Best TWAS P=4.1e-29 · Best GWAS P=2.96e-36 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 | CommonMind | Brain Pre-frontal Cortex | TIMP4 | 0.11 | 0.05 | bslmm | 508 | 0.06 | 6.8e-08 | 5.37 | 6.8 | 1.4e-11 | 0.13 | 1.00 | 0.00 | FALSE |
2 | GTEx | Adipose Subcutaneous | MKRN2 | 0.13 | 0.04 | enet | 10 | 0.07 | 3.2e-06 | -6.87 | -6.2 | 7.1e-10 | -0.20 | 0.88 | 0.01 | FALSE |
3 | GTEx | Adipose Visceral Omentum | MKRN2 | 0.20 | 0.05 | enet | 11 | 0.09 | 1.7e-05 | -4.97 | -6.9 | 6.8e-12 | -0.18 | 0.87 | 0.01 | TRUE |
4 | GTEx | Artery Aorta | MKRN2 | 0.30 | 0.07 | enet | 15 | 0.15 | 1.2e-08 | -8.03 | -7.1 | 1.3e-12 | -0.21 | 0.98 | 0.00 | FALSE |
5 | GTEx | Artery Aorta | TSEN2 | 0.11 | 0.01 | enet | 22 | 0.02 | 1.7e-02 | 3.92 | 8.4 | 3.1e-17 | 0.14 | 0.40 | 0.05 | FALSE |
6 | GTEx | Artery Tibial | MKRN2 | 0.27 | 0.09 | enet | 20 | 0.25 | 3.1e-19 | -6.87 | -9.0 | 2.8e-19 | -0.26 | 1.00 | 0.00 | FALSE |
7 | GTEx | Artery Tibial | TSEN2 | 0.14 | 0.10 | lasso | 6 | 0.07 | 5.3e-06 | -7.48 | 7.8 | 8.8e-15 | 0.26 | 0.99 | 0.00 | FALSE |
8 | GTEx | Artery Tibial | TIMP4 | 0.20 | 0.24 | lasso | 2 | 0.24 | 1.7e-18 | 6.43 | 6.4 | 1.3e-10 | 0.11 | 1.00 | 0.00 | FALSE |
9 | GTEx | Artery Tibial | SYN2 | 0.30 | 0.32 | lasso | 2 | 0.31 | 1.0e-24 | 6.43 | 6.4 | 1.8e-10 | 0.11 | 1.00 | 0.00 | FALSE |
10 | GTEx | Brain Hypothalamus | TIMP4 | 0.24 | 0.10 | lasso | 4 | 0.11 | 1.7e-03 | 6.03 | 6.9 | 6.6e-12 | 0.20 | 0.19 | 0.46 | TRUE |
11 | GTEx | Breast Mammary Tissue | TIMP4 | 0.17 | 0.06 | lasso | 5 | 0.07 | 1.9e-04 | 5.35 | 5.3 | 8.9e-08 | 0.15 | 0.45 | 0.03 | TRUE |
12 | GTEx | Breast Mammary Tissue (Male) | TIMP4 | 0.11 | -0.01 | enet | 24 | -0.01 | 4.4e-01 | 5.35 | 5.6 | 2.3e-08 | 0.20 | 0.05 | 0.06 | FALSE |
13 | GTEx | Cells EBV-transformed lymphocytes | PPARG | 0.23 | 0.09 | lasso | 12 | 0.07 | 2.1e-03 | 5.09 | 6.2 | 5.8e-10 | 0.24 | 0.45 | 0.03 | FALSE |
14 | GTEx | Cells EBV-transformed lymphocytes | TSEN2 | 0.48 | 0.27 | lasso | 12 | 0.26 | 6.3e-09 | 3.92 | 5.7 | 1.5e-08 | 0.03 | 0.94 | 0.01 | FALSE |
15 | GTEx | Cells Transformed fibroblasts | MKRN2 | 0.18 | 0.16 | lasso | 6 | 0.16 | 8.8e-12 | -6.49 | -8.1 | 7.0e-16 | -0.15 | 1.00 | 0.00 | TRUE |
16 | GTEx | Cells Transformed fibroblasts | CAND2 | 0.34 | 0.08 | lasso | 14 | 0.13 | 8.1e-10 | -0.95 | -6.4 | 2.1e-10 | -0.31 | 0.94 | 0.00 | TRUE |
