Best TWAS P=2.59e-20 · Best GWAS P=2.62e-24 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 | CommonMind | Brain Pre-frontal Cortex | FRK | 0.06 | 0.06 | lasso | 2 | 0.05 | 6.1e-07 | 5.6 | 5.5 | 4.3e-08 | -0.03 | 0.96 | 0.00 | FALSE |
2 | CommonMind | Brain Pre-frontal Cortex | GOPC | 0.12 | 0.11 | lasso | 7 | 0.09 | 2.2e-11 | 6.8 | 7.0 | 2.5e-12 | 0.10 | 1.00 | 0.00 | FALSE |
3 | GTEx | Adipose Subcutaneous | TSPYL1 | 0.13 | 0.07 | lasso | 2 | 0.05 | 6.0e-05 | -3.5 | -6.5 | 7.7e-11 | 0.04 | 0.01 | 0.97 | TRUE |
4 | GTEx | Adipose Subcutaneous | RP1-93H18.7 | 0.11 | 0.08 | lasso | 3 | 0.08 | 8.1e-07 | -7.9 | -8.0 | 1.7e-15 | 0.02 | 0.97 | 0.01 | TRUE |
5 | GTEx | Artery Aorta | GOPC | 0.11 | 0.09 | enet | 13 | 0.12 | 4.7e-07 | 6.1 | -6.2 | 6.0e-10 | -0.07 | 0.92 | 0.00 | FALSE |
6 | GTEx | Artery Aorta | NT5DC1 | 0.23 | 0.08 | lasso | 10 | 0.08 | 4.6e-05 | 5.5 | 7.3 | 4.0e-13 | 0.05 | 0.85 | 0.02 | FALSE |
7 | GTEx | Artery Aorta | RP3-486I3.4 | 0.10 | 0.03 | enet | 23 | 0.03 | 6.1e-03 | 6.0 | 5.4 | 8.2e-08 | 0.02 | 0.14 | 0.50 | TRUE |
8 | GTEx | Artery Tibial | GOPC | 0.11 | 0.08 | lasso | 4 | 0.09 | 9.0e-08 | 7.1 | -7.4 | 1.0e-13 | -0.08 | 0.99 | 0.00 | TRUE |
9 | GTEx | Artery Tibial | FRK | 0.16 | 0.10 | lasso | 9 | 0.13 | 1.4e-10 | 6.2 | 6.0 | 1.6e-09 | 0.07 | 1.00 | 0.00 | FALSE |
10 | GTEx | Breast Mammary Tissue | DCBLD1 | 0.10 | 0.02 | lasso | 4 | 0.03 | 1.1e-02 | 6.3 | -5.7 | 9.4e-09 | -0.05 | 0.16 | 0.05 | FALSE |
11 | GTEx | Cells EBV-transformed lymphocytes | FRK | 0.12 | 0.07 | enet | 12 | 0.09 | 8.1e-04 | -4.8 | -6.7 | 2.9e-11 | -0.09 | 0.34 | 0.08 | FALSE |
12 | GTEx | Cells EBV-transformed lymphocytes | DSE | 0.13 | 0.09 | lasso | 4 | 0.03 | 3.0e-02 | 6.6 | 8.3 | 1.5e-16 | 0.02 | 0.10 | 0.60 | FALSE |
13 | GTEx | Cells EBV-transformed lymphocytes | FAM26F | 0.34 | 0.10 | enet | 32 | 0.32 | 5.8e-11 | 6.8 | 8.2 | 2.1e-16 | 0.00 | 0.40 | 0.59 | FALSE |
14 | GTEx | Cells Transformed fibroblasts | FRK | 0.12 | 0.18 | lasso | 5 | 0.16 | 8.0e-12 | 5.3 | -5.5 | 4.5e-08 | -0.12 | 1.00 | 0.00 | FALSE |
15 | GTEx | Cells Transformed fibroblasts | DSE | 0.07 | 0.01 | enet | 7 | 0.01 | 4.1e-02 | -7.8 | -9.2 | 2.6e-20 | 0.05 | 0.40 | 0.34 | TRUE |
16 | GTEx | Cells Transformed fibroblasts | NT5DC1 | 0.07 | 0.03 | enet | 9 | 0.05 | 9.8e-05 | 4.9 | -7.7 | 1.7e-14 | -0.07 | 0.12 | 0.63 | TRUE |
17 | GTEx | Cells Transformed fibroblasts | FAM26F | 0.29 | 0.19 | enet | 26 | 0.23 | 1.9e-17 | -6.7 | 7.0 | 3.7e-12 | -0.02 | 1.00 | 0.00 | FALSE |
