Best TWAS P=1.31e-25 · Best GWAS P=2.51e-25 conditioned to 1
# | 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 | FAM180B | 0.07 | 0.08 | lasso | 3 | 0.08 | 9.1e-10 | 10.282 | 9.8 | 9.4e-23 | 0.95 | 0.02 | 0.98 | FALSE |
2 | CommonMind | Brain Pre-frontal Cortex | MTCH2 | 0.03 | 0.00 | bslmm | 299 | 0.00 | 1.1e-01 | 0.071 | 7.6 | 2.7e-14 | 0.68 | 0.07 | 0.53 | FALSE |
3 | GTEx | Adipose Subcutaneous | ACP2 | 0.08 | 0.03 | enet | 18 | 0.03 | 3.5e-03 | -4.356 | 7.2 | 8.4e-13 | 0.73 | 0.08 | 0.78 | FALSE |
4 | GTEx | Adipose Subcutaneous | C1QTNF4 | 0.16 | 0.22 | lasso | 4 | 0.22 | 2.5e-18 | 10.399 | -10.0 | 1.2e-23 | -0.98 | 0.00 | 1.00 | FALSE |
5 | GTEx | Artery Aorta | C1QTNF4 | 0.09 | 0.10 | lasso | 1 | 0.08 | 3.2e-05 | 10.282 | -10.3 | 8.5e-25 | -1.00 | 0.00 | 0.99 | FALSE |
6 | GTEx | Brain Cerebellar Hemisphere | MADD | 0.44 | 0.14 | lasso | 7 | 0.21 | 4.0e-06 | -4.356 | 6.0 | 2.4e-09 | 0.50 | 0.33 | 0.19 | FALSE |
7 | GTEx | Brain Cerebellum | MADD | 0.21 | 0.00 | enet | 13 | 0.11 | 3.3e-04 | -3.002 | 6.9 | 4.6e-12 | 0.63 | 0.07 | 0.68 | FALSE |
8 | GTEx | Brain Cortex | MTCH2 | 0.21 | 0.19 | lasso | 6 | 0.16 | 4.0e-05 | 9.080 | 8.2 | 3.7e-16 | 0.79 | 0.35 | 0.18 | FALSE |
9 | GTEx | Brain Cortex | C1QTNF4 | 0.26 | 0.04 | lasso | 8 | 0.02 | 1.2e-01 | -8.535 | -8.8 | 1.2e-18 | -0.80 | 0.02 | 0.58 | FALSE |
10 | GTEx | Breast Mammary Tissue | C1QTNF4 | 0.10 | 0.06 | lasso | 2 | 0.03 | 8.5e-03 | 8.336 | -8.2 | 2.1e-16 | -0.82 | 0.10 | 0.68 | FALSE |
11 | GTEx | Breast Mammary Tissue (Female) | MADD | 0.13 | 0.04 | lasso | 3 | 0.05 | 1.3e-02 | 8.344 | 8.5 | 1.5e-17 | 0.81 | 0.05 | 0.31 | FALSE |
12 | GTEx | Breast Mammary Tissue (Female) | PSMC3 | 0.02 | 0.01 | lasso | 1 | 0.04 | 2.5e-02 | -5.357 | 5.4 | 8.5e-08 | 0.53 | 0.02 | 0.18 | FALSE |
13 | GTEx | Cells Transformed fibroblasts | FNBP4 | 0.11 | 0.05 | lasso | 8 | 0.08 | 1.6e-06 | -8.702 | 9.4 | 8.3e-21 | 0.88 | 0.04 | 0.96 | FALSE |
14 | GTEx | Cells Transformed fibroblasts | PSMC3 | 0.07 | 0.00 | enet | 13 | 0.02 | 2.3e-02 | -5.357 | 8.6 | 8.7e-18 | 0.83 | 0.03 | 0.77 | FALSE |
