Best TWAS P=1.24e-15 · Best GWAS P=1.06e-15 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 Subcutaneous | NRXN2 | 0.11 | 0.05 | enet | 21 | 0.05 | 3.4e-05 | -5.2 | -6.5 | 1.1e-10 | 0.01 | 0.13 | 0.87 | TRUE |
2 | GTEx | Adipose Subcutaneous | RAD9A | 0.43 | 0.22 | lasso | 6 | 0.23 | 7.1e-19 | -8.0 | -7.7 | 1.1e-14 | 0.97 | 0.00 | 1.00 | FALSE |
3 | GTEx | Artery Aorta | PPP1R14B | 0.12 | 0.03 | lasso | 4 | 0.08 | 3.0e-05 | 3.0 | -5.2 | 1.6e-07 | -0.06 | 0.05 | 0.91 | TRUE |
4 | GTEx | Artery Tibial | NRXN2 | 0.17 | 0.12 | lasso | 5 | 0.12 | 6.9e-10 | -5.2 | -6.0 | 1.6e-09 | -0.06 | 0.04 | 0.96 | FALSE |
5 | GTEx | Artery Tibial | RAD9A | 0.39 | 0.26 | lasso | 2 | 0.24 | 3.5e-19 | -8.0 | -8.0 | 1.2e-15 | 1.00 | 0.00 | 1.00 | TRUE |
6 | GTEx | Breast Mammary Tissue (Male) | GSTP1 | 0.11 | -0.01 | lasso | 2 | -0.01 | 7.7e-01 | -3.4 | 5.2 | 1.9e-07 | -0.40 | 0.02 | 0.42 | FALSE |
7 | GTEx | Breast Mammary Tissue (Female) | PPP1R14B | 0.10 | 0.06 | lasso | 2 | 0.08 | 2.0e-03 | -5.5 | -5.8 | 6.5e-09 | -0.08 | 0.03 | 0.34 | FALSE |
8 | GTEx | Cells Transformed fibroblasts | NRXN2 | 0.15 | 0.05 | lasso | 4 | 0.06 | 2.0e-05 | -5.2 | -5.8 | 8.7e-09 | -0.06 | 0.19 | 0.80 | FALSE |
9 | GTEx | Cells Transformed fibroblasts | RAD9A | 0.24 | 0.16 | lasso | 3 | 0.16 | 3.6e-12 | -8.0 | -6.1 | 9.6e-10 | 0.92 | 0.00 | 1.00 | FALSE |
10 | GTEx | Colon Transverse | RAD9A | 0.40 | 0.16 | lasso | 8 | 0.16 | 7.2e-08 | -8.0 | -5.7 | 1.0e-08 | 0.88 | 0.00 | 1.00 | FALSE |
11 | GTEx | Esophagus Mucosa | PLCB3 | 0.28 | 0.24 | lasso | 6 | 0.23 | 1.1e-15 | -6.2 | 6.5 | 1.0e-10 | 0.08 | 0.01 | 0.99 | TRUE |
12 | GTEx | Esophagus Muscularis | TCIRG1 | 0.10 | 0.09 | lasso | 2 | 0.06 | 8.7e-05 | -4.3 | 5.4 | 8.1e-08 | -0.43 | 0.01 | 0.67 | FALSE |
13 | GTEx | Esophagus Muscularis | TRPT1 | 0.20 | 0.12 | enet | 18 | 0.15 | 2.3e-09 | -3.7 | -5.2 | 2.4e-07 | -0.06 | 0.43 | 0.56 | FALSE |
14 | GTEx | Esophagus Muscularis | RAD9A | 0.25 | 0.26 | lasso | 2 | 0.26 | 6.2e-16 | -8.0 | -7.9 | 2.8e-15 | 0.99 | 0.00 | 1.00 | FALSE |
15 | GTEx | Liver | CDK2AP2 | 0.30 | -0.01 | lasso | 7 | -0.01 | 4.9e-01 | -2.5 | -5.1 | 2.7e-07 | 0.46 | 0.02 | 0.47 | FALSE |
16 | GTEx | Muscle Skeletal | RAD9A | 0.12 | 0.02 | lasso | 4 | 0.03 | 4.2e-04 | -8.0 | -5.3 | 9.5e-08 | 0.83 | 0.00 | 0.99 | FALSE |
17 | GTEx | Nerve Tibial | NRXN2 | 0.08 | 0.05 | lasso | 4 | 0.07 | 2.0e-05 | -5.3 | -5.5 | 4.2e-08 | -0.05 | 0.26 | 0.69 | FALSE |
