Best TWAS P=3.36e-33 · Best GWAS P=1.24e-26 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 Visceral Omentum | RP11-529E10.6 | 0.19 | 0.01 | lasso | 7 | 0.01 | 1.2e-01 | -3.5 | -7.4 | 1.7e-13 | 0.26 | 0.11 | 0.06 | FALSE |
2 | GTEx | Brain Cerebellum | GRK4 | 0.41 | 0.36 | lasso | 7 | 0.34 | 7.7e-11 | -4.9 | 5.6 | 2.8e-08 | -0.02 | 0.99 | 0.00 | FALSE |
3 | GTEx | Brain Cerebellum | LRPAP1 | 0.54 | 0.03 | lasso | 10 | 0.18 | 7.3e-06 | 2.3 | 7.6 | 2.1e-14 | -0.33 | 0.13 | 0.05 | FALSE |
4 | GTEx | Brain Hippocampus | RP11-529E10.6 | 0.50 | -0.01 | enet | 5 | -0.01 | 4.4e-01 | 4.3 | -6.5 | 7.2e-11 | 0.38 | 0.05 | 0.09 | FALSE |
5 | GTEx | Breast Mammary Tissue | RP11-529E10.6 | 0.17 | 0.07 | lasso | 4 | 0.06 | 7.9e-04 | -6.9 | -6.6 | 5.5e-11 | 0.14 | 0.11 | 0.07 | FALSE |
6 | GTEx | Breast Mammary Tissue (Female) | RP11-529E10.6 | 0.19 | 0.04 | enet | 9 | 0.03 | 4.2e-02 | 4.0 | -5.2 | 2.5e-07 | 0.30 | 0.04 | 0.16 | FALSE |
7 | GTEx | Cells EBV-transformed lymphocytes | RP11-529E10.6 | 0.27 | 0.03 | enet | 18 | 0.02 | 8.3e-02 | 2.3 | -5.4 | 6.0e-08 | 0.19 | 0.04 | 0.08 | FALSE |
8 | GTEx | Cells Transformed fibroblasts | NOP14 | 0.12 | 0.06 | enet | 11 | 0.09 | 2.9e-07 | -4.4 | 5.4 | 8.5e-08 | -0.10 | 0.92 | 0.00 | FALSE |
9 | GTEx | Cells Transformed fibroblasts | GRK4 | 0.32 | 0.35 | lasso | 7 | 0.37 | 3.1e-29 | -5.1 | 5.2 | 2.5e-07 | -0.04 | 1.00 | 0.00 | FALSE |
10 | GTEx | Esophagus Gastroesophageal Junction | GRK4 | 0.37 | 0.23 | lasso | 9 | 0.22 | 2.2e-08 | -4.9 | 5.2 | 2.5e-07 | -0.02 | 0.98 | 0.00 | FALSE |
11 | GTEx | Heart Left Ventricle | RP11-529E10.6 | 0.22 | 0.12 | lasso | 5 | 0.10 | 6.0e-06 | -6.9 | -6.9 | 5.5e-12 | 0.13 | 0.97 | 0.00 | FALSE |
12 | GTEx | Lung | ADD1 | 0.09 | 0.02 | enet | 6 | 0.01 | 3.5e-02 | 5.6 | 5.8 | 9.0e-09 | -0.13 | 0.55 | 0.02 | FALSE |
13 | GTEx | Muscle Skeletal | HTT | 0.22 | 0.02 | lasso | 9 | 0.06 | 1.3e-06 | -7.1 | -6.5 | 1.1e-10 | 0.08 | 0.69 | 0.11 | FALSE |
14 | GTEx | Nerve Tibial | RP11-529E10.6 | 0.11 | 0.02 | lasso | 3 | 0.02 | 8.6e-03 | -6.9 | -5.5 | 3.4e-08 | 0.15 | 0.43 | 0.03 | FALSE |
