Best TWAS P=2.59e-15 · Best GWAS P=4.86e-14 conditioned to 0.000653
# | 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 | DPP7 | 0.18 | 0.15 | lasso | 4 | 0.14 | 3.4e-16 | 4.4 | 5.2 | 2.1e-07 | 0.34 | 1.00 | 0.00 | FALSE |
2 | CommonMind | Brain Pre-frontal Cortex | MAN1B1 | 0.09 | 0.06 | bslmm | 368 | 0.07 | 1.0e-08 | 4.2 | 5.2 | 1.7e-07 | 0.54 | 1.00 | 0.00 | FALSE |
3 | GTEx | Adipose Subcutaneous | DPP7 | 0.15 | 0.09 | lasso | 3 | 0.08 | 2.0e-07 | 4.2 | 5.2 | 1.6e-07 | 0.35 | 1.00 | 0.00 | FALSE |
4 | GTEx | Artery Aorta | DPP7 | 0.09 | 0.00 | lasso | 8 | 0.00 | 4.6e-01 | 4.6 | 6.9 | 5.0e-12 | 0.34 | 0.10 | 0.10 | FALSE |
5 | GTEx | Artery Tibial | DPP7 | 0.20 | 0.12 | lasso | 8 | 0.15 | 1.4e-11 | -6.9 | 6.7 | 2.5e-11 | 0.20 | 0.35 | 0.65 | FALSE |
6 | GTEx | Brain Cerebellar Hemisphere | DPP7 | 0.31 | 0.08 | lasso | 5 | 0.10 | 1.4e-03 | -6.5 | 6.4 | 2.1e-10 | 0.14 | 0.11 | 0.34 | FALSE |
7 | GTEx | Cells Transformed fibroblasts | AL807752.1 | 0.18 | 0.03 | lasso | 8 | 0.05 | 1.6e-04 | -6.9 | -6.8 | 8.9e-12 | -0.25 | 0.16 | 0.83 | FALSE |
8 | GTEx | Colon Transverse | UAP1L1 | 0.16 | 0.10 | enet | 8 | 0.13 | 8.4e-07 | -6.3 | 6.9 | 6.0e-12 | 0.16 | 0.28 | 0.41 | FALSE |
9 | GTEx | Nerve Tibial | DPP7 | 0.20 | 0.12 | enet | 14 | 0.18 | 9.3e-13 | 4.3 | 6.6 | 3.1e-11 | 0.29 | 0.66 | 0.34 | FALSE |
10 | GTEx | Skin Not Sun Exposed Suprapubic | PHPT1 | 0.12 | 0.02 | lasso | 4 | 0.04 | 3.4e-03 | 7.5 | 5.8 | 5.4e-09 | 0.88 | 0.01 | 0.95 | FALSE |
11 | GTEx | Stomach | DPP7 | 0.16 | 0.06 | lasso | 4 | 0.07 | 3.7e-04 | -6.5 | 6.7 | 2.8e-11 | 0.30 | 0.15 | 0.59 | FALSE |
12 | GTEx | Testis | DPP7 | 0.30 | 0.26 | lasso | 7 | 0.29 | 2.4e-13 | 4.3 | 6.0 | 2.2e-09 | 0.35 | 0.86 | 0.14 | FALSE |
13 | GTEx | Thyroid | C8G | 0.09 | 0.01 | lasso | 4 | 0.00 | 2.0e-01 | 6.5 | -5.9 | 3.3e-09 | -0.55 | 0.11 | 0.10 | FALSE |
14 | GTEx | Uterus | DPP7 | 0.35 | -0.01 | lasso | 7 | 0.00 | 3.8e-01 | -5.3 | 5.5 | 4.7e-08 | 0.24 | 0.04 | 0.09 | FALSE |
15 | METSIM | Adipose | AL807752.1 | 0.04 | 0.00 | bslmm | 364 | 0.01 | 2.2e-03 | -5.6 | -7.9 | 2.6e-15 | -0.61 | 0.02 | 0.94 | TRUE |
16 | The Cancer Genome Atlas | Breast Invasive Carcinoma | LOC100289341 | 0.05 | 0.04 | blup | 44 | 0.04 | 1.6e-09 | -6.5 | -6.4 | 1.2e-10 | -0.15 | 0.01 | 0.99 | FALSE |
17 | The Cancer Genome Atlas | Breast Invasive Carcinoma | TRAF2 | 0.01 | 0.01 | blup | 48 | 0.01 | 1.2e-02 | 6.6 | 6.1 | 1.3e-09 | 0.78 | 0.03 | 0.31 | FALSE |
18 | The Cancer Genome Atlas | Colon Adenocarcinoma | LOC100289341 | 0.07 | 0.03 | lasso | 3 | 0.04 | 2.2e-03 | -5.3 | -6.0 | 2.4e-09 | -0.17 | 0.02 | 0.88 | FALSE |
19 | The Cancer Genome Atlas | Esophageal Carcinoma | LOC100289341 | 0.16 | 0.08 | blup | 43 | 0.06 | 4.3e-03 | -7.1 | -6.0 | 1.4e-09 | -0.18 | 0.00 | 0.95 | FALSE |
20 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | LOC100289341 | 0.04 | 0.04 | enet | 8 | 0.03 | 2.5e-04 | -6.9 | -6.8 | 9.4e-12 | -0.17 | 0.01 | 0.98 | FALSE |
21 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | LOC100289341 | 0.17 | 0.11 | enet | 6 | 0.14 | 1.8e-15 | -5.3 | -5.8 | 5.9e-09 | -0.14 | 0.52 | 0.48 | FALSE |
22 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | PTGDS | 0.05 | 0.01 | blup | 46 | 0.03 | 2.9e-04 | 3.2 | 5.7 | 1.4e-08 | 0.77 | 0.33 | 0.53 | FALSE |
