Best TWAS P=4.03e-13 · Best GWAS P=1.65e-12 conditioned to 0.235
# | 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 | CYP4X1 | 0.04 | 0.00 | blup | 405 | 0.04 | 3.4e-05 | -4.1 | 5.2 | 2.6e-07 | -0.02 | 0.10 | 0.17 | FALSE |
2 | GTEx | Adipose Subcutaneous | MUTYH | 0.04 | 0.00 | enet | 23 | 0.00 | 8.5e-01 | 3.8 | -5.1 | 2.9e-07 | -0.63 | 0.08 | 0.57 | FALSE |
3 | GTEx | Adipose Subcutaneous | GPBP1L1 | 0.05 | 0.05 | lasso | 4 | 0.05 | 8.7e-05 | -5.1 | -6.6 | 5.3e-11 | -0.77 | 0.17 | 0.81 | FALSE |
4 | GTEx | Adipose Subcutaneous | RP11-767N6.2 | 0.03 | 0.03 | enet | 6 | 0.04 | 3.0e-04 | 4.4 | 5.8 | 8.3e-09 | 0.77 | 0.10 | 0.73 | FALSE |
5 | GTEx | Adipose Visceral Omentum | PIK3R3 | 0.07 | 0.02 | lasso | 3 | 0.04 | 4.6e-03 | 6.6 | 6.6 | 3.2e-11 | 0.88 | 0.14 | 0.73 | FALSE |
6 | GTEx | Adipose Visceral Omentum | GPBP1L1 | 0.10 | 0.04 | lasso | 6 | 0.06 | 3.4e-04 | -5.2 | -6.7 | 2.3e-11 | -0.84 | 0.17 | 0.83 | FALSE |
7 | GTEx | Adipose Visceral Omentum | CMPK1 | 0.11 | 0.12 | lasso | 2 | 0.10 | 4.6e-06 | 5.6 | 6.1 | 1.2e-09 | 0.01 | 0.02 | 0.98 | FALSE |
8 | GTEx | Artery Aorta | MAST2 | 0.26 | 0.32 | lasso | 16 | 0.31 | 2.0e-17 | -5.2 | -5.2 | 1.9e-07 | -0.55 | 1.00 | 0.00 | FALSE |
9 | GTEx | Artery Tibial | GPBP1L1 | 0.04 | 0.04 | enet | 7 | 0.03 | 2.2e-03 | 5.2 | -6.4 | 1.2e-10 | -0.77 | 0.20 | 0.75 | FALSE |
10 | GTEx | Artery Tibial | RP11-767N6.2 | 0.04 | 0.02 | enet | 5 | 0.04 | 6.9e-04 | 2.0 | 5.5 | 4.9e-08 | 0.81 | 0.08 | 0.86 | FALSE |
11 | GTEx | Breast Mammary Tissue | GPBP1L1 | 0.06 | 0.02 | lasso | 5 | 0.00 | 2.4e-01 | 6.6 | -6.8 | 1.2e-11 | -0.91 | 0.10 | 0.65 | FALSE |
12 | GTEx | Cells Transformed fibroblasts | MAST2 | 0.25 | 0.33 | enet | 16 | 0.30 | 1.0e-22 | -5.1 | -5.3 | 9.8e-08 | -0.52 | 1.00 | 0.00 | FALSE |
13 | GTEx | Cells Transformed fibroblasts | MUTYH | 0.20 | 0.10 | enet | 22 | 0.11 | 8.3e-09 | 4.3 | -6.5 | 1.0e-10 | -0.56 | 0.88 | 0.12 | FALSE |
14 | GTEx | Cells Transformed fibroblasts | GPBP1L1 | 0.05 | 0.02 | enet | 21 | 0.02 | 1.1e-02 | -5.2 | -6.3 | 3.0e-10 | -0.71 | 0.18 | 0.67 | FALSE |
15 | GTEx | Cells Transformed fibroblasts | IPP | 0.04 | 0.08 | lasso | 1 | 0.08 | 2.3e-06 | 7.0 | -7.0 | 2.5e-12 | -0.99 | 0.04 | 0.95 | FALSE |
