Best TWAS P=4.16e-55 · Best GWAS P=1.14e-55 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 | IFITM2 | 0.07 | 0.01 | enet | 12 | 0.04 | 2.1e-05 | 13.89 | -10.9 | 1.5e-27 | -0.40 | 0.24 | 0.14 | TRUE |
2 | GTEx | Adipose Subcutaneous | IFITM2 | 0.16 | 0.14 | lasso | 5 | 0.16 | 1.1e-12 | 15.72 | -14.2 | 6.4e-46 | -0.95 | 0.00 | 1.00 | FALSE |
3 | GTEx | Adipose Subcutaneous | RP11-326C3.11 | 0.40 | 0.17 | lasso | 7 | 0.17 | 1.1e-13 | 11.37 | 12.5 | 7.7e-36 | 0.28 | 1.00 | 0.00 | FALSE |
4 | GTEx | Artery Aorta | RP11-326C3.12 | 0.34 | 0.12 | lasso | 7 | 0.15 | 1.1e-08 | -10.71 | -10.0 | 9.5e-24 | -0.28 | 0.92 | 0.04 | FALSE |
5 | GTEx | Artery Tibial | IFITM2 | 0.10 | 0.08 | enet | 42 | 0.05 | 8.5e-05 | 15.72 | -10.5 | 1.1e-25 | -0.65 | 0.00 | 1.00 | FALSE |
6 | GTEx | Artery Tibial | RP11-326C3.11 | 0.36 | 0.04 | lasso | 9 | 0.06 | 2.3e-05 | 11.37 | 12.1 | 1.3e-33 | 0.31 | 0.56 | 0.06 | FALSE |
7 | GTEx | Artery Tibial | RP11-326C3.12 | 0.30 | 0.06 | lasso | 7 | 0.04 | 3.2e-04 | -10.40 | -9.3 | 1.8e-20 | -0.26 | 0.84 | 0.01 | FALSE |
8 | GTEx | Brain Cortex | RP11-326C3.12 | 0.28 | 0.19 | lasso | 2 | 0.16 | 3.0e-05 | -12.56 | -12.4 | 3.2e-35 | -0.33 | 0.16 | 0.26 | FALSE |
9 | GTEx | Brain Hypothalamus | ATHL1 | 0.52 | 0.25 | enet | 20 | 0.32 | 3.7e-08 | -3.62 | -9.0 | 2.3e-19 | -0.30 | 0.12 | 0.12 | FALSE |
10 | GTEx | Brain Hypothalamus | RP11-326C3.12 | 0.39 | 0.26 | lasso | 4 | 0.26 | 7.7e-07 | -10.40 | -12.5 | 7.1e-36 | -0.35 | 0.22 | 0.46 | FALSE |
11 | GTEx | Cells EBV-transformed lymphocytes | IFITM2 | 0.23 | 0.22 | lasso | 3 | 0.20 | 4.5e-07 | -12.56 | -13.1 | 3.4e-39 | -0.44 | 0.07 | 0.81 | FALSE |
12 | GTEx | Cells EBV-transformed lymphocytes | RP11-326C3.7 | 0.34 | 0.08 | enet | 25 | 0.15 | 1.7e-05 | -12.56 | -6.3 | 2.5e-10 | -0.07 | 0.10 | 0.05 | FALSE |
13 | GTEx | Cells Transformed fibroblasts | IFITM2 | 0.24 | 0.04 | enet | 36 | 0.18 | 1.0e-13 | -12.56 | -11.1 | 1.5e-28 | -0.48 | 0.00 | 0.99 | FALSE |
14 | GTEx | Colon Sigmoid | RP11-326C3.12 | 0.31 | 0.04 | enet | 22 | 0.06 | 4.1e-03 | -12.56 | -9.1 | 1.2e-19 | -0.30 | 0.13 | 0.31 | FALSE |
15 | GTEx | Colon Transverse | RP11-326C3.11 | 0.20 | 0.04 | enet | 32 | 0.06 | 1.0e-03 | -10.40 | 5.3 | 1.5e-07 | 0.21 | 0.16 | 0.04 | FALSE |
16 | GTEx | Esophagus Mucosa | IFITM2 | 0.23 | 0.03 | enet | 28 | 0.13 | 2.9e-09 | 15.72 | -9.5 | 1.8e-21 | -0.59 | 0.00 | 1.00 | FALSE |
17 | GTEx | Esophagus Muscularis | BET1L | 0.15 | 0.07 | enet | 10 | 0.04 | 1.8e-03 | 3.98 | 6.7 | 2.5e-11 | 0.23 | 0.10 | 0.14 | FALSE |
18 | GTEx | Esophagus Muscularis | IFITM2 | 0.11 | 0.01 | enet | 29 | 0.04 | 1.4e-03 | 13.86 | -10.8 | 4.1e-27 | -0.61 | 0.00 | 0.95 | FALSE |
