Best TWAS P=1.03e-11 · Best GWAS P=2.62e-09 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 | CommonMind | Brain Pre-frontal Cortex | CTSS | 0.04 | 0.01 | bslmm | 313 | 0.02 | 5.5e-04 | 5.7 | -6.8 | 1.0e-11 | 0.21 | 0.02 | 0.97 | TRUE |
2 | GTEx | Adipose Subcutaneous | TARS2 | 0.06 | 0.02 | enet | 8 | 0.03 | 2.2e-03 | -4.3 | 5.4 | 6.5e-08 | -0.92 | 0.02 | 0.98 | FALSE |
3 | GTEx | Adipose Subcutaneous | SEMA6C | 0.12 | 0.11 | lasso | 2 | 0.11 | 1.8e-09 | 5.7 | 5.7 | 9.7e-09 | -0.17 | 0.02 | 0.98 | FALSE |
4 | GTEx | Artery Aorta | RPRD2 | 0.08 | -0.01 | enet | 19 | 0.00 | 4.2e-01 | -4.7 | 6.4 | 2.1e-10 | -0.50 | 0.09 | 0.20 | FALSE |
5 | GTEx | Brain Hippocampus | ARNT | 0.14 | 0.09 | enet | 14 | 0.08 | 5.3e-03 | -4.1 | -5.7 | 1.6e-08 | 0.33 | 0.10 | 0.09 | TRUE |
6 | GTEx | Breast Mammary Tissue (Male) | RP11-54A4.2 | 0.07 | 0.01 | enet | 2 | 0.03 | 7.4e-02 | 5.4 | 5.5 | 4.5e-08 | -0.11 | 0.04 | 0.08 | FALSE |
7 | GTEx | Esophagus Muscularis | BOLA1 | 0.07 | 0.00 | lasso | 4 | 0.00 | 2.5e-01 | -3.0 | 5.1 | 3.1e-07 | 0.03 | 0.03 | 0.07 | FALSE |
8 | GTEx | Muscle Skeletal | CTSS | 0.04 | 0.01 | enet | 13 | 0.03 | 1.4e-03 | -5.2 | -5.8 | 7.7e-09 | 0.12 | 0.44 | 0.15 | TRUE |
9 | GTEx | Skin Not Sun Exposed Suprapubic | SEMA6C | 0.13 | 0.10 | lasso | 4 | 0.07 | 7.4e-05 | 5.8 | 5.4 | 6.1e-08 | -0.13 | 0.01 | 0.99 | FALSE |
10 | GTEx | Skin Sun Exposed Lower leg | SEMA6C | 0.10 | 0.07 | lasso | 5 | 0.04 | 2.6e-04 | 5.8 | 5.5 | 3.9e-08 | -0.16 | 0.01 | 0.99 | TRUE |
11 | GTEx | Testis | RPRD2 | 0.33 | 0.13 | lasso | 7 | 0.19 | 9.1e-09 | -4.3 | 5.1 | 2.9e-07 | -0.70 | 0.28 | 0.70 | FALSE |
12 | METSIM | Adipose | POGZ | 0.06 | 0.05 | lasso | 12 | 0.03 | 9.3e-06 | -4.4 | -5.2 | 2.6e-07 | 0.04 | 0.94 | 0.05 | FALSE |
13 | METSIM | Adipose | TARS2 | 0.09 | 0.09 | enet | 8 | 0.08 | 1.6e-12 | -5.0 | 5.4 | 5.8e-08 | -0.96 | 0.02 | 0.98 | FALSE |
14 | METSIM | Adipose | TMOD4 | 0.02 | 0.00 | blup | 312 | 0.01 | 3.2e-02 | -5.2 | 5.4 | 5.7e-08 | -0.12 | 0.08 | 0.03 | FALSE |
15 | YFS | Blood | SCNM1 | 0.09 | 0.04 | enet | 62 | 0.08 | 1.3e-24 | -3.4 | 6.0 | 1.5e-09 | -0.27 | 1.00 | 0.00 | TRUE |
16 | The Cancer Genome Atlas | Breast Invasive Carcinoma | C1orf54 | 0.06 | 0.02 | enet | 13 | 0.02 | 1.2e-05 | -6.0 | 6.0 | 1.9e-09 | -0.76 | 0.01 | 0.92 | FALSE |
17 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | C1orf54 | 0.04 | 0.04 | lasso | 2 | 0.03 | 2.0e-04 | -6.0 | 6.0 | 1.6e-09 | -0.99 | 0.01 | 0.95 | TRUE |
18 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | C1orf54 | 0.06 | 0.03 | lasso | 1 | 0.03 | 1.3e-04 | -6.0 | 6.0 | 2.6e-09 | -1.00 | 0.01 | 0.77 | FALSE |
19 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | PSMB4 | 0.03 | 0.00 | blup | 37 | 0.02 | 7.0e-03 | -4.4 | 5.7 | 9.6e-09 | -0.05 | 0.01 | 0.54 | TRUE |
20 | The Cancer Genome Atlas | Brain Lower Grade Glioma | MRPS21 | 0.13 | 0.13 | enet | 10 | 0.13 | 1.7e-14 | 2.8 | -5.2 | 2.4e-07 | 0.84 | 0.31 | 0.69 | FALSE |
21 | The Cancer Genome Atlas | Brain Lower Grade Glioma | SV2A | 0.04 | 0.00 | blup | 9 | 0.03 | 5.5e-04 | -5.4 | -6.1 | 8.2e-10 | 0.08 | 0.00 | 0.65 | TRUE |
22 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | MRPS21 | 0.04 | 0.03 | blup | 15 | 0.04 | 4.0e-05 | 2.8 | -5.8 | 5.9e-09 | 0.87 | 0.03 | 0.69 | TRUE |
23 | The Cancer Genome Atlas | Prostate Adenocarcinoma | C1orf54 | 0.09 | 0.00 | blup | 17 | 0.03 | 7.4e-04 | 4.6 | 6.4 | 1.6e-10 | -0.68 | 0.02 | 0.45 | FALSE |
24 | The Cancer Genome Atlas | Prostate Adenocarcinoma | ENSA | 0.02 | 0.01 | enet | 3 | 0.01 | 2.5e-02 | -4.9 | 5.9 | 3.5e-09 | -0.39 | 0.00 | 0.67 | FALSE |
25 | The Cancer Genome Atlas | Prostate Adenocarcinoma | SF3B4 | 0.03 | 0.02 | blup | 10 | 0.01 | 1.4e-02 | -4.5 | -5.6 | 2.3e-08 | -0.01 | 0.02 | 0.45 | TRUE |
26 | The Cancer Genome Atlas | Thyroid Carcinoma | SELENBP1 | 0.06 | 0.02 | enet | 7 | 0.05 | 2.3e-05 | -4.4 | -5.1 | 3.0e-07 | 0.07 | 0.00 | 0.93 | FALSE |