Best TWAS P=1.37e-23 · Best GWAS P=3.08e-28 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 | GTEx | Adipose Subcutaneous | EML4 | 0.17 | 0.14 | lasso | 2 | 0.14 | 6.9e-12 | 9.00 | -9.1 | 7.0e-20 | -0.63 | 1.00 | 0.00 | TRUE |
2 | GTEx | Adipose Subcutaneous | FTOP1 | 0.08 | 0.01 | enet | 17 | 0.03 | 3.6e-03 | 5.16 | 5.7 | 1.4e-08 | 0.28 | 0.46 | 0.02 | FALSE |
3 | GTEx | Artery Aorta | COX7A2L | 0.13 | 0.12 | lasso | 7 | 0.10 | 2.4e-06 | -4.61 | -5.5 | 3.3e-08 | -0.52 | 0.99 | 0.00 | FALSE |
4 | GTEx | Artery Aorta | OXER1 | 0.20 | 0.20 | lasso | 8 | 0.24 | 9.8e-14 | 7.45 | 6.8 | 7.3e-12 | 0.44 | 1.00 | 0.00 | FALSE |
5 | GTEx | Artery Aorta | FTOP1 | 0.17 | 0.04 | lasso | 6 | 0.02 | 3.5e-02 | 5.47 | 5.3 | 1.2e-07 | 0.31 | 0.19 | 0.04 | FALSE |
6 | GTEx | Artery Tibial | FTOP1 | 0.08 | 0.07 | enet | 14 | 0.07 | 3.3e-06 | 6.16 | 6.8 | 1.0e-11 | 0.39 | 0.91 | 0.02 | FALSE |
7 | GTEx | Brain Caudate basal ganglia | HAAO | 0.33 | 0.18 | enet | 25 | 0.26 | 5.6e-08 | 6.16 | -6.0 | 1.9e-09 | -0.31 | 0.71 | 0.07 | FALSE |
8 | GTEx | Brain Cerebellar Hemisphere | FTOP1 | 0.36 | 0.41 | lasso | 5 | 0.40 | 1.8e-11 | 7.45 | 7.5 | 6.1e-14 | 0.46 | 0.94 | 0.03 | FALSE |
9 | GTEx | Brain Frontal Cortex BA9 | COX7A2L | 0.41 | 0.34 | enet | 10 | 0.32 | 2.4e-09 | -4.61 | -5.4 | 5.3e-08 | -0.56 | 0.90 | 0.07 | TRUE |
10 | GTEx | Brain Hypothalamus | OXER1 | 0.19 | 0.02 | lasso | 13 | 0.09 | 4.4e-03 | 5.80 | -7.2 | 5.9e-13 | -0.51 | 0.24 | 0.20 | FALSE |
11 | GTEx | Brain Hypothalamus | HAAO | 0.34 | 0.30 | lasso | 11 | 0.26 | 7.2e-07 | 6.00 | -7.1 | 9.2e-13 | -0.44 | 0.65 | 0.06 | FALSE |
12 | GTEx | Brain Nucleus accumbens basal ganglia | HAAO | 0.33 | 0.29 | lasso | 12 | 0.26 | 1.6e-07 | -5.62 | -6.2 | 5.6e-10 | -0.33 | 0.69 | 0.16 | FALSE |
13 | GTEx | Brain Putamen basal ganglia | HAAO | 0.18 | 0.28 | lasso | 2 | 0.25 | 1.2e-06 | 5.47 | -5.2 | 2.4e-07 | -0.31 | 0.24 | 0.08 | FALSE |
14 | GTEx | Breast Mammary Tissue (Male) | COX7A2L | 0.26 | 0.30 | lasso | 2 | 0.26 | 1.2e-06 | -4.99 | -6.1 | 9.1e-10 | -0.59 | 0.38 | 0.35 | FALSE |
15 | GTEx | Cells EBV-transformed lymphocytes | MTA3 | 0.35 | 0.00 | enet | 22 | 0.04 | 2.4e-02 | -4.35 | 6.8 | 1.4e-11 | 0.38 | 0.14 | 0.11 | FALSE |
16 | GTEx | Cells EBV-transformed lymphocytes | COX7A2L | 0.33 | 0.25 | lasso | 9 | 0.28 | 8.7e-10 | -4.61 | -5.7 | 1.1e-08 | -0.56 | 0.99 | 0.00 | FALSE |
17 | GTEx | Cells Transformed fibroblasts | MTA3 | 0.09 | 0.00 | enet | 16 | 0.00 | 1.8e-01 | -1.57 | 6.7 | 3.0e-11 | 0.47 | 0.06 | 0.44 | TRUE |
18 | GTEx | Colon Sigmoid | COX7A2L | 0.19 | 0.17 | lasso | 3 | 0.12 | 7.0e-05 | -5.24 | -5.7 | 9.7e-09 | -0.47 | 0.48 | 0.03 | FALSE |
