Best TWAS P=7.7e-23 · Best GWAS P=1.4e-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 | BICD2 | 0.06 | 0.04 | blup | 424 | 0.04 | 6.9e-06 | 6.9 | 5.9 | 4.4e-09 | 0.80 | 0.13 | 0.87 | FALSE |
2 | GTEx | Adipose Subcutaneous | ECM2 | 0.05 | 0.00 | lasso | 4 | 0.00 | 1.2e-01 | -6.9 | 6.1 | 1.1e-09 | 0.23 | 0.20 | 0.05 | FALSE |
3 | GTEx | Adipose Subcutaneous | FGD3 | 0.16 | 0.12 | lasso | 5 | 0.11 | 4.8e-09 | 5.1 | 5.4 | 7.1e-08 | 0.00 | 1.00 | 0.00 | FALSE |
4 | GTEx | Artery Aorta | ECM2 | 0.11 | 0.10 | lasso | 10 | 0.09 | 1.1e-05 | 7.6 | 9.0 | 2.0e-19 | 0.87 | 0.07 | 0.93 | FALSE |
5 | GTEx | Brain Cerebellar Hemisphere | BICD2 | 0.27 | 0.06 | lasso | 9 | 0.04 | 3.9e-02 | 7.6 | 6.9 | 4.8e-12 | 0.82 | 0.06 | 0.56 | FALSE |
6 | GTEx | Brain Cerebellum | ZNF484 | 0.21 | 0.01 | lasso | 9 | 0.01 | 1.7e-01 | 8.7 | 8.0 | 1.4e-15 | 0.91 | 0.04 | 0.65 | FALSE |
7 | GTEx | Brain Cerebellum | BICD2 | 0.23 | 0.06 | enet | 21 | 0.17 | 8.5e-06 | 8.7 | 8.7 | 2.3e-18 | 0.48 | 0.05 | 0.47 | FALSE |
8 | GTEx | Brain Cerebellum | ANKRD19P | 0.22 | 0.00 | enet | 25 | 0.03 | 3.4e-02 | 8.6 | 6.5 | 7.8e-11 | 0.73 | 0.03 | 0.78 | FALSE |
9 | GTEx | Cells Transformed fibroblasts | IPPK | 0.11 | 0.09 | lasso | 8 | 0.07 | 7.8e-06 | -8.0 | -8.8 | 8.7e-19 | -0.59 | 0.70 | 0.29 | FALSE |
10 | GTEx | Colon Sigmoid | BICD2 | 0.21 | 0.00 | lasso | 6 | 0.06 | 4.6e-03 | 7.5 | 5.6 | 1.7e-08 | 0.61 | 0.06 | 0.56 | TRUE |
11 | GTEx | Esophagus Mucosa | CENPP | 0.09 | 0.01 | lasso | 5 | 0.02 | 2.1e-02 | 7.5 | -8.3 | 7.7e-17 | -0.87 | 0.03 | 0.94 | TRUE |
12 | GTEx | Esophagus Muscularis | BICD2 | 0.09 | 0.02 | enet | 26 | 0.07 | 5.0e-05 | 8.0 | 8.4 | 3.4e-17 | 0.54 | 0.04 | 0.79 | FALSE |
13 | GTEx | Heart Left Ventricle | ECM2 | 0.07 | 0.05 | lasso | 3 | 0.02 | 3.1e-02 | 9.0 | 8.6 | 7.8e-18 | 0.90 | 0.02 | 0.94 | FALSE |
14 | GTEx | Lung | FGD3 | 0.23 | 0.11 | lasso | 7 | 0.09 | 1.4e-07 | 5.2 | 5.5 | 3.6e-08 | -0.02 | 1.00 | 0.00 | FALSE |
15 | GTEx | Muscle Skeletal | FGD3 | 0.17 | 0.04 | lasso | 6 | 0.02 | 1.8e-03 | 5.1 | 5.4 | 7.9e-08 | 0.01 | 0.26 | 0.03 | FALSE |
16 | GTEx | Nerve Tibial | ECM2 | 0.08 | 0.02 | lasso | 5 | 0.01 | 1.1e-01 | 7.5 | 7.3 | 2.8e-13 | 0.87 | 0.03 | 0.80 | FALSE |