19 | GTEx | Esophagus Muscularis | RP11-326C3.12 | 0.29 | 0.24 | lasso | 4 | 0.24 | 1.3e-14 | -12.56 | -11.2 | 3.2e-29 | -0.30 | 1.00 | 0.00 | FALSE |
20 | GTEx | Heart Atrial Appendage | IFITM2 | 0.33 | 0.05 | lasso | 7 | 0.04 | 7.8e-03 | 15.72 | -15.3 | 3.8e-53 | -0.90 | 0.00 | 0.89 | TRUE |
21 | GTEx | Heart Left Ventricle | PTDSS2 | 0.18 | 0.02 | enet | 42 | 0.04 | 2.4e-03 | -2.79 | 5.3 | 1.4e-07 | 0.32 | 0.27 | 0.27 | FALSE |
22 | GTEx | Lung | RP11-326C3.11 | 0.22 | 0.00 | enet | 3 | 0.01 | 3.2e-02 | -10.40 | 11.3 | 2.1e-29 | 0.29 | 0.19 | 0.03 | FALSE |
23 | GTEx | Nerve Tibial | B4GALNT4 | 0.17 | 0.06 | enet | 43 | 0.11 | 1.9e-08 | -1.51 | 6.8 | 7.2e-12 | 0.22 | 0.52 | 0.07 | FALSE |
24 | GTEx | Nerve Tibial | IFITM2 | 0.20 | 0.07 | lasso | 4 | 0.10 | 8.5e-08 | 15.72 | -13.6 | 3.8e-42 | -0.92 | 0.00 | 1.00 | FALSE |
25 | GTEx | Nerve Tibial | RP11-326C3.12 | 0.25 | 0.15 | enet | 30 | 0.18 | 9.7e-13 | -0.35 | -7.5 | 5.1e-14 | -0.27 | 0.99 | 0.01 | FALSE |
26 | GTEx | Skin Not Sun Exposed Suprapubic | B4GALNT4 | 0.21 | 0.00 | lasso | 6 | 0.00 | 4.5e-01 | -1.06 | 7.5 | 5.5e-14 | 0.29 | 0.05 | 0.04 | FALSE |
27 | GTEx | Skin Not Sun Exposed Suprapubic | RP11-326C3.11 | 0.22 | 0.10 | enet | 13 | 0.11 | 2.1e-06 | 11.37 | 10.1 | 6.3e-24 | 0.26 | 0.44 | 0.04 | FALSE |
28 | GTEx | Skin Sun Exposed Lower leg | PHRF1 | 0.09 | 0.00 | enet | 21 | 0.03 | 1.7e-03 | -2.50 | 5.3 | 1.4e-07 | 0.16 | 0.18 | 0.04 | TRUE |
29 | GTEx | Skin Sun Exposed Lower leg | RP11-326C3.11 | 0.33 | 0.08 | lasso | 6 | 0.07 | 1.4e-06 | -10.40 | 12.2 | 2.9e-34 | 0.32 | 0.99 | 0.00 | FALSE |
30 | GTEx | Skin Sun Exposed Lower leg | RP11-326C3.12 | 0.09 | 0.02 | enet | 9 | 0.05 | 7.1e-05 | -12.56 | -9.8 | 1.4e-22 | -0.27 | 0.44 | 0.20 | FALSE |
31 | GTEx | Thyroid | IFITM2 | 0.16 | 0.09 | lasso | 3 | 0.07 | 4.0e-06 | 15.72 | -14.4 | 3.9e-47 | -0.96 | 0.00 | 1.00 | FALSE |
32 | GTEx | Whole Blood | IFITM3 | 0.09 | 0.02 | enet | 12 | 0.07 | 5.2e-07 | 15.72 | 15.6 | 4.2e-55 | 0.68 | 0.00 | 1.00 | TRUE |
33 | GTEx | Whole Blood | IFITM2 | 0.17 | 0.08 | lasso | 8 | 0.09 | 6.2e-09 | 15.72 | -13.9 | 5.8e-44 | -0.82 | 0.00 | 1.00 | FALSE |
34 | GTEx | Whole Blood | RP11-326C3.11 | 0.21 | 0.12 | lasso | 3 | 0.11 | 5.2e-10 | 11.37 | 10.7 | 1.2e-26 | 0.17 | 1.00 | 0.00 | TRUE |
35 | METSIM | Adipose | IFITM3 | 0.15 | 0.09 | lasso | 2 | 0.08 | 1.3e-12 | -12.56 | 12.7 | 3.4e-37 | 0.33 | 1.00 | 0.00 | FALSE |
36 | METSIM | Adipose | RP11-326C3.12 | 0.08 | 0.03 | enet | 21 | 0.05 | 1.3e-08 | -0.35 | -6.1 | 1.1e-09 | -0.21 | 0.99 | 0.00 | FALSE |
