Best TWAS P=8.14e-24 · Best GWAS P=3.01e-18 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 | FAM180B | 0.07 | 0.08 | lasso | 3 | 0.08 | 9.1e-10 | 8.66 | 8.4 | 5.2e-17 | 0.95 | 0.01 | 0.99 | FALSE |
2 | CommonMind | Brain Pre-frontal Cortex | MADD | 0.32 | 0.17 | bslmm | 315 | 0.18 | 1.4e-21 | -6.69 | 7.2 | 4.2e-13 | 0.19 | 1.00 | 0.00 | FALSE |
3 | CommonMind | Brain Pre-frontal Cortex | MTCH2 | 0.03 | 0.00 | bslmm | 299 | 0.00 | 1.1e-01 | -0.82 | 5.2 | 1.8e-07 | 0.68 | 0.07 | 0.53 | FALSE |
4 | GTEx | Adipose Subcutaneous | ACP2 | 0.08 | 0.03 | enet | 18 | 0.03 | 3.5e-03 | -2.05 | 5.9 | 4.5e-09 | 0.73 | 0.08 | 0.78 | FALSE |
5 | GTEx | Adipose Subcutaneous | C1QTNF4 | 0.16 | 0.22 | lasso | 4 | 0.22 | 2.5e-18 | 8.71 | -8.6 | 1.2e-17 | -0.98 | 0.00 | 1.00 | FALSE |
6 | GTEx | Artery Aorta | MADD | 0.09 | 0.03 | enet | 22 | 0.04 | 1.9e-03 | -7.12 | 6.3 | 3.0e-10 | 0.12 | 0.14 | 0.04 | FALSE |
7 | GTEx | Artery Aorta | C1QTNF4 | 0.09 | 0.10 | lasso | 1 | 0.08 | 3.2e-05 | 8.66 | -8.7 | 4.6e-18 | -1.00 | 0.00 | 1.00 | FALSE |
8 | GTEx | Artery Tibial | MADD | 0.09 | 0.00 | enet | 13 | 0.02 | 1.1e-02 | -2.65 | 5.3 | 9.5e-08 | 0.05 | 0.46 | 0.03 | FALSE |
9 | GTEx | Brain Cerebellar Hemisphere | MADD | 0.44 | 0.14 | lasso | 7 | 0.21 | 4.0e-06 | -2.05 | 5.9 | 4.2e-09 | 0.50 | 0.33 | 0.19 | FALSE |
10 | GTEx | Brain Cerebellar Hemisphere | RP11-750H9.5 | 0.17 | 0.25 | lasso | 6 | 0.21 | 3.5e-06 | -5.61 | 5.6 | 2.1e-08 | 0.29 | 0.43 | 0.06 | FALSE |
11 | GTEx | Brain Cerebellum | MADD | 0.21 | 0.00 | enet | 13 | 0.11 | 3.3e-04 | -3.90 | 8.0 | 1.6e-15 | 0.63 | 0.07 | 0.68 | FALSE |
12 | GTEx | Brain Cortex | MTCH2 | 0.21 | 0.19 | lasso | 6 | 0.16 | 4.0e-05 | 6.98 | 6.5 | 6.0e-11 | 0.79 | 0.35 | 0.18 | FALSE |
13 | GTEx | Brain Cortex | C1QTNF4 | 0.26 | 0.04 | lasso | 8 | 0.02 | 1.2e-01 | -5.66 | -6.9 | 4.4e-12 | -0.80 | 0.02 | 0.58 | FALSE |
14 | GTEx | Breast Mammary Tissue | C1QTNF4 | 0.10 | 0.06 | lasso | 2 | 0.03 | 8.5e-03 | 7.00 | -6.7 | 2.2e-11 | -0.82 | 0.10 | 0.68 | FALSE |
15 | GTEx | Breast Mammary Tissue (Female) | MADD | 0.13 | 0.04 | lasso | 3 | 0.05 | 1.3e-02 | 7.25 | 7.9 | 3.0e-15 | 0.81 | 0.05 | 0.29 | FALSE |
