Best TWAS P=2.81e-25 · Best GWAS P=1.16e-21 conditioned to 1
# | 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 | FBXO28 | 0.03 | 0.01 | bslmm | 356 | 0.01 | 2.1e-02 | -6.1 | 6.5 | 5.8e-11 | 0.32 | 0.14 | 0.03 | FALSE |
2 | GTEx | Adipose Subcutaneous | FBXO28 | 0.13 | 0.09 | enet | 6 | 0.10 | 1.8e-08 | -6.1 | -5.2 | 1.9e-07 | -0.20 | 0.99 | 0.00 | FALSE |
3 | GTEx | Adipose Subcutaneous | CNIH4 | 0.24 | 0.16 | enet | 38 | 0.20 | 3.5e-16 | 9.4 | -10.4 | 2.8e-25 | -0.93 | 0.02 | 0.98 | TRUE |
4 | GTEx | Adipose Visceral Omentum | CNIH4 | 0.23 | 0.19 | enet | 34 | 0.22 | 1.7e-11 | 9.4 | -10.1 | 9.1e-24 | -0.90 | 0.02 | 0.98 | FALSE |
5 | GTEx | Adrenal Gland | CNIH4 | 0.21 | 0.05 | lasso | 6 | 0.13 | 2.5e-05 | 9.4 | -10.1 | 8.0e-24 | -0.93 | 0.02 | 0.97 | FALSE |
6 | GTEx | Artery Aorta | CNIH4 | 0.15 | 0.10 | lasso | 3 | 0.12 | 5.2e-07 | -3.9 | -7.9 | 2.3e-15 | -0.66 | 0.04 | 0.86 | FALSE |
7 | GTEx | Artery Tibial | CNIH4 | 0.15 | 0.14 | lasso | 4 | 0.16 | 1.1e-12 | 9.4 | -9.5 | 2.1e-21 | -1.00 | 0.02 | 0.98 | FALSE |
8 | GTEx | Breast Mammary Tissue | CNIH4 | 0.25 | 0.19 | lasso | 5 | 0.22 | 1.6e-11 | 9.6 | -9.7 | 2.1e-22 | -0.99 | 0.01 | 0.99 | FALSE |
9 | GTEx | Breast Mammary Tissue (Male) | CNIH4 | 0.26 | 0.16 | lasso | 4 | 0.11 | 2.0e-03 | 9.6 | -9.6 | 1.1e-21 | -1.00 | 0.02 | 0.92 | FALSE |
10 | GTEx | Breast Mammary Tissue (Female) | CNIH4 | 0.12 | 0.16 | lasso | 4 | 0.14 | 7.8e-05 | 9.5 | -9.5 | 1.7e-21 | -1.00 | 0.02 | 0.95 | FALSE |
11 | GTEx | Cells Transformed fibroblasts | CNIH4 | 0.14 | 0.07 | enet | 9 | 0.10 | 3.3e-08 | 9.4 | -10.0 | 1.1e-23 | -0.87 | 0.02 | 0.98 | FALSE |
12 | GTEx | Colon Transverse | CNIH4 | 0.28 | 0.20 | enet | 37 | 0.23 | 1.9e-11 | 9.4 | -10.1 | 5.8e-24 | -0.87 | 0.02 | 0.98 | FALSE |
13 | GTEx | Esophagus Gastroesophageal Junction | CNIH4 | 0.21 | 0.13 | lasso | 5 | 0.11 | 9.8e-05 | 9.5 | -9.8 | 1.8e-22 | -0.99 | 0.02 | 0.98 | FALSE |
14 | GTEx | Esophagus Mucosa | CNIH4 | 0.20 | 0.19 | lasso | 5 | 0.18 | 2.0e-12 | 9.5 | -9.6 | 5.4e-22 | -0.95 | 0.03 | 0.97 | FALSE |
15 | GTEx | Esophagus Muscularis | CNIH4 | 0.23 | 0.22 | lasso | 4 | 0.24 | 8.0e-15 | 9.4 | -9.5 | 1.4e-21 | -0.99 | 0.02 | 0.98 | FALSE |
16 | GTEx | Heart Atrial Appendage | CNIH4 | 0.20 | 0.11 | lasso | 6 | 0.07 | 3.3e-04 | 9.5 | -9.5 | 1.6e-21 | -1.00 | 0.02 | 0.97 | FALSE |
