Best TWAS P=9.51e-14 · Best GWAS P=4.3e-19 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 | 7.38 | 6.5 | 9.0e-11 | 0.16 | 0.99 | 0.00 | FALSE |
2 | CommonMind | Brain Pre-frontal Cortex | EIF5A | 0.20 | 0.12 | bslmm | 446 | 0.10 | 1.2e-12 | -4.17 | -6.4 | 1.8e-10 | -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 | 5.78 | 6.0 | 2.4e-09 | 0.18 | 1.00 | 0.00 | FALSE |
4 | GTEx | Adipose Visceral Omentum | CHRNB1 | 0.29 | 0.14 | lasso | 5 | 0.14 | 1.0e-07 | 7.38 | 7.3 | 3.4e-13 | 0.27 | 0.96 | 0.00 | FALSE |
5 | GTEx | Artery Tibial | TNFSF12 | 0.11 | 0.06 | lasso | 2 | 0.05 | 1.2e-04 | 6.25 | 6.2 | 4.2e-10 | 0.52 | 0.26 | 0.66 | FALSE |
6 | GTEx | Breast Mammary Tissue (Male) | CHRNB1 | 0.28 | -0.01 | lasso | 6 | 0.02 | 9.6e-02 | 7.38 | 6.0 | 2.0e-09 | 0.20 | 0.07 | 0.07 | FALSE |
7 | GTEx | Cells Transformed fibroblasts | CHRNB1 | 0.28 | 0.11 | enet | 25 | 0.18 | 2.9e-13 | 7.38 | 6.5 | 5.8e-11 | 0.46 | 0.97 | 0.03 | TRUE |
8 | GTEx | Esophagus Mucosa | SOX15 | 0.16 | 0.03 | enet | 9 | 0.07 | 2.3e-05 | 8.93 | -5.2 | 1.6e-07 | -0.74 | 0.00 | 0.98 | TRUE |
9 | GTEx | Esophagus Mucosa | CHRNB1 | 0.19 | 0.11 | lasso | 2 | 0.13 | 7.3e-09 | 7.38 | 7.5 | 9.5e-14 | 0.29 | 1.00 | 0.00 | TRUE |
10 | GTEx | Esophagus Mucosa | ZBTB4 | 0.12 | 0.10 | lasso | 2 | 0.08 | 8.0e-06 | 5.92 | 5.9 | 3.9e-09 | 0.26 | 0.96 | 0.00 | FALSE |
11 | GTEx | Esophagus Muscularis | ZBTB4 | 0.13 | 0.06 | lasso | 2 | 0.05 | 6.3e-04 | 5.91 | 5.8 | 8.6e-09 | 0.26 | 0.28 | 0.25 | TRUE |
12 | GTEx | Muscle Skeletal | EIF5A | 0.14 | 0.06 | enet | 35 | 0.05 | 4.2e-06 | -4.12 | -6.0 | 2.5e-09 | -0.02 | 0.96 | 0.00 | FALSE |
13 | GTEx | Skin Not Sun Exposed Suprapubic | CHRNB1 | 0.17 | 0.15 | lasso | 3 | 0.16 | 7.4e-09 | 7.38 | 7.3 | 2.9e-13 | 0.29 | 1.00 | 0.00 | FALSE |
14 | GTEx | Skin Sun Exposed Lower leg | CHRNB1 | 0.19 | 0.12 | enet | 13 | 0.12 | 3.0e-10 | 5.98 | 6.0 | 2.7e-09 | 0.22 | 1.00 | 0.00 | FALSE |
15 | GTEx | Stomach | CHRNB1 | 0.28 | 0.19 | lasso | 4 | 0.23 | 2.0e-11 | 7.38 | 6.1 | 1.4e-09 | 0.15 | 0.97 | 0.00 | FALSE |
16 | GTEx | Whole Blood | TNFSF12 | 0.09 | 0.03 | enet | 24 | 0.04 | 1.9e-04 | -4.91 | -6.4 | 1.7e-10 | -0.43 | 0.42 | 0.44 | FALSE |
17 | METSIM | Adipose | CNTROB | 0.06 | 0.02 | blup | 497 | 0.03 | 1.3e-05 | 1.96 | -5.1 | 3.0e-07 | -0.08 | 0.89 | 0.00 | FALSE |
18 | METSIM | Adipose | NEURL4 | 0.06 | 0.00 | blup | 454 | 0.01 | 8.2e-03 | -0.93 | -5.4 | 6.2e-08 | -0.02 | 0.11 | 0.02 | TRUE |
19 | ROSMAP | Brain Pre-frontal Cortex | CHRNB1 | 0.11 | 0.08 | lasso | 6 | 0.08 | 7.8e-11 | 7.38 | 6.8 | 1.4e-11 | 0.30 | 1.00 | 0.00 | FALSE |
20 | YFS | Blood | CHRNB1 | 0.04 | 0.02 | lasso | 5 | 0.04 | 8.5e-12 | 7.33 | 7.0 | 2.8e-12 | 0.31 | 1.00 | 0.00 | FALSE |
21 | YFS | Blood | PHF23 | 0.03 | 0.01 | bslmm | 450 | 0.02 | 5.9e-08 | 6.72 | -5.6 | 1.7e-08 | 0.05 | 0.87 | 0.01 | TRUE |
22 | YFS | Blood | TMEM107 | 0.17 | 0.17 | lasso | 5 | 0.19 | 2.0e-61 | -5.21 | -5.5 | 4.2e-08 | -0.08 | 0.62 | 0.38 | TRUE |
