Best TWAS P=6.7e-20 · Best GWAS P=1.46e-20 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 | CommonMind | Brain Pre-frontal Cortex | EIF5 | 0.07 | 0.04 | lasso | 7 | 0.03 | 9.7e-05 | -5.2 | 5.6 | 1.9e-08 | -0.11 | 0.94 | 0.01 | TRUE |
2 | GTEx | Adipose Subcutaneous | BTBD6 | 0.08 | 0.05 | lasso | 6 | 0.05 | 7.0e-05 | 8.5 | -7.9 | 3.2e-15 | -0.85 | 0.08 | 0.87 | FALSE |
3 | GTEx | Adrenal Gland | CKB | 0.18 | 0.00 | enet | 16 | 0.02 | 6.9e-02 | 4.2 | 5.2 | 1.9e-07 | 0.02 | 0.04 | 0.46 | FALSE |
4 | GTEx | Artery Aorta | TRMT61A | 0.14 | 0.07 | lasso | 5 | 0.12 | 6.4e-07 | -3.9 | -5.4 | 7.1e-08 | -0.03 | 0.05 | 0.94 | TRUE |
5 | GTEx | Artery Aorta | BTBD6 | 0.13 | 0.10 | lasso | 4 | 0.09 | 1.3e-05 | 8.5 | -8.3 | 6.9e-17 | -0.94 | 0.24 | 0.73 | FALSE |
6 | GTEx | Artery Aorta | BRF1 | 0.08 | 0.07 | lasso | 3 | 0.07 | 9.3e-05 | 8.5 | 8.3 | 1.5e-16 | 0.93 | 0.06 | 0.84 | FALSE |
7 | GTEx | Artery Tibial | AKT1 | 0.11 | 0.00 | enet | 15 | 0.00 | 1.4e-01 | 2.7 | 6.3 | 3.1e-10 | 0.31 | 0.03 | 0.30 | FALSE |
8 | GTEx | Artery Tibial | BTBD6 | 0.19 | 0.12 | enet | 19 | 0.15 | 9.1e-12 | 8.5 | -7.9 | 2.4e-15 | -0.90 | 0.03 | 0.97 | FALSE |
9 | GTEx | Brain Cortex | CEP170B | 0.24 | -0.01 | enet | 29 | 0.02 | 1.2e-01 | 9.2 | 5.2 | 1.8e-07 | 0.32 | 0.02 | 0.56 | FALSE |
10 | GTEx | Brain Cortex | XRCC3 | 0.12 | 0.02 | lasso | 4 | 0.01 | 1.7e-01 | 3.3 | 5.5 | 4.1e-08 | -0.04 | 0.05 | 0.72 | FALSE |
11 | GTEx | Brain Frontal Cortex BA9 | APOPT1 | 0.17 | 0.07 | lasso | 3 | 0.08 | 4.6e-03 | 6.8 | -6.2 | 4.5e-10 | -0.04 | 0.03 | 0.86 | TRUE |
12 | GTEx | Brain Hypothalamus | RPS20P33 | 0.23 | 0.11 | lasso | 4 | 0.07 | 8.6e-03 | 9.2 | -9.1 | 1.2e-19 | -0.99 | 0.01 | 0.77 | FALSE |
13 | GTEx | Breast Mammary Tissue | BTBD6 | 0.11 | 0.14 | lasso | 3 | 0.12 | 7.9e-07 | 8.5 | -8.5 | 2.6e-17 | -0.93 | 0.21 | 0.77 | FALSE |
14 | GTEx | Colon Sigmoid | BTBD6 | 0.19 | 0.11 | lasso | 2 | 0.08 | 1.1e-03 | 9.1 | -8.6 | 8.1e-18 | -0.99 | 0.01 | 0.96 | FALSE |
15 | GTEx | Colon Transverse | KLC1 | 0.16 | 0.01 | lasso | 7 | 0.00 | 1.9e-01 | 4.9 | 5.2 | 2.4e-07 | 0.00 | 0.09 | 0.43 | FALSE |
16 | GTEx | Colon Transverse | BAG5 | 0.14 | 0.05 | lasso | 10 | 0.02 | 4.8e-02 | 5.4 | 5.7 | 1.3e-08 | -0.03 | 0.22 | 0.31 | FALSE |
