Best TWAS P=5.24e-16 · Best GWAS P=8.33e-32 conditioned to 1.23e-16
# | 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 | CBR1 | 0.25 | 0.12 | enet | 29 | 0.20 | 9.5e-24 | -3.8 | -5.3 | 9.5e-08 | -0.05 | 0.24 | 0.54 | TRUE |
2 | GTEx | Adipose Subcutaneous | WRB | 0.44 | 0.52 | lasso | 5 | 0.55 | 7.7e-53 | 5.6 | 5.6 | 2.4e-08 | -0.02 | 0.01 | 0.99 | FALSE |
3 | GTEx | Adipose Subcutaneous | PIGP | 0.39 | 0.37 | enet | 26 | 0.49 | 2.1e-45 | 4.3 | 5.2 | 2.2e-07 | 0.01 | 0.09 | 0.82 | TRUE |
4 | GTEx | Adipose Visceral Omentum | WRB | 0.53 | 0.44 | lasso | 11 | 0.42 | 1.5e-23 | 5.6 | 5.5 | 3.7e-08 | -0.01 | 0.01 | 0.99 | FALSE |
5 | GTEx | Artery Aorta | WRB | 0.24 | 0.31 | lasso | 3 | 0.30 | 4.2e-17 | 5.6 | 5.5 | 3.1e-08 | -0.02 | 0.01 | 0.99 | FALSE |
6 | GTEx | Artery Coronary | WRB | 0.56 | 0.50 | lasso | 3 | 0.50 | 2.1e-19 | 5.5 | 5.5 | 2.9e-08 | -0.02 | 0.01 | 0.99 | FALSE |
7 | GTEx | Artery Tibial | WRB | 0.57 | 0.58 | enet | 19 | 0.59 | 4.8e-56 | 5.6 | 5.4 | 5.7e-08 | -0.02 | 0.01 | 0.99 | FALSE |
8 | GTEx | Brain Cerebellar Hemisphere | LCA5L | 0.65 | 0.53 | lasso | 7 | 0.49 | 1.8e-14 | 5.6 | 5.5 | 3.3e-08 | -0.02 | 0.01 | 0.99 | FALSE |
9 | GTEx | Brain Cerebellum | LCA5L | 0.72 | 0.53 | lasso | 12 | 0.53 | 2.0e-18 | 5.6 | 5.5 | 3.2e-08 | -0.01 | 0.01 | 0.99 | FALSE |
10 | GTEx | Breast Mammary Tissue | WRB | 0.38 | 0.38 | lasso | 4 | 0.37 | 4.2e-20 | 5.5 | 5.5 | 4.5e-08 | -0.01 | 0.01 | 0.99 | FALSE |
11 | GTEx | Cells Transformed fibroblasts | WRB | 0.43 | 0.46 | enet | 23 | 0.48 | 4.0e-40 | 5.6 | 5.4 | 5.8e-08 | -0.02 | 0.01 | 0.99 | FALSE |
12 | GTEx | Colon Sigmoid | WRB | 0.38 | 0.21 | lasso | 7 | 0.24 | 4.3e-09 | 5.6 | 5.5 | 4.8e-08 | -0.02 | 0.01 | 0.99 | FALSE |
13 | GTEx | Colon Transverse | WRB | 0.27 | 0.19 | lasso | 5 | 0.17 | 2.1e-08 | 5.6 | 5.8 | 6.8e-09 | -0.01 | 0.01 | 0.99 | FALSE |
14 | GTEx | Colon Transverse | BRWD1-IT2 | 0.28 | 0.01 | enet | 41 | 0.04 | 8.4e-03 | -4.7 | 6.2 | 5.1e-10 | -0.07 | 0.13 | 0.22 | TRUE |
15 | GTEx | Esophagus Gastroesophageal Junction | WRB | 0.42 | 0.44 | lasso | 5 | 0.43 | 4.3e-17 | 5.6 | 5.6 | 2.6e-08 | -0.02 | 0.01 | 0.99 | FALSE |
16 | GTEx | Esophagus Mucosa | WRB | 0.29 | 0.33 | lasso | 2 | 0.32 | 3.4e-22 | 5.6 | 5.6 | 2.6e-08 | -0.01 | 0.01 | 0.99 | FALSE |
