Best TWAS P=2.12e-17 · Best GWAS P=1.9e-14 conditioned to NaN
# | 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 | FOXN2 | 0.09 | 0.03 | lasso | 3 | 0.01 | 5.6e-02 | -7.09 | -7.3 | 2.2e-13 | -0.48 | 0.17 | 0.30 | FALSE |
2 | GTEx | Adrenal Gland | FOXN2 | 0.24 | 0.11 | lasso | 6 | 0.16 | 2.8e-06 | 6.36 | -7.5 | 9.6e-14 | -0.68 | 0.18 | 0.78 | FALSE |
3 | GTEx | Artery Aorta | PPP1R21 | 0.19 | 0.06 | lasso | 4 | 0.07 | 6.3e-05 | 7.58 | 7.0 | 2.2e-12 | 0.84 | 0.01 | 0.99 | FALSE |
4 | GTEx | Artery Tibial | MSH6 | 0.09 | 0.04 | lasso | 2 | 0.03 | 4.1e-03 | -5.84 | -5.7 | 1.1e-08 | -0.15 | 0.11 | 0.81 | FALSE |
5 | GTEx | Artery Tibial | PPP1R21 | 0.09 | 0.01 | lasso | 4 | 0.00 | 1.6e-01 | -2.38 | 5.4 | 5.7e-08 | 0.69 | 0.04 | 0.81 | FALSE |
6 | GTEx | Artery Tibial | FOXN2 | 0.05 | 0.03 | enet | 8 | 0.03 | 1.1e-03 | -5.09 | -5.7 | 1.0e-08 | -0.25 | 0.20 | 0.11 | FALSE |
7 | GTEx | Brain Cortex | RP11-191L17.1 | 0.27 | 0.02 | lasso | 4 | 0.04 | 2.3e-02 | 6.66 | -7.9 | 2.8e-15 | -0.78 | 0.05 | 0.71 | FALSE |
8 | GTEx | Cells Transformed fibroblasts | PPP1R21 | 0.08 | 0.09 | lasso | 3 | 0.08 | 2.8e-06 | 7.65 | 7.5 | 6.0e-14 | 0.97 | 0.01 | 0.99 | FALSE |
9 | GTEx | Cells Transformed fibroblasts | FOXN2 | 0.18 | 0.15 | lasso | 4 | 0.14 | 7.3e-11 | -5.09 | -5.9 | 3.6e-09 | -0.31 | 1.00 | 0.00 | FALSE |
10 | GTEx | Esophagus Gastroesophageal Junction | STON1 | 0.41 | 0.42 | lasso | 2 | 0.41 | 2.7e-16 | 5.17 | 5.2 | 2.4e-07 | 0.43 | 1.00 | 0.00 | FALSE |
11 | GTEx | Esophagus Mucosa | PPP1R21 | 0.16 | 0.07 | enet | 22 | 0.03 | 4.2e-03 | 7.66 | 7.0 | 2.9e-12 | 0.78 | 0.01 | 0.99 | FALSE |
12 | GTEx | Esophagus Mucosa | STON1 | 0.09 | 0.14 | lasso | 1 | 0.13 | 6.9e-09 | 5.17 | 5.2 | 2.4e-07 | 0.43 | 0.99 | 0.00 | FALSE |
13 | GTEx | Esophagus Muscularis | MSH6 | 0.11 | 0.03 | enet | 18 | 0.06 | 2.4e-04 | -5.58 | -6.4 | 2.0e-10 | -0.34 | 0.11 | 0.43 | FALSE |
14 | GTEx | Esophagus Muscularis | FOXN2 | 0.31 | 0.24 | lasso | 5 | 0.23 | 3.0e-14 | -5.09 | -5.7 | 9.4e-09 | -0.30 | 1.00 | 0.00 | FALSE |
15 | GTEx | Lung | MSH6 | 0.16 | 0.02 | lasso | 4 | 0.04 | 2.4e-04 | -5.84 | -6.0 | 1.5e-09 | -0.37 | 0.11 | 0.84 | FALSE |
16 | GTEx | Lung | FOXN2 | 0.37 | 0.24 | lasso | 5 | 0.24 | 2.5e-18 | -5.09 | -5.2 | 2.3e-07 | -0.23 | 1.00 | 0.00 | FALSE |
17 | GTEx | Nerve Tibial | MSH6 | 0.13 | 0.03 | lasso | 5 | 0.05 | 1.0e-04 | -5.58 | -7.5 | 6.8e-14 | -0.27 | 0.16 | 0.74 | TRUE |
18 | GTEx | Nerve Tibial | FOXN2 | 0.46 | 0.38 | enet | 22 | 0.37 | 2.6e-27 | -5.09 | -5.8 | 8.9e-09 | -0.25 | 1.00 | 0.00 | FALSE |
