Best TWAS P=3.08e-32 · Best GWAS P=4.94e-30 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 | RP11-529H2.2 | 0.07 | 0.03 | lasso | 6 | 0.05 | 1.3e-04 | -7.1 | -5.7 | 1.3e-08 | 0.27 | 0.27 | 0.05 | TRUE |
2 | GTEx | Adipose Visceral Omentum | HSD17B13 | 0.17 | 0.02 | enet | 18 | 0.05 | 2.1e-03 | -7.1 | -8.6 | 7.6e-18 | 0.42 | 0.88 | 0.03 | FALSE |
3 | GTEx | Artery Tibial | AFF1 | 0.10 | 0.06 | lasso | 5 | 0.06 | 2.4e-05 | 9.6 | 9.4 | 4.6e-21 | -0.48 | 0.75 | 0.14 | FALSE |
4 | GTEx | Brain Caudate basal ganglia | C4orf36 | 0.25 | 0.01 | enet | 25 | 0.09 | 1.6e-03 | 2.3 | -5.5 | 3.5e-08 | 0.52 | 0.06 | 0.22 | FALSE |
5 | GTEx | Brain Cerebellar Hemisphere | AFF1 | 0.52 | 0.14 | enet | 47 | 0.27 | 1.4e-07 | 9.6 | 7.2 | 4.7e-13 | -0.26 | 0.55 | 0.08 | FALSE |
6 | GTEx | Brain Cerebellum | AFF1 | 0.30 | 0.09 | enet | 15 | 0.26 | 2.5e-08 | 4.6 | 11.1 | 1.1e-28 | -0.61 | 0.07 | 0.88 | FALSE |
7 | GTEx | Breast Mammary Tissue | HSD17B11 | 0.27 | 0.01 | enet | 40 | 0.03 | 8.1e-03 | -7.9 | -6.3 | 2.2e-10 | 0.37 | 0.12 | 0.06 | FALSE |
8 | GTEx | Breast Mammary Tissue | RP11-529H2.2 | 0.22 | 0.07 | enet | 9 | 0.06 | 6.3e-04 | -7.9 | -6.9 | 4.1e-12 | 0.26 | 0.38 | 0.03 | TRUE |
9 | GTEx | Breast Mammary Tissue (Female) | HSD17B11 | 0.14 | -0.01 | lasso | 2 | 0.01 | 2.1e-01 | -9.0 | -9.4 | 6.8e-21 | 0.64 | 0.04 | 0.14 | FALSE |
10 | GTEx | Breast Mammary Tissue (Female) | RP11-529H2.2 | 0.07 | 0.03 | lasso | 1 | -0.01 | 8.0e-01 | -5.6 | -5.6 | 1.9e-08 | 0.21 | 0.04 | 0.06 | FALSE |
11 | GTEx | Cells Transformed fibroblasts | KLHL8 | 0.07 | 0.01 | lasso | 5 | 0.02 | 2.1e-02 | 5.8 | 7.7 | 1.6e-14 | -0.23 | 0.68 | 0.01 | FALSE |
12 | GTEx | Colon Sigmoid | PTPN13 | 0.21 | 0.03 | lasso | 7 | 0.06 | 4.6e-03 | -7.8 | 7.0 | 1.9e-12 | -0.51 | 0.07 | 0.18 | FALSE |
13 | GTEx | Esophagus Mucosa | HSD17B11 | 0.09 | 0.04 | lasso | 6 | 0.07 | 2.3e-05 | -7.9 | -7.8 | 7.1e-15 | 0.26 | 0.60 | 0.04 | FALSE |
14 | GTEx | Esophagus Mucosa | RP11-529H2.2 | 0.12 | 0.00 | lasso | 7 | 0.00 | 1.6e-01 | -7.9 | -9.2 | 4.5e-20 | 0.41 | 0.04 | 0.57 | TRUE |
15 | GTEx | Esophagus Muscularis | PTPN13 | 0.12 | 0.00 | enet | 21 | 0.01 | 1.2e-01 | -7.8 | 5.8 | 5.0e-09 | -0.41 | 0.10 | 0.13 | FALSE |