17 | GTEx | Esophagus Muscularis | WRB | 0.34 | 0.38 | lasso | 5 | 0.39 | 7.1e-25 | 5.6 | 5.6 | 2.4e-08 | -0.02 | 0.01 | 0.99 | FALSE |
18 | GTEx | Lung | WRB | 0.29 | 0.22 | enet | 13 | 0.24 | 1.9e-18 | 5.6 | 5.2 | 2.1e-07 | -0.04 | 0.01 | 0.99 | FALSE |
19 | GTEx | Nerve Tibial | WRB | 0.47 | 0.43 | lasso | 4 | 0.43 | 3.5e-33 | 5.6 | 5.7 | 1.2e-08 | -0.02 | 0.01 | 0.99 | FALSE |
20 | GTEx | Skin Not Sun Exposed Suprapubic | WRB | 0.35 | 0.31 | lasso | 3 | 0.31 | 1.4e-17 | 5.6 | 5.6 | 2.4e-08 | -0.01 | 0.01 | 0.99 | FALSE |
21 | GTEx | Skin Sun Exposed Lower leg | WRB | 0.34 | 0.37 | lasso | 5 | 0.36 | 1.8e-31 | 5.6 | 5.6 | 2.3e-08 | -0.02 | 0.01 | 0.99 | FALSE |
22 | GTEx | Uterus | LCA5L | 0.55 | 0.27 | enet | 10 | 0.26 | 4.9e-06 | 5.6 | 5.5 | 4.0e-08 | -0.02 | 0.01 | 0.99 | FALSE |
23 | GTEx | Uterus | WRB | 0.39 | 0.28 | lasso | 4 | 0.24 | 1.4e-05 | 5.6 | 5.6 | 2.3e-08 | -0.02 | 0.01 | 0.98 | FALSE |
24 | GTEx | Whole Blood | WRB | 0.22 | 0.12 | lasso | 7 | 0.11 | 3.0e-10 | 5.4 | 5.8 | 5.9e-09 | -0.01 | 0.01 | 0.99 | FALSE |
25 | METSIM | Adipose | KCNJ15 | 0.05 | 0.03 | lasso | 5 | 0.02 | 6.8e-04 | -7.5 | 8.1 | 7.3e-16 | -0.65 | 0.77 | 0.17 | FALSE |
26 | METSIM | Adipose | WRB | 0.18 | 0.27 | lasso | 7 | 0.27 | 5.7e-40 | 5.3 | 5.5 | 2.9e-08 | -0.01 | 0.01 | 0.99 | FALSE |
27 | NTR | Blood | KCNJ15 | 0.06 | 0.09 | lasso | 4 | 0.09 | 7.0e-27 | -7.3 | 7.4 | 1.3e-13 | -0.65 | 1.00 | 0.00 | FALSE |
28 | NTR | Blood | LCA5L | 0.04 | 0.04 | bslmm | 718 | 0.03 | 4.5e-11 | 5.6 | 5.7 | 1.0e-08 | -0.01 | 0.01 | 0.99 | FALSE |
29 | NTR | Blood | WRB | 0.07 | 0.07 | enet | 13 | 0.08 | 5.9e-24 | 5.3 | 5.7 | 1.5e-08 | -0.02 | 0.01 | 0.99 | FALSE |
30 | YFS | Blood | KCNJ15 | 0.22 | 0.29 | enet | 19 | 0.30 | 3.9e-100 | -7.6 | 7.8 | 7.7e-15 | -0.66 | 1.00 | 0.00 | FALSE |
31 | YFS | Blood | PSMG1 | 0.06 | 0.06 | lasso | 4 | 0.07 | 1.1e-21 | -4.7 | -5.3 | 1.2e-07 | -0.01 | 0.40 | 0.60 | FALSE |
32 | YFS | Blood | WRB | 0.20 | 0.29 | enet | 18 | 0.29 | 8.4e-95 | 5.6 | 5.5 | 5.0e-08 | -0.02 | 0.01 | 0.99 | FALSE |
33 | The Cancer Genome Atlas | Cervical Squamous Cell Carcinoma | WRB | 0.05 | 0.07 | lasso | 2 | 0.06 | 5.7e-04 | 5.6 | 5.6 | 2.3e-08 | -0.02 | 0.01 | 0.98 | FALSE |
34 | The Cancer Genome Atlas | Colon Adenocarcinoma | CBR1 | 0.45 | 0.09 | lasso | 5 | 0.22 | 5.1e-13 | 2.4 | -5.1 | 2.9e-07 | -0.02 | 0.02 | 0.55 | FALSE |
