Best TWAS P=8.88e-20 · Best GWAS P=4.78e-19 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 | B3GALNT2 | 0.21 | 0.26 | lasso | 3 | 0.26 | 8.0e-31 | 6.1 | -6.2 | 6.5e-10 | 0.45 | 1.00 | 0.00 | FALSE |
2 | CommonMind | Brain Pre-frontal Cortex | GGPS1 | 0.18 | 0.21 | enet | 34 | 0.24 | 1.1e-28 | -8.8 | -8.8 | 1.3e-18 | 0.87 | 0.01 | 0.99 | FALSE |
3 | CommonMind | Brain Pre-frontal Cortex | LOC100506795 | 0.18 | 0.11 | enet | 42 | 0.10 | 9.3e-13 | -5.0 | 5.8 | 5.5e-09 | -0.07 | 0.97 | 0.03 | FALSE |
4 | GTEx | Adipose Subcutaneous | TBCE | 0.12 | 0.10 | lasso | 2 | 0.08 | 2.6e-07 | -6.4 | -6.7 | 1.7e-11 | 0.53 | 0.97 | 0.01 | FALSE |
5 | GTEx | Adipose Subcutaneous | B3GALNT2 | 0.14 | 0.13 | enet | 10 | 0.11 | 3.8e-09 | 5.7 | -6.0 | 2.7e-09 | 0.40 | 1.00 | 0.00 | FALSE |
6 | GTEx | Artery Aorta | RP5-855F14.1 | 0.26 | 0.20 | enet | 14 | 0.24 | 1.2e-13 | -5.3 | 5.1 | 3.1e-07 | -0.09 | 0.94 | 0.06 | FALSE |
7 | GTEx | Breast Mammary Tissue | B3GALNT2 | 0.21 | 0.14 | enet | 7 | 0.13 | 3.3e-07 | 6.2 | -6.6 | 3.1e-11 | 0.48 | 0.99 | 0.00 | FALSE |
8 | GTEx | Breast Mammary Tissue (Female) | B3GALNT2 | 0.12 | 0.12 | enet | 13 | 0.07 | 5.0e-03 | 6.0 | -6.5 | 5.7e-11 | 0.46 | 0.10 | 0.06 | FALSE |
9 | GTEx | Cells EBV-transformed lymphocytes | TBCE | 0.16 | 0.19 | lasso | 2 | 0.15 | 1.1e-05 | 6.1 | -6.5 | 7.9e-11 | 0.48 | 0.33 | 0.10 | FALSE |
10 | GTEx | Cells EBV-transformed lymphocytes | B3GALNT2 | 0.32 | 0.27 | enet | 9 | 0.27 | 1.7e-09 | 6.1 | -6.1 | 1.1e-09 | 0.44 | 0.99 | 0.00 | FALSE |
11 | GTEx | Cells Transformed fibroblasts | B3GALNT2 | 0.18 | 0.03 | lasso | 13 | 0.09 | 1.8e-07 | 6.3 | -8.0 | 1.9e-15 | 0.66 | 0.46 | 0.54 | FALSE |
12 | GTEx | Heart Atrial Appendage | TBCE | 0.22 | 0.03 | enet | 10 | 0.02 | 5.3e-02 | -6.8 | -6.6 | 4.2e-11 | 0.57 | 0.13 | 0.06 | FALSE |
13 | GTEx | Lung | TBCE | 0.08 | 0.06 | lasso | 2 | 0.05 | 1.2e-04 | -6.4 | -6.5 | 8.2e-11 | 0.53 | 0.71 | 0.01 | FALSE |
14 | GTEx | Muscle Skeletal | TBCE | 0.07 | 0.05 | enet | 4 | 0.05 | 7.6e-06 | -6.4 | -7.2 | 5.9e-13 | 0.58 | 0.77 | 0.02 | FALSE |
15 | GTEx | Nerve Tibial | TBCE | 0.09 | 0.04 | lasso | 4 | 0.04 | 1.1e-03 | -6.4 | -7.1 | 1.4e-12 | 0.60 | 0.12 | 0.40 | FALSE |
16 | GTEx | Nerve Tibial | B3GALNT2 | 0.31 | 0.28 | enet | 33 | 0.28 | 6.6e-20 | 6.1 | -5.9 | 3.6e-09 | 0.37 | 1.00 | 0.00 | FALSE |
17 | GTEx | Nerve Tibial | TOMM20 | 0.09 | 0.04 | enet | 8 | 0.06 | 7.0e-05 | -7.1 | -8.3 | 8.9e-17 | 0.83 | 0.23 | 0.75 | FALSE |
18 | GTEx | Nerve Tibial | RP5-855F14.1 | 0.10 | 0.11 | lasso | 3 | 0.13 | 3.5e-09 | -4.9 | 5.9 | 3.9e-09 | -0.15 | 0.89 | 0.03 | TRUE |
