Best TWAS P=4.8e-15 · Best GWAS P=8.89e-15 conditioned to NaN
# | 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 | Brain Cerebellum | ATP13A1 | 0.17 | 0.03 | enet | 30 | 0.03 | 5.2e-02 | -5.85 | -5.2 | 2.2e-07 | -0.21 | 0.10 | 0.05 | TRUE |
2 | GTEx | Cells Transformed fibroblasts | ATP13A1 | 0.14 | 0.06 | lasso | 5 | 0.05 | 2.2e-04 | 6.24 | 6.0 | 1.7e-09 | 0.81 | 0.20 | 0.53 | TRUE |
3 | GTEx | Colon Sigmoid | RFXANK | 0.19 | -0.01 | enet | 38 | 0.02 | 9.2e-02 | 7.75 | -5.2 | 1.6e-07 | -0.48 | 0.02 | 0.57 | TRUE |
4 | GTEx | Esophagus Mucosa | LPAR2 | 0.08 | 0.03 | lasso | 2 | 0.01 | 1.1e-01 | -5.37 | 5.1 | 2.8e-07 | 0.08 | 0.32 | 0.03 | FALSE |
5 | GTEx | Esophagus Mucosa | SSBP4 | 0.14 | 0.10 | lasso | 2 | 0.14 | 1.3e-09 | 4.10 | -5.2 | 2.5e-07 | -0.03 | 0.64 | 0.35 | FALSE |
6 | GTEx | Esophagus Muscularis | SSBP4 | 0.09 | 0.09 | lasso | 4 | 0.07 | 5.3e-05 | 7.38 | -7.2 | 8.0e-13 | -0.04 | 0.00 | 1.00 | FALSE |
7 | GTEx | Esophagus Muscularis | UBA52 | 0.16 | 0.10 | lasso | 9 | 0.08 | 8.7e-06 | 3.86 | -5.7 | 1.5e-08 | -0.01 | 0.48 | 0.42 | TRUE |
8 | GTEx | Liver | SSBP4 | 0.26 | 0.04 | lasso | 4 | 0.06 | 1.0e-02 | 6.74 | -6.8 | 8.9e-12 | -0.04 | 0.05 | 0.64 | FALSE |
9 | GTEx | Lung | LPAR2 | 0.07 | 0.09 | lasso | 3 | 0.05 | 9.9e-05 | -4.72 | 5.2 | 2.0e-07 | 0.16 | 0.89 | 0.01 | FALSE |
10 | GTEx | Nerve Tibial | LPAR2 | 0.14 | 0.05 | lasso | 5 | 0.06 | 2.3e-05 | -4.72 | 5.5 | 3.5e-08 | 0.19 | 0.73 | 0.01 | TRUE |
11 | GTEx | Nerve Tibial | GMIP | 0.19 | 0.09 | lasso | 6 | 0.03 | 3.9e-03 | -5.04 | 6.0 | 2.1e-09 | 0.31 | 0.73 | 0.02 | FALSE |
12 | GTEx | Pancreas | SSBP4 | 0.15 | -0.01 | lasso | 5 | 0.02 | 3.1e-02 | 7.38 | -7.3 | 2.8e-13 | -0.04 | 0.03 | 0.58 | FALSE |
13 | GTEx | Spleen | LPAR2 | 0.27 | 0.06 | lasso | 6 | 0.04 | 2.7e-02 | -5.46 | 6.3 | 3.7e-10 | 0.22 | 0.12 | 0.08 | TRUE |
14 | GTEx | Testis | UBA52 | 0.17 | 0.03 | enet | 10 | 0.04 | 5.6e-03 | -4.59 | -6.1 | 1.2e-09 | -0.02 | 0.11 | 0.64 | TRUE |
15 | GTEx | Whole Blood | LPAR2 | 0.10 | 0.07 | lasso | 5 | 0.07 | 8.0e-07 | -4.72 | 6.3 | 3.1e-10 | 0.33 | 0.97 | 0.00 | TRUE |
16 | GTEx | Whole Blood | ELL | 0.10 | 0.03 | enet | 17 | 0.04 | 1.2e-04 | 4.53 | 5.6 | 2.7e-08 | 0.04 | 0.17 | 0.79 | FALSE |
17 | GTEx | Whole Blood | LRRC25 | 0.12 | 0.01 | enet | 7 | 0.02 | 1.0e-02 | 4.48 | -5.4 | 6.4e-08 | -0.03 | 0.10 | 0.83 | FALSE |
18 | METSIM | Adipose | GMIP | 0.07 | 0.03 | lasso | 4 | 0.03 | 7.8e-05 | -5.10 | 5.9 | 3.1e-09 | 0.47 | 0.42 | 0.20 | FALSE |
