Best TWAS P=2.04e-11 · Best GWAS P=2.26e-11 conditioned to 0.0449
# | 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 | TRMT61A | 0.06 | 0.03 | lasso | 3 | 0.04 | 6.6e-06 | -6.1 | 5.8 | 8.4e-09 | -0.83 | 0.04 | 0.96 | FALSE |
2 | GTEx | Adipose Subcutaneous | RP11-73M18.6 | 0.08 | 0.05 | lasso | 4 | 0.05 | 3.7e-05 | -6.1 | 6.4 | 1.5e-10 | -0.96 | 0.02 | 0.97 | FALSE |
3 | GTEx | Adipose Visceral Omentum | RP11-73M18.8 | 0.16 | 0.07 | lasso | 5 | 0.10 | 1.1e-05 | -6.0 | 6.4 | 1.6e-10 | -0.88 | 0.06 | 0.92 | FALSE |
4 | GTEx | Adrenal Gland | RP11-73M18.8 | 0.16 | 0.09 | lasso | 4 | 0.06 | 3.2e-03 | -6.7 | 6.3 | 3.7e-10 | -0.95 | 0.01 | 0.98 | FALSE |
5 | GTEx | Artery Aorta | RP11-73M18.8 | 0.08 | 0.05 | lasso | 3 | 0.07 | 8.0e-05 | 3.4 | 5.2 | 1.8e-07 | -0.62 | 0.13 | 0.66 | FALSE |
6 | GTEx | Brain Cortex | RP11-73M18.8 | 0.35 | 0.13 | enet | 34 | 0.25 | 1.2e-07 | 3.7 | 5.7 | 9.6e-09 | -0.61 | 0.35 | 0.60 | FALSE |
7 | GTEx | Brain Nucleus accumbens basal ganglia | RP11-73M18.8 | 0.12 | 0.03 | lasso | 4 | 0.01 | 1.4e-01 | -5.8 | 6.1 | 9.7e-10 | -0.78 | 0.04 | 0.48 | FALSE |
8 | GTEx | Breast Mammary Tissue | XRCC3 | 0.15 | 0.01 | enet | 37 | 0.01 | 1.0e-01 | 3.4 | 5.3 | 1.4e-07 | -0.51 | 0.49 | 0.44 | FALSE |
9 | GTEx | Breast Mammary Tissue | RP11-73M18.8 | 0.19 | 0.14 | enet | 21 | 0.26 | 2.0e-13 | 3.6 | 5.8 | 7.0e-09 | -0.69 | 0.30 | 0.70 | FALSE |
10 | GTEx | Breast Mammary Tissue (Female) | XRCC3 | 0.19 | 0.03 | enet | 27 | 0.09 | 1.5e-03 | 3.3 | 5.4 | 6.0e-08 | -0.58 | 0.22 | 0.33 | FALSE |
11 | GTEx | Breast Mammary Tissue (Female) | RP11-73M18.8 | 0.21 | 0.09 | enet | 12 | 0.16 | 1.3e-05 | -5.0 | 6.2 | 4.4e-10 | -0.82 | 0.04 | 0.94 | FALSE |
12 | GTEx | Cells Transformed fibroblasts | XRCC3 | 0.24 | 0.04 | enet | 34 | 0.08 | 2.7e-06 | 3.4 | 5.5 | 3.4e-08 | -0.51 | 0.88 | 0.09 | FALSE |
13 | GTEx | Cells Transformed fibroblasts | RP11-73M18.8 | 0.17 | 0.08 | enet | 15 | 0.10 | 3.1e-08 | -5.5 | 6.2 | 4.2e-10 | -0.87 | 0.07 | 0.93 | FALSE |
14 | GTEx | Cells Transformed fibroblasts | RP11-73M18.6 | 0.07 | 0.02 | lasso | 5 | 0.00 | 1.3e-01 | -5.7 | 5.7 | 1.6e-08 | -0.76 | 0.03 | 0.77 | FALSE |
15 | GTEx | Colon Transverse | RP11-73M18.8 | 0.26 | 0.04 | enet | 23 | 0.06 | 8.4e-04 | -6.1 | 6.3 | 2.8e-10 | -0.78 | 0.04 | 0.96 | FALSE |
16 | GTEx | Esophagus Mucosa | RP11-73M18.8 | 0.11 | 0.06 | lasso | 12 | 0.10 | 2.1e-07 | 3.4 | 5.8 | 8.9e-09 | -0.73 | 0.15 | 0.84 | FALSE |
17 | GTEx | Lung | RP11-73M18.8 | 0.11 | 0.08 | lasso | 2 | 0.05 | 1.0e-04 | -5.7 | 5.7 | 1.0e-08 | -0.73 | 0.29 | 0.62 | FALSE |
18 | GTEx | Nerve Tibial | TRMT61A | 0.10 | 0.00 | lasso | 5 | 0.01 | 1.0e-01 | -5.9 | 6.7 | 2.0e-11 | -0.83 | 0.14 | 0.68 | TRUE |
19 | GTEx | Skin Sun Exposed Lower leg | BAG5 | 0.06 | 0.05 | lasso | 1 | 0.06 | 1.8e-05 | -5.9 | 5.9 | 3.2e-09 | -0.91 | 0.06 | 0.92 | FALSE |
20 | GTEx | Skin Sun Exposed Lower leg | RP11-73M18.8 | 0.11 | 0.11 | lasso | 4 | 0.12 | 5.1e-10 | 3.4 | 5.5 | 3.4e-08 | -0.62 | 0.55 | 0.45 | FALSE |