17 | GTEx | Cells Transformed fibroblasts | TSEN2 | 0.34 | 0.21 | lasso | 8 | 0.23 | 1.5e-17 | 3.92 | 5.5 | 3.3e-08 | 0.07 | 1.00 | 0.00 | FALSE |
18 | GTEx | Esophagus Gastroesophageal Junction | MKRN2 | 0.17 | 0.10 | enet | 13 | 0.07 | 1.9e-03 | -7.66 | -8.9 | 8.0e-19 | -0.17 | 0.29 | 0.04 | FALSE |
19 | GTEx | Esophagus Gastroesophageal Junction | SYN2 | 0.23 | 0.09 | lasso | 4 | 0.12 | 3.3e-05 | 4.61 | 5.7 | 1.3e-08 | 0.19 | 0.86 | 0.01 | FALSE |
20 | GTEx | Esophagus Mucosa | ATG7 | 0.12 | 0.04 | enet | 10 | 0.05 | 2.2e-04 | -3.16 | 6.4 | 2.1e-10 | -0.02 | 0.29 | 0.53 | FALSE |
21 | GTEx | Esophagus Muscularis | MKRN2 | 0.15 | 0.05 | lasso | 8 | 0.12 | 8.9e-08 | 6.85 | -6.3 | 3.2e-10 | -0.24 | 0.97 | 0.00 | TRUE |
22 | GTEx | Esophagus Muscularis | TSEN2 | 0.12 | 0.03 | enet | 36 | 0.05 | 5.6e-04 | -7.33 | 9.6 | 7.2e-22 | 0.35 | 0.11 | 0.10 | FALSE |
23 | GTEx | Heart Atrial Appendage | MKRN2 | 0.14 | 0.09 | lasso | 3 | 0.08 | 1.5e-04 | -6.54 | -7.3 | 3.8e-13 | -0.10 | 0.75 | 0.01 | FALSE |
24 | GTEx | Heart Left Ventricle | MKRN2 | 0.21 | 0.05 | enet | 15 | 0.14 | 1.1e-07 | -4.97 | -11.2 | 4.1e-29 | -0.27 | 0.94 | 0.01 | TRUE |
25 | GTEx | Heart Left Ventricle | SYN2 | 0.15 | 0.14 | lasso | 7 | 0.11 | 3.0e-06 | 0.71 | 5.1 | 3.1e-07 | 0.41 | 0.74 | 0.22 | FALSE |
26 | GTEx | Lung | MKRN2 | 0.11 | 0.06 | lasso | 7 | 0.06 | 1.7e-05 | -6.87 | -7.7 | 1.1e-14 | -0.17 | 0.86 | 0.00 | FALSE |
27 | GTEx | Lung | SYN2 | 0.19 | 0.12 | lasso | 6 | 0.12 | 2.1e-09 | 4.79 | 5.4 | 5.3e-08 | 0.17 | 1.00 | 0.00 | FALSE |
28 | GTEx | Muscle Skeletal | MKRN2 | 0.38 | 0.33 | enet | 14 | 0.39 | 1.7e-40 | -6.49 | -7.6 | 4.1e-14 | -0.18 | 1.00 | 0.00 | FALSE |
29 | GTEx | Muscle Skeletal | CAND2 | 0.34 | 0.29 | lasso | 5 | 0.31 | 1.0e-30 | 5.75 | -6.0 | 2.7e-09 | -0.12 | 1.00 | 0.00 | TRUE |
30 | GTEx | Nerve Tibial | CAND2 | 0.12 | 0.01 | enet | 8 | 0.03 | 4.9e-03 | 5.74 | 6.5 | 7.6e-11 | 0.13 | 0.29 | 0.10 | FALSE |
31 | GTEx | Nerve Tibial | SYN2 | 0.11 | 0.11 | lasso | 2 | 0.08 | 1.5e-06 | 5.56 | 6.0 | 2.0e-09 | 0.11 | 1.00 | 0.00 | FALSE |
32 | GTEx | Spleen | SYN2 | 0.34 | 0.20 | lasso | 3 | 0.21 | 5.4e-06 | 5.37 | 5.5 | 2.8e-08 | 0.10 | 0.24 | 0.21 | FALSE |
33 | GTEx | Testis | SYN2 | 0.26 | 0.16 | lasso | 7 | 0.17 | 4.2e-08 | 4.76 | 5.2 | 1.6e-07 | 0.13 | 0.94 | 0.02 | FALSE |
