Best TWAS P=2.99e-41 · Best GWAS P=4.44e-38 conditioned to 1
# | 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 | Brain Cerebellar Hemisphere | DCST2 | 0.45 | 0.10 | lasso | 6 | 0.16 | 6.6e-05 | -4.162 | 9.7 | 2.0e-22 | 0.75 | 0.01 | 0.96 | TRUE |
2 | GTEx | Brain Nucleus accumbens basal ganglia | DCST2 | 0.28 | 0.04 | lasso | 5 | 0.13 | 2.0e-04 | 12.901 | 8.2 | 3.3e-16 | 0.69 | 0.02 | 0.90 | TRUE |
3 | GTEx | Brain Putamen basal ganglia | DCST2 | 0.56 | 0.05 | enet | 11 | 0.10 | 2.8e-03 | -4.162 | 5.2 | 1.6e-07 | 0.47 | 0.18 | 0.58 | FALSE |
4 | GTEx | Breast Mammary Tissue (Female) | FAM189B | 0.05 | -0.01 | lasso | 2 | 0.00 | 4.8e-01 | -6.674 | 6.7 | 2.8e-11 | 0.09 | 0.04 | 0.07 | FALSE |
5 | GTEx | Colon Sigmoid | GBAP1 | 0.16 | 0.13 | enet | 8 | 0.14 | 8.4e-06 | 3.286 | 5.1 | 2.8e-07 | 0.09 | 0.65 | 0.04 | FALSE |
6 | GTEx | Esophagus Mucosa | ADAM15 | 0.11 | 0.02 | enet | 16 | 0.04 | 1.5e-03 | -5.708 | -6.1 | 1.1e-09 | -0.43 | 0.13 | 0.78 | FALSE |
7 | GTEx | Esophagus Mucosa | MUC1 | 0.17 | 0.20 | lasso | 4 | 0.18 | 5.6e-12 | -7.492 | -7.1 | 9.9e-13 | -0.12 | 1.00 | 0.00 | TRUE |
8 | GTEx | Pancreas | THBS3 | 0.36 | 0.14 | lasso | 6 | 0.12 | 1.0e-05 | 2.897 | -6.1 | 1.1e-09 | -0.34 | 0.18 | 0.54 | TRUE |
9 | GTEx | Pancreas | RP11-263K19.4 | 0.22 | 0.06 | enet | 23 | 0.05 | 3.1e-03 | 2.897 | -8.5 | 2.3e-17 | -0.43 | 0.06 | 0.49 | FALSE |
10 | GTEx | Skin Not Sun Exposed Suprapubic | GBAP1 | 0.15 | 0.06 | lasso | 4 | 0.06 | 3.6e-04 | -7.566 | 6.2 | 5.2e-10 | 0.11 | 0.54 | 0.04 | FALSE |
11 | GTEx | Skin Sun Exposed Lower leg | ADAM15 | 0.14 | 0.09 | lasso | 4 | 0.08 | 6.1e-07 | 12.901 | -13.5 | 3.0e-41 | -0.96 | 0.00 | 1.00 | TRUE |
12 | GTEx | Spleen | SHC1 | 0.22 | 0.14 | lasso | 2 | 0.08 | 4.0e-03 | -5.716 | -5.5 | 4.5e-08 | -0.15 | 0.14 | 0.05 | FALSE |
13 | GTEx | Testis | MUC1 | 0.20 | 0.02 | lasso | 7 | 0.07 | 7.5e-04 | -7.566 | -6.5 | 1.1e-10 | -0.11 | 0.27 | 0.05 | TRUE |
14 | GTEx | Thyroid | DCST2 | 0.16 | 0.12 | lasso | 2 | 0.11 | 6.4e-09 | -4.162 | 6.2 | 4.7e-10 | 0.53 | 0.38 | 0.62 | FALSE |
15 | GTEx | Vagina | GBAP1 | 0.27 | 0.08 | lasso | 7 | 0.17 | 1.3e-04 | -5.716 | 5.5 | 3.3e-08 | 0.09 | 0.25 | 0.05 | FALSE |
16 | METSIM | Adipose | DCST2 | 0.04 | 0.04 | enet | 12 | 0.04 | 4.3e-07 | -3.990 | 5.6 | 2.0e-08 | 0.47 | 0.86 | 0.11 | TRUE |
17 | NTR | Blood | ZBTB7B | 0.02 | 0.02 | lasso | 1 | 0.01 | 5.4e-05 | 7.171 | 7.2 | 7.4e-13 | 0.67 | 0.87 | 0.03 | FALSE |
18 | ROSMAP | Brain Pre-frontal Cortex | SLC50A1 | 0.06 | 0.02 | bslmm | 331 | 0.03 | 4.3e-05 | -7.492 | -7.4 | 1.8e-13 | -0.27 | 0.65 | 0.04 | FALSE |
19 | The Cancer Genome Atlas | Bladder Urothelial Carcinoma | TRIM46 | 0.03 | 0.00 | blup | 33 | 0.02 | 3.6e-03 | -7.492 | -6.5 | 7.2e-11 | -0.11 | 0.01 | 0.68 | FALSE |
20 | The Cancer Genome Atlas | Breast Invasive Carcinoma | LENEP | 0.01 | 0.00 | blup | 37 | 0.01 | 1.6e-03 | -3.880 | 5.9 | 4.1e-09 | 0.48 | 0.02 | 0.30 | FALSE |
21 | The Cancer Genome Atlas | Breast Invasive Carcinoma | TRIM46 | 0.03 | 0.01 | blup | 32 | 0.01 | 4.9e-03 | -7.441 | -5.4 | 7.8e-08 | -0.11 | 0.00 | 0.63 | TRUE |
22 | The Cancer Genome Atlas | Colon Adenocarcinoma | ADAM15 | 0.15 | 0.02 | blup | 49 | 0.08 | 1.4e-05 | 6.463 | -6.1 | 1.3e-09 | -0.34 | 0.03 | 0.04 | TRUE |
23 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | MUC1 | 0.04 | 0.01 | enet | 4 | 0.02 | 1.3e-03 | -7.492 | -6.4 | 1.9e-10 | -0.15 | 0.00 | 0.89 | FALSE |
24 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | RAG1AP1 | 0.07 | 0.00 | blup | 76 | 0.00 | 2.9e-01 | -3.101 | -6.2 | 4.1e-10 | -0.17 | 0.02 | 0.25 | FALSE |
25 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | ADAM15 | 0.09 | 0.00 | blup | 49 | 0.02 | 3.6e-02 | 0.036 | -5.6 | 2.0e-08 | -0.43 | 0.01 | 0.09 | FALSE |
26 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | ZBTB7B | 0.05 | 0.06 | lasso | 2 | 0.05 | 1.8e-06 | 12.901 | -12.9 | 4.7e-38 | -1.00 | 0.00 | 1.00 | FALSE |
27 | The Cancer Genome Atlas | Prostate Adenocarcinoma | GBA | 0.05 | 0.01 | lasso | 2 | 0.01 | 2.3e-02 | 6.707 | -5.5 | 3.1e-08 | -0.07 | 0.02 | 0.04 | FALSE |