Best TWAS P=2.14e-35 · Best GWAS P=8.69e-34 conditioned to 9.66e-12
# | 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 | 12.03 | 11.9 | 1.7e-32 | 0.91 | 0.00 | 1.00 | FALSE |
2 | CommonMind | Brain Pre-frontal Cortex | EIF5A | 0.20 | 0.12 | bslmm | 446 | 0.10 | 1.2e-12 | -4.96 | -7.7 | 1.3e-14 | -0.25 | 1.00 | 0.00 | TRUE |
3 | CommonMind | Brain Pre-frontal Cortex | PFAS | 0.10 | 0.09 | lasso | 4 | 0.10 | 8.9e-13 | -5.42 | -6.3 | 2.4e-10 | 0.01 | 0.00 | 1.00 | FALSE |
4 | CommonMind | Brain Pre-frontal Cortex | POLR2A | 0.08 | 0.07 | lasso | 4 | 0.07 | 1.9e-08 | 9.62 | 9.9 | 3.0e-23 | 0.64 | 1.00 | 0.00 | FALSE |
5 | GTEx | Adipose Subcutaneous | CHRNB1 | 0.30 | 0.22 | lasso | 8 | 0.26 | 1.6e-21 | -7.37 | 10.2 | 1.7e-24 | 0.66 | 1.00 | 0.00 | FALSE |
6 | GTEx | Adipose Visceral Omentum | CHRNB1 | 0.29 | 0.14 | lasso | 5 | 0.14 | 1.0e-07 | 12.03 | 12.4 | 2.1e-35 | 0.93 | 0.01 | 0.99 | TRUE |
7 | GTEx | Artery Aorta | CHRNB1 | 0.23 | 0.10 | enet | 7 | 0.13 | 1.3e-07 | -7.26 | 10.2 | 2.7e-24 | 0.72 | 0.04 | 0.96 | FALSE |
8 | GTEx | Artery Coronary | CHRNB1 | 0.26 | 0.08 | enet | 24 | 0.11 | 1.3e-04 | 9.62 | 7.9 | 4.0e-15 | 0.68 | 0.02 | 0.92 | FALSE |
9 | GTEx | Artery Tibial | CHRNB1 | 0.27 | 0.20 | lasso | 5 | 0.22 | 8.1e-17 | -7.35 | 10.4 | 3.2e-25 | 0.72 | 0.74 | 0.26 | FALSE |
10 | GTEx | Artery Tibial | ZBTB4 | 0.15 | 0.05 | enet | 30 | 0.07 | 2.9e-06 | 9.86 | 6.0 | 2.1e-09 | 0.21 | 0.77 | 0.03 | FALSE |
11 | GTEx | Artery Tibial | TNFSF12 | 0.11 | 0.06 | lasso | 2 | 0.05 | 1.2e-04 | 7.64 | 7.6 | 2.1e-14 | 0.34 | 0.75 | 0.04 | FALSE |
12 | GTEx | Brain Frontal Cortex BA9 | PFAS | 0.28 | 0.04 | lasso | 5 | 0.09 | 2.2e-03 | -5.42 | -5.8 | 7.6e-09 | 0.04 | 0.02 | 0.84 | FALSE |
13 | GTEx | Breast Mammary Tissue | CHRNB1 | 0.23 | 0.07 | enet | 19 | 0.14 | 1.6e-07 | -7.35 | 9.5 | 1.7e-21 | 0.75 | 0.00 | 0.99 | FALSE |
14 | GTEx | Breast Mammary Tissue (Male) | CHRNB1 | 0.28 | -0.01 | lasso | 6 | 0.02 | 9.6e-02 | 12.03 | 11.0 | 5.5e-28 | 0.84 | 0.01 | 0.84 | FALSE |
15 | GTEx | Cells Transformed fibroblasts | CHRNB1 | 0.28 | 0.11 | enet | 25 | 0.18 | 2.9e-13 | 12.03 | 11.1 | 1.1e-28 | 0.73 | 0.01 | 0.99 | FALSE |
