Best TWAS P=3.43e-11 · Best GWAS P=5.62e-10 conditioned to 0.0269
# | 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 | HYAL1 | 0.09 | 0.06 | lasso | 1 | 0.05 | 4.3e-05 | -5.9 | -5.9 | 4.3e-09 | 0.87 | 0.02 | 0.98 | FALSE |
2 | GTEx | Adipose Visceral Omentum | CYB561D2 | 0.20 | 0.08 | lasso | 8 | 0.11 | 4.0e-06 | -4.7 | 5.7 | 1.1e-08 | -0.71 | 0.32 | 0.49 | FALSE |
3 | GTEx | Brain Cortex | HEMK1 | 0.16 | 0.01 | enet | 19 | 0.03 | 6.1e-02 | -3.0 | 5.1 | 2.9e-07 | -0.51 | 0.06 | 0.49 | FALSE |
4 | GTEx | Brain Cortex | SEMA3B-AS1 | 0.67 | -0.01 | lasso | 13 | 0.01 | 1.7e-01 | -6.0 | -5.2 | 1.6e-07 | 0.81 | 0.03 | 0.84 | FALSE |
5 | GTEx | Brain Hypothalamus | MST1 | 0.32 | 0.13 | lasso | 3 | 0.12 | 9.4e-04 | 4.1 | 5.2 | 2.0e-07 | -0.08 | 0.11 | 0.14 | TRUE |
6 | GTEx | Esophagus Gastroesophageal Junction | HYAL1 | 0.30 | 0.13 | lasso | 9 | 0.10 | 2.1e-04 | -5.9 | -5.7 | 1.4e-08 | 0.88 | 0.02 | 0.94 | FALSE |
7 | GTEx | Esophagus Mucosa | CYB561D2 | 0.07 | 0.02 | lasso | 4 | 0.02 | 3.1e-02 | -5.2 | 5.9 | 3.1e-09 | -0.91 | 0.04 | 0.89 | FALSE |
8 | GTEx | Esophagus Muscularis | HYAL1 | 0.11 | 0.08 | lasso | 5 | 0.05 | 3.3e-04 | -5.9 | -5.9 | 4.2e-09 | 0.90 | 0.02 | 0.98 | FALSE |
9 | GTEx | Heart Atrial Appendage | HYAL1 | 0.23 | 0.10 | enet | 14 | 0.13 | 1.5e-06 | -5.1 | -5.6 | 1.7e-08 | 0.84 | 0.01 | 0.98 | FALSE |
10 | GTEx | Heart Left Ventricle | HYAL1 | 0.23 | 0.03 | enet | 26 | 0.12 | 5.8e-07 | -5.1 | -5.3 | 1.1e-07 | 0.64 | 0.06 | 0.89 | FALSE |
11 | GTEx | Muscle Skeletal | HYAL1 | 0.08 | 0.08 | lasso | 3 | 0.06 | 7.6e-07 | -6.0 | -6.0 | 2.4e-09 | 0.92 | 0.01 | 0.99 | FALSE |
12 | GTEx | Muscle Skeletal | CYB561D2 | 0.13 | 0.06 | enet | 14 | 0.07 | 1.4e-07 | -5.8 | 5.5 | 4.1e-08 | -0.86 | 0.03 | 0.96 | FALSE |
13 | GTEx | Muscle Skeletal | SEMA3B-AS1 | 0.17 | 0.01 | lasso | 7 | 0.02 | 8.3e-03 | -5.2 | -5.7 | 1.1e-08 | 0.77 | 0.06 | 0.88 | FALSE |
14 | GTEx | Nerve Tibial | U73166.2 | 0.07 | 0.03 | lasso | 3 | 0.03 | 2.8e-03 | -5.9 | 6.1 | 8.5e-10 | -0.96 | 0.01 | 0.98 | FALSE |
15 | GTEx | Skin Not Sun Exposed Suprapubic | CYB561D2 | 0.08 | 0.01 | enet | 7 | 0.02 | 2.3e-02 | -4.7 | 5.8 | 4.8e-09 | -0.71 | 0.10 | 0.59 | FALSE |
16 | GTEx | Skin Sun Exposed Lower leg | HYAL1 | 0.08 | 0.04 | lasso | 4 | 0.04 | 3.4e-04 | -6.2 | 6.1 | 1.0e-09 | -0.94 | 0.00 | 0.99 | FALSE |
