Best TWAS P=5.96e-17 · Best GWAS P=8.69e-17 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 | SLC15A2 | 0.07 | 0.08 | lasso | 6 | 0.08 | 1.7e-09 | 5.4 | -5.7 | 1.1e-08 | 0.53 | 0.98 | 0.02 | FALSE |
2 | GTEx | Brain Cerebellar Hemisphere | SLC15A2 | 0.17 | 0.03 | lasso | 15 | 0.02 | 9.7e-02 | -8.1 | -8.4 | 6.0e-17 | 0.99 | 0.04 | 0.86 | TRUE |
3 | GTEx | Brain Cerebellar Hemisphere | IQCB1 | 0.27 | 0.24 | lasso | 7 | 0.25 | 5.1e-07 | -6.2 | -5.9 | 3.0e-09 | 0.47 | 0.38 | 0.06 | FALSE |
4 | GTEx | Brain Cerebellum | SLC15A2 | 0.33 | 0.47 | lasso | 18 | 0.44 | 1.8e-14 | -8.2 | -8.2 | 2.2e-16 | 1.00 | 0.03 | 0.97 | FALSE |
5 | GTEx | Brain Frontal Cortex BA9 | IQCB1 | 0.34 | 0.24 | enet | 48 | 0.22 | 1.7e-06 | -6.0 | -5.3 | 1.4e-07 | 0.48 | 0.27 | 0.41 | FALSE |
6 | GTEx | Brain Hypothalamus | IQCB1 | 0.24 | 0.24 | lasso | 3 | 0.22 | 6.5e-06 | -6.0 | -6.0 | 2.1e-09 | 0.48 | 0.11 | 0.38 | FALSE |
7 | GTEx | Brain Nucleus accumbens basal ganglia | IQCB1 | 0.37 | 0.24 | lasso | 11 | 0.30 | 1.2e-08 | 3.0 | -5.4 | 6.8e-08 | 0.35 | 0.78 | 0.04 | FALSE |
8 | GTEx | Breast Mammary Tissue | IQCB1 | 0.36 | 0.22 | enet | 23 | 0.33 | 2.3e-17 | -6.0 | -5.9 | 4.7e-09 | 0.47 | 1.00 | 0.00 | FALSE |
9 | GTEx | Breast Mammary Tissue (Female) | IQCB1 | 0.33 | 0.10 | lasso | 11 | 0.22 | 3.1e-07 | -3.3 | -5.4 | 5.6e-08 | 0.48 | 0.25 | 0.62 | FALSE |
10 | GTEx | Esophagus Muscularis | SLC15A2 | 0.12 | 0.01 | enet | 19 | 0.04 | 2.7e-03 | -7.4 | -7.7 | 1.4e-14 | 0.68 | 0.06 | 0.87 | FALSE |
11 | GTEx | Heart Atrial Appendage | SLC15A2 | 0.23 | 0.25 | lasso | 14 | 0.24 | 2.3e-11 | -8.3 | -8.1 | 6.9e-16 | 1.00 | 0.03 | 0.97 | FALSE |
12 | GTEx | Heart Left Ventricle | SLC15A2 | 0.16 | 0.19 | lasso | 6 | 0.20 | 8.6e-11 | -8.1 | -8.1 | 7.7e-16 | 0.99 | 0.03 | 0.97 | FALSE |
13 | GTEx | Liver | EAF2 | 0.16 | 0.06 | enet | 32 | 0.07 | 5.4e-03 | -7.2 | -6.5 | 9.1e-11 | 0.66 | 0.07 | 0.51 | FALSE |
14 | GTEx | Muscle Skeletal | EAF2 | 0.05 | 0.04 | lasso | 6 | 0.02 | 1.5e-03 | -6.5 | -6.7 | 2.8e-11 | 0.61 | 0.07 | 0.68 | FALSE |
15 | GTEx | Muscle Skeletal | SLC15A2 | 0.11 | 0.05 | enet | 43 | 0.07 | 8.4e-08 | -8.2 | -6.6 | 3.5e-11 | 0.83 | 0.03 | 0.97 | FALSE |
16 | GTEx | Nerve Tibial | SLC15A2 | 0.08 | 0.10 | lasso | 8 | 0.07 | 8.0e-06 | -8.2 | -7.8 | 5.6e-15 | 0.99 | 0.03 | 0.97 | FALSE |
17 | GTEx | Pituitary | IQCB1 | 0.29 | 0.14 | enet | 19 | 0.24 | 1.1e-06 | -3.3 | -5.6 | 2.6e-08 | 0.49 | 0.22 | 0.50 | FALSE |
18 | GTEx | Skin Sun Exposed Lower leg | EAF2 | 0.10 | 0.02 | lasso | 7 | 0.06 | 8.8e-06 | -6.5 | -5.2 | 2.6e-07 | 0.39 | 0.37 | 0.35 | FALSE |
19 | GTEx | Skin Sun Exposed Lower leg | IQCB1 | 0.28 | 0.15 | lasso | 5 | 0.26 | 6.1e-22 | -6.2 | -5.4 | 5.5e-08 | 0.45 | 1.00 | 0.00 | FALSE |
20 | GTEx | Spleen | IQCB1 | 0.29 | 0.08 | enet | 18 | 0.12 | 6.9e-04 | -6.0 | -5.7 | 1.1e-08 | 0.43 | 0.08 | 0.20 | FALSE |
21 | GTEx | Whole Blood | IQCB1 | 0.14 | 0.04 | enet | 36 | 0.07 | 2.6e-07 | 5.1 | -6.0 | 2.3e-09 | 0.53 | 0.98 | 0.02 | FALSE |
22 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | EAF2 | 0.06 | 0.02 | enet | 8 | 0.02 | 9.3e-04 | 3.1 | -5.7 | 1.1e-08 | 0.35 | 0.15 | 0.04 | FALSE |
23 | The Cancer Genome Atlas | Brain Lower Grade Glioma | EAF2 | 0.05 | 0.01 | blup | 70 | 0.04 | 3.3e-05 | -8.3 | -6.5 | 8.3e-11 | 0.78 | 0.03 | 0.96 | FALSE |
24 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | IQCB1 | 0.17 | 0.06 | enet | 6 | 0.07 | 1.3e-08 | -3.3 | -5.2 | 1.7e-07 | 0.45 | 0.92 | 0.06 | FALSE |
25 | The Cancer Genome Atlas | Rectum Adenocarcinoma | IQCB1 | 0.23 | 0.18 | lasso | 7 | 0.14 | 4.8e-04 | -6.0 | -5.7 | 1.3e-08 | 0.51 | 0.04 | 0.49 | FALSE |
26 | The Cancer Genome Atlas | Thyroid Carcinoma | ILDR1 | 0.06 | 0.00 | blup | 48 | 0.02 | 3.5e-03 | 5.1 | 5.6 | 2.4e-08 | -0.62 | 0.01 | 0.54 | FALSE |
27 | The Cancer Genome Atlas | Thyroid Carcinoma | SLC15A2 | 0.06 | 0.04 | blup | 73 | 0.05 | 8.0e-06 | 5.1 | 7.5 | 5.7e-14 | -0.80 | 0.10 | 0.88 | FALSE |