Best TWAS P=5.34e-17 · Best GWAS P=4.68e-15 conditioned to 0.00412
# | 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 | GTEx | Adipose Subcutaneous | CYP17A1-AS1 | 0.05 | 0.02 | enet | 10 | 0.03 | 2.8e-03 | -5.25 | -6.4 | 2.0e-10 | 0.68 | 0.20 | 0.47 | FALSE |
2 | GTEx | Artery Aorta | NT5C2 | 0.08 | 0.02 | lasso | 7 | 0.01 | 1.2e-01 | 2.93 | 5.2 | 1.8e-07 | -0.17 | 0.26 | 0.26 | FALSE |
3 | GTEx | Artery Aorta | ARL3 | 0.19 | 0.07 | lasso | 6 | 0.06 | 4.8e-04 | -4.85 | 5.5 | 4.4e-08 | -0.72 | 0.31 | 0.48 | FALSE |
4 | GTEx | Artery Tibial | NT5C2 | 0.06 | 0.04 | lasso | 9 | 0.02 | 1.5e-02 | -6.12 | 6.6 | 3.2e-11 | -0.40 | 0.13 | 0.67 | FALSE |
5 | GTEx | Artery Tibial | CYP17A1-AS1 | 0.08 | 0.08 | lasso | 8 | 0.06 | 2.8e-05 | -6.12 | -6.0 | 1.5e-09 | 0.36 | 0.18 | 0.80 | FALSE |
6 | GTEx | Brain Cortex | CYP17A1-AS1 | 0.15 | 0.13 | lasso | 7 | 0.14 | 1.3e-04 | -5.59 | -5.6 | 1.8e-08 | 0.35 | 0.16 | 0.50 | FALSE |
7 | GTEx | Brain Nucleus accumbens basal ganglia | CYP17A1-AS1 | 0.39 | 0.22 | lasso | 3 | 0.19 | 8.2e-06 | -5.57 | -5.1 | 3.0e-07 | 0.37 | 0.21 | 0.16 | FALSE |
8 | GTEx | Breast Mammary Tissue | CYP17A1-AS1 | 0.10 | -0.01 | enet | 28 | 0.00 | 2.4e-01 | -3.92 | -6.4 | 1.6e-10 | 0.52 | 0.08 | 0.60 | FALSE |
9 | GTEx | Breast Mammary Tissue (Female) | CYP17A1-AS1 | 0.14 | 0.01 | lasso | 11 | 0.00 | 4.7e-01 | -6.75 | -7.3 | 3.2e-13 | 0.87 | 0.04 | 0.57 | FALSE |
10 | GTEx | Cells Transformed fibroblasts | GBF1 | 0.07 | 0.00 | enet | 2 | 0.00 | 1.4e-01 | -5.25 | -5.2 | 2.1e-07 | 0.78 | 0.08 | 0.07 | FALSE |
11 | GTEx | Cells Transformed fibroblasts | SUFU | 0.07 | 0.04 | lasso | 3 | 0.04 | 3.5e-04 | -6.55 | -5.4 | 7.2e-08 | 0.84 | 0.38 | 0.16 | FALSE |
12 | GTEx | Cells Transformed fibroblasts | ARL3 | 0.07 | 0.00 | enet | 13 | 0.04 | 1.2e-03 | -5.57 | 5.4 | 6.2e-08 | -0.59 | 0.04 | 0.77 | FALSE |
13 | GTEx | Colon Sigmoid | ARL3 | 0.13 | 0.10 | lasso | 6 | 0.05 | 5.5e-03 | -4.85 | 5.2 | 1.9e-07 | -0.63 | 0.13 | 0.46 | FALSE |
14 | GTEx | Esophagus Gastroesophageal Junction | CYP17A1-AS1 | 0.23 | 0.08 | enet | 23 | 0.13 | 1.9e-05 | -5.51 | -6.3 | 2.2e-10 | 0.64 | 0.16 | 0.33 | FALSE |
15 | GTEx | Liver | ACTR1A | 0.15 | 0.00 | lasso | 10 | 0.00 | 4.6e-01 | 0.49 | 5.6 | 2.0e-08 | -0.25 | 0.04 | 0.50 | FALSE |
16 | GTEx | Lung | CYP17A1-AS1 | 0.06 | 0.08 | lasso | 3 | 0.06 | 1.6e-05 | -5.57 | -5.4 | 7.1e-08 | 0.37 | 0.61 | 0.22 | FALSE |
17 | GTEx | Nerve Tibial | CYP17A1-AS1 | 0.14 | 0.08 | lasso | 6 | 0.06 | 7.2e-05 | -5.56 | -5.7 | 1.2e-08 | 0.44 | 0.48 | 0.26 | FALSE |
18 | GTEx | Pancreas | CYP17A1-AS1 | 0.11 | 0.06 | lasso | 5 | 0.06 | 1.1e-03 | -7.60 | -6.3 | 3.1e-10 | 0.28 | 0.06 | 0.56 | FALSE |
19 | GTEx | Testis | NT5C2 | 0.20 | 0.03 | lasso | 8 | 0.08 | 2.8e-04 | -6.55 | -5.8 | 7.7e-09 | 0.86 | 0.05 | 0.89 | FALSE |
20 | GTEx | Testis | CYP17A1-AS1 | 0.14 | 0.08 | enet | 5 | 0.10 | 2.3e-05 | -6.91 | 6.8 | 1.2e-11 | -0.98 | 0.05 | 0.93 | FALSE |
21 | GTEx | Thyroid | WBP1L | 0.26 | 0.10 | enet | 9 | 0.13 | 2.1e-10 | -3.12 | 5.6 | 2.6e-08 | -0.81 | 0.60 | 0.40 | FALSE |
