Best TWAS P=4.94e-29 · Best GWAS P=4.38e-31 conditioned to NaN
# | 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 | MKRN2 | 0.13 | 0.04 | enet | 10 | 0.07 | 3.2e-06 | 5.6 | 6.1 | 1.4e-09 | -0.03 | 0.89 | 0.00 | FALSE |
2 | GTEx | Adipose Visceral Omentum | MKRN2 | 0.20 | 0.05 | enet | 11 | 0.09 | 1.7e-05 | 4.8 | 6.4 | 1.5e-10 | -0.07 | 0.87 | 0.01 | TRUE |
3 | GTEx | Artery Aorta | MKRN2 | 0.30 | 0.07 | enet | 15 | 0.15 | 1.2e-08 | 6.4 | 5.9 | 4.3e-09 | -0.06 | 0.98 | 0.00 | FALSE |
4 | GTEx | Artery Aorta | TSEN2 | 0.11 | 0.01 | enet | 22 | 0.02 | 1.7e-02 | -2.9 | -9.1 | 1.5e-19 | 0.52 | 0.18 | 0.57 | FALSE |
5 | GTEx | Artery Tibial | MKRN2 | 0.27 | 0.09 | enet | 20 | 0.25 | 3.1e-19 | 5.6 | 7.6 | 2.2e-14 | -0.07 | 1.00 | 0.00 | TRUE |
6 | GTEx | Artery Tibial | TSEN2 | 0.14 | 0.10 | lasso | 6 | 0.07 | 5.3e-06 | 6.5 | -6.8 | 9.1e-12 | 0.12 | 1.00 | 0.00 | TRUE |
7 | GTEx | Brain Caudate basal ganglia | MKRN2 | 0.38 | 0.01 | lasso | 9 | 0.04 | 3.3e-02 | -5.2 | 5.7 | 1.3e-08 | -0.07 | 0.11 | 0.09 | FALSE |
8 | GTEx | Brain Cerebellar Hemisphere | PPARG | 0.57 | 0.57 | lasso | 5 | 0.54 | 3.6e-16 | -7.6 | -7.5 | 4.9e-14 | 0.62 | 0.98 | 0.02 | FALSE |
9 | GTEx | Brain Cerebellum | PPARG | 0.64 | 0.57 | lasso | 7 | 0.57 | 4.1e-20 | -7.6 | -7.9 | 2.9e-15 | 0.61 | 1.00 | 0.00 | FALSE |
10 | GTEx | Breast Mammary Tissue (Female) | TIMP4 | 0.40 | 0.00 | lasso | 12 | 0.06 | 5.7e-03 | 3.1 | 5.4 | 8.4e-08 | -0.13 | 0.09 | 0.08 | TRUE |
11 | GTEx | Cells EBV-transformed lymphocytes | PPARG | 0.23 | 0.09 | lasso | 12 | 0.07 | 2.1e-03 | -10.7 | -11.2 | 4.9e-29 | 0.87 | 0.05 | 0.89 | TRUE |
12 | GTEx | Cells Transformed fibroblasts | MKRN2 | 0.18 | 0.16 | lasso | 6 | 0.16 | 8.8e-12 | 5.7 | 6.5 | 1.0e-10 | -0.05 | 1.00 | 0.00 | FALSE |
13 | GTEx | Esophagus Gastroesophageal Junction | MKRN2 | 0.17 | 0.10 | enet | 13 | 0.07 | 1.9e-03 | 6.3 | 5.5 | 3.9e-08 | -0.11 | 0.28 | 0.06 | TRUE |
14 | GTEx | Esophagus Muscularis | TSEN2 | 0.12 | 0.03 | enet | 36 | 0.05 | 5.6e-04 | 6.3 | -7.2 | 8.8e-13 | 0.29 | 0.09 | 0.26 | TRUE |
15 | GTEx | Heart Atrial Appendage | MKRN2 | 0.14 | 0.09 | lasso | 3 | 0.08 | 1.5e-04 | 5.4 | 6.0 | 2.5e-09 | -0.13 | 0.75 | 0.01 | TRUE |
16 | GTEx | Heart Left Ventricle | MKRN2 | 0.21 | 0.05 | enet | 15 | 0.14 | 1.1e-07 | 4.8 | 6.2 | 5.2e-10 | -0.11 | 0.94 | 0.00 | TRUE |
17 | GTEx | Heart Left Ventricle | PPARG | 0.25 | 0.07 | enet | 36 | 0.10 | 5.1e-06 | -7.7 | -5.2 | 2.1e-07 | 0.34 | 0.64 | 0.08 | TRUE |
18 | GTEx | Lung | MKRN2 | 0.11 | 0.06 | lasso | 7 | 0.06 | 1.7e-05 | 5.6 | 6.1 | 1.1e-09 | -0.04 | 0.86 | 0.00 | FALSE |
