Best TWAS P=3.52e-38 · Best GWAS P=4.7e-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 | CommonMind | Brain Pre-frontal Cortex | FRK | 0.06 | 0.06 | lasso | 2 | 0.05 | 6.1e-07 | 8.3 | 8.2 | 3.5e-16 | -0.03 | 0.96 | 0.01 | FALSE |
2 | CommonMind | Brain Pre-frontal Cortex | GOPC | 0.12 | 0.11 | lasso | 7 | 0.09 | 2.2e-11 | 9.6 | 10.0 | 1.6e-23 | 0.10 | 1.00 | 0.00 | FALSE |
3 | GTEx | Adipose Subcutaneous | TSPYL1 | 0.13 | 0.07 | lasso | 2 | 0.05 | 6.0e-05 | -4.1 | -8.1 | 4.9e-16 | 0.04 | 0.34 | 0.28 | TRUE |
4 | GTEx | Adipose Subcutaneous | RP1-93H18.7 | 0.11 | 0.08 | lasso | 3 | 0.08 | 8.1e-07 | -10.7 | -10.9 | 1.0e-27 | 0.02 | 0.98 | 0.00 | FALSE |
5 | GTEx | Adipose Visceral Omentum | FAM26F | 0.15 | 0.05 | enet | 17 | 0.11 | 3.9e-06 | 6.6 | 6.7 | 1.5e-11 | -0.04 | 0.26 | 0.57 | FALSE |
6 | GTEx | Artery Aorta | GOPC | 0.11 | 0.09 | enet | 13 | 0.12 | 4.7e-07 | 9.3 | -9.6 | 1.3e-21 | -0.07 | 0.92 | 0.00 | FALSE |
7 | GTEx | Artery Aorta | NT5DC1 | 0.23 | 0.08 | lasso | 10 | 0.08 | 4.6e-05 | 8.9 | 11.5 | 7.9e-31 | 0.05 | 0.84 | 0.03 | FALSE |
8 | GTEx | Artery Aorta | RP3-486I3.4 | 0.10 | 0.03 | enet | 23 | 0.03 | 6.1e-03 | 9.8 | 8.2 | 3.4e-16 | 0.02 | 0.12 | 0.57 | FALSE |
9 | GTEx | Artery Tibial | GOPC | 0.11 | 0.08 | lasso | 4 | 0.09 | 9.0e-08 | 9.7 | -10.9 | 8.5e-28 | -0.08 | 0.99 | 0.00 | TRUE |
10 | GTEx | Artery Tibial | FRK | 0.16 | 0.10 | lasso | 9 | 0.13 | 1.4e-10 | 9.8 | 9.8 | 1.2e-22 | 0.07 | 1.00 | 0.00 | FALSE |
11 | GTEx | Artery Tibial | NT5DC1 | 0.21 | 0.07 | enet | 31 | 0.13 | 2.5e-10 | 9.8 | 7.0 | 3.0e-12 | 0.09 | 1.00 | 0.00 | FALSE |
12 | GTEx | Artery Tibial | RP3-486I3.5 | 0.10 | 0.00 | enet | 18 | 0.05 | 9.7e-05 | -5.7 | 6.6 | 4.2e-11 | 0.01 | 0.12 | 0.08 | FALSE |
13 | GTEx | Breast Mammary Tissue | DCBLD1 | 0.10 | 0.02 | lasso | 4 | 0.03 | 1.1e-02 | 9.4 | -8.9 | 3.8e-19 | -0.05 | 0.16 | 0.05 | FALSE |
14 | GTEx | Breast Mammary Tissue (Male) | GOPC | 0.05 | 0.03 | enet | 7 | 0.05 | 2.2e-02 | 1.7 | -6.7 | 1.7e-11 | -0.04 | 0.05 | 0.06 | FALSE |
15 | GTEx | Breast Mammary Tissue (Female) | RP3-486I3.4 | 0.11 | 0.00 | lasso | 3 | 0.00 | 4.3e-01 | -7.6 | 7.6 | 2.8e-14 | 0.04 | 0.04 | 0.05 | FALSE |
