Best TWAS P=3.72e-20 · Best GWAS P=2.99e-23 conditioned to 0.0225
# | 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 | GTEx | Adipose Subcutaneous | LYZ | 0.15 | 0.08 | lasso | 3 | 0.09 | 5.4e-08 | -5.5 | -5.7 | 1.6e-08 | -0.06 | 1.00 | 0.00 | FALSE |
2 | GTEx | Adipose Subcutaneous | YEATS4 | 0.32 | 0.28 | enet | 17 | 0.30 | 1.0e-24 | 5.5 | -6.1 | 1.4e-09 | -0.06 | 1.00 | 0.00 | FALSE |
3 | GTEx | Adipose Subcutaneous | RP11-1143G9.4 | 0.12 | 0.04 | lasso | 4 | 0.04 | 5.0e-04 | -5.5 | -5.5 | 3.2e-08 | -0.03 | 0.81 | 0.01 | FALSE |
4 | GTEx | Adipose Visceral Omentum | LYZ | 0.17 | 0.12 | enet | 12 | 0.12 | 5.2e-07 | 5.2 | -5.5 | 4.1e-08 | -0.11 | 0.98 | 0.00 | FALSE |
5 | GTEx | Adipose Visceral Omentum | YEATS4 | 0.32 | 0.30 | lasso | 3 | 0.29 | 2.7e-15 | 5.5 | -5.5 | 3.1e-08 | -0.10 | 1.00 | 0.00 | FALSE |
6 | GTEx | Adipose Visceral Omentum | RP11-1143G9.4 | 0.16 | 0.13 | enet | 10 | 0.13 | 2.3e-07 | 5.2 | -5.7 | 1.2e-08 | -0.15 | 0.99 | 0.00 | FALSE |
7 | GTEx | Adrenal Gland | LYZ | 0.24 | 0.22 | enet | 14 | 0.23 | 6.9e-09 | 5.1 | -5.7 | 1.0e-08 | -0.17 | 0.97 | 0.00 | FALSE |
8 | GTEx | Adrenal Gland | RP11-1143G9.4 | 0.18 | 0.15 | enet | 11 | 0.17 | 8.5e-07 | 5.5 | -5.4 | 6.1e-08 | -0.15 | 0.88 | 0.01 | FALSE |
9 | GTEx | Brain Cortex | YEATS4 | 0.22 | 0.11 | enet | 18 | 0.09 | 1.8e-03 | 6.4 | -6.8 | 1.2e-11 | -0.08 | 0.36 | 0.05 | TRUE |
10 | GTEx | Brain Hypothalamus | YEATS4 | 0.21 | 0.00 | enet | 21 | 0.03 | 6.1e-02 | -1.6 | -5.2 | 1.9e-07 | -0.23 | 0.08 | 0.06 | FALSE |
11 | GTEx | Brain Nucleus accumbens basal ganglia | YEATS4 | 0.29 | 0.25 | enet | 8 | 0.17 | 2.6e-05 | 5.5 | -5.4 | 5.7e-08 | -0.07 | 0.42 | 0.03 | FALSE |
12 | GTEx | Breast Mammary Tissue | YEATS4 | 0.44 | 0.30 | lasso | 9 | 0.29 | 2.9e-15 | 5.5 | -5.1 | 3.0e-07 | -0.08 | 1.00 | 0.00 | FALSE |
13 | GTEx | Breast Mammary Tissue (Male) | YEATS4 | 0.25 | 0.20 | lasso | 6 | 0.13 | 6.1e-04 | 5.2 | -5.2 | 2.5e-07 | -0.17 | 0.10 | 0.27 | FALSE |
14 | GTEx | Cells EBV-transformed lymphocytes | YEATS4 | 0.47 | 0.43 | lasso | 6 | 0.43 | 1.8e-15 | 5.2 | 5.1 | 3.0e-07 | 0.17 | 1.00 | 0.00 | FALSE |
15 | GTEx | Colon Sigmoid | YEATS4 | 0.20 | 0.26 | lasso | 2 | 0.25 | 2.2e-09 | 5.5 | -5.5 | 3.1e-08 | -0.11 | 0.95 | 0.00 | FALSE |
