Best TWAS P=2.47e-50 · Best GWAS P=2.91e-56 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 | PSMB3 | 0.11 | 0.01 | enet | 8 | 0.03 | 2.7e-03 | -10.69 | -7.9 | 2.9e-15 | 0.03 | 0.01 | 0.95 | FALSE |
2 | GTEx | Adipose Subcutaneous | PIP4K2B | 0.15 | 0.07 | lasso | 5 | 0.07 | 2.2e-06 | -14.71 | -14.2 | 8.9e-46 | 0.07 | 0.00 | 1.00 | FALSE |
3 | GTEx | Adipose Subcutaneous | MSL1 | 0.15 | 0.12 | lasso | 2 | 0.12 | 3.9e-10 | 12.24 | -12.3 | 1.7e-34 | 0.29 | 1.00 | 0.00 | FALSE |
4 | GTEx | Adipose Visceral Omentum | PSMB3 | 0.14 | 0.01 | enet | 9 | 0.03 | 1.2e-02 | -2.49 | -6.8 | 1.2e-11 | 0.02 | 0.08 | 0.49 | FALSE |
5 | GTEx | Adipose Visceral Omentum | RAPGEFL1 | 0.50 | 0.35 | enet | 18 | 0.36 | 1.3e-19 | -4.25 | -6.1 | 9.8e-10 | 0.23 | 1.00 | 0.00 | TRUE |
6 | GTEx | Adrenal Gland | SNORD124 | 0.22 | 0.01 | lasso | 6 | 0.02 | 4.8e-02 | -8.45 | 8.9 | 5.4e-19 | -0.54 | 0.04 | 0.17 | FALSE |
7 | GTEx | Artery Aorta | PSMB3 | 0.23 | 0.17 | enet | 26 | 0.22 | 2.1e-12 | -14.71 | -13.1 | 4.8e-39 | 0.05 | 0.00 | 1.00 | TRUE |
8 | GTEx | Artery Aorta | PIP4K2B | 0.31 | 0.03 | enet | 42 | 0.10 | 2.6e-06 | -0.74 | -8.0 | 1.9e-15 | 0.05 | 0.04 | 0.94 | FALSE |
9 | GTEx | Artery Aorta | PGAP3 | 0.13 | 0.04 | lasso | 3 | 0.10 | 5.3e-06 | -5.19 | -5.5 | 3.2e-08 | 0.05 | 0.78 | 0.01 | TRUE |
10 | GTEx | Artery Tibial | PSMB3 | 0.10 | 0.02 | enet | 12 | 0.03 | 1.2e-03 | -14.71 | -12.3 | 1.2e-34 | 0.06 | 0.00 | 1.00 | TRUE |
11 | GTEx | Artery Tibial | PIP4K2B | 0.37 | 0.16 | enet | 49 | 0.22 | 2.1e-17 | -14.71 | -12.3 | 6.3e-35 | 0.04 | 0.00 | 1.00 | FALSE |
12 | GTEx | Artery Tibial | MSL1 | 0.19 | 0.14 | lasso | 2 | 0.15 | 4.9e-12 | 12.24 | -12.4 | 4.3e-35 | 0.25 | 1.00 | 0.00 | FALSE |
13 | GTEx | Brain Cortex | MED24 | 0.36 | 0.03 | enet | 27 | 0.09 | 2.2e-03 | -5.62 | 6.6 | 3.1e-11 | -0.10 | 0.08 | 0.07 | TRUE |
14 | GTEx | Breast Mammary Tissue | RAPGEFL1 | 0.37 | 0.22 | lasso | 5 | 0.22 | 2.0e-11 | -4.25 | -5.6 | 2.7e-08 | 0.20 | 1.00 | 0.00 | FALSE |
15 | GTEx | Breast Mammary Tissue | ORMDL3 | 0.17 | 0.04 | enet | 27 | 0.06 | 7.2e-04 | -3.34 | -6.5 | 8.3e-11 | 0.22 | 0.46 | 0.10 | FALSE |
16 | GTEx | Breast Mammary Tissue | MSL1 | 0.20 | 0.06 | lasso | 6 | 0.07 | 2.2e-04 | 12.24 | -10.8 | 2.2e-27 | 0.18 | 0.40 | 0.14 | FALSE |
17 | GTEx | Breast Mammary Tissue (Female) | MSL1 | 0.09 | 0.00 | enet | 9 | 0.03 | 5.8e-02 | 12.24 | -10.1 | 8.9e-24 | 0.08 | 0.03 | 0.08 | TRUE |