23 | The Cancer Genome Atlas | Breast Invasive Carcinoma | CHRNB1 | 0.06 | 0.06 | enet | 10 | 0.06 | 1.0e-11 | 7.33 | 6.5 | 1.0e-10 | 0.32 | 0.00 | 1.00 | TRUE |
24 | The Cancer Genome Atlas | Cervical Squamous Cell Carcinoma | CHRNB1 | 0.07 | 0.04 | blup | 57 | 0.05 | 1.6e-03 | 7.38 | 6.7 | 2.4e-11 | 0.34 | 0.00 | 0.88 | FALSE |
25 | The Cancer Genome Atlas | Colon Adenocarcinoma | TNFSF12-TNFSF13 | 0.07 | 0.05 | lasso | 3 | 0.02 | 1.9e-02 | -5.02 | -5.1 | 2.9e-07 | -0.22 | 0.08 | 0.04 | FALSE |
26 | The Cancer Genome Atlas | Esophageal Carcinoma | EIF5A | 0.16 | 0.00 | blup | 50 | 0.03 | 5.0e-02 | -4.40 | -5.4 | 7.5e-08 | 0.08 | 0.02 | 0.05 | FALSE |
27 | The Cancer Genome Atlas | Glioblastoma Multiforme | AMAC1L3 | 0.14 | 0.12 | lasso | 3 | 0.12 | 1.8e-04 | 6.06 | -6.2 | 4.1e-10 | -0.25 | 0.01 | 0.86 | FALSE |
28 | The Cancer Genome Atlas | Glioblastoma Multiforme | EIF5A | 0.26 | 0.10 | blup | 51 | 0.05 | 9.7e-03 | 4.53 | -5.2 | 2.0e-07 | 0.14 | 0.04 | 0.06 | FALSE |
29 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | ALOXE3 | 0.04 | 0.00 | blup | 77 | 0.01 | 3.4e-02 | -5.13 | -5.2 | 1.5e-07 | 0.00 | 0.00 | 0.57 | FALSE |
30 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | CHRNB1 | 0.06 | 0.07 | lasso | 6 | 0.07 | 1.8e-08 | 4.25 | 5.5 | 4.8e-08 | 0.28 | 0.53 | 0.47 | TRUE |
31 | The Cancer Genome Atlas | Brain Lower Grade Glioma | CHRNB1 | 0.05 | 0.04 | blup | 57 | 0.04 | 6.1e-05 | 6.24 | 7.1 | 1.5e-12 | 0.23 | 0.00 | 1.00 | TRUE |
32 | The Cancer Genome Atlas | Brain Lower Grade Glioma | TNFSF12-TNFSF13 | 0.07 | 0.01 | enet | 17 | 0.03 | 4.4e-04 | -4.87 | -5.5 | 4.4e-08 | -0.08 | 0.03 | 0.08 | TRUE |
33 | The Cancer Genome Atlas | Lung Adenocarcinoma | CHRNB1 | 0.03 | 0.02 | blup | 57 | 0.02 | 7.8e-04 | 7.33 | 6.3 | 3.7e-10 | 0.36 | 0.00 | 0.99 | FALSE |
34 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | EFNB3 | 0.07 | 0.04 | blup | 34 | 0.04 | 4.0e-05 | -5.05 | 5.1 | 3.0e-07 | 0.34 | 0.16 | 0.07 | FALSE |
35 | The Cancer Genome Atlas | Prostate Adenocarcinoma | CHRNB1 | 0.18 | 0.09 | enet | 10 | 0.10 | 4.9e-11 | 7.38 | 6.5 | 1.1e-10 | 0.30 | 0.00 | 1.00 | FALSE |
36 | The Cancer Genome Atlas | Prostate Adenocarcinoma | TNFSF12-TNFSF13 | 0.03 | 0.00 | lasso | 4 | 0.01 | 2.9e-02 | -4.87 | -7.2 | 6.5e-13 | -0.45 | 0.01 | 0.66 | FALSE |
37 | The Cancer Genome Atlas | Stomach Adenocarcinoma | CHRNB1 | 0.06 | 0.00 | blup | 57 | 0.03 | 4.5e-03 | 3.60 | 6.9 | 5.8e-12 | 0.34 | 0.00 | 0.76 | FALSE |
38 | The Cancer Genome Atlas | Thyroid Carcinoma | CHRNB1 | 0.09 | 0.02 | blup | 57 | 0.05 | 2.6e-05 | -3.45 | 6.1 | 8.7e-10 | 0.23 | 0.11 | 0.76 | FALSE |
39 | The Cancer Genome Atlas | Thyroid Carcinoma | SENP3 | 0.07 | 0.04 | enet | 9 | 0.03 | 2.7e-04 | 4.23 | 6.7 | 2.7e-11 | 0.20 | 0.11 | 0.75 | FALSE |
40 | The Cancer Genome Atlas | Thyroid Carcinoma | SHBG | 0.04 | 0.00 | blup | 59 | 0.02 | 4.4e-03 | -4.04 | -7.1 | 9.9e-13 | -0.46 | 0.04 | 0.08 | FALSE |