Best TWAS P=3.75e-11 · Best GWAS P=2.49e-11 conditioned to 1
# | 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 | ZNF589 | 0.15 | 0.14 | bslmm | 254 | 0.16 | 1.3e-19 | -5.0 | -5.6 | 1.8e-08 | 0.89 | 0.97 | 0.03 | FALSE |
2 | GTEx | Adipose Subcutaneous | FCF1P2 | 0.17 | 0.07 | enet | 18 | 0.09 | 9.8e-08 | -4.9 | 5.4 | 7.0e-08 | -0.77 | 0.63 | 0.36 | FALSE |
3 | GTEx | Adipose Visceral Omentum | CDC25A | 0.12 | 0.09 | lasso | 13 | 0.08 | 7.2e-05 | -5.0 | -5.1 | 2.8e-07 | 0.86 | 0.18 | 0.82 | FALSE |
4 | GTEx | Adipose Visceral Omentum | MRPS18AP1 | 0.26 | 0.31 | enet | 16 | 0.31 | 9.1e-17 | -4.8 | -5.3 | 1.3e-07 | 0.93 | 0.15 | 0.85 | FALSE |
5 | GTEx | Adrenal Gland | ZNF589 | 0.38 | 0.35 | lasso | 15 | 0.36 | 9.6e-14 | -4.8 | -5.4 | 6.1e-08 | 0.89 | 0.58 | 0.42 | FALSE |
6 | GTEx | Adrenal Gland | NME6 | 0.12 | 0.07 | lasso | 9 | 0.08 | 6.1e-04 | -6.7 | 6.3 | 2.4e-10 | -0.97 | 0.03 | 0.90 | FALSE |
7 | GTEx | Adrenal Gland | MRPS18AP1 | 0.49 | 0.45 | enet | 20 | 0.46 | 1.7e-18 | -4.8 | -5.4 | 7.0e-08 | 0.86 | 0.25 | 0.75 | FALSE |
8 | GTEx | Artery Aorta | ZNF589 | 0.32 | 0.43 | lasso | 4 | 0.44 | 4.6e-26 | -5.0 | -5.4 | 7.2e-08 | 0.88 | 0.97 | 0.03 | FALSE |
9 | GTEx | Artery Aorta | MRPS18AP1 | 0.45 | 0.37 | lasso | 8 | 0.42 | 5.4e-25 | -5.0 | -5.2 | 2.4e-07 | 0.89 | 0.91 | 0.09 | FALSE |
10 | GTEx | Artery Tibial | CDC25A | 0.23 | 0.27 | lasso | 5 | 0.27 | 5.8e-21 | -5.0 | -5.2 | 2.0e-07 | 0.86 | 0.98 | 0.02 | FALSE |
11 | GTEx | Artery Tibial | FCF1P2 | 0.17 | 0.24 | enet | 23 | 0.25 | 1.7e-19 | -5.0 | 5.3 | 1.3e-07 | -0.89 | 0.96 | 0.04 | FALSE |
12 | GTEx | Brain Cerebellum | MRPS18AP1 | 0.56 | 0.51 | lasso | 24 | 0.50 | 4.8e-17 | -4.8 | -5.3 | 1.4e-07 | 0.91 | 0.57 | 0.43 | FALSE |
13 | GTEx | Breast Mammary Tissue | ZNF589 | 0.29 | 0.25 | lasso | 20 | 0.30 | 4.9e-16 | -4.8 | -5.3 | 1.3e-07 | 0.86 | 0.96 | 0.04 | FALSE |
14 | GTEx | Breast Mammary Tissue | NME6 | 0.11 | 0.08 | enet | 21 | 0.12 | 5.6e-07 | -5.0 | 5.3 | 1.2e-07 | -0.70 | 0.46 | 0.30 | FALSE |
15 | GTEx | Breast Mammary Tissue | FCF1P2 | 0.07 | 0.04 | lasso | 7 | 0.02 | 5.1e-02 | -6.7 | 6.6 | 3.7e-11 | -1.00 | 0.01 | 0.96 | TRUE |
