Best TWAS P=8.54e-19 · Best GWAS P=6.02e-16 conditioned to 0.493
# | 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 | -5.70 | -6.7 | 1.8e-11 | 0.65 | 0.12 | 0.67 | FALSE |
2 | GTEx | Artery Aorta | NT5C2 | 0.08 | 0.02 | lasso | 7 | 0.01 | 1.2e-01 | 3.04 | 5.3 | 1.3e-07 | -0.70 | 0.16 | 0.56 | FALSE |
3 | GTEx | Artery Aorta | ARL3 | 0.19 | 0.07 | lasso | 6 | 0.06 | 4.8e-04 | -6.04 | 6.4 | 2.0e-10 | -0.37 | 0.37 | 0.39 | FALSE |
4 | GTEx | Artery Tibial | NT5C2 | 0.06 | 0.04 | lasso | 9 | 0.02 | 1.5e-02 | -6.73 | 7.1 | 1.2e-12 | -0.92 | 0.04 | 0.90 | FALSE |
5 | GTEx | Artery Tibial | CYP17A1-AS1 | 0.08 | 0.08 | lasso | 8 | 0.06 | 2.8e-05 | -6.73 | -6.5 | 6.6e-11 | 0.89 | 0.04 | 0.95 | FALSE |
6 | GTEx | Brain Cerebellum | ARL3 | 0.20 | 0.09 | enet | 32 | 0.07 | 3.7e-03 | -5.94 | -5.5 | 3.8e-08 | 0.61 | 0.11 | 0.74 | FALSE |
7 | GTEx | Brain Cortex | CYP17A1-AS1 | 0.15 | 0.13 | lasso | 7 | 0.14 | 1.3e-04 | -5.94 | -5.7 | 1.1e-08 | 0.79 | 0.07 | 0.79 | FALSE |
8 | GTEx | Brain Nucleus accumbens basal ganglia | CYP17A1-AS1 | 0.39 | 0.22 | lasso | 3 | 0.19 | 8.2e-06 | -5.86 | -5.5 | 3.1e-08 | 0.78 | 0.18 | 0.27 | FALSE |
9 | GTEx | Breast Mammary Tissue | CYP17A1-AS1 | 0.10 | -0.01 | enet | 28 | 0.00 | 2.4e-01 | -3.71 | -6.0 | 1.7e-09 | 0.67 | 0.04 | 0.75 | FALSE |
10 | GTEx | Breast Mammary Tissue (Female) | CYP17A1-AS1 | 0.14 | 0.01 | lasso | 11 | 0.00 | 4.7e-01 | -7.42 | -7.8 | 8.0e-15 | 0.64 | 0.03 | 0.58 | FALSE |
11 | GTEx | Cells Transformed fibroblasts | GBF1 | 0.07 | 0.00 | enet | 2 | 0.00 | 1.4e-01 | -5.70 | -5.7 | 1.5e-08 | 0.32 | 0.08 | 0.06 | FALSE |
12 | GTEx | Cells Transformed fibroblasts | SUFU | 0.07 | 0.04 | lasso | 3 | 0.04 | 3.5e-04 | -7.26 | -6.3 | 3.0e-10 | 0.31 | 0.33 | 0.27 | FALSE |
13 | GTEx | Cells Transformed fibroblasts | ARL3 | 0.07 | 0.00 | enet | 13 | 0.04 | 1.2e-03 | -6.70 | 5.9 | 3.6e-09 | -0.33 | 0.06 | 0.67 | FALSE |
14 | GTEx | Colon Sigmoid | ARL3 | 0.13 | 0.10 | lasso | 6 | 0.05 | 5.5e-03 | -6.04 | 6.3 | 3.4e-10 | -0.36 | 0.15 | 0.36 | FALSE |
15 | GTEx | Esophagus Gastroesophageal Junction | CYP17A1-AS1 | 0.23 | 0.08 | enet | 23 | 0.13 | 1.9e-05 | -5.52 | -6.4 | 1.9e-10 | 0.60 | 0.14 | 0.43 | FALSE |
16 | GTEx | Liver | ACTR1A | 0.15 | 0.00 | lasso | 10 | 0.00 | 4.6e-01 | 0.94 | 6.1 | 8.5e-10 | -0.66 | 0.04 | 0.55 | FALSE |
17 | GTEx | Lung | CYP17A1-AS1 | 0.06 | 0.08 | lasso | 3 | 0.06 | 1.6e-05 | -5.86 | -5.6 | 2.4e-08 | 0.78 | 0.35 | 0.56 | FALSE |