22 | METSIM | Adipose | AS3MT | 0.24 | 0.28 | lasso | 12 | 0.28 | 6.1e-43 | -3.89 | 5.2 | 2.5e-07 | -0.04 | 0.96 | 0.04 | FALSE |
23 | ROSMAP | Brain Pre-frontal Cortex | ARL3 | 0.24 | 0.14 | bslmm | 368 | 0.16 | 3.9e-20 | -4.85 | 5.5 | 3.4e-08 | -0.53 | 1.00 | 0.00 | FALSE |
24 | ROSMAP | Brain Pre-frontal Cortex | CNNM2 | 0.11 | 0.08 | lasso | 3 | 0.07 | 2.2e-09 | -7.36 | -7.3 | 2.2e-13 | 0.99 | 0.02 | 0.98 | FALSE |
25 | ROSMAP | Brain Pre-frontal Cortex | CYP17A1-AS1 | 0.15 | 0.18 | lasso | 6 | 0.19 | 1.3e-23 | -5.59 | -6.4 | 2.0e-10 | 0.52 | 1.00 | 0.00 | FALSE |
26 | YFS | Blood | NT5C2 | 0.13 | 0.10 | bslmm | 382 | 0.11 | 7.3e-35 | -7.78 | -6.2 | 5.4e-10 | 0.95 | 0.01 | 0.99 | FALSE |
27 | The Cancer Genome Atlas | Bladder Urothelial Carcinoma | AS3MT | 0.06 | 0.09 | enet | 6 | 0.07 | 1.3e-06 | -7.60 | 8.4 | 5.3e-17 | -0.69 | 0.01 | 0.99 | TRUE |
28 | The Cancer Genome Atlas | Breast Invasive Carcinoma | AS3MT | 0.05 | 0.05 | enet | 10 | 0.05 | 4.7e-11 | -7.60 | 6.9 | 3.7e-12 | -0.34 | 0.00 | 1.00 | FALSE |
29 | The Cancer Genome Atlas | Cervical Squamous Cell Carcinoma | C10orf32 | 0.16 | 0.06 | blup | 54 | 0.10 | 1.3e-05 | -3.63 | 5.3 | 1.2e-07 | -0.11 | 0.02 | 0.97 | FALSE |
30 | The Cancer Genome Atlas | Glioblastoma Multiforme | AS3MT | 0.15 | 0.05 | blup | 62 | 0.10 | 5.1e-04 | -3.63 | 5.7 | 1.2e-08 | -0.13 | 0.02 | 0.83 | FALSE |
31 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | AS3MT | 0.05 | 0.05 | blup | 62 | 0.06 | 1.1e-07 | -6.10 | 5.7 | 1.1e-08 | -0.16 | 0.02 | 0.98 | FALSE |
32 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | ARL3 | 0.03 | 0.02 | lasso | 3 | 0.02 | 1.1e-03 | -5.35 | 5.4 | 7.1e-08 | -0.62 | 0.01 | 0.86 | FALSE |
33 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | AS3MT | 0.04 | 0.05 | enet | 3 | 0.04 | 8.6e-06 | -7.60 | 7.6 | 2.3e-14 | -0.44 | 0.00 | 1.00 | FALSE |
34 | The Cancer Genome Atlas | Brain Lower Grade Glioma | AS3MT | 0.34 | 0.38 | lasso | 6 | 0.38 | 4.4e-46 | -3.63 | 5.4 | 6.5e-08 | -0.09 | 0.27 | 0.73 | FALSE |
35 | The Cancer Genome Atlas | Pheochromocytoma and Paraganglioma | AS3MT | 0.13 | 0.14 | blup | 62 | 0.13 | 5.6e-06 | -6.12 | 6.3 | 3.0e-10 | -0.27 | 0.02 | 0.98 | FALSE |
36 | The Cancer Genome Atlas | Prostate Adenocarcinoma | AS3MT | 0.16 | 0.21 | lasso | 9 | 0.24 | 2.5e-24 | -7.73 | 5.9 | 3.1e-09 | -0.18 | 0.00 | 1.00 | FALSE |
37 | The Cancer Genome Atlas | Rectum Adenocarcinoma | C10orf32 | 0.17 | 0.14 | blup | 52 | 0.14 | 3.2e-04 | -6.12 | 6.4 | 1.4e-10 | -0.29 | 0.02 | 0.84 | FALSE |
38 | The Cancer Genome Atlas | Thyroid Carcinoma | AS3MT | 0.23 | 0.18 | lasso | 3 | 0.18 | 1.8e-17 | -7.73 | 7.2 | 4.7e-13 | -0.36 | 0.00 | 1.00 | FALSE |
39 | The Cancer Genome Atlas | Thyroid Carcinoma | C10orf26 | 0.06 | 0.05 | lasso | 5 | 0.04 | 4.1e-05 | -5.51 | 6.1 | 1.2e-09 | -0.57 | 0.15 | 0.74 | FALSE |
40 | The Cancer Genome Atlas | Thyroid Carcinoma | CYP17A1 | 0.04 | 0.02 | lasso | 1 | 0.02 | 3.9e-03 | -6.10 | 6.1 | 1.0e-09 | -0.36 | 0.02 | 0.72 | FALSE |