Best TWAS P=8.23e-18 · Best GWAS P=3.85e-18 conditioned to 0.0831
# | 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 | WWP2 | 0.10 | 0.04 | bslmm | 274 | 0.06 | 4.4e-08 | -6.11 | 6.0 | 1.8e-09 | 0.29 | 0.98 | 0.00 | FALSE |
2 | GTEx | Adipose Subcutaneous | EXOSC6 | 0.27 | 0.28 | enet | 26 | 0.32 | 3.1e-27 | -4.89 | -5.6 | 2.0e-08 | -0.22 | 1.00 | 0.00 | FALSE |
3 | GTEx | Adipose Visceral Omentum | EXOSC6 | 0.26 | 0.29 | lasso | 6 | 0.32 | 3.3e-17 | -4.89 | -5.2 | 2.2e-07 | -0.20 | 1.00 | 0.00 | FALSE |
4 | GTEx | Adrenal Gland | EXOSC6 | 0.22 | 0.18 | enet | 6 | 0.17 | 1.1e-06 | -4.89 | -5.3 | 1.2e-07 | -0.14 | 0.82 | 0.01 | FALSE |
5 | GTEx | Artery Tibial | WWP2 | 0.13 | 0.01 | enet | 17 | 0.02 | 4.9e-03 | -6.29 | 6.3 | 3.3e-10 | 0.32 | 0.49 | 0.07 | FALSE |
6 | GTEx | Artery Tibial | EXOSC6 | 0.27 | 0.32 | enet | 10 | 0.30 | 5.5e-24 | -4.88 | -5.1 | 2.7e-07 | -0.15 | 1.00 | 0.00 | FALSE |
7 | GTEx | Brain Cerebellar Hemisphere | PDXDC2P | 0.33 | 0.16 | enet | 11 | 0.27 | 1.4e-07 | -6.23 | -5.8 | 5.6e-09 | -0.35 | 0.61 | 0.09 | FALSE |
8 | GTEx | Brain Cerebellar Hemisphere | EXOSC6 | 0.51 | 0.15 | lasso | 11 | 0.26 | 2.9e-07 | -4.88 | -6.1 | 9.0e-10 | -0.33 | 0.48 | 0.26 | FALSE |
9 | GTEx | Brain Cerebellum | PDPR | 0.23 | 0.06 | enet | 20 | 0.11 | 3.7e-04 | -4.85 | -7.8 | 7.5e-15 | -0.30 | 0.07 | 0.25 | FALSE |
10 | GTEx | Brain Cerebellum | RP11-296I10.3 | 0.20 | 0.03 | enet | 12 | 0.14 | 8.8e-05 | -4.88 | -8.6 | 8.2e-18 | -0.36 | 0.04 | 0.27 | TRUE |
11 | GTEx | Brain Hippocampus | EXOSC6 | 0.17 | 0.06 | lasso | 4 | 0.03 | 6.7e-02 | -4.85 | -5.4 | 5.9e-08 | -0.22 | 0.05 | 0.07 | FALSE |
12 | GTEx | Brain Nucleus accumbens basal ganglia | RP11-296I10.6 | 0.15 | 0.11 | lasso | 3 | 0.08 | 3.0e-03 | -4.89 | -6.2 | 7.1e-10 | -0.28 | 0.12 | 0.12 | FALSE |
13 | GTEx | Breast Mammary Tissue | RP11-296I10.6 | 0.31 | 0.30 | enet | 17 | 0.30 | 7.1e-16 | -4.88 | -5.2 | 1.9e-07 | -0.12 | 1.00 | 0.00 | FALSE |
14 | GTEx | Breast Mammary Tissue (Female) | EXOSC6 | 0.52 | 0.26 | enet | 21 | 0.27 | 1.4e-08 | -4.85 | -7.0 | 1.7e-12 | -0.33 | 0.69 | 0.16 | FALSE |
15 | GTEx | Breast Mammary Tissue (Female) | RP11-296I10.6 | 0.18 | 0.17 | enet | 8 | 0.13 | 1.0e-04 | -4.85 | -5.3 | 9.2e-08 | -0.20 | 0.33 | 0.08 | FALSE |
