Best TWAS P=1.8e-25 · Best GWAS P=8.99e-19 conditioned to 0.0558
# | 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 | ADK | 0.03 | 0.03 | lasso | 3 | 0.04 | 2.6e-05 | 5.6 | 6.2 | 4.0e-10 | 0.06 | 0.79 | 0.01 | FALSE |
2 | CommonMind | Brain Pre-frontal Cortex | BMS1P4 | 0.17 | 0.20 | lasso | 1 | 0.19 | 1.2e-22 | 6.7 | -6.7 | 2.5e-11 | -0.44 | 1.00 | 0.00 | FALSE |
3 | CommonMind | Brain Pre-frontal Cortex | DNAJC9 | 0.01 | 0.02 | enet | 6 | 0.02 | 2.5e-03 | 4.5 | -6.1 | 1.1e-09 | -0.44 | 0.25 | 0.10 | FALSE |
4 | CommonMind | Brain Pre-frontal Cortex | FAM149B1 | 0.03 | 0.03 | blup | 222 | 0.03 | 4.0e-05 | 4.9 | 5.2 | 2.5e-07 | 0.46 | 0.93 | 0.03 | FALSE |
5 | CommonMind | Brain Pre-frontal Cortex | VCL | 0.07 | 0.05 | lasso | 4 | 0.06 | 6.0e-08 | -7.2 | -7.5 | 8.0e-14 | -0.10 | 1.00 | 0.00 | FALSE |
6 | GTEx | Adipose Subcutaneous | SEC24C | 0.04 | 0.02 | lasso | 2 | 0.00 | 1.3e-01 | 4.8 | 5.3 | 1.2e-07 | 0.32 | 0.26 | 0.07 | FALSE |
7 | GTEx | Adipose Subcutaneous | FUT11 | 0.08 | 0.09 | enet | 13 | 0.11 | 5.0e-09 | 6.9 | -8.2 | 2.4e-16 | -0.68 | 0.31 | 0.68 | FALSE |
8 | GTEx | Adipose Visceral Omentum | FUT11 | 0.11 | 0.06 | lasso | 6 | 0.11 | 1.9e-06 | 8.2 | -10.4 | 1.8e-25 | -0.72 | 0.09 | 0.71 | TRUE |
9 | GTEx | Adrenal Gland | AGAP5 | 0.22 | 0.05 | lasso | 4 | 0.04 | 1.8e-02 | 6.2 | 5.9 | 3.3e-09 | 0.32 | 0.10 | 0.06 | FALSE |
10 | GTEx | Artery Aorta | TTC18 | 0.15 | 0.12 | enet | 12 | 0.14 | 5.0e-08 | 4.7 | -6.0 | 1.7e-09 | -0.55 | 0.80 | 0.18 | FALSE |
11 | GTEx | Artery Aorta | FUT11 | 0.07 | 0.04 | enet | 16 | 0.04 | 2.9e-03 | 7.0 | -6.2 | 4.6e-10 | -0.28 | 0.41 | 0.10 | FALSE |
12 | GTEx | Brain Cerebellar Hemisphere | TTC18 | 0.13 | 0.10 | enet | 24 | 0.13 | 3.3e-04 | 4.5 | -5.4 | 5.5e-08 | -0.43 | 0.48 | 0.18 | FALSE |
13 | GTEx | Brain Cerebellar Hemisphere | RP11-464F9.22 | 0.22 | 0.04 | lasso | 4 | 0.07 | 7.3e-03 | 3.8 | -5.6 | 2.3e-08 | -0.17 | 0.06 | 0.05 | FALSE |
14 | GTEx | Breast Mammary Tissue | FUT11 | 0.07 | 0.08 | lasso | 5 | 0.03 | 1.1e-02 | 4.8 | -5.3 | 8.9e-08 | -0.36 | 0.14 | 0.18 | FALSE |
