.74 | 0.31 | 0.56 | FALSE |
18 | GTEx | Brain Frontal Cortex BA9 | TMEM106C | 0.35 | 0.01 | lasso | 8 | -0.01 | 6.8e-01 | -3.4 | 7.7 | 1.5e-14 | 0.72 | 0.03 | 0.76 | FALSE |
19 | GTEx | Brain Frontal Cortex BA9 | ASB8 | 0.24 | 0.16 | lasso | 6 | 0.07 | 7.1e-03 | 7.1 | 7.2 | 4.8e-13 | 0.69 | 0.17 | 0.55 | FALSE |
20 | GTEx | Brain Nucleus accumbens basal ganglia | ASB8 | 0.20 | 0.04 | lasso | 4 | 0.02 | 7.7e-02 | 6.5 | 7.0 | 3.1e-12 | 0.65 | 0.10 | 0.38 | FALSE |
21 | GTEx | Brain Putamen basal ganglia | RP1-228P16.1 | 0.21 | 0.24 | lasso | 6 | 0.24 | 2.1e-06 | 5.9 | -6.6 | 5.2e-11 | -0.65 | 0.17 | 0.70 | FALSE |
22 | GTEx | Breast Mammary Tissue | RP1-228P16.1 | 0.22 | 0.14 | lasso | 8 | 0.20 | 1.3e-10 | 4.3 | -5.3 | 1.2e-07 | -0.61 | 0.79 | 0.21 | FALSE |
23 | GTEx | Breast Mammary Tissue (Female) | RP1-228P16.1 | 0.07 | -0.01 | enet | 2 | -0.01 | 5.9e-01 | 6.8 | -6.4 | 1.9e-10 | -0.66 | 0.05 | 0.35 | FALSE |
24 | GTEx | Cells EBV-transformed lymphocytes | RP1-228P16.1 | 0.33 | 0.20 | lasso | 9 | 0.29 | 6.3e-10 | 6.5 | -7.5 | 5.4e-14 | -0.88 | 0.01 | 0.99 | FALSE |
25 | GTEx | Cells Transformed fibroblasts | RP1-228P16.1 | 0.09 | 0.03 | lasso | 3 | 0.04 | 8.1e-04 | 6.5 | -5.4 | 5.2e-08 | -0.63 | 0.26 | 0.64 | FALSE |
26 | GTEx | Colon Transverse | RP1-228P16.1 | 0.24 | 0.18 | lasso | 5 | 0.18 | 4.9e-09 | 7.0 | -6.7 | 1.7e-11 | -0.67 | 0.62 | 0.38 | FALSE |
27 | GTEx | Esophagus Gastroesophageal Junction | RP1-228P16.1 | 0.23 | 0.25 | enet | 17 | 0.23 | 6.8e-09 | 7.0 | -6.7 | 2.7e-11 | -0.73 | 0.41 | 0.58 | FALSE |
28 | GTEx | Esophagus Mucosa | ZNF641 | 0.08 | 0.00 | enet | 23 | 0.01 | 1.0e-01 | 5.9 | 6.9 | 4.6e-12 | 0.56 | 0.11 | 0.78 | FALSE |
29 | GTEx | Esophagus Mucosa | RP1-228P16.1 | 0.19 | 0.18 | lasso | 4 | 0.21 | 8.7e-14 | 7.0 | -6.8 | 1.1e-11 | -0.68 | 0.95 | 0.05 | FALSE |
30 | GTEx | Esophagus Muscularis | RP1-228P16.1 | 0.20 | 0.17 | enet | 14 | 0.17 | 1.2e-10 | 7.0 | -5.7 | 1.6e-08 | -0.67 | 0.29 | 0.71 | FALSE |
31 | GTEx | Heart Atrial Appendage | RP1-228P16.1 | 0.16 | 0.02 | enet | 14 | 0.02 | 3.2e-02 | 3.7 | -5.6 | 1.9e-08 | -0.64 | 0.13 | 0.58 | FALSE |