16 | GTEx | Breast Mammary Tissue (Male) | ZNF589 | 0.15 | 0.15 | lasso | 17 | 0.11 | 1.5e-03 | -5.0 | -5.4 | 6.1e-08 | 0.83 | 0.12 | 0.59 | FALSE |
17 | GTEx | Breast Mammary Tissue (Male) | FCF1P2 | 0.09 | 0.01 | lasso | 4 | 0.03 | 8.6e-02 | -3.9 | 5.5 | 3.1e-08 | -0.88 | 0.03 | 0.71 | FALSE |
18 | GTEx | Breast Mammary Tissue (Female) | ZNF589 | 0.29 | 0.21 | lasso | 8 | 0.20 | 1.3e-06 | -4.8 | -5.5 | 2.8e-08 | 0.91 | 0.14 | 0.83 | FALSE |
19 | GTEx | Breast Mammary Tissue (Female) | NME6 | 0.05 | -0.01 | lasso | 2 | 0.03 | 3.5e-02 | -5.0 | 5.5 | 2.8e-08 | -0.70 | 0.04 | 0.21 | FALSE |
20 | GTEx | Esophagus Mucosa | MAP4 | 0.05 | 0.04 | lasso | 4 | 0.02 | 2.3e-02 | -4.8 | 5.4 | 7.3e-08 | -0.91 | 0.09 | 0.81 | FALSE |
21 | GTEx | Esophagus Mucosa | FCF1P2 | 0.13 | 0.14 | lasso | 11 | 0.14 | 1.7e-09 | -4.8 | 5.1 | 2.9e-07 | -0.87 | 0.83 | 0.17 | FALSE |
22 | GTEx | Esophagus Muscularis | FCF1P2 | 0.17 | 0.10 | lasso | 19 | 0.09 | 6.3e-06 | -4.8 | 5.1 | 2.8e-07 | -0.89 | 0.24 | 0.75 | FALSE |
23 | GTEx | Esophagus Muscularis | MRPS18AP1 | 0.45 | 0.51 | lasso | 8 | 0.57 | 6.3e-42 | -4.9 | -5.2 | 2.6e-07 | 0.89 | 0.99 | 0.01 | FALSE |
24 | GTEx | Heart Atrial Appendage | CDC25A | 0.23 | 0.26 | enet | 23 | 0.26 | 4.0e-12 | -5.0 | -5.2 | 1.5e-07 | 0.84 | 0.87 | 0.13 | FALSE |
25 | GTEx | Lung | ZNF589 | 0.13 | 0.12 | enet | 23 | 0.13 | 3.1e-10 | -4.9 | -5.3 | 1.3e-07 | 0.90 | 0.10 | 0.90 | FALSE |
26 | GTEx | Lung | MRPS18AP1 | 0.33 | 0.35 | lasso | 9 | 0.36 | 3.3e-28 | -4.8 | -5.4 | 5.5e-08 | 0.94 | 0.72 | 0.28 | FALSE |
27 | GTEx | Ovary | ZNF589 | 0.28 | 0.29 | lasso | 3 | 0.26 | 4.0e-07 | -4.8 | -5.4 | 6.2e-08 | 0.90 | 0.08 | 0.91 | FALSE |
28 | GTEx | Ovary | MRPS18AP1 | 0.53 | 0.33 | lasso | 8 | 0.43 | 7.8e-12 | -5.0 | -5.8 | 5.7e-09 | 0.94 | 0.05 | 0.95 | FALSE |
29 | GTEx | Pancreas | CDC25A | 0.29 | 0.27 | lasso | 3 | 0.27 | 1.2e-11 | -5.0 | -5.2 | 1.9e-07 | 0.86 | 0.70 | 0.30 | FALSE |
30 | GTEx | Pituitary | SLC26A6 | 0.16 | 0.18 | lasso | 8 | 0.14 | 2.0e-04 | -6.4 | -6.5 | 9.0e-11 | 0.98 | 0.02 | 0.85 | FALSE |
