Best TWAS P=1.06e-10 · Best GWAS P=1.34e-09 conditioned to 0.0389
# | 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 | SRR | 0.27 | 0.48 | lasso | 1 | 0.48 | 3.5e-65 | 5.1 | -5.1 | 2.7e-07 | 0.54 | 0.23 | 0.77 | FALSE |
2 | GTEx | Adipose Visceral Omentum | SRR | 0.29 | 0.26 | lasso | 5 | 0.25 | 1.8e-13 | 5.1 | -5.2 | 2.5e-07 | 0.56 | 0.22 | 0.78 | FALSE |
3 | GTEx | Artery Coronary | SRR | 0.44 | 0.28 | lasso | 8 | 0.26 | 2.5e-09 | 5.0 | -5.5 | 4.0e-08 | 0.60 | 0.08 | 0.92 | FALSE |
4 | GTEx | Artery Tibial | SRR | 0.22 | 0.23 | lasso | 4 | 0.24 | 3.9e-19 | 5.0 | -5.4 | 6.1e-08 | 0.61 | 0.26 | 0.74 | FALSE |
5 | GTEx | Brain Caudate basal ganglia | SRR | 0.26 | 0.03 | lasso | 3 | 0.02 | 8.6e-02 | 5.7 | -6.5 | 1.1e-10 | 0.72 | 0.02 | 0.88 | TRUE |
6 | GTEx | Brain Cerebellar Hemisphere | SRR | 0.37 | 0.24 | lasso | 7 | 0.22 | 2.1e-06 | 5.1 | -5.4 | 8.3e-08 | 0.63 | 0.05 | 0.92 | FALSE |
7 | GTEx | Brain Cerebellum | SMG6 | 0.24 | 0.03 | enet | 16 | 0.05 | 1.3e-02 | 4.7 | 5.7 | 1.1e-08 | -0.70 | 0.03 | 0.73 | FALSE |
8 | GTEx | Brain Cerebellum | SRR | 0.26 | 0.20 | lasso | 3 | 0.21 | 8.7e-07 | 5.1 | -5.3 | 1.4e-07 | 0.50 | 0.12 | 0.69 | FALSE |
9 | GTEx | Brain Frontal Cortex BA9 | SRR | 0.25 | 0.24 | lasso | 3 | 0.21 | 3.5e-06 | 5.1 | -5.1 | 3.0e-07 | 0.51 | 0.10 | 0.67 | FALSE |
10 | GTEx | Breast Mammary Tissue | SRR | 0.20 | 0.21 | lasso | 3 | 0.20 | 8.2e-11 | 5.1 | -5.2 | 2.4e-07 | 0.59 | 0.22 | 0.78 | FALSE |
11 | GTEx | Breast Mammary Tissue (Female) | SRR | 0.24 | 0.25 | lasso | 3 | 0.21 | 6.3e-07 | 5.1 | -5.3 | 1.3e-07 | 0.58 | 0.15 | 0.81 | FALSE |
12 | GTEx | Cells EBV-transformed lymphocytes | SRR | 0.39 | 0.34 | lasso | 5 | 0.35 | 3.1e-12 | 5.1 | -5.4 | 8.3e-08 | 0.54 | 0.24 | 0.76 | FALSE |
13 | GTEx | Cells Transformed fibroblasts | SRR | 0.36 | 0.38 | lasso | 4 | 0.38 | 8.2e-30 | 5.1 | -5.2 | 1.7e-07 | 0.54 | 0.22 | 0.77 | FALSE |
14 | GTEx | Colon Transverse | SRR | 0.28 | 0.21 | lasso | 5 | 0.19 | 1.6e-09 | 5.1 | -5.2 | 2.1e-07 | 0.55 | 0.22 | 0.78 | FALSE |
15 | GTEx | Esophagus Gastroesophageal Junction | SRR | 0.40 | 0.35 | lasso | 3 | 0.36 | 1.1e-13 | 5.1 | -5.2 | 2.2e-07 | 0.55 | 0.22 | 0.78 | FALSE |
16 | GTEx | Esophagus Mucosa | SRR | 0.23 | 0.24 | lasso | 5 | 0.24 | 2.0e-16 | 5.1 | -5.3 | 1.0e-07 | 0.55 | 0.26 | 0.74 | FALSE |
17 | GTEx | Esophagus Muscularis | SRR | 0.30 | 0.39 | lasso | 3 | 0.38 | 3.4e-24 | 5.1 | -5.2 | 1.7e-07 | 0.55 | 0.23 | 0.77 | FALSE |
18 | GTEx | Heart Atrial Appendage | SRR | 0.35 | 0.30 | lasso | 7 | 0.29 | 1.4e-13 | 5.1 | -5.7 | 1.2e-08 | 0.68 | 0.18 | 0.82 | FALSE |
19 | GTEx | Heart Left Ventricle | SRR | 0.15 | 0.16 | lasso | 3 | 0.13 | 2.9e-07 | 5.1 | -5.4 | 5.8e-08 | 0.54 | 0.14 | 0.86 | FALSE |
20 | GTEx | Lung | SRR | 0.24 | 0.28 | lasso | 2 | 0.26 | 3.4e-20 | 5.1 | -5.1 | 2.6e-07 | 0.56 | 0.23 | 0.77 | FALSE |