18 | GTEx | Nerve Tibial | RAD9A | 0.53 | 0.24 | lasso | 10 | 0.23 | 5.6e-16 | -8.0 | -8.0 | 1.3e-15 | 0.99 | 0.00 | 1.00 | FALSE |
19 | GTEx | Pancreas | TRPT1 | 0.10 | 0.05 | lasso | 3 | 0.01 | 7.8e-02 | -4.7 | -5.3 | 9.0e-08 | -0.07 | 0.04 | 0.62 | FALSE |
20 | GTEx | Skin Not Sun Exposed Suprapubic | NRXN2 | 0.10 | 0.07 | enet | 6 | 0.05 | 7.8e-04 | -5.2 | -5.6 | 2.4e-08 | -0.07 | 0.55 | 0.29 | FALSE |
21 | GTEx | Skin Not Sun Exposed Suprapubic | PRDX5 | 0.13 | 0.12 | lasso | 2 | 0.11 | 1.5e-06 | -6.3 | 6.1 | 1.3e-09 | 0.08 | 0.00 | 0.99 | FALSE |
22 | GTEx | Skin Sun Exposed Lower leg | NRXN2 | 0.11 | 0.05 | enet | 27 | 0.08 | 7.0e-07 | -5.2 | -5.5 | 4.6e-08 | -0.05 | 0.06 | 0.94 | FALSE |
23 | GTEx | Skin Sun Exposed Lower leg | PRDX5 | 0.08 | 0.07 | enet | 16 | 0.05 | 1.0e-04 | -6.3 | 6.4 | 1.3e-10 | 0.05 | 0.00 | 0.99 | FALSE |
24 | GTEx | Spleen | NRXN2 | 0.46 | 0.12 | lasso | 5 | 0.10 | 1.3e-03 | -5.2 | -5.2 | 2.1e-07 | -0.06 | 0.24 | 0.29 | FALSE |
25 | GTEx | Testis | RAD9A | 0.72 | 0.50 | lasso | 4 | 0.49 | 1.1e-24 | -8.0 | -8.0 | 1.5e-15 | 1.00 | 0.00 | 1.00 | FALSE |
26 | GTEx | Testis | RP11-554A11.9 | 0.25 | 0.13 | enet | 11 | 0.18 | 2.8e-08 | -4.8 | 5.3 | 1.3e-07 | -0.15 | 0.03 | 0.95 | TRUE |
27 | GTEx | Uterus | PACS1 | 0.21 | -0.01 | enet | 21 | 0.05 | 3.6e-02 | 2.9 | -5.5 | 3.6e-08 | 0.15 | 0.06 | 0.34 | TRUE |
28 | ROSMAP | Brain Pre-frontal Cortex | PRDX5 | 0.10 | 0.05 | lasso | 6 | 0.08 | 2.8e-10 | -6.0 | 6.3 | 2.7e-10 | 0.08 | 0.01 | 0.99 | FALSE |
29 | ROSMAP | Brain Pre-frontal Cortex | CDK2AP2 | 0.03 | 0.02 | enet | 11 | 0.03 | 1.6e-04 | -3.2 | 5.8 | 5.5e-09 | -0.48 | 0.27 | 0.60 | FALSE |
30 | ROSMAP | Brain Pre-frontal Cortex | RAD9A | 0.34 | 0.17 | enet | 21 | 0.20 | 1.1e-25 | -8.0 | -6.6 | 4.1e-11 | 0.89 | 0.00 | 1.00 | FALSE |
31 | ROSMAP | Brain Pre-frontal Cortex | KCNK4 | 0.14 | 0.12 | bslmm | 334 | 0.11 | 3.0e-14 | -6.0 | -5.7 | 9.8e-09 | -0.07 | 0.01 | 0.99 | TRUE |
32 | ROSMAP | Brain Pre-frontal Cortex | TEX40 | 0.25 | 0.23 | lasso | 3 | 0.23 | 2.5e-29 | -6.3 | 6.3 | 2.9e-10 | 0.07 | 0.00 | 1.00 | FALSE |
33 | ROSMAP | Brain Pre-frontal Cortex | RP11-783K16.10 | 0.07 | 0.05 | lasso | 6 | 0.06 | 9.6e-08 | -6.3 | 6.2 | 5.0e-10 | 0.07 | 0.01 | 0.99 | FALSE |
34 | ROSMAP | Brain Pre-frontal Cortex | RP11-783K16.13 | 0.24 | 0.16 | enet | 11 | 0.16 | 1.1e-19 | -5.0 | -5.3 | 1.4e-07 | -0.07 | 0.82 | 0.18 | FALSE |
