Best TWAS P=1.77e-21 · Best GWAS P=5.84e-19 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 | MAST2 | 0.09 | 0.09 | lasso | 4 | 0.08 | 2.6e-07 | -7.579 | -7.3 | 3.3e-13 | -0.45 | 0.98 | 0.01 | FALSE |
2 | GTEx | Adipose Subcutaneous | MUTYH | 0.04 | 0.00 | enet | 23 | 0.00 | 8.5e-01 | 4.069 | -6.6 | 4.5e-11 | -0.63 | 0.08 | 0.56 | FALSE |
3 | GTEx | Adipose Subcutaneous | CCDC17 | 0.07 | 0.03 | enet | 11 | 0.05 | 3.1e-05 | 8.209 | -7.4 | 1.7e-13 | -0.75 | 0.18 | 0.77 | TRUE |
4 | GTEx | Adipose Subcutaneous | GPBP1L1 | 0.05 | 0.05 | lasso | 4 | 0.05 | 8.7e-05 | -7.563 | -9.0 | 2.8e-19 | -0.77 | 0.20 | 0.77 | FALSE |
5 | GTEx | Adipose Subcutaneous | RP11-767N6.2 | 0.03 | 0.03 | enet | 6 | 0.04 | 3.0e-04 | 7.390 | 7.9 | 3.7e-15 | 0.77 | 0.10 | 0.73 | FALSE |
6 | GTEx | Adipose Visceral Omentum | PIK3R3 | 0.07 | 0.02 | lasso | 3 | 0.04 | 4.6e-03 | 8.423 | 8.4 | 3.0e-17 | 0.88 | 0.14 | 0.73 | TRUE |
7 | GTEx | Adipose Visceral Omentum | GPBP1L1 | 0.10 | 0.04 | lasso | 6 | 0.06 | 3.4e-04 | -7.697 | -9.1 | 6.1e-20 | -0.84 | 0.18 | 0.82 | TRUE |
8 | GTEx | Artery Aorta | MAST2 | 0.26 | 0.32 | lasso | 16 | 0.31 | 2.0e-17 | -7.697 | -7.8 | 8.6e-15 | -0.55 | 0.98 | 0.02 | FALSE |
9 | GTEx | Artery Aorta | TMEM69 | 0.09 | 0.02 | enet | 9 | 0.03 | 6.4e-03 | -8.090 | -5.8 | 5.6e-09 | -0.26 | 0.57 | 0.09 | FALSE |
10 | GTEx | Artery Coronary | MAST2 | 0.09 | 0.09 | lasso | 4 | 0.08 | 1.3e-03 | -7.773 | -7.0 | 3.6e-12 | -0.50 | 0.37 | 0.31 | FALSE |
11 | GTEx | Artery Tibial | MAST2 | 0.29 | 0.30 | lasso | 2 | 0.30 | 1.8e-23 | -7.563 | -7.6 | 3.9e-14 | -0.52 | 1.00 | 0.00 | FALSE |
12 | GTEx | Artery Tibial | GPBP1L1 | 0.04 | 0.04 | enet | 7 | 0.03 | 2.2e-03 | 7.190 | -8.8 | 2.0e-18 | -0.77 | 0.20 | 0.74 | FALSE |
13 | GTEx | Artery Tibial | RP11-767N6.2 | 0.04 | 0.02 | enet | 5 | 0.04 | 6.9e-04 | 0.628 | 5.7 | 1.1e-08 | 0.81 | 0.08 | 0.86 | FALSE |
14 | GTEx | Breast Mammary Tissue | GPBP1L1 | 0.06 | 0.02 | lasso | 5 | 0.00 | 2.4e-01 | 8.427 | -8.8 | 1.8e-18 | -0.91 | 0.10 | 0.64 | FALSE |
15 | GTEx | Cells Transformed fibroblasts | MAST2 | 0.25 | 0.33 | enet | 16 | 0.30 | 1.0e-22 | -7.563 | -7.9 | 2.4e-15 | -0.52 | 0.99 | 0.01 | FALSE |
