Best TWAS P=4.51e-21 · Best GWAS P=9.49e-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 | AAGAB | 0.06 | 0.05 | enet | 11 | 0.05 | 3.2e-07 | -7.0 | -7.2 | 4.4e-13 | 0.45 | 0.99 | 0.00 | FALSE |
2 | CommonMind | Brain Pre-frontal Cortex | IQCH | 0.13 | 0.11 | bslmm | 597 | 0.10 | 5.9e-12 | -7.4 | 6.8 | 1.0e-11 | -0.40 | 1.00 | 0.00 | FALSE |
3 | CommonMind | Brain Pre-frontal Cortex | MAP2K5 | 0.11 | 0.07 | bslmm | 474 | 0.08 | 1.2e-09 | -8.0 | 7.1 | 1.4e-12 | -0.74 | 0.53 | 0.47 | FALSE |
4 | GTEx | Adipose Subcutaneous | MAP2K5 | 0.14 | 0.18 | lasso | 4 | 0.18 | 1.0e-14 | -8.1 | 8.1 | 5.7e-16 | -0.82 | 0.76 | 0.24 | FALSE |
5 | GTEx | Adipose Visceral Omentum | MAP2K5 | 0.07 | 0.08 | lasso | 3 | 0.05 | 1.0e-03 | -8.2 | 8.4 | 3.0e-17 | -0.83 | 0.04 | 0.94 | FALSE |
6 | GTEx | Artery Aorta | MAP2K5 | 0.06 | 0.05 | enet | 6 | 0.05 | 7.7e-04 | -8.1 | 8.4 | 6.3e-17 | -0.83 | 0.16 | 0.76 | FALSE |
7 | GTEx | Artery Coronary | MAP2K5 | 0.11 | 0.00 | enet | 28 | 0.03 | 4.5e-02 | -7.4 | 7.4 | 9.9e-14 | -0.61 | 0.10 | 0.30 | FALSE |
8 | GTEx | Artery Tibial | MAP2K5 | 0.15 | 0.18 | lasso | 3 | 0.18 | 6.3e-14 | -8.1 | 8.2 | 1.6e-16 | -0.81 | 0.67 | 0.33 | FALSE |
9 | GTEx | Brain Cerebellum | MAP2K5 | 0.27 | 0.12 | lasso | 5 | 0.14 | 7.9e-05 | -7.2 | 8.1 | 7.7e-16 | -0.69 | 0.33 | 0.35 | FALSE |
10 | GTEx | Brain Hippocampus | IQCH-AS1 | 0.20 | 0.08 | enet | 11 | 0.05 | 2.2e-02 | 3.6 | -5.7 | 1.3e-08 | 0.47 | 0.14 | 0.24 | FALSE |
11 | GTEx | Breast Mammary Tissue | MAP2K5 | 0.14 | 0.07 | lasso | 5 | 0.09 | 2.8e-05 | -8.6 | 7.3 | 3.1e-13 | -0.89 | 0.04 | 0.96 | FALSE |
12 | GTEx | Cells Transformed fibroblasts | SMAD3 | 0.12 | 0.01 | lasso | 9 | 0.06 | 3.6e-05 | -1.1 | -6.5 | 1.0e-10 | 0.19 | 0.25 | 0.04 | FALSE |
13 | GTEx | Esophagus Muscularis | MAP2K5 | 0.24 | 0.14 | lasso | 4 | 0.13 | 2.1e-08 | -8.1 | 8.3 | 1.5e-16 | -0.82 | 0.74 | 0.26 | FALSE |
14 | GTEx | Heart Atrial Appendage | MAP2K5 | 0.16 | 0.08 | lasso | 5 | 0.16 | 1.3e-07 | -8.0 | 7.7 | 1.2e-14 | -0.78 | 0.07 | 0.93 | FALSE |
15 | GTEx | Heart Left Ventricle | MAP2K5 | 0.10 | 0.10 | lasso | 3 | 0.10 | 9.4e-06 | -8.1 | 8.0 | 1.3e-15 | -0.84 | 0.43 | 0.53 | FALSE |
16 | GTEx | Lung | MAP2K5 | 0.12 | 0.09 | enet | 11 | 0.07 | 3.6e-06 | -8.0 | 7.4 | 1.5e-13 | -0.76 | 0.60 | 0.38 | FALSE |
17 | GTEx | Muscle Skeletal | MAP2K5 | 0.08 | 0.03 | lasso | 6 | 0.05 | 1.9e-05 | 6.0 | 8.2 | 1.7e-16 | -0.69 | 0.02 | 0.98 | TRUE |
18 | GTEx | Muscle Skeletal | SMAD3 | 0.13 | 0.10 | enet | 8 | 0.10 | 4.2e-10 | 5.9 | 5.8 | 6.3e-09 | -0.02 | 1.00 | 0.00 | FALSE |
