Best TWAS P=2.37e-21 · Best GWAS P=8.99e-24 conditioned to 0.000127
# | 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 | CBX7 | 0.09 | 0.07 | bslmm | 416 | 0.06 | 2.7e-07 | -5.3 | -6.0 | 1.8e-09 | -0.07 | 0.86 | 0.14 | FALSE |
2 | CommonMind | Brain Pre-frontal Cortex | MICALL1 | 0.10 | 0.04 | blup | 388 | 0.05 | 6.2e-07 | 5.4 | -5.5 | 3.6e-08 | -0.03 | 1.00 | 0.00 | FALSE |
3 | CommonMind | Brain Pre-frontal Cortex | POLR2F | 0.06 | 0.05 | blup | 389 | 0.05 | 5.5e-07 | 5.0 | -6.4 | 1.6e-10 | 0.04 | 0.99 | 0.00 | FALSE |
4 | CommonMind | Brain Pre-frontal Cortex | TRIOBP | 0.20 | 0.20 | bslmm | 501 | 0.21 | 4.3e-25 | 4.6 | -5.2 | 1.7e-07 | 0.02 | 1.00 | 0.00 | FALSE |
5 | CommonMind | Brain Pre-frontal Cortex | TST | 0.13 | 0.11 | lasso | 6 | 0.11 | 2.0e-13 | -7.1 | -7.4 | 1.4e-13 | -0.39 | 1.00 | 0.00 | FALSE |
6 | GTEx | Adipose Subcutaneous | TRIOBP | 0.13 | 0.14 | lasso | 7 | 0.14 | 3.9e-11 | 4.9 | -5.3 | 1.2e-07 | 0.03 | 1.00 | 0.00 | FALSE |
7 | GTEx | Adipose Subcutaneous | GCAT | 0.16 | 0.12 | lasso | 5 | 0.12 | 9.2e-10 | 5.2 | 5.4 | 8.2e-08 | -0.04 | 1.00 | 0.00 | FALSE |
8 | GTEx | Adipose Subcutaneous | BAIAP2L2 | 0.11 | 0.03 | lasso | 5 | 0.04 | 1.8e-04 | -5.7 | 6.8 | 7.5e-12 | 0.02 | 0.15 | 0.37 | FALSE |
9 | GTEx | Artery Aorta | TRIOBP | 0.13 | 0.10 | lasso | 8 | 0.11 | 1.1e-06 | 4.9 | -5.2 | 1.6e-07 | 0.01 | 0.98 | 0.01 | FALSE |
10 | GTEx | Artery Aorta | MICALL1 | 0.11 | 0.06 | lasso | 2 | 0.02 | 1.5e-02 | 5.6 | 5.7 | 1.4e-08 | -0.01 | 0.63 | 0.05 | FALSE |
11 | GTEx | Artery Aorta | RP5-1039K5.17 | 0.07 | 0.04 | lasso | 2 | 0.04 | 3.0e-03 | 5.4 | 5.3 | 9.2e-08 | -0.03 | 0.27 | 0.03 | FALSE |
12 | GTEx | Artery Coronary | TRIOBP | 0.27 | 0.14 | lasso | 4 | 0.14 | 2.2e-05 | 5.1 | -5.8 | 8.8e-09 | 0.01 | 0.29 | 0.12 | FALSE |
13 | GTEx | Artery Tibial | GCAT | 0.09 | 0.09 | lasso | 2 | 0.08 | 3.5e-07 | 6.9 | 6.8 | 1.3e-11 | 0.00 | 0.16 | 0.84 | TRUE |
14 | GTEx | Artery Tibial | MICALL1 | 0.11 | 0.04 | lasso | 4 | 0.05 | 8.4e-05 | 5.6 | 5.7 | 1.4e-08 | 0.00 | 0.58 | 0.11 | FALSE |
15 | GTEx | Artery Tibial | C22orf23 | 0.08 | 0.05 | lasso | 2 | 0.05 | 4.2e-05 | 5.6 | 5.7 | 1.2e-08 | -0.02 | 0.96 | 0.02 | FALSE |