32 | GTEx | Heart Left Ventricle | RP1-228P16.1 | 0.26 | 0.14 | lasso | 16 | 0.17 | 1.9e-09 | 7.0 | -6.2 | 5.8e-10 | -0.83 | 0.03 | 0.97 | FALSE |
33 | GTEx | Liver | RP1-228P16.1 | 0.19 | 0.08 | lasso | 7 | 0.06 | 7.1e-03 | 6.0 | -6.7 | 1.7e-11 | -0.77 | 0.04 | 0.84 | FALSE |
34 | GTEx | Lung | ZNF641 | 0.08 | 0.10 | lasso | 2 | 0.08 | 8.0e-07 | 6.2 | 6.1 | 1.1e-09 | 0.69 | 0.96 | 0.03 | FALSE |
35 | GTEx | Lung | RP1-228P16.1 | 0.18 | 0.20 | enet | 21 | 0.21 | 7.0e-16 | 6.5 | -6.6 | 4.9e-11 | -0.71 | 0.91 | 0.09 | FALSE |
36 | GTEx | Muscle Skeletal | RP1-228P16.1 | 0.12 | 0.10 | lasso | 9 | 0.09 | 7.4e-09 | 7.0 | -7.0 | 1.9e-12 | -0.75 | 0.04 | 0.96 | FALSE |
37 | GTEx | Nerve Tibial | ZNF641 | 0.14 | 0.11 | lasso | 4 | 0.08 | 2.3e-06 | 5.9 | 5.9 | 4.4e-09 | 0.69 | 0.93 | 0.07 | FALSE |
38 | GTEx | Nerve Tibial | ASB8 | 0.09 | 0.08 | lasso | 4 | 0.07 | 1.8e-05 | 6.9 | 7.0 | 3.6e-12 | 0.73 | 0.17 | 0.80 | FALSE |
39 | GTEx | Nerve Tibial | RP1-228P16.1 | 0.18 | 0.21 | enet | 22 | 0.21 | 4.9e-15 | 6.8 | -6.5 | 8.1e-11 | -0.72 | 0.10 | 0.90 | FALSE |
40 | GTEx | Pancreas | RP1-228P16.1 | 0.12 | 0.05 | enet | 10 | 0.05 | 5.0e-03 | 3.9 | -5.8 | 8.7e-09 | -0.76 | 0.09 | 0.80 | FALSE |
41 | GTEx | Pituitary | RP1-228P16.1 | 0.20 | 0.15 | lasso | 6 | 0.16 | 1.1e-04 | 7.0 | -6.8 | 1.0e-11 | -0.73 | 0.18 | 0.59 | FALSE |
42 | GTEx | Skin Not Sun Exposed Suprapubic | ZNF641 | 0.15 | 0.11 | enet | 30 | 0.10 | 3.1e-06 | 5.9 | 6.5 | 8.0e-11 | 0.72 | 0.32 | 0.67 | FALSE |
43 | GTEx | Skin Not Sun Exposed Suprapubic | RP1-228P16.1 | 0.17 | 0.10 | enet | 23 | 0.16 | 4.1e-09 | 6.4 | -5.3 | 9.9e-08 | -0.71 | 0.06 | 0.94 | FALSE |
44 | GTEx | Skin Sun Exposed Lower leg | ZNF641 | 0.21 | 0.03 | enet | 17 | 0.08 | 6.5e-07 | -3.3 | 6.3 | 3.8e-10 | 0.57 | 0.48 | 0.51 | FALSE |
45 | GTEx | Skin Sun Exposed Lower leg | RP1-228P16.1 | 0.29 | 0.24 | enet | 28 | 0.26 | 2.0e-21 | 6.9 | -8.0 | 1.1e-15 | -0.76 | 0.13 | 0.87 | TRUE |
46 | GTEx | Spleen | ZNF641 | 0.42 | 0.21 | lasso | 11 | 0.28 | 5.4e-08 | -3.8 | 5.5 | 2.9e-08 | 0.57 | 0.21 | 0.71 | FALSE |
47 | GTEx | Spleen | RP1-228P16.1 | 0.35 | 0.23 | lasso | 7 | 0.19 | 1.6e-05 | 6.8 | -7.1 | 1.5e-12 | -0.76 | 0.03 | 0.96 | FALSE |