17 | GTEx | Thyroid | CYB561D2 | 0.08 | 0.02 | enet | 9 | 0.03 | 2.3e-03 | -5.7 | 5.3 | 1.5e-07 | -0.83 | 0.06 | 0.88 | FALSE |
18 | GTEx | Thyroid | U73166.2 | 0.05 | 0.02 | enet | 6 | 0.01 | 5.9e-02 | -6.2 | 6.3 | 3.1e-10 | -0.98 | 0.01 | 0.97 | FALSE |
19 | GTEx | Uterus | RP11-804H8.6 | 0.55 | 0.00 | lasso | 3 | -0.01 | 4.8e-01 | -5.9 | -5.6 | 1.7e-08 | 0.84 | 0.02 | 0.48 | FALSE |
20 | METSIM | Adipose | CYB561D2 | 0.09 | 0.08 | lasso | 5 | 0.07 | 3.8e-10 | -5.1 | 6.0 | 1.5e-09 | -0.85 | 0.03 | 0.97 | FALSE |
21 | METSIM | Adipose | HYAL1 | 0.07 | 0.04 | enet | 31 | 0.03 | 1.5e-05 | -5.9 | -5.3 | 1.3e-07 | 0.82 | 0.03 | 0.97 | FALSE |
22 | ROSMAP | Brain Pre-frontal Cortex | CACNA2D2 | 0.05 | 0.02 | lasso | 3 | 0.02 | 3.6e-03 | -6.0 | 5.9 | 3.4e-09 | -0.92 | 0.01 | 0.98 | FALSE |
23 | ROSMAP | Brain Pre-frontal Cortex | SEMA3B | 0.05 | 0.03 | lasso | 6 | 0.02 | 8.3e-04 | -5.1 | -5.7 | 1.2e-08 | 0.88 | 0.02 | 0.98 | FALSE |
24 | ROSMAP | Brain Pre-frontal Cortex | RASSF1 | 0.03 | 0.00 | bslmm | 257 | 0.02 | 1.8e-03 | -5.8 | -6.6 | 3.4e-11 | 0.61 | 0.02 | 0.71 | TRUE |
25 | ROSMAP | Brain Pre-frontal Cortex | HYAL1 | 0.10 | 0.04 | blup | 248 | 0.04 | 1.3e-05 | -6.0 | -6.0 | 2.2e-09 | 0.69 | 0.01 | 0.99 | FALSE |
26 | The Cancer Genome Atlas | Bladder Urothelial Carcinoma | CYB561D2 | 0.10 | 0.02 | lasso | 3 | 0.01 | 1.9e-02 | -5.8 | 5.3 | 1.1e-07 | -0.83 | 0.00 | 0.30 | FALSE |
27 | The Cancer Genome Atlas | Colon Adenocarcinoma | TMEM115 | 0.06 | 0.04 | lasso | 3 | 0.05 | 9.7e-04 | -5.8 | -5.9 | 4.3e-09 | 0.86 | 0.02 | 0.74 | FALSE |
28 | The Cancer Genome Atlas | Brain Lower Grade Glioma | HYAL1 | 0.10 | 0.06 | lasso | 3 | 0.05 | 1.2e-06 | -6.0 | -6.2 | 5.5e-10 | 0.91 | 0.01 | 0.99 | FALSE |
29 | The Cancer Genome Atlas | Liver Hepatocellular Carcinoma | CYB561D2 | 0.16 | 0.07 | enet | 9 | 0.09 | 4.1e-05 | -5.8 | 5.3 | 1.2e-07 | -0.69 | 0.02 | 0.92 | FALSE |
30 | The Cancer Genome Atlas | Pancreatic Adenocarcinoma | C3orf45 | 0.07 | 0.05 | enet | 4 | 0.05 | 2.9e-03 | -6.1 | 6.0 | 2.5e-09 | -0.92 | 0.00 | 0.92 | FALSE |
31 | The Cancer Genome Atlas | Prostate Adenocarcinoma | CYB561D2 | 0.08 | 0.07 | lasso | 2 | 0.09 | 1.7e-09 | -5.8 | 6.3 | 3.8e-10 | -0.93 | 0.01 | 0.99 | FALSE |
32 | The Cancer Genome Atlas | Testicular Germ Cell Tumors | CYB561D2 | 0.08 | 0.04 | blup | 17 | 0.08 | 9.3e-04 | -6.0 | 6.2 | 6.7e-10 | -0.86 | 0.01 | 0.76 | FALSE |