Best TWAS P=3.25e-36 · Best GWAS P=3.21e-36 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 | Adipose Subcutaneous | PBXIP1 | 0.06 | 0.04 | lasso | 5 | 0.02 | 5.8e-03 | 4.87 | -5.5 | 4.8e-08 | 0.25 | 0.61 | 0.02 | FALSE |
2 | GTEx | Brain Cerebellar Hemisphere | DAP3 | 0.13 | 0.12 | lasso | 2 | 0.13 | 2.8e-04 | 5.69 | 5.8 | 8.4e-09 | -0.02 | 0.06 | 0.63 | FALSE |
3 | GTEx | Brain Cerebellar Hemisphere | DCST2 | 0.45 | 0.10 | lasso | 6 | 0.16 | 6.6e-05 | 5.31 | -10.4 | 4.0e-25 | 0.75 | 0.01 | 0.96 | FALSE |
4 | GTEx | Brain Cerebellum | DCST2 | 0.48 | 0.27 | lasso | 9 | 0.31 | 6.0e-10 | 4.74 | -5.8 | 6.6e-09 | 0.42 | 0.84 | 0.12 | FALSE |
5 | GTEx | Brain Nucleus accumbens basal ganglia | DCST2 | 0.28 | 0.04 | lasso | 5 | 0.13 | 2.0e-04 | -12.57 | -8.9 | 5.3e-19 | 0.69 | 0.02 | 0.90 | FALSE |
6 | GTEx | Brain Putamen basal ganglia | DCST2 | 0.56 | 0.05 | enet | 11 | 0.10 | 2.8e-03 | 5.31 | -6.2 | 6.7e-10 | 0.47 | 0.18 | 0.58 | FALSE |
7 | GTEx | Breast Mammary Tissue (Female) | FAM189B | 0.05 | -0.01 | lasso | 2 | 0.00 | 4.8e-01 | 6.98 | -7.0 | 3.3e-12 | 0.09 | 0.04 | 0.07 | FALSE |
8 | GTEx | Esophagus Mucosa | ADAM15 | 0.11 | 0.02 | enet | 16 | 0.04 | 1.5e-03 | 5.08 | 5.2 | 2.1e-07 | -0.43 | 0.13 | 0.78 | FALSE |
9 | GTEx | Esophagus Mucosa | MUC1 | 0.17 | 0.20 | lasso | 4 | 0.18 | 5.6e-12 | 7.61 | 7.3 | 3.4e-13 | -0.12 | 1.00 | 0.00 | TRUE |
10 | GTEx | Nerve Tibial | PBXIP1 | 0.08 | 0.02 | enet | 9 | 0.04 | 5.3e-04 | 2.62 | -5.6 | 2.3e-08 | 0.31 | 0.69 | 0.12 | FALSE |
11 | GTEx | Pancreas | THBS3 | 0.36 | 0.14 | lasso | 6 | 0.12 | 1.0e-05 | -2.45 | 5.5 | 3.2e-08 | -0.34 | 0.18 | 0.53 | TRUE |
12 | GTEx | Pancreas | RP11-263K19.4 | 0.22 | 0.06 | enet | 23 | 0.05 | 3.1e-03 | -2.45 | 7.6 | 2.2e-14 | -0.43 | 0.06 | 0.49 | FALSE |
13 | GTEx | Pituitary | KCNN3 | 0.41 | 0.31 | lasso | 6 | 0.28 | 7.4e-08 | 5.43 | 5.9 | 2.9e-09 | -0.29 | 0.88 | 0.04 | TRUE |
14 | GTEx | Skin Not Sun Exposed Suprapubic | GBAP1 | 0.15 | 0.06 | lasso | 4 | 0.06 | 3.6e-04 | 7.82 | -6.0 | 1.5e-09 | 0.11 | 0.54 | 0.04 | FALSE |
15 | GTEx | Skin Sun Exposed Lower leg | ADAM15 | 0.14 | 0.09 | lasso | 4 | 0.08 | 6.1e-07 | -12.57 | 12.4 | 2.7e-35 | -0.96 | 0.00 | 1.00 | FALSE |
16 | GTEx | Spleen | SHC1 | 0.22 | 0.14 | lasso | 2 | 0.08 | 4.0e-03 | 5.82 | 5.2 | 1.7e-07 | -0.15 | 0.14 | 0.05 | FALSE |
17 | GTEx | Testis | YY1AP1 | 0.54 | 0.34 | lasso | 7 | 0.38 | 4.7e-18 | 5.78 | -5.6 | 2.5e-08 | 0.03 | 1.00 | 0.00 | FALSE |
18 | GTEx | Testis | MUC1 | 0.20 | 0.02 | lasso | 7 | 0.07 | 7.5e-04 | 7.82 | 5.1 | 2.7e-07 | -0.11 | 0.27 | 0.05 | TRUE |
19 | GTEx | Testis | RP11-29H23.5 | 0.49 | 0.34 | lasso | 5 | 0.39 | 2.4e-18 | 5.78 | -5.8 | 5.2e-09 | 0.03 | 1.00 | 0.00 | FALSE |