15 | GTEx | Cells Transformed fibroblasts | C1QTNF4 | 0.13 | 0.11 | enet | 19 | 0.12 | 5.2e-09 | 9.209 | -8.7 | 4.4e-18 | -0.84 | 0.03 | 0.97 | FALSE |
16 | GTEx | Cells Transformed fibroblasts | NDUFS3 | 0.08 | 0.01 | lasso | 2 | 0.01 | 3.3e-02 | 10.399 | -10.5 | 1.3e-25 | -0.98 | 0.00 | 0.98 | TRUE |
17 | GTEx | Colon Transverse | C1QTNF4 | 0.07 | 0.02 | lasso | 6 | 0.03 | 2.0e-02 | 10.399 | -10.1 | 5.8e-24 | -0.96 | 0.01 | 0.96 | FALSE |
18 | GTEx | Esophagus Mucosa | C1QTNF4 | 0.10 | 0.11 | lasso | 1 | 0.10 | 5.0e-07 | 10.282 | -10.3 | 8.5e-25 | -1.00 | 0.00 | 1.00 | FALSE |
19 | GTEx | Esophagus Muscularis | MTCH2 | 0.09 | 0.04 | lasso | 6 | 0.02 | 1.8e-02 | 9.209 | 8.1 | 5.0e-16 | 0.78 | 0.27 | 0.53 | FALSE |
20 | GTEx | Esophagus Muscularis | C1QTNF4 | 0.10 | 0.05 | enet | 23 | 0.06 | 1.4e-04 | 10.399 | -10.3 | 1.0e-24 | -0.93 | 0.01 | 0.99 | FALSE |
21 | GTEx | Heart Atrial Appendage | C1QTNF4 | 0.26 | 0.14 | lasso | 9 | 0.17 | 3.9e-08 | 10.282 | -10.1 | 8.8e-24 | -0.95 | 0.01 | 0.99 | FALSE |
22 | GTEx | Heart Left Ventricle | MADD | 0.14 | 0.01 | enet | 17 | 0.05 | 7.0e-04 | -3.709 | 7.9 | 2.2e-15 | 0.70 | 0.02 | 0.96 | FALSE |
23 | GTEx | Heart Left Ventricle | C1QTNF4 | 0.10 | 0.11 | lasso | 1 | 0.09 | 1.1e-05 | 10.282 | -10.3 | 8.5e-25 | -1.00 | 0.00 | 0.99 | FALSE |
24 | GTEx | Liver | PSMC3 | 0.15 | 0.09 | lasso | 4 | 0.07 | 5.9e-03 | 4.788 | 5.6 | 2.6e-08 | 0.59 | 0.09 | 0.10 | FALSE |
25 | GTEx | Liver | C1QTNF4 | 0.25 | 0.14 | enet | 16 | 0.20 | 2.3e-06 | 10.282 | -8.4 | 3.0e-17 | -0.84 | 0.02 | 0.97 | FALSE |
26 | GTEx | Lung | C1QTNF4 | 0.18 | 0.15 | lasso | 6 | 0.13 | 3.2e-10 | 8.297 | -9.3 | 1.6e-20 | -0.91 | 0.08 | 0.92 | FALSE |
27 | GTEx | Muscle Skeletal | MTCH2 | 0.05 | 0.03 | enet | 15 | 0.04 | 1.5e-04 | 8.127 | 8.9 | 7.4e-19 | 0.84 | 0.05 | 0.94 | FALSE |
28 | GTEx | Muscle Skeletal | C1QTNF4 | 0.09 | 0.14 | lasso | 3 | 0.13 | 9.9e-13 | 10.282 | -10.2 | 1.3e-24 | -0.98 | 0.00 | 1.00 | FALSE |
29 | GTEx | Nerve Tibial | SLC39A13 | 0.07 | 0.01 | enet | 14 | 0.02 | 7.6e-03 | 8.368 | 7.3 | 3.0e-13 | 0.70 | 0.13 | 0.34 | FALSE |
30 | GTEx | Nerve Tibial | C1QTNF4 | 0.20 | 0.23 | enet | 12 | 0.23 | 1.7e-16 | 10.282 | -9.6 | 6.5e-22 | -0.96 | 0.00 | 1.00 | FALSE |
