Best TWAS P=2.94e-53 · Best GWAS P=1.22e-40 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 | GIGYF1 | 0.08 | 0.01 | blup | 295 | 0.06 | 9.2e-08 | -7.106 | -6.8 | 9.3e-12 | 0.12 | 0.52 | 0.02 | FALSE |
2 | GTEx | Adipose Subcutaneous | SRRT | 0.14 | 0.04 | enet | 40 | 0.06 | 2.0e-05 | 10.769 | -6.6 | 3.1e-11 | -0.45 | 0.01 | 0.94 | FALSE |
3 | GTEx | Adipose Subcutaneous | GIGYF1 | 0.14 | 0.10 | enet | 22 | 0.14 | 1.9e-11 | -7.154 | -7.8 | 6.4e-15 | 0.06 | 1.00 | 0.00 | FALSE |
4 | GTEx | Adipose Visceral Omentum | GIGYF1 | 0.12 | 0.07 | lasso | 3 | 0.04 | 5.0e-03 | -7.257 | -7.2 | 7.3e-13 | -0.01 | 0.12 | 0.04 | FALSE |
5 | GTEx | Adrenal Gland | GIGYF1 | 0.23 | 0.14 | lasso | 1 | 0.07 | 1.2e-03 | -7.154 | -7.2 | 8.5e-13 | -0.06 | 0.17 | 0.11 | FALSE |
6 | GTEx | Artery Aorta | ACHE | 0.35 | 0.31 | enet | 35 | 0.32 | 1.9e-18 | -10.709 | -7.6 | 3.8e-14 | -0.06 | 1.00 | 0.00 | FALSE |
7 | GTEx | Artery Aorta | SRRT | 0.11 | 0.09 | enet | 20 | 0.09 | 1.4e-05 | -10.710 | -9.5 | 1.9e-21 | -0.23 | 0.42 | 0.08 | FALSE |
8 | GTEx | Artery Aorta | GIGYF1 | 0.14 | 0.11 | enet | 9 | 0.11 | 1.1e-06 | -7.154 | -7.2 | 7.6e-13 | 0.06 | 0.79 | 0.01 | FALSE |
9 | GTEx | Artery Aorta | UFSP1 | 0.15 | 0.00 | enet | 49 | 0.02 | 3.3e-02 | 3.480 | -6.3 | 3.6e-10 | -0.64 | 0.04 | 0.86 | FALSE |
10 | GTEx | Artery Tibial | ACHE | 0.10 | 0.09 | lasso | 5 | 0.08 | 9.2e-07 | -10.710 | -10.7 | 9.2e-27 | -0.31 | 0.92 | 0.01 | FALSE |
11 | GTEx | Artery Tibial | SRRT | 0.14 | 0.02 | enet | 12 | 0.02 | 8.8e-03 | 12.905 | -15.1 | 9.7e-52 | -0.88 | 0.01 | 0.96 | FALSE |
12 | GTEx | Artery Tibial | GIGYF1 | 0.13 | 0.04 | enet | 23 | 0.05 | 1.5e-04 | -7.984 | -5.9 | 4.6e-09 | 0.04 | 0.39 | 0.03 | FALSE |
13 | GTEx | Brain Caudate basal ganglia | TFR2 | 0.14 | 0.00 | enet | 16 | 0.00 | 2.3e-01 | 1.685 | 6.1 | 1.1e-09 | 0.13 | 0.06 | 0.21 | FALSE |
14 | GTEx | Brain Cerebellar Hemisphere | ZCWPW1 | 0.17 | 0.01 | lasso | 5 | 0.01 | 1.9e-01 | -2.117 | 5.3 | 8.8e-08 | 0.57 | 0.03 | 0.42 | FALSE |
15 | GTEx | Brain Putamen basal ganglia | STAG3 | 0.36 | 0.03 | lasso | 12 | 0.09 | 3.1e-03 | -7.106 | -6.1 | 1.1e-09 | -0.01 | 0.11 | 0.28 | FALSE |
16 | GTEx | Brain Putamen basal ganglia | GIGYF1 | 0.31 | -0.01 | lasso | 5 | -0.01 | 5.1e-01 | -7.984 | -6.1 | 1.1e-09 | 0.09 | 0.07 | 0.08 | FALSE |