16 | GTEx | Cells EBV-transformed lymphocytes | FRK | 0.12 | 0.07 | enet | 12 | 0.09 | 8.1e-04 | -7.8 | -11.1 | 1.8e-28 | -0.09 | 0.30 | 0.17 | FALSE |
17 | GTEx | Cells EBV-transformed lymphocytes | DSE | 0.13 | 0.09 | lasso | 4 | 0.03 | 3.0e-02 | 11.0 | 12.6 | 2.3e-36 | 0.02 | 0.10 | 0.60 | FALSE |
18 | GTEx | Cells EBV-transformed lymphocytes | FAM26F | 0.34 | 0.10 | enet | 32 | 0.32 | 5.8e-11 | 10.0 | 12.2 | 4.6e-34 | 0.00 | 0.03 | 0.97 | FALSE |
19 | GTEx | Cells Transformed fibroblasts | FRK | 0.12 | 0.18 | lasso | 5 | 0.16 | 8.0e-12 | 9.7 | -9.9 | 6.0e-23 | -0.12 | 1.00 | 0.00 | FALSE |
20 | GTEx | Cells Transformed fibroblasts | DSE | 0.07 | 0.01 | enet | 7 | 0.01 | 4.1e-02 | -11.0 | -12.9 | 3.5e-38 | 0.05 | 0.23 | 0.62 | TRUE |
21 | GTEx | Cells Transformed fibroblasts | NT5DC1 | 0.07 | 0.03 | enet | 9 | 0.05 | 9.8e-05 | 7.9 | -11.7 | 9.0e-32 | -0.07 | 0.03 | 0.91 | TRUE |
22 | GTEx | Cells Transformed fibroblasts | FAM26F | 0.29 | 0.19 | enet | 26 | 0.23 | 1.9e-17 | -9.5 | 9.8 | 7.8e-23 | -0.02 | 1.00 | 0.00 | FALSE |
23 | GTEx | Cells Transformed fibroblasts | RP1-93H18.7 | 0.08 | 0.06 | enet | 8 | 0.07 | 3.9e-06 | -10.6 | -12.3 | 8.4e-35 | 0.05 | 0.86 | 0.12 | FALSE |
24 | GTEx | Colon Transverse | FRK | 0.14 | 0.16 | lasso | 4 | 0.14 | 5.7e-07 | 9.7 | -9.5 | 2.4e-21 | -0.10 | 0.98 | 0.00 | FALSE |
25 | GTEx | Esophagus Gastroesophageal Junction | FAM26F | 0.10 | 0.13 | lasso | 2 | 0.06 | 2.3e-03 | 6.6 | 6.8 | 1.2e-11 | 0.05 | 0.20 | 0.21 | FALSE |
26 | GTEx | Esophagus Gastroesophageal Junction | RP1-93H18.7 | 0.16 | 0.06 | lasso | 3 | 0.05 | 5.3e-03 | -9.5 | -10.2 | 1.8e-24 | 0.03 | 0.22 | 0.10 | FALSE |
27 | GTEx | Esophagus Mucosa | NT5DC1 | 0.09 | 0.08 | lasso | 2 | 0.05 | 2.9e-04 | 9.7 | -9.7 | 3.1e-22 | -0.12 | 0.42 | 0.19 | FALSE |
28 | GTEx | Esophagus Muscularis | RP1-93H18.7 | 0.17 | 0.02 | lasso | 4 | 0.03 | 5.0e-03 | -11.0 | -9.0 | 1.5e-19 | -0.02 | 0.16 | 0.17 | FALSE |
29 | GTEx | Lung | RP1-93H18.7 | 0.06 | 0.07 | lasso | 4 | 0.04 | 4.4e-04 | -9.8 | -10.0 | 2.1e-23 | 0.03 | 0.56 | 0.04 | TRUE |