16 | GTEx | Colon Sigmoid | MAST2 | 0.18 | 0.10 | lasso | 4 | 0.13 | 2.5e-05 | -5.1 | -5.5 | 2.9e-08 | -0.61 | 0.66 | 0.28 | FALSE |
17 | GTEx | Colon Transverse | GPBP1L1 | 0.06 | 0.01 | lasso | 6 | 0.01 | 8.3e-02 | 7.0 | -6.8 | 8.8e-12 | -0.88 | 0.08 | 0.78 | FALSE |
18 | GTEx | Esophagus Mucosa | GPBP1L1 | 0.04 | 0.02 | lasso | 3 | 0.02 | 1.5e-02 | 7.0 | -7.1 | 9.5e-13 | -0.97 | 0.06 | 0.77 | FALSE |
19 | GTEx | Esophagus Muscularis | CCDC17 | 0.04 | 0.04 | lasso | 6 | 0.01 | 9.1e-02 | 7.0 | -7.0 | 3.6e-12 | -0.99 | 0.05 | 0.90 | FALSE |
20 | GTEx | Heart Atrial Appendage | MMACHC | 0.10 | 0.06 | enet | 11 | 0.10 | 3.3e-05 | 6.5 | 5.2 | 1.5e-07 | 0.84 | 0.21 | 0.69 | FALSE |
21 | GTEx | Lung | GPBP1L1 | 0.04 | 0.02 | enet | 14 | 0.02 | 5.8e-03 | 7.1 | -7.2 | 4.1e-13 | -0.89 | 0.07 | 0.89 | TRUE |
22 | GTEx | Lung | RP11-767N6.2 | 0.04 | 0.02 | enet | 7 | 0.03 | 3.1e-03 | 6.6 | 5.7 | 1.5e-08 | 0.92 | 0.05 | 0.90 | FALSE |
23 | GTEx | Muscle Skeletal | GPBP1L1 | 0.03 | 0.02 | enet | 19 | 0.03 | 7.2e-04 | 6.6 | -6.0 | 2.1e-09 | -0.85 | 0.08 | 0.87 | FALSE |
24 | GTEx | Muscle Skeletal | RP11-767N6.7 | 0.06 | 0.06 | lasso | 3 | 0.04 | 6.6e-05 | -5.7 | -6.0 | 2.4e-09 | -0.60 | 0.32 | 0.60 | FALSE |
25 | GTEx | Nerve Tibial | TESK2 | 0.07 | 0.00 | lasso | 13 | 0.00 | 3.5e-01 | 3.8 | 5.3 | 8.8e-08 | 0.52 | 0.21 | 0.44 | FALSE |
26 | GTEx | Nerve Tibial | IPP | 0.07 | 0.04 | enet | 12 | 0.05 | 1.9e-04 | -5.8 | -5.5 | 3.2e-08 | -0.67 | 0.52 | 0.25 | FALSE |
27 | GTEx | Skin Not Sun Exposed Suprapubic | CCDC17 | 0.10 | 0.13 | lasso | 6 | 0.13 | 9.6e-08 | 7.1 | -7.1 | 1.2e-12 | -0.99 | 0.04 | 0.96 | FALSE |
28 | GTEx | Skin Not Sun Exposed Suprapubic | GPBP1L1 | 0.09 | 0.02 | enet | 11 | 0.02 | 3.5e-02 | 6.9 | -6.3 | 3.8e-10 | -0.94 | 0.06 | 0.93 | FALSE |
29 | GTEx | Skin Sun Exposed Lower leg | GPBP1L1 | 0.03 | 0.00 | lasso | 5 | 0.00 | 4.8e-01 | 4.2 | -7.1 | 1.2e-12 | -0.77 | 0.07 | 0.56 | FALSE |
30 | GTEx | Stomach | MUTYH | 0.08 | 0.02 | lasso | 4 | 0.02 | 4.1e-02 | 3.8 | -5.7 | 1.4e-08 | -0.73 | 0.07 | 0.58 | FALSE |
31 | GTEx | Stomach | RP11-767N6.7 | 0.08 | 0.03 | enet | 16 | 0.05 | 1.3e-03 | -5.2 | -6.4 | 1.7e-10 | -0.68 | 0.28 | 0.29 | FALSE |