16 | GTEx | Colon Transverse | YEATS4 | 0.17 | 0.06 | enet | 11 | 0.10 | 1.2e-05 | 5.7 | -5.4 | 6.1e-08 | 0.01 | 0.67 | 0.02 | FALSE |
17 | GTEx | Heart Atrial Appendage | LYZ | 0.20 | 0.20 | enet | 17 | 0.16 | 1.7e-07 | 5.7 | -6.4 | 1.2e-10 | -0.11 | 0.98 | 0.00 | FALSE |
18 | GTEx | Heart Atrial Appendage | YEATS4 | 0.28 | 0.19 | lasso | 4 | 0.20 | 3.7e-09 | 5.5 | -5.3 | 1.1e-07 | -0.05 | 0.95 | 0.00 | FALSE |
19 | GTEx | Heart Atrial Appendage | RP11-1143G9.4 | 0.14 | 0.08 | enet | 12 | 0.00 | 3.9e-01 | 5.7 | -6.1 | 1.2e-09 | -0.09 | 0.67 | 0.02 | FALSE |
20 | GTEx | Heart Left Ventricle | YEATS4 | 0.21 | 0.18 | enet | 9 | 0.11 | 1.8e-06 | -5.5 | -5.8 | 6.1e-09 | -0.08 | 1.00 | 0.00 | FALSE |
21 | GTEx | Lung | LYZ | 0.30 | 0.25 | enet | 22 | 0.27 | 1.1e-20 | 5.2 | -5.5 | 3.3e-08 | -0.15 | 1.00 | 0.00 | FALSE |
22 | GTEx | Lung | YEATS4 | 0.13 | 0.18 | lasso | 6 | 0.16 | 1.1e-12 | 5.5 | -5.8 | 9.1e-09 | -0.11 | 1.00 | 0.00 | FALSE |
23 | GTEx | Lung | RP11-1143G9.4 | 0.30 | 0.24 | enet | 23 | 0.27 | 1.5e-20 | 5.5 | -5.2 | 2.1e-07 | -0.15 | 1.00 | 0.00 | FALSE |
24 | GTEx | Muscle Skeletal | YEATS4 | 0.24 | 0.25 | lasso | 6 | 0.24 | 8.3e-24 | 5.5 | -5.6 | 2.8e-08 | -0.10 | 1.00 | 0.00 | FALSE |
25 | GTEx | Ovary | YEATS4 | 0.28 | 0.21 | lasso | 3 | 0.14 | 2.9e-04 | 5.5 | -5.5 | 4.5e-08 | -0.08 | 0.13 | 0.05 | FALSE |
26 | GTEx | Skin Not Sun Exposed Suprapubic | YEATS4 | 0.36 | 0.37 | lasso | 3 | 0.37 | 3.9e-21 | 5.5 | -5.5 | 4.8e-08 | -0.09 | 1.00 | 0.00 | FALSE |
27 | GTEx | Skin Sun Exposed Lower leg | LYZ | 0.09 | 0.10 | enet | 13 | 0.10 | 8.0e-09 | 5.5 | -6.8 | 1.5e-11 | -0.17 | 1.00 | 0.00 | FALSE |
28 | GTEx | Skin Sun Exposed Lower leg | YEATS4 | 0.30 | 0.32 | enet | 19 | 0.31 | 6.6e-26 | 5.5 | -5.7 | 1.4e-08 | -0.14 | 1.00 | 0.00 | FALSE |
29 | GTEx | Skin Sun Exposed Lower leg | RP11-1143G9.4 | 0.08 | 0.07 | lasso | 5 | 0.07 | 2.1e-06 | 5.5 | -6.1 | 1.1e-09 | -0.11 | 0.99 | 0.00 | FALSE |
30 | GTEx | Spleen | LYZ | 0.30 | 0.14 | enet | 25 | 0.09 | 2.5e-03 | 5.2 | -6.3 | 2.4e-10 | -0.13 | 0.36 | 0.04 | FALSE |
31 | GTEx | Spleen | RP11-1143G9.4 | 0.29 | 0.09 | lasso | 11 | 0.09 | 2.9e-03 | 5.2 | -6.5 | 7.2e-11 | -0.15 | 0.32 | 0.04 | FALSE |
32 | GTEx | Stomach | YEATS4 | 0.19 | 0.16 | lasso | 8 | 0.12 | 2.7e-06 | 5.5 | -5.5 | 3.0e-08 | -0.02 | 0.85 | 0.02 | FALSE |