30 | GTEx | Muscle Skeletal | FRK | 0.10 | 0.05 | enet | 18 | 0.08 | 1.4e-08 | 9.7 | -9.2 | 3.2e-20 | -0.12 | 0.37 | 0.62 | FALSE |
31 | GTEx | Muscle Skeletal | NUS1 | 0.09 | 0.04 | enet | 14 | 0.08 | 1.1e-08 | -6.6 | -7.1 | 1.5e-12 | 0.08 | 0.94 | 0.00 | FALSE |
32 | GTEx | Muscle Skeletal | NT5DC1 | 0.16 | 0.17 | lasso | 10 | 0.17 | 1.1e-16 | 9.7 | -9.4 | 4.7e-21 | -0.09 | 1.00 | 0.00 | FALSE |
33 | GTEx | Muscle Skeletal | RP3-486I3.5 | 0.08 | 0.04 | enet | 12 | 0.03 | 2.8e-04 | 9.7 | -8.3 | 9.1e-17 | -0.09 | 0.97 | 0.00 | TRUE |
34 | GTEx | Nerve Tibial | GOPC | 0.12 | 0.06 | enet | 17 | 0.06 | 3.7e-05 | 10.0 | -10.5 | 7.6e-26 | -0.04 | 0.99 | 0.00 | FALSE |
35 | GTEx | Nerve Tibial | DCBLD1 | 0.13 | 0.00 | enet | 26 | 0.03 | 5.3e-03 | 4.1 | -6.1 | 1.1e-09 | -0.11 | 0.10 | 0.05 | FALSE |
36 | GTEx | Nerve Tibial | NT5DC1 | 0.16 | 0.12 | lasso | 4 | 0.13 | 2.1e-09 | 9.7 | -6.8 | 9.5e-12 | -0.14 | 1.00 | 0.00 | FALSE |
37 | GTEx | Nerve Tibial | RP1-93H18.7 | 0.14 | 0.08 | lasso | 6 | 0.08 | 1.7e-06 | -9.4 | -9.3 | 2.1e-20 | 0.13 | 0.90 | 0.01 | FALSE |
38 | GTEx | Pancreas | FRK | 0.09 | 0.13 | lasso | 5 | 0.09 | 1.2e-04 | 9.7 | -9.7 | 2.6e-22 | -0.11 | 0.73 | 0.02 | FALSE |
39 | GTEx | Pancreas | NUS1 | 0.27 | 0.28 | enet | 22 | 0.25 | 7.6e-11 | -6.2 | -6.8 | 1.0e-11 | 0.07 | 1.00 | 0.00 | FALSE |
40 | GTEx | Skin Sun Exposed Lower leg | RP1-93H18.7 | 0.07 | 0.04 | enet | 5 | 0.03 | 1.1e-03 | -10.7 | -10.3 | 7.5e-25 | 0.03 | 0.45 | 0.04 | FALSE |
41 | GTEx | Stomach | FRK | 0.12 | 0.02 | lasso | 5 | 0.04 | 8.0e-03 | -2.5 | -7.0 | 2.6e-12 | -0.03 | 0.38 | 0.10 | FALSE |
42 | GTEx | Testis | DSE | 0.36 | 0.41 | lasso | 6 | 0.39 | 1.1e-18 | 6.3 | 6.8 | 1.1e-11 | 0.01 | 1.00 | 0.00 | TRUE |
43 | GTEx | Testis | RSPH4A | 0.38 | 0.14 | enet | 26 | 0.21 | 1.4e-09 | -3.9 | -5.5 | 3.5e-08 | -0.11 | 0.89 | 0.03 | FALSE |
44 | GTEx | Testis | TSPYL4 | 0.09 | 0.02 | lasso | 6 | 0.03 | 1.6e-02 | -2.9 | 7.1 | 1.0e-12 | -0.01 | 0.15 | 0.20 | TRUE |
45 | GTEx | Testis | FAM26F | 0.23 | 0.10 | lasso | 8 | 0.22 | 3.0e-10 | -8.5 | 11.0 | 3.0e-28 | -0.04 | 0.12 | 0.86 | FALSE |
