Best TWAS P=4.49e-25 · Best GWAS P=5.33e-31 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 | -7.82 | 5.4 | 6.9e-08 | 0.27 | 1.00 | 0.00 | TRUE |
2 | CommonMind | Brain Pre-frontal Cortex | CENPO | 0.07 | 0.03 | bslmm | 322 | 0.03 | 7.0e-05 | -1.02 | 7.1 | 9.5e-13 | 0.25 | 0.63 | 0.01 | FALSE |
3 | GTEx | Adipose Subcutaneous | TP53I3 | 0.11 | 0.03 | enet | 48 | 0.04 | 3.8e-04 | -1.38 | 6.0 | 2.5e-09 | 0.04 | 0.11 | 0.67 | TRUE |
4 | GTEx | Adipose Subcutaneous | ADCY3 | 0.07 | 0.04 | lasso | 6 | 0.01 | 3.2e-02 | -7.92 | -7.8 | 6.8e-15 | -0.32 | 0.83 | 0.01 | FALSE |
5 | GTEx | Adipose Subcutaneous | RP11-443B20.1 | 0.04 | 0.00 | enet | 10 | 0.00 | 1.2e-01 | -2.27 | -5.3 | 1.1e-07 | -0.28 | 0.36 | 0.05 | FALSE |
6 | GTEx | Adipose Visceral Omentum | NCOA1 | 0.11 | 0.02 | enet | 17 | 0.02 | 2.1e-02 | -8.12 | -6.7 | 1.6e-11 | -0.11 | 0.18 | 0.04 | FALSE |
7 | GTEx | Adipose Visceral Omentum | UBXN2A | 0.10 | 0.08 | enet | 29 | 0.03 | 9.8e-03 | -7.22 | -5.6 | 1.9e-08 | -0.02 | 0.06 | 0.92 | FALSE |
8 | GTEx | Adrenal Gland | PTRHD1 | 0.32 | 0.28 | lasso | 3 | 0.26 | 8.3e-10 | 9.15 | -9.2 | 2.6e-20 | -0.20 | 0.98 | 0.00 | TRUE |
9 | GTEx | Artery Aorta | NCOA1 | 0.15 | 0.00 | enet | 15 | 0.01 | 1.4e-01 | -8.05 | -9.1 | 9.5e-20 | -0.23 | 0.06 | 0.17 | FALSE |
10 | GTEx | Artery Tibial | ADCY3 | 0.21 | 0.14 | lasso | 6 | 0.15 | 4.3e-12 | -6.84 | -6.8 | 1.1e-11 | -0.27 | 1.00 | 0.00 | FALSE |
11 | GTEx | Artery Tibial | UBXN2A | 0.12 | 0.06 | enet | 24 | 0.09 | 1.5e-07 | -2.79 | -5.5 | 5.0e-08 | -0.05 | 0.90 | 0.10 | FALSE |
12 | GTEx | Artery Tibial | RP11-443B20.1 | 0.17 | 0.08 | enet | 40 | 0.09 | 8.2e-08 | -6.84 | -6.8 | 1.2e-11 | -0.34 | 0.92 | 0.01 | TRUE |
13 | GTEx | Cells EBV-transformed lymphocytes | ADCY3 | 0.25 | 0.23 | enet | 10 | 0.12 | 9.2e-05 | -7.92 | 10.2 | 1.6e-24 | 0.38 | 0.77 | 0.05 | FALSE |
14 | GTEx | Cells EBV-transformed lymphocytes | PFN4 | 0.18 | 0.13 | lasso | 12 | 0.12 | 8.9e-05 | -4.98 | -5.3 | 1.4e-07 | 0.00 | 0.34 | 0.05 | FALSE |
15 | GTEx | Cells EBV-transformed lymphocytes | RP11-443B20.1 | 0.13 | 0.13 | enet | 9 | 0.05 | 9.2e-03 | -7.92 | 9.2 | 4.4e-20 | 0.38 | 0.35 | 0.07 | FALSE |
16 | GTEx | Colon Sigmoid | DNMT3A | 0.19 | -0.01 | lasso | 8 | 0.00 | 4.5e-01 | -4.44 | -9.1 | 9.9e-20 | -0.40 | 0.05 | 0.40 | TRUE |
17 | GTEx | Colon Transverse | UBXN2A | 0.11 | 0.01 | enet | 8 | 0.03 | 8.7e-03 | -5.86 | -7.5 | 7.6e-14 | -0.07 | 0.07 | 0.71 | TRUE |
18 | GTEx | Esophagus Mucosa | TP53I3 | 0.16 | 0.03 | enet | 23 | 0.06 | 8.2e-05 | 0.95 | -6.5 | 6.3e-11 | -0.03 | 0.11 | 0.07 | TRUE |