17 | GTEx | Breast Mammary Tissue | GIGYF1 | 0.23 | 0.07 | enet | 14 | 0.09 | 2.4e-05 | -7.257 | -5.9 | 2.9e-09 | 0.11 | 0.29 | 0.03 | FALSE |
18 | GTEx | Cells Transformed fibroblasts | GIGYF1 | 0.21 | 0.16 | lasso | 9 | 0.19 | 6.2e-14 | -7.154 | -7.0 | 2.5e-12 | -0.03 | 1.00 | 0.00 | TRUE |
19 | GTEx | Cells Transformed fibroblasts | EPHB4 | 0.25 | 0.16 | lasso | 4 | 0.16 | 1.1e-11 | 10.764 | 12.0 | 2.0e-33 | 0.59 | 0.98 | 0.02 | FALSE |
20 | GTEx | Colon Sigmoid | CLDN15 | 0.29 | 0.00 | lasso | 4 | 0.00 | 4.5e-01 | -4.220 | -6.5 | 1.1e-10 | -0.08 | 0.36 | 0.11 | FALSE |
21 | GTEx | Colon Transverse | GIGYF1 | 0.20 | 0.05 | enet | 19 | 0.09 | 4.9e-05 | -7.257 | -6.0 | 2.7e-09 | 0.23 | 0.54 | 0.02 | TRUE |
22 | GTEx | Esophagus Gastroesophageal Junction | GIGYF1 | 0.29 | 0.09 | lasso | 3 | 0.12 | 5.6e-05 | -8.074 | -8.0 | 9.6e-16 | -0.06 | 0.69 | 0.02 | FALSE |
23 | GTEx | Esophagus Mucosa | TRIP6 | 0.15 | 0.16 | lasso | 2 | 0.15 | 4.7e-10 | 13.149 | 13.1 | 1.7e-39 | 0.99 | 0.02 | 0.98 | FALSE |
24 | GTEx | Esophagus Mucosa | MOSPD3 | 0.16 | 0.08 | enet | 15 | 0.09 | 1.1e-06 | -2.625 | 5.6 | 1.9e-08 | 0.34 | 0.92 | 0.01 | FALSE |
25 | GTEx | Esophagus Mucosa | GIGYF1 | 0.10 | 0.01 | enet | 15 | 0.07 | 1.0e-05 | -7.154 | -7.4 | 1.7e-13 | 0.11 | 0.57 | 0.02 | FALSE |
26 | GTEx | Esophagus Muscularis | GIGYF1 | 0.22 | 0.12 | enet | 13 | 0.15 | 3.3e-09 | -7.154 | -5.7 | 1.3e-08 | 0.03 | 0.99 | 0.00 | FALSE |
27 | GTEx | Heart Atrial Appendage | ACHE | 0.19 | 0.19 | lasso | 2 | 0.18 | 2.6e-08 | -10.710 | -10.6 | 3.7e-26 | -0.29 | 0.95 | 0.00 | FALSE |
28 | GTEx | Heart Atrial Appendage | SRRT | 0.14 | 0.01 | enet | 10 | 0.02 | 4.5e-02 | -10.710 | -8.4 | 3.1e-17 | -0.17 | 0.10 | 0.06 | FALSE |
29 | GTEx | Heart Atrial Appendage | GIGYF1 | 0.12 | 0.07 | lasso | 8 | 0.05 | 2.8e-03 | -10.710 | -9.4 | 4.2e-21 | -0.06 | 0.16 | 0.04 | FALSE |
30 | GTEx | Heart Left Ventricle | GIGYF1 | 0.09 | 0.02 | lasso | 4 | 0.02 | 2.0e-02 | -8.074 | -6.2 | 5.4e-10 | 0.09 | 0.14 | 0.06 | FALSE |
31 | GTEx | Lung | GIGYF1 | 0.25 | 0.13 | lasso | 7 | 0.14 | 4.0e-11 | -7.257 | -7.8 | 6.0e-15 | -0.06 | 1.00 | 0.00 | FALSE |
32 | GTEx | Lung | UFSP1 | 0.09 | 0.05 | lasso | 3 | 0.05 | 1.9e-04 | 13.348 | -13.2 | 5.2e-40 | -0.99 | 0.00 | 0.98 | FALSE |
33 | GTEx | Muscle Skeletal | GIGYF1 | 0.10 | 0.03 | enet | 14 | 0.06 | 6.8e-07 | -7.106 | -8.8 | 1.4e-18 | -0.04 | 0.96 | 0.00 | FALSE |
