Best TWAS P=5.82e-52 · Best GWAS P=9.54e-68 conditioned to 4.87e-33
# | 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 | PEPD | 0.32 | 0.27 | enet | 22 | 0.38 | 1.2e-49 | -8.94 | -7.5 | 5.9e-14 | -0.01 | 1.00 | 0.00 | FALSE |
2 | GTEx | Artery Tibial | PEPD | 0.11 | 0.02 | lasso | 3 | 0.02 | 5.3e-03 | -8.96 | -6.7 | 3.0e-11 | 0.08 | 0.34 | 0.02 | TRUE |
3 | GTEx | Artery Tibial | CEBPG | 0.14 | 0.04 | lasso | 3 | 0.02 | 5.9e-03 | -5.50 | -7.7 | 1.5e-14 | 0.03 | 0.66 | 0.01 | FALSE |
4 | GTEx | Brain Cerebellar Hemisphere | CTD-2085J24.4 | 0.31 | 0.02 | lasso | 9 | 0.01 | 1.8e-01 | 3.94 | 6.7 | 2.1e-11 | 0.17 | 0.07 | 0.06 | FALSE |
5 | GTEx | Brain Frontal Cortex BA9 | PDCD5 | 0.22 | 0.01 | enet | 26 | 0.09 | 2.2e-03 | 3.80 | 6.8 | 1.2e-11 | 0.11 | 0.12 | 0.31 | FALSE |
6 | GTEx | Brain Frontal Cortex BA9 | CTD-2538C1.2 | 0.45 | 0.02 | enet | 40 | 0.18 | 1.3e-05 | 6.15 | 6.4 | 1.5e-10 | 0.14 | 0.10 | 0.57 | FALSE |
7 | GTEx | Brain Hippocampus | PDCD5 | 0.36 | 0.04 | enet | 16 | 0.14 | 3.9e-04 | 5.81 | 7.0 | 3.7e-12 | 0.13 | 0.12 | 0.17 | FALSE |
8 | GTEx | Brain Hippocampus | RHPN2 | 0.22 | -0.01 | enet | 9 | 0.00 | 3.3e-01 | 7.60 | 6.4 | 1.2e-10 | 0.14 | 0.07 | 0.06 | FALSE |
9 | GTEx | Colon Transverse | CEP89 | 0.19 | 0.01 | enet | 20 | 0.10 | 1.8e-05 | 3.73 | -6.0 | 1.9e-09 | -0.10 | 0.11 | 0.04 | FALSE |
10 | GTEx | Colon Transverse | CTD-2538C1.2 | 0.16 | 0.02 | enet | 26 | 0.07 | 3.6e-04 | 5.88 | 6.4 | 1.5e-10 | 0.08 | 0.08 | 0.81 | FALSE |
11 | GTEx | Esophagus Gastroesophageal Junction | C19orf40 | 0.39 | 0.01 | enet | 26 | 0.06 | 3.7e-03 | -2.89 | 7.9 | 2.0e-15 | 0.26 | 0.07 | 0.19 | FALSE |
12 | GTEx | Heart Atrial Appendage | CTD-2538C1.2 | 0.31 | 0.37 | lasso | 2 | 0.36 | 8.1e-17 | 5.78 | 5.9 | 4.1e-09 | 0.11 | 1.00 | 0.00 | FALSE |
13 | GTEx | Heart Left Ventricle | CTD-2538C1.2 | 0.21 | 0.25 | enet | 9 | 0.21 | 2.5e-11 | 5.78 | 5.9 | 4.5e-09 | 0.11 | 0.98 | 0.02 | FALSE |
14 | GTEx | Prostate | CEP89 | 0.36 | 0.03 | lasso | 6 | 0.02 | 8.6e-02 | -6.49 | -5.2 | 1.7e-07 | 0.06 | 0.07 | 0.05 | TRUE |
15 | GTEx | Skin Not Sun Exposed Suprapubic | CTD-2085J24.4 | 0.16 | 0.11 | enet | 9 | 0.10 | 4.4e-06 | 3.71 | 5.2 | 1.5e-07 | 0.11 | 0.89 | 0.01 | FALSE |
16 | GTEx | Skin Sun Exposed Lower leg | CEBPG | 0.16 | 0.08 | enet | 11 | 0.14 | 6.1e-12 | 4.59 | -8.1 | 4.8e-16 | 0.02 | 1.00 | 0.00 | FALSE |
17 | GTEx | Skin Sun Exposed Lower leg | CTD-2085J24.4 | 0.17 | 0.06 | enet | 31 | 0.06 | 5.0e-06 | 3.94 | 5.2 | 1.7e-07 | 0.06 | 0.91 | 0.00 | FALSE |
18 | GTEx | Stomach | CTD-2538C1.2 | 0.09 | 0.04 | lasso | 3 | 0.03 | 1.4e-02 | 5.92 | 6.0 | 1.7e-09 | 0.10 | 0.11 | 0.69 | FALSE |
19 | GTEx | Thyroid | CTD-2085J24.4 | 0.09 | 0.09 | lasso | 2 | 0.07 | 3.1e-06 | 7.60 | 7.1 | 1.1e-12 | 0.14 | 0.87 | 0.00 | FALSE |
20 | METSIM | Adipose | PDCD5 | 0.06 | 0.02 | bslmm | 393 | 0.01 | 9.9e-03 | 0.19 | 5.9 | 3.7e-09 | 0.12 | 0.48 | 0.27 | FALSE |
21 | METSIM | Adipose | SLC7A9 | 0.09 | 0.05 | enet | 15 | 0.08 | 9.5e-12 | -7.06 | -5.5 | 4.4e-08 | -0.07 | 1.00 | 0.00 | FALSE |