31 | GTEx | Prostate | CDC25A | 0.18 | 0.14 | lasso | 4 | 0.16 | 7.9e-05 | -6.5 | -6.1 | 1.0e-09 | 0.95 | 0.03 | 0.91 | FALSE |
32 | GTEx | Prostate | MRPS18AP1 | 0.29 | 0.32 | lasso | 5 | 0.36 | 6.8e-10 | -5.0 | -5.7 | 1.3e-08 | 0.91 | 0.05 | 0.95 | FALSE |
33 | GTEx | Skin Not Sun Exposed Suprapubic | NME6 | 0.24 | 0.18 | enet | 20 | 0.18 | 6.0e-10 | -5.0 | 5.5 | 4.4e-08 | -0.82 | 0.98 | 0.02 | FALSE |
34 | GTEx | Skin Not Sun Exposed Suprapubic | MRPS18AP1 | 0.47 | 0.44 | lasso | 9 | 0.50 | 2.3e-31 | -4.8 | -5.2 | 2.2e-07 | 0.90 | 0.99 | 0.01 | FALSE |
35 | GTEx | Skin Sun Exposed Lower leg | ZNF589 | 0.43 | 0.39 | enet | 35 | 0.40 | 1.7e-35 | -4.8 | -5.4 | 6.4e-08 | 0.91 | 0.90 | 0.10 | FALSE |
36 | GTEx | Skin Sun Exposed Lower leg | NME6 | 0.16 | 0.17 | lasso | 11 | 0.20 | 1.5e-16 | -5.0 | 5.1 | 2.9e-07 | -0.88 | 0.94 | 0.06 | FALSE |
37 | GTEx | Skin Sun Exposed Lower leg | FCF1P2 | 0.09 | 0.09 | lasso | 9 | 0.10 | 5.5e-09 | -5.0 | 5.1 | 2.7e-07 | -0.84 | 0.94 | 0.06 | FALSE |
38 | GTEx | Spleen | ZNF589 | 0.29 | 0.13 | lasso | 13 | 0.16 | 5.1e-05 | -4.4 | -5.4 | 7.0e-08 | 0.93 | 0.08 | 0.90 | FALSE |
39 | GTEx | Spleen | MRPS18AP1 | 0.36 | 0.20 | lasso | 18 | 0.31 | 8.5e-09 | -6.6 | -5.7 | 1.6e-08 | 0.95 | 0.05 | 0.95 | FALSE |
40 | GTEx | Stomach | CDC25A | 0.29 | 0.05 | lasso | 3 | 0.00 | 2.5e-01 | -5.0 | -5.1 | 3.0e-07 | 0.88 | 0.05 | 0.84 | FALSE |
41 | GTEx | Stomach | ZNF589 | 0.25 | 0.27 | lasso | 18 | 0.33 | 2.5e-16 | -4.9 | -5.4 | 7.9e-08 | 0.91 | 0.22 | 0.78 | FALSE |
42 | GTEx | Stomach | NME6 | 0.14 | 0.17 | lasso | 8 | 0.17 | 1.8e-08 | -5.0 | 5.3 | 1.2e-07 | -0.83 | 0.89 | 0.10 | FALSE |
43 | GTEx | Stomach | FCF1P2 | 0.12 | 0.05 | enet | 5 | 0.03 | 1.3e-02 | -6.7 | 6.2 | 7.4e-10 | -0.96 | 0.03 | 0.90 | FALSE |
44 | GTEx | Stomach | MRPS18AP1 | 0.29 | 0.35 | lasso | 4 | 0.42 | 7.0e-22 | -4.9 | -5.3 | 1.4e-07 | 0.90 | 0.33 | 0.67 | FALSE |
45 | GTEx | Testis | ZNF589 | 0.48 | 0.42 | enet | 33 | 0.48 | 4.0e-24 | -5.0 | -5.3 | 1.1e-07 | 0.91 | 0.67 | 0.33 | FALSE |