21 | GTEx | Nerve Tibial | SRR | 0.15 | 0.13 | lasso | 3 | 0.13 | 2.9e-09 | 5.0 | -5.4 | 7.2e-08 | 0.64 | 0.11 | 0.89 | FALSE |
22 | GTEx | Pancreas | SRR | 0.13 | 0.17 | lasso | 3 | 0.15 | 5.2e-07 | 5.1 | -5.1 | 2.7e-07 | 0.57 | 0.16 | 0.83 | FALSE |
23 | GTEx | Skin Sun Exposed Lower leg | SRR | 0.13 | 0.15 | lasso | 4 | 0.14 | 2.0e-11 | 5.1 | -5.5 | 4.2e-08 | 0.58 | 0.19 | 0.81 | FALSE |
24 | GTEx | Stomach | SRR | 0.27 | 0.30 | lasso | 7 | 0.28 | 7.1e-14 | 5.0 | -5.1 | 2.7e-07 | 0.59 | 0.22 | 0.78 | FALSE |
25 | GTEx | Thyroid | SRR | 0.26 | 0.27 | lasso | 4 | 0.25 | 2.0e-19 | 5.1 | -5.1 | 2.7e-07 | 0.55 | 0.23 | 0.76 | FALSE |
26 | GTEx | Vagina | SRR | 0.18 | 0.13 | lasso | 2 | 0.11 | 1.6e-03 | 4.8 | -5.4 | 8.1e-08 | 0.65 | 0.04 | 0.68 | FALSE |
27 | GTEx | Whole Blood | SRR | 0.09 | 0.03 | enet | 8 | 0.02 | 4.5e-03 | 5.1 | -5.6 | 1.8e-08 | 0.66 | 0.02 | 0.97 | FALSE |
28 | ROSMAP | Brain Pre-frontal Cortex | SRR | 0.25 | 0.39 | lasso | 3 | 0.39 | 5.6e-53 | 5.1 | -5.1 | 3.0e-07 | 0.54 | 0.23 | 0.77 | FALSE |
29 | YFS | Blood | SRR | 0.17 | 0.22 | lasso | 7 | 0.23 | 2.5e-72 | 5.1 | -5.2 | 2.6e-07 | 0.57 | 0.23 | 0.77 | FALSE |
30 | The Cancer Genome Atlas | Cervical Squamous Cell Carcinoma | SRR | 0.15 | 0.11 | blup | 61 | 0.07 | 4.0e-04 | 5.1 | -5.4 | 6.0e-08 | 0.44 | 0.00 | 0.98 | FALSE |
31 | The Cancer Genome Atlas | Colon Adenocarcinoma | SRR | 0.32 | 0.24 | lasso | 3 | 0.23 | 1.5e-13 | 5.1 | -5.3 | 1.5e-07 | 0.56 | 0.00 | 1.00 | FALSE |
32 | The Cancer Genome Atlas | Glioblastoma Multiforme | SRR | 0.24 | 0.16 | lasso | 1 | 0.13 | 9.0e-05 | 5.1 | -5.1 | 2.7e-07 | 0.54 | 0.00 | 0.95 | FALSE |
33 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | SRR | 0.10 | 0.10 | lasso | 2 | 0.09 | 1.0e-10 | 5.1 | -5.2 | 2.4e-07 | 0.56 | 0.00 | 1.00 | FALSE |
34 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | SRR | 0.22 | 0.23 | lasso | 2 | 0.21 | 2.3e-12 | 5.1 | -5.2 | 2.4e-07 | 0.55 | 0.00 | 1.00 | FALSE |
35 | The Cancer Genome Atlas | Liver Hepatocellular Carcinoma | SRR | 0.08 | 0.09 | enet | 3 | 0.08 | 1.7e-04 | 5.1 | -5.2 | 2.4e-07 | 0.56 | 0.00 | 0.97 | FALSE |
36 | The Cancer Genome Atlas | Lung Adenocarcinoma | SRR | 0.14 | 0.18 | lasso | 2 | 0.18 | 4.3e-21 | 5.1 | -5.2 | 2.4e-07 | 0.56 | 0.00 | 1.00 | FALSE |
37 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | SRR | 0.11 | 0.12 | lasso | 2 | 0.12 | 4.3e-13 | 5.1 | -5.1 | 3.0e-07 | 0.54 | 0.00 | 1.00 | FALSE |
38 | The Cancer Genome Atlas | Prostate Adenocarcinoma | SRR | 0.30 | 0.35 | lasso | 3 | 0.36 | 7.5e-39 | 5.1 | -5.2 | 1.6e-07 | 0.55 | 0.00 | 1.00 | FALSE |
39 | The Cancer Genome Atlas | Soft Tissue Sarcoma | SRR | 0.20 | 0.18 | lasso | 2 | 0.20 | 8.8e-12 | 5.1 | -5.2 | 2.5e-07 | 0.56 | 0.00 | 1.00 | FALSE |
40 | The Cancer Genome Atlas | Thyroid Carcinoma | SRR | 0.56 | 0.50 | lasso | 4 | 0.50 | 5.2e-55 | 5.1 | -5.2 | 1.6e-07 | 0.54 | 0.00 | 1.00 | FALSE |