16 | GTEx | Cells Transformed fibroblasts | FNBP4 | 0.11 | 0.05 | lasso | 8 | 0.08 | 1.6e-06 | -5.67 | 7.1 | 1.7e-12 | 0.88 | 0.04 | 0.96 | FALSE |
17 | GTEx | Cells Transformed fibroblasts | MADD | 0.19 | 0.00 | enet | 17 | 0.09 | 3.3e-07 | -4.06 | 8.5 | 2.2e-17 | 0.30 | 0.54 | 0.04 | FALSE |
18 | GTEx | Cells Transformed fibroblasts | PSMC3 | 0.07 | 0.00 | enet | 13 | 0.02 | 2.3e-02 | -1.47 | 5.2 | 1.8e-07 | 0.83 | 0.03 | 0.77 | FALSE |
19 | GTEx | Cells Transformed fibroblasts | C1QTNF4 | 0.13 | 0.11 | enet | 19 | 0.12 | 5.2e-09 | 7.52 | -7.5 | 4.7e-14 | -0.84 | 0.02 | 0.98 | FALSE |
20 | GTEx | Cells Transformed fibroblasts | NDUFS3 | 0.08 | 0.01 | lasso | 2 | 0.01 | 3.3e-02 | 8.71 | -7.6 | 3.1e-14 | -0.98 | 0.00 | 0.97 | FALSE |
21 | GTEx | Colon Transverse | C1QTNF4 | 0.07 | 0.02 | lasso | 6 | 0.03 | 2.0e-02 | 8.71 | -8.2 | 1.9e-16 | -0.96 | 0.01 | 0.96 | FALSE |
22 | GTEx | Esophagus Mucosa | MADD | 0.27 | 0.04 | enet | 18 | 0.12 | 4.1e-08 | -4.77 | 9.0 | 3.1e-19 | 0.40 | 0.26 | 0.08 | FALSE |
23 | GTEx | Esophagus Mucosa | C1QTNF4 | 0.10 | 0.11 | lasso | 1 | 0.10 | 5.0e-07 | 8.66 | -8.7 | 4.6e-18 | -1.00 | 0.00 | 1.00 | FALSE |
24 | GTEx | Esophagus Muscularis | MTCH2 | 0.09 | 0.04 | lasso | 6 | 0.02 | 1.8e-02 | 7.52 | 7.9 | 3.2e-15 | 0.78 | 0.27 | 0.52 | FALSE |
25 | GTEx | Esophagus Muscularis | MADD | 0.13 | 0.07 | enet | 8 | 0.11 | 2.0e-07 | -6.69 | 7.4 | 1.3e-13 | 0.17 | 0.73 | 0.01 | FALSE |
26 | GTEx | Esophagus Muscularis | C1QTNF4 | 0.10 | 0.05 | enet | 23 | 0.06 | 1.4e-04 | 8.71 | -6.5 | 9.9e-11 | -0.93 | 0.01 | 0.99 | FALSE |
27 | GTEx | Heart Atrial Appendage | ACP2 | 0.10 | 0.12 | enet | 7 | 0.10 | 2.7e-05 | -4.84 | 5.3 | 9.9e-08 | 0.49 | 0.32 | 0.07 | TRUE |
28 | GTEx | Heart Atrial Appendage | C1QTNF4 | 0.26 | 0.14 | lasso | 9 | 0.17 | 3.9e-08 | 8.66 | -8.2 | 3.1e-16 | -0.95 | 0.01 | 0.99 | FALSE |
29 | GTEx | Heart Left Ventricle | MADD | 0.14 | 0.01 | enet | 17 | 0.05 | 7.0e-04 | -4.23 | 7.2 | 6.7e-13 | 0.70 | 0.02 | 0.96 | FALSE |
30 | GTEx | Heart Left Ventricle | C1QTNF4 | 0.10 | 0.11 | lasso | 1 | 0.09 | 1.1e-05 | 8.66 | -8.7 | 4.6e-18 | -1.00 | 0.00 | 0.99 | FALSE |
31 | GTEx | Liver | C1QTNF4 | 0.25 | 0.14 | enet | 16 | 0.20 | 2.3e-06 | 8.66 | -9.5 | 3.0e-21 | -0.84 | 0.01 | 0.98 | FALSE |
