Best TWAS P=3.37e-16 · Best GWAS P=4.29e-16 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 | ARFRP1 | 0.07 | 0.07 | lasso | 3 | 0.06 | 5.3e-08 | 7.8 | -7.8 | 6.1e-15 | -0.96 | 0.01 | 0.99 | FALSE |
2 | GTEx | Brain Cerebellar Hemisphere | STMN3 | 0.39 | 0.08 | lasso | 5 | 0.22 | 2.1e-06 | 5.8 | 5.9 | 2.8e-09 | 0.65 | 0.20 | 0.52 | FALSE |
3 | GTEx | Brain Cerebellum | STMN3 | 0.33 | 0.12 | lasso | 10 | 0.20 | 1.8e-06 | 6.3 | 6.0 | 1.6e-09 | 0.66 | 0.05 | 0.94 | FALSE |
4 | GTEx | Brain Cortex | STMN3 | 0.25 | 0.09 | lasso | 7 | 0.11 | 6.8e-04 | 6.2 | 5.7 | 1.4e-08 | 0.73 | 0.11 | 0.64 | FALSE |
5 | GTEx | Breast Mammary Tissue | GMEB2 | 0.18 | 0.02 | lasso | 5 | 0.06 | 3.0e-04 | 6.3 | 5.5 | 4.5e-08 | 0.55 | 0.14 | 0.19 | FALSE |
6 | GTEx | Cells Transformed fibroblasts | CTD-3184A7.4 | 0.09 | 0.00 | enet | 28 | 0.00 | 1.4e-01 | 4.2 | 6.2 | 7.8e-10 | 0.49 | 0.02 | 0.85 | FALSE |
7 | GTEx | Esophagus Mucosa | PRPF6 | 0.16 | 0.00 | enet | 8 | 0.00 | 9.6e-01 | -4.6 | 5.4 | 6.2e-08 | 0.35 | 0.05 | 0.06 | FALSE |
8 | GTEx | Testis | RTEL1 | 0.19 | 0.06 | lasso | 5 | 0.14 | 8.0e-07 | 6.2 | 5.1 | 2.8e-07 | 0.62 | 0.16 | 0.68 | FALSE |
9 | GTEx | Thyroid | SLC2A4RG | 0.12 | 0.06 | lasso | 5 | 0.04 | 2.4e-04 | 6.4 | -6.1 | 1.3e-09 | -0.74 | 0.18 | 0.77 | FALSE |
10 | GTEx | Whole Blood | STMN3 | 0.10 | 0.00 | lasso | 3 | 0.00 | 1.2e-01 | 4.7 | -6.2 | 6.0e-10 | -0.73 | 0.02 | 0.78 | FALSE |
11 | METSIM | Adipose | DNAJC5 | 0.03 | 0.00 | blup | 201 | 0.01 | 2.0e-02 | 3.9 | 5.7 | 1.2e-08 | 0.60 | 0.08 | 0.44 | FALSE |
12 | METSIM | Adipose | TPD52L2 | 0.03 | 0.00 | bslmm | 207 | 0.02 | 1.5e-03 | -4.7 | -7.4 | 1.1e-13 | -0.68 | 0.02 | 0.75 | FALSE |
13 | YFS | Blood | LIME1 | 0.12 | 0.19 | enet | 15 | 0.19 | 5.3e-59 | 8.0 | 8.2 | 3.4e-16 | 0.98 | 0.01 | 0.99 | TRUE |
14 | The Cancer Genome Atlas | Esophageal Carcinoma | GMEB2 | 0.16 | 0.04 | blup | 64 | 0.05 | 1.0e-02 | -2.1 | -5.5 | 3.8e-08 | -0.49 | 0.02 | 0.20 | FALSE |
15 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | STMN3 | 0.02 | 0.02 | blup | 43 | 0.02 | 1.7e-03 | 6.1 | 5.5 | 3.1e-08 | 0.63 | 0.01 | 0.92 | FALSE |
