Best TWAS P=2.55e-38 · Best GWAS P=4.97e-43 conditioned to 1.3e-10
# | 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 | LYPLAL1 | 0.04 | 0.05 | lasso | 3 | 0.03 | 3.6e-04 | 7.3 | -7.8 | 6.0e-15 | 0.02 | 0.62 | 0.01 | TRUE |
2 | CommonMind | Brain Pre-frontal Cortex | RAB3GAP2 | 0.04 | 0.00 | blup | 450 | 0.02 | 2.1e-03 | 3.1 | -6.6 | 5.4e-11 | -0.03 | 0.10 | 0.05 | TRUE |
3 | CommonMind | Brain Pre-frontal Cortex | SLC30A10 | 0.12 | 0.13 | enet | 14 | 0.11 | 1.8e-13 | 12.3 | -12.9 | 2.6e-38 | 0.01 | 0.22 | 0.78 | TRUE |
4 | GTEx | Adipose Subcutaneous | RRP15 | 0.24 | 0.14 | lasso | 2 | 0.12 | 3.2e-10 | 5.3 | 5.3 | 9.3e-08 | 0.08 | 1.00 | 0.00 | FALSE |
5 | GTEx | Adipose Visceral Omentum | RRP15 | 0.32 | 0.18 | lasso | 8 | 0.22 | 1.2e-11 | 5.6 | 5.2 | 1.9e-07 | 0.07 | 1.00 | 0.00 | FALSE |
6 | GTEx | Artery Tibial | RRP15 | 0.19 | 0.16 | lasso | 4 | 0.14 | 8.7e-11 | 5.3 | 5.4 | 7.3e-08 | 0.08 | 1.00 | 0.00 | FALSE |
7 | GTEx | Artery Tibial | HLA-AS1 | 0.12 | 0.03 | enet | 13 | 0.05 | 3.9e-05 | 3.3 | -7.5 | 6.7e-14 | 0.21 | 0.60 | 0.03 | TRUE |
8 | GTEx | Cells Transformed fibroblasts | RRP15 | 0.38 | 0.28 | lasso | 6 | 0.28 | 1.9e-21 | 5.3 | 5.5 | 4.3e-08 | 0.08 | 1.00 | 0.00 | FALSE |
9 | GTEx | Cells Transformed fibroblasts | HLX | 0.06 | 0.00 | enet | 9 | 0.00 | 5.3e-01 | -5.1 | -5.9 | 3.7e-09 | 0.22 | 0.08 | 0.03 | FALSE |
10 | GTEx | Esophagus Mucosa | HLX | 0.17 | 0.09 | lasso | 8 | 0.09 | 9.1e-07 | 6.2 | 5.6 | 1.8e-08 | -0.07 | 0.99 | 0.00 | FALSE |
11 | GTEx | Nerve Tibial | EPRS | 0.10 | 0.02 | lasso | 3 | 0.00 | 3.4e-01 | -7.8 | 7.2 | 4.2e-13 | -0.02 | 0.22 | 0.04 | TRUE |
12 | GTEx | Pituitary | RRP15 | 0.38 | 0.23 | lasso | 3 | 0.23 | 1.9e-06 | 5.6 | 5.3 | 9.3e-08 | 0.08 | 0.33 | 0.08 | FALSE |
13 | METSIM | Adipose | RRP15 | 0.28 | 0.24 | bslmm | 489 | 0.23 | 1.7e-34 | 5.3 | 5.2 | 1.7e-07 | 0.09 | 1.00 | 0.00 | FALSE |
14 | YFS | Blood | BPNT1 | 0.02 | 0.03 | lasso | 4 | 0.02 | 1.1e-07 | 4.2 | -6.5 | 6.7e-11 | -0.01 | 1.00 | 0.00 | TRUE |
15 | The Cancer Genome Atlas | Bladder Urothelial Carcinoma | LYPLAL1 | 0.04 | 0.00 | blup | 39 | 0.01 | 1.9e-02 | 1.7 | 5.3 | 1.1e-07 | -0.11 | 0.04 | 0.44 | TRUE |
16 | The Cancer Genome Atlas | Breast Invasive Carcinoma | RRP15 | 0.11 | 0.11 | lasso | 5 | 0.10 | 2.5e-20 | 5.3 | 5.3 | 1.2e-07 | 0.08 | 0.98 | 0.02 | FALSE |