22 | NTR | Blood | ANKRD27 | 0.07 | 0.08 | bslmm | 425 | 0.08 | 2.0e-25 | -5.11 | -6.2 | 7.7e-10 | -0.06 | 1.00 | 0.00 | TRUE |
23 | YFS | Blood | CEBPA | 0.11 | 0.02 | bslmm | 447 | 0.04 | 1.9e-14 | 5.89 | -7.1 | 1.5e-12 | 0.06 | 0.99 | 0.00 | FALSE |
24 | YFS | Blood | CEBPG | 0.08 | 0.05 | bslmm | 455 | 0.05 | 5.0e-17 | 4.35 | -6.5 | 1.1e-10 | 0.01 | 1.00 | 0.00 | TRUE |
25 | YFS | Blood | PEPD | 0.07 | 0.04 | bslmm | 488 | 0.05 | 5.6e-16 | -8.92 | -5.7 | 1.5e-08 | 0.02 | 1.00 | 0.00 | FALSE |
26 | The Cancer Genome Atlas | Bladder Urothelial Carcinoma | SLC7A9 | 0.09 | 0.03 | blup | 59 | 0.05 | 4.0e-05 | -6.83 | -6.3 | 2.8e-10 | -0.07 | 0.22 | 0.50 | FALSE |
27 | The Cancer Genome Atlas | Breast Invasive Carcinoma | SLC7A9 | 0.13 | 0.13 | blup | 59 | 0.17 | 9.0e-33 | 3.94 | -5.9 | 4.2e-09 | -0.08 | 1.00 | 0.00 | FALSE |
28 | The Cancer Genome Atlas | Cervical Squamous Cell Carcinoma | CEBPA | 0.14 | 0.00 | blup | 39 | 0.07 | 1.6e-04 | 5.15 | -15.2 | 5.8e-52 | -0.23 | 0.01 | 0.21 | TRUE |
29 | The Cancer Genome Atlas | Cervical Squamous Cell Carcinoma | SLC7A9 | 0.12 | 0.11 | enet | 7 | 0.13 | 8.1e-07 | -6.83 | -8.1 | 6.8e-16 | -0.12 | 0.07 | 0.88 | TRUE |
30 | The Cancer Genome Atlas | Glioblastoma Multiforme | SLC7A9 | 0.36 | 0.13 | blup | 59 | 0.18 | 3.0e-06 | 7.90 | -8.0 | 8.8e-16 | -0.13 | 0.00 | 0.98 | FALSE |
31 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | SLC7A9 | 0.05 | 0.01 | blup | 59 | 0.04 | 1.8e-05 | 0.80 | -6.7 | 2.8e-11 | -0.06 | 0.18 | 0.54 | FALSE |
32 | The Cancer Genome Atlas | Brain Lower Grade Glioma | PEPD | 0.05 | 0.03 | blup | 113 | 0.05 | 7.1e-07 | -3.10 | -5.6 | 2.1e-08 | -0.04 | 0.91 | 0.01 | FALSE |
33 | The Cancer Genome Atlas | Brain Lower Grade Glioma | SLC7A9 | 0.20 | 0.07 | enet | 12 | 0.21 | 5.6e-23 | 3.71 | -7.2 | 4.5e-13 | -0.10 | 0.96 | 0.04 | FALSE |
34 | The Cancer Genome Atlas | Brain Lower Grade Glioma | TDRD12 | 0.03 | 0.01 | blup | 58 | 0.01 | 1.1e-02 | 6.59 | 6.1 | 1.2e-09 | 0.12 | 0.22 | 0.22 | FALSE |
35 | The Cancer Genome Atlas | Lung Adenocarcinoma | SLC7A9 | 0.07 | 0.04 | lasso | 4 | 0.07 | 1.8e-08 | 7.90 | -7.2 | 8.1e-13 | -0.11 | 0.00 | 1.00 | FALSE |
36 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | SLC7A9 | 0.11 | 0.06 | blup | 59 | 0.09 | 9.0e-11 | -6.24 | -6.7 | 2.4e-11 | -0.09 | 0.06 | 0.94 | FALSE |
37 | The Cancer Genome Atlas | Ovarian Serous Cystadenocarcinoma | SLC7A9 | 0.08 | 0.03 | enet | 11 | 0.03 | 4.8e-03 | -7.06 | -7.6 | 2.1e-14 | -0.09 | 0.09 | 0.39 | FALSE |
38 | The Cancer Genome Atlas | Prostate Adenocarcinoma | PEPD | 0.08 | 0.04 | lasso | 8 | 0.03 | 2.8e-04 | -7.38 | -8.2 | 3.1e-16 | 0.00 | 0.26 | 0.13 | TRUE |
39 | The Cancer Genome Atlas | Prostate Adenocarcinoma | SLC7A9 | 0.21 | 0.10 | enet | 25 | 0.20 | 1.1e-20 | 3.71 | -5.7 | 1.2e-08 | -0.08 | 0.95 | 0.05 | FALSE |
40 | The Cancer Genome Atlas | Soft Tissue Sarcoma | SLC7A9 | 0.14 | 0.00 | blup | 59 | 0.08 | 1.3e-05 | -6.65 | -7.5 | 6.5e-14 | -0.09 | 0.06 | 0.75 | FALSE |
41 | The Cancer Genome Atlas | Thyroid Carcinoma | SLC7A9 | 0.10 | 0.08 | blup | 59 | 0.08 | 3.9e-08 | -6.24 | -5.8 | 6.3e-09 | -0.06 | 0.76 | 0.22 | FALSE |