18 | GTEx | Muscle Skeletal | TMEM180 | 0.05 | 0.01 | lasso | 6 | 0.01 | 8.3e-02 | -4.25 | -5.5 | 3.4e-08 | 0.14 | 0.11 | 0.15 | FALSE |
19 | GTEx | Muscle Skeletal | ARL3 | 0.07 | 0.05 | lasso | 3 | 0.06 | 9.0e-07 | -4.81 | 5.8 | 5.3e-09 | -0.28 | 0.93 | 0.03 | FALSE |
20 | GTEx | Muscle Skeletal | RP11-18I14.10 | 0.10 | 0.01 | enet | 21 | 0.03 | 4.2e-04 | -6.50 | -5.2 | 2.5e-07 | 0.07 | 0.75 | 0.07 | FALSE |
21 | GTEx | Nerve Tibial | CYP17A1-AS1 | 0.14 | 0.08 | lasso | 6 | 0.06 | 7.2e-05 | -5.89 | -6.0 | 1.6e-09 | 0.77 | 0.31 | 0.51 | FALSE |
22 | GTEx | Pancreas | CYP17A1-AS1 | 0.11 | 0.06 | lasso | 5 | 0.06 | 1.1e-03 | -7.96 | -6.1 | 9.9e-10 | 0.85 | 0.02 | 0.83 | FALSE |
23 | GTEx | Testis | NT5C2 | 0.20 | 0.03 | lasso | 8 | 0.08 | 2.8e-04 | -7.26 | -6.1 | 1.1e-09 | 0.33 | 0.08 | 0.84 | FALSE |
24 | GTEx | Testis | CYP17A1-AS1 | 0.14 | 0.08 | enet | 5 | 0.10 | 2.3e-05 | -7.56 | 7.5 | 9.1e-14 | -0.45 | 0.07 | 0.90 | FALSE |
25 | GTEx | Thyroid | WBP1L | 0.26 | 0.10 | enet | 9 | 0.13 | 2.1e-10 | -3.57 | 6.0 | 2.6e-09 | -0.30 | 0.61 | 0.39 | FALSE |
26 | METSIM | Adipose | AS3MT | 0.24 | 0.28 | lasso | 12 | 0.28 | 6.1e-43 | -3.92 | 5.3 | 1.3e-07 | -0.90 | 0.81 | 0.19 | FALSE |
27 | ROSMAP | Brain Pre-frontal Cortex | ARL3 | 0.24 | 0.14 | bslmm | 368 | 0.16 | 3.9e-20 | -6.04 | 6.5 | 6.8e-11 | -0.43 | 1.00 | 0.00 | FALSE |
28 | ROSMAP | Brain Pre-frontal Cortex | CNNM2 | 0.11 | 0.08 | lasso | 3 | 0.07 | 2.2e-09 | -7.43 | -7.4 | 1.2e-13 | 0.44 | 0.03 | 0.97 | FALSE |
29 | ROSMAP | Brain Pre-frontal Cortex | CYP17A1-AS1 | 0.15 | 0.18 | lasso | 6 | 0.19 | 1.3e-23 | -5.94 | -6.7 | 2.9e-11 | 0.77 | 1.00 | 0.00 | FALSE |
30 | YFS | Blood | ARL3 | 0.39 | 0.14 | enet | 30 | 0.20 | 7.0e-63 | -6.04 | -5.8 | 5.1e-09 | 0.50 | 1.00 | 0.00 | FALSE |
31 | YFS | Blood | NT5C2 | 0.13 | 0.10 | bslmm | 382 | 0.11 | 7.3e-35 | -7.75 | -6.2 | 4.2e-10 | 0.25 | 0.02 | 0.98 | FALSE |
32 | The Cancer Genome Atlas | Bladder Urothelial Carcinoma | AS3MT | 0.06 | 0.09 | enet | 6 | 0.07 | 1.3e-06 | -7.96 | 8.9 | 8.5e-19 | -0.94 | 0.00 | 1.00 | TRUE |
33 | The Cancer Genome Atlas | Breast Invasive Carcinoma | ARL3 | 0.02 | 0.01 | blup | 57 | 0.02 | 1.0e-05 | -3.02 | 5.5 | 3.0e-08 | -0.13 | 0.03 | 0.87 | FALSE |
34 | The Cancer Genome Atlas | Breast Invasive Carcinoma | AS3MT | 0.05 | 0.05 | enet | 10 | 0.05 | 4.7e-11 | -7.96 | 7.2 | 6.6e-13 | -0.94 | 0.00 | 1.00 | FALSE |
35 | The Cancer Genome Atlas | Cervical Squamous Cell Carcinoma | ARL3 | 0.09 | 0.02 | blup | 57 | 0.05 | 1.8e-03 | -6.04 | 5.6 | 2.5e-08 | -0.30 | 0.01 | 0.61 | FALSE |