37 | METSIM | Adipose | RP11-326C3.13 | 0.03 | 0.04 | lasso | 3 | 0.05 | 1.6e-07 | -10.40 | -10.1 | 3.4e-24 | -0.30 | 0.85 | 0.00 | FALSE |
38 | NTR | Blood | IFITM3 | 0.19 | 0.10 | bslmm | 303 | 0.12 | 9.4e-38 | 13.86 | 12.9 | 4.1e-38 | 0.36 | 1.00 | 0.00 | FALSE |
39 | ROSMAP | Brain Pre-frontal Cortex | IFITM3 | 0.10 | 0.06 | lasso | 5 | 0.08 | 1.1e-10 | -12.56 | 12.2 | 3.2e-34 | 0.29 | 0.99 | 0.01 | FALSE |
40 | ROSMAP | Brain Pre-frontal Cortex | ATHL1 | 0.29 | 0.10 | enet | 21 | 0.14 | 5.0e-18 | 3.06 | -9.8 | 1.4e-22 | -0.45 | 1.00 | 0.00 | FALSE |
41 | ROSMAP | Brain Pre-frontal Cortex | RP11-326C3.7 | 0.07 | 0.06 | lasso | 2 | 0.04 | 2.9e-06 | 11.37 | -11.3 | 8.6e-30 | -0.20 | 0.98 | 0.00 | FALSE |
42 | YFS | Blood | IFITM3 | 0.70 | 0.26 | enet | 78 | 0.43 | 2.0e-158 | 13.86 | 11.4 | 4.7e-30 | 0.32 | 0.00 | 1.00 | FALSE |
43 | The Cancer Genome Atlas | Breast Invasive Carcinoma | IFITM3 | 0.10 | 0.10 | lasso | 3 | 0.11 | 1.6e-21 | -12.56 | 13.3 | 2.1e-40 | 0.30 | 1.00 | 0.00 | TRUE |
44 | The Cancer Genome Atlas | Colon Adenocarcinoma | IFITM3 | 0.10 | 0.03 | blup | 57 | 0.02 | 1.8e-02 | 6.16 | 10.2 | 2.0e-24 | 0.19 | 0.03 | 0.04 | FALSE |
45 | The Cancer Genome Atlas | Esophageal Carcinoma | IFITM3 | 0.15 | 0.07 | lasso | 4 | 0.09 | 1.0e-03 | -3.17 | 6.1 | 1.1e-09 | 0.20 | 0.07 | 0.08 | FALSE |
46 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | IFITM3 | 0.04 | 0.02 | blup | 57 | 0.02 | 4.7e-03 | -10.71 | 13.4 | 4.1e-41 | 0.50 | 0.01 | 0.59 | FALSE |
47 | The Cancer Genome Atlas | Brain Lower Grade Glioma | ATHL1 | 0.05 | 0.02 | blup | 79 | 0.02 | 1.3e-03 | 1.78 | -9.8 | 1.6e-22 | -0.31 | 0.04 | 0.15 | FALSE |
48 | The Cancer Genome Atlas | Brain Lower Grade Glioma | IFITM1 | 0.05 | 0.05 | lasso | 6 | 0.05 | 1.8e-06 | -10.71 | -12.8 | 1.3e-37 | -0.39 | 0.90 | 0.05 | FALSE |
49 | The Cancer Genome Atlas | Brain Lower Grade Glioma | IFITM3 | 0.06 | 0.01 | blup | 57 | 0.03 | 1.2e-04 | 11.37 | 11.6 | 5.6e-31 | 0.42 | 0.06 | 0.79 | FALSE |
50 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | ATHL1 | 0.08 | 0.00 | blup | 80 | 0.04 | 6.0e-05 | 8.72 | -8.5 | 2.7e-17 | -0.24 | 0.05 | 0.07 | FALSE |
51 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | IFITM3 | 0.04 | 0.01 | lasso | 4 | 0.01 | 1.2e-02 | 11.37 | 11.3 | 1.2e-29 | 0.33 | 0.02 | 0.30 | FALSE |
52 | The Cancer Genome Atlas | Prostate Adenocarcinoma | IFITM3 | 0.14 | 0.09 | enet | 21 | 0.12 | 1.7e-12 | 11.37 | 11.8 | 4.0e-32 | 0.33 | 1.00 | 0.00 | FALSE |
53 | The Cancer Genome Atlas | Thyroid Carcinoma | IFITM3 | 0.08 | 0.01 | enet | 16 | 0.03 | 3.8e-04 | 5.99 | 11.9 | 1.5e-32 | 0.54 | 0.01 | 0.78 | FALSE |