32 | GTEx | Testis | PIK3R3 | 0.08 | 0.05 | enet | 7 | 0.06 | 1.5e-03 | 7.1 | -6.9 | 5.3e-12 | -0.99 | 0.07 | 0.87 | FALSE |
33 | GTEx | Testis | GPBP1L1 | 0.07 | 0.06 | enet | 7 | 0.03 | 1.7e-02 | -5.8 | -6.6 | 3.2e-11 | -0.73 | 0.12 | 0.72 | FALSE |
34 | GTEx | Testis | IPP | 0.05 | 0.06 | enet | 8 | 0.03 | 1.4e-02 | 7.0 | 6.8 | 7.9e-12 | 0.97 | 0.06 | 0.83 | FALSE |
35 | GTEx | Testis | RP11-767N6.2 | 0.05 | 0.00 | enet | 14 | 0.01 | 1.1e-01 | 7.0 | 5.8 | 6.1e-09 | 0.86 | 0.08 | 0.70 | FALSE |
36 | GTEx | Thyroid | MAST2 | 0.06 | 0.05 | lasso | 4 | 0.04 | 4.9e-04 | 6.7 | -6.8 | 1.1e-11 | -0.85 | 0.20 | 0.76 | FALSE |
37 | GTEx | Thyroid | CCDC17 | 0.05 | 0.08 | lasso | 2 | 0.08 | 1.1e-06 | 5.4 | -5.3 | 9.1e-08 | -0.69 | 0.29 | 0.61 | FALSE |
38 | GTEx | Thyroid | GPBP1L1 | 0.05 | 0.06 | enet | 6 | 0.07 | 7.9e-06 | 5.2 | -6.7 | 2.7e-11 | -0.85 | 0.14 | 0.86 | FALSE |
39 | GTEx | Thyroid | IPP | 0.08 | 0.07 | lasso | 3 | 0.08 | 7.1e-07 | -5.2 | -5.3 | 1.4e-07 | -0.57 | 0.97 | 0.02 | FALSE |
40 | GTEx | Whole Blood | MAST2 | 0.03 | 0.02 | lasso | 3 | 0.02 | 2.9e-03 | 6.5 | -5.8 | 9.1e-09 | -0.89 | 0.10 | 0.79 | FALSE |
41 | METSIM | Adipose | CCDC17 | 0.03 | 0.02 | blup | 287 | 0.01 | 5.6e-03 | -5.2 | -5.7 | 1.5e-08 | -0.69 | 0.30 | 0.30 | FALSE |
42 | METSIM | Adipose | MAST2 | 0.06 | 0.06 | lasso | 6 | 0.05 | 1.3e-08 | -5.1 | -5.5 | 3.2e-08 | -0.60 | 0.98 | 0.02 | FALSE |
43 | NTR | Blood | PIK3R3 | 0.01 | 0.02 | lasso | 2 | 0.02 | 4.5e-06 | -5.1 | -5.2 | 2.6e-07 | -0.54 | 0.96 | 0.02 | FALSE |
44 | ROSMAP | Brain Pre-frontal Cortex | MMACHC | 0.04 | 0.01 | blup | 274 | 0.02 | 1.4e-03 | -3.8 | 5.5 | 2.9e-08 | 0.52 | 0.65 | 0.09 | FALSE |
45 | ROSMAP | Brain Pre-frontal Cortex | IPP | 0.08 | 0.15 | lasso | 9 | 0.14 | 5.0e-18 | 6.9 | -6.9 | 5.4e-12 | -0.98 | 0.04 | 0.96 | FALSE |
46 | ROSMAP | Brain Pre-frontal Cortex | RPS15AP10 | 0.03 | 0.05 | blup | 283 | 0.04 | 8.0e-06 | 6.5 | 6.1 | 1.4e-09 | 0.95 | 0.06 | 0.94 | FALSE |
47 | YFS | Blood | CCDC17 | 0.04 | 0.02 | lasso | 8 | 0.02 | 6.8e-08 | 6.9 | -7.1 | 1.5e-12 | -0.95 | 0.05 | 0.95 | FALSE |
48 | YFS | Blood | IPP | 0.10 | 0.11 | lasso | 15 | 0.12 | 4.6e-36 | 6.6 | -6.4 | 1.7e-10 | -0.95 | 0.15 | 0.85 | FALSE |