19 | GTEx | Testis | ARID4B | 0.20 | 0.21 | lasso | 5 | 0.17 | 3.7e-08 | -7.1 | 7.1 | 1.1e-12 | -0.77 | 0.84 | 0.16 | FALSE |
20 | GTEx | Thyroid | B3GALNT2 | 0.19 | 0.17 | enet | 30 | 0.16 | 6.7e-12 | 6.3 | -6.0 | 1.9e-09 | 0.43 | 1.00 | 0.00 | FALSE |
21 | GTEx | Vagina | TBCE | 0.27 | 0.12 | enet | 10 | 0.10 | 3.2e-03 | -6.4 | -7.1 | 1.7e-12 | 0.54 | 0.25 | 0.08 | FALSE |
22 | GTEx | Whole Blood | TBCE | 0.06 | 0.03 | enet | 7 | 0.05 | 4.9e-05 | -6.4 | -6.5 | 8.5e-11 | 0.57 | 0.90 | 0.01 | FALSE |
23 | GTEx | Whole Blood | B3GALNT2 | 0.10 | 0.05 | enet | 6 | 0.03 | 4.4e-04 | 6.0 | -6.1 | 1.2e-09 | 0.43 | 0.67 | 0.01 | FALSE |
24 | METSIM | Adipose | B3GALNT2 | 0.11 | 0.10 | bslmm | 332 | 0.10 | 1.4e-14 | 6.2 | -6.8 | 9.4e-12 | 0.44 | 1.00 | 0.00 | FALSE |
25 | METSIM | Adipose | TOMM20 | 0.05 | 0.00 | bslmm | 413 | 0.01 | 3.5e-03 | -7.6 | 6.0 | 1.7e-09 | -0.42 | 0.07 | 0.08 | FALSE |
26 | NTR | Blood | B3GALNT2 | 0.06 | 0.05 | lasso | 4 | 0.05 | 3.3e-17 | 6.0 | -6.5 | 6.0e-11 | 0.46 | 1.00 | 0.00 | FALSE |
27 | NTR | Blood | GGPS1 | 0.03 | 0.03 | lasso | 3 | 0.03 | 5.0e-10 | -8.9 | 9.1 | 8.9e-20 | -0.99 | 0.01 | 0.99 | TRUE |
28 | YFS | Blood | B3GALNT2 | 0.01 | 0.00 | lasso | 4 | 0.00 | 1.7e-02 | -5.8 | -8.0 | 8.9e-16 | 0.74 | 0.09 | 0.82 | FALSE |
29 | YFS | Blood | GGPS1 | 0.08 | 0.09 | enet | 33 | 0.11 | 9.8e-33 | -8.9 | 8.9 | 6.8e-19 | -0.93 | 0.01 | 0.99 | FALSE |
30 | YFS | Blood | RBM34 | 0.03 | 0.02 | blup | 386 | 0.02 | 1.0e-07 | 2.3 | -5.5 | 3.7e-08 | 0.62 | 0.97 | 0.03 | FALSE |
31 | The Cancer Genome Atlas | Bladder Urothelial Carcinoma | B3GALNT2 | 0.04 | 0.01 | blup | 77 | 0.02 | 4.8e-03 | 6.1 | -7.4 | 1.2e-13 | 0.55 | 0.09 | 0.62 | FALSE |
32 | The Cancer Genome Atlas | Breast Invasive Carcinoma | B3GALNT2 | 0.13 | 0.14 | lasso | 3 | 0.13 | 2.0e-26 | 6.3 | -6.3 | 3.7e-10 | 0.44 | 0.84 | 0.16 | FALSE |
33 | The Cancer Genome Atlas | Colon Adenocarcinoma | B3GALNT2 | 0.11 | 0.08 | blup | 75 | 0.09 | 9.1e-06 | 6.3 | -6.8 | 1.2e-11 | 0.45 | 0.54 | 0.24 | FALSE |
34 | The Cancer Genome Atlas | Glioblastoma Multiforme | B3GALNT2 | 0.22 | 0.15 | enet | 17 | 0.17 | 6.7e-06 | -6.1 | -6.8 | 8.7e-12 | 0.48 | 0.25 | 0.69 | FALSE |
35 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | B3GALNT2 | 0.05 | 0.06 | enet | 12 | 0.07 | 2.2e-08 | 5.7 | -6.9 | 4.6e-12 | 0.55 | 0.29 | 0.71 | FALSE |
36 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | TBCE | 0.04 | 0.05 | enet | 4 | 0.04 | 2.4e-05 | -6.4 | -6.4 | 1.2e-10 | 0.52 | 0.88 | 0.10 | FALSE |