18 | GTEx | Cells Transformed fibroblasts | RP1-93H18.7 | 0.08 | 0.06 | enet | 8 | 0.07 | 3.9e-06 | -7.4 | -8.9 | 4.4e-19 | 0.05 | 0.66 | 0.33 | FALSE |
19 | GTEx | Colon Transverse | FRK | 0.14 | 0.16 | lasso | 4 | 0.14 | 5.7e-07 | 5.3 | -5.3 | 1.4e-07 | -0.10 | 0.98 | 0.00 | FALSE |
20 | GTEx | Esophagus Gastroesophageal Junction | RP1-93H18.7 | 0.16 | 0.06 | lasso | 3 | 0.05 | 5.3e-03 | -7.1 | -7.4 | 9.7e-14 | 0.03 | 0.17 | 0.30 | FALSE |
21 | GTEx | Esophagus Mucosa | NT5DC1 | 0.09 | 0.08 | lasso | 2 | 0.05 | 2.9e-04 | 5.3 | -5.3 | 1.1e-07 | -0.12 | 0.49 | 0.06 | FALSE |
22 | GTEx | Esophagus Muscularis | RP1-93H18.7 | 0.17 | 0.02 | lasso | 4 | 0.03 | 5.0e-03 | -7.9 | -6.3 | 2.1e-10 | -0.02 | 0.08 | 0.61 | TRUE |
23 | GTEx | Lung | RP1-93H18.7 | 0.06 | 0.07 | lasso | 4 | 0.04 | 4.4e-04 | -6.9 | -6.9 | 6.3e-12 | 0.03 | 0.54 | 0.06 | FALSE |
24 | GTEx | Muscle Skeletal | NT5DC1 | 0.16 | 0.17 | lasso | 10 | 0.17 | 1.1e-16 | 5.3 | -5.3 | 9.1e-08 | -0.09 | 1.00 | 0.00 | FALSE |
25 | GTEx | Nerve Tibial | GOPC | 0.12 | 0.06 | enet | 17 | 0.06 | 3.7e-05 | 6.3 | -6.7 | 2.7e-11 | -0.04 | 0.99 | 0.00 | FALSE |
26 | GTEx | Nerve Tibial | RP1-93H18.7 | 0.14 | 0.08 | lasso | 6 | 0.08 | 1.7e-06 | -6.8 | -6.5 | 7.5e-11 | 0.13 | 0.84 | 0.07 | FALSE |
27 | GTEx | Pancreas | FRK | 0.09 | 0.13 | lasso | 5 | 0.09 | 1.2e-04 | 5.3 | -5.4 | 8.3e-08 | -0.11 | 0.73 | 0.02 | FALSE |
28 | GTEx | Skin Sun Exposed Lower leg | RP1-93H18.7 | 0.07 | 0.04 | enet | 5 | 0.03 | 1.1e-03 | -7.9 | -7.5 | 5.1e-14 | 0.03 | 0.42 | 0.11 | FALSE |
29 | GTEx | Testis | DSE | 0.36 | 0.41 | lasso | 6 | 0.39 | 1.1e-18 | 5.3 | 5.4 | 6.5e-08 | 0.01 | 1.00 | 0.00 | FALSE |
30 | GTEx | Testis | FAM26F | 0.23 | 0.10 | lasso | 8 | 0.22 | 3.0e-10 | -6.2 | 7.6 | 3.7e-14 | -0.04 | 0.24 | 0.74 | FALSE |
31 | GTEx | Thyroid | GOPC | 0.11 | 0.02 | enet | 23 | 0.02 | 1.6e-02 | 6.0 | -6.7 | 2.9e-11 | 0.18 | 0.50 | 0.03 | FALSE |
32 | GTEx | Thyroid | FRK | 0.08 | 0.10 | lasso | 3 | 0.09 | 4.6e-07 | 5.3 | -5.2 | 2.6e-07 | -0.12 | 0.97 | 0.00 | FALSE |
33 | GTEx | Thyroid | TSPYL1 | 0.07 | 0.04 | lasso | 2 | 0.00 | 1.5e-01 | 5.2 | -5.8 | 6.6e-09 | -0.04 | 0.07 | 0.33 | FALSE |
34 | GTEx | Whole Blood | DSE | 0.09 | 0.05 | lasso | 5 | 0.04 | 1.8e-04 | -7.5 | -7.3 | 3.2e-13 | 0.07 | 0.95 | 0.02 | FALSE |
35 | GTEx | Whole Blood | RP1-93H18.7 | 0.19 | 0.17 | lasso | 3 | 0.16 | 3.1e-14 | -6.9 | -7.6 | 3.3e-14 | 0.04 | 1.00 | 0.00 | FALSE |
