Best TWAS P=9.63e-18 · Best GWAS P=1.42e-16 conditioned to 0.32
# | 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 | KCNN4 | 0.22 | 0.21 | bslmm | 438 | 0.20 | 5.3e-24 | 5.3 | -5.4 | 7.8e-08 | 0.76 | 1.00 | 0.00 | FALSE |
2 | CommonMind | Brain Pre-frontal Cortex | LYPD5 | 0.38 | 0.44 | lasso | 9 | 0.45 | 4.3e-60 | 5.3 | -5.9 | 3.1e-09 | 0.78 | 1.00 | 0.00 | FALSE |
3 | CommonMind | Brain Pre-frontal Cortex | ZNF404 | 0.18 | 0.23 | lasso | 3 | 0.23 | 3.8e-27 | -7.6 | -7.7 | 1.3e-14 | 0.66 | 0.46 | 0.54 | FALSE |
4 | GTEx | Adipose Subcutaneous | ZNF404 | 0.16 | 0.13 | enet | 8 | 0.13 | 8.3e-11 | -7.6 | -7.9 | 2.4e-15 | 0.67 | 0.43 | 0.57 | FALSE |
5 | GTEx | Adipose Visceral Omentum | ZNF404 | 0.19 | 0.14 | lasso | 6 | 0.13 | 4.4e-07 | -7.6 | -7.7 | 1.5e-14 | 0.63 | 0.38 | 0.59 | FALSE |
6 | GTEx | Adrenal Gland | RP11-15A1.3 | 0.11 | 0.00 | lasso | 11 | 0.00 | 5.1e-01 | -7.6 | -6.7 | 2.3e-11 | 0.51 | 0.11 | 0.20 | FALSE |
7 | GTEx | Artery Aorta | ZNF404 | 0.15 | 0.10 | lasso | 8 | 0.08 | 5.2e-05 | -7.5 | -7.6 | 2.4e-14 | 0.67 | 0.30 | 0.68 | FALSE |
8 | GTEx | Artery Coronary | ZNF404 | 0.24 | 0.18 | lasso | 6 | 0.13 | 4.7e-05 | -7.6 | -7.4 | 1.0e-13 | 0.64 | 0.15 | 0.67 | FALSE |
9 | GTEx | Artery Tibial | ZNF404 | 0.22 | 0.22 | lasso | 6 | 0.21 | 1.9e-16 | -7.6 | -7.7 | 9.7e-15 | 0.66 | 0.41 | 0.59 | FALSE |
10 | GTEx | Brain Caudate basal ganglia | ZNF404 | 0.25 | 0.19 | enet | 24 | 0.14 | 8.5e-05 | -6.8 | -6.7 | 1.9e-11 | 0.61 | 0.44 | 0.34 | FALSE |
11 | GTEx | Brain Hypothalamus | KCNN4 | 0.26 | 0.10 | lasso | 4 | 0.14 | 3.2e-04 | 5.3 | -6.4 | 1.2e-10 | 0.88 | 0.02 | 0.92 | FALSE |
12 | GTEx | Brain Nucleus accumbens basal ganglia | ZNF404 | 0.22 | -0.01 | enet | 15 | 0.00 | 4.2e-01 | -7.5 | -5.2 | 2.2e-07 | 0.56 | 0.06 | 0.34 | FALSE |
13 | GTEx | Brain Putamen basal ganglia | ZNF404 | 0.33 | 0.29 | enet | 12 | 0.25 | 1.0e-06 | -7.5 | -6.9 | 6.1e-12 | 0.62 | 0.28 | 0.70 | FALSE |
14 | GTEx | Breast Mammary Tissue | ZNF404 | 0.09 | 0.04 | enet | 5 | 0.06 | 3.4e-04 | -7.6 | -7.7 | 1.2e-14 | 0.67 | 0.27 | 0.58 | FALSE |
15 | GTEx | Breast Mammary Tissue (Male) | ZNF404 | 0.31 | 0.09 | lasso | 3 | 0.06 | 1.6e-02 | -7.5 | -7.3 | 2.6e-13 | 0.63 | 0.11 | 0.24 | FALSE |
