Best TWAS P=1.85e-15 · Best GWAS P=6e-14 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 | LRP4 | 0.04 | 0.05 | lasso | 4 | 0.04 | 6.6e-06 | -6.2 | -6.8 | 1.5e-11 | -0.34 | 0.84 | 0.15 | TRUE |
2 | CommonMind | Brain Pre-frontal Cortex | MTCH2 | 0.03 | 0.00 | bslmm | 299 | 0.00 | 1.1e-01 | 3.3 | -5.6 | 2.1e-08 | -0.27 | 0.14 | 0.07 | FALSE |
3 | GTEx | Adipose Subcutaneous | ARHGAP1 | 0.08 | 0.03 | lasso | 6 | 0.05 | 3.4e-05 | -6.5 | 6.1 | 9.2e-10 | 0.39 | 0.08 | 0.91 | TRUE |
4 | GTEx | Artery Aorta | CKAP5 | 0.09 | 0.12 | lasso | 1 | 0.07 | 1.2e-04 | -5.5 | -5.5 | 4.0e-08 | -0.23 | 0.93 | 0.02 | FALSE |
5 | GTEx | Artery Tibial | LRP4 | 0.06 | 0.00 | lasso | 5 | 0.00 | 6.4e-01 | 5.8 | 6.3 | 2.6e-10 | 0.32 | 0.06 | 0.08 | FALSE |
6 | GTEx | Artery Tibial | ZNF408 | 0.10 | 0.00 | lasso | 6 | 0.04 | 2.0e-04 | -4.9 | 7.7 | 1.2e-14 | 0.49 | 0.12 | 0.66 | FALSE |
7 | GTEx | Brain Cerebellar Hemisphere | RP11-750H9.5 | 0.17 | 0.25 | lasso | 6 | 0.21 | 3.5e-06 | 6.4 | -6.4 | 2.0e-10 | -0.70 | 0.28 | 0.39 | FALSE |
8 | GTEx | Brain Cortex | MTCH2 | 0.21 | 0.19 | lasso | 6 | 0.16 | 4.0e-05 | -6.2 | -5.8 | 6.4e-09 | -0.28 | 0.39 | 0.09 | FALSE |
9 | GTEx | Brain Cortex | C1QTNF4 | 0.26 | 0.04 | lasso | 8 | 0.02 | 1.2e-01 | 5.1 | 6.1 | 9.9e-10 | 0.56 | 0.05 | 0.05 | FALSE |
10 | GTEx | Breast Mammary Tissue | ARHGAP1 | 0.05 | 0.00 | enet | 14 | 0.01 | 1.3e-01 | -4.9 | 5.7 | 1.5e-08 | 0.44 | 0.11 | 0.26 | FALSE |
11 | GTEx | Cells Transformed fibroblasts | FNBP4 | 0.11 | 0.05 | lasso | 8 | 0.08 | 1.6e-06 | 5.0 | -5.7 | 1.0e-08 | -0.48 | 0.98 | 0.01 | FALSE |
12 | GTEx | Cells Transformed fibroblasts | PACSIN3 | 0.07 | 0.00 | enet | 7 | 0.01 | 1.2e-01 | -6.3 | 5.1 | 2.8e-07 | 0.17 | 0.11 | 0.10 | FALSE |
13 | GTEx | Esophagus Gastroesophageal Junction | NUP160 | 0.18 | 0.02 | enet | 18 | 0.11 | 7.1e-05 | 4.1 | -7.2 | 5.3e-13 | -0.60 | 0.04 | 0.85 | FALSE |
14 | GTEx | Esophagus Mucosa | ARFGAP2 | 0.05 | 0.06 | lasso | 4 | 0.05 | 4.4e-04 | -5.4 | -5.3 | 9.3e-08 | -0.37 | 0.32 | 0.05 | FALSE |
15 | GTEx | Esophagus Muscularis | MTCH2 | 0.09 | 0.04 | lasso | 6 | 0.02 | 1.8e-02 | -6.2 | -7.2 | 5.1e-13 | -0.57 | 0.32 | 0.44 | FALSE |
16 | GTEx | Esophagus Muscularis | CKAP5 | 0.05 | 0.03 | lasso | 4 | 0.04 | 3.3e-03 | -5.5 | -5.9 | 4.2e-09 | -0.26 | 0.41 | 0.07 | FALSE |
17 | GTEx | Esophagus Muscularis | ARHGAP1 | 0.07 | 0.08 | lasso | 3 | 0.07 | 6.1e-05 | -5.5 | 5.6 | 2.5e-08 | 0.26 | 0.37 | 0.57 | FALSE |
18 | GTEx | Liver | C1QTNF4 | 0.25 | 0.14 | enet | 16 | 0.20 | 2.3e-06 | -3.8 | 6.4 | 2.1e-10 | 0.58 | 0.34 | 0.41 | TRUE |
19 | GTEx | Lung | C1QTNF4 | 0.18 | 0.15 | lasso | 6 | 0.13 | 3.2e-10 | -4.7 | 5.1 | 2.9e-07 | 0.36 | 0.94 | 0.06 | FALSE |