19 | GTEx | Esophagus Muscularis | NCOA1 | 0.11 | 0.01 | enet | 9 | 0.01 | 5.8e-02 | -7.44 | -10.3 | 4.5e-25 | -0.17 | 0.08 | 0.05 | TRUE |
20 | GTEx | Heart Left Ventricle | PFN4 | 0.23 | 0.28 | lasso | 6 | 0.28 | 4.1e-15 | -5.00 | -5.5 | 4.3e-08 | -0.01 | 1.00 | 0.00 | FALSE |
21 | GTEx | Lung | NCOA1 | 0.12 | 0.04 | lasso | 7 | 0.06 | 1.9e-05 | -1.06 | -6.0 | 2.3e-09 | -0.10 | 0.52 | 0.02 | FALSE |
22 | GTEx | Lung | UBXN2A | 0.09 | 0.06 | enet | 7 | 0.07 | 6.1e-06 | -2.73 | -5.6 | 1.9e-08 | -0.05 | 0.34 | 0.65 | FALSE |
23 | GTEx | Muscle Skeletal | POMC | 0.38 | 0.10 | lasso | 9 | 0.09 | 2.9e-09 | 2.16 | 5.7 | 1.6e-08 | 0.29 | 1.00 | 0.00 | FALSE |
24 | GTEx | Nerve Tibial | ADCY3 | 0.09 | 0.05 | enet | 6 | 0.03 | 2.2e-03 | -6.84 | 8.3 | 1.5e-16 | 0.35 | 0.96 | 0.00 | FALSE |
25 | GTEx | Nerve Tibial | RP11-443B20.1 | 0.07 | 0.03 | enet | 6 | 0.02 | 1.1e-02 | -6.84 | 6.6 | 3.5e-11 | 0.29 | 0.74 | 0.02 | FALSE |
26 | GTEx | Small Intestine Terminal Ileum | UBXN2A | 0.18 | 0.08 | enet | 33 | 0.16 | 2.5e-04 | -7.11 | -6.6 | 3.5e-11 | -0.02 | 0.03 | 0.91 | TRUE |
27 | GTEx | Spleen | UBXN2A | 0.31 | 0.11 | enet | 19 | 0.17 | 4.1e-05 | 7.57 | -8.5 | 1.7e-17 | -0.06 | 0.04 | 0.92 | FALSE |
28 | GTEx | Whole Blood | DNAJC27 | 0.08 | 0.10 | lasso | 1 | 0.10 | 2.2e-09 | -7.53 | -7.5 | 5.3e-14 | -0.34 | 1.00 | 0.00 | FALSE |
29 | GTEx | Whole Blood | ADCY3 | 0.23 | 0.24 | enet | 24 | 0.27 | 5.5e-25 | -7.49 | -7.4 | 1.9e-13 | -0.32 | 1.00 | 0.00 | FALSE |
30 | GTEx | Whole Blood | UBXN2A | 0.17 | 0.07 | lasso | 8 | 0.09 | 2.1e-08 | -2.74 | -6.4 | 1.3e-10 | -0.04 | 0.05 | 0.95 | FALSE |
31 | GTEx | Whole Blood | RP11-443B20.1 | 0.21 | 0.17 | enet | 32 | 0.20 | 1.8e-18 | -7.53 | -7.0 | 2.6e-12 | -0.32 | 1.00 | 0.00 | FALSE |
32 | METSIM | Adipose | EFR3B | 0.04 | 0.00 | bslmm | 357 | 0.00 | 9.7e-02 | 5.87 | 5.5 | 4.9e-08 | -0.04 | 0.06 | 0.04 | FALSE |
33 | NTR | Blood | ITSN2 | 0.02 | 0.00 | bslmm | 345 | 0.01 | 2.9e-03 | -8.51 | 8.2 | 2.7e-16 | 0.06 | 0.05 | 0.05 | TRUE |
34 | ROSMAP | Brain Pre-frontal Cortex | ADCY3 | 0.17 | 0.26 | enet | 32 | 0.26 | 6.8e-33 | -7.49 | 7.8 | 4.0e-15 | 0.37 | 1.00 | 0.00 | FALSE |
35 | ROSMAP | Brain Pre-frontal Cortex | CENPO | 0.08 | 0.04 | enet | 5 | 0.05 | 2.6e-07 | 6.35 | 6.5 | 6.9e-11 | 0.16 | 1.00 | 0.00 | FALSE |
36 | YFS | Blood | CENPO | 0.09 | 0.06 | lasso | 6 | 0.07 | 6.7e-21 | -8.27 | 8.6 | 8.8e-18 | 0.11 | 1.00 | 0.00 | TRUE |