19 | GTEx | Muscle Skeletal | MKRN2 | 0.38 | 0.33 | enet | 14 | 0.39 | 1.7e-40 | 5.7 | 6.2 | 7.2e-10 | -0.03 | 1.00 | 0.00 | FALSE |
20 | GTEx | Muscle Skeletal | SYN2 | 0.18 | 0.10 | enet | 28 | 0.14 | 5.3e-14 | -5.2 | -6.9 | 4.0e-12 | 0.41 | 1.00 | 0.00 | TRUE |
21 | GTEx | Thyroid | MKRN2 | 0.11 | 0.04 | enet | 14 | 0.05 | 6.3e-05 | 6.4 | 8.3 | 1.3e-16 | -0.13 | 0.86 | 0.03 | FALSE |
22 | NTR | Blood | TSEN2 | 0.02 | 0.00 | bslmm | 481 | 0.01 | 1.4e-03 | 5.6 | -8.9 | 5.6e-19 | 0.27 | 0.29 | 0.04 | FALSE |
23 | ROSMAP | Brain Pre-frontal Cortex | MKRN2 | 0.16 | 0.05 | lasso | 10 | 0.08 | 1.8e-10 | 3.4 | 5.2 | 2.1e-07 | 0.00 | 1.00 | 0.00 | FALSE |
24 | YFS | Blood | MKRN2 | 0.25 | 0.16 | enet | 16 | 0.18 | 7.2e-57 | 5.7 | 6.0 | 1.6e-09 | -0.01 | 1.00 | 0.00 | FALSE |
25 | YFS | Blood | RAF1 | 0.02 | 0.03 | lasso | 2 | 0.03 | 2.1e-10 | 5.8 | 5.9 | 3.1e-09 | -0.13 | 1.00 | 0.00 | FALSE |
26 | YFS | Blood | TSEN2 | 0.14 | 0.10 | enet | 34 | 0.14 | 2.7e-44 | -2.9 | -7.3 | 3.3e-13 | 0.23 | 1.00 | 0.00 | FALSE |
27 | The Cancer Genome Atlas | Colon Adenocarcinoma | MKRN2 | 0.10 | 0.07 | lasso | 1 | 0.06 | 1.9e-04 | 5.6 | 5.6 | 1.9e-08 | -0.02 | 0.05 | 0.22 | FALSE |
28 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | MKRN2 | 0.07 | 0.04 | lasso | 2 | 0.03 | 3.4e-04 | 5.6 | 5.7 | 1.4e-08 | -0.03 | 0.11 | 0.51 | FALSE |
29 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | MKRN2 | 0.14 | 0.09 | lasso | 4 | 0.14 | 1.9e-15 | 5.6 | 5.2 | 1.8e-07 | -0.02 | 0.22 | 0.78 | FALSE |
30 | The Cancer Genome Atlas | Liver Hepatocellular Carcinoma | MKRN2 | 0.18 | 0.03 | enet | 9 | 0.05 | 1.8e-03 | 5.6 | 7.0 | 2.3e-12 | -0.07 | 0.02 | 0.49 | TRUE |
31 | The Cancer Genome Atlas | Lung Adenocarcinoma | MKRN2 | 0.17 | 0.10 | lasso | 3 | 0.09 | 3.6e-10 | 5.6 | 5.5 | 4.9e-08 | -0.01 | 0.54 | 0.46 | FALSE |
32 | The Cancer Genome Atlas | Ovarian Serous Cystadenocarcinoma | TSEN2 | 0.06 | 0.00 | enet | 18 | 0.03 | 6.2e-03 | 6.5 | -5.2 | 2.2e-07 | 0.14 | 0.02 | 0.42 | FALSE |
33 | The Cancer Genome Atlas | Pancreatic Adenocarcinoma | MKRN2 | 0.20 | 0.13 | lasso | 3 | 0.12 | 8.8e-06 | 5.6 | 6.0 | 2.0e-09 | -0.02 | 0.05 | 0.76 | FALSE |
34 | The Cancer Genome Atlas | Prostate Adenocarcinoma | TIMP4 | 0.03 | 0.03 | blup | 32 | 0.02 | 1.4e-03 | -8.3 | -7.7 | 1.8e-14 | 0.45 | 0.00 | 0.91 | FALSE |
35 | The Cancer Genome Atlas | Prostate Adenocarcinoma | TSEN2 | 0.09 | 0.03 | blup | 78 | 0.06 | 5.0e-07 | 6.3 | -5.8 | 6.4e-09 | 0.16 | 0.01 | 0.98 | FALSE |
36 | The Cancer Genome Atlas | Thyroid Carcinoma | MKRN2 | 0.22 | 0.14 | lasso | 4 | 0.14 | 1.5e-13 | 5.6 | 6.3 | 3.5e-10 | -0.05 | 0.54 | 0.46 | FALSE |