31 | GTEx | Pituitary | MADD | 0.42 | 0.32 | lasso | 6 | 0.39 | 8.9e-11 | -2.131 | 6.1 | 1.2e-09 | 0.60 | 0.25 | 0.63 | FALSE |
32 | GTEx | Skin Not Sun Exposed Suprapubic | LRP4 | 0.13 | 0.00 | lasso | 7 | 0.02 | 3.5e-02 | -1.908 | -6.2 | 6.5e-10 | -0.60 | 0.04 | 0.73 | FALSE |
33 | GTEx | Skin Not Sun Exposed Suprapubic | C1QTNF4 | 0.32 | 0.18 | enet | 33 | 0.20 | 5.2e-11 | 10.282 | -9.3 | 2.0e-20 | -0.90 | 0.00 | 1.00 | FALSE |
34 | GTEx | Skin Sun Exposed Lower leg | PSMC3 | 0.20 | 0.05 | lasso | 7 | 0.10 | 1.2e-08 | -5.357 | 7.3 | 2.8e-13 | 0.68 | 0.68 | 0.29 | FALSE |
35 | GTEx | Skin Sun Exposed Lower leg | C1QTNF4 | 0.25 | 0.22 | lasso | 12 | 0.23 | 4.2e-19 | 10.282 | -10.0 | 1.8e-23 | -0.95 | 0.00 | 1.00 | FALSE |
36 | GTEx | Spleen | C1QTNF4 | 0.31 | 0.28 | enet | 29 | 0.34 | 1.8e-09 | 9.080 | -9.9 | 5.0e-23 | -0.89 | 0.07 | 0.92 | FALSE |
37 | GTEx | Testis | MTCH2 | 0.17 | 0.16 | lasso | 3 | 0.16 | 1.0e-07 | 8.336 | 8.4 | 6.0e-17 | 0.83 | 0.52 | 0.48 | FALSE |
38 | GTEx | Testis | C1QTNF4 | 0.14 | 0.12 | lasso | 4 | 0.11 | 1.6e-05 | -8.749 | -8.4 | 2.8e-17 | -0.73 | 0.28 | 0.67 | FALSE |
39 | GTEx | Whole Blood | C1QTNF4 | 0.09 | 0.05 | lasso | 3 | 0.03 | 1.4e-03 | 9.091 | -9.1 | 6.2e-20 | -0.86 | 0.18 | 0.73 | FALSE |
40 | METSIM | Adipose | ACP2 | 0.05 | 0.04 | blup | 302 | 0.06 | 1.7e-09 | 8.336 | 6.1 | 1.2e-09 | 0.67 | 0.34 | 0.66 | FALSE |
41 | METSIM | Adipose | C1QTNF4 | 0.24 | 0.31 | lasso | 7 | 0.31 | 1.2e-46 | 9.049 | -8.9 | 6.1e-19 | -0.86 | 1.00 | 0.00 | FALSE |
42 | METSIM | Adipose | MYBPC3 | 0.11 | 0.10 | enet | 26 | 0.11 | 1.0e-15 | 8.336 | -7.7 | 1.6e-14 | -0.81 | 0.31 | 0.69 | FALSE |
43 | METSIM | Adipose | PSMC3 | 0.06 | 0.03 | enet | 28 | 0.04 | 2.3e-06 | 5.032 | 7.6 | 2.3e-14 | 0.79 | 0.03 | 0.96 | FALSE |
44 | METSIM | Adipose | RAPSN | 0.11 | 0.01 | enet | 21 | 0.06 | 7.9e-09 | -0.473 | -6.5 | 9.5e-11 | -0.42 | 0.13 | 0.87 | FALSE |
45 | NTR | Blood | MTCH2 | 0.02 | 0.04 | lasso | 1 | 0.04 | 1.3e-11 | 9.209 | -9.2 | 3.3e-20 | -0.88 | 0.90 | 0.10 | FALSE |
