Best TWAS P=1.54e-53 · Best GWAS P=2.47e-47 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 | 14.45 | 14.5 | 9.9e-48 | 0.93 | 0.00 | 1.00 | FALSE |
2 | CommonMind | Brain Pre-frontal Cortex | EIF5A | 0.20 | 0.12 | bslmm | 446 | 0.10 | 1.2e-12 | -3.82 | -6.5 | 8.1e-11 | -0.23 | 1.00 | 0.00 | TRUE |
3 | CommonMind | Brain Pre-frontal Cortex | PFAS | 0.10 | 0.09 | lasso | 4 | 0.10 | 8.9e-13 | -5.27 | -6.4 | 1.2e-10 | 0.01 | 1.00 | 0.00 | FALSE |
4 | CommonMind | Brain Pre-frontal Cortex | POLR2A | 0.08 | 0.07 | lasso | 4 | 0.07 | 1.9e-08 | 12.78 | 13.3 | 2.0e-40 | 0.63 | 1.00 | 0.00 | FALSE |
5 | GTEx | Adipose Subcutaneous | CHRNB1 | 0.30 | 0.22 | lasso | 8 | 0.26 | 1.6e-21 | -9.54 | 13.0 | 8.9e-39 | 0.68 | 1.00 | 0.00 | FALSE |
6 | GTEx | Adipose Visceral Omentum | CHRNB1 | 0.29 | 0.14 | lasso | 5 | 0.14 | 1.0e-07 | 14.45 | 15.4 | 1.5e-53 | 0.95 | 0.00 | 1.00 | TRUE |
7 | GTEx | Artery Aorta | CHRNB1 | 0.23 | 0.10 | enet | 7 | 0.13 | 1.3e-07 | -9.29 | 13.3 | 3.0e-40 | 0.75 | 0.02 | 0.98 | FALSE |
8 | GTEx | Artery Coronary | CHRNB1 | 0.26 | 0.08 | enet | 24 | 0.11 | 1.3e-04 | 12.78 | 10.8 | 5.6e-27 | 0.68 | 0.02 | 0.92 | FALSE |
9 | GTEx | Artery Tibial | KDM6B | 0.14 | 0.02 | enet | 22 | 0.03 | 1.4e-03 | -2.18 | 6.2 | 4.3e-10 | 0.32 | 0.18 | 0.37 | TRUE |
10 | GTEx | Artery Tibial | CHRNB1 | 0.27 | 0.20 | lasso | 5 | 0.22 | 8.1e-17 | -9.43 | 13.0 | 2.0e-38 | 0.74 | 0.54 | 0.46 | FALSE |
11 | GTEx | Artery Tibial | ZBTB4 | 0.15 | 0.05 | enet | 30 | 0.07 | 2.9e-06 | 12.99 | 9.0 | 3.2e-19 | 0.22 | 0.76 | 0.05 | FALSE |
12 | GTEx | Artery Tibial | TNFSF12 | 0.11 | 0.06 | lasso | 2 | 0.05 | 1.2e-04 | 10.50 | 10.5 | 8.4e-26 | 0.31 | 0.74 | 0.05 | FALSE |
13 | GTEx | Brain Frontal Cortex BA9 | PFAS | 0.28 | 0.04 | lasso | 5 | 0.09 | 2.2e-03 | -5.27 | -6.4 | 2.0e-10 | 0.05 | 0.11 | 0.05 | TRUE |
14 | GTEx | Breast Mammary Tissue | CHRNB1 | 0.23 | 0.07 | enet | 19 | 0.14 | 1.6e-07 | -9.43 | 11.8 | 6.6e-32 | 0.76 | 0.00 | 0.99 | FALSE |
15 | GTEx | Breast Mammary Tissue (Male) | CHRNB1 | 0.28 | -0.01 | lasso | 6 | 0.02 | 9.6e-02 | 14.45 | 12.5 | 1.0e-35 | 0.86 | 0.01 | 0.85 | FALSE |