17 | GTEx | Colon Transverse | BRF1 | 0.18 | 0.07 | enet | 12 | 0.03 | 1.4e-02 | 8.5 | 8.4 | 2.9e-17 | 0.88 | 0.02 | 0.89 | FALSE |
18 | GTEx | Esophagus Gastroesophageal Junction | BTBD6 | 0.20 | 0.23 | lasso | 2 | 0.20 | 8.3e-08 | 8.6 | -8.6 | 1.1e-17 | -0.94 | 0.30 | 0.69 | FALSE |
19 | GTEx | Esophagus Mucosa | MARK3 | 0.11 | 0.03 | lasso | 4 | 0.04 | 1.5e-03 | -3.0 | -5.3 | 1.1e-07 | 0.00 | 0.02 | 0.89 | FALSE |
20 | GTEx | Esophagus Mucosa | BRF1 | 0.15 | 0.10 | lasso | 3 | 0.11 | 4.8e-08 | 9.3 | 9.1 | 1.3e-19 | 0.97 | 0.00 | 1.00 | FALSE |
21 | GTEx | Esophagus Muscularis | BTBD6 | 0.24 | 0.17 | lasso | 4 | 0.16 | 6.1e-10 | 8.6 | -8.5 | 1.3e-17 | -0.94 | 0.59 | 0.41 | FALSE |
22 | GTEx | Esophagus Muscularis | APOPT1 | 0.16 | 0.02 | enet | 11 | 0.04 | 2.2e-03 | -4.2 | -5.8 | 8.8e-09 | 0.04 | 0.07 | 0.75 | FALSE |
23 | GTEx | Heart Left Ventricle | BTBD6 | 0.13 | 0.02 | enet | 12 | 0.07 | 1.7e-04 | 8.6 | -7.2 | 5.9e-13 | -0.87 | 0.04 | 0.83 | FALSE |
24 | GTEx | Nerve Tibial | KLC1 | 0.07 | 0.00 | enet | 22 | 0.01 | 8.5e-02 | 5.4 | 5.2 | 2.3e-07 | -0.03 | 0.09 | 0.73 | TRUE |
25 | GTEx | Nerve Tibial | BTBD6 | 0.08 | 0.02 | lasso | 3 | 0.01 | 1.1e-01 | 8.5 | -8.3 | 6.9e-17 | -0.91 | 0.04 | 0.33 | FALSE |
26 | GTEx | Skin Sun Exposed Lower leg | BRF1 | 0.12 | 0.07 | lasso | 4 | 0.07 | 2.8e-06 | 8.8 | 8.8 | 1.7e-18 | 0.98 | 0.07 | 0.93 | FALSE |
27 | GTEx | Spleen | KLC1 | 0.15 | 0.05 | lasso | 3 | 0.03 | 6.4e-02 | 6.8 | 6.7 | 2.4e-11 | 0.02 | 0.03 | 0.68 | FALSE |
28 | GTEx | Testis | BTBD6 | 0.12 | 0.07 | lasso | 3 | 0.06 | 9.6e-04 | 9.2 | -9.1 | 1.2e-19 | -0.99 | 0.01 | 0.98 | FALSE |
29 | GTEx | Testis | BRF1 | 0.22 | -0.01 | lasso | 5 | 0.01 | 8.0e-02 | 1.2 | 6.2 | 6.7e-10 | 0.65 | 0.02 | 0.66 | FALSE |
30 | GTEx | Thyroid | BRF1 | 0.21 | 0.09 | enet | 24 | 0.14 | 1.6e-10 | -2.3 | 5.7 | 1.4e-08 | 0.64 | 0.76 | 0.24 | FALSE |
31 | METSIM | Adipose | TDRD9 | 0.08 | 0.04 | lasso | 10 | 0.06 | 1.9e-09 | 4.9 | -6.4 | 2.0e-10 | 0.03 | 0.52 | 0.48 | FALSE |
32 | YFS | Blood | BTBD6 | 0.07 | 0.07 | lasso | 6 | 0.07 | 8.5e-22 | 8.5 | -8.6 | 1.0e-17 | -0.94 | 0.73 | 0.27 | FALSE |
33 | YFS | Blood | EIF5 | 0.11 | 0.09 | enet | 29 | 0.10 | 1.5e-29 | -5.4 | -6.4 | 1.4e-10 | 0.11 | 1.00 | 0.00 | TRUE |