32 | GTEx | Lung | C1QTNF4 | 0.18 | 0.15 | lasso | 6 | 0.13 | 3.2e-10 | 7.10 | -7.8 | 5.4e-15 | -0.91 | 0.08 | 0.92 | FALSE |
33 | GTEx | Muscle Skeletal | MTCH2 | 0.05 | 0.03 | enet | 15 | 0.04 | 1.5e-04 | 6.97 | 7.4 | 1.3e-13 | 0.84 | 0.05 | 0.94 | FALSE |
34 | GTEx | Muscle Skeletal | C1QTNF4 | 0.09 | 0.14 | lasso | 3 | 0.13 | 9.9e-13 | 8.66 | -8.4 | 3.2e-17 | -0.98 | 0.00 | 1.00 | FALSE |
35 | GTEx | Nerve Tibial | NR1H3 | 0.10 | 0.00 | enet | 24 | 0.08 | 4.7e-06 | -2.60 | -7.7 | 1.2e-14 | -0.52 | 0.02 | 0.82 | FALSE |
36 | GTEx | Nerve Tibial | PTPRJ | 0.05 | 0.03 | enet | 13 | 0.03 | 2.7e-03 | -4.73 | -6.5 | 1.0e-10 | -0.50 | 0.19 | 0.08 | FALSE |
37 | GTEx | Nerve Tibial | C1QTNF4 | 0.20 | 0.23 | enet | 12 | 0.23 | 1.7e-16 | 8.66 | -8.6 | 1.2e-17 | -0.96 | 0.00 | 1.00 | FALSE |
38 | GTEx | Pituitary | MADD | 0.42 | 0.32 | lasso | 6 | 0.39 | 8.9e-11 | -6.14 | 8.4 | 5.0e-17 | 0.60 | 0.25 | 0.63 | FALSE |
39 | GTEx | Skin Not Sun Exposed Suprapubic | C1QTNF4 | 0.32 | 0.18 | enet | 33 | 0.20 | 5.2e-11 | 8.66 | -8.5 | 2.7e-17 | -0.90 | 0.00 | 1.00 | FALSE |
40 | GTEx | Skin Sun Exposed Lower leg | C1QTNF4 | 0.25 | 0.22 | lasso | 12 | 0.23 | 4.2e-19 | 8.66 | -8.2 | 3.3e-16 | -0.95 | 0.00 | 1.00 | FALSE |
41 | GTEx | Spleen | C1QTNF4 | 0.31 | 0.28 | enet | 29 | 0.34 | 1.8e-09 | 6.98 | -7.4 | 1.4e-13 | -0.89 | 0.07 | 0.93 | FALSE |
42 | GTEx | Testis | MTCH2 | 0.17 | 0.16 | lasso | 3 | 0.16 | 1.0e-07 | 7.00 | 7.0 | 1.9e-12 | 0.83 | 0.53 | 0.47 | FALSE |
43 | GTEx | Testis | C1QTNF4 | 0.14 | 0.12 | lasso | 4 | 0.11 | 1.6e-05 | -5.75 | -6.4 | 1.7e-10 | -0.73 | 0.28 | 0.67 | FALSE |
44 | GTEx | Thyroid | MADD | 0.11 | 0.00 | enet | 13 | 0.01 | 6.1e-02 | 1.83 | 8.2 | 3.7e-16 | 0.25 | 0.06 | 0.04 | FALSE |
45 | GTEx | Whole Blood | C1QTNF4 | 0.09 | 0.05 | lasso | 3 | 0.03 | 1.4e-03 | 6.99 | -7.1 | 1.0e-12 | -0.86 | 0.17 | 0.74 | FALSE |
46 | METSIM | Adipose | ACP2 | 0.05 | 0.04 | blup | 302 | 0.06 | 1.7e-09 | 7.00 | 5.4 | 5.9e-08 | 0.67 | 0.32 | 0.68 | FALSE |
47 | METSIM | Adipose | C1QTNF4 | 0.24 | 0.31 | lasso | 7 | 0.31 | 1.2e-46 | 7.47 | -7.4 | 1.2e-13 | -0.86 | 0.97 | 0.03 | FALSE |
48 | METSIM | Adipose | MYBPC3 | 0.11 | 0.10 | enet | 26 | 0.11 | 1.0e-15 | 7.00 | -6.1 | 9.5e-10 | -0.81 | 0.29 | 0.71 | FALSE |