16 | GTEx | Cells Transformed fibroblasts | RP11-296I10.6 | 0.10 | 0.09 | enet | 9 | 0.10 | 6.1e-08 | -4.88 | -5.6 | 2.5e-08 | -0.19 | 1.00 | 0.00 | FALSE |
17 | GTEx | Colon Sigmoid | RP11-296I10.6 | 0.32 | 0.33 | enet | 20 | 0.33 | 2.2e-12 | -4.88 | -5.2 | 1.8e-07 | -0.13 | 1.00 | 0.00 | FALSE |
18 | GTEx | Heart Atrial Appendage | RP11-296I10.6 | 0.18 | 0.19 | enet | 16 | 0.16 | 1.1e-07 | -4.88 | -5.7 | 1.1e-08 | -0.18 | 0.99 | 0.00 | FALSE |
19 | GTEx | Muscle Skeletal | EXOSC6 | 0.28 | 0.32 | enet | 20 | 0.32 | 4.2e-32 | -4.88 | -5.2 | 2.7e-07 | -0.18 | 1.00 | 0.00 | FALSE |
20 | GTEx | Muscle Skeletal | RP11-296I10.6 | 0.11 | 0.15 | enet | 16 | 0.15 | 1.8e-14 | -4.89 | -5.2 | 1.5e-07 | -0.20 | 1.00 | 0.00 | FALSE |
21 | GTEx | Nerve Tibial | RP11-296I10.6 | 0.32 | 0.40 | enet | 23 | 0.43 | 5.1e-33 | -4.89 | -5.2 | 1.9e-07 | -0.16 | 1.00 | 0.00 | FALSE |
22 | GTEx | Ovary | RP11-296I10.6 | 0.35 | 0.28 | enet | 18 | 0.27 | 2.2e-07 | -4.85 | -6.9 | 5.4e-12 | -0.46 | 0.15 | 0.68 | FALSE |
23 | GTEx | Stomach | RP11-296I10.6 | 0.24 | 0.15 | enet | 14 | 0.16 | 4.5e-08 | -4.88 | -5.3 | 1.2e-07 | -0.16 | 1.00 | 0.00 | FALSE |
24 | GTEx | Testis | WWP2 | 0.30 | 0.10 | lasso | 5 | 0.16 | 9.2e-08 | 5.61 | 7.6 | 3.0e-14 | 0.68 | 0.32 | 0.53 | FALSE |
25 | GTEx | Thyroid | NOB1 | 0.03 | 0.01 | enet | 6 | 0.02 | 7.7e-03 | 7.00 | -7.9 | 2.5e-15 | -0.76 | 0.24 | 0.24 | FALSE |
26 | GTEx | Thyroid | CTD-2033A16.3 | 0.03 | 0.02 | enet | 7 | 0.02 | 6.7e-03 | 5.07 | -7.3 | 3.7e-13 | -0.72 | 0.20 | 0.29 | FALSE |
27 | GTEx | Whole Blood | RP11-296I10.6 | 0.08 | 0.07 | enet | 16 | 0.09 | 2.3e-08 | -4.88 | -5.3 | 1.3e-07 | -0.19 | 1.00 | 0.00 | FALSE |
28 | METSIM | Adipose | CLEC18A | 0.26 | 0.18 | lasso | 15 | 0.27 | 4.4e-40 | 3.65 | -5.9 | 3.9e-09 | -0.31 | 1.00 | 0.00 | FALSE |
29 | METSIM | Adipose | NOB1 | 0.03 | 0.03 | lasso | 2 | 0.03 | 2.8e-05 | 3.87 | -5.2 | 1.7e-07 | -0.57 | 0.22 | 0.75 | FALSE |
30 | NTR | Blood | EXOSC6 | 0.06 | 0.07 | bslmm | 195 | 0.07 | 2.7e-22 | -4.89 | -5.6 | 2.1e-08 | -0.18 | 1.00 | 0.00 | FALSE |
31 | ROSMAP | Brain Pre-frontal Cortex | RP11-296I10.6 | 0.36 | 0.42 | enet | 19 | 0.42 | 6.7e-59 | -4.87 | -5.3 | 1.3e-07 | -0.16 | 1.00 | 0.00 | FALSE |