15 | GTEx | Cells Transformed fibroblasts | ECD | 0.15 | 0.03 | enet | 18 | 0.07 | 4.5e-06 | 4.5 | -5.2 | 2.0e-07 | -0.43 | 0.70 | 0.08 | FALSE |
16 | GTEx | Cells Transformed fibroblasts | FAM149B1 | 0.22 | 0.08 | lasso | 4 | 0.05 | 7.6e-05 | 5.0 | 5.4 | 7.4e-08 | 0.43 | 0.74 | 0.07 | FALSE |
17 | GTEx | Cells Transformed fibroblasts | FUT11 | 0.13 | 0.08 | lasso | 4 | 0.08 | 1.5e-06 | 6.9 | -8.0 | 9.7e-16 | -0.59 | 0.76 | 0.22 | FALSE |
18 | GTEx | Cells Transformed fibroblasts | DNAJC9-AS1 | 0.12 | 0.00 | enet | 10 | 0.05 | 7.5e-05 | 3.0 | 5.6 | 2.1e-08 | 0.50 | 0.07 | 0.32 | FALSE |
19 | GTEx | Colon Sigmoid | TTC18 | 0.09 | 0.06 | lasso | 14 | 0.07 | 1.6e-03 | 5.0 | -7.0 | 2.1e-12 | -0.66 | 0.20 | 0.66 | FALSE |
20 | GTEx | Colon Transverse | ADK | 0.25 | 0.14 | lasso | 9 | 0.12 | 1.6e-06 | 6.3 | 6.9 | 5.1e-12 | 0.08 | 0.99 | 0.00 | FALSE |
21 | GTEx | Esophagus Mucosa | TTC18 | 0.15 | 0.13 | enet | 10 | 0.14 | 2.1e-09 | 4.5 | -6.3 | 3.5e-10 | -0.56 | 0.99 | 0.01 | FALSE |
22 | GTEx | Esophagus Mucosa | SEC24C | 0.11 | 0.08 | lasso | 4 | 0.10 | 6.7e-07 | 6.7 | -7.3 | 2.6e-13 | -0.50 | 0.92 | 0.08 | FALSE |
23 | GTEx | Esophagus Mucosa | FUT11 | 0.15 | 0.21 | lasso | 5 | 0.21 | 2.5e-14 | 6.7 | -7.2 | 8.1e-13 | -0.51 | 1.00 | 0.00 | FALSE |
24 | GTEx | Heart Atrial Appendage | MYOZ1 | 0.43 | 0.25 | lasso | 11 | 0.38 | 5.4e-18 | 8.3 | 9.6 | 9.3e-22 | 0.84 | 0.04 | 0.96 | FALSE |
25 | GTEx | Heart Atrial Appendage | FUT11 | 0.13 | 0.02 | enet | 22 | 0.10 | 4.7e-05 | 7.9 | -8.9 | 3.6e-19 | -0.71 | 0.12 | 0.73 | FALSE |
26 | GTEx | Heart Left Ventricle | DUSP8P5 | 0.13 | 0.04 | lasso | 12 | 0.03 | 5.8e-03 | 6.7 | 8.0 | 1.4e-15 | 0.55 | 0.07 | 0.69 | FALSE |
27 | GTEx | Lung | ADK | 0.15 | 0.17 | lasso | 5 | 0.17 | 4.8e-13 | 5.5 | -5.2 | 2.5e-07 | -0.02 | 1.00 | 0.00 | FALSE |
28 | GTEx | Muscle Skeletal | FUT11 | 0.10 | 0.10 | enet | 16 | 0.11 | 8.5e-11 | 5.7 | -6.6 | 4.0e-11 | -0.45 | 1.00 | 0.00 | FALSE |
29 | GTEx | Nerve Tibial | AGAP5 | 0.08 | 0.01 | lasso | 8 | 0.02 | 2.0e-02 | 6.9 | 7.3 | 3.8e-13 | 0.40 | 0.53 | 0.11 | FALSE |
30 | GTEx | Nerve Tibial | AP3M1 | 0.06 | 0.02 | lasso | 2 | 0.02 | 2.6e-02 | 5.9 | 6.1 | 1.2e-09 | 0.04 | 0.20 | 0.04 | FALSE |