16 | GTEx | Cells Transformed fibroblasts | CHRNB1 | 0.28 | 0.11 | enet | 25 | 0.18 | 2.9e-13 | 14.45 | 14.4 | 3.7e-47 | 0.74 | 0.00 | 1.00 | FALSE |
17 | GTEx | Cells Transformed fibroblasts | PFAS | 0.13 | 0.05 | lasso | 6 | 0.07 | 4.1e-06 | -6.75 | -6.0 | 1.5e-09 | 0.00 | 0.94 | 0.02 | FALSE |
18 | GTEx | Colon Sigmoid | CHRNB1 | 0.18 | 0.06 | enet | 18 | 0.11 | 1.3e-04 | -9.43 | 12.3 | 1.1e-34 | 0.66 | 0.12 | 0.74 | FALSE |
19 | GTEx | Colon Transverse | CHRNB1 | 0.19 | 0.01 | enet | 18 | 0.11 | 6.2e-06 | 12.87 | 7.1 | 1.0e-12 | 0.45 | 0.04 | 0.74 | FALSE |
20 | GTEx | Esophagus Mucosa | SOX15 | 0.16 | 0.03 | enet | 9 | 0.07 | 2.3e-05 | 8.70 | -6.0 | 2.1e-09 | -0.11 | 0.26 | 0.04 | TRUE |
21 | GTEx | Esophagus Mucosa | CHRNB1 | 0.19 | 0.11 | lasso | 2 | 0.13 | 7.3e-09 | 14.45 | 15.2 | 7.4e-52 | 0.95 | 0.00 | 1.00 | FALSE |
22 | GTEx | Esophagus Mucosa | ZBTB4 | 0.12 | 0.10 | lasso | 2 | 0.08 | 8.0e-06 | 12.91 | 12.9 | 4.4e-38 | 0.65 | 0.89 | 0.08 | FALSE |
23 | GTEx | Esophagus Muscularis | CHRNB1 | 0.35 | 0.19 | lasso | 7 | 0.28 | 1.9e-17 | -9.29 | 13.0 | 9.7e-39 | 0.65 | 0.85 | 0.15 | FALSE |
24 | GTEx | Esophagus Muscularis | ZBTB4 | 0.13 | 0.06 | lasso | 2 | 0.05 | 6.3e-04 | 12.75 | 13.1 | 2.8e-39 | 0.64 | 0.26 | 0.31 | FALSE |
25 | GTEx | Heart Left Ventricle | CHRNB1 | 0.16 | 0.03 | lasso | 4 | 0.05 | 9.6e-04 | -3.17 | 6.8 | 1.1e-11 | 0.39 | 0.07 | 0.50 | FALSE |
26 | GTEx | Lung | CNTROB | 0.15 | 0.06 | enet | 28 | 0.07 | 9.5e-06 | -2.96 | 7.8 | 5.2e-15 | 0.20 | 0.64 | 0.02 | FALSE |
27 | GTEx | Lung | CHRNB1 | 0.22 | 0.05 | enet | 17 | 0.14 | 7.5e-11 | -6.03 | 12.4 | 2.5e-35 | 0.61 | 0.10 | 0.90 | FALSE |
28 | GTEx | Lung | CTC1 | 0.16 | 0.09 | lasso | 7 | 0.12 | 9.9e-10 | 6.10 | -6.8 | 7.5e-12 | 0.00 | 1.00 | 0.00 | TRUE |
29 | GTEx | Lung | RP11-849F2.8 | 0.12 | 0.08 | lasso | 5 | 0.09 | 1.2e-07 | 4.98 | -5.7 | 1.1e-08 | 0.01 | 0.99 | 0.00 | FALSE |
30 | GTEx | Muscle Skeletal | EIF5A | 0.14 | 0.06 | enet | 35 | 0.05 | 4.2e-06 | -3.19 | -5.3 | 9.6e-08 | -0.04 | 0.97 | 0.00 | FALSE |
31 | GTEx | Nerve Tibial | CHRNB1 | 0.37 | 0.31 | enet | 12 | 0.35 | 9.7e-26 | -9.29 | 11.3 | 1.7e-29 | 0.58 | 1.00 | 0.00 | FALSE |