23 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | TRAF2 | 0.03 | 0.01 | blup | 48 | 0.02 | 4.6e-03 | 2.6 | 5.5 | 2.9e-08 | 0.75 | 0.04 | 0.86 | FALSE |
24 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | LOC100289341 | 0.08 | 0.03 | blup | 43 | 0.07 | 1.1e-04 | -5.7 | -5.7 | 1.4e-08 | -0.03 | 0.01 | 0.96 | FALSE |
25 | The Cancer Genome Atlas | Brain Lower Grade Glioma | LOC100289341 | 0.05 | 0.06 | lasso | 1 | 0.06 | 5.6e-07 | -6.6 | -6.6 | 4.2e-11 | -0.17 | 0.01 | 0.99 | FALSE |
26 | The Cancer Genome Atlas | Brain Lower Grade Glioma | MAN1B1 | 0.03 | 0.01 | blup | 48 | 0.03 | 6.5e-04 | -6.3 | 6.0 | 1.9e-09 | 0.26 | 0.03 | 0.70 | FALSE |
27 | The Cancer Genome Atlas | Brain Lower Grade Glioma | NPDC1 | 0.04 | 0.01 | blup | 38 | 0.03 | 4.1e-04 | -5.7 | 5.7 | 9.9e-09 | 0.08 | 0.00 | 0.93 | FALSE |
28 | The Cancer Genome Atlas | Brain Lower Grade Glioma | TRAF2 | 0.02 | 0.02 | lasso | 3 | 0.02 | 5.6e-03 | 6.5 | 6.6 | 4.2e-11 | 0.69 | 0.06 | 0.38 | FALSE |
29 | The Cancer Genome Atlas | Liver Hepatocellular Carcinoma | LOC100289341 | 0.05 | 0.03 | blup | 44 | 0.05 | 2.2e-03 | -6.9 | -6.6 | 4.0e-11 | -0.32 | 0.01 | 0.90 | FALSE |
30 | The Cancer Genome Atlas | Lung Adenocarcinoma | DPP7 | 0.04 | 0.04 | blup | 39 | 0.04 | 8.7e-06 | 4.3 | 6.2 | 5.0e-10 | 0.31 | 0.06 | 0.93 | FALSE |
31 | The Cancer Genome Atlas | Lung Adenocarcinoma | LOC100289341 | 0.04 | 0.03 | blup | 44 | 0.05 | 8.9e-07 | 4.1 | -6.5 | 6.9e-11 | -0.33 | 0.12 | 0.86 | FALSE |
32 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | LOC100289341 | 0.12 | 0.04 | lasso | 3 | 0.04 | 4.7e-05 | -5.7 | -5.8 | 9.1e-09 | -0.09 | 0.02 | 0.97 | FALSE |
33 | The Cancer Genome Atlas | Ovarian Serous Cystadenocarcinoma | LOC100289341 | 0.04 | 0.06 | lasso | 2 | 0.04 | 5.3e-04 | -6.5 | -6.6 | 3.8e-11 | -0.16 | 0.01 | 0.97 | FALSE |
34 | The Cancer Genome Atlas | Pancreatic Adenocarcinoma | LOC100289341 | 0.10 | 0.02 | enet | 7 | 0.06 | 1.2e-03 | 2.3 | -6.1 | 8.2e-10 | -0.27 | 0.01 | 0.72 | FALSE |
35 | The Cancer Genome Atlas | Pheochromocytoma and Paraganglioma | PTGDS | 0.07 | 0.06 | lasso | 7 | 0.07 | 1.0e-03 | 3.1 | 5.3 | 1.2e-07 | 0.80 | 0.02 | 0.84 | FALSE |
36 | The Cancer Genome Atlas | Pheochromocytoma and Paraganglioma | TRAF2 | 0.09 | 0.06 | blup | 48 | 0.09 | 1.5e-04 | 7.5 | 5.3 | 9.4e-08 | 0.80 | 0.01 | 0.94 | FALSE |
37 | The Cancer Genome Atlas | Prostate Adenocarcinoma | LOC100289341 | 0.11 | 0.12 | enet | 13 | 0.14 | 2.2e-14 | -5.7 | -6.5 | 8.3e-11 | -0.14 | 0.04 | 0.96 | FALSE |
38 | The Cancer Genome Atlas | Soft Tissue Sarcoma | LOC100289341 | 0.06 | 0.04 | blup | 44 | 0.04 | 1.1e-03 | -6.9 | -7.2 | 7.5e-13 | -0.23 | 0.01 | 0.88 | FALSE |
39 | The Cancer Genome Atlas | Stomach Adenocarcinoma | LOC100289341 | 0.08 | 0.06 | blup | 43 | 0.08 | 1.4e-06 | 4.1 | -6.5 | 6.2e-11 | -0.33 | 0.28 | 0.68 | FALSE |
40 | The Cancer Genome Atlas | Testicular Germ Cell Tumors | LOC100289341 | 0.09 | 0.07 | blup | 44 | 0.10 | 1.7e-04 | -6.9 | -6.6 | 4.9e-11 | -0.31 | 0.01 | 0.82 | FALSE |
41 | The Cancer Genome Atlas | Thyroid Carcinoma | LOC100289341 | 0.13 | 0.19 | lasso | 2 | 0.18 | 1.9e-17 | -6.9 | -6.9 | 6.3e-12 | -0.17 | 0.00 | 1.00 | FALSE |
42 | The Cancer Genome Atlas | Thyroid Carcinoma | TRAF2 | 0.08 | 0.02 | enet | 7 | 0.04 | 1.7e-04 | 3.1 | 5.2 | 2.3e-07 | 0.55 | 0.24 | 0.32 | FALSE |