20 | GTEx | Nerve Tibial | CELF1 | 0.08 | 0.02 | enet | 15 | 0.06 | 4.3e-05 | 6.0 | -5.3 | 8.8e-08 | -0.70 | 0.06 | 0.75 | FALSE |
21 | GTEx | Ovary | ARHGAP1 | 0.25 | 0.09 | lasso | 16 | 0.18 | 3.8e-05 | -3.4 | 5.3 | 8.8e-08 | 0.31 | 0.20 | 0.35 | TRUE |
22 | GTEx | Pancreas | LRP4 | 0.11 | 0.10 | enet | 16 | 0.14 | 1.8e-06 | -5.4 | 5.5 | 4.2e-08 | 0.43 | 0.75 | 0.19 | TRUE |
23 | GTEx | Pituitary | MADD | 0.42 | 0.32 | lasso | 6 | 0.39 | 8.9e-11 | 7.5 | -8.0 | 1.9e-15 | -0.89 | 0.00 | 1.00 | TRUE |
24 | GTEx | Prostate | CELF1 | 0.17 | 0.16 | lasso | 2 | 0.12 | 6.2e-04 | -6.3 | -6.3 | 3.6e-10 | -0.29 | 0.18 | 0.07 | FALSE |
25 | GTEx | Prostate | ZNF408 | 0.19 | 0.10 | lasso | 2 | 0.10 | 1.6e-03 | -6.2 | 5.9 | 4.4e-09 | 0.28 | 0.06 | 0.58 | FALSE |
26 | GTEx | Skin Not Sun Exposed Suprapubic | ARHGAP1 | 0.06 | 0.01 | lasso | 9 | 0.00 | 2.8e-01 | -6.2 | 6.1 | 1.3e-09 | 0.32 | 0.08 | 0.55 | FALSE |
27 | GTEx | Skin Sun Exposed Lower leg | DDB2 | 0.08 | 0.10 | lasso | 4 | 0.10 | 5.8e-09 | -5.6 | -6.3 | 3.0e-10 | -0.36 | 0.92 | 0.08 | FALSE |
28 | GTEx | Skin Sun Exposed Lower leg | C1QTNF4 | 0.25 | 0.22 | lasso | 12 | 0.23 | 4.2e-19 | -3.8 | 5.5 | 4.2e-08 | 0.47 | 0.97 | 0.03 | FALSE |
29 | GTEx | Skin Sun Exposed Lower leg | ARHGAP1 | 0.08 | 0.01 | lasso | 5 | 0.02 | 1.4e-02 | -4.9 | 5.5 | 4.1e-08 | 0.35 | 0.21 | 0.28 | FALSE |
30 | GTEx | Spleen | C1QTNF4 | 0.31 | 0.28 | enet | 29 | 0.34 | 1.8e-09 | -6.2 | 6.2 | 7.4e-10 | 0.46 | 0.88 | 0.08 | TRUE |
31 | GTEx | Testis | C1QTNF4 | 0.14 | 0.12 | lasso | 4 | 0.11 | 1.6e-05 | 5.1 | 6.2 | 7.1e-10 | 0.54 | 0.81 | 0.04 | FALSE |
32 | GTEx | Whole Blood | C1QTNF4 | 0.09 | 0.05 | lasso | 3 | 0.03 | 1.4e-03 | -6.1 | 6.1 | 1.4e-09 | 0.35 | 0.59 | 0.08 | FALSE |
33 | METSIM | Adipose | C1QTNF4 | 0.24 | 0.31 | lasso | 7 | 0.31 | 1.2e-46 | -6.2 | 6.1 | 1.2e-09 | 0.34 | 0.88 | 0.12 | FALSE |
34 | METSIM | Adipose | DDB2 | 0.03 | 0.03 | lasso | 2 | 0.02 | 1.9e-04 | -6.0 | 6.3 | 3.5e-10 | 0.25 | 0.70 | 0.17 | FALSE |
35 | METSIM | Adipose | NR1H3 | 0.03 | 0.03 | lasso | 6 | 0.04 | 4.7e-06 | 6.2 | -7.3 | 3.4e-13 | -0.85 | 0.02 | 0.98 | FALSE |
36 | NTR | Blood | MTCH2 | 0.02 | 0.04 | lasso | 1 | 0.04 | 1.3e-11 | -6.2 | 6.2 | 7.7e-10 | 0.37 | 0.89 | 0.11 | FALSE |
37 | ROSMAP | Brain Pre-frontal Cortex | MTCH2 | 0.35 | 0.40 | enet | 9 | 0.40 | 4.7e-56 | -6.2 | -6.0 | 2.0e-09 | -0.37 | 0.89 | 0.11 | FALSE |
38 | ROSMAP | Brain Pre-frontal Cortex | FNBP4 | 0.04 | 0.04 | lasso | 3 | 0.04 | 8.2e-06 | 5.2 | -5.9 | 3.9e-09 | -0.63 | 0.94 | 0.05 | FALSE |
39 | ROSMAP | Brain Pre-frontal Cortex | LRP4 | 0.04 | 0.06 | blup | 286 | 0.05 | 3.5e-07 | -3.7 | -5.5 | 3.3e-08 | -0.35 | 0.95 | 0.05 | FALSE |