36 | METSIM | Adipose | NT5DC1 | 0.11 | 0.08 | lasso | 8 | 0.09 | 8.2e-14 | 5.3 | -5.4 | 7.2e-08 | -0.10 | 1.00 | 0.00 | FALSE |
37 | METSIM | Adipose | TSPYL1 | 0.13 | 0.06 | blup | 370 | 0.08 | 3.7e-12 | 4.6 | -5.9 | 3.5e-09 | -0.03 | 1.00 | 0.00 | FALSE |
38 | NTR | Blood | DSE | 0.04 | 0.02 | bslmm | 437 | 0.02 | 1.7e-08 | -7.9 | -8.2 | 1.8e-16 | -0.03 | 0.03 | 0.97 | FALSE |
39 | ROSMAP | Brain Pre-frontal Cortex | GOPC | 0.13 | 0.16 | enet | 21 | 0.16 | 1.5e-19 | 7.0 | 7.4 | 1.9e-13 | 0.07 | 1.00 | 0.00 | FALSE |
40 | ROSMAP | Brain Pre-frontal Cortex | FAM26F | 0.15 | 0.10 | enet | 13 | 0.13 | 2.6e-16 | 3.5 | 5.4 | 5.9e-08 | -0.01 | 1.00 | 0.00 | FALSE |
41 | YFS | Blood | NT5DC1 | 0.07 | 0.03 | bslmm | 431 | 0.04 | 6.4e-13 | 5.0 | -5.5 | 4.1e-08 | 0.04 | 1.00 | 0.00 | FALSE |
42 | The Cancer Genome Atlas | Breast Invasive Carcinoma | GOPC | 0.02 | 0.02 | lasso | 1 | 0.02 | 2.1e-04 | 6.1 | -6.1 | 1.3e-09 | -0.10 | 0.14 | 0.76 | FALSE |
43 | The Cancer Genome Atlas | Breast Invasive Carcinoma | RFX6 | 0.02 | 0.01 | lasso | 3 | 0.01 | 4.2e-03 | -6.5 | -6.0 | 2.2e-09 | 0.26 | 0.00 | 0.98 | TRUE |
44 | The Cancer Genome Atlas | Cervical Squamous Cell Carcinoma | FAM26F | 0.20 | 0.08 | blup | 48 | 0.10 | 1.3e-05 | 4.9 | 5.5 | 4.4e-08 | 0.00 | 0.18 | 0.51 | FALSE |
45 | The Cancer Genome Atlas | Colon Adenocarcinoma | FRK | 0.10 | 0.10 | lasso | 7 | 0.09 | 4.2e-06 | 5.3 | -5.5 | 3.0e-08 | -0.08 | 0.10 | 0.90 | TRUE |
46 | The Cancer Genome Atlas | Glioblastoma Multiforme | FRK | 0.13 | 0.01 | blup | 94 | 0.05 | 1.5e-02 | -4.7 | -6.6 | 5.1e-11 | -0.04 | 0.02 | 0.32 | FALSE |
47 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | FAM26F | 0.40 | 0.20 | lasso | 8 | 0.25 | 2.3e-14 | 6.7 | 6.2 | 4.7e-10 | -0.02 | 0.93 | 0.07 | FALSE |
48 | The Cancer Genome Atlas | Prostate Adenocarcinoma | FRK | 0.10 | 0.08 | lasso | 1 | 0.05 | 3.2e-06 | 5.2 | -5.2 | 1.5e-07 | -0.11 | 0.57 | 0.43 | FALSE |
49 | The Cancer Genome Atlas | Stomach Adenocarcinoma | FRK | 0.03 | 0.00 | blup | 94 | 0.03 | 4.6e-03 | 5.3 | -5.9 | 3.5e-09 | -0.08 | 0.06 | 0.44 | FALSE |
50 | The Cancer Genome Atlas | Thyroid Carcinoma | DSE | 0.05 | 0.01 | blup | 112 | 0.04 | 1.6e-04 | -2.4 | -7.2 | 8.4e-13 | 0.03 | 0.03 | 0.36 | FALSE |
51 | The Cancer Genome Atlas | Thyroid Carcinoma | FRK | 0.08 | 0.09 | lasso | 2 | 0.09 | 5.0e-09 | 5.3 | -5.3 | 9.2e-08 | -0.10 | 0.80 | 0.20 | FALSE |