19 | METSIM | Adipose | LRRC25 | 0.04 | 0.01 | bslmm | 385 | 0.01 | 2.8e-02 | 4.75 | -6.8 | 1.3e-11 | -0.02 | 0.13 | 0.06 | FALSE |
20 | ROSMAP | Brain Pre-frontal Cortex | ATP13A1 | 0.10 | 0.07 | lasso | 5 | 0.06 | 1.3e-08 | 7.15 | -7.1 | 9.1e-13 | -0.77 | 0.07 | 0.93 | TRUE |
21 | YFS | Blood | LSM4 | 0.19 | 0.01 | enet | 33 | 0.09 | 3.4e-27 | 6.03 | -6.3 | 3.1e-10 | 0.05 | 0.96 | 0.04 | TRUE |
22 | The Cancer Genome Atlas | Breast Invasive Carcinoma | MEF2B | 0.05 | 0.01 | blup | 61 | 0.03 | 3.2e-06 | 3.99 | -6.3 | 3.2e-10 | -0.61 | 0.01 | 0.99 | FALSE |
23 | The Cancer Genome Atlas | Cervical Squamous Cell Carcinoma | LRRC25 | 0.14 | 0.07 | enet | 5 | 0.10 | 8.3e-06 | 4.75 | -5.8 | 8.6e-09 | -0.02 | 0.16 | 0.10 | FALSE |
24 | The Cancer Genome Atlas | Colon Adenocarcinoma | ISYNA1 | 0.08 | 0.09 | lasso | 4 | 0.09 | 7.0e-06 | 6.90 | 6.8 | 9.2e-12 | 0.04 | 0.00 | 0.99 | FALSE |
25 | The Cancer Genome Atlas | Colon Adenocarcinoma | SSBP4 | 0.08 | 0.05 | enet | 9 | 0.07 | 6.7e-05 | 4.60 | -5.4 | 8.4e-08 | 0.01 | 0.10 | 0.68 | FALSE |
26 | The Cancer Genome Atlas | Colon Adenocarcinoma | TSSK6 | 0.07 | 0.02 | blup | 32 | 0.04 | 2.9e-03 | -4.54 | -5.2 | 1.8e-07 | -0.38 | 0.05 | 0.10 | FALSE |
27 | The Cancer Genome Atlas | Glioblastoma Multiforme | ELL | 0.13 | 0.10 | blup | 46 | 0.08 | 1.9e-03 | 4.73 | -6.7 | 2.4e-11 | -0.04 | 0.08 | 0.42 | FALSE |
28 | The Cancer Genome Atlas | Glioblastoma Multiforme | LRRC25 | 0.20 | 0.12 | lasso | 3 | 0.12 | 1.2e-04 | 5.06 | -5.9 | 4.7e-09 | -0.02 | 0.01 | 0.44 | FALSE |
29 | The Cancer Genome Atlas | Glioblastoma Multiforme | UBA52 | 0.16 | 0.10 | lasso | 4 | 0.07 | 3.9e-03 | 6.42 | -6.9 | 5.6e-12 | -0.03 | 0.02 | 0.16 | FALSE |
30 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | SSBP4 | 0.04 | 0.03 | blup | 37 | 0.04 | 1.6e-05 | 4.73 | -6.0 | 2.7e-09 | -0.03 | 0.36 | 0.56 | FALSE |
31 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | ELL | 0.06 | 0.01 | blup | 48 | 0.03 | 4.8e-04 | 6.95 | 5.5 | 4.2e-08 | 0.04 | 0.03 | 0.88 | FALSE |
32 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | C19orf50 | 0.12 | 0.00 | enet | 11 | 0.01 | 6.5e-02 | 0.89 | -5.1 | 2.9e-07 | -0.01 | 0.01 | 0.54 | FALSE |
33 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | LRRC25 | 0.10 | 0.08 | lasso | 3 | 0.08 | 2.0e-05 | 5.06 | -5.6 | 2.1e-08 | -0.02 | 0.06 | 0.93 | FALSE |
34 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | SSBP4 | 0.06 | 0.07 | enet | 6 | 0.07 | 5.6e-05 | 4.48 | -5.7 | 1.5e-08 | -0.04 | 0.04 | 0.95 | FALSE |