35 | The Cancer Genome Atlas | Colon Adenocarcinoma | WRB | 0.06 | 0.07 | lasso | 1 | 0.05 | 1.1e-03 | 5.4 | 5.4 | 6.7e-08 | -0.03 | 0.01 | 0.92 | FALSE |
36 | The Cancer Genome Atlas | Esophageal Carcinoma | WRB | 0.16 | 0.12 | lasso | 2 | 0.12 | 1.1e-04 | 5.6 | 5.6 | 2.3e-08 | -0.01 | 0.01 | 0.93 | FALSE |
37 | The Cancer Genome Atlas | Glioblastoma Multiforme | HMGN1 | 0.19 | 0.04 | blup | 43 | 0.08 | 2.1e-03 | 4.8 | -5.6 | 2.1e-08 | 0.01 | 0.02 | 0.71 | FALSE |
38 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | WRB | 0.11 | 0.12 | enet | 6 | 0.12 | 2.5e-07 | 5.6 | 5.5 | 3.2e-08 | -0.02 | 0.01 | 0.99 | FALSE |
39 | The Cancer Genome Atlas | Brain Lower Grade Glioma | WRB | 0.17 | 0.32 | enet | 11 | 0.31 | 4.6e-36 | 5.6 | 5.4 | 7.0e-08 | -0.01 | 0.00 | 1.00 | FALSE |
40 | The Cancer Genome Atlas | Lung Adenocarcinoma | WRB | 0.07 | 0.07 | lasso | 3 | 0.06 | 7.7e-08 | 5.6 | 5.6 | 2.8e-08 | -0.02 | 0.00 | 1.00 | FALSE |
41 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | WRB | 0.05 | 0.04 | lasso | 7 | 0.06 | 3.1e-07 | 5.5 | 6.5 | 7.4e-11 | -0.01 | 0.01 | 0.99 | TRUE |
42 | The Cancer Genome Atlas | Ovarian Serous Cystadenocarcinoma | WRB | 0.08 | 0.07 | blup | 48 | 0.06 | 7.6e-05 | 5.6 | 6.1 | 9.8e-10 | -0.03 | 0.01 | 0.99 | FALSE |
43 | The Cancer Genome Atlas | Prostate Adenocarcinoma | WRB | 0.08 | 0.08 | lasso | 4 | 0.08 | 6.1e-09 | 5.6 | 5.8 | 7.5e-09 | -0.02 | 0.01 | 0.99 | FALSE |
44 | The Cancer Genome Atlas | Skin Cutaneous Melanoma | WRB | 0.12 | 0.06 | blup | 48 | 0.10 | 1.2e-03 | 3.0 | 5.1 | 2.8e-07 | 0.00 | 0.01 | 0.68 | TRUE |
45 | The Cancer Genome Atlas | Stomach Adenocarcinoma | WRB | 0.09 | 0.08 | lasso | 2 | 0.07 | 8.6e-06 | 5.6 | 5.6 | 1.6e-08 | -0.02 | 0.00 | 0.99 | FALSE |
46 | The Cancer Genome Atlas | Testicular Germ Cell Tumors | DSCR10 | 0.07 | 0.03 | blup | 35 | 0.06 | 3.0e-03 | 7.0 | -8.1 | 5.2e-16 | 0.67 | 0.02 | 0.66 | TRUE |
47 | The Cancer Genome Atlas | Thyroid Carcinoma | CBR1 | 0.46 | 0.13 | enet | 18 | 0.20 | 3.5e-19 | 2.4 | -5.2 | 1.9e-07 | -0.03 | 0.05 | 0.02 | FALSE |
48 | The Cancer Genome Atlas | Thyroid Carcinoma | KCNJ15 | 0.09 | 0.05 | blup | 66 | 0.05 | 1.3e-05 | 3.6 | 5.3 | 1.5e-07 | -0.38 | 0.16 | 0.14 | FALSE |
49 | The Cancer Genome Atlas | Thyroid Carcinoma | WRB | 0.13 | 0.25 | lasso | 8 | 0.26 | 4.2e-25 | 5.6 | 5.5 | 4.5e-08 | -0.02 | 0.00 | 1.00 | FALSE |