Best TWAS P=2.39e-24 · Best GWAS P=1.88e-26 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 Cortex | CNKSR1 | 0.46 | 0.23 | enet | 33 | 0.31 | 3.5e-09 | -2.21 | 6.5 | 5.9e-11 | -0.14 | 0.83 | 0.02 | FALSE |
2 | GTEx | Cells Transformed fibroblasts | RP1-125I3.2 | 0.06 | 0.04 | enet | 19 | 0.03 | 3.3e-03 | 7.35 | -7.6 | 2.3e-14 | 0.20 | 0.08 | 0.48 | FALSE |
3 | GTEx | Colon Transverse | CNKSR1 | 0.14 | 0.00 | enet | 21 | 0.00 | 2.0e-01 | -3.87 | 5.1 | 2.8e-07 | 0.03 | 0.12 | 0.11 | FALSE |
4 | GTEx | Esophagus Mucosa | DHDDS | 0.11 | 0.06 | lasso | 4 | 0.04 | 6.6e-04 | -10.64 | -9.7 | 4.5e-22 | 0.91 | 0.00 | 1.00 | TRUE |
5 | GTEx | Esophagus Mucosa | PDIK1L | 0.10 | 0.09 | lasso | 6 | 0.09 | 8.8e-07 | 9.48 | -9.4 | 6.8e-21 | 0.17 | 0.96 | 0.01 | FALSE |
6 | GTEx | Muscle Skeletal | PIGV | 0.07 | 0.01 | enet | 12 | 0.02 | 2.1e-03 | 3.72 | -6.0 | 2.5e-09 | 0.13 | 0.49 | 0.03 | TRUE |
7 | GTEx | Nerve Tibial | NUDC | 0.12 | 0.00 | lasso | 6 | 0.01 | 1.2e-01 | 6.74 | 6.4 | 1.6e-10 | -0.31 | 0.02 | 0.48 | TRUE |
8 | GTEx | Nerve Tibial | PDIK1L | 0.09 | 0.01 | enet | 10 | 0.03 | 2.2e-03 | 7.97 | -8.9 | 5.7e-19 | 0.21 | 0.72 | 0.06 | FALSE |
9 | GTEx | Pancreas | CNKSR1 | 0.20 | 0.03 | enet | 20 | 0.04 | 7.3e-03 | 7.71 | -7.7 | 1.8e-14 | 0.34 | 0.09 | 0.34 | FALSE |
10 | GTEx | Pituitary | CNKSR1 | 0.38 | 0.16 | lasso | 7 | 0.15 | 1.4e-04 | 4.55 | -6.1 | 9.5e-10 | 0.19 | 0.33 | 0.04 | FALSE |
11 | GTEx | Skin Not Sun Exposed Suprapubic | CNKSR1 | 0.15 | 0.10 | lasso | 7 | 0.09 | 1.0e-05 | 4.55 | -6.8 | 1.5e-11 | 0.17 | 0.93 | 0.00 | FALSE |
12 | GTEx | Skin Not Sun Exposed Suprapubic | PDIK1L | 0.22 | 0.05 | enet | 37 | 0.11 | 8.3e-07 | 9.48 | -7.3 | 3.2e-13 | 0.22 | 0.98 | 0.01 | TRUE |
13 | GTEx | Skin Sun Exposed Lower leg | CNKSR1 | 0.10 | 0.04 | enet | 21 | 0.04 | 2.2e-04 | 4.68 | -5.5 | 3.1e-08 | 0.29 | 0.38 | 0.20 | FALSE |
14 | GTEx | Skin Sun Exposed Lower leg | PDIK1L | 0.14 | 0.05 | enet | 23 | 0.12 | 3.1e-10 | 9.48 | -7.2 | 6.9e-13 | 0.19 | 0.99 | 0.01 | FALSE |
15 | GTEx | Spleen | PIGV | 0.16 | 0.13 | lasso | 13 | 0.16 | 6.6e-05 | 5.44 | -5.7 | 1.2e-08 | 0.10 | 0.31 | 0.05 | FALSE |
16 | GTEx | Testis | RP1-317E23.7 | 0.59 | 0.52 | enet | 20 | 0.58 | 4.6e-31 | 4.92 | -5.2 | 2.0e-07 | 0.08 | 1.00 | 0.00 | TRUE |
17 | GTEx | Thyroid | DHDDS | 0.14 | 0.08 | enet | 22 | 0.07 | 5.8e-06 | 4.75 | -5.9 | 3.2e-09 | 0.41 | 0.68 | 0.02 | FALSE |