18 | GTEx | Cells Transformed fibroblasts | STARD3 | 0.08 | 0.01 | enet | 18 | 0.01 | 3.3e-02 | -5.22 | -5.4 | 5.4e-08 | 0.03 | 0.32 | 0.06 | TRUE |
19 | GTEx | Colon Transverse | MSL1 | 0.18 | 0.11 | lasso | 3 | 0.05 | 2.1e-03 | 12.24 | -12.5 | 9.2e-36 | 0.28 | 0.23 | 0.04 | TRUE |
20 | GTEx | Esophagus Mucosa | CWC25 | 0.11 | 0.07 | enet | 7 | 0.05 | 1.5e-04 | -7.89 | -8.9 | 5.3e-19 | 0.02 | 0.32 | 0.55 | FALSE |
21 | GTEx | Esophagus Mucosa | LINC00672 | 0.13 | 0.00 | enet | 28 | 0.00 | 8.3e-01 | 2.85 | 7.2 | 5.9e-13 | -0.08 | 0.05 | 0.16 | FALSE |
22 | GTEx | Esophagus Muscularis | FBXL20 | 0.04 | 0.03 | lasso | 3 | 0.02 | 1.2e-02 | -6.60 | 5.8 | 7.9e-09 | -0.03 | 0.35 | 0.04 | FALSE |
23 | GTEx | Esophagus Muscularis | MSL1 | 0.25 | 0.18 | lasso | 8 | 0.22 | 1.7e-13 | 12.07 | -11.4 | 3.1e-30 | 0.22 | 1.00 | 0.00 | FALSE |
24 | GTEx | Heart Left Ventricle | RAPGEFL1 | 0.38 | 0.26 | lasso | 6 | 0.24 | 8.1e-13 | -4.65 | -5.3 | 1.1e-07 | 0.16 | 1.00 | 0.00 | FALSE |
25 | GTEx | Heart Left Ventricle | PGAP3 | 0.17 | 0.14 | lasso | 5 | 0.12 | 4.3e-07 | -5.22 | -5.2 | 2.4e-07 | 0.03 | 0.98 | 0.00 | TRUE |
26 | GTEx | Lung | RAPGEFL1 | 0.43 | 0.08 | enet | 10 | 0.19 | 1.2e-14 | -4.65 | -5.5 | 3.5e-08 | 0.21 | 1.00 | 0.00 | FALSE |
27 | GTEx | Nerve Tibial | MSL1 | 0.33 | 0.25 | lasso | 4 | 0.24 | 6.3e-17 | 12.24 | -12.5 | 7.1e-36 | 0.27 | 1.00 | 0.00 | FALSE |
28 | GTEx | Pituitary | CWC25 | 0.30 | 0.00 | enet | 18 | 0.07 | 7.4e-03 | -9.36 | -8.4 | 3.6e-17 | 0.02 | 0.08 | 0.25 | FALSE |
29 | GTEx | Pituitary | MSL1 | 0.40 | 0.27 | lasso | 7 | 0.24 | 1.3e-06 | 9.93 | -11.1 | 1.1e-28 | 0.25 | 0.20 | 0.22 | TRUE |
30 | GTEx | Pituitary | RP5-906A24.2 | 0.34 | 0.00 | lasso | 4 | 0.04 | 3.0e-02 | -1.35 | -7.2 | 4.7e-13 | 0.16 | 0.05 | 0.08 | TRUE |
31 | GTEx | Skin Not Sun Exposed Suprapubic | MSL1 | 0.18 | 0.15 | lasso | 4 | 0.15 | 2.1e-08 | 12.24 | -12.0 | 6.0e-33 | 0.30 | 0.90 | 0.02 | FALSE |
32 | GTEx | Skin Sun Exposed Lower leg | MSL1 | 0.08 | 0.04 | lasso | 2 | 0.05 | 8.1e-05 | 9.05 | -11.4 | 4.8e-30 | 0.19 | 0.52 | 0.03 | FALSE |
33 | GTEx | Testis | PSMB3 | 0.30 | 0.24 | lasso | 4 | 0.21 | 8.9e-10 | -14.71 | -14.8 | 1.7e-49 | 0.07 | 0.00 | 1.00 | FALSE |
34 | GTEx | Testis | PIP4K2B | 0.22 | 0.00 | enet | 19 | 0.03 | 1.9e-02 | -9.36 | 8.8 | 9.3e-19 | 0.02 | 0.04 | 0.39 | FALSE |