17 | The Cancer Genome Atlas | Cervical Squamous Cell Carcinoma | RRP15 | 0.13 | 0.13 | lasso | 1 | 0.10 | 1.4e-05 | 5.6 | 5.6 | 1.9e-08 | 0.08 | 0.70 | 0.10 | FALSE |
18 | The Cancer Genome Atlas | Esophageal Carcinoma | SLC30A10 | 0.25 | 0.06 | blup | 173 | 0.06 | 6.6e-03 | -4.2 | 5.5 | 4.3e-08 | -0.12 | 0.06 | 0.24 | FALSE |
19 | The Cancer Genome Atlas | Glioblastoma Multiforme | BPNT1 | 0.28 | 0.02 | lasso | 5 | 0.03 | 5.1e-02 | -0.3 | -5.7 | 1.2e-08 | -0.02 | 0.01 | 0.15 | FALSE |
20 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | HLX | 0.05 | 0.02 | blup | 46 | 0.04 | 1.4e-05 | 5.9 | 6.5 | 6.5e-11 | -0.10 | 0.01 | 0.97 | TRUE |
21 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | IARS2 | 0.04 | 0.00 | blup | 41 | 0.01 | 3.6e-02 | -3.6 | 6.4 | 2.0e-10 | 0.00 | 0.01 | 0.19 | FALSE |
22 | The Cancer Genome Atlas | Brain Lower Grade Glioma | RRP15 | 0.10 | 0.10 | lasso | 1 | 0.10 | 4.7e-11 | 5.3 | 5.3 | 1.2e-07 | 0.08 | 0.95 | 0.05 | FALSE |
23 | The Cancer Genome Atlas | Lung Adenocarcinoma | RRP15 | 0.09 | 0.09 | lasso | 3 | 0.09 | 3.2e-10 | 5.3 | 5.2 | 2.1e-07 | 0.08 | 0.97 | 0.03 | FALSE |
24 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | RRP15 | 0.10 | 0.09 | lasso | 3 | 0.08 | 9.8e-10 | 5.6 | 5.6 | 2.1e-08 | 0.08 | 0.94 | 0.06 | FALSE |
25 | The Cancer Genome Atlas | Ovarian Serous Cystadenocarcinoma | EPRS | 0.12 | 0.02 | enet | 9 | 0.04 | 1.5e-03 | -7.8 | 6.2 | 6.1e-10 | -0.07 | 0.09 | 0.06 | FALSE |
26 | The Cancer Genome Atlas | Pheochromocytoma and Paraganglioma | RRP15 | 0.15 | 0.12 | lasso | 2 | 0.12 | 1.9e-05 | 5.3 | 5.3 | 9.3e-08 | 0.08 | 0.17 | 0.14 | FALSE |
27 | The Cancer Genome Atlas | Prostate Adenocarcinoma | RRP15 | 0.29 | 0.29 | lasso | 2 | 0.29 | 2.7e-30 | 5.3 | 5.4 | 7.1e-08 | 0.08 | 0.96 | 0.04 | FALSE |
28 | The Cancer Genome Atlas | Prostate Adenocarcinoma | SLC30A10 | 0.06 | 0.03 | enet | 10 | 0.04 | 1.7e-05 | -2.7 | -8.0 | 1.6e-15 | -0.03 | 0.08 | 0.91 | TRUE |
29 | The Cancer Genome Atlas | Stomach Adenocarcinoma | RRP15 | 0.11 | 0.09 | lasso | 3 | 0.07 | 8.2e-06 | 5.6 | 5.7 | 1.3e-08 | 0.07 | 0.77 | 0.09 | TRUE |
30 | The Cancer Genome Atlas | Thyroid Carcinoma | EPRS | 0.07 | 0.00 | blup | 78 | 0.02 | 3.1e-03 | 9.6 | 5.2 | 1.9e-07 | 0.00 | 0.03 | 0.03 | TRUE |
31 | The Cancer Genome Atlas | Thyroid Carcinoma | RRP15 | 0.22 | 0.25 | lasso | 3 | 0.24 | 1.7e-23 | 5.3 | 5.4 | 8.5e-08 | 0.08 | 0.96 | 0.04 | FALSE |