48 | GTEx | Stomach | RP1-228P16.1 | 0.12 | 0.03 | lasso | 7 | 0.05 | 1.9e-03 | 7.0 | -6.7 | 2.9e-11 | -0.76 | 0.03 | 0.96 | FALSE |
49 | GTEx | Testis | ASB8 | 0.17 | 0.15 | lasso | 3 | 0.13 | 1.8e-06 | 8.0 | 7.7 | 1.7e-14 | 0.84 | 0.01 | 0.98 | FALSE |
50 | GTEx | Testis | RP1-228P16.1 | 0.38 | 0.28 | lasso | 6 | 0.31 | 4.0e-14 | 6.8 | -5.6 | 1.6e-08 | -0.69 | 0.24 | 0.76 | FALSE |
51 | GTEx | Thyroid | ZNF641 | 0.16 | 0.06 | enet | 26 | 0.13 | 2.0e-10 | -3.5 | 6.5 | 5.8e-11 | 0.59 | 0.64 | 0.35 | FALSE |
52 | GTEx | Thyroid | RP1-228P16.1 | 0.30 | 0.30 | enet | 41 | 0.33 | 1.4e-25 | 6.9 | -5.3 | 1.2e-07 | -0.65 | 0.98 | 0.02 | FALSE |
53 | GTEx | Uterus | RP1-228P16.1 | 0.32 | 0.09 | lasso | 15 | 0.01 | 2.1e-01 | 6.5 | -6.6 | 3.5e-11 | -0.65 | 0.09 | 0.38 | FALSE |
54 | GTEx | Whole Blood | RP1-228P16.1 | 0.10 | 0.06 | enet | 20 | 0.09 | 4.7e-09 | 8.1 | -6.0 | 2.1e-09 | -0.78 | 0.01 | 0.99 | FALSE |
55 | METSIM | Adipose | ASB8 | 0.03 | 0.00 | bslmm | 526 | 0.01 | 3.8e-02 | 6.8 | 6.8 | 1.3e-11 | 0.70 | 0.04 | 0.80 | FALSE |
56 | METSIM | Adipose | ZNF641 | 0.07 | 0.03 | blup | 487 | 0.06 | 7.0e-09 | -3.4 | 6.0 | 1.6e-09 | 0.58 | 0.98 | 0.02 | FALSE |
57 | The Cancer Genome Atlas | Breast Invasive Carcinoma | SENP1 | 0.01 | 0.00 | blup | 87 | 0.01 | 1.8e-02 | -4.2 | -5.4 | 7.4e-08 | -0.63 | 0.04 | 0.34 | FALSE |
58 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | ASB8 | 0.04 | 0.03 | blup | 69 | 0.03 | 4.1e-04 | 6.4 | 7.4 | 1.8e-13 | 0.66 | 0.02 | 0.92 | FALSE |
59 | The Cancer Genome Atlas | Brain Lower Grade Glioma | ASB8 | 0.08 | 0.01 | blup | 69 | 0.04 | 3.9e-05 | 7.1 | 6.8 | 1.1e-11 | 0.56 | 0.02 | 0.97 | FALSE |
60 | The Cancer Genome Atlas | Ovarian Serous Cystadenocarcinoma | SENP1 | 0.09 | 0.02 | enet | 10 | 0.06 | 1.1e-04 | -4.2 | -5.6 | 2.3e-08 | -0.65 | 0.04 | 0.74 | FALSE |
61 | The Cancer Genome Atlas | Pheochromocytoma and Paraganglioma | TMEM106C | 0.27 | 0.10 | lasso | 3 | 0.09 | 1.7e-04 | -3.6 | 5.5 | 3.6e-08 | 0.39 | 0.08 | 0.51 | FALSE |
62 | The Cancer Genome Atlas | Thyroid Carcinoma | ASB8 | 0.04 | 0.03 | lasso | 3 | 0.03 | 2.3e-04 | 7.1 | 6.9 | 7.3e-12 | 0.68 | 0.01 | 0.98 | FALSE |