31 | GTEx | Nerve Tibial | FUT11 | 0.19 | 0.16 | enet | 28 | 0.18 | 1.0e-12 | 7.0 | -7.4 | 1.4e-13 | -0.61 | 0.96 | 0.04 | FALSE |
32 | GTEx | Pancreas | AGAP5 | 0.13 | 0.05 | lasso | 5 | 0.06 | 1.8e-03 | 5.5 | 9.0 | 2.8e-19 | 0.28 | 0.13 | 0.13 | FALSE |
33 | GTEx | Pituitary | RP11-178G16.5 | 0.13 | 0.10 | lasso | 2 | 0.02 | 1.1e-01 | 5.9 | -6.0 | 1.9e-09 | -0.05 | 0.08 | 0.13 | FALSE |
34 | GTEx | Skin Not Sun Exposed Suprapubic | AGAP5 | 0.11 | 0.07 | lasso | 5 | 0.07 | 1.8e-04 | 6.7 | 7.4 | 1.1e-13 | 0.49 | 0.43 | 0.11 | FALSE |
35 | GTEx | Skin Sun Exposed Lower leg | FUT11 | 0.06 | 0.03 | lasso | 4 | 0.04 | 1.7e-04 | 6.7 | -8.0 | 1.8e-15 | -0.69 | 0.16 | 0.71 | FALSE |
36 | GTEx | Skin Sun Exposed Lower leg | DNAJC9 | 0.05 | 0.00 | enet | 9 | 0.01 | 2.1e-02 | 4.6 | -6.0 | 1.7e-09 | -0.47 | 0.45 | 0.05 | FALSE |
37 | GTEx | Thyroid | ADK | 0.10 | 0.05 | lasso | 3 | 0.05 | 1.6e-04 | 5.5 | -5.5 | 4.8e-08 | -0.03 | 0.66 | 0.01 | FALSE |
38 | GTEx | Thyroid | FUT11 | 0.11 | 0.02 | lasso | 6 | 0.04 | 3.8e-04 | 5.3 | -6.4 | 1.5e-10 | -0.54 | 0.50 | 0.33 | FALSE |
39 | GTEx | Whole Blood | FUT11 | 0.05 | 0.01 | lasso | 5 | 0.01 | 6.3e-02 | 5.8 | -7.8 | 7.7e-15 | -0.61 | 0.14 | 0.46 | FALSE |
40 | ROSMAP | Brain Pre-frontal Cortex | MYOZ1 | 0.04 | 0.01 | blup | 235 | 0.02 | 2.6e-03 | 8.3 | -7.6 | 2.5e-14 | -0.70 | 0.07 | 0.81 | FALSE |
41 | ROSMAP | Brain Pre-frontal Cortex | MRPS16 | 0.06 | 0.03 | blup | 207 | 0.03 | 4.0e-05 | 8.4 | 7.0 | 3.7e-12 | 0.65 | 0.05 | 0.94 | FALSE |
42 | ROSMAP | Brain Pre-frontal Cortex | AP3M1 | 0.02 | 0.01 | blup | 231 | 0.02 | 1.3e-03 | -7.1 | 9.9 | 2.6e-23 | 0.36 | 0.08 | 0.24 | FALSE |
43 | ROSMAP | Brain Pre-frontal Cortex | FUT11 | 0.09 | 0.08 | lasso | 6 | 0.07 | 7.6e-10 | 6.9 | -7.5 | 5.3e-14 | -0.48 | 1.00 | 0.00 | FALSE |
44 | YFS | Blood | FUT11 | 0.02 | 0.00 | bslmm | 231 | 0.01 | 2.0e-03 | 1.4 | 5.2 | 1.8e-07 | 0.53 | 0.19 | 0.40 | FALSE |
45 | The Cancer Genome Atlas | Breast Invasive Carcinoma | BMS1P4 | 0.03 | 0.03 | lasso | 4 | 0.03 | 2.2e-06 | 6.7 | -7.4 | 1.3e-13 | -0.48 | 0.83 | 0.10 | FALSE |