49 | The Cancer Genome Atlas | Breast Invasive Carcinoma | CMPK1 | 0.02 | 0.01 | enet | 7 | 0.01 | 2.5e-03 | 5.4 | -5.8 | 8.4e-09 | -0.01 | 0.01 | 0.89 | FALSE |
50 | The Cancer Genome Atlas | Breast Invasive Carcinoma | GPBP1L1 | 0.01 | 0.02 | lasso | 2 | 0.02 | 1.2e-04 | 7.0 | -7.0 | 2.2e-12 | -0.99 | 0.03 | 0.94 | FALSE |
51 | The Cancer Genome Atlas | Cervical Squamous Cell Carcinoma | GPBP1L1 | 0.05 | 0.05 | blup | 51 | 0.06 | 1.0e-03 | 6.9 | -6.4 | 1.7e-10 | -0.98 | 0.03 | 0.81 | FALSE |
52 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | GPBP1L1 | 0.03 | 0.04 | lasso | 1 | 0.03 | 8.0e-05 | 7.0 | -7.0 | 2.5e-12 | -0.99 | 0.03 | 0.94 | FALSE |
53 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | GPBP1L1 | 0.07 | 0.10 | lasso | 3 | 0.09 | 6.3e-06 | 7.0 | -7.0 | 2.3e-12 | -0.99 | 0.03 | 0.96 | FALSE |
54 | The Cancer Genome Atlas | Liver Hepatocellular Carcinoma | MGC12982 | 0.07 | 0.02 | blup | 47 | 0.03 | 9.7e-03 | 5.9 | -7.2 | 5.0e-13 | -0.01 | 0.01 | 0.71 | TRUE |
55 | The Cancer Genome Atlas | Prostate Adenocarcinoma | GPBP1L1 | 0.04 | 0.04 | blup | 50 | 0.04 | 2.9e-05 | 7.0 | -7.1 | 9.5e-13 | -0.98 | 0.03 | 0.96 | FALSE |
56 | The Cancer Genome Atlas | Prostate Adenocarcinoma | MMACHC | 0.07 | 0.05 | enet | 12 | 0.09 | 3.1e-09 | -3.8 | 5.3 | 9.1e-08 | 0.47 | 0.37 | 0.62 | FALSE |
57 | The Cancer Genome Atlas | Stomach Adenocarcinoma | IPP | 0.04 | 0.04 | blup | 47 | 0.04 | 1.4e-03 | 6.6 | -6.9 | 3.9e-12 | -0.95 | 0.02 | 0.80 | FALSE |
58 | The Cancer Genome Atlas | Stomach Adenocarcinoma | TMEM69 | 0.10 | 0.05 | lasso | 2 | 0.04 | 5.9e-04 | -6.0 | -6.0 | 2.2e-09 | -0.59 | 0.20 | 0.23 | FALSE |
59 | The Cancer Genome Atlas | Thyroid Carcinoma | CMPK1 | 0.06 | 0.03 | blup | 47 | 0.06 | 4.1e-06 | 4.8 | -5.4 | 5.5e-08 | -0.02 | 0.18 | 0.75 | FALSE |
60 | The Cancer Genome Atlas | Thyroid Carcinoma | GPBP1L1 | 0.11 | 0.06 | lasso | 3 | 0.06 | 1.6e-06 | 7.0 | -7.2 | 4.0e-13 | -0.98 | 0.02 | 0.98 | FALSE |
61 | The Cancer Genome Atlas | Thyroid Carcinoma | MAST2 | 0.04 | 0.01 | blup | 97 | 0.02 | 1.8e-03 | 6.6 | -5.2 | 2.1e-07 | -0.74 | 0.04 | 0.72 | FALSE |
62 | The Cancer Genome Atlas | Thyroid Carcinoma | PIK3R3 | 0.05 | 0.01 | blup | 64 | 0.04 | 4.4e-05 | 5.1 | -5.7 | 9.2e-09 | -0.76 | 0.02 | 0.93 | FALSE |