16 | GTEx | Breast Mammary Tissue (Male) | ZNF155 | 0.39 | 0.22 | lasso | 8 | 0.11 | 1.3e-03 | -5.0 | -5.7 | 9.7e-09 | 0.60 | 0.04 | 0.71 | FALSE |
17 | GTEx | Breast Mammary Tissue (Male) | RP11-15A1.7 | 0.29 | 0.17 | lasso | 6 | 0.14 | 4.8e-04 | -5.0 | -6.8 | 1.2e-11 | 0.64 | 0.03 | 0.82 | FALSE |
18 | GTEx | Cells EBV-transformed lymphocytes | RP11-15A1.3 | 0.25 | 0.13 | lasso | 6 | 0.14 | 2.9e-05 | -7.6 | -7.1 | 9.1e-13 | 0.76 | 0.06 | 0.91 | FALSE |
19 | GTEx | Colon Transverse | ZNF404 | 0.10 | 0.15 | lasso | 3 | 0.13 | 1.0e-06 | -7.6 | -7.6 | 3.1e-14 | 0.65 | 0.31 | 0.65 | FALSE |
20 | GTEx | Esophagus Gastroesophageal Junction | ZNF404 | 0.23 | 0.08 | enet | 21 | 0.13 | 2.1e-05 | -7.5 | -7.0 | 3.0e-12 | 0.57 | 0.16 | 0.59 | FALSE |
21 | GTEx | Esophagus Mucosa | ZNF404 | 0.10 | 0.13 | lasso | 3 | 0.13 | 8.9e-09 | -7.6 | -7.6 | 3.1e-14 | 0.65 | 0.41 | 0.59 | FALSE |
22 | GTEx | Esophagus Muscularis | ZNF404 | 0.08 | 0.09 | lasso | 3 | 0.11 | 5.0e-07 | -7.6 | -7.6 | 3.1e-14 | 0.65 | 0.43 | 0.55 | FALSE |
23 | GTEx | Esophagus Muscularis | RP11-15A1.3 | 0.11 | 0.03 | lasso | 5 | 0.05 | 4.1e-04 | -7.6 | -7.2 | 7.6e-13 | 0.62 | 0.23 | 0.74 | FALSE |
24 | GTEx | Heart Atrial Appendage | ZNF404 | 0.16 | 0.13 | enet | 10 | 0.13 | 2.0e-06 | -7.5 | -7.8 | 8.6e-15 | 0.68 | 0.22 | 0.77 | FALSE |
25 | GTEx | Heart Atrial Appendage | PINLYP | 0.22 | 0.00 | enet | 43 | 0.06 | 7.3e-04 | 4.3 | 8.1 | 6.1e-16 | -0.39 | 0.07 | 0.41 | TRUE |
26 | GTEx | Heart Left Ventricle | ZNF404 | 0.18 | 0.13 | enet | 28 | 0.12 | 5.8e-07 | -5.0 | -5.9 | 3.9e-09 | 0.43 | 0.58 | 0.38 | FALSE |
27 | GTEx | Lung | ZNF404 | 0.11 | 0.14 | lasso | 8 | 0.14 | 1.2e-10 | -7.6 | -7.8 | 5.5e-15 | 0.69 | 0.35 | 0.65 | FALSE |
28 | GTEx | Muscle Skeletal | ZNF404 | 0.11 | 0.10 | enet | 11 | 0.10 | 3.4e-10 | -7.6 | -7.8 | 4.1e-15 | 0.63 | 0.44 | 0.56 | FALSE |
29 | GTEx | Nerve Tibial | KCNN4 | 0.17 | 0.00 | enet | 19 | 0.02 | 1.0e-02 | -8.2 | -5.3 | 9.7e-08 | 0.56 | 0.01 | 0.94 | FALSE |
30 | GTEx | Nerve Tibial | ZNF404 | 0.29 | 0.25 | enet | 33 | 0.27 | 4.3e-19 | -7.6 | -8.3 | 9.1e-17 | 0.57 | 0.41 | 0.59 | FALSE |
31 | GTEx | Pancreas | ZNF404 | 0.14 | 0.13 | enet | 13 | 0.10 | 6.0e-05 | -7.6 | -5.5 | 4.6e-08 | 0.43 | 0.28 | 0.48 | FALSE |