18 | GTEx | Thyroid | CNKSR1 | 0.10 | 0.04 | lasso | 7 | 0.03 | 2.1e-03 | 8.31 | -9.2 | 2.4e-20 | 0.20 | 0.78 | 0.08 | FALSE |
19 | GTEx | Whole Blood | CEP85 | 0.07 | 0.01 | enet | 17 | 0.02 | 1.3e-02 | -2.30 | -7.4 | 1.4e-13 | 0.17 | 0.23 | 0.18 | TRUE |
20 | ROSMAP | Brain Pre-frontal Cortex | WASF2 | 0.08 | 0.04 | blup | 261 | 0.04 | 1.4e-05 | -4.20 | -5.2 | 2.6e-07 | 0.03 | 0.16 | 0.79 | TRUE |
21 | The Cancer Genome Atlas | Bladder Urothelial Carcinoma | TRIM63 | 0.03 | 0.02 | blup | 33 | 0.02 | 4.6e-03 | 9.44 | 8.9 | 5.4e-19 | -0.15 | 0.01 | 0.90 | FALSE |
22 | The Cancer Genome Atlas | Breast Invasive Carcinoma | EXTL1 | 0.02 | 0.02 | blup | 46 | 0.02 | 1.5e-05 | 4.67 | -5.2 | 2.0e-07 | 0.12 | 0.49 | 0.43 | FALSE |
23 | The Cancer Genome Atlas | Breast Invasive Carcinoma | GRRP1 | 0.03 | 0.02 | enet | 7 | 0.01 | 3.9e-04 | -3.33 | -5.8 | 7.3e-09 | 0.13 | 0.11 | 0.79 | FALSE |
24 | The Cancer Genome Atlas | Breast Invasive Carcinoma | PDIK1L | 0.02 | 0.01 | blup | 37 | 0.02 | 6.1e-05 | 9.53 | -7.9 | 3.9e-15 | 0.14 | 0.01 | 0.95 | FALSE |
25 | The Cancer Genome Atlas | Breast Invasive Carcinoma | TRIM63 | 0.15 | 0.16 | lasso | 2 | 0.16 | 2.3e-32 | 9.44 | 9.5 | 2.4e-21 | -0.15 | 0.00 | 1.00 | FALSE |
26 | The Cancer Genome Atlas | Cervical Squamous Cell Carcinoma | TRIM63 | 0.14 | 0.15 | lasso | 1 | 0.14 | 2.2e-07 | 9.43 | 9.4 | 4.0e-21 | -0.14 | 0.00 | 1.00 | FALSE |
27 | The Cancer Genome Atlas | Colon Adenocarcinoma | TRIM63 | 0.08 | 0.10 | lasso | 4 | 0.10 | 3.7e-06 | 9.44 | 9.3 | 1.7e-20 | -0.17 | 0.01 | 0.99 | FALSE |
28 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | GRRP1 | 0.11 | 0.02 | blup | 52 | 0.03 | 8.8e-05 | -3.36 | 5.8 | 6.2e-09 | -0.04 | 0.02 | 0.29 | FALSE |
29 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | PDIK1L | 0.02 | 0.02 | blup | 37 | 0.02 | 2.8e-03 | 9.53 | -9.8 | 8.7e-23 | 0.14 | 0.01 | 0.87 | TRUE |
30 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | SLC30A2 | 0.03 | 0.02 | lasso | 3 | 0.01 | 1.1e-02 | 5.54 | -7.3 | 3.4e-13 | 0.12 | 0.02 | 0.86 | FALSE |
31 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | TRIM63 | 0.11 | 0.11 | enet | 4 | 0.12 | 9.0e-14 | 9.44 | 9.0 | 3.3e-19 | -0.15 | 0.00 | 1.00 | FALSE |
32 | The Cancer Genome Atlas | Brain Lower Grade Glioma | PDIK1L | 0.03 | 0.01 | blup | 37 | 0.02 | 2.6e-03 | 8.33 | -10.2 | 2.4e-24 | 0.11 | 0.01 | 0.60 | TRUE |