19 | GTEx | Nerve Tibial | MAP2K5 | 0.19 | 0.21 | lasso | 2 | 0.20 | 3.3e-14 | -8.1 | 8.1 | 7.5e-16 | -0.82 | 0.74 | 0.26 | FALSE |
20 | GTEx | Ovary | MAP2K5 | 0.19 | 0.24 | lasso | 3 | 0.21 | 8.3e-06 | -8.1 | 8.2 | 2.5e-16 | -0.81 | 0.09 | 0.79 | FALSE |
21 | GTEx | Skin Sun Exposed Lower leg | MAP2K5 | 0.13 | 0.06 | lasso | 4 | 0.09 | 4.4e-08 | 3.6 | 6.4 | 1.2e-10 | -0.68 | 0.81 | 0.18 | FALSE |
22 | GTEx | Spleen | MAP2K5 | 0.25 | 0.19 | lasso | 3 | 0.18 | 2.1e-05 | -8.1 | 6.8 | 1.3e-11 | -0.80 | 0.09 | 0.83 | FALSE |
23 | GTEx | Thyroid | MAP2K5 | 0.11 | 0.16 | lasso | 4 | 0.15 | 9.6e-12 | -8.1 | 8.3 | 1.4e-16 | -0.82 | 0.67 | 0.33 | FALSE |
24 | GTEx | Whole Blood | MAP2K5 | 0.09 | 0.06 | lasso | 6 | 0.06 | 8.1e-06 | -8.1 | 9.4 | 4.5e-21 | -0.79 | 0.52 | 0.39 | TRUE |
25 | METSIM | Adipose | IQCH | 0.04 | 0.02 | bslmm | 593 | 0.02 | 3.3e-04 | -2.0 | 6.2 | 7.9e-10 | -0.09 | 0.39 | 0.35 | TRUE |
26 | METSIM | Adipose | MAP2K5 | 0.07 | 0.05 | enet | 19 | 0.06 | 2.8e-09 | -8.5 | 7.6 | 2.7e-14 | -0.87 | 0.03 | 0.97 | TRUE |
27 | NTR | Blood | MAP2K5 | 0.02 | 0.00 | enet | 13 | 0.01 | 5.7e-04 | -7.9 | 6.5 | 7.8e-11 | -0.74 | 0.28 | 0.66 | FALSE |
28 | YFS | Blood | MAP2K1 | 0.07 | 0.05 | lasso | 3 | 0.05 | 2.0e-17 | -5.2 | 5.5 | 3.3e-08 | -0.07 | 0.17 | 0.83 | TRUE |
29 | YFS | Blood | MAP2K5 | 0.05 | 0.07 | lasso | 4 | 0.07 | 1.2e-21 | -8.1 | 7.9 | 3.4e-15 | -0.82 | 0.79 | 0.21 | FALSE |
30 | The Cancer Genome Atlas | Bladder Urothelial Carcinoma | IQCH | 0.13 | 0.07 | blup | 112 | 0.10 | 5.2e-09 | -5.2 | 6.9 | 5.4e-12 | -0.25 | 0.82 | 0.17 | FALSE |
31 | The Cancer Genome Atlas | Breast Invasive Carcinoma | IQCH | 0.06 | 0.05 | blup | 112 | 0.06 | 5.2e-12 | -7.3 | 8.5 | 1.4e-17 | -0.49 | 0.55 | 0.45 | TRUE |
32 | The Cancer Genome Atlas | Colon Adenocarcinoma | IQCH | 0.08 | 0.02 | blup | 111 | 0.05 | 4.2e-04 | -5.1 | 6.7 | 2.4e-11 | -0.47 | 0.37 | 0.21 | FALSE |
33 | The Cancer Genome Atlas | Glioblastoma Multiforme | IQCH | 0.19 | 0.14 | enet | 21 | 0.12 | 2.4e-04 | -5.1 | 7.3 | 3.9e-13 | -0.59 | 0.12 | 0.78 | FALSE |
34 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | IQCH | 0.06 | 0.04 | blup | 111 | 0.03 | 1.0e-04 | -5.1 | 7.3 | 3.1e-13 | -0.33 | 0.47 | 0.10 | FALSE |
35 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | IQCH | 0.12 | 0.10 | enet | 22 | 0.12 | 4.0e-13 | -5.1 | 7.0 | 2.3e-12 | -0.30 | 1.00 | 0.00 | FALSE |
36 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | MAP2K5 | 0.03 | 0.03 | blup | 142 | 0.02 | 1.6e-03 | -8.0 | 7.1 | 1.4e-12 | -0.90 | 0.06 | 0.90 | TRUE |