16 | GTEx | Cells Transformed fibroblasts | MUTYH | 0.20 | 0.10 | enet | 22 | 0.11 | 8.3e-09 | 4.290 | -7.2 | 8.6e-13 | -0.56 | 0.87 | 0.13 | FALSE |
17 | GTEx | Cells Transformed fibroblasts | GPBP1L1 | 0.05 | 0.02 | enet | 21 | 0.02 | 1.1e-02 | -7.697 | -9.5 | 1.8e-21 | -0.71 | 0.17 | 0.69 | TRUE |
18 | GTEx | Cells Transformed fibroblasts | IPP | 0.04 | 0.08 | lasso | 1 | 0.08 | 2.3e-06 | 8.666 | -8.7 | 4.5e-18 | -0.99 | 0.04 | 0.95 | FALSE |
19 | GTEx | Colon Sigmoid | MAST2 | 0.18 | 0.10 | lasso | 4 | 0.13 | 2.5e-05 | -7.563 | -8.1 | 4.0e-16 | -0.61 | 0.62 | 0.33 | FALSE |
20 | GTEx | Colon Transverse | MAST2 | 0.18 | 0.09 | lasso | 7 | 0.07 | 4.5e-04 | -7.390 | -6.4 | 1.4e-10 | -0.43 | 0.76 | 0.02 | FALSE |
21 | GTEx | Colon Transverse | GPBP1L1 | 0.06 | 0.01 | lasso | 6 | 0.01 | 8.3e-02 | 8.742 | -8.6 | 8.2e-18 | -0.88 | 0.08 | 0.79 | TRUE |
22 | GTEx | Esophagus Mucosa | GPBP1L1 | 0.04 | 0.02 | lasso | 3 | 0.02 | 1.5e-02 | 8.752 | -9.3 | 1.4e-20 | -0.97 | 0.05 | 0.78 | FALSE |
23 | GTEx | Esophagus Muscularis | MAST2 | 0.17 | 0.13 | enet | 30 | 0.11 | 3.8e-07 | -7.731 | -5.9 | 3.7e-09 | -0.43 | 0.98 | 0.02 | FALSE |
24 | GTEx | Esophagus Muscularis | CCDC17 | 0.04 | 0.04 | lasso | 6 | 0.01 | 9.1e-02 | 8.666 | -8.6 | 9.1e-18 | -0.99 | 0.06 | 0.88 | FALSE |
25 | GTEx | Heart Atrial Appendage | MMACHC | 0.10 | 0.06 | enet | 11 | 0.10 | 3.3e-05 | 8.398 | 5.7 | 1.5e-08 | 0.84 | 0.22 | 0.68 | FALSE |
26 | GTEx | Heart Left Ventricle | MAST2 | 0.21 | 0.08 | lasso | 7 | 0.10 | 5.5e-06 | -8.083 | -5.3 | 1.3e-07 | -0.26 | 0.83 | 0.15 | FALSE |
27 | GTEx | Lung | MAST2 | 0.06 | 0.06 | lasso | 5 | 0.05 | 1.7e-04 | -7.563 | -7.4 | 1.4e-13 | -0.48 | 0.90 | 0.07 | FALSE |
28 | GTEx | Lung | GPBP1L1 | 0.04 | 0.02 | enet | 14 | 0.02 | 5.8e-03 | 8.810 | -9.4 | 4.9e-21 | -0.89 | 0.08 | 0.87 | FALSE |
29 | GTEx | Lung | RP11-767N6.2 | 0.04 | 0.02 | enet | 7 | 0.03 | 3.1e-03 | 8.349 | 6.7 | 1.6e-11 | 0.92 | 0.06 | 0.90 | FALSE |
30 | GTEx | Muscle Skeletal | MAST2 | 0.10 | 0.01 | enet | 14 | 0.03 | 4.0e-04 | -0.074 | 5.3 | 1.1e-07 | 0.46 | 0.23 | 0.17 | TRUE |
31 | GTEx | Muscle Skeletal | GPBP1L1 | 0.03 | 0.02 | enet | 19 | 0.03 | 7.2e-04 | 8.305 | -6.9 | 6.7e-12 | -0.85 | 0.09 | 0.85 | FALSE |