49 | NTR | Blood | ACP2 | 0.01 | 0.00 | enet | 7 | 0.01 | 2.5e-03 | -4.48 | 5.6 | 2.2e-08 | 0.44 | 0.44 | 0.09 | FALSE |
50 | NTR | Blood | MADD | 0.01 | 0.01 | enet | 8 | 0.01 | 4.7e-03 | 2.66 | 5.7 | 1.1e-08 | -0.03 | 0.17 | 0.02 | TRUE |
51 | NTR | Blood | MTCH2 | 0.02 | 0.04 | lasso | 1 | 0.04 | 1.3e-11 | 7.52 | -7.5 | 5.5e-14 | -0.88 | 0.89 | 0.11 | FALSE |
52 | ROSMAP | Brain Pre-frontal Cortex | MTCH2 | 0.35 | 0.40 | enet | 9 | 0.40 | 4.7e-56 | 7.47 | 7.8 | 6.5e-15 | 0.91 | 0.96 | 0.04 | FALSE |
53 | ROSMAP | Brain Pre-frontal Cortex | FNBP4 | 0.04 | 0.04 | lasso | 3 | 0.04 | 8.2e-06 | -5.77 | 7.0 | 3.8e-12 | 0.69 | 0.95 | 0.05 | TRUE |
54 | ROSMAP | Brain Pre-frontal Cortex | MADD | 0.33 | 0.16 | enet | 23 | 0.23 | 1.9e-29 | -6.69 | 6.6 | 3.6e-11 | 0.08 | 1.00 | 0.00 | FALSE |
55 | ROSMAP | Brain Pre-frontal Cortex | ACP2 | 0.03 | 0.00 | blup | 295 | 0.02 | 1.5e-03 | 7.01 | 5.5 | 3.2e-08 | 0.72 | 0.06 | 0.86 | FALSE |
56 | ROSMAP | Brain Pre-frontal Cortex | C1QTNF4 | 0.05 | 0.06 | blup | 281 | 0.06 | 1.7e-08 | 7.19 | -6.4 | 2.0e-10 | -0.86 | 0.07 | 0.93 | FALSE |
57 | YFS | Blood | DDB2 | 0.02 | 0.00 | bslmm | 306 | 0.01 | 1.9e-04 | -4.32 | 6.9 | 6.7e-12 | 0.20 | 0.24 | 0.06 | FALSE |
58 | YFS | Blood | FNBP4 | 0.02 | 0.01 | bslmm | 301 | 0.01 | 8.9e-05 | -7.60 | 7.8 | 6.5e-15 | 0.78 | 0.03 | 0.95 | FALSE |
59 | YFS | Blood | PTPMT1 | 0.03 | 0.01 | lasso | 5 | 0.01 | 3.2e-04 | -5.68 | -5.1 | 3.1e-07 | -0.67 | 0.28 | 0.61 | TRUE |
60 | YFS | Blood | SPI1 | 0.65 | 0.18 | enet | 75 | 0.27 | 1.6e-87 | 7.16 | -5.4 | 7.1e-08 | -0.62 | 1.00 | 0.00 | FALSE |
61 | The Cancer Genome Atlas | Bladder Urothelial Carcinoma | C1QTNF4 | 0.06 | 0.07 | lasso | 2 | 0.06 | 4.9e-06 | 7.54 | -8.1 | 7.3e-16 | -0.93 | 0.01 | 0.99 | FALSE |
62 | The Cancer Genome Atlas | Breast Invasive Carcinoma | ACP2 | 0.02 | 0.01 | blup | 44 | 0.02 | 2.7e-04 | -3.90 | 6.0 | 1.8e-09 | 0.50 | 0.05 | 0.02 | FALSE |
63 | The Cancer Genome Atlas | Breast Invasive Carcinoma | C1QTNF4 | 0.02 | 0.01 | lasso | 5 | 0.02 | 2.1e-04 | -4.32 | -7.3 | 2.6e-13 | -0.74 | 0.01 | 0.83 | FALSE |
64 | The Cancer Genome Atlas | Breast Invasive Carcinoma | MADD | 0.11 | 0.03 | enet | 14 | 0.06 | 1.4e-11 | -6.69 | 9.7 | 2.6e-22 | 0.56 | 0.03 | 0.97 | FALSE |
