Best TWAS P=1.44e-08 · Best GWAS P=4.82e-21 conditioned to 5.25e-20
# | 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 | XRRA1 | 0.59 | 0.79 | lasso | 3 | 0.78 | 5.8e-152 | 5.2 | 5.3 | 1.4e-07 | 0.05 | 0.05 | 0.95 | FALSE |
2 | GTEx | Adipose Subcutaneous | XRRA1 | 0.49 | 0.62 | enet | 27 | 0.64 | 6.1e-67 | 5.3 | 5.2 | 2.0e-07 | 0.04 | 0.04 | 0.96 | FALSE |
3 | GTEx | Artery Aorta | XRRA1 | 0.57 | 0.65 | lasso | 7 | 0.68 | 1.1e-50 | 5.2 | 5.2 | 2.0e-07 | 0.04 | 0.05 | 0.95 | FALSE |
4 | GTEx | Artery Coronary | XRRA1 | 0.72 | 0.71 | enet | 24 | 0.73 | 4.8e-35 | 5.2 | 5.2 | 2.4e-07 | 0.04 | 0.06 | 0.94 | FALSE |
5 | GTEx | Artery Tibial | XRRA1 | 0.63 | 0.72 | lasso | 10 | 0.74 | 1.9e-83 | 5.2 | 5.2 | 2.0e-07 | 0.04 | 0.04 | 0.96 | FALSE |
6 | GTEx | Brain Caudate basal ganglia | XRRA1 | 0.72 | 0.61 | lasso | 5 | 0.60 | 2.6e-21 | 5.3 | 5.2 | 1.5e-07 | 0.04 | 0.04 | 0.96 | FALSE |
7 | GTEx | Brain Cerebellar Hemisphere | XRRA1 | 0.79 | 0.74 | lasso | 8 | 0.74 | 2.5e-27 | 5.4 | 5.3 | 1.1e-07 | 0.04 | 0.04 | 0.96 | FALSE |
8 | GTEx | Brain Cerebellar Hemisphere | RP11-147I3.1 | 0.36 | 0.12 | lasso | 7 | 0.13 | 2.6e-04 | 5.4 | -5.4 | 6.5e-08 | -0.04 | 0.06 | 0.91 | FALSE |
9 | GTEx | Brain Cerebellum | XRRA1 | 0.67 | 0.65 | lasso | 9 | 0.69 | 2.7e-27 | 5.3 | 5.3 | 8.9e-08 | 0.04 | 0.04 | 0.96 | FALSE |
10 | GTEx | Brain Nucleus accumbens basal ganglia | XRRA1 | 0.70 | 0.50 | lasso | 8 | 0.51 | 1.0e-15 | 5.3 | 5.6 | 2.7e-08 | 0.03 | 0.04 | 0.95 | FALSE |
11 | GTEx | Brain Nucleus accumbens basal ganglia | RP11-147I3.1 | 0.23 | 0.20 | lasso | 1 | 0.17 | 2.9e-05 | 5.4 | -5.4 | 8.5e-08 | -0.04 | 0.06 | 0.84 | FALSE |
12 | GTEx | Brain Putamen basal ganglia | XRRA1 | 0.55 | 0.50 | lasso | 3 | 0.50 | 9.3e-14 | 5.3 | 5.3 | 1.2e-07 | 0.05 | 0.05 | 0.95 | FALSE |
13 | GTEx | Brain Putamen basal ganglia | RP11-147I3.1 | 0.19 | 0.20 | lasso | 2 | 0.20 | 2.0e-05 | 5.3 | -5.3 | 1.2e-07 | -0.05 | 0.06 | 0.87 | FALSE |
14 | GTEx | Breast Mammary Tissue | XRRA1 | 0.48 | 0.57 | lasso | 1 | 0.57 | 8.3e-35 | 5.2 | 5.2 | 1.8e-07 | 0.04 | 0.05 | 0.95 | FALSE |
15 | GTEx | Cells EBV-transformed lymphocytes | XRRA1 | 0.64 | 0.72 | lasso | 4 | 0.71 | 6.1e-32 | 5.3 | 5.3 | 1.0e-07 | 0.04 | 0.04 | 0.96 | FALSE |
16 | GTEx | Esophagus Gastroesophageal Junction | XRRA1 | 0.55 | 0.68 | enet | 17 | 0.68 | 5.2e-33 | 5.2 | 5.1 | 3.0e-07 | 0.04 | 0.05 | 0.95 | FALSE |
17 | GTEx | Esophagus Mucosa | XRRA1 | 0.64 | 0.76 | lasso | 7 | 0.76 | 5.9e-75 | 5.2 | 5.2 | 1.5e-07 | 0.04 | 0.04 | 0.96 | FALSE |