15 | GTEx | Ovary | GRK4 | 0.25 | 0.19 | lasso | 8 | 0.18 | 3.6e-05 | -4.9 | 5.7 | 9.6e-09 | -0.07 | 0.27 | 0.04 | FALSE |
16 | GTEx | Pancreas | GRK4 | 0.14 | 0.05 | lasso | 9 | 0.03 | 3.0e-02 | -4.9 | 6.5 | 8.6e-11 | 0.01 | 0.47 | 0.09 | TRUE |
17 | GTEx | Pancreas | LRPAP1 | 0.16 | 0.08 | enet | 8 | 0.10 | 3.6e-05 | 2.3 | 6.8 | 1.5e-11 | -0.14 | 0.38 | 0.03 | TRUE |
18 | GTEx | Spleen | GRK4 | 0.24 | 0.16 | lasso | 5 | 0.12 | 4.8e-04 | -4.9 | 5.7 | 1.2e-08 | 0.00 | 0.24 | 0.04 | FALSE |
19 | GTEx | Spleen | RP11-529E10.6 | 0.48 | 0.04 | enet | 14 | 0.14 | 2.0e-04 | 2.6 | -5.4 | 5.9e-08 | 0.24 | 0.08 | 0.13 | FALSE |
20 | GTEx | Testis | LRPAP1 | 0.56 | 0.33 | lasso | 10 | 0.46 | 1.8e-22 | 2.4 | 5.2 | 2.3e-07 | -0.15 | 1.00 | 0.00 | FALSE |
21 | GTEx | Thyroid | RGS12 | 0.09 | 0.00 | enet | 21 | 0.02 | 2.1e-02 | 4.3 | 6.3 | 3.5e-10 | -0.12 | 0.14 | 0.04 | FALSE |
22 | GTEx | Thyroid | NOP14-AS1 | 0.18 | 0.09 | lasso | 8 | 0.11 | 1.3e-08 | -5.1 | 5.8 | 7.7e-09 | -0.13 | 1.00 | 0.00 | FALSE |
23 | GTEx | Uterus | GRK4 | 0.31 | 0.24 | enet | 29 | 0.32 | 2.5e-07 | -4.8 | 6.5 | 8.6e-11 | -0.16 | 0.37 | 0.04 | TRUE |
24 | GTEx | Whole Blood | GRK4 | 0.08 | 0.10 | lasso | 4 | 0.10 | 1.0e-09 | -4.9 | 5.7 | 1.2e-08 | -0.06 | 1.00 | 0.00 | FALSE |
25 | GTEx | Whole Blood | LRPAP1 | 0.13 | 0.12 | lasso | 5 | 0.12 | 8.3e-11 | -6.9 | -6.9 | 4.6e-12 | 0.12 | 1.00 | 0.00 | FALSE |
26 | GTEx | Whole Blood | RP11-529E10.6 | 0.20 | 0.08 | lasso | 7 | 0.07 | 7.8e-07 | -6.6 | -5.7 | 1.6e-08 | 0.17 | 1.00 | 0.00 | FALSE |
27 | ROSMAP | Brain Pre-frontal Cortex | HGFAC | 0.12 | 0.08 | lasso | 6 | 0.07 | 4.4e-09 | -10.7 | -12.0 | 3.4e-33 | 0.97 | 0.00 | 1.00 | TRUE |
28 | YFS | Blood | FAM193A | 0.02 | 0.00 | enet | 18 | 0.01 | 5.8e-04 | -4.8 | 5.7 | 1.2e-08 | -0.09 | 0.27 | 0.02 | FALSE |
29 | YFS | Blood | LRPAP1 | 0.05 | 0.04 | enet | 12 | 0.03 | 1.9e-11 | -6.6 | -7.3 | 3.3e-13 | 0.18 | 1.00 | 0.00 | FALSE |
30 | The Cancer Genome Atlas | Colon Adenocarcinoma | RGS12 | 0.21 | 0.24 | enet | 9 | 0.27 | 8.9e-16 | -8.1 | -8.2 | 3.8e-16 | 0.25 | 1.00 | 0.00 | TRUE |
31 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | C4orf44 | 0.03 | 0.02 | blup | 42 | 0.02 | 8.0e-04 | -7.6 | 8.8 | 2.2e-18 | -0.03 | 0.12 | 0.66 | TRUE |