32 | YFS | Blood | EXOSC6 | 0.24 | 0.24 | lasso | 5 | 0.25 | 2.4e-81 | -4.89 | -5.2 | 1.6e-07 | -0.16 | 1.00 | 0.00 | FALSE |
33 | YFS | Blood | PDPR | 0.02 | 0.00 | enet | 20 | 0.01 | 1.8e-05 | -0.42 | 6.2 | 7.6e-10 | 0.55 | 0.02 | 0.63 | FALSE |
34 | The Cancer Genome Atlas | Bladder Urothelial Carcinoma | PDXDC2 | 0.06 | 0.02 | blup | 26 | 0.06 | 9.7e-06 | -6.23 | -5.2 | 1.8e-07 | -0.36 | 0.02 | 0.96 | FALSE |
35 | The Cancer Genome Atlas | Breast Invasive Carcinoma | CLEC18A | 0.16 | 0.17 | enet | 10 | 0.19 | 6.8e-37 | -6.11 | -5.7 | 1.5e-08 | -0.41 | 0.40 | 0.60 | FALSE |
36 | The Cancer Genome Atlas | Breast Invasive Carcinoma | NFAT5 | 0.02 | 0.01 | enet | 5 | 0.01 | 6.6e-04 | 4.99 | 8.5 | 1.7e-17 | 0.76 | 0.02 | 0.55 | FALSE |
37 | The Cancer Genome Atlas | Breast Invasive Carcinoma | NQO1 | 0.02 | 0.01 | blup | 39 | 0.01 | 4.3e-03 | 5.41 | 6.3 | 3.9e-10 | 0.73 | 0.06 | 0.16 | TRUE |
38 | The Cancer Genome Atlas | Cervical Squamous Cell Carcinoma | CLEC18A | 0.10 | 0.06 | lasso | 2 | 0.04 | 6.3e-03 | -6.11 | -6.1 | 1.0e-09 | -0.43 | 0.04 | 0.25 | FALSE |
39 | The Cancer Genome Atlas | Colon Adenocarcinoma | CLEC18A | 0.14 | 0.18 | lasso | 5 | 0.15 | 4.5e-09 | -6.11 | -6.2 | 5.7e-10 | -0.45 | 0.26 | 0.74 | FALSE |
40 | The Cancer Genome Atlas | Colon Adenocarcinoma | NQO1 | 0.06 | 0.04 | lasso | 3 | 0.01 | 5.3e-02 | 5.41 | 5.4 | 8.0e-08 | 0.53 | 0.04 | 0.07 | FALSE |
41 | The Cancer Genome Atlas | Esophageal Carcinoma | CLEC18A | 0.19 | 0.04 | blup | 23 | 0.10 | 3.6e-04 | -6.22 | -5.4 | 6.9e-08 | -0.33 | 0.01 | 0.40 | FALSE |
42 | The Cancer Genome Atlas | Glioblastoma Multiforme | PDXDC2 | 0.10 | 0.12 | lasso | 3 | 0.10 | 4.7e-04 | -6.11 | -6.1 | 1.0e-09 | -0.43 | 0.01 | 0.83 | FALSE |
43 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | AARS | 0.02 | 0.01 | enet | 4 | 0.01 | 5.3e-02 | -4.87 | 5.3 | 1.1e-07 | 0.05 | 0.00 | 0.38 | FALSE |
44 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | CLEC18A | 0.20 | 0.12 | lasso | 3 | 0.15 | 2.7e-16 | -6.29 | -6.2 | 5.1e-10 | -0.36 | 0.21 | 0.79 | FALSE |
45 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | AARS | 0.05 | 0.02 | enet | 6 | 0.03 | 9.8e-03 | -4.87 | 5.4 | 7.0e-08 | 0.15 | 0.00 | 0.38 | FALSE |