46 | GTEx | Thyroid | GOPC | 0.11 | 0.02 | enet | 23 | 0.02 | 1.6e-02 | 9.6 | -9.9 | 2.8e-23 | 0.18 | 0.50 | 0.03 | FALSE |
47 | GTEx | Thyroid | FRK | 0.08 | 0.10 | lasso | 3 | 0.09 | 4.6e-07 | 9.7 | -9.4 | 4.5e-21 | -0.12 | 0.97 | 0.00 | FALSE |
48 | GTEx | Thyroid | TSPYL1 | 0.07 | 0.04 | lasso | 2 | 0.00 | 1.5e-01 | 9.6 | -9.8 | 6.6e-23 | -0.04 | 0.08 | 0.19 | FALSE |
49 | GTEx | Whole Blood | DSE | 0.09 | 0.05 | lasso | 5 | 0.04 | 1.8e-04 | -10.6 | -10.2 | 1.5e-24 | 0.07 | 0.94 | 0.02 | FALSE |
50 | GTEx | Whole Blood | DCBLD1 | 0.16 | 0.09 | lasso | 7 | 0.09 | 7.7e-09 | -2.3 | 6.0 | 2.2e-09 | 0.02 | 1.00 | 0.00 | FALSE |
51 | GTEx | Whole Blood | NT5DC1 | 0.09 | 0.00 | enet | 21 | 0.02 | 1.1e-02 | 5.4 | -5.9 | 4.6e-09 | -0.12 | 0.20 | 0.14 | FALSE |
52 | GTEx | Whole Blood | RP1-93H18.7 | 0.19 | 0.17 | lasso | 3 | 0.16 | 3.1e-14 | -9.8 | -10.8 | 2.7e-27 | 0.04 | 1.00 | 0.00 | FALSE |
53 | METSIM | Adipose | FRK | 0.15 | 0.10 | bslmm | 440 | 0.12 | 7.9e-18 | 9.6 | -7.4 | 1.2e-13 | -0.14 | 1.00 | 0.00 | FALSE |
54 | METSIM | Adipose | NT5DC1 | 0.11 | 0.08 | lasso | 8 | 0.09 | 8.2e-14 | 9.7 | -9.6 | 7.2e-22 | -0.10 | 1.00 | 0.00 | FALSE |
55 | METSIM | Adipose | TSPYL1 | 0.13 | 0.06 | blup | 370 | 0.08 | 3.7e-12 | 6.1 | -8.4 | 5.0e-17 | -0.03 | 0.97 | 0.03 | FALSE |
56 | NTR | Blood | DCBLD1 | 0.02 | 0.02 | lasso | 4 | 0.02 | 1.1e-07 | -5.8 | 5.7 | 1.2e-08 | -0.04 | 0.99 | 0.00 | FALSE |
57 | NTR | Blood | DSE | 0.04 | 0.02 | bslmm | 437 | 0.02 | 1.7e-08 | -10.7 | -11.6 | 5.9e-31 | -0.03 | 0.19 | 0.81 | FALSE |
58 | ROSMAP | Brain Pre-frontal Cortex | GOPC | 0.13 | 0.16 | enet | 21 | 0.16 | 1.5e-19 | 10.0 | 10.8 | 3.6e-27 | 0.07 | 1.00 | 0.00 | FALSE |
59 | ROSMAP | Brain Pre-frontal Cortex | DCBLD1 | 0.13 | 0.07 | blup | 444 | 0.09 | 5.8e-12 | 10.0 | -5.7 | 9.3e-09 | -0.11 | 1.00 | 0.00 | FALSE |
60 | ROSMAP | Brain Pre-frontal Cortex | FAM26F | 0.15 | 0.10 | enet | 13 | 0.13 | 2.6e-16 | 5.0 | 8.2 | 1.8e-16 | -0.01 | 1.00 | 0.00 | FALSE |
61 | YFS | Blood | DCBLD1 | 0.13 | 0.13 | enet | 26 | 0.14 | 2.2e-44 | -5.8 | 5.1 | 2.7e-07 | -0.02 | 1.00 | 0.00 | FALSE |
62 | YFS | Blood | NT5DC1 | 0.07 | 0.03 | bslmm | 431 | 0.04 | 6.4e-13 | 7.5 | -7.9 | 3.1e-15 | 0.04 | 1.00 | 0.00 | FALSE |