36 | The Cancer Genome Atlas | Cervical Squamous Cell Carcinoma | C10orf32 | 0.16 | 0.06 | blup | 54 | 0.10 | 1.3e-05 | -3.52 | 5.2 | 2.4e-07 | -0.86 | 0.02 | 0.97 | FALSE |
37 | The Cancer Genome Atlas | Glioblastoma Multiforme | AS3MT | 0.15 | 0.05 | blup | 62 | 0.10 | 5.1e-04 | -3.52 | 5.6 | 2.8e-08 | -0.87 | 0.01 | 0.86 | FALSE |
38 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | AS3MT | 0.05 | 0.05 | blup | 62 | 0.06 | 1.1e-07 | -6.41 | 5.6 | 1.6e-08 | -0.89 | 0.01 | 0.99 | FALSE |
39 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | ARL3 | 0.03 | 0.02 | lasso | 3 | 0.02 | 1.1e-03 | -6.55 | 6.5 | 1.1e-10 | -0.32 | 0.01 | 0.87 | FALSE |
40 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | AS3MT | 0.04 | 0.05 | enet | 3 | 0.04 | 8.6e-06 | -7.96 | 8.0 | 1.3e-15 | -1.00 | 0.00 | 1.00 | FALSE |
41 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | TMEM180 | 0.06 | 0.03 | lasso | 5 | 0.03 | 3.7e-04 | -5.42 | -5.7 | 1.2e-08 | 0.29 | 0.01 | 0.98 | FALSE |
42 | The Cancer Genome Atlas | Brain Lower Grade Glioma | AS3MT | 0.34 | 0.38 | lasso | 6 | 0.38 | 4.4e-46 | -3.52 | 5.5 | 3.9e-08 | -0.92 | 0.21 | 0.79 | FALSE |
43 | The Cancer Genome Atlas | Pheochromocytoma and Paraganglioma | AS3MT | 0.13 | 0.14 | blup | 62 | 0.13 | 5.6e-06 | -6.73 | 6.5 | 6.3e-11 | -0.93 | 0.01 | 0.98 | FALSE |
44 | The Cancer Genome Atlas | Prostate Adenocarcinoma | AS3MT | 0.16 | 0.21 | lasso | 9 | 0.24 | 2.5e-24 | -8.09 | 6.1 | 1.3e-09 | -0.93 | 0.00 | 1.00 | FALSE |
45 | The Cancer Genome Atlas | Rectum Adenocarcinoma | C10orf32 | 0.17 | 0.14 | blup | 52 | 0.14 | 3.2e-04 | -6.73 | 6.7 | 1.8e-11 | -0.94 | 0.01 | 0.86 | FALSE |
46 | The Cancer Genome Atlas | Thyroid Carcinoma | ARL3 | 0.06 | 0.07 | lasso | 4 | 0.06 | 3.5e-06 | -6.04 | 6.1 | 1.3e-09 | -0.33 | 0.03 | 0.97 | FALSE |
47 | The Cancer Genome Atlas | Thyroid Carcinoma | AS3MT | 0.23 | 0.18 | lasso | 3 | 0.18 | 1.8e-17 | -8.09 | 7.5 | 5.0e-14 | -1.00 | 0.00 | 1.00 | FALSE |
48 | The Cancer Genome Atlas | Thyroid Carcinoma | C10orf26 | 0.06 | 0.05 | lasso | 5 | 0.04 | 4.1e-05 | -5.52 | 6.1 | 1.3e-09 | -0.68 | 0.25 | 0.58 | FALSE |
49 | The Cancer Genome Atlas | Thyroid Carcinoma | CYP17A1 | 0.04 | 0.02 | lasso | 1 | 0.02 | 3.9e-03 | -6.41 | 6.4 | 1.5e-10 | -0.85 | 0.03 | 0.65 | FALSE |
50 | The Cancer Genome Atlas | Thyroid Carcinoma | TMEM180 | 0.14 | 0.08 | lasso | 3 | 0.10 | 4.6e-10 | -4.25 | -5.1 | 3.0e-07 | 0.23 | 0.21 | 0.79 | FALSE |