32 | GTEx | Muscle Skeletal | RP11-767N6.7 | 0.06 | 0.06 | lasso | 3 | 0.04 | 6.6e-05 | -7.890 | -7.9 | 2.1e-15 | -0.60 | 0.35 | 0.56 | FALSE |
33 | GTEx | Nerve Tibial | TESK2 | 0.07 | 0.00 | lasso | 13 | 0.00 | 3.5e-01 | 4.069 | 7.0 | 3.8e-12 | 0.52 | 0.20 | 0.45 | FALSE |
34 | GTEx | Nerve Tibial | MAST2 | 0.08 | 0.05 | lasso | 4 | 0.06 | 5.6e-05 | -7.563 | -5.3 | 1.0e-07 | -0.25 | 0.76 | 0.02 | FALSE |
35 | GTEx | Nerve Tibial | IPP | 0.07 | 0.04 | enet | 12 | 0.05 | 1.9e-04 | -8.050 | -8.0 | 1.7e-15 | -0.67 | 0.51 | 0.26 | FALSE |
36 | GTEx | Pancreas | TESK2 | 0.14 | 0.07 | lasso | 2 | 0.07 | 5.7e-04 | 4.539 | 5.1 | 2.9e-07 | 0.11 | 0.57 | 0.06 | FALSE |
37 | GTEx | Skin Not Sun Exposed Suprapubic | CCDC17 | 0.10 | 0.13 | lasso | 6 | 0.13 | 9.6e-08 | 8.895 | -8.6 | 6.7e-18 | -0.99 | 0.03 | 0.97 | FALSE |
38 | GTEx | Skin Not Sun Exposed Suprapubic | GPBP1L1 | 0.09 | 0.02 | enet | 11 | 0.02 | 3.5e-02 | 8.513 | -7.2 | 5.8e-13 | -0.94 | 0.09 | 0.89 | FALSE |
39 | GTEx | Skin Sun Exposed Lower leg | GPBP1L1 | 0.03 | 0.00 | lasso | 5 | 0.00 | 4.8e-01 | 5.522 | -9.3 | 9.7e-21 | -0.77 | 0.08 | 0.54 | FALSE |
40 | GTEx | Skin Sun Exposed Lower leg | RP11-767N6.2 | 0.05 | 0.01 | enet | 13 | 0.02 | 1.6e-02 | 8.349 | 6.5 | 1.1e-10 | 0.74 | 0.10 | 0.86 | FALSE |
41 | GTEx | Stomach | MUTYH | 0.08 | 0.02 | lasso | 4 | 0.02 | 4.1e-02 | 4.069 | -6.2 | 4.3e-10 | -0.73 | 0.08 | 0.55 | TRUE |
42 | GTEx | Stomach | RP11-767N6.7 | 0.08 | 0.03 | enet | 16 | 0.05 | 1.3e-03 | -7.776 | -8.7 | 4.4e-18 | -0.68 | 0.29 | 0.29 | TRUE |
43 | GTEx | Testis | PIK3R3 | 0.08 | 0.05 | enet | 7 | 0.06 | 1.5e-03 | 8.895 | -8.7 | 4.0e-18 | -0.99 | 0.06 | 0.89 | FALSE |
44 | GTEx | Testis | GPBP1L1 | 0.07 | 0.06 | enet | 7 | 0.03 | 1.7e-02 | -8.050 | -8.9 | 4.9e-19 | -0.73 | 0.11 | 0.73 | FALSE |
45 | GTEx | Testis | IPP | 0.05 | 0.06 | enet | 8 | 0.03 | 1.4e-02 | 8.686 | 8.2 | 2.6e-16 | 0.97 | 0.06 | 0.82 | FALSE |
46 | GTEx | Testis | RP11-767N6.2 | 0.05 | 0.00 | enet | 14 | 0.01 | 1.1e-01 | 8.686 | 6.6 | 4.9e-11 | 0.86 | 0.09 | 0.67 | FALSE |
47 | GTEx | Thyroid | MAST2 | 0.06 | 0.05 | lasso | 4 | 0.04 | 4.9e-04 | 8.415 | -8.9 | 4.1e-19 | -0.85 | 0.18 | 0.78 | FALSE |