17 | GTEx | Heart Left Ventricle | CNIH4 | 0.11 | 0.09 | enet | 12 | 0.09 | 2.0e-05 | 9.4 | -9.5 | 2.7e-21 | -0.99 | 0.02 | 0.96 | FALSE |
18 | GTEx | Lung | CNIH4 | 0.25 | 0.20 | lasso | 15 | 0.25 | 1.9e-19 | 9.5 | -9.4 | 3.3e-21 | -0.95 | 0.02 | 0.98 | FALSE |
19 | GTEx | Muscle Skeletal | DEGS1 | 0.08 | 0.05 | lasso | 6 | 0.05 | 1.5e-05 | 3.4 | 5.6 | 2.7e-08 | 0.16 | 0.32 | 0.22 | TRUE |
20 | GTEx | Muscle Skeletal | CNIH4 | 0.13 | 0.16 | lasso | 7 | 0.16 | 4.5e-15 | 9.5 | -9.5 | 2.8e-21 | -0.99 | 0.03 | 0.97 | FALSE |
21 | GTEx | Nerve Tibial | FBXO28 | 0.10 | 0.05 | enet | 6 | 0.09 | 7.3e-07 | -6.6 | -5.3 | 1.3e-07 | -0.19 | 0.99 | 0.00 | FALSE |
22 | GTEx | Nerve Tibial | CNIH4 | 0.26 | 0.20 | lasso | 10 | 0.22 | 6.2e-16 | 9.5 | -9.6 | 1.2e-21 | -0.96 | 0.01 | 0.99 | FALSE |
23 | GTEx | Pancreas | CNIH4 | 0.21 | 0.07 | enet | 23 | 0.08 | 4.0e-04 | 9.3 | -9.3 | 8.4e-21 | -0.89 | 0.02 | 0.98 | TRUE |
24 | GTEx | Skin Not Sun Exposed Suprapubic | CNIH4 | 0.22 | 0.22 | lasso | 4 | 0.21 | 7.4e-12 | 9.4 | -9.5 | 3.2e-21 | -0.99 | 0.03 | 0.97 | FALSE |
25 | GTEx | Skin Sun Exposed Lower leg | CNIH4 | 0.28 | 0.26 | lasso | 8 | 0.26 | 8.6e-22 | 9.4 | -9.9 | 4.6e-23 | -0.98 | 0.02 | 0.98 | FALSE |
26 | GTEx | Skin Sun Exposed Lower leg | WDR26 | 0.08 | 0.00 | lasso | 2 | 0.01 | 5.1e-02 | -5.0 | -9.2 | 2.9e-20 | -0.78 | 0.03 | 0.78 | FALSE |
27 | GTEx | Stomach | CNIH4 | 0.15 | 0.07 | lasso | 4 | 0.08 | 7.3e-05 | 9.5 | -8.1 | 5.9e-16 | -0.92 | 0.03 | 0.94 | FALSE |
28 | GTEx | Thyroid | CNIH4 | 0.20 | 0.23 | lasso | 3 | 0.25 | 8.4e-19 | 9.4 | -9.5 | 2.6e-21 | -0.99 | 0.02 | 0.98 | FALSE |
29 | GTEx | Whole Blood | CNIH4 | 0.07 | 0.04 | lasso | 2 | 0.05 | 2.0e-05 | 9.4 | -9.4 | 3.9e-21 | -0.98 | 0.03 | 0.97 | FALSE |
30 | METSIM | Adipose | CNIH4 | 0.16 | 0.20 | lasso | 2 | 0.20 | 2.4e-29 | 9.4 | -9.4 | 4.1e-21 | -0.98 | 0.02 | 0.98 | TRUE |
31 | NTR | Blood | CNIH4 | 0.02 | 0.02 | lasso | 5 | 0.02 | 1.7e-06 | 9.4 | -9.8 | 8.5e-23 | -0.92 | 0.02 | 0.98 | FALSE |
32 | YFS | Blood | CNIH4 | 0.12 | 0.13 | bslmm | 358 | 0.13 | 5.1e-40 | 9.5 | -9.6 | 1.2e-21 | -0.96 | 0.02 | 0.98 | FALSE |
33 | YFS | Blood | FBXO28 | 0.26 | 0.37 | lasso | 6 | 0.37 | 1.4e-129 | -6.5 | -6.5 | 1.2e-10 | -0.21 | 1.00 | 0.00 | FALSE |