16 | GTEx | Cells Transformed fibroblasts | PFAS | 0.13 | 0.05 | lasso | 6 | 0.07 | 4.1e-06 | -6.34 | -6.0 | 2.3e-09 | -0.01 | 0.01 | 0.99 | FALSE |
17 | GTEx | Colon Sigmoid | CHRNB1 | 0.18 | 0.06 | enet | 18 | 0.11 | 1.3e-04 | -7.35 | 9.7 | 3.1e-22 | 0.65 | 0.15 | 0.68 | FALSE |
18 | GTEx | Colon Transverse | CHRNB1 | 0.19 | 0.01 | enet | 18 | 0.11 | 6.2e-06 | 9.69 | 5.5 | 3.2e-08 | 0.44 | 0.06 | 0.64 | FALSE |
19 | GTEx | Esophagus Mucosa | SOX15 | 0.16 | 0.03 | enet | 9 | 0.07 | 2.3e-05 | 8.44 | -5.6 | 2.0e-08 | -0.11 | 0.26 | 0.04 | TRUE |
20 | GTEx | Esophagus Mucosa | CHRNB1 | 0.19 | 0.11 | lasso | 2 | 0.13 | 7.3e-09 | 12.03 | 12.3 | 1.2e-34 | 0.93 | 0.00 | 1.00 | FALSE |
21 | GTEx | Esophagus Mucosa | ZBTB4 | 0.12 | 0.10 | lasso | 2 | 0.08 | 8.0e-06 | 9.98 | 10.0 | 2.2e-23 | 0.65 | 0.90 | 0.06 | FALSE |
22 | GTEx | Esophagus Muscularis | CHRNB1 | 0.35 | 0.19 | lasso | 7 | 0.28 | 1.9e-17 | -7.26 | 10.4 | 1.9e-25 | 0.63 | 0.93 | 0.07 | FALSE |
23 | GTEx | Esophagus Muscularis | ZBTB4 | 0.13 | 0.06 | lasso | 2 | 0.05 | 6.3e-04 | 9.72 | 9.8 | 1.1e-22 | 0.64 | 0.24 | 0.35 | FALSE |
24 | GTEx | Heart Left Ventricle | CHRNB1 | 0.16 | 0.03 | lasso | 4 | 0.05 | 9.6e-04 | -3.46 | 6.0 | 2.3e-09 | 0.39 | 0.08 | 0.42 | FALSE |
25 | GTEx | Lung | CNTROB | 0.15 | 0.06 | enet | 28 | 0.07 | 9.5e-06 | -2.01 | 5.2 | 2.5e-07 | 0.19 | 0.64 | 0.02 | FALSE |
26 | GTEx | Lung | CHRNB1 | 0.22 | 0.05 | enet | 17 | 0.14 | 7.5e-11 | -6.19 | 10.6 | 3.8e-26 | 0.59 | 0.18 | 0.82 | FALSE |
27 | GTEx | Muscle Skeletal | EIF5A | 0.14 | 0.06 | enet | 35 | 0.05 | 4.2e-06 | -4.60 | -5.8 | 5.6e-09 | -0.06 | 0.97 | 0.00 | FALSE |
28 | GTEx | Nerve Tibial | CHRNB1 | 0.37 | 0.31 | enet | 12 | 0.35 | 9.7e-26 | -7.26 | 8.7 | 3.6e-18 | 0.56 | 1.00 | 0.00 | FALSE |
29 | GTEx | Pancreas | TRAPPC1 | 0.17 | 0.00 | lasso | 6 | 0.01 | 1.5e-01 | 9.72 | 10.3 | 9.0e-25 | 0.42 | 0.05 | 0.57 | FALSE |
30 | GTEx | Prostate | RP11-104H15.8 | 0.54 | 0.01 | enet | 1 | 0.06 | 1.6e-02 | -5.69 | -5.7 | 1.3e-08 | 0.03 | 0.07 | 0.07 | TRUE |
31 | GTEx | Skin Not Sun Exposed Suprapubic | CHRNB1 | 0.17 | 0.15 | lasso | 3 | 0.16 | 7.4e-09 | 12.03 | 12.2 | 5.0e-34 | 0.93 | 0.01 | 0.99 | FALSE |