46 | ROSMAP | Brain Pre-frontal Cortex | MTCH2 | 0.35 | 0.40 | enet | 9 | 0.40 | 4.7e-56 | 9.049 | 9.4 | 3.8e-21 | 0.91 | 1.00 | 0.00 | FALSE |
47 | ROSMAP | Brain Pre-frontal Cortex | FNBP4 | 0.04 | 0.04 | lasso | 3 | 0.04 | 8.2e-06 | -8.766 | 8.4 | 3.0e-17 | 0.69 | 0.95 | 0.04 | FALSE |
48 | ROSMAP | Brain Pre-frontal Cortex | ACP2 | 0.03 | 0.00 | blup | 295 | 0.02 | 1.5e-03 | 8.416 | 7.4 | 1.5e-13 | 0.72 | 0.06 | 0.86 | FALSE |
49 | ROSMAP | Brain Pre-frontal Cortex | PSMC3 | 0.15 | 0.08 | bslmm | 285 | 0.10 | 5.1e-13 | -4.745 | 7.9 | 3.8e-15 | 0.68 | 0.43 | 0.57 | FALSE |
50 | ROSMAP | Brain Pre-frontal Cortex | C1QTNF4 | 0.05 | 0.06 | blup | 281 | 0.06 | 1.7e-08 | 8.334 | -9.0 | 1.8e-19 | -0.86 | 0.09 | 0.91 | FALSE |
51 | YFS | Blood | FNBP4 | 0.02 | 0.01 | bslmm | 301 | 0.01 | 8.9e-05 | -5.264 | 7.5 | 6.5e-14 | 0.78 | 0.03 | 0.95 | FALSE |
52 | YFS | Blood | NR1H3 | 0.34 | 0.15 | enet | 66 | 0.24 | 3.1e-76 | -4.278 | 5.9 | 2.9e-09 | 0.56 | 1.00 | 0.00 | FALSE |
53 | YFS | Blood | NUP160 | 0.02 | 0.01 | blup | 290 | 0.01 | 1.7e-04 | 9.057 | 5.5 | 3.8e-08 | 0.65 | 0.25 | 0.60 | FALSE |
54 | YFS | Blood | PSMC3 | 0.02 | 0.01 | blup | 289 | 0.01 | 2.8e-05 | 10.399 | 9.1 | 8.1e-20 | 0.84 | 0.00 | 0.99 | FALSE |
55 | YFS | Blood | PTPMT1 | 0.03 | 0.01 | lasso | 5 | 0.01 | 3.2e-04 | -8.722 | -7.9 | 2.7e-15 | -0.67 | 0.28 | 0.61 | FALSE |
56 | YFS | Blood | SPI1 | 0.65 | 0.18 | enet | 75 | 0.27 | 1.6e-87 | 8.340 | -6.3 | 2.7e-10 | -0.62 | 1.00 | 0.00 | FALSE |
57 | The Cancer Genome Atlas | Bladder Urothelial Carcinoma | C1QTNF4 | 0.06 | 0.07 | lasso | 2 | 0.06 | 4.9e-06 | 9.130 | -9.7 | 2.9e-22 | -0.93 | 0.01 | 0.99 | FALSE |
58 | The Cancer Genome Atlas | Breast Invasive Carcinoma | C1QTNF4 | 0.02 | 0.01 | lasso | 5 | 0.02 | 2.1e-04 | -2.327 | -6.7 | 2.4e-11 | -0.74 | 0.01 | 0.83 | FALSE |
59 | The Cancer Genome Atlas | Breast Invasive Carcinoma | MADD | 0.11 | 0.03 | enet | 14 | 0.06 | 1.4e-11 | -3.448 | 6.3 | 2.6e-10 | 0.56 | 0.04 | 0.96 | FALSE |
60 | The Cancer Genome Atlas | Breast Invasive Carcinoma | MYBPC3 | 0.02 | 0.01 | blup | 43 | 0.01 | 3.4e-03 | 8.297 | -6.9 | 5.3e-12 | -0.74 | 0.01 | 0.97 | FALSE |