16 | GTEx | Esophagus Muscularis | AFF1 | 0.11 | 0.09 | lasso | 2 | 0.10 | 1.3e-06 | -10.3 | 11.8 | 3.1e-32 | -0.84 | 0.02 | 0.97 | TRUE |
17 | GTEx | Lung | HSD17B13 | 0.07 | 0.01 | lasso | 4 | 0.00 | 1.8e-01 | -4.4 | 5.4 | 6.8e-08 | -0.19 | 0.25 | 0.03 | FALSE |
18 | GTEx | Skin Sun Exposed Lower leg | HSD17B13 | 0.11 | 0.09 | lasso | 5 | 0.08 | 2.2e-07 | -5.9 | 6.0 | 2.1e-09 | -0.21 | 0.98 | 0.00 | FALSE |
19 | GTEx | Spleen | HSD17B13 | 0.26 | 0.13 | lasso | 7 | 0.22 | 2.2e-06 | -5.7 | 5.1 | 3.1e-07 | -0.20 | 0.29 | 0.05 | FALSE |
20 | GTEx | Thyroid | HSD17B11 | 0.15 | 0.04 | enet | 16 | 0.05 | 1.6e-04 | -7.9 | -6.9 | 6.3e-12 | 0.21 | 0.30 | 0.03 | FALSE |
21 | GTEx | Thyroid | RP11-529H2.2 | 0.10 | 0.06 | lasso | 5 | 0.04 | 4.4e-04 | -7.9 | -7.9 | 2.4e-15 | 0.28 | 0.74 | 0.02 | TRUE |
22 | GTEx | Whole Blood | HSD17B13 | 0.25 | 0.12 | enet | 33 | 0.14 | 5.3e-13 | -5.8 | 6.9 | 4.0e-12 | -0.31 | 1.00 | 0.00 | FALSE |
23 | METSIM | Adipose | AFF1 | 0.06 | 0.05 | lasso | 11 | 0.06 | 8.1e-09 | -6.2 | 6.2 | 5.8e-10 | -0.43 | 1.00 | 0.00 | FALSE |
24 | NTR | Blood | HSD17B11 | 0.02 | 0.01 | lasso | 6 | 0.01 | 3.1e-05 | 4.4 | -6.5 | 6.5e-11 | 0.25 | 0.60 | 0.04 | FALSE |
25 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | C4orf36 | 0.02 | 0.01 | blup | 36 | 0.01 | 3.7e-02 | 6.4 | -7.5 | 4.5e-14 | 0.39 | 0.02 | 0.10 | FALSE |
26 | The Cancer Genome Atlas | Brain Lower Grade Glioma | C4orf36 | 0.05 | 0.03 | lasso | 4 | 0.02 | 9.1e-04 | 6.4 | -6.0 | 2.5e-09 | 0.23 | 0.58 | 0.02 | FALSE |
27 | The Cancer Genome Atlas | Ovarian Serous Cystadenocarcinoma | HSD17B11 | 0.06 | 0.02 | blup | 51 | 0.05 | 2.2e-04 | -4.4 | -6.1 | 1.2e-09 | 0.18 | 0.04 | 0.19 | FALSE |
28 | The Cancer Genome Atlas | Stomach Adenocarcinoma | HSD17B11 | 0.04 | 0.03 | blup | 50 | 0.00 | 3.3e-01 | 4.2 | -6.6 | 3.1e-11 | 0.20 | 0.06 | 0.25 | FALSE |
29 | The Cancer Genome Atlas | Thyroid Carcinoma | C4orf36 | 0.03 | 0.01 | blup | 36 | 0.02 | 4.1e-03 | 6.4 | -7.4 | 1.0e-13 | 0.37 | 0.03 | 0.08 | FALSE |
30 | The Cancer Genome Atlas | Thyroid Carcinoma | HSD17B11 | 0.14 | 0.11 | blup | 51 | 0.16 | 7.0e-15 | -5.6 | -7.0 | 3.5e-12 | 0.25 | 0.72 | 0.28 | TRUE |
31 | The Cancer Genome Atlas | Thyroid Carcinoma | HSD17B13 | 0.04 | 0.01 | blup | 43 | 0.02 | 3.2e-03 | -6.5 | 6.8 | 1.1e-11 | -0.27 | 0.02 | 0.59 | TRUE |