33 | GTEx | Thyroid | LYZ | 0.09 | 0.01 | enet | 12 | 0.03 | 1.9e-03 | 5.7 | -6.3 | 2.4e-10 | -0.04 | 0.70 | 0.01 | FALSE |
34 | GTEx | Thyroid | YEATS4 | 0.32 | 0.37 | lasso | 4 | 0.37 | 1.0e-29 | 5.5 | -5.5 | 3.9e-08 | -0.08 | 1.00 | 0.00 | FALSE |
35 | GTEx | Thyroid | FRS2 | 0.30 | 0.16 | lasso | 6 | 0.17 | 8.8e-13 | 9.9 | 9.2 | 3.7e-20 | 0.93 | 0.00 | 1.00 | TRUE |
36 | GTEx | Thyroid | RP11-1143G9.4 | 0.08 | 0.04 | enet | 9 | 0.02 | 6.8e-03 | 5.7 | -6.5 | 7.8e-11 | -0.07 | 0.79 | 0.01 | FALSE |
37 | GTEx | Vagina | YEATS4 | 0.45 | 0.13 | lasso | 6 | 0.18 | 8.2e-05 | 5.5 | -5.2 | 1.5e-07 | -0.14 | 0.19 | 0.09 | FALSE |
38 | GTEx | Whole Blood | LYZ | 0.18 | 0.12 | enet | 17 | 0.13 | 6.0e-12 | -5.5 | -6.2 | 7.7e-10 | -0.11 | 1.00 | 0.00 | FALSE |
39 | GTEx | Whole Blood | RP11-1143G9.4 | 0.15 | 0.08 | enet | 18 | 0.08 | 1.2e-07 | -5.5 | -6.1 | 1.3e-09 | -0.10 | 1.00 | 0.00 | FALSE |
40 | METSIM | Adipose | LYZ | 0.06 | 0.06 | enet | 9 | 0.07 | 2.5e-10 | 6.2 | -6.1 | 1.1e-09 | -0.17 | 1.00 | 0.00 | FALSE |
41 | METSIM | Adipose | YEATS4 | 0.24 | 0.29 | lasso | 2 | 0.28 | 8.4e-42 | 5.5 | -5.5 | 3.1e-08 | -0.10 | 1.00 | 0.00 | FALSE |
42 | NTR | Blood | LYZ | 0.19 | 0.22 | lasso | 6 | 0.26 | 2.6e-83 | 5.5 | -5.9 | 3.7e-09 | -0.07 | 1.00 | 0.00 | FALSE |
43 | YFS | Blood | LYZ | 0.57 | 0.68 | enet | 49 | 0.73 | 0.0e+00 | 5.7 | -5.9 | 3.6e-09 | -0.11 | 1.00 | 0.00 | FALSE |
44 | The Cancer Genome Atlas | Bladder Urothelial Carcinoma | LYZ | 0.06 | 0.03 | blup | 42 | 0.05 | 6.9e-05 | 5.6 | -6.4 | 1.5e-10 | -0.09 | 0.04 | 0.96 | FALSE |
45 | The Cancer Genome Atlas | Breast Invasive Carcinoma | LYZ | 0.08 | 0.12 | enet | 7 | 0.14 | 1.4e-27 | -5.5 | -6.2 | 6.0e-10 | -0.10 | 0.00 | 1.00 | FALSE |
46 | The Cancer Genome Atlas | Cervical Squamous Cell Carcinoma | YEATS4 | 0.11 | 0.02 | blup | 74 | 0.03 | 9.0e-03 | 5.2 | 5.3 | 1.1e-07 | 0.18 | 0.09 | 0.03 | FALSE |
47 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | CPSF6 | 0.05 | 0.03 | lasso | 4 | 0.03 | 3.0e-04 | -6.1 | 6.3 | 3.7e-10 | 0.12 | 0.03 | 0.96 | FALSE |
48 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | LYZ | 0.08 | 0.10 | enet | 9 | 0.12 | 1.4e-13 | 6.4 | -5.9 | 2.9e-09 | -0.09 | 0.00 | 1.00 | FALSE |