33 | The Cancer Genome Atlas | Brain Lower Grade Glioma | TRIM63 | 0.29 | 0.33 | enet | 20 | 0.33 | 2.5e-38 | 9.44 | 10.1 | 4.2e-24 | -0.15 | 0.00 | 1.00 | FALSE |
34 | The Cancer Genome Atlas | Lung Adenocarcinoma | TRIM63 | 0.14 | 0.20 | enet | 7 | 0.21 | 9.4e-24 | 9.08 | 9.1 | 9.5e-20 | -0.17 | 0.01 | 0.99 | FALSE |
35 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | CNKSR1 | 0.11 | 0.03 | blup | 57 | 0.05 | 3.5e-06 | 8.31 | -7.2 | 7.8e-13 | 0.21 | 0.14 | 0.56 | FALSE |
36 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | PDIK1L | 0.02 | 0.00 | blup | 37 | 0.02 | 1.2e-03 | 6.16 | -7.8 | 6.5e-15 | 0.17 | 0.02 | 0.76 | FALSE |
37 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | TRIM63 | 0.16 | 0.11 | lasso | 1 | 0.10 | 2.0e-11 | 9.44 | 9.4 | 3.7e-21 | -0.15 | 0.00 | 1.00 | FALSE |
38 | The Cancer Genome Atlas | Ovarian Serous Cystadenocarcinoma | TRIM63 | 0.14 | 0.18 | lasso | 7 | 0.15 | 3.0e-10 | 9.12 | 8.8 | 1.4e-18 | -0.16 | 0.04 | 0.96 | FALSE |
39 | The Cancer Genome Atlas | Pheochromocytoma and Paraganglioma | RPS6KA1 | 0.11 | 0.05 | lasso | 6 | 0.07 | 8.0e-04 | -8.43 | 7.9 | 3.2e-15 | -0.61 | 0.01 | 0.87 | FALSE |
40 | The Cancer Genome Atlas | Pheochromocytoma and Paraganglioma | TRIM63 | 0.09 | 0.05 | lasso | 1 | 0.04 | 1.2e-02 | 6.16 | 6.2 | 7.3e-10 | -0.08 | 0.02 | 0.41 | FALSE |
41 | The Cancer Genome Atlas | Prostate Adenocarcinoma | DHDDS | 0.04 | 0.00 | blup | 50 | 0.02 | 5.7e-03 | 2.81 | -5.3 | 1.3e-07 | 0.47 | 0.02 | 0.14 | FALSE |
42 | The Cancer Genome Atlas | Prostate Adenocarcinoma | PDIK1L | 0.03 | 0.03 | blup | 37 | 0.02 | 7.0e-03 | -0.36 | -5.2 | 2.5e-07 | 0.16 | 0.03 | 0.28 | TRUE |
43 | The Cancer Genome Atlas | Prostate Adenocarcinoma | SH3BGRL3 | 0.05 | 0.03 | lasso | 2 | 0.03 | 9.3e-04 | 7.35 | 8.4 | 6.0e-17 | -0.16 | 0.00 | 0.94 | FALSE |
44 | The Cancer Genome Atlas | Rectum Adenocarcinoma | EXTL1 | 0.14 | 0.03 | blup | 46 | 0.05 | 2.2e-02 | 4.89 | -6.6 | 3.4e-11 | 0.14 | 0.02 | 0.44 | FALSE |
45 | The Cancer Genome Atlas | Rectum Adenocarcinoma | TRIM63 | 0.28 | 0.22 | lasso | 3 | 0.20 | 1.7e-05 | 5.54 | 7.2 | 7.4e-13 | -0.11 | 0.02 | 0.89 | FALSE |
46 | The Cancer Genome Atlas | Thyroid Carcinoma | TRIM63 | 0.18 | 0.26 | enet | 7 | 0.26 | 3.0e-25 | 9.08 | 9.2 | 3.6e-20 | -0.15 | 0.01 | 0.99 | FALSE |
47 | The Cancer Genome Atlas | Uterine Corpus Endometrial Carcinoma | TRIM63 | 0.19 | 0.07 | blup | 33 | 0.14 | 1.3e-04 | 9.44 | 9.0 | 3.4e-19 | -0.15 | 0.01 | 0.99 | FALSE |