Best TWAS P=3.09e-77 · Best GWAS P=1.07e-71 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 | 17.61 | -18.4 | 5.3e-76 | -0.89 | 0.00 | 1.00 | FALSE |
2 | CommonMind | Brain Pre-frontal Cortex | CENPO | 0.07 | 0.03 | bslmm | 322 | 0.03 | 7.0e-05 | 8.69 | -13.4 | 5.3e-41 | -0.49 | 0.50 | 0.21 | TRUE |
3 | CommonMind | Brain Pre-frontal Cortex | DNAJC27 | 0.14 | 0.14 | lasso | 5 | 0.14 | 2.0e-16 | 5.14 | -5.1 | 2.8e-07 | -0.29 | 1.00 | 0.00 | FALSE |
4 | CommonMind | Brain Pre-frontal Cortex | POMC | 0.38 | 0.22 | lasso | 11 | 0.26 | 6.9e-32 | -3.33 | -5.3 | 9.2e-08 | -0.03 | 1.00 | 0.00 | FALSE |
5 | GTEx | Adipose Subcutaneous | ADCY3 | 0.07 | 0.04 | lasso | 6 | 0.01 | 3.2e-02 | 16.70 | 16.2 | 9.9e-59 | 0.87 | 0.07 | 0.92 | FALSE |
6 | GTEx | Adipose Subcutaneous | RP11-443B20.1 | 0.04 | 0.00 | enet | 10 | 0.00 | 1.2e-01 | 10.23 | 13.7 | 6.8e-43 | 0.82 | 0.04 | 0.90 | FALSE |
7 | GTEx | Adrenal Gland | PTRHD1 | 0.32 | 0.28 | lasso | 3 | 0.26 | 8.3e-10 | -9.88 | 10.4 | 2.2e-25 | 0.41 | 0.98 | 0.00 | FALSE |
8 | GTEx | Artery Coronary | DNAJC27 | 0.12 | 0.03 | lasso | 7 | 0.00 | 2.4e-01 | 5.29 | 8.2 | 2.9e-16 | 0.46 | 0.14 | 0.21 | FALSE |
9 | GTEx | Artery Tibial | ADCY3 | 0.21 | 0.14 | lasso | 6 | 0.15 | 4.3e-12 | 15.47 | 16.7 | 7.4e-63 | 0.70 | 0.99 | 0.00 | TRUE |
10 | GTEx | Artery Tibial | RP11-443B20.1 | 0.17 | 0.08 | enet | 40 | 0.09 | 8.2e-08 | 15.47 | 14.9 | 2.5e-50 | 0.59 | 0.64 | 0.31 | TRUE |
11 | GTEx | Cells EBV-transformed lymphocytes | ADCY3 | 0.25 | 0.23 | enet | 10 | 0.12 | 9.2e-05 | 16.70 | -15.2 | 1.7e-52 | -0.84 | 0.02 | 0.97 | FALSE |
12 | GTEx | Cells EBV-transformed lymphocytes | RP11-443B20.1 | 0.13 | 0.13 | enet | 9 | 0.05 | 9.2e-03 | 16.70 | -17.5 | 2.7e-68 | -0.93 | 0.01 | 0.96 | FALSE |
13 | GTEx | Esophagus Mucosa | ADCY3 | 0.06 | 0.05 | lasso | 3 | 0.03 | 6.8e-03 | 5.29 | 5.2 | 1.6e-07 | 0.30 | 0.58 | 0.05 | FALSE |
14 | GTEx | Esophagus Muscularis | NCOA1 | 0.11 | 0.01 | enet | 9 | 0.01 | 5.8e-02 | 4.38 | 6.7 | 1.9e-11 | 0.45 | 0.08 | 0.11 | FALSE |
15 | GTEx | Nerve Tibial | ADCY3 | 0.09 | 0.05 | enet | 6 | 0.03 | 2.2e-03 | 15.47 | -18.6 | 3.1e-77 | -0.92 | 0.01 | 0.99 | TRUE |
16 | GTEx | Nerve Tibial | RP11-443B20.1 | 0.07 | 0.03 | enet | 6 | 0.02 | 1.1e-02 | 15.47 | -17.6 | 1.3e-69 | -0.82 | 0.02 | 0.98 | FALSE |
