Best TWAS P=6.37e-21 · Best GWAS P=5.78e-21 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 | CommonMind | Brain Pre-frontal Cortex | CHRNB1 | 0.09 | 0.06 | lasso | 2 | 0.08 | 9.8e-10 | 9.22 | 8.2 | 2.8e-16 | 0.16 | 0.01 | 0.99 | FALSE |
2 | CommonMind | Brain Pre-frontal Cortex | EIF5A | 0.20 | 0.12 | bslmm | 446 | 0.10 | 1.2e-12 | -4.07 | -6.7 | 2.5e-11 | -0.05 | 1.00 | 0.00 | TRUE |
3 | CommonMind | Brain Pre-frontal Cortex | POLR2A | 0.08 | 0.07 | lasso | 4 | 0.07 | 1.9e-08 | 7.48 | 7.7 | 1.8e-14 | 0.18 | 1.00 | 0.00 | FALSE |
4 | GTEx | Adipose Subcutaneous | CHRNB1 | 0.30 | 0.22 | lasso | 8 | 0.26 | 1.6e-21 | -3.46 | 6.0 | 1.5e-09 | 0.06 | 1.00 | 0.00 | FALSE |
5 | GTEx | Adipose Visceral Omentum | CHRNB1 | 0.29 | 0.14 | lasso | 5 | 0.14 | 1.0e-07 | 9.22 | 9.3 | 1.9e-20 | 0.27 | 0.02 | 0.98 | FALSE |
6 | GTEx | Artery Aorta | CHRNB1 | 0.23 | 0.10 | enet | 7 | 0.13 | 1.3e-07 | -3.40 | 6.5 | 7.5e-11 | 0.09 | 0.11 | 0.88 | FALSE |
7 | GTEx | Artery Coronary | CHRNB1 | 0.26 | 0.08 | enet | 24 | 0.11 | 1.3e-04 | 7.48 | 5.6 | 2.3e-08 | 0.04 | 0.08 | 0.70 | FALSE |
8 | GTEx | Artery Tibial | CHRNB1 | 0.27 | 0.20 | lasso | 5 | 0.22 | 8.1e-17 | -3.43 | 6.3 | 3.7e-10 | 0.08 | 0.88 | 0.12 | FALSE |
9 | GTEx | Artery Tibial | TNFSF12 | 0.11 | 0.06 | lasso | 2 | 0.05 | 1.2e-04 | 7.39 | 7.4 | 1.5e-13 | 0.52 | 0.29 | 0.62 | FALSE |
10 | GTEx | Breast Mammary Tissue (Male) | CHRNB1 | 0.28 | -0.01 | lasso | 6 | 0.02 | 9.6e-02 | 9.22 | 7.3 | 2.4e-13 | 0.20 | 0.03 | 0.54 | TRUE |
11 | GTEx | Cells Transformed fibroblasts | CHRNB1 | 0.28 | 0.11 | enet | 25 | 0.18 | 2.9e-13 | 9.22 | 8.0 | 1.0e-15 | 0.46 | 0.02 | 0.98 | FALSE |
12 | GTEx | Cells Transformed fibroblasts | TNFSF12 | 0.25 | 0.22 | lasso | 8 | 0.20 | 7.4e-15 | -5.46 | -5.3 | 1.0e-07 | -0.30 | 1.00 | 0.00 | FALSE |
13 | GTEx | Colon Sigmoid | CHRNB1 | 0.18 | 0.06 | enet | 18 | 0.11 | 1.3e-04 | -3.43 | 5.7 | 1.5e-08 | 0.17 | 0.30 | 0.35 | FALSE |
14 | GTEx | Esophagus Mucosa | SOX15 | 0.16 | 0.03 | enet | 9 | 0.07 | 2.3e-05 | 9.39 | -5.3 | 1.3e-07 | -0.74 | 0.00 | 0.98 | TRUE |
15 | GTEx | Esophagus Mucosa | CHRNB1 | 0.19 | 0.11 | lasso | 2 | 0.13 | 7.3e-09 | 9.22 | 9.4 | 6.4e-21 | 0.29 | 0.02 | 0.98 | TRUE |
16 | GTEx | Esophagus Mucosa | ZBTB4 | 0.12 | 0.10 | lasso | 2 | 0.08 | 8.0e-06 | 7.59 | 7.5 | 4.4e-14 | 0.26 | 0.94 | 0.02 | TRUE |
17 | GTEx | Esophagus Muscularis | CHRNB1 | 0.35 | 0.19 | lasso | 7 | 0.28 | 1.9e-17 | -3.40 | 6.0 | 1.9e-09 | 0.06 | 0.97 | 0.03 | FALSE |
18 | GTEx | Esophagus Muscularis | ZBTB4 | 0.13 | 0.06 | lasso | 2 | 0.05 | 6.3e-04 | 7.60 | 7.6 | 3.7e-14 | 0.26 | 0.28 | 0.25 | FALSE |
19 | GTEx | Heart Left Ventricle | CHRNB1 | 0.16 | 0.03 | lasso | 4 | 0.05 | 9.6e-04 | -4.06 | 5.4 | 6.2e-08 | 0.23 | 0.11 | 0.22 | FALSE |