16 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | TNFRSF6B | 0.03 | 0.01 | blup | 44 | 0.02 | 7.1e-04 | 6.4 | 6.0 | 2.1e-09 | 0.75 | 0.05 | 0.82 | FALSE |
17 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | SLC2A4RG | 0.03 | 0.01 | blup | 48 | 0.02 | 2.4e-03 | 6.4 | -6.5 | 7.0e-11 | -0.69 | 0.06 | 0.51 | FALSE |
18 | The Cancer Genome Atlas | Brain Lower Grade Glioma | LIME1 | 0.02 | 0.03 | blup | 47 | 0.02 | 6.2e-03 | 6.2 | 6.9 | 3.9e-12 | 0.84 | 0.04 | 0.51 | FALSE |
19 | The Cancer Genome Atlas | Lung Adenocarcinoma | TNFRSF6B | 0.02 | 0.01 | enet | 7 | 0.01 | 6.9e-03 | 6.4 | 7.6 | 3.7e-14 | 0.93 | 0.02 | 0.88 | FALSE |
20 | The Cancer Genome Atlas | Ovarian Serous Cystadenocarcinoma | RTEL1 | 0.05 | 0.04 | blup | 56 | 0.03 | 4.2e-03 | 7.0 | 6.6 | 3.8e-11 | 0.88 | 0.01 | 0.81 | FALSE |
21 | The Cancer Genome Atlas | Ovarian Serous Cystadenocarcinoma | STMN3 | 0.07 | 0.01 | blup | 41 | 0.05 | 4.2e-04 | 5.8 | 5.2 | 2.3e-07 | 0.57 | 0.02 | 0.84 | FALSE |
22 | The Cancer Genome Atlas | Ovarian Serous Cystadenocarcinoma | TNFRSF6B | 0.05 | 0.02 | blup | 44 | 0.03 | 2.9e-03 | 8.1 | 7.5 | 8.2e-14 | 0.93 | 0.01 | 0.75 | FALSE |
23 | The Cancer Genome Atlas | Prostate Adenocarcinoma | ARFRP1 | 0.03 | 0.02 | lasso | 2 | 0.02 | 1.2e-03 | 7.8 | -7.9 | 4.0e-15 | -0.98 | 0.01 | 0.97 | FALSE |
24 | The Cancer Genome Atlas | Prostate Adenocarcinoma | LIME1 | 0.04 | 0.05 | blup | 47 | 0.05 | 9.0e-06 | 8.0 | 7.7 | 1.3e-14 | 0.97 | 0.01 | 0.99 | FALSE |
25 | The Cancer Genome Atlas | Prostate Adenocarcinoma | SLC2A4RG | 0.05 | 0.01 | blup | 48 | 0.02 | 2.0e-03 | 8.1 | -7.9 | 1.9e-15 | -0.85 | 0.01 | 0.95 | FALSE |
26 | The Cancer Genome Atlas | Prostate Adenocarcinoma | ZGPAT | 0.05 | 0.06 | lasso | 3 | 0.06 | 5.5e-07 | 6.1 | -6.7 | 2.3e-11 | -0.83 | 0.05 | 0.95 | FALSE |
27 | The Cancer Genome Atlas | Testicular Germ Cell Tumors | LIME1 | 0.10 | 0.02 | blup | 47 | 0.04 | 1.5e-02 | 8.1 | 6.8 | 8.8e-12 | 0.90 | 0.01 | 0.64 | FALSE |
28 | The Cancer Genome Atlas | Thyroid Carcinoma | ARFRP1 | 0.04 | 0.00 | blup | 51 | 0.00 | 1.3e-01 | 8.0 | -7.4 | 9.7e-14 | -0.81 | 0.01 | 0.59 | FALSE |
29 | The Cancer Genome Atlas | Thyroid Carcinoma | LIME1 | 0.05 | 0.03 | blup | 47 | 0.04 | 3.9e-05 | 6.3 | 5.7 | 1.2e-08 | 0.81 | 0.05 | 0.94 | FALSE |