65 | The Cancer Genome Atlas | Breast Invasive Carcinoma | MYBPC3 | 0.02 | 0.01 | blup | 43 | 0.01 | 3.4e-03 | 7.10 | -6.9 | 6.9e-12 | -0.74 | 0.01 | 0.97 | FALSE |
66 | The Cancer Genome Atlas | Breast Invasive Carcinoma | NUP160 | 0.03 | 0.01 | blup | 44 | 0.01 | 1.9e-03 | 6.96 | 5.4 | 6.7e-08 | 0.58 | 0.02 | 0.13 | FALSE |
67 | The Cancer Genome Atlas | Colon Adenocarcinoma | C1QTNF4 | 0.12 | 0.12 | lasso | 1 | 0.12 | 1.6e-07 | 8.66 | -8.7 | 4.6e-18 | -1.00 | 0.00 | 1.00 | FALSE |
68 | The Cancer Genome Atlas | Colon Adenocarcinoma | KBTBD4 | 0.14 | 0.01 | blup | 13 | 0.02 | 1.6e-02 | -5.71 | 6.0 | 2.0e-09 | 0.90 | 0.00 | 0.40 | FALSE |
69 | The Cancer Genome Atlas | Colon Adenocarcinoma | NUP160 | 0.05 | 0.05 | blup | 44 | 0.05 | 7.7e-04 | -5.75 | 6.5 | 9.7e-11 | 0.82 | 0.07 | 0.29 | FALSE |
70 | The Cancer Genome Atlas | Esophageal Carcinoma | C1QTNF4 | 0.39 | 0.33 | blup | 15 | 0.35 | 6.1e-12 | 8.66 | -8.1 | 4.5e-16 | -0.98 | 0.00 | 1.00 | FALSE |
71 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | C1QTNF4 | 0.06 | 0.08 | lasso | 3 | 0.08 | 7.5e-09 | 7.47 | -7.5 | 5.6e-14 | -0.88 | 0.04 | 0.96 | FALSE |
72 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | MYBPC3 | 0.05 | 0.03 | blup | 43 | 0.04 | 6.0e-05 | 5.74 | -5.8 | 8.2e-09 | -0.71 | 0.01 | 0.98 | FALSE |
73 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | NUP160 | 0.08 | 0.03 | blup | 42 | 0.04 | 6.7e-05 | 7.00 | 7.6 | 3.5e-14 | 0.71 | 0.09 | 0.67 | FALSE |
74 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | C1QTNF4 | 0.12 | 0.14 | enet | 4 | 0.16 | 6.5e-18 | 7.47 | -8.2 | 2.9e-16 | -0.95 | 0.03 | 0.97 | FALSE |
75 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | MADD | 0.20 | 0.07 | enet | 9 | 0.08 | 2.4e-09 | -6.69 | 8.8 | 1.7e-18 | 0.32 | 0.09 | 0.91 | FALSE |
76 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | C1QTNF4 | 0.13 | 0.16 | lasso | 1 | 0.16 | 3.1e-09 | 7.51 | -7.5 | 6.0e-14 | -0.88 | 0.14 | 0.86 | FALSE |
77 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | PSMC3 | 0.07 | 0.07 | enet | 7 | 0.06 | 1.4e-04 | 7.25 | 7.2 | 4.7e-13 | 0.82 | 0.01 | 0.97 | FALSE |