17 | GTEx | Whole Blood | DNAJC27 | 0.08 | 0.10 | lasso | 1 | 0.10 | 2.2e-09 | 16.43 | 16.4 | 1.2e-60 | 0.80 | 0.85 | 0.15 | FALSE |
18 | GTEx | Whole Blood | ADCY3 | 0.23 | 0.24 | enet | 24 | 0.27 | 5.5e-25 | 16.81 | 18.0 | 1.8e-72 | 0.87 | 1.00 | 0.00 | FALSE |
19 | GTEx | Whole Blood | RP11-443B20.1 | 0.21 | 0.17 | enet | 32 | 0.20 | 1.8e-18 | 16.43 | 18.2 | 4.4e-74 | 0.87 | 0.74 | 0.26 | FALSE |
20 | METSIM | Adipose | EFR3B | 0.04 | 0.00 | bslmm | 357 | 0.00 | 9.7e-02 | -4.17 | -11.4 | 2.7e-30 | -0.37 | 0.06 | 0.08 | FALSE |
21 | METSIM | Adipose | POMC | 0.18 | 0.06 | lasso | 9 | 0.09 | 5.5e-13 | -3.56 | -7.1 | 1.6e-12 | -0.16 | 1.00 | 0.00 | TRUE |
22 | ROSMAP | Brain Pre-frontal Cortex | ADCY3 | 0.17 | 0.26 | enet | 32 | 0.26 | 6.8e-33 | 16.81 | -18.0 | 3.3e-72 | -0.90 | 0.93 | 0.07 | FALSE |
23 | ROSMAP | Brain Pre-frontal Cortex | CENPO | 0.08 | 0.04 | enet | 5 | 0.05 | 2.6e-07 | -7.12 | -8.7 | 2.5e-18 | -0.36 | 1.00 | 0.00 | FALSE |
24 | YFS | Blood | ADCY3 | 0.07 | 0.02 | bslmm | 343 | 0.04 | 7.3e-14 | 17.91 | -10.5 | 1.4e-25 | -0.63 | 0.00 | 1.00 | FALSE |
25 | YFS | Blood | DNAJC27 | 0.07 | 0.04 | blup | 333 | 0.05 | 3.1e-17 | 5.27 | -5.5 | 4.0e-08 | -0.21 | 1.00 | 0.00 | FALSE |
26 | YFS | Blood | POMC | 0.35 | 0.05 | enet | 71 | 0.19 | 5.7e-59 | -12.61 | -11.1 | 2.2e-28 | -0.30 | 1.00 | 0.00 | FALSE |
27 | The Cancer Genome Atlas | Breast Invasive Carcinoma | ADCY3 | 0.05 | 0.03 | blup | 81 | 0.03 | 5.0e-07 | 3.62 | -9.4 | 7.5e-21 | -0.51 | 0.49 | 0.47 | FALSE |
28 | The Cancer Genome Atlas | Breast Invasive Carcinoma | DNAJC27 | 0.04 | 0.01 | enet | 8 | 0.02 | 6.8e-05 | -0.93 | -5.6 | 2.2e-08 | -0.17 | 0.19 | 0.06 | FALSE |
29 | The Cancer Genome Atlas | Breast Invasive Carcinoma | POMC | 0.08 | 0.05 | lasso | 3 | 0.06 | 2.6e-12 | -3.33 | -9.1 | 7.5e-20 | -0.20 | 0.63 | 0.37 | FALSE |
30 | The Cancer Genome Atlas | Glioblastoma Multiforme | ADCY3 | 0.36 | 0.14 | enet | 7 | 0.13 | 8.9e-05 | 4.79 | -5.3 | 1.0e-07 | -0.37 | 0.04 | 0.15 | FALSE |
31 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | POMC | 0.06 | 0.00 | enet | 12 | 0.03 | 9.3e-05 | -3.33 | -9.2 | 2.7e-20 | -0.26 | 0.01 | 0.62 | FALSE |