35 | GTEx | Testis | MSL1 | 0.23 | 0.05 | enet | 9 | 0.15 | 2.9e-07 | 12.24 | -8.3 | 8.3e-17 | 0.28 | 0.33 | 0.09 | TRUE |
36 | GTEx | Thyroid | CWC25 | 0.12 | 0.10 | lasso | 2 | 0.08 | 1.2e-06 | -6.38 | -6.3 | 3.1e-10 | 0.02 | 0.82 | 0.13 | FALSE |
37 | GTEx | Thyroid | RAPGEFL1 | 0.57 | 0.41 | lasso | 10 | 0.41 | 1.0e-33 | -4.65 | -5.2 | 1.8e-07 | 0.17 | 1.00 | 0.00 | TRUE |
38 | GTEx | Thyroid | THRA | 0.06 | 0.01 | lasso | 4 | 0.00 | 3.5e-01 | -6.28 | 5.6 | 2.2e-08 | -0.05 | 0.09 | 0.03 | FALSE |
39 | METSIM | Adipose | CWC25 | 0.05 | 0.02 | enet | 40 | 0.03 | 1.3e-05 | -5.41 | 5.8 | 7.9e-09 | -0.10 | 0.48 | 0.06 | TRUE |
40 | METSIM | Adipose | LINC00672 | 0.07 | 0.01 | bslmm | 351 | 0.01 | 9.1e-03 | 4.47 | 9.8 | 1.3e-22 | -0.13 | 0.04 | 0.54 | FALSE |
41 | METSIM | Adipose | MSL1 | 0.12 | 0.06 | lasso | 10 | 0.06 | 1.8e-09 | 12.24 | -12.2 | 2.0e-34 | 0.29 | 0.99 | 0.00 | FALSE |
42 | METSIM | Adipose | PIP4K2B | 0.06 | 0.01 | blup | 360 | 0.02 | 7.0e-04 | -5.90 | -8.9 | 4.5e-19 | 0.06 | 0.01 | 0.98 | FALSE |
43 | METSIM | Adipose | PSMB3 | 0.04 | 0.02 | lasso | 5 | 0.01 | 2.3e-03 | -12.49 | -11.0 | 3.0e-28 | 0.01 | 0.14 | 0.31 | FALSE |
44 | NTR | Blood | GSDMA | 0.11 | 0.05 | enet | 34 | 0.04 | 2.8e-14 | 2.62 | 5.2 | 1.8e-07 | -0.18 | 1.00 | 0.00 | TRUE |
45 | NTR | Blood | PIP4K2B | 0.02 | 0.01 | lasso | 3 | 0.01 | 6.4e-04 | -14.71 | 14.0 | 1.4e-44 | -0.09 | 0.00 | 1.00 | FALSE |
46 | YFS | Blood | PSMB3 | 0.14 | 0.11 | enet | 31 | 0.16 | 7.2e-49 | -14.50 | -11.4 | 3.8e-30 | 0.05 | 0.00 | 1.00 | FALSE |
47 | The Cancer Genome Atlas | Bladder Urothelial Carcinoma | PIP4K2B | 0.07 | 0.01 | blup | 50 | 0.04 | 2.5e-04 | -7.21 | -6.8 | 1.3e-11 | 0.04 | 0.03 | 0.18 | FALSE |
48 | The Cancer Genome Atlas | Bladder Urothelial Carcinoma | PSMB3 | 0.04 | 0.00 | blup | 37 | 0.02 | 6.7e-03 | -5.90 | -10.0 | 1.7e-23 | 0.05 | 0.01 | 0.63 | FALSE |
49 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | PIP4K2B | 0.04 | 0.01 | blup | 56 | 0.03 | 6.3e-04 | -14.50 | -12.0 | 3.4e-33 | 0.11 | 0.00 | 0.92 | FALSE |
50 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | STARD3 | 0.03 | 0.04 | enet | 5 | 0.02 | 8.2e-04 | -5.92 | -5.9 | 4.4e-09 | 0.04 | 0.54 | 0.30 | TRUE |
51 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | PIP4K2B | 0.07 | 0.01 | enet | 12 | 0.02 | 4.3e-03 | -9.36 | -10.3 | 6.1e-25 | 0.00 | 0.03 | 0.29 | TRUE |