18 | GTEx | Esophagus Mucosa | RP11-147I3.1 | 0.20 | 0.12 | lasso | 4 | 0.12 | 1.2e-08 | 5.2 | -5.3 | 1.4e-07 | -0.04 | 0.05 | 0.95 | FALSE |
19 | GTEx | Esophagus Muscularis | XRRA1 | 0.59 | 0.70 | lasso | 5 | 0.70 | 1.2e-58 | 5.3 | 5.3 | 1.4e-07 | 0.04 | 0.04 | 0.96 | FALSE |
20 | GTEx | Heart Left Ventricle | XRRA1 | 0.58 | 0.69 | lasso | 6 | 0.69 | 1.0e-49 | 5.2 | 5.2 | 1.5e-07 | 0.04 | 0.04 | 0.96 | FALSE |
21 | GTEx | Heart Left Ventricle | RP11-147I3.1 | 0.21 | 0.14 | lasso | 3 | 0.14 | 4.6e-08 | 5.0 | -5.2 | 2.2e-07 | -0.03 | 0.06 | 0.94 | FALSE |
22 | GTEx | Lung | XRRA1 | 0.66 | 0.70 | enet | 35 | 0.72 | 1.1e-78 | 5.2 | 5.2 | 1.7e-07 | 0.04 | 0.04 | 0.96 | FALSE |
23 | GTEx | Muscle Skeletal | XRRA1 | 0.53 | 0.68 | enet | 16 | 0.72 | 8.9e-100 | 5.2 | 5.2 | 2.3e-07 | 0.03 | 0.04 | 0.96 | FALSE |
24 | GTEx | Nerve Tibial | XRRA1 | 0.52 | 0.67 | lasso | 5 | 0.68 | 3.6e-64 | 5.3 | 5.2 | 1.7e-07 | 0.04 | 0.04 | 0.96 | FALSE |
25 | GTEx | Pancreas | XRRA1 | 0.56 | 0.64 | lasso | 5 | 0.64 | 1.4e-34 | 5.3 | 5.3 | 1.0e-07 | 0.04 | 0.04 | 0.96 | FALSE |
26 | GTEx | Pancreas | RP11-147I3.1 | 0.28 | 0.18 | lasso | 7 | 0.20 | 1.2e-08 | 5.3 | -5.4 | 6.0e-08 | -0.04 | 0.06 | 0.94 | FALSE |
27 | GTEx | Pituitary | XRRA1 | 0.67 | 0.68 | lasso | 3 | 0.68 | 6.4e-23 | 5.4 | 5.4 | 8.4e-08 | 0.04 | 0.04 | 0.96 | FALSE |
28 | GTEx | Prostate | XRRA1 | 0.80 | 0.63 | lasso | 12 | 0.69 | 1.5e-23 | 5.3 | 5.2 | 1.6e-07 | 0.03 | 0.05 | 0.95 | FALSE |
29 | GTEx | Skin Not Sun Exposed Suprapubic | XRRA1 | 0.51 | 0.59 | enet | 12 | 0.60 | 5.3e-41 | 5.2 | 5.3 | 1.4e-07 | 0.04 | 0.04 | 0.95 | FALSE |
30 | GTEx | Skin Sun Exposed Lower leg | XRRA1 | 0.50 | 0.65 | lasso | 6 | 0.66 | 7.4e-72 | 5.2 | 5.2 | 2.4e-07 | 0.04 | 0.05 | 0.95 | FALSE |
31 | GTEx | Small Intestine Terminal Ileum | RP11-147I3.1 | 0.32 | 0.08 | lasso | 6 | 0.06 | 2.1e-02 | 5.2 | -5.2 | 1.9e-07 | -0.04 | 0.10 | 0.63 | FALSE |
32 | GTEx | Stomach | XRRA1 | 0.57 | 0.64 | lasso | 6 | 0.66 | 7.9e-41 | 5.3 | 5.2 | 1.8e-07 | 0.03 | 0.04 | 0.96 | FALSE |
33 | GTEx | Thyroid | XRRA1 | 0.66 | 0.76 | lasso | 4 | 0.76 | 1.1e-88 | 5.2 | 5.2 | 1.6e-07 | 0.05 | 0.05 | 0.95 | FALSE |
34 | GTEx | Uterus | XRRA1 | 0.59 | 0.59 | lasso | 7 | 0.59 | 6.9e-15 | 5.3 | 5.3 | 1.3e-07 | 0.04 | 0.06 | 0.94 | FALSE |
35 | GTEx | Vagina | XRRA1 | 0.72 | 0.75 | lasso | 4 | 0.76 | 2.5e-25 | 5.3 | 5.2 | 2.5e-07 | 0.04 | 0.04 | 0.96 | FALSE |
36 | NTR | Blood | XRRA1 | 0.09 | 0.16 | lasso | 3 | 0.16 | 3.2e-49 | 5.3 | 5.2 | 1.6e-07 | 0.04 | 0.04 | 0.95 | FALSE |