20 | GTEx | Lung | CHRNB1 | 0.22 | 0.05 | enet | 17 | 0.14 | 7.5e-11 | -2.24 | 6.3 | 3.6e-10 | 0.24 | 0.41 | 0.58 | TRUE |
21 | GTEx | Muscle Skeletal | EIF5A | 0.14 | 0.06 | enet | 35 | 0.05 | 4.2e-06 | -3.64 | -5.5 | 3.0e-08 | -0.02 | 0.96 | 0.00 | FALSE |
22 | GTEx | Pancreas | TRAPPC1 | 0.17 | 0.00 | lasso | 6 | 0.01 | 1.5e-01 | 7.60 | 6.2 | 4.3e-10 | 0.19 | 0.09 | 0.22 | FALSE |
23 | GTEx | Prostate | RP11-104H15.8 | 0.54 | 0.01 | enet | 1 | 0.06 | 1.6e-02 | -5.61 | -5.6 | 2.0e-08 | -0.17 | 0.07 | 0.09 | FALSE |
24 | GTEx | Skin Not Sun Exposed Suprapubic | CHRNB1 | 0.17 | 0.15 | lasso | 3 | 0.16 | 7.4e-09 | 9.22 | 9.2 | 3.9e-20 | 0.29 | 0.03 | 0.97 | FALSE |
25 | GTEx | Skin Sun Exposed Lower leg | CHRNB1 | 0.19 | 0.12 | enet | 13 | 0.12 | 3.0e-10 | 7.69 | 7.6 | 2.2e-14 | 0.22 | 0.83 | 0.17 | FALSE |
26 | GTEx | Small Intestine Terminal Ileum | CHRNB1 | 0.43 | -0.01 | lasso | 9 | 0.00 | 2.9e-01 | 0.91 | 5.3 | 1.2e-07 | -0.03 | 0.05 | 0.11 | FALSE |
27 | GTEx | Stomach | CHRNB1 | 0.28 | 0.19 | lasso | 4 | 0.23 | 2.0e-11 | 9.22 | 7.8 | 7.8e-15 | 0.15 | 0.02 | 0.98 | FALSE |
28 | GTEx | Whole Blood | TNFSF12 | 0.09 | 0.03 | enet | 24 | 0.04 | 1.9e-04 | -5.51 | -7.0 | 1.9e-12 | -0.43 | 0.47 | 0.38 | TRUE |
29 | METSIM | Adipose | CNTROB | 0.06 | 0.02 | blup | 497 | 0.03 | 1.3e-05 | 1.01 | -5.2 | 2.0e-07 | -0.08 | 0.89 | 0.00 | FALSE |
30 | METSIM | Adipose | NEURL4 | 0.06 | 0.00 | blup | 454 | 0.01 | 8.2e-03 | -0.62 | -5.7 | 1.5e-08 | -0.02 | 0.11 | 0.02 | TRUE |
31 | ROSMAP | Brain Pre-frontal Cortex | FGF11 | 0.08 | 0.04 | blup | 454 | 0.04 | 1.2e-05 | -4.06 | 5.2 | 1.5e-07 | 0.31 | 0.98 | 0.00 | FALSE |
32 | ROSMAP | Brain Pre-frontal Cortex | CHRNB1 | 0.11 | 0.08 | lasso | 6 | 0.08 | 7.8e-11 | 9.22 | 8.7 | 3.1e-18 | 0.30 | 0.02 | 0.98 | FALSE |
33 | YFS | Blood | CHRNB1 | 0.04 | 0.02 | lasso | 5 | 0.04 | 8.5e-12 | 9.23 | 9.0 | 2.7e-19 | 0.31 | 0.01 | 0.99 | FALSE |
34 | YFS | Blood | TMEM107 | 0.17 | 0.17 | lasso | 5 | 0.19 | 2.0e-61 | -5.95 | -6.2 | 7.7e-10 | -0.08 | 0.46 | 0.54 | TRUE |
35 | The Cancer Genome Atlas | Breast Invasive Carcinoma | CHRNB1 | 0.06 | 0.06 | enet | 10 | 0.06 | 1.0e-11 | 9.23 | 8.4 | 3.1e-17 | 0.32 | 0.00 | 1.00 | FALSE |
36 | The Cancer Genome Atlas | Cervical Squamous Cell Carcinoma | CHRNB1 | 0.07 | 0.04 | blup | 57 | 0.05 | 1.6e-03 | 9.22 | 8.3 | 8.0e-17 | 0.34 | 0.00 | 0.87 | FALSE |
37 | The Cancer Genome Atlas | Colon Adenocarcinoma | TNFSF12-TNFSF13 | 0.07 | 0.05 | lasso | 3 | 0.02 | 1.9e-02 | -5.40 | -5.5 | 3.6e-08 | -0.22 | 0.08 | 0.04 | FALSE |
38 | The Cancer Genome Atlas | Glioblastoma Multiforme | AMAC1L3 | 0.14 | 0.12 | lasso | 3 | 0.12 | 1.8e-04 | 7.55 | -7.7 | 1.1e-14 | -0.25 | 0.01 | 0.85 | TRUE |