17 | GTEx | Nerve Tibial | FGD3 | 0.41 | 0.22 | enet | 42 | 0.26 | 1.7e-18 | 5.1 | 6.0 | 1.6e-09 | 0.19 | 1.00 | 0.00 | TRUE |
18 | GTEx | Nerve Tibial | C9orf89 | 0.21 | 0.11 | lasso | 6 | 0.08 | 1.4e-06 | 4.4 | -5.6 | 2.5e-08 | -0.13 | 0.97 | 0.00 | FALSE |
19 | GTEx | Pancreas | FGD3 | 0.22 | 0.08 | lasso | 4 | 0.10 | 6.1e-05 | 5.1 | 5.2 | 1.5e-07 | -0.03 | 0.79 | 0.01 | FALSE |
20 | GTEx | Skin Not Sun Exposed Suprapubic | CENPP | 0.23 | 0.09 | lasso | 11 | 0.07 | 9.6e-05 | 8.7 | -6.4 | 1.5e-10 | -0.82 | 0.04 | 0.95 | FALSE |
21 | GTEx | Skin Sun Exposed Lower leg | IPPK | 0.17 | 0.07 | enet | 8 | 0.07 | 2.7e-06 | 8.0 | -7.8 | 6.7e-15 | -0.64 | 0.84 | 0.13 | FALSE |
22 | GTEx | Skin Sun Exposed Lower leg | C9orf89 | 0.26 | 0.12 | enet | 22 | 0.18 | 4.7e-15 | 4.4 | -5.2 | 2.2e-07 | -0.09 | 1.00 | 0.00 | FALSE |
23 | GTEx | Spleen | BICD2 | 0.26 | 0.25 | lasso | 9 | 0.24 | 6.4e-07 | 7.9 | 7.9 | 2.6e-15 | 0.90 | 0.04 | 0.96 | FALSE |
24 | GTEx | Thyroid | FGD3 | 0.24 | 0.15 | lasso | 6 | 0.12 | 9.4e-10 | 5.1 | 5.2 | 2.0e-07 | 0.01 | 1.00 | 0.00 | FALSE |
25 | GTEx | Uterus | ZNF484 | 0.23 | 0.05 | lasso | 3 | 0.05 | 3.0e-02 | -6.5 | 6.2 | 6.3e-10 | 0.21 | 0.08 | 0.08 | FALSE |
26 | GTEx | Whole Blood | BICD2 | 0.06 | 0.02 | lasso | 2 | 0.01 | 1.8e-02 | 7.9 | 7.9 | 2.2e-15 | 0.90 | 0.04 | 0.93 | TRUE |
27 | GTEx | Whole Blood | RP11-165J3.6 | 0.10 | 0.07 | lasso | 4 | 0.05 | 1.1e-05 | -6.9 | -6.8 | 1.2e-11 | 0.00 | 0.01 | 0.98 | TRUE |
28 | METSIM | Adipose | C9orf89 | 0.14 | 0.11 | enet | 27 | 0.12 | 8.3e-17 | 4.4 | -5.7 | 9.9e-09 | -0.11 | 1.00 | 0.00 | FALSE |
29 | METSIM | Adipose | FGD3 | 0.07 | 0.05 | bslmm | 460 | 0.05 | 1.3e-07 | 5.1 | 6.2 | 4.7e-10 | 0.07 | 1.00 | 0.00 | TRUE |
30 | The Cancer Genome Atlas | Breast Invasive Carcinoma | CENPP | 0.07 | 0.03 | lasso | 5 | 0.06 | 2.1e-11 | 8.6 | -5.2 | 1.9e-07 | -0.82 | 0.00 | 1.00 | FALSE |
31 | The Cancer Genome Atlas | Breast Invasive Carcinoma | ECM2 | 0.03 | 0.02 | lasso | 5 | 0.02 | 3.9e-05 | -7.6 | 6.0 | 1.9e-09 | 0.18 | 0.01 | 0.98 | FALSE |
32 | The Cancer Genome Atlas | Cervical Squamous Cell Carcinoma | IPPK | 0.06 | 0.03 | blup | 49 | 0.04 | 5.8e-03 | 7.9 | -9.2 | 5.8e-20 | -0.72 | 0.03 | 0.26 | FALSE |