61 | The Cancer Genome Atlas | Colon Adenocarcinoma | C1QTNF4 | 0.12 | 0.12 | lasso | 1 | 0.12 | 1.6e-07 | 10.282 | -10.3 | 8.5e-25 | -1.00 | 0.00 | 1.00 | FALSE |
62 | The Cancer Genome Atlas | Colon Adenocarcinoma | KBTBD4 | 0.14 | 0.01 | blup | 13 | 0.02 | 1.6e-02 | -8.710 | 9.3 | 1.4e-20 | 0.90 | 0.00 | 0.53 | FALSE |
63 | The Cancer Genome Atlas | Colon Adenocarcinoma | NUP160 | 0.05 | 0.05 | blup | 44 | 0.05 | 7.7e-04 | -8.749 | 9.6 | 7.8e-22 | 0.82 | 0.06 | 0.47 | FALSE |
64 | The Cancer Genome Atlas | Colon Adenocarcinoma | PSMC3 | 0.09 | 0.05 | blup | 39 | 0.05 | 1.0e-03 | -3.017 | 6.4 | 2.0e-10 | 0.55 | 0.02 | 0.82 | FALSE |
65 | The Cancer Genome Atlas | Esophageal Carcinoma | C1QTNF4 | 0.39 | 0.33 | blup | 15 | 0.35 | 6.1e-12 | 10.282 | -10.3 | 8.2e-25 | -0.98 | 0.00 | 1.00 | FALSE |
66 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | C1QTNF4 | 0.06 | 0.08 | lasso | 3 | 0.08 | 7.5e-09 | 9.049 | -9.1 | 9.1e-20 | -0.88 | 0.04 | 0.96 | FALSE |
67 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | MYBPC3 | 0.05 | 0.03 | blup | 43 | 0.04 | 6.0e-05 | 5.878 | -6.8 | 1.5e-11 | -0.71 | 0.01 | 0.98 | FALSE |
68 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | NUP160 | 0.08 | 0.03 | blup | 42 | 0.04 | 6.7e-05 | 9.013 | 6.7 | 1.7e-11 | 0.71 | 0.01 | 0.97 | FALSE |
69 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | C1QTNF4 | 0.12 | 0.14 | enet | 4 | 0.16 | 6.5e-18 | 9.049 | -9.8 | 8.8e-23 | -0.95 | 0.03 | 0.97 | FALSE |
70 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | PSMC3 | 0.05 | 0.04 | lasso | 3 | 0.05 | 3.8e-06 | 5.032 | 6.9 | 6.1e-12 | 0.73 | 0.02 | 0.98 | FALSE |
71 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | C1QTNF4 | 0.13 | 0.16 | lasso | 1 | 0.16 | 3.1e-09 | 9.190 | -9.2 | 3.9e-20 | -0.88 | 0.14 | 0.85 | FALSE |
72 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | PSMC3 | 0.07 | 0.07 | enet | 7 | 0.06 | 1.4e-04 | 8.368 | 8.4 | 4.2e-17 | 0.82 | 0.01 | 0.98 | FALSE |
73 | The Cancer Genome Atlas | Brain Lower Grade Glioma | MADD | 0.08 | 0.01 | lasso | 5 | 0.05 | 3.1e-06 | 8.416 | 7.8 | 6.6e-15 | 0.62 | 0.00 | 0.95 | FALSE |
