Best TWAS P=1.37e-114 · Best GWAS P=2.11e-100 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 | ADCY3 | 0.16 | 0.12 | lasso | 10 | 0.14 | 3.2e-17 | 21.122 | -22.8 | 1.4e-114 | -0.89 | 0.00 | 1.00 | TRUE |
2 | CommonMind | Brain Pre-frontal Cortex | CENPO | 0.07 | 0.03 | bslmm | 322 | 0.03 | 7.0e-05 | 14.392 | -19.5 | 2.1e-84 | -0.49 | 0.48 | 0.25 | FALSE |
3 | GTEx | Adipose Subcutaneous | TP53I3 | 0.11 | 0.03 | enet | 48 | 0.04 | 3.8e-04 | 2.303 | -5.3 | 8.7e-08 | -0.17 | 0.28 | 0.18 | FALSE |
4 | GTEx | Adipose Subcutaneous | ADCY3 | 0.07 | 0.04 | lasso | 6 | 0.01 | 3.2e-02 | 20.115 | 19.5 | 1.8e-84 | 0.87 | 0.07 | 0.91 | FALSE |
5 | GTEx | Adipose Subcutaneous | RP11-443B20.1 | 0.04 | 0.00 | enet | 10 | 0.00 | 1.2e-01 | 10.142 | 16.5 | 3.2e-61 | 0.82 | 0.04 | 0.90 | FALSE |
6 | GTEx | Adrenal Gland | PTRHD1 | 0.32 | 0.28 | lasso | 3 | 0.26 | 8.3e-10 | -12.155 | 12.8 | 1.8e-37 | 0.41 | 0.98 | 0.00 | FALSE |
7 | GTEx | Artery Aorta | NCOA1 | 0.15 | 0.00 | enet | 15 | 0.01 | 1.4e-01 | 11.198 | 5.8 | 6.5e-09 | 0.36 | 0.06 | 0.16 | FALSE |
8 | GTEx | Artery Coronary | DNAJC27 | 0.12 | 0.03 | lasso | 7 | 0.00 | 2.4e-01 | 4.811 | 8.9 | 4.9e-19 | 0.46 | 0.14 | 0.22 | FALSE |
9 | GTEx | Artery Tibial | ADCY3 | 0.21 | 0.14 | lasso | 6 | 0.15 | 4.3e-12 | 18.245 | 21.3 | 4.8e-101 | 0.70 | 0.99 | 0.01 | FALSE |
10 | GTEx | Artery Tibial | RP11-443B20.1 | 0.17 | 0.08 | enet | 40 | 0.09 | 8.2e-08 | 18.245 | 21.0 | 1.3e-97 | 0.59 | 0.52 | 0.44 | FALSE |
11 | GTEx | Brain Cerebellum | FAM228B | 0.28 | 0.00 | lasso | 14 | 0.01 | 1.4e-01 | 2.921 | -5.6 | 1.7e-08 | -0.14 | 0.25 | 0.05 | TRUE |
12 | GTEx | Breast Mammary Tissue (Male) | NCOA1 | 0.13 | -0.01 | lasso | 3 | 0.04 | 4.8e-02 | -0.006 | 5.2 | 1.8e-07 | 0.16 | 0.04 | 0.23 | FALSE |
13 | GTEx | Cells EBV-transformed lymphocytes | ADCY3 | 0.25 | 0.23 | enet | 10 | 0.12 | 9.2e-05 | 20.115 | -18.0 | 2.7e-72 | -0.84 | 0.02 | 0.97 | FALSE |
14 | GTEx | Cells EBV-transformed lymphocytes | RP11-443B20.1 | 0.13 | 0.13 | enet | 9 | 0.05 | 9.2e-03 | 20.115 | -20.7 | 2.3e-95 | -0.93 | 0.01 | 0.96 | FALSE |
15 | GTEx | Esophagus Muscularis | NCOA1 | 0.11 | 0.01 | enet | 9 | 0.01 | 5.8e-02 | 5.929 | 10.6 | 2.8e-26 | 0.45 | 0.08 | 0.12 | FALSE |
16 | GTEx | Esophagus Muscularis | ITSN2 | 0.10 | 0.04 | lasso | 7 | 0.09 | 6.1e-06 | -0.704 | 6.2 | 7.0e-10 | 0.09 | 0.29 | 0.07 | FALSE |
17 | GTEx | Lung | NCOA1 | 0.12 | 0.04 | lasso | 7 | 0.06 | 1.9e-05 | -0.283 | 8.2 | 3.8e-16 | 0.21 | 0.52 | 0.02 | TRUE |