48 | GTEx | Thyroid | CCDC17 | 0.05 | 0.08 | lasso | 2 | 0.08 | 1.1e-06 | 7.395 | -7.3 | 3.2e-13 | -0.69 | 0.28 | 0.62 | FALSE |
49 | GTEx | Thyroid | GPBP1L1 | 0.05 | 0.06 | enet | 6 | 0.07 | 7.9e-06 | 7.190 | -8.9 | 6.0e-19 | -0.85 | 0.14 | 0.86 | FALSE |
50 | GTEx | Thyroid | IPP | 0.08 | 0.07 | lasso | 3 | 0.08 | 7.1e-07 | -7.731 | -7.9 | 2.2e-15 | -0.57 | 0.96 | 0.04 | FALSE |
51 | GTEx | Uterus | MAST2 | 0.30 | 0.28 | lasso | 2 | 0.18 | 2.0e-04 | -7.563 | -7.4 | 9.9e-14 | -0.50 | 0.55 | 0.21 | FALSE |
52 | GTEx | Whole Blood | MAST2 | 0.03 | 0.02 | lasso | 3 | 0.02 | 2.9e-03 | 8.153 | -7.1 | 1.4e-12 | -0.89 | 0.14 | 0.71 | TRUE |
53 | METSIM | Adipose | CCDC17 | 0.03 | 0.02 | blup | 287 | 0.01 | 5.6e-03 | -7.752 | -8.7 | 2.4e-18 | -0.69 | 0.28 | 0.34 | FALSE |
54 | METSIM | Adipose | MAST2 | 0.06 | 0.06 | lasso | 6 | 0.05 | 1.3e-08 | -7.563 | -8.1 | 7.7e-16 | -0.60 | 0.96 | 0.04 | FALSE |
55 | NTR | Blood | PIK3R3 | 0.01 | 0.02 | lasso | 2 | 0.02 | 4.5e-06 | -7.686 | -7.7 | 1.4e-14 | -0.54 | 0.94 | 0.04 | FALSE |
56 | ROSMAP | Brain Pre-frontal Cortex | PIK3R3 | 0.05 | 0.02 | lasso | 4 | 0.03 | 4.4e-05 | 5.251 | -5.6 | 2.1e-08 | -0.23 | 0.59 | 0.04 | FALSE |
57 | ROSMAP | Brain Pre-frontal Cortex | MMACHC | 0.04 | 0.01 | blup | 274 | 0.02 | 1.4e-03 | -3.875 | 6.1 | 1.4e-09 | 0.52 | 0.64 | 0.10 | FALSE |
58 | ROSMAP | Brain Pre-frontal Cortex | MUTYH | 0.04 | 0.04 | blup | 282 | 0.03 | 3.7e-05 | 4.069 | 5.1 | 3.0e-07 | 0.57 | 0.82 | 0.10 | FALSE |
59 | ROSMAP | Brain Pre-frontal Cortex | IPP | 0.08 | 0.15 | lasso | 9 | 0.14 | 5.0e-18 | 8.531 | -8.8 | 8.5e-19 | -0.98 | 0.04 | 0.96 | FALSE |
60 | ROSMAP | Brain Pre-frontal Cortex | RPS15AP10 | 0.03 | 0.05 | blup | 283 | 0.04 | 8.0e-06 | 8.398 | 7.5 | 8.3e-14 | 0.95 | 0.07 | 0.93 | FALSE |
61 | YFS | Blood | CCDC17 | 0.04 | 0.02 | lasso | 8 | 0.02 | 6.8e-08 | 8.630 | -9.1 | 6.5e-20 | -0.95 | 0.04 | 0.96 | FALSE |
62 | YFS | Blood | IPP | 0.10 | 0.11 | lasso | 15 | 0.12 | 4.6e-36 | 8.297 | -7.9 | 2.1e-15 | -0.95 | 0.41 | 0.59 | FALSE |
63 | The Cancer Genome Atlas | Breast Invasive Carcinoma | GPBP1L1 | 0.01 | 0.02 | lasso | 2 | 0.02 | 1.2e-04 | 8.799 | -8.8 | 1.4e-18 | -0.99 | 0.02 | 0.96 | FALSE |