34 | GTEx | Nerve Tibial | TRIP6 | 0.10 | 0.08 | enet | 23 | 0.11 | 3.9e-08 | 0.049 | -5.8 | 8.7e-09 | 0.27 | 0.94 | 0.00 | FALSE |
35 | GTEx | Nerve Tibial | ACHE | 0.28 | 0.23 | lasso | 7 | 0.22 | 6.1e-16 | -10.710 | -10.7 | 1.5e-26 | -0.31 | 1.00 | 0.00 | FALSE |
36 | GTEx | Nerve Tibial | SRRT | 0.13 | 0.12 | lasso | 4 | 0.11 | 3.7e-08 | -10.982 | -11.1 | 7.4e-29 | -0.32 | 0.99 | 0.01 | FALSE |
37 | GTEx | Nerve Tibial | GIGYF1 | 0.17 | 0.14 | enet | 7 | 0.14 | 2.3e-10 | -7.106 | -7.2 | 4.4e-13 | -0.04 | 1.00 | 0.00 | FALSE |
38 | GTEx | Ovary | GIGYF1 | 0.23 | 0.15 | lasso | 5 | 0.14 | 2.9e-04 | -11.542 | -11.4 | 7.4e-30 | -0.25 | 0.20 | 0.04 | FALSE |
39 | GTEx | Prostate | GIGYF1 | 0.51 | 0.06 | lasso | 10 | 0.05 | 2.0e-02 | -7.078 | -7.1 | 1.3e-12 | 0.06 | 0.07 | 0.07 | FALSE |
40 | GTEx | Skin Not Sun Exposed Suprapubic | GIGYF1 | 0.11 | 0.00 | lasso | 5 | 0.00 | 2.2e-01 | -9.050 | -9.1 | 6.5e-20 | -0.17 | 0.09 | 0.04 | FALSE |
41 | GTEx | Skin Sun Exposed Lower leg | ACHE | 0.07 | 0.10 | lasso | 1 | 0.09 | 3.5e-08 | -10.710 | -10.7 | 9.2e-27 | -0.31 | 0.99 | 0.00 | FALSE |
42 | GTEx | Skin Sun Exposed Lower leg | SRRT | 0.13 | 0.09 | enet | 6 | 0.08 | 1.9e-07 | 13.152 | -13.2 | 5.1e-40 | -0.99 | 0.01 | 0.99 | FALSE |
43 | GTEx | Skin Sun Exposed Lower leg | GIGYF1 | 0.11 | 0.07 | enet | 12 | 0.09 | 1.4e-07 | -7.984 | -6.8 | 1.2e-11 | 0.01 | 0.97 | 0.00 | FALSE |
44 | GTEx | Spleen | GIGYF1 | 0.22 | 0.00 | enet | 19 | 0.10 | 1.3e-03 | -8.074 | -6.4 | 1.8e-10 | 0.14 | 0.11 | 0.23 | FALSE |
45 | GTEx | Stomach | GIGYF1 | 0.24 | 0.03 | lasso | 5 | 0.07 | 4.7e-04 | -7.078 | -6.5 | 9.8e-11 | -0.02 | 0.35 | 0.03 | FALSE |
46 | GTEx | Testis | GIGYF1 | 0.23 | 0.05 | enet | 17 | 0.17 | 7.4e-08 | -7.984 | -5.6 | 2.2e-08 | 0.09 | 0.89 | 0.01 | FALSE |
47 | GTEx | Thyroid | ACHE | 0.19 | 0.10 | enet | 33 | 0.14 | 1.5e-10 | -10.710 | -5.6 | 2.4e-08 | -0.02 | 1.00 | 0.00 | FALSE |
48 | GTEx | Thyroid | GIGYF1 | 0.33 | 0.24 | lasso | 7 | 0.24 | 1.5e-18 | -7.257 | -7.6 | 3.1e-14 | -0.05 | 1.00 | 0.00 | FALSE |
49 | GTEx | Vagina | RP11-758P17.3 | 0.44 | -0.01 | enet | 37 | 0.04 | 4.7e-02 | -0.789 | 5.9 | 3.1e-09 | 0.36 | 0.03 | 0.13 | FALSE |
50 | GTEx | Whole Blood | GIGYF1 | 0.04 | 0.02 | lasso | 5 | 0.01 | 5.5e-02 | -7.106 | -6.9 | 6.2e-12 | 0.01 | 0.16 | 0.03 | FALSE |