18 | GTEx | Muscle Skeletal | POMC | 0.38 | 0.10 | lasso | 9 | 0.09 | 2.9e-09 | -2.830 | -7.8 | 5.9e-15 | -0.21 | 1.00 | 0.00 | FALSE |
19 | GTEx | Nerve Tibial | ADCY3 | 0.09 | 0.05 | enet | 6 | 0.03 | 2.2e-03 | 18.245 | -22.6 | 7.0e-113 | -0.92 | 0.01 | 0.99 | FALSE |
20 | GTEx | Nerve Tibial | RP11-443B20.1 | 0.07 | 0.03 | enet | 6 | 0.02 | 1.1e-02 | 18.245 | -21.5 | 9.2e-103 | -0.82 | 0.02 | 0.97 | FALSE |
21 | GTEx | Whole Blood | DNAJC27 | 0.08 | 0.10 | lasso | 1 | 0.10 | 2.2e-09 | 19.837 | 19.8 | 1.4e-87 | 0.80 | 0.88 | 0.12 | FALSE |
22 | GTEx | Whole Blood | ADCY3 | 0.23 | 0.24 | enet | 24 | 0.27 | 5.5e-25 | 20.653 | 22.0 | 5.0e-107 | 0.87 | 1.00 | 0.00 | FALSE |
23 | GTEx | Whole Blood | RP11-443B20.1 | 0.21 | 0.17 | enet | 32 | 0.20 | 1.8e-18 | 19.837 | 22.1 | 2.6e-108 | 0.87 | 0.76 | 0.24 | FALSE |
24 | METSIM | Adipose | EFR3B | 0.04 | 0.00 | bslmm | 357 | 0.00 | 9.7e-02 | -1.965 | -9.5 | 2.4e-21 | -0.37 | 0.06 | 0.08 | TRUE |
25 | METSIM | Adipose | POMC | 0.18 | 0.06 | lasso | 9 | 0.09 | 5.5e-13 | -3.282 | -5.7 | 9.4e-09 | -0.16 | 1.00 | 0.00 | FALSE |
26 | ROSMAP | Brain Pre-frontal Cortex | DNAJC27 | 0.10 | 0.06 | blup | 330 | 0.06 | 3.7e-08 | 4.833 | -6.7 | 1.8e-11 | -0.36 | 1.00 | 0.00 | FALSE |
27 | ROSMAP | Brain Pre-frontal Cortex | ADCY3 | 0.17 | 0.26 | enet | 32 | 0.26 | 6.8e-33 | 20.653 | -22.7 | 3.8e-114 | -0.90 | 0.86 | 0.14 | FALSE |
28 | ROSMAP | Brain Pre-frontal Cortex | CENPO | 0.08 | 0.04 | enet | 5 | 0.05 | 2.6e-07 | -9.326 | -10.7 | 1.2e-26 | -0.36 | 1.00 | 0.00 | FALSE |
29 | YFS | Blood | ADCY3 | 0.07 | 0.02 | bslmm | 343 | 0.04 | 7.3e-14 | 21.265 | -10.3 | 9.7e-25 | -0.63 | 0.00 | 1.00 | FALSE |
30 | YFS | Blood | POMC | 0.35 | 0.05 | enet | 71 | 0.19 | 5.7e-59 | -15.548 | -11.2 | 7.0e-29 | -0.30 | 1.00 | 0.00 | FALSE |
31 | The Cancer Genome Atlas | Breast Invasive Carcinoma | ADCY3 | 0.05 | 0.03 | blup | 81 | 0.03 | 5.0e-07 | 4.759 | -13.5 | 1.6e-41 | -0.51 | 0.57 | 0.39 | FALSE |
32 | The Cancer Genome Atlas | Breast Invasive Carcinoma | POMC | 0.08 | 0.05 | lasso | 3 | 0.06 | 2.6e-12 | -1.503 | -8.8 | 1.8e-18 | -0.20 | 0.74 | 0.26 | FALSE |
33 | The Cancer Genome Atlas | Glioblastoma Multiforme | ADCY3 | 0.36 | 0.14 | enet | 7 | 0.13 | 8.9e-05 | 5.793 | -6.2 | 4.8e-10 | -0.37 | 0.04 | 0.12 | FALSE |
34 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | POMC | 0.06 | 0.00 | enet | 12 | 0.03 | 9.3e-05 | -1.503 | -11.5 | 1.2e-30 | -0.26 | 0.01 | 0.50 | FALSE |
