Best TWAS P=4.64e-22 · Best GWAS P=4.46e-19 conditioned to 0.00426
# | 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 | RSRC1 | 0.04 | 0.01 | bslmm | 536 | 0.01 | 4.8e-02 | -3.69 | 6.8 | 1.5e-11 | 0.51 | 0.14 | 0.12 | FALSE |
2 | GTEx | Adipose Subcutaneous | RSRC1 | 0.15 | 0.17 | lasso | 4 | 0.18 | 9.7e-15 | -8.34 | 8.4 | 4.8e-17 | 0.49 | 0.32 | 0.68 | FALSE |
3 | GTEx | Adipose Subcutaneous | RP11-538P18.2 | 0.15 | 0.15 | lasso | 7 | 0.18 | 9.4e-15 | -8.35 | 8.9 | 3.6e-19 | 0.59 | 0.29 | 0.71 | FALSE |
4 | GTEx | Adipose Visceral Omentum | RSRC1 | 0.16 | 0.08 | enet | 12 | 0.09 | 2.5e-05 | -7.51 | 8.3 | 8.2e-17 | 0.65 | 0.04 | 0.96 | FALSE |
5 | GTEx | Adipose Visceral Omentum | RP11-538P18.2 | 0.23 | 0.10 | enet | 22 | 0.16 | 1.2e-08 | -7.43 | 7.8 | 5.3e-15 | 0.57 | 0.05 | 0.95 | FALSE |
6 | GTEx | Artery Aorta | RSRC1 | 0.09 | 0.04 | lasso | 5 | 0.03 | 1.4e-02 | -8.76 | 8.0 | 1.4e-15 | 0.66 | 0.02 | 0.96 | FALSE |
7 | GTEx | Artery Aorta | RP11-538P18.2 | 0.11 | 0.09 | lasso | 3 | 0.08 | 2.9e-05 | -8.17 | 9.3 | 2.2e-20 | 0.67 | 0.03 | 0.97 | FALSE |
8 | GTEx | Artery Coronary | RP11-538P18.2 | 0.11 | 0.16 | lasso | 4 | 0.10 | 3.2e-04 | -8.78 | 8.9 | 5.4e-19 | 0.82 | 0.02 | 0.97 | FALSE |
9 | GTEx | Artery Tibial | RSRC1 | 0.13 | 0.13 | lasso | 6 | 0.11 | 3.5e-09 | -8.34 | 8.8 | 1.4e-18 | 0.56 | 0.34 | 0.66 | FALSE |
10 | GTEx | Artery Tibial | RP11-538P18.2 | 0.17 | 0.14 | enet | 24 | 0.21 | 3.7e-16 | -8.34 | 9.0 | 3.2e-19 | 0.69 | 0.36 | 0.64 | FALSE |
11 | GTEx | Brain Cerebellar Hemisphere | RP11-538P18.2 | 0.17 | 0.11 | lasso | 4 | 0.04 | 4.1e-02 | -8.13 | 8.7 | 2.8e-18 | 0.70 | 0.03 | 0.72 | FALSE |
12 | GTEx | Brain Cerebellum | RP11-538P18.2 | 0.19 | 0.06 | enet | 18 | 0.10 | 8.0e-04 | 6.89 | 8.2 | 2.6e-16 | 0.84 | 0.02 | 0.94 | FALSE |
13 | GTEx | Brain Cortex | RSRC1 | 0.43 | 0.02 | lasso | 7 | 0.00 | 2.3e-01 | -6.92 | 6.9 | 3.7e-12 | 0.36 | 0.08 | 0.06 | FALSE |
14 | GTEx | Breast Mammary Tissue | RSRC1 | 0.14 | 0.10 | lasso | 6 | 0.13 | 4.9e-07 | -8.34 | 8.2 | 2.0e-16 | 0.50 | 0.40 | 0.59 | FALSE |
15 | GTEx | Breast Mammary Tissue | RP11-538P18.2 | 0.17 | 0.14 | lasso | 6 | 0.16 | 1.2e-08 | -8.35 | 8.6 | 8.1e-18 | 0.53 | 0.49 | 0.51 | FALSE |
16 | GTEx | Breast Mammary Tissue (Male) | RSRC1 | 0.24 | 0.10 | lasso | 5 | 0.19 | 3.4e-05 | -8.34 | 8.3 | 1.2e-16 | 0.51 | 0.09 | 0.19 | FALSE |
17 | GTEx | Breast Mammary Tissue (Male) | RP11-538P18.2 | 0.30 | 0.11 | lasso | 6 | 0.10 | 3.3e-03 | -8.34 | 7.8 | 5.2e-15 | 0.49 | 0.05 | 0.25 | FALSE |
18 | GTEx | Breast Mammary Tissue (Female) | RSRC1 | 0.24 | 0.05 | enet | 43 | 0.13 | 1.4e-04 | -8.17 | 6.3 | 2.7e-10 | 0.47 | 0.26 | 0.24 | FALSE |