35 | YFS | Blood | PPP1R14B | 0.02 | 0.01 | blup | 333 | 0.01 | 1.8e-03 | 4.1 | -5.9 | 3.1e-09 | -0.02 | 0.24 | 0.26 | TRUE |
36 | YFS | Blood | PRDX5 | 0.51 | 0.40 | lasso | 9 | 0.43 | 4.0e-157 | -6.0 | -5.9 | 4.0e-09 | -0.06 | 0.02 | 0.98 | FALSE |
37 | The Cancer Genome Atlas | Breast Invasive Carcinoma | NRXN2 | 0.01 | 0.02 | lasso | 3 | 0.01 | 5.1e-04 | -5.2 | -5.2 | 1.9e-07 | -0.06 | 0.06 | 0.50 | FALSE |
38 | The Cancer Genome Atlas | Glioblastoma Multiforme | CTSW | 0.16 | 0.18 | enet | 16 | 0.19 | 2.3e-06 | 4.9 | -5.4 | 7.8e-08 | 0.09 | 0.28 | 0.41 | TRUE |
39 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | C11orf20 | 0.06 | 0.03 | lasso | 3 | 0.02 | 7.2e-04 | -6.2 | 6.2 | 6.9e-10 | 0.06 | 0.00 | 0.98 | FALSE |
40 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | DKFZp761E198 | 0.07 | 0.02 | blup | 39 | 0.03 | 5.9e-04 | -5.6 | -5.2 | 1.7e-07 | 0.16 | 0.02 | 0.60 | FALSE |
41 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | C11orf20 | 0.07 | 0.07 | lasso | 4 | 0.07 | 6.4e-08 | -6.3 | 6.2 | 5.6e-10 | 0.06 | 0.00 | 1.00 | FALSE |
42 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | SLC22A12 | 0.05 | 0.02 | blup | 38 | 0.03 | 6.3e-03 | -4.5 | -5.2 | 1.7e-07 | -0.07 | 0.01 | 0.69 | FALSE |
43 | The Cancer Genome Atlas | Brain Lower Grade Glioma | C11orf20 | 0.08 | 0.07 | enet | 6 | 0.08 | 8.1e-10 | -5.1 | 5.5 | 5.0e-08 | 0.06 | 0.00 | 1.00 | TRUE |
44 | The Cancer Genome Atlas | Lung Adenocarcinoma | NRXN2 | 0.07 | 0.06 | enet | 9 | 0.06 | 6.2e-08 | -5.3 | -5.1 | 3.0e-07 | -0.01 | 0.14 | 0.85 | FALSE |
45 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | C11orf20 | 0.04 | 0.03 | lasso | 2 | 0.03 | 4.2e-04 | -6.0 | 6.0 | 1.6e-09 | 0.07 | 0.00 | 0.99 | FALSE |
46 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | VEGFB | 0.06 | 0.00 | blup | 47 | 0.02 | 3.9e-03 | -3.6 | 5.3 | 1.1e-07 | 0.08 | 0.02 | 0.05 | FALSE |
47 | The Cancer Genome Atlas | Ovarian Serous Cystadenocarcinoma | VEGFB | 0.04 | 0.04 | blup | 47 | 0.02 | 8.9e-03 | -4.5 | 5.8 | 5.4e-09 | 0.08 | 0.03 | 0.43 | FALSE |
48 | The Cancer Genome Atlas | Pancreatic Adenocarcinoma | TRMT112 | 0.16 | 0.05 | blup | 28 | 0.04 | 1.2e-02 | -6.3 | -5.5 | 5.0e-08 | -0.05 | 0.00 | 0.76 | TRUE |
49 | The Cancer Genome Atlas | Thyroid Carcinoma | PRDX5 | 0.05 | 0.04 | lasso | 3 | 0.02 | 1.6e-03 | -6.2 | 6.3 | 2.9e-10 | 0.07 | 0.00 | 0.95 | FALSE |