35 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | ADCY3 | 0.08 | 0.03 | enet | 16 | 0.03 | 1.5e-04 | 4.712 | -5.3 | 1.1e-07 | -0.17 | 0.03 | 0.04 | FALSE |
36 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | EFR3B | 0.03 | 0.05 | lasso | 1 | 0.04 | 1.9e-05 | -17.062 | -17.1 | 2.9e-65 | -0.65 | 0.55 | 0.06 | FALSE |
37 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | POMC | 0.16 | 0.05 | blup | 39 | 0.11 | 2.4e-12 | -15.548 | -7.9 | 2.6e-15 | -0.21 | 0.00 | 1.00 | TRUE |
38 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | NCOA1 | 0.08 | 0.07 | blup | 77 | 0.05 | 5.8e-04 | -2.099 | 6.0 | 1.5e-09 | 0.19 | 0.23 | 0.18 | TRUE |
39 | The Cancer Genome Atlas | Brain Lower Grade Glioma | ADCY3 | 0.03 | 0.02 | blup | 81 | 0.02 | 7.1e-04 | 12.519 | -18.8 | 1.9e-78 | -0.88 | 0.03 | 0.94 | FALSE |
40 | The Cancer Genome Atlas | Lung Adenocarcinoma | DNAJC27 | 0.05 | 0.01 | blup | 46 | 0.04 | 3.2e-05 | 4.833 | -10.8 | 5.7e-27 | -0.56 | 0.36 | 0.58 | FALSE |
41 | The Cancer Genome Atlas | Lung Adenocarcinoma | NCOA1 | 0.02 | 0.01 | blup | 77 | 0.01 | 1.2e-02 | -6.277 | -8.5 | 2.3e-17 | -0.23 | 0.11 | 0.03 | FALSE |
42 | The Cancer Genome Atlas | Lung Adenocarcinoma | POMC | 0.14 | 0.04 | enet | 7 | 0.08 | 5.3e-10 | -1.503 | -9.3 | 2.0e-20 | -0.21 | 0.16 | 0.83 | FALSE |
43 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | ADCY3 | 0.06 | 0.01 | enet | 9 | 0.02 | 1.0e-03 | 4.772 | -7.4 | 1.4e-13 | -0.17 | 0.06 | 0.04 | FALSE |
44 | The Cancer Genome Atlas | Ovarian Serous Cystadenocarcinoma | POMC | 0.19 | 0.01 | blup | 38 | 0.05 | 1.5e-04 | -15.548 | -11.7 | 2.0e-31 | -0.32 | 0.00 | 0.77 | TRUE |
45 | The Cancer Genome Atlas | Pancreatic Adenocarcinoma | EFR3B | 0.26 | 0.01 | lasso | 4 | 0.05 | 3.8e-03 | 5.929 | 5.3 | 9.4e-08 | 0.35 | 0.03 | 0.14 | FALSE |
46 | The Cancer Genome Atlas | Pancreatic Adenocarcinoma | POMC | 0.22 | 0.05 | blup | 37 | 0.03 | 2.1e-02 | -1.261 | -7.6 | 2.5e-14 | -0.11 | 0.02 | 0.08 | FALSE |
47 | The Cancer Genome Atlas | Prostate Adenocarcinoma | POMC | 0.11 | 0.08 | enet | 7 | 0.09 | 1.6e-09 | -1.503 | -10.7 | 1.1e-26 | -0.23 | 0.20 | 0.80 | TRUE |
48 | The Cancer Genome Atlas | Stomach Adenocarcinoma | DNAJC27 | 0.11 | 0.01 | blup | 45 | 0.02 | 1.4e-02 | 4.793 | 5.7 | 1.4e-08 | 0.05 | 0.02 | 0.03 | FALSE |
49 | The Cancer Genome Atlas | Thyroid Carcinoma | NCOA1 | 0.11 | 0.01 | enet | 11 | 0.06 | 1.9e-06 | -1.965 | 5.2 | 2.0e-07 | 0.12 | 0.01 | 0.91 | FALSE |