32 | GTEx | Nerve Tibial | RP11-849F2.8 | 0.22 | 0.09 | enet | 30 | 0.13 | 3.3e-09 | 4.98 | -6.2 | 7.5e-10 | 0.00 | 0.98 | 0.00 | TRUE |
33 | GTEx | Pancreas | CNTROB | 0.14 | 0.06 | lasso | 8 | 0.03 | 1.5e-02 | -2.95 | 6.4 | 1.2e-10 | 0.21 | 0.33 | 0.18 | FALSE |
34 | GTEx | Pancreas | TRAPPC1 | 0.17 | 0.00 | lasso | 6 | 0.01 | 1.5e-01 | 12.75 | 12.5 | 6.5e-36 | 0.43 | 0.06 | 0.47 | FALSE |
35 | GTEx | Pancreas | KCNAB3 | 0.16 | 0.07 | enet | 14 | 0.12 | 1.0e-05 | -3.35 | 5.4 | 6.2e-08 | 0.03 | 0.86 | 0.01 | FALSE |
36 | GTEx | Prostate | RP11-104H15.8 | 0.54 | 0.01 | enet | 1 | 0.06 | 1.6e-02 | -6.95 | -7.0 | 3.7e-12 | 0.03 | 0.08 | 0.06 | TRUE |
37 | GTEx | Skin Not Sun Exposed Suprapubic | CHRNB1 | 0.17 | 0.15 | lasso | 3 | 0.16 | 7.4e-09 | 14.45 | 14.9 | 2.0e-50 | 0.94 | 0.00 | 1.00 | FALSE |
38 | GTEx | Skin Sun Exposed Lower leg | CHRNB1 | 0.19 | 0.12 | enet | 13 | 0.12 | 3.0e-10 | 12.99 | 13.8 | 2.2e-43 | 0.74 | 0.46 | 0.54 | FALSE |
39 | GTEx | Skin Sun Exposed Lower leg | RP11-849F2.9 | 0.13 | 0.00 | enet | 34 | 0.02 | 1.1e-02 | -6.79 | -6.6 | 3.2e-11 | 0.01 | 0.16 | 0.06 | TRUE |
40 | GTEx | Small Intestine Terminal Ileum | CHRNB1 | 0.43 | -0.01 | lasso | 9 | 0.00 | 2.9e-01 | 0.25 | 7.8 | 8.0e-15 | 0.26 | 0.04 | 0.29 | FALSE |
41 | GTEx | Spleen | CNTROB | 0.22 | 0.04 | enet | 19 | 0.03 | 7.4e-02 | -3.02 | 5.9 | 3.2e-09 | -0.03 | 0.18 | 0.05 | FALSE |
42 | GTEx | Stomach | CHRNB1 | 0.28 | 0.19 | lasso | 4 | 0.23 | 2.0e-11 | 14.45 | 14.6 | 1.7e-48 | 0.88 | 0.00 | 1.00 | FALSE |
43 | GTEx | Testis | PITPNM3 | 0.41 | 0.31 | lasso | 4 | 0.34 | 5.2e-16 | 4.44 | 5.2 | 2.3e-07 | 0.01 | 0.02 | 0.91 | TRUE |
44 | GTEx | Testis | CHRNB1 | 0.33 | 0.28 | lasso | 4 | 0.30 | 4.8e-14 | 4.71 | 6.9 | 6.8e-12 | 0.72 | 0.96 | 0.04 | FALSE |
45 | GTEx | Thyroid | CHRNB1 | 0.11 | 0.03 | lasso | 8 | 0.02 | 7.1e-03 | -9.54 | 10.7 | 8.9e-27 | 0.57 | 0.12 | 0.47 | FALSE |
46 | GTEx | Whole Blood | CTC1 | 0.13 | 0.09 | lasso | 8 | 0.09 | 8.6e-09 | 5.48 | -5.2 | 2.2e-07 | 0.02 | 0.99 | 0.00 | TRUE |
47 | GTEx | Whole Blood | RP11-849F2.8 | 0.10 | 0.06 | lasso | 8 | 0.05 | 1.6e-05 | 6.23 | -6.0 | 1.5e-09 | 0.00 | 0.99 | 0.00 | FALSE |
48 | METSIM | Adipose | CHD3 | 0.06 | 0.03 | blup | 509 | 0.02 | 6.7e-04 | 0.97 | 5.6 | 2.1e-08 | -0.03 | 0.28 | 0.02 | FALSE |