46 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | EXOSC6 | 0.17 | 0.17 | enet | 5 | 0.17 | 9.2e-10 | -4.87 | -5.4 | 6.5e-08 | -0.17 | 0.00 | 0.99 | FALSE |
47 | The Cancer Genome Atlas | Lung Adenocarcinoma | CLEC18A | 0.13 | 0.17 | enet | 11 | 0.17 | 1.8e-19 | -6.11 | -6.1 | 1.1e-09 | -0.39 | 0.30 | 0.70 | FALSE |
48 | The Cancer Genome Atlas | Lung Adenocarcinoma | EXOSC6 | 0.09 | 0.13 | enet | 5 | 0.13 | 4.2e-15 | -4.87 | -5.2 | 1.8e-07 | -0.16 | 0.00 | 0.99 | FALSE |
49 | The Cancer Genome Atlas | Lung Adenocarcinoma | PDXDC2 | 0.10 | 0.10 | blup | 26 | 0.11 | 6.7e-13 | 3.60 | -5.2 | 2.0e-07 | -0.31 | 0.14 | 0.86 | FALSE |
50 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | CLEC18A | 0.06 | 0.10 | lasso | 1 | 0.09 | 6.9e-11 | -6.22 | -6.2 | 4.8e-10 | -0.42 | 0.27 | 0.73 | FALSE |
51 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | PDXDC2 | 0.09 | 0.05 | blup | 26 | 0.07 | 2.5e-08 | -3.56 | -5.2 | 2.4e-07 | -0.35 | 0.02 | 0.98 | FALSE |
52 | The Cancer Genome Atlas | Pancreatic Adenocarcinoma | CLEC18A | 0.21 | 0.08 | blup | 23 | 0.12 | 9.8e-06 | -3.62 | -5.4 | 5.6e-08 | -0.32 | 0.06 | 0.32 | FALSE |
53 | The Cancer Genome Atlas | Pheochromocytoma and Paraganglioma | CLEC18A | 0.20 | 0.14 | enet | 12 | 0.15 | 1.5e-06 | -6.22 | -6.0 | 1.7e-09 | -0.39 | 0.22 | 0.67 | FALSE |
54 | The Cancer Genome Atlas | Rectum Adenocarcinoma | CLEC18A | 0.15 | 0.03 | blup | 23 | 0.09 | 4.3e-03 | -3.62 | -6.6 | 3.2e-11 | -0.57 | 0.01 | 0.33 | FALSE |
55 | The Cancer Genome Atlas | Soft Tissue Sarcoma | CLEC18A | 0.12 | 0.11 | lasso | 2 | 0.11 | 3.4e-07 | -6.23 | -6.2 | 4.6e-10 | -0.46 | 0.26 | 0.74 | FALSE |
56 | The Cancer Genome Atlas | Skin Cutaneous Melanoma | CLEC18A | 0.17 | 0.09 | enet | 8 | 0.11 | 8.5e-04 | -3.62 | -6.0 | 2.1e-09 | -0.52 | 0.02 | 0.70 | FALSE |
57 | The Cancer Genome Atlas | Stomach Adenocarcinoma | CLEC18A | 0.07 | 0.05 | blup | 23 | 0.04 | 3.7e-04 | -6.23 | -6.5 | 5.7e-11 | -0.40 | 0.15 | 0.48 | FALSE |
58 | The Cancer Genome Atlas | Testicular Germ Cell Tumors | CLEC18A | 0.20 | 0.09 | lasso | 5 | 0.08 | 8.8e-04 | -6.60 | -6.7 | 3.0e-11 | -0.59 | 0.01 | 0.85 | FALSE |
59 | The Cancer Genome Atlas | Thyroid Carcinoma | CLEC18A | 0.24 | 0.26 | blup | 23 | 0.27 | 1.3e-26 | -6.23 | -5.5 | 3.9e-08 | -0.36 | 0.24 | 0.76 | FALSE |