16 | GTEx | Brain Cortex | TMEM184B | 0.29 | 0.12 | lasso | 7 | 0.09 | 1.6e-03 | -6.8 | 7.1 | 1.1e-12 | 0.01 | 0.02 | 0.82 | TRUE |
17 | GTEx | Breast Mammary Tissue | TRIOBP | 0.11 | 0.10 | enet | 13 | 0.09 | 3.3e-05 | 5.2 | -6.0 | 2.7e-09 | 0.04 | 0.83 | 0.02 | FALSE |
18 | GTEx | Cells Transformed fibroblasts | TRIOBP | 0.08 | 0.03 | enet | 11 | 0.09 | 3.0e-07 | 4.6 | -5.3 | 1.2e-07 | 0.01 | 0.96 | 0.00 | FALSE |
19 | GTEx | Cells Transformed fibroblasts | PLA2G6 | 0.23 | 0.09 | lasso | 9 | 0.10 | 9.9e-08 | -5.8 | -6.2 | 4.3e-10 | -0.08 | 0.24 | 0.76 | FALSE |
20 | GTEx | Esophagus Mucosa | PLA2G6 | 0.22 | 0.02 | lasso | 6 | 0.04 | 1.9e-03 | -5.8 | -5.5 | 3.4e-08 | -0.09 | 0.21 | 0.75 | FALSE |
21 | GTEx | Esophagus Muscularis | TRIOBP | 0.07 | 0.06 | lasso | 3 | 0.06 | 1.7e-04 | 5.6 | -5.7 | 1.4e-08 | 0.03 | 0.70 | 0.02 | FALSE |
22 | GTEx | Esophagus Muscularis | GCAT | 0.11 | 0.12 | lasso | 3 | 0.12 | 1.1e-07 | 4.9 | 5.4 | 6.7e-08 | -0.04 | 0.99 | 0.00 | FALSE |
23 | GTEx | Heart Left Ventricle | TRIOBP | 0.16 | 0.04 | lasso | 4 | 0.08 | 6.2e-05 | 4.6 | -5.4 | 6.9e-08 | 0.03 | 0.84 | 0.05 | FALSE |
24 | GTEx | Lung | GCAT | 0.10 | 0.09 | lasso | 2 | 0.07 | 9.7e-06 | 5.2 | 5.3 | 1.4e-07 | -0.04 | 0.97 | 0.01 | FALSE |
25 | GTEx | Nerve Tibial | TRIOBP | 0.20 | 0.18 | lasso | 7 | 0.22 | 9.1e-16 | 4.9 | -5.6 | 2.3e-08 | 0.02 | 1.00 | 0.00 | FALSE |
26 | GTEx | Nerve Tibial | PLA2G6 | 0.34 | 0.08 | lasso | 8 | 0.11 | 2.9e-08 | 3.5 | -5.2 | 1.5e-07 | -0.07 | 0.27 | 0.73 | FALSE |
27 | GTEx | Nerve Tibial | MAFF | 0.14 | 0.06 | lasso | 3 | 0.05 | 1.2e-04 | -7.0 | 7.1 | 1.7e-12 | 0.05 | 0.01 | 0.99 | FALSE |
28 | GTEx | Pancreas | GCAT | 0.32 | 0.23 | lasso | 6 | 0.26 | 2.4e-11 | 5.3 | -5.3 | 1.4e-07 | 0.06 | 1.00 | 0.00 | FALSE |
29 | GTEx | Pancreas | PLA2G6 | 0.28 | 0.00 | lasso | 6 | 0.01 | 1.4e-01 | 3.5 | -6.8 | 9.4e-12 | -0.06 | 0.10 | 0.12 | FALSE |
30 | GTEx | Skin Not Sun Exposed Suprapubic | TRIOBP | 0.12 | 0.04 | lasso | 3 | 0.05 | 7.0e-04 | 5.1 | -5.3 | 1.1e-07 | 0.01 | 0.57 | 0.06 | FALSE |
31 | GTEx | Skin Sun Exposed Lower leg | TRIOBP | 0.06 | 0.06 | lasso | 4 | 0.06 | 1.7e-05 | 5.1 | -5.2 | 2.0e-07 | -0.01 | 0.88 | 0.03 | FALSE |