37 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | IQCH | 0.13 | 0.01 | blup | 111 | 0.08 | 2.4e-05 | -2.8 | 5.5 | 2.9e-08 | -0.07 | 0.44 | 0.02 | FALSE |
38 | The Cancer Genome Atlas | Brain Lower Grade Glioma | IQCH | 0.05 | 0.04 | blup | 111 | 0.04 | 7.7e-06 | -5.2 | 7.3 | 2.6e-13 | -0.40 | 0.60 | 0.30 | FALSE |
39 | The Cancer Genome Atlas | Liver Hepatocellular Carcinoma | IQCH | 0.10 | 0.01 | blup | 111 | 0.03 | 1.4e-02 | 5.7 | 7.3 | 2.8e-13 | -0.31 | 0.05 | 0.26 | FALSE |
40 | The Cancer Genome Atlas | Lung Adenocarcinoma | IQCH | 0.04 | 0.02 | enet | 8 | 0.01 | 1.6e-02 | -6.1 | 7.6 | 2.8e-14 | -0.42 | 0.12 | 0.11 | FALSE |
41 | The Cancer Genome Atlas | Lung Adenocarcinoma | MAP2K5 | 0.04 | 0.04 | lasso | 3 | 0.03 | 8.7e-05 | -8.1 | 8.2 | 2.7e-16 | -0.84 | 0.10 | 0.88 | FALSE |
42 | The Cancer Genome Atlas | Lung Adenocarcinoma | SMAD3 | 0.06 | 0.06 | lasso | 2 | 0.06 | 2.5e-07 | 6.1 | 5.6 | 2.0e-08 | 0.01 | 0.91 | 0.02 | TRUE |
43 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | IQCH | 0.04 | 0.02 | enet | 6 | 0.03 | 1.6e-04 | -8.2 | 8.5 | 1.8e-17 | -0.73 | 0.01 | 0.98 | FALSE |
44 | The Cancer Genome Atlas | Ovarian Serous Cystadenocarcinoma | IQCH | 0.11 | 0.10 | blup | 112 | 0.10 | 2.3e-07 | -6.1 | 7.6 | 4.1e-14 | -0.57 | 0.06 | 0.94 | FALSE |
45 | The Cancer Genome Atlas | Pancreatic Adenocarcinoma | IQCH | 0.35 | 0.04 | blup | 112 | 0.12 | 1.5e-05 | -5.2 | 8.8 | 1.7e-18 | -0.40 | 0.34 | 0.30 | FALSE |
46 | The Cancer Genome Atlas | Prostate Adenocarcinoma | C15orf61 | 0.16 | 0.20 | lasso | 3 | 0.20 | 2.5e-20 | 5.5 | -5.1 | 2.8e-07 | 0.20 | 1.00 | 0.00 | FALSE |
47 | The Cancer Genome Atlas | Prostate Adenocarcinoma | IQCH | 0.19 | 0.07 | blup | 111 | 0.16 | 7.4e-17 | -2.7 | 6.7 | 2.6e-11 | -0.21 | 1.00 | 0.00 | FALSE |
48 | The Cancer Genome Atlas | Soft Tissue Sarcoma | IQCH | 0.08 | 0.09 | enet | 8 | 0.08 | 2.3e-05 | -5.1 | 5.2 | 2.7e-07 | -0.32 | 0.72 | 0.03 | FALSE |
49 | The Cancer Genome Atlas | Stomach Adenocarcinoma | IQCH | 0.08 | 0.03 | blup | 111 | 0.04 | 9.2e-04 | -5.2 | 7.8 | 5.1e-15 | -0.39 | 0.09 | 0.10 | TRUE |
50 | The Cancer Genome Atlas | Thyroid Carcinoma | IQCH | 0.15 | 0.17 | enet | 19 | 0.17 | 1.3e-16 | -5.1 | 6.5 | 1.2e-10 | -0.47 | 1.00 | 0.00 | FALSE |
51 | The Cancer Genome Atlas | Thyroid Carcinoma | LBXCOR1 | 0.06 | 0.01 | lasso | 3 | 0.03 | 7.0e-04 | -4.4 | 5.2 | 2.3e-07 | -0.62 | 0.09 | 0.54 | FALSE |
52 | The Cancer Genome Atlas | Thyroid Carcinoma | MAP2K5 | 0.10 | 0.06 | lasso | 5 | 0.04 | 6.1e-05 | -8.0 | 7.9 | 2.9e-15 | -0.86 | 0.50 | 0.48 | FALSE |