32 | GTEx | Pituitary | ZNF404 | 0.28 | 0.00 | enet | 29 | -0.01 | 4.7e-01 | -1.6 | -5.2 | 1.6e-07 | 0.51 | 0.07 | 0.10 | FALSE |
33 | GTEx | Skin Sun Exposed Lower leg | ZNF404 | 0.19 | 0.09 | enet | 15 | 0.12 | 6.0e-10 | -7.6 | -8.2 | 3.4e-16 | 0.68 | 0.46 | 0.54 | FALSE |
34 | GTEx | Skin Sun Exposed Lower leg | RP11-15A1.3 | 0.07 | 0.03 | lasso | 4 | 0.02 | 8.0e-03 | -7.6 | -7.9 | 3.3e-15 | 0.69 | 0.30 | 0.46 | FALSE |
35 | GTEx | Stomach | ZNF404 | 0.17 | 0.11 | enet | 12 | 0.10 | 2.0e-05 | -7.6 | -7.7 | 1.1e-14 | 0.67 | 0.48 | 0.41 | FALSE |
36 | GTEx | Stomach | RP11-15A1.3 | 0.10 | 0.07 | lasso | 3 | 0.02 | 4.0e-02 | -7.6 | -7.6 | 3.1e-14 | 0.65 | 0.19 | 0.59 | FALSE |
37 | GTEx | Thyroid | ZNF404 | 0.16 | 0.08 | enet | 7 | 0.08 | 1.2e-06 | -7.6 | -7.8 | 5.3e-15 | 0.61 | 0.44 | 0.56 | FALSE |
38 | GTEx | Thyroid | RP11-15A1.3 | 0.08 | 0.01 | lasso | 5 | 0.02 | 8.0e-03 | -7.6 | -7.6 | 3.4e-14 | 0.54 | 0.11 | 0.76 | FALSE |
39 | GTEx | Whole Blood | KCNN4 | 0.16 | 0.12 | lasso | 6 | 0.11 | 3.2e-10 | -8.2 | -8.3 | 1.3e-16 | 0.85 | 0.00 | 1.00 | FALSE |
40 | NTR | Blood | KCNN4 | 0.06 | 0.07 | lasso | 11 | 0.07 | 5.4e-22 | -8.2 | -8.4 | 3.5e-17 | 0.86 | 0.01 | 0.99 | FALSE |
41 | YFS | Blood | KCNN4 | 0.25 | 0.22 | enet | 55 | 0.26 | 7.1e-85 | -8.2 | -7.5 | 6.0e-14 | 0.76 | 0.00 | 1.00 | FALSE |
42 | YFS | Blood | ZNF404 | 0.01 | 0.01 | lasso | 2 | 0.01 | 1.4e-03 | -7.6 | -7.5 | 9.5e-14 | 0.67 | 0.27 | 0.66 | FALSE |
43 | The Cancer Genome Atlas | Breast Invasive Carcinoma | ZNF404 | 0.04 | 0.03 | blup | 44 | 0.03 | 1.5e-07 | -7.6 | -7.5 | 6.8e-14 | 0.65 | 0.02 | 0.98 | FALSE |
44 | The Cancer Genome Atlas | Glioblastoma Multiforme | ZNF404 | 0.10 | 0.07 | enet | 5 | 0.08 | 1.5e-03 | -7.5 | -7.6 | 2.7e-14 | 0.59 | 0.02 | 0.88 | FALSE |
45 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | ZNF404 | 0.04 | 0.05 | enet | 14 | 0.05 | 6.3e-06 | -7.6 | -6.7 | 2.4e-11 | 0.63 | 0.02 | 0.98 | FALSE |
46 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | KCNN4 | 0.03 | 0.02 | blup | 58 | 0.01 | 9.0e-03 | -8.2 | -8.6 | 9.6e-18 | 0.88 | 0.00 | 0.95 | TRUE |