51 | METSIM | Adipose | UFSP1 | 0.06 | 0.03 | lasso | 5 | 0.04 | 4.0e-07 | 12.612 | -9.3 | 1.8e-20 | -0.87 | 0.16 | 0.83 | FALSE |
52 | ROSMAP | Brain Pre-frontal Cortex | SRRT | 0.05 | 0.02 | bslmm | 331 | 0.02 | 1.1e-03 | -10.710 | -8.1 | 8.4e-16 | -0.16 | 0.51 | 0.02 | FALSE |
53 | YFS | Blood | GNB2 | 0.04 | 0.00 | bslmm | 286 | 0.01 | 6.5e-05 | -0.886 | -9.6 | 7.0e-22 | -0.43 | 0.03 | 0.44 | FALSE |
54 | YFS | Blood | SLC12A9 | 0.04 | 0.02 | enet | 11 | 0.02 | 9.0e-07 | 10.775 | -12.1 | 1.7e-33 | -0.53 | 0.85 | 0.14 | FALSE |
55 | YFS | Blood | TRIP6 | 0.08 | 0.10 | lasso | 6 | 0.11 | 6.7e-35 | -10.710 | 9.8 | 1.0e-22 | 0.21 | 1.00 | 0.00 | FALSE |
56 | YFS | Blood | UFSP1 | 0.20 | 0.29 | lasso | 12 | 0.33 | 1.2e-113 | -1.515 | -6.9 | 4.2e-12 | -0.84 | 1.00 | 0.00 | FALSE |
57 | The Cancer Genome Atlas | Bladder Urothelial Carcinoma | TRIP6 | 0.12 | 0.03 | enet | 16 | 0.08 | 3.9e-07 | 13.348 | 15.4 | 2.9e-53 | 0.83 | 0.01 | 0.99 | TRUE |
58 | The Cancer Genome Atlas | Breast Invasive Carcinoma | ACHE | 0.03 | 0.01 | blup | 56 | 0.01 | 1.8e-03 | -11.229 | -8.1 | 4.3e-16 | -0.44 | 0.03 | 0.06 | FALSE |
59 | The Cancer Genome Atlas | Breast Invasive Carcinoma | TRIP6 | 0.03 | 0.03 | lasso | 4 | 0.02 | 6.8e-06 | 12.612 | 12.9 | 5.6e-38 | 0.97 | 0.02 | 0.98 | FALSE |
60 | The Cancer Genome Atlas | Breast Invasive Carcinoma | UFSP1 | 0.06 | 0.02 | blup | 52 | 0.04 | 1.5e-08 | 12.931 | -9.8 | 8.8e-23 | -0.88 | 0.03 | 0.97 | FALSE |
61 | The Cancer Genome Atlas | Glioblastoma Multiforme | EPHB4 | 0.16 | 0.11 | enet | 7 | 0.07 | 3.8e-03 | -10.710 | 9.9 | 2.9e-23 | 0.32 | 0.05 | 0.05 | FALSE |
62 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | GNB2 | 0.03 | 0.01 | blup | 31 | 0.02 | 1.3e-03 | -7.984 | 5.9 | 3.2e-09 | -0.05 | 0.00 | 0.79 | TRUE |
63 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | TRIM56 | 0.06 | 0.01 | blup | 38 | 0.02 | 4.2e-03 | -3.422 | -6.0 | 1.4e-09 | -0.14 | 0.01 | 0.67 | FALSE |
64 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | UFSP1 | 0.07 | 0.06 | blup | 53 | 0.09 | 4.3e-10 | 3.143 | -6.9 | 5.7e-12 | -0.85 | 0.12 | 0.88 | FALSE |
65 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | UFSP1 | 0.10 | 0.03 | blup | 53 | 0.08 | 1.7e-05 | 12.612 | -10.6 | 2.5e-26 | -0.91 | 0.01 | 0.99 | FALSE |
66 | The Cancer Genome Atlas | Brain Lower Grade Glioma | EPO | 0.03 | 0.00 | blup | 33 | 0.00 | 1.4e-01 | -7.106 | 7.4 | 1.9e-13 | 0.24 | 0.01 | 0.17 | FALSE |