34 | GTEx | Thyroid | MKRN2 | 0.11 | 0.04 | enet | 14 | 0.05 | 6.3e-05 | -7.43 | -9.6 | 9.5e-22 | -0.26 | 0.77 | 0.13 | FALSE |
35 | GTEx | Thyroid | CAND2 | 0.23 | 0.07 | lasso | 4 | 0.09 | 1.2e-07 | 5.78 | 5.9 | 3.4e-09 | 0.09 | 1.00 | 0.00 | FALSE |
36 | GTEx | Thyroid | ATG7 | 0.11 | 0.02 | lasso | 3 | 0.02 | 1.1e-02 | -3.16 | 5.2 | 2.1e-07 | -0.05 | 0.09 | 0.59 | FALSE |
37 | METSIM | Adipose | TSEN2 | 0.06 | 0.02 | enet | 30 | 0.06 | 9.3e-10 | -7.74 | 11.0 | 3.6e-28 | 0.42 | 0.93 | 0.06 | FALSE |
38 | NTR | Blood | TSEN2 | 0.02 | 0.00 | bslmm | 481 | 0.01 | 1.4e-03 | -6.87 | 7.7 | 1.2e-14 | 0.14 | 0.30 | 0.01 | FALSE |
39 | ROSMAP | Brain Pre-frontal Cortex | MKRN2 | 0.16 | 0.05 | lasso | 10 | 0.08 | 1.8e-10 | -5.87 | -8.2 | 1.9e-16 | -0.31 | 1.00 | 0.00 | FALSE |
40 | ROSMAP | Brain Pre-frontal Cortex | VGLL4 | 0.05 | 0.03 | blup | 422 | 0.04 | 3.7e-06 | 5.44 | 5.9 | 3.3e-09 | -0.01 | 0.95 | 0.00 | TRUE |
41 | ROSMAP | Brain Pre-frontal Cortex | TIMP4 | 0.07 | 0.05 | lasso | 7 | 0.06 | 5.5e-08 | 4.65 | 6.5 | 6.0e-11 | 0.17 | 1.00 | 0.00 | FALSE |
42 | YFS | Blood | MKRN2 | 0.25 | 0.16 | enet | 16 | 0.18 | 7.2e-57 | -6.49 | -8.6 | 9.4e-18 | -0.26 | 1.00 | 0.00 | FALSE |
43 | YFS | Blood | RAF1 | 0.02 | 0.03 | lasso | 2 | 0.03 | 2.1e-10 | -7.44 | -7.7 | 1.3e-14 | -0.10 | 1.00 | 0.00 | FALSE |
44 | YFS | Blood | TSEN2 | 0.14 | 0.10 | enet | 34 | 0.14 | 2.7e-44 | 3.92 | 7.6 | 2.7e-14 | 0.07 | 1.00 | 0.00 | FALSE |
45 | The Cancer Genome Atlas | Cervical Squamous Cell Carcinoma | TSEN2 | 0.08 | 0.02 | blup | 78 | 0.05 | 2.3e-03 | 3.99 | 7.2 | 8.9e-13 | 0.17 | 0.04 | 0.05 | FALSE |
46 | The Cancer Genome Atlas | Colon Adenocarcinoma | MKRN2 | 0.10 | 0.07 | lasso | 1 | 0.06 | 1.9e-04 | -6.87 | -6.9 | 6.2e-12 | -0.15 | 0.05 | 0.31 | FALSE |
47 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | MKRN2 | 0.07 | 0.04 | lasso | 2 | 0.03 | 3.4e-04 | -6.87 | -6.9 | 6.8e-12 | -0.14 | 0.08 | 0.63 | FALSE |
48 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | RAF1 | 0.03 | 0.02 | blup | 59 | 0.02 | 1.6e-03 | -5.68 | 6.8 | 8.4e-12 | 0.33 | 0.21 | 0.28 | FALSE |
49 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | MKRN2 | 0.14 | 0.09 | lasso | 4 | 0.14 | 1.9e-15 | -6.87 | -6.2 | 5.1e-10 | -0.19 | 0.13 | 0.87 | FALSE |