33 | The Cancer Genome Atlas | Colon Adenocarcinoma | C9orf89 | 0.06 | 0.00 | blup | 52 | 0.04 | 1.6e-03 | 4.4 | -6.5 | 1.1e-10 | -0.16 | 0.01 | 0.40 | TRUE |
34 | The Cancer Genome Atlas | Colon Adenocarcinoma | CENPP | 0.21 | 0.04 | enet | 16 | 0.10 | 1.9e-06 | 8.7 | -5.8 | 9.1e-09 | -0.63 | 0.01 | 0.97 | FALSE |
35 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | BICD2 | 0.14 | 0.06 | blup | 52 | 0.07 | 5.2e-08 | 7.9 | 5.9 | 4.8e-09 | 0.59 | 0.98 | 0.02 | FALSE |
36 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | CENPP | 0.06 | 0.02 | blup | 160 | 0.04 | 6.3e-05 | 8.7 | -5.7 | 1.0e-08 | -0.81 | 0.00 | 0.99 | FALSE |
37 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | ZNF484 | 0.04 | 0.00 | enet | 5 | 0.02 | 1.4e-03 | 6.3 | 5.6 | 2.7e-08 | 0.46 | 0.01 | 0.14 | FALSE |
38 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | BICD2 | 0.10 | 0.03 | blup | 52 | 0.03 | 1.3e-02 | 8.7 | 9.2 | 5.8e-20 | 0.91 | 0.01 | 0.68 | FALSE |
39 | The Cancer Genome Atlas | Brain Lower Grade Glioma | BICD2 | 0.06 | 0.02 | blup | 52 | 0.05 | 2.9e-06 | 9.0 | 9.8 | 7.7e-23 | 0.86 | 0.00 | 1.00 | TRUE |
40 | The Cancer Genome Atlas | Lung Adenocarcinoma | ECM2 | 0.10 | 0.04 | lasso | 2 | 0.04 | 4.2e-05 | 7.5 | 8.2 | 3.7e-16 | 0.78 | 0.01 | 0.97 | FALSE |
41 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | C9orf89 | 0.04 | 0.02 | lasso | 4 | 0.03 | 2.5e-04 | 4.4 | -5.2 | 2.1e-07 | -0.15 | 0.06 | 0.26 | FALSE |
42 | The Cancer Genome Atlas | Ovarian Serous Cystadenocarcinoma | IPPK | 0.03 | 0.02 | blup | 51 | 0.01 | 3.2e-02 | 7.7 | -9.5 | 1.4e-21 | -0.89 | 0.04 | 0.54 | FALSE |
43 | The Cancer Genome Atlas | Prostate Adenocarcinoma | ECM2 | 0.19 | 0.04 | enet | 15 | 0.09 | 3.3e-09 | 7.5 | 7.1 | 1.5e-12 | 0.66 | 0.01 | 0.97 | FALSE |
44 | The Cancer Genome Atlas | Stomach Adenocarcinoma | CENPP | 0.14 | 0.03 | blup | 160 | 0.04 | 6.7e-04 | 8.6 | -5.7 | 1.5e-08 | -0.79 | 0.00 | 0.99 | FALSE |
45 | The Cancer Genome Atlas | Testicular Germ Cell Tumors | CENPP | 0.19 | 0.09 | blup | 158 | 0.08 | 7.1e-04 | 8.7 | -9.3 | 1.2e-20 | -0.85 | 0.00 | 0.93 | FALSE |
46 | The Cancer Genome Atlas | Thyroid Carcinoma | IPPK | 0.03 | 0.04 | blup | 50 | 0.04 | 6.7e-05 | 8.0 | -7.2 | 8.3e-13 | -0.85 | 0.14 | 0.80 | TRUE |