Best TWAS P=1.35e-22 · Best GWAS P=1.34e-38 conditioned to 7.09e-06
# | 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 | TIMP4 | 0.11 | 0.05 | bslmm | 508 | 0.06 | 6.8e-08 | 2.95 | 7.5 | 9.0e-14 | -0.31 | 1.00 | 0.00 | FALSE |
2 | GTEx | Adipose Subcutaneous | RAF1 | 0.08 | 0.02 | lasso | 6 | 0.04 | 5.2e-04 | 4.88 | -5.6 | 2.2e-08 | 0.00 | 0.77 | 0.01 | FALSE |
3 | GTEx | Adipose Subcutaneous | SYN2 | 0.10 | 0.04 | lasso | 5 | 0.05 | 9.3e-05 | 5.81 | 6.0 | 1.8e-09 | -0.30 | 0.86 | 0.04 | FALSE |
4 | GTEx | Artery Aorta | TSEN2 | 0.11 | 0.01 | enet | 22 | 0.02 | 1.7e-02 | 4.78 | 7.5 | 5.9e-14 | -0.23 | 0.37 | 0.11 | FALSE |
5 | GTEx | Artery Aorta | SYN2 | 0.14 | 0.08 | enet | 15 | 0.09 | 1.0e-05 | 3.07 | 5.5 | 4.0e-08 | -0.27 | 0.95 | 0.02 | FALSE |
6 | GTEx | Brain Cerebellar Hemisphere | PPARG | 0.57 | 0.57 | lasso | 5 | 0.54 | 3.6e-16 | 9.78 | 9.8 | 1.4e-22 | -0.26 | 1.00 | 0.00 | TRUE |
7 | GTEx | Brain Cerebellum | PPARG | 0.64 | 0.57 | lasso | 7 | 0.57 | 4.1e-20 | 9.78 | 9.7 | 4.5e-22 | -0.26 | 1.00 | 0.00 | FALSE |
8 | GTEx | Brain Hypothalamus | TIMP4 | 0.24 | 0.10 | lasso | 4 | 0.11 | 1.7e-03 | 6.33 | 6.2 | 6.2e-10 | -0.34 | 0.33 | 0.06 | FALSE |
9 | GTEx | Cells EBV-transformed lymphocytes | PPARG | 0.23 | 0.09 | lasso | 12 | 0.07 | 2.1e-03 | 11.33 | 9.4 | 3.4e-21 | -0.30 | 0.45 | 0.03 | FALSE |
10 | GTEx | Cells EBV-transformed lymphocytes | TSEN2 | 0.48 | 0.27 | lasso | 12 | 0.26 | 6.3e-09 | 4.70 | 5.9 | 4.4e-09 | -0.14 | 0.94 | 0.01 | FALSE |
11 | GTEx | Cells Transformed fibroblasts | CAND2 | 0.34 | 0.08 | lasso | 14 | 0.13 | 8.1e-10 | -1.60 | -5.5 | 3.2e-08 | 0.48 | 0.18 | 0.81 | FALSE |
12 | GTEx | Esophagus Gastroesophageal Junction | SYN2 | 0.23 | 0.09 | lasso | 4 | 0.12 | 3.3e-05 | 5.70 | 6.8 | 1.2e-11 | -0.34 | 0.84 | 0.03 | FALSE |
13 | GTEx | Esophagus Mucosa | SYN2 | 0.25 | 0.17 | lasso | 6 | 0.17 | 1.1e-11 | 5.89 | 6.0 | 2.3e-09 | -0.29 | 1.00 | 0.00 | FALSE |
14 | GTEx | Esophagus Muscularis | TSEN2 | 0.12 | 0.03 | enet | 36 | 0.05 | 5.6e-04 | 0.65 | 7.5 | 4.4e-14 | -0.39 | 0.09 | 0.26 | TRUE |