63 | The Cancer Genome Atlas | Bladder Urothelial Carcinoma | FAM26F | 0.09 | 0.03 | blup | 48 | 0.06 | 6.0e-06 | 5.2 | 6.2 | 7.0e-10 | -0.05 | 0.44 | 0.02 | FALSE |
64 | The Cancer Genome Atlas | Breast Invasive Carcinoma | GOPC | 0.02 | 0.02 | lasso | 1 | 0.02 | 2.1e-04 | 9.3 | -9.3 | 1.6e-20 | -0.10 | 0.19 | 0.69 | FALSE |
65 | The Cancer Genome Atlas | Breast Invasive Carcinoma | RFX6 | 0.02 | 0.01 | lasso | 3 | 0.01 | 4.2e-03 | -9.0 | -8.2 | 2.2e-16 | 0.26 | 0.01 | 0.92 | TRUE |
66 | The Cancer Genome Atlas | Cervical Squamous Cell Carcinoma | FAM26F | 0.20 | 0.08 | blup | 48 | 0.10 | 1.3e-05 | 7.6 | 7.8 | 4.7e-15 | 0.00 | 0.17 | 0.53 | FALSE |
67 | The Cancer Genome Atlas | Colon Adenocarcinoma | FRK | 0.10 | 0.10 | lasso | 7 | 0.09 | 4.2e-06 | 9.7 | -9.9 | 3.8e-23 | -0.08 | 0.09 | 0.90 | TRUE |
68 | The Cancer Genome Atlas | Glioblastoma Multiforme | FRK | 0.13 | 0.01 | blup | 94 | 0.05 | 1.5e-02 | -7.7 | -10.9 | 1.3e-27 | -0.04 | 0.02 | 0.30 | FALSE |
69 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | FRK | 0.08 | 0.01 | blup | 94 | 0.01 | 4.8e-02 | 11.2 | -8.3 | 1.1e-16 | -0.07 | 0.01 | 0.80 | FALSE |
70 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | FAM26F | 0.40 | 0.20 | lasso | 8 | 0.25 | 2.3e-14 | 9.7 | 8.5 | 2.6e-17 | -0.02 | 1.00 | 0.00 | FALSE |
71 | The Cancer Genome Atlas | Prostate Adenocarcinoma | FRK | 0.10 | 0.08 | lasso | 1 | 0.05 | 3.2e-06 | 9.6 | -9.7 | 5.1e-22 | -0.11 | 0.57 | 0.42 | FALSE |
72 | The Cancer Genome Atlas | Prostate Adenocarcinoma | NUS1 | 0.07 | 0.01 | blup | 45 | 0.03 | 1.8e-04 | -6.2 | -5.8 | 6.0e-09 | 0.14 | 0.12 | 0.03 | TRUE |
73 | The Cancer Genome Atlas | Stomach Adenocarcinoma | FRK | 0.03 | 0.00 | blup | 94 | 0.03 | 4.6e-03 | 9.7 | -10.1 | 5.9e-24 | -0.08 | 0.06 | 0.45 | FALSE |
74 | The Cancer Genome Atlas | Thyroid Carcinoma | DSE | 0.05 | 0.01 | blup | 112 | 0.04 | 1.6e-04 | -3.8 | -9.6 | 7.1e-22 | 0.03 | 0.04 | 0.05 | FALSE |
75 | The Cancer Genome Atlas | Thyroid Carcinoma | FRK | 0.08 | 0.09 | lasso | 2 | 0.09 | 5.0e-09 | 9.7 | -9.7 | 4.1e-22 | -0.10 | 0.84 | 0.16 | FALSE |