32 | GTEx | Skin Sun Exposed Lower leg | BAIAP2L2 | 0.09 | 0.09 | lasso | 4 | 0.09 | 5.5e-08 | -5.5 | 5.5 | 3.4e-08 | 0.11 | 0.43 | 0.56 | FALSE |
33 | GTEx | Testis | ADSL | 0.18 | 0.13 | lasso | 4 | 0.10 | 5.2e-05 | 5.0 | 5.5 | 3.4e-08 | -0.07 | 0.20 | 0.35 | FALSE |
34 | GTEx | Whole Blood | TRIOBP | 0.18 | 0.05 | enet | 29 | 0.14 | 1.7e-12 | 4.9 | -7.0 | 2.2e-12 | 0.03 | 1.00 | 0.00 | FALSE |
35 | GTEx | Whole Blood | CBX6 | 0.08 | 0.03 | enet | 15 | 0.03 | 1.4e-03 | 1.8 | 5.2 | 1.9e-07 | 0.02 | 0.04 | 0.67 | FALSE |
36 | GTEx | Whole Blood | H1F0 | 0.10 | 0.04 | enet | 17 | 0.08 | 1.1e-07 | 6.9 | 6.2 | 7.1e-10 | 0.02 | 0.15 | 0.85 | FALSE |
37 | NTR | Blood | SH3BP1 | 0.02 | 0.00 | blup | 497 | 0.01 | 5.0e-03 | 2.8 | 5.9 | 3.4e-09 | -0.06 | 0.06 | 0.37 | FALSE |
38 | YFS | Blood | CBX7 | 0.04 | 0.02 | blup | 395 | 0.02 | 1.2e-08 | 6.7 | -6.2 | 6.6e-10 | -0.03 | 0.01 | 0.99 | TRUE |
39 | YFS | Blood | H1F0 | 0.42 | 0.34 | lasso | 7 | 0.42 | 6.3e-150 | 6.9 | 5.8 | 4.9e-09 | 0.01 | 0.12 | 0.88 | FALSE |
40 | The Cancer Genome Atlas | Breast Invasive Carcinoma | TRIOBP | 0.04 | 0.05 | enet | 16 | 0.06 | 3.0e-13 | 4.9 | -5.6 | 1.7e-08 | 0.02 | 0.29 | 0.71 | FALSE |
41 | The Cancer Genome Atlas | Glioblastoma Multiforme | GALR3 | 0.09 | 0.04 | blup | 27 | 0.06 | 8.8e-03 | 6.9 | 6.2 | 4.8e-10 | -0.02 | 0.01 | 0.80 | FALSE |
42 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | ADSL | 0.04 | 0.03 | enet | 6 | 0.03 | 1.6e-04 | 5.6 | 6.4 | 1.2e-10 | -0.02 | 0.03 | 0.49 | TRUE |
43 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | PLA2G6 | 0.05 | 0.01 | blup | 76 | 0.01 | 7.7e-02 | -6.4 | -6.9 | 5.2e-12 | -0.06 | 0.01 | 0.81 | FALSE |
44 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | TRIOBP | 0.11 | 0.09 | enet | 10 | 0.11 | 5.5e-12 | 5.1 | -5.3 | 1.1e-07 | 0.01 | 0.83 | 0.17 | FALSE |
45 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | TRIOBP | 0.12 | 0.14 | enet | 8 | 0.12 | 3.1e-07 | 5.3 | -5.8 | 5.5e-09 | -0.01 | 0.09 | 0.91 | FALSE |
46 | The Cancer Genome Atlas | Brain Lower Grade Glioma | GALR3 | 0.04 | 0.04 | lasso | 2 | 0.05 | 3.4e-06 | 5.6 | 5.8 | 7.5e-09 | -0.01 | 0.04 | 0.95 | FALSE |