19 | GTEx | Breast Mammary Tissue (Female) | RP11-538P18.2 | 0.20 | 0.14 | enet | 13 | 0.17 | 9.4e-06 | -7.72 | 8.1 | 3.8e-16 | 0.52 | 0.60 | 0.16 | FALSE |
20 | GTEx | Cells Transformed fibroblasts | RP11-538P18.2 | 0.10 | 0.08 | enet | 10 | 0.13 | 5.1e-10 | -8.35 | 9.7 | 4.6e-22 | 0.72 | 0.03 | 0.97 | TRUE |
21 | GTEx | Colon Sigmoid | RP11-538P18.2 | 0.11 | 0.05 | lasso | 8 | 0.08 | 7.6e-04 | 2.87 | 6.1 | 9.0e-10 | 0.49 | 0.10 | 0.30 | FALSE |
22 | GTEx | Colon Transverse | RP11-538P18.2 | 0.07 | 0.10 | lasso | 6 | 0.08 | 8.4e-05 | -8.35 | 7.3 | 3.6e-13 | 0.37 | 0.04 | 0.91 | FALSE |
23 | GTEx | Esophagus Gastroesophageal Junction | RP11-538P18.2 | 0.21 | 0.12 | lasso | 4 | 0.12 | 3.5e-05 | -7.32 | 8.4 | 6.0e-17 | 0.60 | 0.09 | 0.85 | FALSE |
24 | GTEx | Esophagus Mucosa | RSRC1 | 0.09 | 0.02 | enet | 20 | 0.04 | 9.3e-04 | -7.51 | 6.3 | 2.9e-10 | 0.44 | 0.04 | 0.91 | FALSE |
25 | GTEx | Esophagus Mucosa | MLF1 | 0.22 | 0.30 | lasso | 5 | 0.28 | 2.6e-19 | 6.89 | 6.7 | 2.7e-11 | 0.72 | 1.00 | 0.00 | FALSE |
26 | GTEx | Esophagus Mucosa | RP11-538P18.2 | 0.12 | 0.10 | lasso | 5 | 0.14 | 1.9e-09 | -8.34 | 7.9 | 2.0e-15 | 0.59 | 0.04 | 0.96 | FALSE |
27 | GTEx | Esophagus Muscularis | RSRC1 | 0.06 | 0.09 | lasso | 3 | 0.10 | 1.7e-06 | -8.78 | -8.8 | 1.7e-18 | -0.83 | 0.02 | 0.98 | FALSE |
28 | GTEx | Esophagus Muscularis | RP11-538P18.2 | 0.11 | 0.16 | lasso | 5 | 0.15 | 1.2e-09 | -8.78 | -8.5 | 1.5e-17 | -0.81 | 0.01 | 0.99 | FALSE |
29 | GTEx | Heart Atrial Appendage | RP11-379F4.7 | 0.07 | 0.09 | enet | 11 | 0.01 | 1.4e-01 | -8.78 | -6.8 | 8.3e-12 | -0.79 | 0.02 | 0.94 | FALSE |
30 | GTEx | Lung | RSRC1 | 0.09 | 0.05 | enet | 12 | 0.06 | 3.5e-05 | -8.07 | 8.5 | 1.8e-17 | 0.42 | 0.44 | 0.52 | FALSE |
31 | GTEx | Lung | RP11-538P18.2 | 0.16 | 0.11 | enet | 17 | 0.17 | 6.6e-13 | -7.98 | 9.5 | 3.3e-21 | 0.69 | 0.72 | 0.28 | FALSE |
32 | GTEx | Lung | RP11-379F4.7 | 0.05 | 0.01 | lasso | 3 | 0.01 | 1.2e-01 | -7.54 | -7.7 | 9.9e-15 | -0.66 | 0.08 | 0.58 | FALSE |
33 | GTEx | Muscle Skeletal | RSRC1 | 0.11 | 0.06 | lasso | 2 | 0.04 | 1.5e-04 | -8.34 | 8.3 | 8.9e-17 | 0.50 | 0.30 | 0.56 | FALSE |
34 | GTEx | Muscle Skeletal | RP11-538P18.2 | 0.09 | 0.08 | lasso | 2 | 0.05 | 1.3e-05 | -8.34 | 8.9 | 3.7e-19 | 0.60 | 0.23 | 0.77 | FALSE |
35 | GTEx | Nerve Tibial | RSRC1 | 0.10 | 0.15 | lasso | 3 | 0.12 | 9.9e-09 | -8.34 | 8.7 | 2.6e-18 | 0.55 | 0.33 | 0.67 | FALSE |
36 | GTEx | Nerve Tibial | RP11-538P18.2 | 0.21 | 0.18 | enet | 16 | 0.20 | 2.1e-14 | -8.34 | 9.3 | 9.2e-21 | 0.66 | 0.34 | 0.66 | FALSE |
37 | GTEx | Ovary | RP11-538P18.2 | 0.23 | 0.08 | lasso | 6 | 0.13 | 4.5e-04 | -8.35 | 9.4 | 5.5e-21 | 0.76 | 0.05 | 0.49 | FALSE |