32 | GTEx | Skin Sun Exposed Lower leg | PHF23 | 0.09 | 0.01 | lasso | 7 | 0.00 | 1.5e-01 | 3.96 | 5.4 | 7.8e-08 | 0.06 | 0.14 | 0.07 | FALSE |
33 | GTEx | Skin Sun Exposed Lower leg | CHRNB1 | 0.19 | 0.12 | enet | 13 | 0.12 | 3.0e-10 | 9.86 | 10.8 | 4.2e-27 | 0.74 | 0.56 | 0.44 | FALSE |
34 | GTEx | Skin Sun Exposed Lower leg | RP11-849F2.9 | 0.13 | 0.00 | enet | 34 | 0.02 | 1.1e-02 | -6.40 | -5.3 | 1.2e-07 | 0.02 | 0.01 | 0.96 | FALSE |
35 | GTEx | Small Intestine Terminal Ileum | CHRNB1 | 0.43 | -0.01 | lasso | 9 | 0.00 | 2.9e-01 | 0.24 | 7.2 | 5.1e-13 | 0.26 | 0.04 | 0.25 | FALSE |
36 | GTEx | Stomach | CHRNB1 | 0.28 | 0.19 | lasso | 4 | 0.23 | 2.0e-11 | 12.03 | 11.7 | 8.4e-32 | 0.86 | 0.00 | 1.00 | FALSE |
37 | GTEx | Testis | CHRNB1 | 0.33 | 0.28 | lasso | 4 | 0.30 | 4.8e-14 | 5.15 | 6.8 | 1.1e-11 | 0.69 | 0.98 | 0.02 | FALSE |
38 | GTEx | Thyroid | CHRNB1 | 0.11 | 0.03 | lasso | 8 | 0.02 | 7.1e-03 | -7.37 | 8.6 | 6.0e-18 | 0.55 | 0.15 | 0.37 | FALSE |
39 | METSIM | Adipose | CHRNB1 | 0.22 | 0.16 | bslmm | 486 | 0.20 | 1.2e-28 | -7.35 | 9.0 | 2.2e-19 | 0.60 | 1.00 | 0.00 | FALSE |
40 | METSIM | Adipose | CTC1 | 0.13 | 0.07 | enet | 25 | 0.08 | 5.8e-12 | 3.39 | -5.1 | 2.7e-07 | 0.00 | 1.00 | 0.00 | FALSE |
41 | METSIM | Adipose | FGF11 | 0.07 | 0.00 | bslmm | 477 | 0.02 | 1.5e-04 | 9.86 | -8.3 | 7.3e-17 | -0.52 | 0.70 | 0.08 | FALSE |
42 | METSIM | Adipose | PFAS | 0.10 | 0.00 | blup | 450 | 0.03 | 1.7e-05 | -6.34 | -5.5 | 3.3e-08 | 0.01 | 0.01 | 0.91 | FALSE |
43 | ROSMAP | Brain Pre-frontal Cortex | FGF11 | 0.08 | 0.04 | blup | 454 | 0.04 | 1.2e-05 | -3.46 | 5.5 | 3.2e-08 | 0.51 | 0.97 | 0.02 | FALSE |
44 | ROSMAP | Brain Pre-frontal Cortex | CHRNB1 | 0.11 | 0.08 | lasso | 6 | 0.08 | 7.8e-11 | 12.03 | 11.5 | 1.2e-30 | 0.91 | 0.00 | 1.00 | FALSE |
45 | ROSMAP | Brain Pre-frontal Cortex | PFAS | 0.08 | 0.02 | enet | 10 | 0.03 | 4.4e-05 | -6.40 | -5.9 | 4.1e-09 | 0.01 | 0.00 | 1.00 | FALSE |
46 | YFS | Blood | BCL6B | 0.02 | 0.00 | bslmm | 470 | 0.00 | 2.1e-02 | 2.29 | -6.1 | 1.2e-09 | -0.37 | 0.16 | 0.14 | FALSE |