34 | The Cancer Genome Atlas | Breast Invasive Carcinoma | CNIH4 | 0.04 | 0.02 | blup | 33 | 0.03 | 1.1e-06 | 9.4 | -9.6 | 8.5e-22 | -0.85 | 0.02 | 0.98 | FALSE |
35 | The Cancer Genome Atlas | Colon Adenocarcinoma | DEGS1 | 0.11 | 0.02 | blup | 41 | 0.04 | 1.9e-03 | -4.1 | 5.6 | 2.1e-08 | 0.16 | 0.02 | 0.31 | TRUE |
36 | The Cancer Genome Atlas | Esophageal Carcinoma | CNIH4 | 0.10 | 0.07 | lasso | 7 | 0.06 | 7.3e-03 | 9.5 | -9.4 | 4.1e-21 | -1.00 | 0.01 | 0.74 | FALSE |
37 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | CNIH4 | 0.04 | 0.04 | blup | 33 | 0.04 | 2.3e-05 | 9.4 | -9.2 | 3.5e-20 | -0.91 | 0.02 | 0.97 | FALSE |
38 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | CNIH4 | 0.07 | 0.06 | enet | 29 | 0.07 | 3.1e-08 | 9.5 | -8.9 | 7.5e-19 | -0.87 | 0.01 | 0.99 | FALSE |
39 | The Cancer Genome Atlas | Brain Lower Grade Glioma | DEGS1 | 0.03 | 0.03 | enet | 5 | 0.03 | 2.9e-04 | -5.9 | 5.5 | 3.5e-08 | 0.16 | 0.06 | 0.31 | FALSE |
40 | The Cancer Genome Atlas | Liver Hepatocellular Carcinoma | CNIH4 | 0.15 | 0.08 | blup | 33 | 0.11 | 9.7e-06 | 9.5 | -6.7 | 2.2e-11 | -0.69 | 0.01 | 0.95 | FALSE |
41 | The Cancer Genome Atlas | Lung Adenocarcinoma | CNIH4 | 0.03 | 0.01 | blup | 33 | 0.01 | 6.1e-02 | 9.4 | -9.6 | 1.1e-21 | -0.97 | 0.02 | 0.96 | FALSE |
42 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | CNIH4 | 0.02 | 0.02 | lasso | 5 | 0.01 | 1.0e-02 | 9.5 | -9.5 | 1.8e-21 | -1.00 | 0.01 | 0.88 | FALSE |
43 | The Cancer Genome Atlas | Pancreatic Adenocarcinoma | CNIH4 | 0.19 | 0.22 | lasso | 15 | 0.20 | 7.3e-09 | 9.4 | -9.4 | 4.0e-21 | -0.98 | 0.01 | 0.99 | FALSE |
44 | The Cancer Genome Atlas | Prostate Adenocarcinoma | CNIH4 | 0.08 | 0.14 | enet | 13 | 0.15 | 2.4e-15 | 9.6 | -9.6 | 1.3e-21 | -1.00 | 0.01 | 0.99 | FALSE |
45 | The Cancer Genome Atlas | Prostate Adenocarcinoma | DEGS1 | 0.09 | 0.06 | lasso | 4 | 0.05 | 7.6e-06 | -5.8 | 6.0 | 2.1e-09 | 0.19 | 0.32 | 0.63 | FALSE |
46 | The Cancer Genome Atlas | Rectum Adenocarcinoma | CNIH4 | 0.25 | 0.00 | blup | 33 | 0.07 | 1.2e-02 | 9.4 | -5.5 | 3.1e-08 | -0.74 | 0.01 | 0.32 | FALSE |
47 | The Cancer Genome Atlas | Stomach Adenocarcinoma | CNIH4 | 0.07 | 0.05 | lasso | 10 | 0.04 | 7.1e-04 | 9.5 | -9.5 | 2.1e-21 | -0.99 | 0.02 | 0.98 | FALSE |
48 | The Cancer Genome Atlas | Thyroid Carcinoma | CNIH4 | 0.09 | 0.09 | enet | 10 | 0.09 | 3.7e-09 | 9.5 | -9.2 | 3.7e-20 | -0.90 | 0.01 | 0.99 | TRUE |