37 | YFS | Blood | POMC | 0.35 | 0.05 | enet | 71 | 0.19 | 5.7e-59 | 9.52 | 7.1 | 1.2e-12 | 0.26 | 1.00 | 0.00 | FALSE |
38 | The Cancer Genome Atlas | Breast Invasive Carcinoma | ADCY3 | 0.05 | 0.03 | blup | 81 | 0.03 | 5.0e-07 | -8.59 | 7.7 | 1.9e-14 | 0.18 | 0.44 | 0.52 | FALSE |
39 | The Cancer Genome Atlas | Breast Invasive Carcinoma | FKBP1B | 0.04 | 0.02 | blup | 41 | 0.02 | 3.6e-05 | -4.98 | 6.3 | 2.5e-10 | 0.01 | 0.43 | 0.06 | FALSE |
40 | The Cancer Genome Atlas | Glioblastoma Multiforme | ADCY3 | 0.36 | 0.14 | enet | 7 | 0.13 | 8.9e-05 | -8.04 | 8.0 | 1.3e-15 | 0.11 | 0.04 | 0.06 | FALSE |
41 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | POMC | 0.06 | 0.00 | enet | 12 | 0.03 | 9.3e-05 | 0.35 | 5.2 | 2.0e-07 | 0.17 | 0.02 | 0.04 | TRUE |
42 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | ADCY3 | 0.08 | 0.03 | enet | 16 | 0.03 | 1.5e-04 | -8.54 | 8.3 | 1.0e-16 | 0.07 | 0.03 | 0.16 | FALSE |
43 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | EFR3B | 0.03 | 0.05 | lasso | 1 | 0.04 | 1.9e-05 | 7.35 | 7.3 | 2.0e-13 | 0.34 | 0.17 | 0.72 | FALSE |
44 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | NCOA1 | 0.08 | 0.07 | blup | 77 | 0.05 | 5.8e-04 | 0.32 | -5.3 | 1.1e-07 | -0.07 | 0.27 | 0.04 | FALSE |
45 | The Cancer Genome Atlas | Brain Lower Grade Glioma | ADCY3 | 0.03 | 0.02 | blup | 81 | 0.02 | 7.1e-04 | -7.50 | 8.1 | 5.2e-16 | 0.34 | 0.51 | 0.03 | FALSE |
46 | The Cancer Genome Atlas | Lung Adenocarcinoma | DNAJC27 | 0.05 | 0.01 | blup | 46 | 0.04 | 3.2e-05 | -3.19 | 6.6 | 5.5e-11 | 0.27 | 0.44 | 0.49 | FALSE |
47 | The Cancer Genome Atlas | Lung Adenocarcinoma | NCOA1 | 0.02 | 0.01 | blup | 77 | 0.01 | 1.2e-02 | 1.30 | 5.2 | 2.1e-07 | 0.15 | 0.04 | 0.66 | FALSE |
48 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | ADCY3 | 0.06 | 0.01 | enet | 9 | 0.02 | 1.0e-03 | -8.51 | 5.5 | 3.6e-08 | 0.04 | 0.05 | 0.06 | FALSE |
49 | The Cancer Genome Atlas | Ovarian Serous Cystadenocarcinoma | POMC | 0.19 | 0.01 | blup | 38 | 0.05 | 1.5e-04 | 9.52 | 6.7 | 2.1e-11 | 0.31 | 0.02 | 0.06 | TRUE |
50 | The Cancer Genome Atlas | Pancreatic Adenocarcinoma | EFR3B | 0.26 | 0.01 | lasso | 4 | 0.05 | 3.8e-03 | -7.44 | -8.0 | 1.9e-15 | -0.21 | 0.03 | 0.11 | FALSE |
51 | The Cancer Genome Atlas | Prostate Adenocarcinoma | ADCY3 | 0.09 | 0.02 | enet | 11 | 0.04 | 3.2e-05 | -8.04 | 6.1 | 1.2e-09 | -0.02 | 0.12 | 0.05 | FALSE |
52 | The Cancer Genome Atlas | Rectum Adenocarcinoma | PFN4 | 0.38 | 0.11 | lasso | 5 | 0.05 | 2.8e-02 | -4.98 | -5.3 | 1.4e-07 | -0.01 | 0.01 | 0.56 | FALSE |