46 | The Cancer Genome Atlas | Breast Invasive Carcinoma | C10orf55 | 0.01 | 0.01 | blup | 32 | 0.01 | 5.0e-03 | 4.7 | -5.7 | 1.3e-08 | -0.44 | 0.04 | 0.31 | FALSE |
47 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | SEC24C | 0.07 | 0.07 | blup | 29 | 0.07 | 9.4e-05 | 8.3 | -7.6 | 2.8e-14 | -0.85 | 0.01 | 0.96 | FALSE |
48 | The Cancer Genome Atlas | Brain Lower Grade Glioma | FUT11 | 0.05 | 0.04 | lasso | 2 | 0.04 | 3.3e-05 | 6.9 | -6.5 | 9.6e-11 | -0.38 | 0.45 | 0.09 | FALSE |
49 | The Cancer Genome Atlas | Lung Adenocarcinoma | ADK | 0.05 | 0.06 | enet | 16 | 0.07 | 7.3e-09 | 5.5 | -5.3 | 1.1e-07 | -0.03 | 0.84 | 0.16 | FALSE |
50 | The Cancer Genome Atlas | Lung Adenocarcinoma | BMS1P4 | 0.03 | 0.01 | blup | 23 | 0.01 | 1.1e-02 | 6.9 | -6.7 | 2.5e-11 | -0.39 | 0.02 | 0.11 | FALSE |
51 | The Cancer Genome Atlas | Lung Adenocarcinoma | FUT11 | 0.03 | 0.01 | blup | 27 | 0.01 | 2.8e-02 | 7.0 | -8.2 | 2.5e-16 | -0.65 | 0.02 | 0.32 | FALSE |
52 | The Cancer Genome Atlas | Lung Adenocarcinoma | SEC24C | 0.02 | 0.01 | enet | 4 | 0.01 | 8.5e-03 | 8.2 | -6.9 | 6.3e-12 | -0.82 | 0.01 | 0.80 | FALSE |
53 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | BMS1P4 | 0.02 | 0.01 | blup | 23 | 0.01 | 8.6e-03 | 6.7 | -9.0 | 2.4e-19 | -0.73 | 0.01 | 0.50 | FALSE |
54 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | SYNPO2L | 0.01 | 0.02 | enet | 4 | 0.02 | 4.3e-03 | 8.8 | -9.7 | 3.5e-22 | -0.91 | 0.00 | 0.76 | FALSE |
55 | The Cancer Genome Atlas | Pancreatic Adenocarcinoma | AP3M1 | 0.11 | 0.09 | lasso | 2 | 0.10 | 6.4e-05 | 5.6 | 5.7 | 1.3e-08 | 0.01 | 0.21 | 0.26 | FALSE |
56 | The Cancer Genome Atlas | Prostate Adenocarcinoma | NDST2 | 0.03 | 0.02 | blup | 37 | 0.02 | 3.3e-03 | 6.3 | 7.2 | 4.8e-13 | 0.82 | 0.01 | 0.96 | FALSE |
57 | The Cancer Genome Atlas | Thyroid Carcinoma | ADK | 0.10 | 0.16 | lasso | 6 | 0.15 | 3.7e-14 | 5.8 | -5.8 | 7.0e-09 | -0.01 | 0.80 | 0.20 | FALSE |
58 | The Cancer Genome Atlas | Thyroid Carcinoma | BMS1P4 | 0.07 | 0.08 | blup | 23 | 0.10 | 8.3e-10 | 6.7 | -8.9 | 6.0e-19 | -0.73 | 0.26 | 0.74 | FALSE |