64 | The Cancer Genome Atlas | Breast Invasive Carcinoma | MMACHC | 0.01 | 0.00 | blup | 41 | 0.01 | 5.4e-03 | -3.913 | 5.5 | 4.5e-08 | 0.33 | 0.02 | 0.57 | FALSE |
65 | The Cancer Genome Atlas | Cervical Squamous Cell Carcinoma | GPBP1L1 | 0.05 | 0.05 | blup | 51 | 0.06 | 1.0e-03 | 8.531 | -7.8 | 4.4e-15 | -0.98 | 0.04 | 0.78 | FALSE |
66 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | GPBP1L1 | 0.03 | 0.04 | lasso | 1 | 0.03 | 8.0e-05 | 8.666 | -8.7 | 4.5e-18 | -0.99 | 0.05 | 0.93 | FALSE |
67 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | GPBP1L1 | 0.07 | 0.10 | lasso | 3 | 0.09 | 6.3e-06 | 8.799 | -8.8 | 1.4e-18 | -0.99 | 0.03 | 0.97 | FALSE |
68 | The Cancer Genome Atlas | Ovarian Serous Cystadenocarcinoma | RPS15AP10 | 0.04 | 0.02 | enet | 18 | 0.02 | 1.4e-02 | 8.424 | 5.3 | 9.8e-08 | 0.75 | 0.03 | 0.87 | FALSE |
69 | The Cancer Genome Atlas | Prostate Adenocarcinoma | GPBP1L1 | 0.04 | 0.04 | blup | 50 | 0.04 | 2.9e-05 | 8.752 | -9.0 | 1.5e-19 | -0.98 | 0.03 | 0.96 | FALSE |
70 | The Cancer Genome Atlas | Prostate Adenocarcinoma | MMACHC | 0.07 | 0.05 | enet | 12 | 0.09 | 3.1e-09 | -3.875 | 6.4 | 1.9e-10 | 0.47 | 0.50 | 0.50 | FALSE |
71 | The Cancer Genome Atlas | Stomach Adenocarcinoma | IPP | 0.04 | 0.04 | blup | 47 | 0.04 | 1.4e-03 | 8.427 | -9.0 | 2.2e-19 | -0.95 | 0.02 | 0.81 | FALSE |
72 | The Cancer Genome Atlas | Stomach Adenocarcinoma | TMEM69 | 0.10 | 0.05 | lasso | 2 | 0.04 | 5.9e-04 | -8.083 | -8.1 | 6.3e-16 | -0.59 | 0.12 | 0.54 | FALSE |
73 | The Cancer Genome Atlas | Thyroid Carcinoma | GPBP1L1 | 0.11 | 0.06 | lasso | 3 | 0.06 | 1.6e-06 | 8.752 | -9.3 | 2.1e-20 | -0.98 | 0.02 | 0.98 | FALSE |
74 | The Cancer Genome Atlas | Thyroid Carcinoma | MAST2 | 0.04 | 0.01 | blup | 97 | 0.02 | 1.8e-03 | 8.452 | -6.0 | 2.5e-09 | -0.74 | 0.03 | 0.74 | FALSE |
75 | The Cancer Genome Atlas | Thyroid Carcinoma | MMACHC | 0.09 | 0.05 | blup | 41 | 0.06 | 2.5e-06 | -5.822 | 5.2 | 1.7e-07 | 0.44 | 0.04 | 0.96 | FALSE |
76 | The Cancer Genome Atlas | Thyroid Carcinoma | PIK3R3 | 0.05 | 0.01 | blup | 64 | 0.04 | 4.4e-05 | 7.241 | -7.7 | 1.8e-14 | -0.76 | 0.02 | 0.92 | TRUE |