47 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | ZNF283 | 0.02 | 0.01 | blup | 62 | 0.02 | 6.0e-03 | -7.6 | -8.1 | 6.6e-16 | 0.75 | 0.04 | 0.62 | FALSE |
48 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | ZNF404 | 0.09 | 0.17 | enet | 13 | 0.17 | 9.8e-19 | -7.6 | -7.7 | 1.5e-14 | 0.66 | 0.02 | 0.98 | FALSE |
49 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | ZNF404 | 0.05 | 0.01 | blup | 44 | 0.03 | 4.5e-03 | -7.6 | -7.2 | 4.3e-13 | 0.64 | 0.02 | 0.86 | FALSE |
50 | The Cancer Genome Atlas | Brain Lower Grade Glioma | KCNN4 | 0.06 | 0.06 | lasso | 2 | 0.04 | 1.1e-05 | 5.3 | -5.3 | 1.1e-07 | 0.77 | 0.47 | 0.52 | FALSE |
51 | The Cancer Genome Atlas | Brain Lower Grade Glioma | ZNF404 | 0.06 | 0.09 | lasso | 2 | 0.09 | 2.5e-10 | -7.6 | -7.6 | 2.3e-14 | 0.65 | 0.02 | 0.98 | FALSE |
52 | The Cancer Genome Atlas | Lung Adenocarcinoma | ZNF404 | 0.02 | 0.03 | lasso | 1 | 0.03 | 1.4e-04 | -7.5 | -7.5 | 5.9e-14 | 0.64 | 0.02 | 0.91 | FALSE |
53 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | ZNF404 | 0.04 | 0.00 | lasso | 4 | 0.00 | 2.8e-01 | -3.9 | -6.4 | 1.9e-10 | 0.53 | 0.02 | 0.57 | FALSE |
54 | The Cancer Genome Atlas | Ovarian Serous Cystadenocarcinoma | ZNF404 | 0.03 | 0.01 | enet | 4 | 0.02 | 2.0e-02 | -7.6 | -6.8 | 7.2e-12 | 0.65 | 0.02 | 0.70 | FALSE |
55 | The Cancer Genome Atlas | Pancreatic Adenocarcinoma | ZNF404 | 0.06 | 0.07 | enet | 5 | 0.04 | 9.1e-03 | -7.5 | -7.6 | 4.1e-14 | 0.63 | 0.02 | 0.88 | FALSE |
56 | The Cancer Genome Atlas | Pheochromocytoma and Paraganglioma | ZNF404 | 0.08 | 0.03 | enet | 7 | 0.01 | 1.4e-01 | -7.6 | -7.7 | 1.1e-14 | 0.66 | 0.02 | 0.82 | FALSE |
57 | The Cancer Genome Atlas | Prostate Adenocarcinoma | ZNF404 | 0.07 | 0.13 | enet | 9 | 0.12 | 1.6e-12 | -7.6 | -7.4 | 1.5e-13 | 0.67 | 0.02 | 0.98 | FALSE |
58 | The Cancer Genome Atlas | Soft Tissue Sarcoma | ZNF404 | 0.08 | 0.01 | enet | 5 | 0.02 | 1.2e-02 | 1.9 | -5.5 | 4.5e-08 | 0.48 | 0.02 | 0.37 | FALSE |
59 | The Cancer Genome Atlas | Thyroid Carcinoma | LYPD5 | 0.08 | 0.13 | lasso | 4 | 0.12 | 6.3e-12 | 5.3 | -5.3 | 1.0e-07 | 0.76 | 0.97 | 0.03 | FALSE |
60 | The Cancer Genome Atlas | Thyroid Carcinoma | ZNF404 | 0.12 | 0.18 | lasso | 5 | 0.18 | 9.1e-18 | -7.6 | -7.6 | 2.1e-14 | 0.67 | 0.02 | 0.98 | FALSE |