49 | METSIM | Adipose | CHRNB1 | 0.22 | 0.16 | bslmm | 486 | 0.20 | 1.2e-28 | -9.43 | 10.3 | 9.9e-25 | 0.62 | 0.99 | 0.01 | FALSE |
50 | METSIM | Adipose | CTC1 | 0.13 | 0.07 | enet | 25 | 0.08 | 5.8e-12 | 5.48 | -7.1 | 1.2e-12 | 0.01 | 1.00 | 0.00 | FALSE |
51 | METSIM | Adipose | FGF11 | 0.07 | 0.00 | bslmm | 477 | 0.02 | 1.5e-04 | 12.99 | -10.4 | 2.2e-25 | -0.52 | 0.68 | 0.11 | FALSE |
52 | METSIM | Adipose | PFAS | 0.10 | 0.00 | blup | 450 | 0.03 | 1.7e-05 | -6.75 | -5.7 | 1.2e-08 | 0.01 | 0.02 | 0.82 | TRUE |
53 | METSIM | Adipose | RP11-849F2.8 | 0.13 | 0.11 | lasso | 3 | 0.11 | 3.2e-16 | 6.23 | -6.2 | 7.2e-10 | -0.01 | 1.00 | 0.00 | FALSE |
54 | NTR | Blood | C17orf68 | 0.03 | 0.03 | lasso | 3 | 0.03 | 3.9e-11 | 6.10 | -6.0 | 2.0e-09 | 0.00 | 1.00 | 0.00 | FALSE |
55 | ROSMAP | Brain Pre-frontal Cortex | FGF11 | 0.08 | 0.04 | blup | 454 | 0.04 | 1.2e-05 | -3.17 | 6.3 | 2.1e-10 | 0.50 | 0.97 | 0.02 | FALSE |
56 | ROSMAP | Brain Pre-frontal Cortex | NLGN2 | 0.25 | 0.24 | lasso | 2 | 0.24 | 3.0e-30 | 5.13 | -5.2 | 2.3e-07 | -0.34 | 1.00 | 0.00 | FALSE |
57 | ROSMAP | Brain Pre-frontal Cortex | CHRNB1 | 0.11 | 0.08 | lasso | 6 | 0.08 | 7.8e-11 | 14.45 | 14.6 | 5.4e-48 | 0.92 | 0.00 | 1.00 | FALSE |
58 | ROSMAP | Brain Pre-frontal Cortex | PFAS | 0.08 | 0.02 | enet | 10 | 0.03 | 4.4e-05 | -6.79 | -5.3 | 1.1e-07 | 0.01 | 0.92 | 0.01 | FALSE |
59 | ROSMAP | Brain Pre-frontal Cortex | POLR2A | 0.05 | 0.01 | bslmm | 466 | 0.02 | 1.6e-03 | 12.75 | 7.3 | 3.5e-13 | 0.27 | 0.52 | 0.03 | FALSE |
60 | ROSMAP | Brain Pre-frontal Cortex | AC113189.5 | 0.11 | 0.06 | lasso | 6 | 0.06 | 2.1e-08 | 4.39 | -5.9 | 3.3e-09 | -0.28 | 1.00 | 0.00 | TRUE |
61 | YFS | Blood | BCL6B | 0.02 | 0.00 | bslmm | 470 | 0.00 | 2.1e-02 | 3.37 | -7.8 | 4.3e-15 | -0.37 | 0.16 | 0.14 | FALSE |
62 | YFS | Blood | CHRNB1 | 0.04 | 0.02 | lasso | 5 | 0.04 | 8.5e-12 | 14.42 | 14.7 | 3.2e-49 | 0.92 | 0.00 | 1.00 | FALSE |
63 | YFS | Blood | TMEM107 | 0.17 | 0.17 | lasso | 5 | 0.19 | 2.0e-61 | -6.63 | -7.4 | 1.6e-13 | 0.01 | 1.00 | 0.00 | FALSE |