50 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | SYN2 | 0.06 | 0.09 | lasso | 1 | 0.09 | 4.8e-10 | 5.57 | 5.6 | 2.6e-08 | 0.10 | 1.00 | 0.00 | FALSE |
51 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | MKRN2 | 0.18 | 0.20 | blup | 48 | 0.19 | 7.5e-11 | -2.13 | -5.7 | 1.5e-08 | -0.19 | 0.85 | 0.15 | FALSE |
52 | The Cancer Genome Atlas | Brain Lower Grade Glioma | TIMP4 | 0.04 | 0.01 | enet | 4 | 0.03 | 2.2e-04 | 5.40 | 6.4 | 1.4e-10 | 0.15 | 0.12 | 0.08 | FALSE |
53 | The Cancer Genome Atlas | Liver Hepatocellular Carcinoma | MKRN2 | 0.18 | 0.03 | enet | 9 | 0.05 | 1.8e-03 | -6.87 | -6.0 | 1.7e-09 | -0.17 | 0.02 | 0.60 | FALSE |
54 | The Cancer Genome Atlas | Lung Adenocarcinoma | MKRN2 | 0.17 | 0.10 | lasso | 3 | 0.09 | 3.6e-10 | -6.87 | -6.9 | 6.3e-12 | -0.19 | 0.96 | 0.04 | FALSE |
55 | The Cancer Genome Atlas | Ovarian Serous Cystadenocarcinoma | TSEN2 | 0.06 | 0.00 | enet | 18 | 0.03 | 6.2e-03 | -7.48 | 5.5 | 5.1e-08 | 0.18 | 0.03 | 0.05 | FALSE |
56 | The Cancer Genome Atlas | Pancreatic Adenocarcinoma | CAND2 | 0.10 | 0.00 | blup | 65 | 0.01 | 1.8e-01 | -0.97 | -5.4 | 6.7e-08 | -0.17 | 0.03 | 0.21 | FALSE |
57 | The Cancer Genome Atlas | Pancreatic Adenocarcinoma | MKRN2 | 0.20 | 0.13 | lasso | 3 | 0.12 | 8.8e-06 | -6.87 | -7.9 | 2.4e-15 | -0.24 | 0.03 | 0.84 | FALSE |
58 | The Cancer Genome Atlas | Prostate Adenocarcinoma | MKRN2 | 0.04 | 0.01 | blup | 51 | 0.02 | 5.3e-03 | -6.87 | -6.2 | 7.5e-10 | -0.23 | 0.06 | 0.46 | FALSE |
59 | The Cancer Genome Atlas | Prostate Adenocarcinoma | SYN2 | 0.11 | 0.12 | lasso | 6 | 0.11 | 1.0e-11 | 4.66 | 5.2 | 2.3e-07 | 0.15 | 1.00 | 0.00 | FALSE |
60 | The Cancer Genome Atlas | Testicular Germ Cell Tumors | ATG7 | 0.42 | 0.08 | lasso | 4 | 0.05 | 6.0e-03 | -6.49 | -6.7 | 2.8e-11 | 0.00 | 0.00 | 0.82 | TRUE |
61 | The Cancer Genome Atlas | Testicular Germ Cell Tumors | RAF1 | 0.31 | 0.16 | lasso | 4 | 0.16 | 3.8e-06 | 7.01 | 7.0 | 1.9e-12 | 0.29 | 0.48 | 0.14 | FALSE |
62 | The Cancer Genome Atlas | Thyroid Carcinoma | MKRN2 | 0.22 | 0.14 | lasso | 4 | 0.14 | 1.5e-13 | -6.87 | -8.0 | 1.5e-15 | -0.18 | 0.96 | 0.04 | FALSE |
63 | The Cancer Genome Atlas | Thyroid Carcinoma | RAF1 | 0.08 | 0.05 | blup | 59 | 0.07 | 9.6e-08 | -8.03 | 5.9 | 4.8e-09 | 0.27 | 0.01 | 0.99 | FALSE |