19 | GTEx | Pancreas | FOXN2 | 0.23 | 0.12 | lasso | 2 | 0.07 | 6.7e-04 | -5.09 | -5.7 | 1.2e-08 | -0.29 | 0.16 | 0.38 | FALSE |
20 | GTEx | Pituitary | FOXN2 | 0.35 | 0.32 | lasso | 3 | 0.31 | 1.8e-08 | -5.09 | -5.9 | 3.8e-09 | -0.32 | 0.58 | 0.14 | FALSE |
21 | GTEx | Prostate | FOXN2 | 0.21 | 0.14 | lasso | 3 | 0.17 | 4.2e-05 | -5.09 | -5.4 | 8.2e-08 | -0.24 | 0.16 | 0.16 | FALSE |
22 | GTEx | Skin Not Sun Exposed Suprapubic | PPP1R21 | 0.21 | 0.03 | enet | 76 | 0.03 | 1.1e-02 | 7.59 | 5.2 | 1.8e-07 | 0.55 | 0.01 | 0.97 | FALSE |
23 | GTEx | Skin Sun Exposed Lower leg | MSH6 | 0.20 | 0.12 | lasso | 3 | 0.15 | 1.7e-12 | 4.36 | -6.2 | 7.6e-10 | -0.42 | 0.98 | 0.02 | FALSE |
24 | GTEx | Testis | MSH6 | 0.26 | 0.19 | lasso | 2 | 0.19 | 1.0e-08 | -5.84 | -5.8 | 5.5e-09 | -0.22 | 0.11 | 0.89 | FALSE |
25 | GTEx | Testis | PPP1R21 | 0.30 | 0.15 | enet | 45 | 0.18 | 2.7e-08 | 5.73 | 5.8 | 4.8e-09 | 0.47 | 0.20 | 0.80 | FALSE |
26 | GTEx | Testis | FOXN2 | 0.30 | 0.22 | lasso | 3 | 0.22 | 4.2e-10 | -5.09 | -6.0 | 1.6e-09 | -0.32 | 0.98 | 0.01 | TRUE |
27 | GTEx | Thyroid | MSH6 | 0.15 | 0.17 | enet | 12 | 0.16 | 3.5e-12 | -5.84 | -6.8 | 9.5e-12 | -0.29 | 0.11 | 0.89 | TRUE |
28 | GTEx | Thyroid | PPP1R21 | 0.46 | 0.38 | enet | 18 | 0.44 | 4.1e-37 | 7.37 | 6.5 | 7.4e-11 | 0.84 | 0.02 | 0.98 | FALSE |
29 | GTEx | Thyroid | FOXN2 | 0.27 | 0.21 | lasso | 5 | 0.19 | 2.2e-14 | -5.09 | -5.2 | 2.4e-07 | -0.22 | 1.00 | 0.00 | FALSE |
30 | ROSMAP | Brain Pre-frontal Cortex | PPP1R21 | 0.16 | 0.14 | lasso | 4 | 0.13 | 8.8e-17 | 5.98 | 6.2 | 5.3e-10 | 0.48 | 1.00 | 0.00 | FALSE |
31 | ROSMAP | Brain Pre-frontal Cortex | FOXN2 | 0.26 | 0.21 | lasso | 6 | 0.21 | 2.4e-26 | -5.09 | -5.9 | 4.7e-09 | -0.39 | 1.00 | 0.00 | FALSE |
32 | YFS | Blood | MSH6 | 0.10 | 0.04 | lasso | 7 | 0.08 | 2.0e-24 | -5.84 | -6.2 | 7.4e-10 | -0.37 | 0.11 | 0.89 | TRUE |
33 | The Cancer Genome Atlas | Bladder Urothelial Carcinoma | GTF2A1L | 0.35 | 0.19 | lasso | 1 | 0.18 | 2.1e-15 | 5.17 | -5.2 | 2.4e-07 | -0.43 | 0.02 | 0.98 | FALSE |
34 | The Cancer Genome Atlas | Bladder Urothelial Carcinoma | KLRAQ1 | 0.08 | 0.01 | enet | 14 | 0.03 | 9.2e-04 | 6.66 | 7.6 | 2.3e-14 | 0.65 | 0.01 | 0.71 | FALSE |
35 | The Cancer Genome Atlas | Breast Invasive Carcinoma | FOXN2 | 0.01 | 0.01 | blup | 51 | 0.01 | 7.4e-03 | 6.43 | -7.3 | 3.6e-13 | -0.88 | 0.01 | 0.92 | FALSE |
36 | The Cancer Genome Atlas | Breast Invasive Carcinoma | KLRAQ1 | 0.14 | 0.01 | enet | 14 | 0.04 | 6.3e-08 | 7.61 | 5.6 | 1.7e-08 | 0.51 | 0.01 | 0.99 | FALSE |