47 | YFS | Blood | CHRNB1 | 0.04 | 0.02 | lasso | 5 | 0.04 | 8.5e-12 | 12.12 | 11.9 | 6.6e-33 | 0.93 | 0.00 | 1.00 | FALSE |
48 | YFS | Blood | TMEM107 | 0.17 | 0.17 | lasso | 5 | 0.19 | 2.0e-61 | -4.97 | -5.6 | 1.8e-08 | 0.02 | 0.92 | 0.08 | FALSE |
49 | The Cancer Genome Atlas | Breast Invasive Carcinoma | AURKB | 0.02 | 0.01 | blup | 49 | 0.01 | 2.9e-03 | 3.38 | -6.6 | 3.5e-11 | 0.03 | 0.00 | 0.58 | FALSE |
50 | The Cancer Genome Atlas | Breast Invasive Carcinoma | CHRNB1 | 0.06 | 0.06 | enet | 10 | 0.06 | 1.0e-11 | 12.12 | 10.9 | 1.8e-27 | 0.89 | 0.00 | 1.00 | FALSE |
51 | The Cancer Genome Atlas | Breast Invasive Carcinoma | PFAS | 0.02 | 0.01 | lasso | 3 | 0.01 | 9.7e-03 | -6.34 | -6.1 | 1.2e-09 | 0.02 | 0.00 | 0.98 | FALSE |
52 | The Cancer Genome Atlas | Cervical Squamous Cell Carcinoma | CHRNB1 | 0.07 | 0.04 | blup | 57 | 0.05 | 1.6e-03 | 12.03 | 9.8 | 7.0e-23 | 0.90 | 0.01 | 0.84 | FALSE |
53 | The Cancer Genome Atlas | Glioblastoma Multiforme | AMAC1L3 | 0.14 | 0.12 | lasso | 3 | 0.12 | 1.8e-04 | 10.65 | -10.8 | 2.1e-27 | -0.92 | 0.01 | 0.82 | FALSE |
54 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | ALOXE3 | 0.04 | 0.00 | blup | 77 | 0.01 | 3.4e-02 | -4.95 | -6.1 | 8.7e-10 | 0.08 | 0.00 | 0.54 | FALSE |
55 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | C17orf68 | 0.05 | 0.00 | blup | 59 | 0.03 | 3.3e-04 | -4.84 | -7.1 | 1.7e-12 | 0.01 | 0.01 | 0.92 | TRUE |
56 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | CHRNB1 | 0.06 | 0.07 | lasso | 6 | 0.07 | 1.8e-08 | 7.88 | 8.9 | 7.6e-19 | 0.65 | 0.53 | 0.47 | FALSE |
57 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | CHRNB1 | 0.04 | 0.03 | blup | 57 | 0.02 | 1.5e-03 | -3.88 | 5.2 | 2.6e-07 | 0.63 | 0.06 | 0.28 | FALSE |
58 | The Cancer Genome Atlas | Brain Lower Grade Glioma | AMAC1L3 | 0.04 | 0.02 | blup | 54 | 0.02 | 3.9e-03 | 7.26 | -5.4 | 8.5e-08 | -0.34 | 0.28 | 0.06 | FALSE |
59 | The Cancer Genome Atlas | Brain Lower Grade Glioma | CHRNB1 | 0.05 | 0.04 | blup | 57 | 0.04 | 6.1e-05 | 10.76 | 12.0 | 3.5e-33 | 0.92 | 0.00 | 1.00 | FALSE |
60 | The Cancer Genome Atlas | Brain Lower Grade Glioma | EIF5A | 0.08 | 0.12 | enet | 15 | 0.13 | 1.0e-14 | -4.60 | -5.4 | 7.8e-08 | -0.01 | 0.03 | 0.96 | FALSE |