39 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | ALOXE3 | 0.04 | 0.00 | blup | 77 | 0.01 | 3.4e-02 | -5.86 | -6.0 | 1.7e-09 | 0.00 | 0.01 | 0.60 | FALSE |
40 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | C17orf68 | 0.05 | 0.00 | blup | 59 | 0.03 | 3.3e-04 | -5.58 | -5.4 | 6.7e-08 | -0.08 | 0.00 | 0.94 | FALSE |
41 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | CHRNB1 | 0.06 | 0.07 | lasso | 6 | 0.07 | 1.8e-08 | 5.55 | 6.9 | 4.6e-12 | 0.28 | 0.53 | 0.47 | FALSE |
42 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | CHRNB1 | 0.04 | 0.03 | blup | 57 | 0.02 | 1.5e-03 | -4.49 | 5.5 | 3.8e-08 | 0.34 | 0.06 | 0.29 | FALSE |
43 | The Cancer Genome Atlas | Brain Lower Grade Glioma | CHRNB1 | 0.05 | 0.04 | blup | 57 | 0.04 | 6.1e-05 | 7.73 | 8.6 | 1.3e-17 | 0.23 | 0.00 | 1.00 | FALSE |
44 | The Cancer Genome Atlas | Brain Lower Grade Glioma | TNFSF12 | 0.05 | 0.00 | blup | 56 | 0.01 | 1.2e-02 | -4.94 | -5.2 | 1.8e-07 | 0.00 | 0.14 | 0.05 | FALSE |
45 | The Cancer Genome Atlas | Brain Lower Grade Glioma | TNFSF12-TNFSF13 | 0.07 | 0.01 | enet | 17 | 0.03 | 4.4e-04 | -5.46 | -6.0 | 1.4e-09 | -0.08 | 0.03 | 0.08 | FALSE |
46 | The Cancer Genome Atlas | Lung Adenocarcinoma | CHRNB1 | 0.03 | 0.02 | blup | 57 | 0.02 | 7.8e-04 | 9.23 | 7.9 | 2.9e-15 | 0.36 | 0.00 | 0.99 | FALSE |
47 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | EFNB3 | 0.07 | 0.04 | blup | 34 | 0.04 | 4.0e-05 | -6.03 | 6.0 | 1.7e-09 | 0.34 | 0.16 | 0.07 | TRUE |
48 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | TNFSF12-TNFSF13 | 0.06 | 0.00 | blup | 58 | 0.01 | 3.4e-02 | 3.42 | -5.4 | 7.5e-08 | 0.05 | 0.01 | 0.06 | FALSE |
49 | The Cancer Genome Atlas | Prostate Adenocarcinoma | CHRNB1 | 0.18 | 0.09 | enet | 10 | 0.10 | 4.9e-11 | 9.22 | 8.3 | 1.2e-16 | 0.30 | 0.00 | 1.00 | FALSE |
50 | The Cancer Genome Atlas | Prostate Adenocarcinoma | EFNB3 | 0.06 | 0.03 | lasso | 4 | 0.05 | 1.0e-05 | -6.03 | 5.4 | 6.3e-08 | 0.19 | 0.91 | 0.00 | FALSE |
51 | The Cancer Genome Atlas | Prostate Adenocarcinoma | TNFSF12-TNFSF13 | 0.03 | 0.00 | lasso | 4 | 0.01 | 2.9e-02 | -5.46 | -8.4 | 5.5e-17 | -0.45 | 0.01 | 0.66 | FALSE |
52 | The Cancer Genome Atlas | Stomach Adenocarcinoma | CHRNB1 | 0.06 | 0.00 | blup | 57 | 0.03 | 4.5e-03 | 4.23 | 8.4 | 3.1e-17 | 0.34 | 0.00 | 0.76 | FALSE |
53 | The Cancer Genome Atlas | Thyroid Carcinoma | CHRNB1 | 0.09 | 0.02 | blup | 57 | 0.05 | 2.6e-05 | -4.06 | 7.6 | 2.4e-14 | 0.23 | 0.10 | 0.77 | FALSE |
54 | The Cancer Genome Atlas | Thyroid Carcinoma | SENP3 | 0.07 | 0.04 | enet | 9 | 0.03 | 2.7e-04 | 4.90 | 7.9 | 3.5e-15 | 0.20 | 0.12 | 0.74 | TRUE |
55 | The Cancer Genome Atlas | Thyroid Carcinoma | SHBG | 0.04 | 0.00 | blup | 59 | 0.02 | 4.4e-03 | -4.61 | -8.3 | 1.1e-16 | -0.46 | 0.04 | 0.08 | FALSE |