46 | GTEx | Testis | NME6 | 0.06 | 0.06 | lasso | 5 | 0.04 | 8.7e-03 | -5.0 | 5.4 | 8.3e-08 | -0.89 | 0.05 | 0.84 | FALSE |
47 | GTEx | Thyroid | MAP4 | 0.07 | 0.05 | lasso | 12 | 0.05 | 1.6e-04 | -6.4 | -6.1 | 1.0e-09 | 0.96 | 0.03 | 0.97 | FALSE |
48 | GTEx | Thyroid | CDC25A | 0.24 | 0.33 | enet | 28 | 0.34 | 2.3e-26 | -5.0 | -5.5 | 3.6e-08 | 0.89 | 0.94 | 0.06 | FALSE |
49 | GTEx | Thyroid | ZNF589 | 0.19 | 0.32 | lasso | 8 | 0.34 | 1.5e-26 | -5.0 | -5.3 | 1.4e-07 | 0.89 | 0.98 | 0.02 | FALSE |
50 | GTEx | Thyroid | FCF1P2 | 0.07 | 0.05 | lasso | 3 | 0.05 | 1.6e-04 | -4.9 | 5.3 | 1.1e-07 | -0.88 | 0.08 | 0.91 | FALSE |
51 | GTEx | Thyroid | MRPS18AP1 | 0.33 | 0.44 | lasso | 9 | 0.52 | 2.5e-46 | -5.0 | -5.5 | 3.2e-08 | 0.91 | 0.98 | 0.02 | FALSE |
52 | NTR | Blood | ZNF589 | 0.02 | 0.02 | lasso | 8 | 0.02 | 2.8e-06 | -6.6 | -6.5 | 6.4e-11 | 0.97 | 0.01 | 0.99 | FALSE |
53 | ROSMAP | Brain Pre-frontal Cortex | NME6 | 0.09 | 0.17 | lasso | 5 | 0.18 | 7.1e-23 | -5.0 | 5.2 | 2.0e-07 | -0.87 | 0.97 | 0.03 | FALSE |
54 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | NME6 | 0.04 | 0.04 | blup | 33 | 0.04 | 1.6e-05 | -4.9 | 5.2 | 1.8e-07 | -0.87 | 0.02 | 0.97 | FALSE |
55 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | CDC25A | 0.05 | 0.04 | blup | 19 | 0.04 | 3.7e-03 | -4.8 | -5.7 | 9.4e-09 | 0.94 | 0.01 | 0.78 | FALSE |
56 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | ZNF589 | 0.09 | 0.05 | blup | 32 | 0.04 | 1.6e-03 | -5.0 | -5.3 | 1.0e-07 | 0.82 | 0.02 | 0.89 | FALSE |
57 | The Cancer Genome Atlas | Brain Lower Grade Glioma | CDC25A | 0.02 | 0.00 | blup | 20 | 0.01 | 5.0e-02 | -6.4 | -6.1 | 1.1e-09 | 0.97 | 0.01 | 0.64 | FALSE |
58 | The Cancer Genome Atlas | Lung Adenocarcinoma | CDC25A | 0.02 | 0.01 | blup | 20 | 0.01 | 6.7e-03 | -4.8 | -5.9 | 2.8e-09 | 0.91 | 0.01 | 0.71 | FALSE |
59 | The Cancer Genome Atlas | Prostate Adenocarcinoma | ZNF589 | 0.13 | 0.10 | blup | 32 | 0.11 | 3.2e-11 | -5.0 | -5.2 | 1.7e-07 | 0.87 | 0.03 | 0.97 | FALSE |
60 | The Cancer Genome Atlas | Thyroid Carcinoma | CDC25A | 0.11 | 0.19 | lasso | 3 | 0.19 | 8.3e-18 | -5.0 | -5.2 | 2.0e-07 | 0.86 | 0.81 | 0.19 | FALSE |