61 | The Cancer Genome Atlas | Brain Lower Grade Glioma | PFAS | 0.03 | 0.02 | blup | 54 | 0.03 | 1.3e-04 | -4.71 | -5.3 | 8.9e-08 | 0.03 | 0.09 | 0.84 | FALSE |
62 | The Cancer Genome Atlas | Lung Adenocarcinoma | CHRNB1 | 0.03 | 0.02 | blup | 57 | 0.02 | 7.8e-04 | 12.12 | 9.2 | 4.5e-20 | 0.84 | 0.00 | 1.00 | FALSE |
63 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | EIF5A | 0.03 | 0.03 | blup | 52 | 0.03 | 4.2e-04 | -4.98 | -5.6 | 2.2e-08 | 0.00 | 0.02 | 0.97 | FALSE |
64 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | TNFSF12-TNFSF13 | 0.06 | 0.00 | blup | 58 | 0.01 | 3.4e-02 | 1.95 | -5.7 | 1.5e-08 | -0.36 | 0.01 | 0.06 | FALSE |
65 | The Cancer Genome Atlas | Pancreatic Adenocarcinoma | C17orf68 | 0.13 | 0.08 | lasso | 3 | 0.10 | 6.1e-05 | 3.38 | -5.4 | 7.7e-08 | 0.01 | 0.02 | 0.90 | FALSE |
66 | The Cancer Genome Atlas | Prostate Adenocarcinoma | CHRNB1 | 0.18 | 0.09 | enet | 10 | 0.10 | 4.9e-11 | 12.03 | 11.1 | 7.2e-29 | 0.78 | 0.00 | 1.00 | FALSE |
67 | The Cancer Genome Atlas | Prostate Adenocarcinoma | EIF5A | 0.05 | 0.01 | blup | 53 | 0.01 | 2.3e-02 | -5.26 | -5.2 | 1.6e-07 | 0.00 | 0.00 | 0.95 | FALSE |
68 | The Cancer Genome Atlas | Prostate Adenocarcinoma | TNFSF12-TNFSF13 | 0.03 | 0.00 | lasso | 4 | 0.01 | 2.9e-02 | -2.66 | -6.6 | 3.2e-11 | -0.58 | 0.01 | 0.66 | FALSE |
69 | The Cancer Genome Atlas | Soft Tissue Sarcoma | CHRNB1 | 0.07 | 0.03 | enet | 8 | 0.03 | 6.9e-03 | 10.76 | 6.9 | 4.8e-12 | 0.66 | 0.01 | 0.39 | FALSE |
70 | The Cancer Genome Atlas | Stomach Adenocarcinoma | CHRNB1 | 0.06 | 0.00 | blup | 57 | 0.03 | 4.5e-03 | 5.26 | 10.6 | 4.0e-26 | 0.88 | 0.00 | 0.75 | FALSE |
71 | The Cancer Genome Atlas | Thyroid Carcinoma | CHRNB1 | 0.09 | 0.02 | blup | 57 | 0.05 | 2.6e-05 | -3.46 | 9.2 | 3.3e-20 | 0.68 | 0.10 | 0.78 | FALSE |
72 | The Cancer Genome Atlas | Thyroid Carcinoma | SENP3 | 0.07 | 0.04 | enet | 9 | 0.03 | 2.7e-04 | 3.97 | 6.1 | 8.9e-10 | 0.42 | 0.41 | 0.10 | FALSE |
73 | The Cancer Genome Atlas | Thyroid Carcinoma | SHBG | 0.04 | 0.00 | blup | 59 | 0.02 | 4.4e-03 | -0.80 | -5.5 | 3.6e-08 | -0.42 | 0.04 | 0.08 | FALSE |