37 | ROSMAP | Brain Pre-frontal Cortex | XRRA1 | 0.56 | 0.72 | bslmm | 505 | 0.72 | 6.2e-136 | 5.3 | 5.4 | 7.8e-08 | 0.04 | 0.04 | 0.96 | FALSE |
38 | ROSMAP | Brain Pre-frontal Cortex | RP11-147I3.1 | 0.28 | 0.41 | lasso | 4 | 0.41 | 6.9e-57 | 5.2 | -5.3 | 1.2e-07 | -0.04 | 0.04 | 0.96 | FALSE |
39 | The Cancer Genome Atlas | Bladder Urothelial Carcinoma | XRRA1 | 0.34 | 0.39 | enet | 10 | 0.39 | 5.6e-35 | 5.2 | 5.1 | 2.8e-07 | 0.04 | 0.02 | 0.98 | FALSE |
40 | The Cancer Genome Atlas | Breast Invasive Carcinoma | XRRA1 | 0.29 | 0.43 | lasso | 4 | 0.43 | 2.7e-97 | 5.2 | 5.2 | 1.8e-07 | 0.04 | 0.01 | 0.99 | FALSE |
41 | The Cancer Genome Atlas | Cervical Squamous Cell Carcinoma | XRRA1 | 0.34 | 0.30 | lasso | 3 | 0.29 | 1.0e-14 | 5.3 | 5.3 | 1.1e-07 | 0.05 | 0.01 | 0.99 | FALSE |
42 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | XRRA1 | 0.28 | 0.38 | lasso | 4 | 0.38 | 1.3e-44 | 5.4 | 5.3 | 1.5e-07 | 0.04 | 0.01 | 0.99 | FALSE |
43 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | XRRA1 | 0.52 | 0.69 | lasso | 6 | 0.70 | 2.8e-111 | 5.3 | 5.2 | 2.0e-07 | 0.04 | 0.01 | 0.99 | FALSE |
44 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | XRRA1 | 0.40 | 0.54 | lasso | 7 | 0.54 | 1.2e-35 | 5.3 | 5.3 | 1.0e-07 | 0.04 | 0.01 | 0.99 | FALSE |
45 | The Cancer Genome Atlas | Liver Hepatocellular Carcinoma | XRRA1 | 0.37 | 0.36 | blup | 73 | 0.36 | 5.7e-18 | 5.2 | 5.7 | 1.4e-08 | 0.05 | 0.01 | 0.99 | TRUE |
46 | The Cancer Genome Atlas | Lung Adenocarcinoma | XRRA1 | 0.39 | 0.54 | lasso | 4 | 0.53 | 5.7e-73 | 5.2 | 5.3 | 1.4e-07 | 0.04 | 0.01 | 0.99 | FALSE |
47 | The Cancer Genome Atlas | Ovarian Serous Cystadenocarcinoma | XRRA1 | 0.45 | 0.53 | lasso | 3 | 0.53 | 4.2e-42 | 5.3 | 5.3 | 1.3e-07 | 0.05 | 0.01 | 0.99 | FALSE |
48 | The Cancer Genome Atlas | Rectum Adenocarcinoma | XRRA1 | 0.65 | 0.69 | lasso | 3 | 0.69 | 1.6e-21 | 5.3 | 5.3 | 9.3e-08 | 0.04 | 0.01 | 0.99 | FALSE |
49 | The Cancer Genome Atlas | Soft Tissue Sarcoma | XRRA1 | 0.27 | 0.34 | lasso | 4 | 0.34 | 7.5e-21 | 5.4 | 5.3 | 1.2e-07 | 0.04 | 0.01 | 0.99 | FALSE |
50 | The Cancer Genome Atlas | Skin Cutaneous Melanoma | XRRA1 | 0.37 | 0.40 | lasso | 8 | 0.37 | 5.7e-11 | 5.2 | 5.3 | 1.4e-07 | 0.04 | 0.01 | 0.99 | FALSE |
51 | The Cancer Genome Atlas | Stomach Adenocarcinoma | XRRA1 | 0.49 | 0.58 | lasso | 9 | 0.57 | 6.3e-50 | 5.2 | 5.1 | 3.1e-07 | 0.04 | 0.01 | 0.99 | FALSE |
52 | The Cancer Genome Atlas | Uterine Corpus Endometrial Carcinoma | XRRA1 | 0.41 | 0.32 | lasso | 8 | 0.30 | 3.4e-09 | 5.2 | 5.2 | 2.5e-07 | 0.05 | 0.01 | 0.99 | FALSE |