40 | ROSMAP | Brain Pre-frontal Cortex | DDB2 | 0.04 | 0.03 | enet | 15 | 0.03 | 7.1e-05 | -6.3 | 5.9 | 3.1e-09 | 0.20 | 0.80 | 0.15 | FALSE |
41 | ROSMAP | Brain Pre-frontal Cortex | C11orf49 | 0.02 | 0.02 | blup | 322 | 0.02 | 3.3e-04 | -5.1 | -5.5 | 2.9e-08 | -0.35 | 0.87 | 0.06 | FALSE |
42 | ROSMAP | Brain Pre-frontal Cortex | ZNF408 | 0.04 | 0.02 | blup | 243 | 0.03 | 5.0e-05 | -5.6 | 5.3 | 1.2e-07 | 0.18 | 0.21 | 0.77 | FALSE |
43 | The Cancer Genome Atlas | Bladder Urothelial Carcinoma | C1QTNF4 | 0.06 | 0.07 | lasso | 2 | 0.06 | 4.9e-06 | -6.2 | 5.7 | 1.2e-08 | 0.36 | 0.00 | 1.00 | FALSE |
44 | The Cancer Genome Atlas | Breast Invasive Carcinoma | MYBPC3 | 0.02 | 0.01 | blup | 43 | 0.01 | 3.4e-03 | -4.7 | 5.6 | 2.0e-08 | 0.46 | 0.19 | 0.18 | FALSE |
45 | The Cancer Genome Atlas | Breast Invasive Carcinoma | NUP160 | 0.03 | 0.01 | blup | 44 | 0.01 | 1.9e-03 | -6.4 | -5.6 | 2.1e-08 | -0.24 | 0.00 | 0.76 | TRUE |
46 | The Cancer Genome Atlas | Colon Adenocarcinoma | PSMC3 | 0.09 | 0.05 | blup | 39 | 0.05 | 1.0e-03 | 6.4 | -6.3 | 2.3e-10 | -0.56 | 0.02 | 0.82 | FALSE |
47 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | C1QTNF4 | 0.06 | 0.08 | lasso | 3 | 0.08 | 7.5e-09 | -6.2 | 6.2 | 5.4e-10 | 0.36 | 0.00 | 1.00 | FALSE |
48 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | FNBP4 | 0.10 | 0.03 | blup | 45 | 0.05 | 7.7e-06 | -6.0 | -6.5 | 5.8e-11 | -0.36 | 0.01 | 0.98 | FALSE |
49 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | NUP160 | 0.08 | 0.03 | blup | 42 | 0.04 | 6.7e-05 | -6.3 | -5.9 | 4.8e-09 | -0.35 | 0.01 | 0.96 | FALSE |
50 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | PSMC3 | 0.05 | 0.01 | lasso | 3 | 0.02 | 9.4e-04 | 4.5 | -6.0 | 2.5e-09 | -0.31 | 0.03 | 0.09 | FALSE |
51 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | C1QTNF4 | 0.12 | 0.14 | enet | 4 | 0.16 | 6.5e-18 | -6.2 | 5.5 | 5.1e-08 | 0.35 | 0.00 | 1.00 | FALSE |
52 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | C1QTNF4 | 0.13 | 0.16 | lasso | 1 | 0.16 | 3.1e-09 | -6.2 | 6.2 | 5.2e-10 | 0.37 | 0.00 | 1.00 | FALSE |
53 | The Cancer Genome Atlas | Brain Lower Grade Glioma | MTCH2 | 0.11 | 0.11 | lasso | 2 | 0.10 | 6.4e-12 | -6.2 | -6.2 | 4.5e-10 | -0.37 | 0.00 | 1.00 | FALSE |
54 | The Cancer Genome Atlas | Liver Hepatocellular Carcinoma | C1QTNF4 | 0.19 | 0.19 | lasso | 3 | 0.19 | 3.2e-09 | -6.2 | 6.2 | 4.5e-10 | 0.37 | 0.00 | 1.00 | FALSE |
55 | The Cancer Genome Atlas | Prostate Adenocarcinoma | NUP160 | 0.03 | 0.02 | enet | 7 | 0.02 | 6.3e-03 | -6.4 | -7.0 | 2.6e-12 | -0.51 | 0.01 | 0.91 | FALSE |
56 | The Cancer Genome Atlas | Stomach Adenocarcinoma | C1QTNF4 | 0.06 | 0.04 | lasso | 4 | 0.03 | 4.3e-03 | -6.2 | 5.7 | 1.4e-08 | 0.35 | 0.00 | 0.92 | FALSE |