37 | The Cancer Genome Atlas | Breast Invasive Carcinoma | MSH6 | 0.05 | 0.03 | enet | 12 | 0.06 | 1.1e-11 | 4.33 | -7.0 | 1.9e-12 | -0.44 | 0.07 | 0.93 | TRUE |
38 | The Cancer Genome Atlas | Colon Adenocarcinoma | KLRAQ1 | 0.18 | 0.01 | enet | 11 | 0.10 | 1.4e-06 | 7.61 | 6.8 | 7.6e-12 | 0.57 | 0.01 | 0.79 | FALSE |
39 | The Cancer Genome Atlas | Glioblastoma Multiforme | KLRAQ1 | 0.15 | 0.01 | blup | 57 | 0.08 | 2.4e-03 | 7.53 | 6.3 | 2.5e-10 | 0.85 | 0.01 | 0.59 | FALSE |
40 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | KLRAQ1 | 0.15 | 0.08 | lasso | 7 | 0.13 | 3.6e-14 | 6.51 | 6.8 | 1.5e-11 | 0.76 | 0.25 | 0.75 | FALSE |
41 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | STON1-GTF2A1L | 0.16 | 0.15 | enet | 18 | 0.14 | 3.8e-15 | 5.17 | -5.2 | 2.0e-07 | -0.49 | 1.00 | 0.00 | FALSE |
42 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | KLRAQ1 | 0.04 | 0.00 | blup | 56 | 0.03 | 5.4e-04 | 0.93 | 6.0 | 2.1e-09 | 0.71 | 0.03 | 0.82 | FALSE |
43 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | MSH6 | 0.07 | 0.02 | blup | 26 | 0.06 | 6.2e-07 | -2.47 | -5.3 | 1.3e-07 | -0.20 | 0.00 | 0.98 | FALSE |
44 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | KLRAQ1 | 0.05 | 0.02 | blup | 50 | 0.04 | 2.6e-03 | -4.81 | 7.0 | 2.9e-12 | 0.76 | 0.02 | 0.81 | FALSE |
45 | The Cancer Genome Atlas | Brain Lower Grade Glioma | FOXN2 | 0.05 | 0.04 | blup | 52 | 0.03 | 4.0e-04 | 6.32 | -6.4 | 1.2e-10 | -0.63 | 0.36 | 0.17 | TRUE |
46 | The Cancer Genome Atlas | Brain Lower Grade Glioma | GTF2A1L | 0.32 | 0.27 | lasso | 2 | 0.27 | 7.1e-31 | 5.17 | -5.2 | 2.4e-07 | -0.43 | 0.02 | 0.98 | FALSE |
47 | The Cancer Genome Atlas | Brain Lower Grade Glioma | KLRAQ1 | 0.03 | 0.01 | blup | 49 | 0.02 | 4.7e-03 | 5.98 | 8.5 | 2.6e-17 | 0.66 | 0.03 | 0.66 | FALSE |
48 | The Cancer Genome Atlas | Brain Lower Grade Glioma | MSH6 | 0.03 | 0.01 | blup | 26 | 0.01 | 1.5e-02 | -5.88 | -5.6 | 2.0e-08 | -0.11 | 0.00 | 0.98 | FALSE |
49 | The Cancer Genome Atlas | Brain Lower Grade Glioma | STON1-GTF2A1L | 0.34 | 0.28 | lasso | 3 | 0.27 | 4.0e-31 | 5.17 | -5.2 | 2.5e-07 | -0.43 | 1.00 | 0.00 | FALSE |
50 | The Cancer Genome Atlas | Liver Hepatocellular Carcinoma | GTF2A1L | 0.26 | 0.18 | lasso | 1 | 0.14 | 3.5e-07 | 5.17 | -5.2 | 2.4e-07 | -0.43 | 0.02 | 0.98 | FALSE |
51 | The Cancer Genome Atlas | Lung Adenocarcinoma | GTF2A1L | 0.26 | 0.22 | lasso | 2 | 0.22 | 1.0e-24 | 5.17 | -5.2 | 2.5e-07 | -0.43 | 0.02 | 0.98 | FALSE |
52 | The Cancer Genome Atlas | Lung Adenocarcinoma | KLRAQ1 | 0.03 | 0.00 | blup | 50 | 0.01 | 9.5e-03 | 3.60 | 6.0 | 2.2e-09 | 0.77 | 0.02 | 0.73 | FALSE |