37 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | B3GALNT2 | 0.17 | 0.32 | lasso | 4 | 0.31 | 1.2e-35 | 6.3 | -6.3 | 2.5e-10 | 0.46 | 0.84 | 0.16 | FALSE |
38 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | TBCE | 0.05 | 0.04 | blup | 58 | 0.04 | 2.2e-05 | -6.2 | -6.7 | 2.0e-11 | 0.56 | 0.86 | 0.06 | FALSE |
39 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | B3GALNT2 | 0.16 | 0.24 | enet | 17 | 0.24 | 9.2e-14 | 6.3 | -7.2 | 5.2e-13 | 0.54 | 0.81 | 0.19 | FALSE |
40 | The Cancer Genome Atlas | Brain Lower Grade Glioma | B3GALNT2 | 0.15 | 0.22 | enet | 17 | 0.22 | 3.1e-24 | 6.3 | -7.1 | 1.5e-12 | 0.54 | 0.84 | 0.16 | FALSE |
41 | The Cancer Genome Atlas | Lung Adenocarcinoma | B3GALNT2 | 0.07 | 0.11 | lasso | 3 | 0.10 | 3.2e-12 | 6.1 | -6.2 | 5.7e-10 | 0.46 | 0.88 | 0.12 | FALSE |
42 | The Cancer Genome Atlas | Ovarian Serous Cystadenocarcinoma | B3GALNT2 | 0.04 | 0.03 | lasso | 3 | 0.03 | 3.6e-03 | 6.1 | -6.6 | 4.9e-11 | 0.48 | 0.06 | 0.45 | FALSE |
43 | The Cancer Genome Atlas | Pheochromocytoma and Paraganglioma | B3GALNT2 | 0.08 | 0.05 | enet | 8 | 0.05 | 4.5e-03 | 6.2 | -7.2 | 4.2e-13 | 0.50 | 0.09 | 0.27 | FALSE |
44 | The Cancer Genome Atlas | Pheochromocytoma and Paraganglioma | RBM34 | 0.09 | -0.01 | blup | 32 | 0.01 | 1.1e-01 | 2.7 | 6.4 | 1.4e-10 | -0.64 | 0.01 | 0.22 | FALSE |
45 | The Cancer Genome Atlas | Prostate Adenocarcinoma | B3GALNT2 | 0.03 | 0.00 | blup | 77 | 0.01 | 1.3e-02 | -6.7 | -6.0 | 2.3e-09 | 0.56 | 0.04 | 0.89 | FALSE |
46 | The Cancer Genome Atlas | Prostate Adenocarcinoma | TBCE | 0.07 | 0.04 | blup | 58 | 0.05 | 6.8e-06 | -6.4 | -5.6 | 2.1e-08 | 0.46 | 0.94 | 0.02 | FALSE |
47 | The Cancer Genome Atlas | Rectum Adenocarcinoma | ARID4B | 0.39 | 0.00 | blup | 70 | 0.05 | 2.7e-02 | 2.5 | 6.6 | 4.5e-11 | -0.66 | 0.02 | 0.40 | FALSE |
48 | The Cancer Genome Atlas | Soft Tissue Sarcoma | B3GALNT2 | 0.06 | 0.06 | blup | 75 | 0.05 | 7.5e-04 | 6.1 | -6.7 | 2.1e-11 | 0.51 | 0.06 | 0.82 | FALSE |
49 | The Cancer Genome Atlas | Stomach Adenocarcinoma | B3GALNT2 | 0.14 | 0.04 | enet | 14 | 0.08 | 2.1e-06 | -6.7 | -5.5 | 3.0e-08 | 0.43 | 0.16 | 0.76 | FALSE |
50 | The Cancer Genome Atlas | Testicular Germ Cell Tumors | ARID4B | 0.13 | -0.01 | blup | 70 | 0.08 | 8.2e-04 | -6.7 | -8.2 | 3.8e-16 | 0.88 | 0.04 | 0.82 | FALSE |
51 | The Cancer Genome Atlas | Thyroid Carcinoma | B3GALNT2 | 0.11 | 0.15 | lasso | 6 | 0.15 | 2.5e-14 | -6.1 | -6.6 | 5.2e-11 | 0.56 | 0.66 | 0.34 | FALSE |
52 | The Cancer Genome Atlas | Thyroid Carcinoma | GGPS1 | 0.05 | 0.01 | enet | 5 | 0.02 | 9.6e-03 | -8.7 | 6.8 | 1.1e-11 | -0.80 | 0.00 | 0.81 | FALSE |