47 | The Cancer Genome Atlas | Brain Lower Grade Glioma | GCAT | 0.07 | 0.06 | lasso | 4 | 0.06 | 2.0e-07 | 5.3 | -5.4 | 5.9e-08 | 0.04 | 0.71 | 0.29 | FALSE |
48 | The Cancer Genome Atlas | Brain Lower Grade Glioma | TRIOBP | 0.08 | 0.07 | enet | 11 | 0.08 | 6.1e-09 | 5.3 | -5.7 | 1.6e-08 | 0.03 | 0.05 | 0.95 | FALSE |
49 | The Cancer Genome Atlas | Lung Adenocarcinoma | ADSL | 0.03 | 0.00 | blup | 33 | 0.01 | 8.9e-03 | 5.7 | 5.2 | 2.5e-07 | 0.02 | 0.01 | 0.53 | FALSE |
50 | The Cancer Genome Atlas | Ovarian Serous Cystadenocarcinoma | ADSL | 0.06 | 0.02 | lasso | 2 | 0.03 | 6.6e-03 | 5.8 | 5.4 | 8.5e-08 | -0.06 | 0.02 | 0.13 | FALSE |
51 | The Cancer Genome Atlas | Prostate Adenocarcinoma | ADSL | 0.08 | 0.02 | enet | 5 | 0.02 | 2.3e-03 | 4.6 | 5.6 | 2.3e-08 | 0.03 | 0.05 | 0.36 | FALSE |
52 | The Cancer Genome Atlas | Prostate Adenocarcinoma | GALR3 | 0.11 | 0.16 | lasso | 4 | 0.15 | 4.9e-15 | 5.2 | 5.3 | 1.2e-07 | -0.04 | 0.94 | 0.06 | FALSE |
53 | The Cancer Genome Atlas | Prostate Adenocarcinoma | SGSM3 | 0.06 | 0.01 | lasso | 4 | 0.01 | 7.4e-02 | -6.5 | 5.5 | 4.5e-08 | 0.05 | 0.00 | 0.94 | FALSE |
54 | The Cancer Genome Atlas | Soft Tissue Sarcoma | KCTD17 | 0.08 | 0.00 | enet | 7 | 0.00 | 4.7e-01 | -3.8 | -5.3 | 1.4e-07 | -0.62 | 0.07 | 0.06 | FALSE |
55 | The Cancer Genome Atlas | Thyroid Carcinoma | GCAT | 0.02 | 0.03 | blup | 29 | 0.03 | 1.4e-03 | 4.9 | 5.4 | 8.0e-08 | -0.03 | 0.04 | 0.41 | FALSE |
56 | The Cancer Genome Atlas | Thyroid Carcinoma | MPST | 0.08 | 0.09 | lasso | 5 | 0.06 | 1.4e-06 | 8.2 | 8.4 | 6.5e-17 | 0.75 | 0.47 | 0.52 | FALSE |
57 | The Cancer Genome Atlas | Thyroid Carcinoma | PLA2G6 | 0.03 | 0.02 | lasso | 2 | 0.03 | 6.5e-04 | -5.9 | -5.9 | 4.1e-09 | -0.05 | 0.06 | 0.41 | FALSE |
58 | The Cancer Genome Atlas | Thyroid Carcinoma | POLR2F | 0.02 | 0.02 | blup | 34 | 0.02 | 9.4e-03 | 5.4 | 5.2 | 1.8e-07 | -0.04 | 0.03 | 0.48 | FALSE |
59 | The Cancer Genome Atlas | Thyroid Carcinoma | TST | 0.05 | 0.04 | lasso | 2 | 0.04 | 9.9e-05 | 8.2 | 9.5 | 2.4e-21 | 0.82 | 0.00 | 0.95 | TRUE |
60 | The Cancer Genome Atlas | Uterine Corpus Endometrial Carcinoma | GCAT | 0.17 | 0.05 | blup | 29 | 0.07 | 4.8e-03 | 6.9 | -6.2 | 5.6e-10 | -0.01 | 0.00 | 0.92 | FALSE |