49 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | LYZ | 0.13 | 0.16 | enet | 8 | 0.17 | 2.6e-18 | -5.5 | -6.2 | 7.9e-10 | -0.13 | 0.07 | 0.93 | FALSE |
50 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | YEATS4 | 0.26 | 0.18 | enet | 17 | 0.29 | 4.9e-33 | 5.7 | -5.3 | 1.3e-07 | 0.04 | 1.00 | 0.00 | FALSE |
51 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | LYZ | 0.17 | 0.22 | lasso | 7 | 0.25 | 1.6e-14 | -5.5 | -5.8 | 8.8e-09 | -0.08 | 0.09 | 0.91 | FALSE |
52 | The Cancer Genome Atlas | Brain Lower Grade Glioma | LYZ | 0.06 | 0.06 | enet | 6 | 0.06 | 7.5e-08 | -5.5 | -5.9 | 4.5e-09 | -0.13 | 0.10 | 0.90 | FALSE |
53 | The Cancer Genome Atlas | Lung Adenocarcinoma | LYZ | 0.12 | 0.10 | lasso | 2 | 0.10 | 9.5e-12 | 5.6 | -5.2 | 2.1e-07 | -0.12 | 0.23 | 0.77 | FALSE |
54 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | LYZ | 0.10 | 0.08 | enet | 8 | 0.10 | 2.4e-11 | 6.4 | -6.3 | 3.0e-10 | -0.13 | 0.00 | 1.00 | FALSE |
55 | The Cancer Genome Atlas | Ovarian Serous Cystadenocarcinoma | LYZ | 0.19 | 0.16 | enet | 10 | 0.18 | 4.5e-12 | 5.2 | -5.5 | 4.7e-08 | -0.15 | 0.06 | 0.94 | FALSE |
56 | The Cancer Genome Atlas | Pheochromocytoma and Paraganglioma | LYZ | 0.29 | 0.14 | lasso | 6 | 0.26 | 6.8e-11 | 6.4 | -6.2 | 4.0e-10 | -0.14 | 0.00 | 1.00 | FALSE |
57 | The Cancer Genome Atlas | Prostate Adenocarcinoma | LYZ | 0.09 | 0.12 | enet | 9 | 0.14 | 3.9e-14 | 5.7 | -5.8 | 7.4e-09 | -0.14 | 0.14 | 0.86 | FALSE |
58 | The Cancer Genome Atlas | Soft Tissue Sarcoma | LYZ | 0.06 | 0.02 | blup | 43 | 0.03 | 7.4e-03 | -5.5 | -5.8 | 5.7e-09 | -0.07 | 0.01 | 0.80 | FALSE |
59 | The Cancer Genome Atlas | Stomach Adenocarcinoma | LYZ | 0.07 | 0.07 | enet | 6 | 0.08 | 4.1e-06 | 5.7 | -5.7 | 9.6e-09 | -0.10 | 0.10 | 0.83 | FALSE |
60 | The Cancer Genome Atlas | Testicular Germ Cell Tumors | LYZ | 0.17 | 0.17 | lasso | 4 | 0.19 | 2.2e-07 | 5.7 | -6.1 | 9.4e-10 | -0.08 | 0.01 | 0.99 | FALSE |
61 | The Cancer Genome Atlas | Thyroid Carcinoma | LYZ | 0.05 | 0.05 | lasso | 2 | 0.05 | 2.1e-05 | 6.4 | -6.3 | 2.2e-10 | -0.11 | 0.00 | 1.00 | FALSE |
62 | The Cancer Genome Atlas | Uterine Corpus Endometrial Carcinoma | LYZ | 0.16 | 0.12 | enet | 13 | 0.13 | 2.3e-04 | 5.5 | -5.4 | 6.0e-08 | -0.13 | 0.02 | 0.93 | FALSE |