67 | The Cancer Genome Atlas | Brain Lower Grade Glioma | GIGYF1 | 0.05 | 0.06 | lasso | 3 | 0.06 | 4.7e-07 | -7.106 | -7.1 | 1.2e-12 | -0.06 | 0.56 | 0.43 | FALSE |
68 | The Cancer Genome Atlas | Brain Lower Grade Glioma | UFSP1 | 0.09 | 0.05 | blup | 52 | 0.09 | 5.6e-10 | 12.931 | -9.0 | 2.0e-19 | -0.89 | 0.07 | 0.93 | TRUE |
69 | The Cancer Genome Atlas | Lung Adenocarcinoma | GIGYF1 | 0.03 | 0.02 | blup | 30 | 0.02 | 4.7e-03 | -7.078 | -6.8 | 9.8e-12 | 0.04 | 0.02 | 0.41 | FALSE |
70 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | UFSP1 | 0.03 | 0.01 | blup | 53 | 0.02 | 1.6e-03 | 12.926 | -10.3 | 5.7e-25 | -0.92 | 0.01 | 0.70 | FALSE |
71 | The Cancer Genome Atlas | Pheochromocytoma and Paraganglioma | EPHB4 | 0.20 | 0.07 | blup | 50 | 0.10 | 6.9e-05 | -11.387 | 13.4 | 4.4e-41 | 0.47 | 0.07 | 0.11 | FALSE |
72 | The Cancer Genome Atlas | Prostate Adenocarcinoma | GIGYF1 | 0.04 | 0.03 | blup | 29 | 0.03 | 1.7e-04 | -8.074 | -7.2 | 4.8e-13 | 0.02 | 0.00 | 0.97 | FALSE |
73 | The Cancer Genome Atlas | Prostate Adenocarcinoma | UFSP1 | 0.05 | 0.04 | blup | 53 | 0.06 | 4.8e-07 | -1.300 | -6.8 | 1.1e-11 | -0.84 | 0.04 | 0.95 | FALSE |
74 | The Cancer Genome Atlas | Soft Tissue Sarcoma | TRIM56 | 0.10 | 0.07 | lasso | 2 | 0.05 | 7.3e-04 | 7.002 | -7.0 | 2.5e-12 | -0.15 | 0.00 | 1.00 | TRUE |
75 | The Cancer Genome Atlas | Soft Tissue Sarcoma | UFSP1 | 0.06 | 0.02 | blup | 53 | 0.05 | 3.5e-04 | 0.206 | -5.8 | 9.0e-09 | -0.81 | 0.05 | 0.69 | FALSE |
76 | The Cancer Genome Atlas | Testicular Germ Cell Tumors | EPHB4 | 0.30 | 0.20 | lasso | 5 | 0.18 | 8.1e-07 | -11.387 | -13.0 | 1.1e-38 | -0.47 | 0.21 | 0.66 | FALSE |
77 | The Cancer Genome Atlas | Thyroid Carcinoma | ACHE | 0.04 | 0.04 | lasso | 2 | 0.03 | 3.0e-04 | -10.982 | -11.0 | 4.7e-28 | -0.32 | 0.32 | 0.05 | FALSE |
78 | The Cancer Genome Atlas | Thyroid Carcinoma | EPHB4 | 0.05 | 0.04 | lasso | 1 | 0.02 | 2.8e-03 | -11.387 | 11.4 | 4.8e-30 | 0.26 | 0.15 | 0.03 | FALSE |
79 | The Cancer Genome Atlas | Thyroid Carcinoma | GIGYF1 | 0.04 | 0.03 | blup | 30 | 0.03 | 8.4e-04 | -7.078 | -7.0 | 3.2e-12 | 0.10 | 0.01 | 0.74 | TRUE |
80 | The Cancer Genome Atlas | Thyroid Carcinoma | UFSP1 | 0.08 | 0.11 | lasso | 3 | 0.12 | 1.2e-11 | 12.926 | -10.6 | 4.0e-26 | -0.95 | 0.01 | 0.99 | FALSE |