52 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | PSMB3 | 0.14 | 0.05 | blup | 42 | 0.05 | 8.9e-07 | -14.50 | -12.7 | 4.7e-37 | 0.06 | 0.00 | 1.00 | FALSE |
53 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | PSMB3 | 0.12 | 0.02 | enet | 14 | 0.05 | 1.3e-03 | -12.06 | -11.1 | 1.3e-28 | 0.07 | 0.00 | 0.74 | FALSE |
54 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | RAPGEFL1 | 0.13 | 0.02 | enet | 9 | 0.06 | 4.3e-04 | 9.90 | -10.8 | 2.9e-27 | 0.38 | 0.01 | 0.73 | TRUE |
55 | The Cancer Genome Atlas | Brain Lower Grade Glioma | IGFBP4 | 0.04 | 0.02 | blup | 38 | 0.03 | 5.9e-04 | -15.80 | -10.5 | 9.8e-26 | 0.80 | 0.00 | 0.97 | TRUE |
56 | The Cancer Genome Atlas | Brain Lower Grade Glioma | RAPGEFL1 | 0.12 | 0.04 | lasso | 4 | 0.06 | 1.3e-07 | -4.61 | -5.3 | 1.1e-07 | 0.14 | 0.96 | 0.00 | FALSE |
57 | The Cancer Genome Atlas | Liver Hepatocellular Carcinoma | PCGF2 | 0.11 | 0.00 | blup | 37 | 0.03 | 1.0e-02 | -11.97 | 5.9 | 2.9e-09 | -0.01 | 0.01 | 0.05 | FALSE |
58 | The Cancer Genome Atlas | Lung Adenocarcinoma | FBXL20 | 0.04 | 0.01 | blup | 72 | 0.01 | 7.6e-03 | -6.59 | 6.2 | 4.4e-10 | -0.05 | 0.01 | 0.56 | FALSE |
59 | The Cancer Genome Atlas | Ovarian Serous Cystadenocarcinoma | RPL23 | 0.10 | 0.00 | enet | 19 | 0.04 | 2.0e-03 | -8.40 | -7.6 | 2.7e-14 | 0.02 | 0.01 | 0.62 | FALSE |
60 | The Cancer Genome Atlas | Prostate Adenocarcinoma | PIP4K2B | 0.05 | 0.04 | blup | 56 | 0.05 | 5.3e-06 | -12.06 | -14.0 | 2.4e-44 | 0.10 | 0.00 | 0.99 | FALSE |
61 | The Cancer Genome Atlas | Prostate Adenocarcinoma | PSMB3 | 0.11 | 0.07 | blup | 42 | 0.07 | 9.4e-08 | -14.71 | -10.0 | 9.3e-24 | 0.06 | 0.00 | 1.00 | TRUE |
62 | The Cancer Genome Atlas | Rectum Adenocarcinoma | CDK12 | 0.17 | 0.00 | blup | 44 | 0.05 | 2.5e-02 | -4.60 | -5.3 | 1.5e-07 | 0.01 | 0.01 | 0.25 | FALSE |
63 | The Cancer Genome Atlas | Soft Tissue Sarcoma | PCGF2 | 0.18 | 0.05 | blup | 36 | 0.11 | 7.3e-07 | -2.50 | 7.6 | 2.1e-14 | -0.10 | 0.08 | 0.84 | TRUE |
64 | The Cancer Genome Atlas | Testicular Germ Cell Tumors | PSMB3 | 0.12 | 0.09 | lasso | 3 | 0.06 | 3.0e-03 | -14.50 | -14.9 | 2.5e-50 | 0.08 | 0.00 | 0.93 | TRUE |
65 | The Cancer Genome Atlas | Thyroid Carcinoma | PSMB3 | 0.05 | 0.06 | lasso | 1 | 0.05 | 2.4e-05 | -14.71 | -14.7 | 5.7e-49 | 0.07 | 0.00 | 1.00 | FALSE |