15 | GTEx | Esophagus Muscularis | SYN2 | 0.20 | 0.18 | lasso | 6 | 0.18 | 5.1e-11 | 5.85 | 6.7 | 1.8e-11 | -0.34 | 1.00 | 0.00 | FALSE |
16 | GTEx | Heart Left Ventricle | SYN2 | 0.15 | 0.14 | lasso | 7 | 0.11 | 3.0e-06 | 5.09 | 6.7 | 1.8e-11 | -0.38 | 0.87 | 0.08 | FALSE |
17 | GTEx | Lung | SYN2 | 0.19 | 0.12 | lasso | 6 | 0.12 | 2.1e-09 | 5.85 | 6.0 | 2.0e-09 | -0.33 | 1.00 | 0.00 | FALSE |
18 | GTEx | Muscle Skeletal | SYN2 | 0.18 | 0.10 | enet | 28 | 0.14 | 5.3e-14 | 4.90 | 6.1 | 1.0e-09 | -0.31 | 1.00 | 0.00 | FALSE |
19 | GTEx | Nerve Tibial | MKRN2 | 0.12 | 0.00 | enet | 41 | 0.00 | 3.0e-01 | -4.29 | 7.2 | 5.3e-13 | -0.08 | 0.19 | 0.12 | TRUE |
20 | GTEx | Skin Not Sun Exposed Suprapubic | SYN2 | 0.12 | 0.08 | lasso | 4 | 0.03 | 1.4e-02 | 5.85 | 5.4 | 5.2e-08 | -0.31 | 0.76 | 0.01 | FALSE |
21 | METSIM | Adipose | TIMP4 | 0.06 | 0.03 | blup | 512 | 0.03 | 4.6e-05 | 5.70 | -7.5 | 6.5e-14 | 0.20 | 0.91 | 0.00 | FALSE |
22 | METSIM | Adipose | TSEN2 | 0.06 | 0.02 | enet | 30 | 0.06 | 9.3e-10 | -8.60 | 6.9 | 4.5e-12 | -0.66 | 0.03 | 0.97 | FALSE |
23 | NTR | Blood | MKRN2 | 0.05 | 0.04 | enet | 14 | 0.04 | 5.9e-14 | 7.04 | -5.9 | 3.9e-09 | -0.03 | 1.00 | 0.00 | FALSE |
24 | ROSMAP | Brain Pre-frontal Cortex | TIMP4 | 0.07 | 0.05 | lasso | 7 | 0.06 | 5.5e-08 | 7.51 | 6.3 | 3.0e-10 | -0.37 | 1.00 | 0.00 | FALSE |
25 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | SYN2 | 0.04 | 0.04 | lasso | 2 | 0.04 | 4.9e-05 | 5.89 | 6.4 | 2.1e-10 | -0.33 | 0.38 | 0.02 | FALSE |
26 | The Cancer Genome Atlas | Lung Adenocarcinoma | SYN2 | 0.03 | 0.02 | enet | 6 | 0.02 | 4.0e-03 | 6.33 | 6.3 | 3.4e-10 | -0.29 | 0.28 | 0.03 | FALSE |
27 | The Cancer Genome Atlas | Prostate Adenocarcinoma | SYN2 | 0.11 | 0.12 | lasso | 6 | 0.11 | 1.0e-11 | 5.77 | 5.4 | 5.8e-08 | -0.30 | 1.00 | 0.00 | FALSE |
28 | The Cancer Genome Atlas | Prostate Adenocarcinoma | TIMP4 | 0.03 | 0.03 | blup | 32 | 0.02 | 1.4e-03 | 6.04 | 7.0 | 2.1e-12 | -0.32 | 0.04 | 0.07 | TRUE |
29 | The Cancer Genome Atlas | Thyroid Carcinoma | TSEN2 | 0.09 | 0.04 | blup | 78 | 0.05 | 9.2e-06 | 4.78 | -5.5 | 4.8e-08 | -0.04 | 0.28 | 0.12 | FALSE |