32 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | LRPAP1 | 0.05 | 0.00 | blup | 52 | 0.02 | 2.8e-02 | 2.2 | 6.4 | 1.2e-10 | -0.26 | 0.02 | 0.63 | FALSE |
33 | The Cancer Genome Atlas | Lung Adenocarcinoma | C4orf44 | 0.03 | 0.04 | lasso | 4 | 0.05 | 2.9e-06 | -7.6 | 8.6 | 7.1e-18 | -0.05 | 0.01 | 0.98 | FALSE |
34 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | C4orf44 | 0.03 | 0.04 | lasso | 1 | 0.03 | 1.0e-04 | -8.0 | 8.0 | 1.0e-15 | -0.08 | 0.02 | 0.98 | FALSE |
35 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | GRK4 | 0.10 | 0.14 | enet | 16 | 0.14 | 4.6e-15 | -5.0 | 5.4 | 7.3e-08 | -0.02 | 1.00 | 0.00 | FALSE |
36 | The Cancer Genome Atlas | Ovarian Serous Cystadenocarcinoma | GRK4 | 0.13 | 0.10 | blup | 76 | 0.11 | 8.4e-08 | -5.1 | 5.7 | 1.1e-08 | -0.06 | 1.00 | 0.00 | FALSE |
37 | The Cancer Genome Atlas | Prostate Adenocarcinoma | C4orf44 | 0.04 | 0.01 | enet | 18 | 0.02 | 1.6e-03 | -8.1 | 5.8 | 6.0e-09 | -0.01 | 0.01 | 0.80 | TRUE |
38 | The Cancer Genome Atlas | Prostate Adenocarcinoma | HGFAC | 0.05 | 0.05 | lasso | 2 | 0.05 | 3.0e-06 | -10.7 | -8.2 | 2.7e-16 | 0.93 | 0.00 | 1.00 | TRUE |
39 | The Cancer Genome Atlas | Rectum Adenocarcinoma | RGS12 | 0.58 | 0.10 | enet | 25 | 0.24 | 2.4e-06 | -8.7 | -8.1 | 3.9e-16 | 0.05 | 0.12 | 0.05 | FALSE |
40 | The Cancer Genome Atlas | Soft Tissue Sarcoma | GRK4 | 0.08 | 0.07 | blup | 77 | 0.09 | 4.4e-06 | -4.3 | 5.5 | 4.0e-08 | -0.15 | 0.94 | 0.04 | TRUE |
41 | The Cancer Genome Atlas | Soft Tissue Sarcoma | SH3BP2 | 0.08 | 0.03 | blup | 53 | 0.02 | 2.8e-02 | 4.2 | 6.3 | 2.5e-10 | -0.08 | 0.01 | 0.14 | FALSE |
42 | The Cancer Genome Atlas | Stomach Adenocarcinoma | GRK4 | 0.17 | 0.24 | lasso | 6 | 0.24 | 1.2e-17 | -5.0 | 5.2 | 2.1e-07 | -0.03 | 1.00 | 0.00 | FALSE |
43 | The Cancer Genome Atlas | Thyroid Carcinoma | C4orf44 | 0.15 | 0.20 | lasso | 4 | 0.20 | 2.9e-19 | -8.1 | 8.4 | 3.1e-17 | -0.07 | 0.02 | 0.98 | FALSE |
44 | The Cancer Genome Atlas | Thyroid Carcinoma | RGS12 | 0.08 | 0.01 | blup | 108 | 0.01 | 2.4e-02 | 9.3 | 9.8 | 1.2e-22 | -0.17 | 0.02 | 0.11 | FALSE |