38 | GTEx | Pancreas | RP11-538P18.2 | 0.14 | 0.02 | lasso | 11 | 0.02 | 5.3e-02 | -7.83 | 9.2 | 5.4e-20 | 0.73 | 0.15 | 0.39 | FALSE |
39 | GTEx | Pituitary | RP11-538P18.2 | 0.17 | 0.03 | lasso | 8 | 0.03 | 6.9e-02 | -8.35 | 7.1 | 1.2e-12 | 0.38 | 0.04 | 0.62 | FALSE |
40 | GTEx | Skin Not Sun Exposed Suprapubic | RSRC1 | 0.07 | 0.09 | lasso | 2 | 0.06 | 3.7e-04 | -8.34 | 8.3 | 1.1e-16 | 0.54 | 0.24 | 0.40 | FALSE |
41 | GTEx | Skin Not Sun Exposed Suprapubic | RP11-538P18.2 | 0.09 | 0.10 | enet | 13 | 0.12 | 6.8e-07 | -7.72 | 8.9 | 4.2e-19 | 0.65 | 0.39 | 0.60 | FALSE |
42 | GTEx | Skin Sun Exposed Lower leg | RSRC1 | 0.09 | 0.09 | lasso | 2 | 0.08 | 4.4e-07 | -8.34 | 8.7 | 2.7e-18 | 0.57 | 0.33 | 0.66 | FALSE |
43 | GTEx | Skin Sun Exposed Lower leg | RP11-538P18.2 | 0.13 | 0.12 | enet | 11 | 0.14 | 7.8e-12 | -8.34 | 9.1 | 6.0e-20 | 0.71 | 0.13 | 0.87 | FALSE |
44 | GTEx | Stomach | RSRC1 | 0.08 | 0.06 | lasso | 3 | 0.07 | 2.9e-04 | -8.66 | 9.3 | 1.3e-20 | 0.73 | 0.04 | 0.95 | FALSE |
45 | GTEx | Stomach | RP11-538P18.2 | 0.06 | 0.04 | lasso | 2 | 0.04 | 3.4e-03 | -8.35 | 8.5 | 1.7e-17 | 0.51 | 0.09 | 0.76 | FALSE |
46 | GTEx | Thyroid | RSRC1 | 0.07 | 0.04 | lasso | 7 | 0.02 | 8.5e-03 | -7.47 | 7.8 | 7.0e-15 | 0.68 | 0.06 | 0.93 | FALSE |
47 | GTEx | Thyroid | RP11-538P18.2 | 0.14 | 0.13 | lasso | 5 | 0.12 | 1.2e-09 | -8.34 | 9.1 | 1.2e-19 | 0.66 | 0.27 | 0.73 | FALSE |
48 | GTEx | Vagina | RP11-538P18.2 | 0.25 | 0.19 | lasso | 3 | 0.18 | 6.7e-05 | -8.01 | 8.6 | 6.8e-18 | 0.69 | 0.05 | 0.69 | FALSE |
49 | METSIM | Adipose | RSRC1 | 0.14 | 0.19 | blup | 532 | 0.21 | 6.0e-31 | -8.35 | 8.0 | 1.1e-15 | 0.47 | 0.31 | 0.69 | FALSE |
50 | YFS | Blood | RSRC1 | 0.13 | 0.13 | enet | 26 | 0.17 | 8.8e-54 | -8.55 | 8.6 | 9.7e-18 | 0.53 | 0.07 | 0.93 | FALSE |
51 | The Cancer Genome Atlas | Breast Invasive Carcinoma | RSRC1 | 0.04 | 0.03 | enet | 11 | 0.04 | 4.5e-09 | -8.02 | 8.6 | 5.9e-18 | 0.75 | 0.02 | 0.98 | FALSE |
52 | The Cancer Genome Atlas | Colon Adenocarcinoma | MLF1 | 0.06 | 0.04 | blup | 45 | 0.04 | 2.0e-03 | 8.93 | 6.7 | 2.8e-11 | 0.89 | 0.00 | 0.86 | FALSE |
53 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | MLF1 | 0.03 | 0.00 | blup | 45 | 0.01 | 1.3e-02 | -0.82 | 5.3 | 1.4e-07 | 0.31 | 0.02 | 0.08 | FALSE |
54 | The Cancer Genome Atlas | Brain Lower Grade Glioma | RSRC1 | 0.05 | 0.03 | blup | 154 | 0.01 | 7.9e-03 | -7.32 | 8.7 | 3.5e-18 | 0.55 | 0.18 | 0.32 | FALSE |
55 | The Cancer Genome Atlas | Testicular Germ Cell Tumors | GFM1 | 0.28 | 0.16 | lasso | 7 | 0.14 | 1.5e-05 | 6.62 | 6.0 | 2.1e-09 | 0.66 | 0.00 | 0.99 | FALSE |