20 | GTEx | Thyroid | DCST2 | 0.16 | 0.12 | lasso | 2 | 0.11 | 6.4e-09 | 5.31 | -7.2 | 5.5e-13 | 0.53 | 0.38 | 0.62 | FALSE |
21 | GTEx | Vagina | GBAP1 | 0.27 | 0.08 | lasso | 7 | 0.17 | 1.3e-04 | 5.82 | -5.6 | 2.4e-08 | 0.09 | 0.25 | 0.05 | FALSE |
22 | METSIM | Adipose | DCST2 | 0.04 | 0.04 | enet | 12 | 0.04 | 4.3e-07 | 4.70 | -6.1 | 1.1e-09 | 0.47 | 0.86 | 0.11 | FALSE |
23 | NTR | Blood | ZBTB7B | 0.02 | 0.02 | lasso | 1 | 0.01 | 5.4e-05 | -7.06 | -7.1 | 1.6e-12 | 0.67 | 0.87 | 0.03 | TRUE |
24 | ROSMAP | Brain Pre-frontal Cortex | SLC50A1 | 0.06 | 0.02 | bslmm | 331 | 0.03 | 4.3e-05 | 7.61 | 7.2 | 4.0e-13 | -0.27 | 0.65 | 0.04 | FALSE |
25 | The Cancer Genome Atlas | Bladder Urothelial Carcinoma | TRIM46 | 0.03 | 0.00 | blup | 33 | 0.02 | 3.6e-03 | 7.61 | 6.7 | 2.4e-11 | -0.11 | 0.03 | 0.06 | FALSE |
26 | The Cancer Genome Atlas | Breast Invasive Carcinoma | LENEP | 0.01 | 0.00 | blup | 37 | 0.01 | 1.6e-03 | 4.83 | -6.3 | 3.6e-10 | 0.48 | 0.02 | 0.30 | FALSE |
27 | The Cancer Genome Atlas | Breast Invasive Carcinoma | TRIM46 | 0.03 | 0.01 | blup | 32 | 0.01 | 4.9e-03 | 7.83 | 6.7 | 2.4e-11 | -0.11 | 0.01 | 0.05 | TRUE |
28 | The Cancer Genome Atlas | Breast Invasive Carcinoma | YY1AP1 | 0.03 | 0.01 | enet | 3 | 0.01 | 1.6e-03 | 5.79 | -6.7 | 2.2e-11 | -0.02 | 0.00 | 0.97 | FALSE |
29 | The Cancer Genome Atlas | Colon Adenocarcinoma | ADAM15 | 0.15 | 0.02 | blup | 49 | 0.08 | 1.4e-05 | -8.46 | 6.3 | 3.0e-10 | -0.34 | 0.03 | 0.04 | TRUE |
30 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | MUC1 | 0.04 | 0.01 | enet | 4 | 0.02 | 1.3e-03 | 7.61 | 7.0 | 1.8e-12 | -0.15 | 0.03 | 0.11 | FALSE |
31 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | RAG1AP1 | 0.07 | 0.00 | blup | 76 | 0.00 | 2.9e-01 | 2.24 | 5.6 | 2.2e-08 | -0.17 | 0.02 | 0.10 | TRUE |
32 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | PBXIP1 | 0.06 | 0.06 | enet | 5 | 0.06 | 4.0e-07 | 5.03 | -5.6 | 2.1e-08 | 0.21 | 0.01 | 0.99 | TRUE |
33 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | ADAM15 | 0.09 | 0.00 | blup | 49 | 0.02 | 3.6e-02 | 0.74 | 6.6 | 3.8e-11 | -0.43 | 0.01 | 0.09 | TRUE |
34 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | PBXIP1 | 0.22 | 0.14 | lasso | 4 | 0.15 | 8.6e-09 | 5.23 | -5.3 | 1.1e-07 | 0.24 | 0.02 | 0.98 | FALSE |
35 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | ZBTB7B | 0.05 | 0.06 | lasso | 2 | 0.05 | 1.8e-06 | -12.57 | 12.6 | 3.3e-36 | -1.00 | 0.00 | 1.00 | TRUE |
36 | The Cancer Genome Atlas | Prostate Adenocarcinoma | GBA | 0.05 | 0.01 | lasso | 2 | 0.01 | 2.3e-02 | -8.29 | 7.3 | 3.4e-13 | -0.07 | 0.00 | 0.71 | FALSE |