32 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | EFR3B | 0.03 | 0.05 | lasso | 1 | 0.04 | 1.9e-05 | -13.70 | -13.7 | 1.0e-42 | -0.65 | 0.56 | 0.06 | FALSE |
33 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | POMC | 0.16 | 0.05 | blup | 39 | 0.11 | 2.4e-12 | -12.61 | -7.9 | 2.3e-15 | -0.21 | 0.00 | 1.00 | FALSE |
34 | The Cancer Genome Atlas | Brain Lower Grade Glioma | ADCY3 | 0.03 | 0.02 | blup | 81 | 0.02 | 7.1e-04 | 11.76 | -16.3 | 1.1e-59 | -0.88 | 0.03 | 0.95 | FALSE |
35 | The Cancer Genome Atlas | Lung Adenocarcinoma | DNAJC27 | 0.05 | 0.01 | blup | 46 | 0.04 | 3.2e-05 | 5.27 | -10.4 | 3.1e-25 | -0.56 | 0.37 | 0.57 | TRUE |
36 | The Cancer Genome Atlas | Lung Adenocarcinoma | NCOA1 | 0.02 | 0.01 | blup | 77 | 0.01 | 1.2e-02 | -5.26 | -7.3 | 3.6e-13 | -0.23 | 0.03 | 0.73 | FALSE |
37 | The Cancer Genome Atlas | Lung Adenocarcinoma | POMC | 0.14 | 0.04 | enet | 7 | 0.08 | 5.3e-10 | -3.33 | -10.1 | 6.8e-24 | -0.21 | 0.10 | 0.89 | FALSE |
38 | The Cancer Genome Atlas | Ovarian Serous Cystadenocarcinoma | DNAJC27 | 0.04 | 0.04 | lasso | 1 | 0.02 | 1.2e-02 | 5.16 | -5.2 | 2.4e-07 | -0.30 | 0.09 | 0.07 | FALSE |
39 | The Cancer Genome Atlas | Ovarian Serous Cystadenocarcinoma | POMC | 0.19 | 0.01 | blup | 38 | 0.05 | 1.5e-04 | -12.61 | -10.2 | 1.3e-24 | -0.32 | 0.00 | 0.85 | TRUE |
40 | The Cancer Genome Atlas | Pancreatic Adenocarcinoma | DNAJC27 | 0.12 | 0.12 | lasso | 2 | 0.09 | 1.7e-04 | 5.17 | -5.2 | 2.4e-07 | -0.30 | 0.58 | 0.12 | FALSE |
41 | The Cancer Genome Atlas | Pancreatic Adenocarcinoma | POMC | 0.22 | 0.05 | blup | 37 | 0.03 | 2.1e-02 | -4.13 | -8.3 | 9.8e-17 | -0.11 | 0.01 | 0.10 | TRUE |
42 | The Cancer Genome Atlas | Pheochromocytoma and Paraganglioma | DNAJC27 | 0.07 | 0.09 | lasso | 2 | 0.10 | 8.2e-05 | 5.17 | -5.2 | 2.4e-07 | -0.30 | 0.22 | 0.10 | FALSE |
43 | The Cancer Genome Atlas | Prostate Adenocarcinoma | DNAJC27 | 0.07 | 0.03 | enet | 13 | 0.06 | 1.3e-06 | 5.17 | -5.5 | 4.1e-08 | -0.21 | 0.74 | 0.02 | FALSE |
44 | The Cancer Genome Atlas | Prostate Adenocarcinoma | POMC | 0.11 | 0.08 | enet | 7 | 0.09 | 1.6e-09 | -3.33 | -10.2 | 1.5e-24 | -0.23 | 0.13 | 0.87 | FALSE |
45 | The Cancer Genome Atlas | Stomach Adenocarcinoma | POMC | 0.14 | 0.00 | blup | 40 | 0.02 | 2.2e-02 | -4.13 | -8.1 | 6.0e-16 | -0.14 | 0.00 | 0.62 | FALSE |