53 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | STON1-GTF2A1L | 0.22 | 0.20 | lasso | 1 | 0.20 | 2.2e-22 | 5.17 | -5.2 | 2.4e-07 | -0.43 | 1.00 | 0.00 | FALSE |
54 | The Cancer Genome Atlas | Ovarian Serous Cystadenocarcinoma | GTF2A1L | 0.21 | 0.20 | lasso | 1 | 0.20 | 3.2e-13 | 5.17 | -5.2 | 2.4e-07 | -0.43 | 0.02 | 0.98 | FALSE |
55 | The Cancer Genome Atlas | Ovarian Serous Cystadenocarcinoma | KLRAQ1 | 0.15 | 0.04 | lasso | 5 | 0.04 | 6.9e-04 | -4.72 | 5.5 | 3.9e-08 | 0.63 | 0.04 | 0.88 | FALSE |
56 | The Cancer Genome Atlas | Pancreatic Adenocarcinoma | FOXN2 | 0.08 | 0.02 | blup | 52 | 0.06 | 2.0e-03 | 6.50 | -7.5 | 4.3e-14 | -0.86 | 0.02 | 0.81 | FALSE |
57 | The Cancer Genome Atlas | Pancreatic Adenocarcinoma | GTF2A1L | 0.51 | 0.39 | lasso | 2 | 0.39 | 2.8e-17 | 5.17 | -5.1 | 2.7e-07 | -0.44 | 0.02 | 0.98 | FALSE |
58 | The Cancer Genome Atlas | Pancreatic Adenocarcinoma | STON1 | 0.15 | 0.03 | blup | 73 | 0.05 | 4.2e-03 | 5.67 | 6.7 | 2.0e-11 | 0.31 | 0.03 | 0.12 | TRUE |
59 | The Cancer Genome Atlas | Pheochromocytoma and Paraganglioma | KLRAQ1 | 0.11 | 0.00 | blup | 49 | 0.05 | 6.4e-03 | 5.91 | 7.6 | 3.1e-14 | 0.63 | 0.06 | 0.72 | FALSE |
60 | The Cancer Genome Atlas | Prostate Adenocarcinoma | KLRAQ1 | 0.35 | 0.06 | enet | 19 | 0.16 | 1.2e-16 | 7.37 | 8.5 | 2.1e-17 | 0.65 | 0.00 | 1.00 | TRUE |
61 | The Cancer Genome Atlas | Prostate Adenocarcinoma | MSH6 | 0.05 | 0.03 | blup | 26 | 0.02 | 7.6e-03 | -5.84 | -7.1 | 9.3e-13 | -0.35 | 0.00 | 0.98 | TRUE |
62 | The Cancer Genome Atlas | Prostate Adenocarcinoma | STON1-GTF2A1L | 0.44 | 0.38 | lasso | 1 | 0.38 | 1.1e-41 | 5.17 | -5.2 | 2.4e-07 | -0.43 | 1.00 | 0.00 | FALSE |
63 | The Cancer Genome Atlas | Rectum Adenocarcinoma | GTF2A1L | 0.43 | 0.44 | lasso | 2 | 0.42 | 6.0e-11 | 5.17 | -5.3 | 9.1e-08 | -0.44 | 0.02 | 0.98 | FALSE |
64 | The Cancer Genome Atlas | Stomach Adenocarcinoma | STON1-GTF2A1L | 0.14 | 0.14 | lasso | 1 | 0.14 | 4.5e-10 | 5.17 | -5.2 | 2.4e-07 | -0.43 | 1.00 | 0.00 | FALSE |
65 | The Cancer Genome Atlas | Thyroid Carcinoma | FOXN2 | 0.04 | 0.01 | blup | 52 | 0.02 | 2.1e-03 | 7.65 | -8.0 | 1.0e-15 | -0.87 | 0.01 | 0.96 | FALSE |
66 | The Cancer Genome Atlas | Thyroid Carcinoma | KLRAQ1 | 0.30 | 0.20 | blup | 63 | 0.20 | 3.8e-19 | 3.96 | 5.9 | 3.2e-09 | 0.73 | 0.14 | 0.86 | FALSE |
67 | The Cancer Genome Atlas | Thyroid Carcinoma | MSH6 | 0.11 | 0.06 | enet | 6 | 0.12 | 5.3e-12 | -5.84 | -6.9 | 5.7e-12 | -0.28 | 0.00 | 1.00 | TRUE |