64 | The Cancer Genome Atlas | Breast Invasive Carcinoma | AURKB | 0.02 | 0.01 | blup | 49 | 0.01 | 2.9e-03 | 5.48 | -8.3 | 1.1e-16 | 0.02 | 0.00 | 0.62 | FALSE |
65 | The Cancer Genome Atlas | Breast Invasive Carcinoma | C17orf68 | 0.02 | 0.01 | blup | 59 | 0.01 | 1.6e-03 | 4.67 | -5.7 | 1.1e-08 | 0.00 | 0.05 | 0.18 | TRUE |
66 | The Cancer Genome Atlas | Breast Invasive Carcinoma | CHRNB1 | 0.06 | 0.06 | enet | 10 | 0.06 | 1.0e-11 | 14.42 | 13.0 | 1.9e-38 | 0.88 | 0.00 | 1.00 | FALSE |
67 | The Cancer Genome Atlas | Breast Invasive Carcinoma | PFAS | 0.02 | 0.01 | lasso | 3 | 0.01 | 9.7e-03 | -6.75 | -6.2 | 5.4e-10 | 0.03 | 0.00 | 0.99 | FALSE |
68 | The Cancer Genome Atlas | Breast Invasive Carcinoma | SLC25A35 | 0.03 | 0.00 | blup | 50 | 0.01 | 5.6e-04 | -2.83 | -5.5 | 2.8e-08 | 0.02 | 0.01 | 0.84 | FALSE |
69 | The Cancer Genome Atlas | Breast Invasive Carcinoma | VAMP2 | 0.04 | 0.01 | blup | 47 | 0.02 | 2.0e-05 | 4.98 | -6.8 | 9.3e-12 | 0.04 | 0.57 | 0.10 | FALSE |
70 | The Cancer Genome Atlas | Cervical Squamous Cell Carcinoma | CHRNB1 | 0.07 | 0.04 | blup | 57 | 0.05 | 1.6e-03 | 14.45 | 11.2 | 4.0e-29 | 0.90 | 0.00 | 0.88 | FALSE |
71 | The Cancer Genome Atlas | Glioblastoma Multiforme | AMAC1L3 | 0.14 | 0.12 | lasso | 3 | 0.12 | 1.8e-04 | 12.13 | -12.1 | 6.5e-34 | -0.90 | 0.01 | 0.86 | FALSE |
72 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | ALOXE3 | 0.04 | 0.00 | blup | 77 | 0.01 | 3.4e-02 | -6.59 | -8.8 | 1.7e-18 | 0.07 | 0.01 | 0.60 | TRUE |
73 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | C17orf68 | 0.05 | 0.00 | blup | 59 | 0.03 | 3.3e-04 | -6.31 | -8.4 | 6.2e-17 | 0.01 | 0.01 | 0.93 | FALSE |
74 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | CHRNB1 | 0.06 | 0.07 | lasso | 6 | 0.07 | 1.8e-08 | 9.96 | 10.7 | 9.5e-27 | 0.64 | 0.53 | 0.46 | FALSE |
75 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | CHRNB1 | 0.04 | 0.03 | blup | 57 | 0.02 | 1.5e-03 | -3.04 | 5.4 | 6.5e-08 | 0.62 | 0.06 | 0.30 | FALSE |
76 | The Cancer Genome Atlas | Brain Lower Grade Glioma | AMAC1L3 | 0.04 | 0.02 | blup | 54 | 0.02 | 3.9e-03 | 9.11 | -7.4 | 1.2e-13 | -0.33 | 0.28 | 0.05 | TRUE |
77 | The Cancer Genome Atlas | Brain Lower Grade Glioma | CHRNB1 | 0.05 | 0.04 | blup | 57 | 0.04 | 6.1e-05 | 12.24 | 13.6 | 2.1e-42 | 0.92 | 0.00 | 1.00 | FALSE |