74 | The Cancer Genome Atlas | Brain Lower Grade Glioma | MTCH2 | 0.11 | 0.11 | lasso | 2 | 0.10 | 6.4e-12 | 9.049 | 9.1 | 1.2e-19 | 0.87 | 0.09 | 0.91 | FALSE |
75 | The Cancer Genome Atlas | Brain Lower Grade Glioma | MYBPC3 | 0.03 | 0.01 | blup | 43 | 0.02 | 3.2e-03 | 8.363 | -7.3 | 2.7e-13 | -0.72 | 0.00 | 0.90 | FALSE |
76 | The Cancer Genome Atlas | Brain Lower Grade Glioma | PSMC3 | 0.10 | 0.05 | blup | 39 | 0.08 | 3.7e-09 | 8.336 | 9.1 | 1.4e-19 | 0.79 | 0.02 | 0.98 | FALSE |
77 | The Cancer Genome Atlas | Liver Hepatocellular Carcinoma | C1QTNF4 | 0.19 | 0.19 | lasso | 3 | 0.19 | 3.2e-09 | 9.049 | -9.1 | 1.2e-19 | -0.87 | 0.09 | 0.91 | FALSE |
78 | The Cancer Genome Atlas | Liver Hepatocellular Carcinoma | PSMC3 | 0.09 | 0.07 | blup | 39 | 0.06 | 8.7e-04 | 8.363 | 8.5 | 1.5e-17 | 0.85 | 0.01 | 0.98 | FALSE |
79 | The Cancer Genome Atlas | Lung Adenocarcinoma | C1QTNF4 | 0.03 | 0.02 | blup | 15 | 0.02 | 1.3e-03 | 10.282 | -10.2 | 2.9e-24 | -0.97 | 0.00 | 0.97 | FALSE |
80 | The Cancer Genome Atlas | Lung Adenocarcinoma | MYBPC3 | 0.04 | 0.02 | enet | 10 | 0.04 | 2.9e-05 | 8.297 | -6.0 | 2.1e-09 | -0.68 | 0.01 | 0.98 | FALSE |
81 | The Cancer Genome Atlas | Prostate Adenocarcinoma | AGBL2 | 0.04 | 0.03 | blup | 49 | 0.03 | 7.8e-04 | -7.357 | 5.9 | 3.3e-09 | 0.41 | 0.18 | 0.07 | FALSE |
82 | The Cancer Genome Atlas | Prostate Adenocarcinoma | NUP160 | 0.03 | 0.02 | enet | 7 | 0.02 | 6.3e-03 | 8.127 | 8.6 | 1.3e-17 | 0.83 | 0.01 | 0.89 | FALSE |
83 | The Cancer Genome Atlas | Prostate Adenocarcinoma | PSMC3 | 0.02 | 0.02 | blup | 39 | 0.02 | 5.7e-03 | 8.336 | 7.7 | 1.0e-14 | 0.78 | 0.01 | 0.71 | FALSE |
84 | The Cancer Genome Atlas | Stomach Adenocarcinoma | C1QTNF4 | 0.06 | 0.04 | lasso | 4 | 0.03 | 4.3e-03 | 9.092 | -9.6 | 1.1e-21 | -0.92 | 0.00 | 0.92 | FALSE |
85 | The Cancer Genome Atlas | Thyroid Carcinoma | C1QTNF4 | 0.04 | 0.01 | blup | 15 | 0.03 | 7.9e-04 | 10.282 | -8.8 | 1.8e-18 | -0.89 | 0.00 | 0.95 | FALSE |
86 | The Cancer Genome Atlas | Thyroid Carcinoma | MADD | 0.07 | 0.00 | enet | 11 | 0.03 | 6.7e-04 | -3.112 | 5.2 | 1.8e-07 | 0.36 | 0.05 | 0.13 | FALSE |