34 | The Cancer Genome Atlas | Glioblastoma Multiforme | MARK3 | 0.12 | 0.05 | blup | 64 | 0.07 | 3.3e-03 | -3.9 | -5.3 | 1.3e-07 | -0.04 | 0.03 | 0.10 | FALSE |
35 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | NUDT14 | 0.06 | 0.02 | enet | 8 | 0.06 | 3.2e-07 | 3.1 | -5.7 | 1.6e-08 | -0.13 | 0.01 | 0.99 | TRUE |
36 | The Cancer Genome Atlas | Brain Lower Grade Glioma | BTBD6 | 0.02 | 0.03 | lasso | 2 | 0.02 | 9.2e-04 | 8.5 | 8.6 | 9.0e-18 | 0.94 | 0.04 | 0.94 | FALSE |
37 | The Cancer Genome Atlas | Brain Lower Grade Glioma | C14orf153 | 0.04 | 0.01 | blup | 38 | 0.03 | 6.2e-04 | 4.8 | -5.7 | 1.3e-08 | -0.01 | 0.10 | 0.09 | TRUE |
38 | The Cancer Genome Atlas | Lung Adenocarcinoma | C14orf153 | 0.06 | 0.02 | blup | 38 | 0.04 | 2.4e-05 | -2.6 | -5.6 | 2.6e-08 | -0.01 | 0.25 | 0.07 | FALSE |
39 | The Cancer Genome Atlas | Pancreatic Adenocarcinoma | BTBD6 | 0.10 | 0.01 | blup | 37 | 0.03 | 1.3e-02 | 8.6 | 6.4 | 1.7e-10 | 0.76 | 0.01 | 0.52 | FALSE |
40 | The Cancer Genome Atlas | Prostate Adenocarcinoma | CKB | 0.07 | 0.09 | blup | 32 | 0.10 | 1.1e-10 | 6.8 | -6.8 | 1.0e-11 | -0.01 | 0.85 | 0.15 | TRUE |
41 | The Cancer Genome Atlas | Rectum Adenocarcinoma | BRF1 | 0.18 | 0.20 | lasso | 2 | 0.13 | 6.1e-04 | 9.1 | 9.1 | 7.0e-20 | 0.99 | 0.01 | 0.91 | FALSE |
42 | The Cancer Genome Atlas | Rectum Adenocarcinoma | BTBD6 | 0.17 | 0.17 | lasso | 3 | 0.11 | 1.5e-03 | 9.1 | 9.1 | 6.7e-20 | 0.99 | 0.01 | 0.91 | TRUE |
43 | The Cancer Genome Atlas | Stomach Adenocarcinoma | BTBD6 | 0.04 | 0.00 | blup | 38 | 0.03 | 1.7e-03 | 8.5 | 8.2 | 2.7e-16 | 0.84 | 0.01 | 0.48 | FALSE |
44 | The Cancer Genome Atlas | Stomach Adenocarcinoma | C14orf153 | 0.20 | 0.05 | lasso | 2 | 0.04 | 8.8e-04 | 6.8 | -6.6 | 5.1e-11 | -0.05 | 0.05 | 0.05 | FALSE |
45 | The Cancer Genome Atlas | Thyroid Carcinoma | BRF1 | 0.06 | 0.02 | blup | 47 | 0.07 | 2.0e-07 | -2.2 | 5.8 | 5.9e-09 | 0.63 | 0.73 | 0.24 | FALSE |
46 | The Cancer Genome Atlas | Thyroid Carcinoma | BTBD6 | 0.15 | 0.10 | lasso | 9 | 0.14 | 3.3e-13 | 8.5 | 6.5 | 7.0e-11 | 0.74 | 0.49 | 0.51 | FALSE |
47 | The Cancer Genome Atlas | Thyroid Carcinoma | KLC1 | 0.04 | 0.01 | blup | 82 | 0.03 | 5.4e-04 | 4.9 | 5.4 | 6.6e-08 | -0.01 | 0.15 | 0.06 | TRUE |