78 | The Cancer Genome Atlas | Brain Lower Grade Glioma | TNFSF12-TNFSF13 | 0.07 | 0.01 | enet | 17 | 0.03 | 4.4e-04 | -3.00 | -5.5 | 3.5e-08 | -0.29 | 0.03 | 0.08 | FALSE |
79 | The Cancer Genome Atlas | Lung Adenocarcinoma | CHRNB1 | 0.03 | 0.02 | blup | 57 | 0.02 | 7.8e-04 | 14.42 | 10.4 | 1.6e-25 | 0.84 | 0.00 | 0.99 | FALSE |
80 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | TNFSF12-TNFSF13 | 0.06 | 0.00 | blup | 58 | 0.01 | 3.4e-02 | -0.84 | -9.7 | 2.8e-22 | -0.34 | 0.01 | 0.06 | FALSE |
81 | The Cancer Genome Atlas | Pancreatic Adenocarcinoma | C17orf68 | 0.13 | 0.08 | lasso | 3 | 0.10 | 6.1e-05 | 5.48 | -7.2 | 5.5e-13 | 0.01 | 0.02 | 0.94 | FALSE |
82 | The Cancer Genome Atlas | Prostate Adenocarcinoma | CHRNB1 | 0.18 | 0.09 | enet | 10 | 0.10 | 4.9e-11 | 14.45 | 13.4 | 4.2e-41 | 0.79 | 0.00 | 1.00 | FALSE |
83 | The Cancer Genome Atlas | Prostate Adenocarcinoma | SLC25A35 | 0.09 | 0.06 | enet | 12 | 0.11 | 3.9e-11 | -4.63 | -6.4 | 1.5e-10 | -0.01 | 0.01 | 0.99 | FALSE |
84 | The Cancer Genome Atlas | Prostate Adenocarcinoma | TNFSF12-TNFSF13 | 0.03 | 0.00 | lasso | 4 | 0.01 | 2.9e-02 | -3.00 | -8.5 | 2.4e-17 | -0.56 | 0.01 | 0.66 | FALSE |
85 | The Cancer Genome Atlas | Soft Tissue Sarcoma | CHRNB1 | 0.07 | 0.03 | enet | 8 | 0.03 | 6.9e-03 | 12.24 | 7.8 | 4.8e-15 | 0.66 | 0.01 | 0.38 | FALSE |
86 | The Cancer Genome Atlas | Stomach Adenocarcinoma | CHRNB1 | 0.06 | 0.00 | blup | 57 | 0.03 | 4.5e-03 | 4.62 | 11.4 | 4.7e-30 | 0.87 | 0.00 | 0.76 | FALSE |
87 | The Cancer Genome Atlas | Thyroid Carcinoma | CHRNB1 | 0.09 | 0.02 | blup | 57 | 0.05 | 2.6e-05 | -3.17 | 11.1 | 8.6e-29 | 0.67 | 0.11 | 0.76 | TRUE |
88 | The Cancer Genome Atlas | Thyroid Carcinoma | FXR2 | 0.04 | 0.03 | lasso | 1 | 0.02 | 1.8e-03 | 6.46 | 6.5 | 1.1e-10 | 0.32 | 0.05 | 0.56 | TRUE |
89 | The Cancer Genome Atlas | Thyroid Carcinoma | SENP3 | 0.07 | 0.04 | enet | 9 | 0.03 | 2.7e-04 | 6.46 | 10.6 | 2.6e-26 | 0.40 | 0.41 | 0.11 | FALSE |
90 | The Cancer Genome Atlas | Thyroid Carcinoma | SHBG | 0.04 | 0.00 | blup | 59 | 0.02 | 4.4e-03 | -0.78 | -7.6 | 4.1e-14 | -0.38 | 0.01 | 0.75 | FALSE |