21 | GTEx | Spleen | RP11-73M18.8 | 0.33 | 0.37 | lasso | 3 | 0.36 | 5.2e-10 | -6.2 | 6.2 | 7.3e-10 | -0.88 | 0.06 | 0.93 | FALSE |
22 | GTEx | Testis | XRCC3 | 0.17 | 0.10 | enet | 4 | 0.08 | 2.1e-04 | -5.9 | 6.0 | 1.5e-09 | -0.81 | 0.25 | 0.50 | FALSE |
23 | GTEx | Thyroid | XRCC3 | 0.12 | 0.07 | lasso | 6 | 0.05 | 1.3e-04 | -5.7 | 6.0 | 2.1e-09 | -0.75 | 0.19 | 0.64 | FALSE |
24 | GTEx | Thyroid | RP11-73M18.8 | 0.15 | 0.11 | enet | 12 | 0.10 | 2.8e-08 | -5.7 | 6.3 | 3.6e-10 | -0.71 | 0.39 | 0.61 | FALSE |
25 | GTEx | Uterus | RP11-73M18.8 | 0.34 | 0.12 | lasso | 5 | 0.18 | 1.6e-04 | -5.7 | 6.1 | 8.6e-10 | -0.76 | 0.05 | 0.66 | FALSE |
26 | GTEx | Whole Blood | RP11-73M18.8 | 0.13 | 0.10 | lasso | 5 | 0.14 | 1.4e-12 | 3.3 | 5.6 | 2.9e-08 | -0.75 | 0.13 | 0.87 | FALSE |
27 | METSIM | Adipose | BAG5 | 0.06 | 0.07 | lasso | 3 | 0.07 | 4.5e-10 | -5.8 | 5.8 | 5.5e-09 | -0.91 | 0.38 | 0.62 | FALSE |
28 | YFS | Blood | XRCC3 | 0.05 | 0.04 | lasso | 2 | 0.05 | 3.0e-17 | -5.9 | 5.7 | 1.4e-08 | -0.69 | 0.56 | 0.44 | FALSE |
29 | YFS | Blood | ZFYVE21 | 0.01 | 0.00 | blup | 339 | 0.00 | 8.9e-03 | -4.2 | 6.3 | 2.8e-10 | -0.75 | 0.02 | 0.92 | FALSE |
30 | The Cancer Genome Atlas | Breast Invasive Carcinoma | BAG5 | 0.01 | 0.02 | lasso | 3 | 0.01 | 7.6e-04 | -5.7 | 5.8 | 6.7e-09 | -0.93 | 0.02 | 0.89 | FALSE |
31 | The Cancer Genome Atlas | Cervical Squamous Cell Carcinoma | XRCC3 | 0.13 | 0.05 | blup | 46 | 0.06 | 4.6e-04 | 3.3 | 5.7 | 1.1e-08 | -0.68 | 0.01 | 0.87 | FALSE |
32 | The Cancer Genome Atlas | Esophageal Carcinoma | PPP1R13B | 0.26 | 0.03 | enet | 12 | 0.12 | 1.4e-04 | -6.1 | -6.2 | 4.4e-10 | 0.78 | 0.00 | 0.94 | FALSE |
33 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | BAG5 | 0.06 | 0.02 | blup | 30 | 0.03 | 1.4e-04 | -6.1 | 6.0 | 2.5e-09 | -0.84 | 0.08 | 0.80 | FALSE |
34 | The Cancer Genome Atlas | Brain Lower Grade Glioma | XRCC3 | 0.06 | 0.03 | blup | 46 | 0.06 | 2.3e-07 | 3.4 | 6.6 | 4.3e-11 | -0.71 | 0.02 | 0.97 | FALSE |
35 | The Cancer Genome Atlas | Lung Adenocarcinoma | XRCC3 | 0.04 | 0.02 | enet | 8 | 0.04 | 5.4e-06 | -5.7 | 5.2 | 2.3e-07 | -0.56 | 0.05 | 0.85 | FALSE |
36 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | BAG5 | 0.03 | 0.03 | lasso | 1 | 0.02 | 9.5e-04 | -6.7 | 6.7 | 2.8e-11 | -1.00 | 0.00 | 0.97 | FALSE |
37 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | TRMT61A | 0.02 | 0.00 | blup | 34 | 0.01 | 6.2e-02 | -5.8 | 5.6 | 2.1e-08 | -0.82 | 0.01 | 0.73 | FALSE |
38 | The Cancer Genome Atlas | Prostate Adenocarcinoma | BAG5 | 0.04 | 0.05 | lasso | 2 | 0.04 | 9.1e-05 | -5.8 | 5.8 | 6.7e-09 | -0.91 | 0.08 | 0.90 | FALSE |
39 | The Cancer Genome Atlas | Rectum Adenocarcinoma | BAG5 | 0.17 | -0.01 | blup | 32 | 0.02 | 1.3e-01 | -6.1 | 5.3 | 1.1e-07 | -0.84 | 0.01 | 0.33 | FALSE |
40 | The Cancer Genome Atlas | Skin Cutaneous Melanoma | ZFYVE21 | 0.34 | -0.01 | lasso | 7 | 0.07 | 8.0e-03 | -6.1 | -6.6 | 5.7e-11 | 0.74 | 0.00 | 0.48 | FALSE |