78 | The Cancer Genome Atlas | Brain Lower Grade Glioma | MADD | 0.08 | 0.01 | lasso | 5 | 0.05 | 3.1e-06 | 7.01 | 9.7 | 2.2e-22 | 0.62 | 0.01 | 0.94 | FALSE |
79 | The Cancer Genome Atlas | Brain Lower Grade Glioma | MTCH2 | 0.11 | 0.11 | lasso | 2 | 0.10 | 6.4e-12 | 7.47 | 7.5 | 6.8e-14 | 0.87 | 0.09 | 0.91 | FALSE |
80 | The Cancer Genome Atlas | Liver Hepatocellular Carcinoma | C1QTNF4 | 0.19 | 0.19 | lasso | 3 | 0.19 | 3.2e-09 | 7.47 | -7.5 | 6.8e-14 | -0.87 | 0.09 | 0.91 | FALSE |
81 | The Cancer Genome Atlas | Liver Hepatocellular Carcinoma | PSMC3 | 0.09 | 0.07 | blup | 39 | 0.06 | 8.7e-04 | 7.21 | 8.1 | 6.3e-16 | 0.85 | 0.01 | 0.98 | FALSE |
82 | The Cancer Genome Atlas | Lung Adenocarcinoma | C1QTNF4 | 0.03 | 0.02 | blup | 15 | 0.02 | 1.3e-03 | 8.66 | -9.4 | 5.9e-21 | -0.97 | 0.00 | 0.97 | FALSE |
83 | The Cancer Genome Atlas | Lung Adenocarcinoma | MYBPC3 | 0.04 | 0.02 | enet | 10 | 0.04 | 2.9e-05 | 7.10 | -6.0 | 1.5e-09 | -0.68 | 0.01 | 0.98 | FALSE |
84 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | MADD | 0.16 | 0.05 | blup | 64 | 0.08 | 2.2e-09 | 2.38 | 7.3 | 3.4e-13 | 0.10 | 0.97 | 0.01 | TRUE |
85 | The Cancer Genome Atlas | Prostate Adenocarcinoma | MADD | 0.15 | 0.04 | enet | 10 | 0.06 | 4.5e-07 | -6.69 | 8.8 | 1.3e-18 | 0.30 | 0.07 | 0.68 | FALSE |
86 | The Cancer Genome Atlas | Prostate Adenocarcinoma | NUP160 | 0.03 | 0.02 | enet | 7 | 0.02 | 6.3e-03 | 6.97 | 8.0 | 1.0e-15 | 0.83 | 0.04 | 0.58 | FALSE |
87 | The Cancer Genome Atlas | Prostate Adenocarcinoma | PSMC3 | 0.02 | 0.02 | blup | 39 | 0.02 | 5.7e-03 | 7.00 | 5.8 | 7.3e-09 | 0.78 | 0.01 | 0.63 | FALSE |
88 | The Cancer Genome Atlas | Stomach Adenocarcinoma | C1QTNF4 | 0.06 | 0.04 | lasso | 4 | 0.03 | 4.3e-03 | 7.54 | -8.0 | 1.2e-15 | -0.92 | 0.00 | 0.92 | FALSE |
89 | The Cancer Genome Atlas | Testicular Germ Cell Tumors | MADD | 0.21 | 0.04 | blup | 64 | 0.07 | 1.3e-03 | -4.28 | 7.3 | 2.3e-13 | 0.28 | 0.07 | 0.06 | FALSE |
90 | The Cancer Genome Atlas | Thyroid Carcinoma | C1QTNF4 | 0.04 | 0.01 | blup | 15 | 0.03 | 7.9e-04 | 8.66 | -10.1 | 8.1e-24 | -0.89 | 0.00 | 0.95 | TRUE |
91 | The Cancer Genome Atlas | Thyroid Carcinoma | MADD | 0.07 | 0.00 | enet | 11 | 0.03 | 6.7e-04 | -4.48 | 8.6 | 1.1e-17 | 0.36 | 0.05 | 0.14 | TRUE |