35 | The Cancer Genome Atlas | Brain Lower Grade Glioma | C19orf50 | 0.07 | 0.00 | blup | 42 | 0.04 | 5.6e-05 | -4.59 | -7.1 | 1.3e-12 | -0.01 | 0.01 | 0.92 | FALSE |
36 | The Cancer Genome Atlas | Brain Lower Grade Glioma | LRRC25 | 0.07 | 0.08 | blup | 46 | 0.09 | 2.2e-10 | 4.65 | -5.1 | 3.0e-07 | -0.02 | 0.94 | 0.06 | FALSE |
37 | The Cancer Genome Atlas | Lung Adenocarcinoma | LRRC25 | 0.04 | 0.01 | blup | 45 | 0.02 | 6.2e-04 | 4.65 | -5.5 | 2.9e-08 | -0.02 | 0.18 | 0.52 | FALSE |
38 | The Cancer Genome Atlas | Lung Adenocarcinoma | YJEFN3 | 0.03 | 0.03 | blup | 32 | 0.02 | 3.0e-03 | -4.54 | 5.3 | 9.1e-08 | 0.34 | 0.10 | 0.11 | FALSE |
39 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | SSBP4 | 0.02 | 0.03 | lasso | 2 | 0.03 | 5.3e-04 | 6.92 | -6.7 | 1.5e-11 | -0.05 | 0.00 | 0.97 | FALSE |
40 | The Cancer Genome Atlas | Ovarian Serous Cystadenocarcinoma | LRRC25 | 0.07 | 0.03 | blup | 46 | 0.02 | 8.5e-03 | 4.75 | -6.5 | 9.9e-11 | -0.01 | 0.04 | 0.35 | TRUE |
41 | The Cancer Genome Atlas | Prostate Adenocarcinoma | C19orf50 | 0.04 | 0.02 | enet | 5 | 0.03 | 1.1e-03 | -4.61 | -5.4 | 6.7e-08 | 0.00 | 0.03 | 0.13 | TRUE |
42 | The Cancer Genome Atlas | Prostate Adenocarcinoma | ELL | 0.03 | 0.03 | blup | 47 | 0.01 | 1.2e-02 | 4.88 | -5.7 | 9.8e-09 | -0.03 | 0.11 | 0.44 | FALSE |
43 | The Cancer Genome Atlas | Prostate Adenocarcinoma | SSBP4 | 0.04 | 0.08 | enet | 13 | 0.08 | 8.4e-09 | 4.60 | -5.2 | 2.1e-07 | -0.03 | 0.54 | 0.46 | FALSE |
44 | The Cancer Genome Atlas | Prostate Adenocarcinoma | UBA52 | 0.05 | 0.05 | enet | 14 | 0.05 | 1.1e-05 | 3.58 | -7.2 | 4.1e-13 | 0.03 | 0.41 | 0.18 | FALSE |
45 | The Cancer Genome Atlas | Stomach Adenocarcinoma | SSBP4 | 0.05 | 0.00 | blup | 37 | 0.02 | 8.7e-03 | 6.90 | -7.8 | 4.8e-15 | -0.04 | 0.00 | 0.73 | TRUE |
46 | The Cancer Genome Atlas | Thyroid Carcinoma | ELL | 0.06 | 0.06 | blup | 46 | 0.09 | 1.2e-08 | 4.88 | -7.0 | 3.7e-12 | -0.04 | 0.07 | 0.93 | FALSE |
47 | The Cancer Genome Atlas | Thyroid Carcinoma | ISYNA1 | 0.04 | 0.00 | blup | 34 | 0.02 | 4.8e-03 | 6.60 | 6.6 | 5.4e-11 | 0.05 | 0.01 | 0.92 | FALSE |
48 | The Cancer Genome Atlas | Thyroid Carcinoma | LRRC25 | 0.05 | 0.08 | lasso | 3 | 0.07 | 5.4e-07 | 4.75 | -5.2 | 1.7e-07 | -0.01 | 0.85 | 0.14 | FALSE |
49 | The Cancer Genome Atlas | Thyroid Carcinoma | UBA52 | 0.04 | 0.02 | blup | 40 | 0.04 | 1.1e-04 | -4.61 | -5.4 | 7.3e-08 | -0.03 | 0.08 | 0.87 | FALSE |
50 | The Cancer Genome Atlas | Thyroid Carcinoma | YJEFN3 | 0.08 | 0.06 | blup | 33 | 0.08 | 7.1e-08 | -4.52 | 5.5 | 3.1e-08 | 0.33 | 0.96 | 0.02 | FALSE |