19 | GTEx | Colon Transverse | OXER1 | 0.15 | 0.19 | enet | 29 | 0.21 | 1.8e-10 | -3.77 | 7.0 | 3.3e-12 | 0.42 | 0.96 | 0.01 | FALSE |
20 | GTEx | Esophagus Mucosa | COX7A2L | 0.30 | 0.36 | enet | 31 | 0.38 | 2.2e-26 | -4.61 | -6.4 | 1.8e-10 | -0.56 | 1.00 | 0.00 | FALSE |
21 | GTEx | Esophagus Mucosa | HAAO | 0.19 | 0.07 | enet | 26 | 0.09 | 7.0e-07 | 5.34 | -5.8 | 8.5e-09 | -0.41 | 0.96 | 0.00 | FALSE |
22 | GTEx | Esophagus Muscularis | EML4 | 0.10 | 0.08 | lasso | 3 | 0.06 | 2.4e-04 | 10.01 | -9.7 | 3.2e-22 | -0.84 | 0.25 | 0.54 | FALSE |
23 | GTEx | Esophagus Muscularis | HAAO | 0.18 | 0.03 | lasso | 5 | 0.07 | 6.0e-05 | 5.34 | -7.8 | 9.1e-15 | -0.54 | 0.62 | 0.03 | FALSE |
24 | GTEx | Lung | HAAO | 0.09 | 0.00 | lasso | 2 | 0.01 | 4.7e-02 | 5.34 | -6.5 | 5.7e-11 | -0.36 | 0.32 | 0.10 | FALSE |
25 | GTEx | Muscle Skeletal | COX7A2L | 0.06 | 0.05 | lasso | 3 | 0.06 | 4.0e-06 | 9.79 | 9.4 | 6.2e-21 | 0.77 | 0.10 | 0.89 | FALSE |
26 | GTEx | Muscle Skeletal | EML4 | 0.13 | 0.03 | lasso | 5 | 0.04 | 1.1e-04 | 9.00 | -8.6 | 6.3e-18 | -0.58 | 0.55 | 0.19 | TRUE |
27 | GTEx | Nerve Tibial | EML4 | 0.24 | 0.09 | enet | 15 | 0.13 | 9.7e-10 | 8.95 | -10.0 | 1.4e-23 | -0.84 | 0.03 | 0.97 | TRUE |
28 | GTEx | Nerve Tibial | ZFP36L2 | 0.06 | 0.00 | lasso | 8 | 0.01 | 3.5e-02 | 6.82 | -5.4 | 6.7e-08 | 0.06 | 0.08 | 0.72 | FALSE |
29 | GTEx | Nerve Tibial | OXER1 | 0.31 | 0.03 | lasso | 8 | 0.05 | 3.5e-04 | 3.35 | -5.4 | 7.6e-08 | -0.26 | 0.77 | 0.01 | FALSE |
30 | GTEx | Nerve Tibial | HAAO | 0.41 | 0.22 | lasso | 11 | 0.30 | 1.3e-21 | 5.34 | -6.3 | 2.4e-10 | -0.32 | 1.00 | 0.00 | FALSE |
31 | GTEx | Pancreas | OXER1 | 0.38 | 0.19 | lasso | 6 | 0.30 | 6.1e-13 | 5.34 | 7.0 | 3.1e-12 | 0.37 | 1.00 | 0.00 | FALSE |
32 | GTEx | Pancreas | HAAO | 0.27 | 0.32 | lasso | 2 | 0.29 | 1.4e-12 | 6.09 | 6.1 | 1.3e-09 | 0.35 | 1.00 | 0.00 | FALSE |
33 | GTEx | Pituitary | COX7A2L | 0.45 | 0.18 | lasso | 8 | 0.18 | 2.2e-05 | -4.99 | -5.3 | 8.6e-08 | -0.56 | 0.30 | 0.21 | FALSE |
34 | GTEx | Pituitary | HAAO | 0.38 | 0.07 | lasso | 13 | 0.15 | 1.2e-04 | 6.16 | -6.5 | 6.7e-11 | -0.33 | 0.28 | 0.04 | FALSE |
35 | GTEx | Prostate | COX7A2L | 0.33 | 0.20 | lasso | 6 | 0.28 | 1.0e-07 | -5.02 | -6.6 | 4.4e-11 | -0.68 | 0.56 | 0.38 | FALSE |
36 | GTEx | Skin Not Sun Exposed Suprapubic | COX7A2L | 0.39 | 0.38 | lasso | 6 | 0.41 | 8.3e-24 | -4.61 | -7.1 | 1.6e-12 | -0.69 | 1.00 | 0.00 | FALSE |
37 | GTEx | Skin Sun Exposed Lower leg | COX7A2L | 0.24 | 0.24 | lasso | 4 | 0.26 | 1.4e-21 | -4.27 | -5.2 | 2.5e-07 | -0.53 | 1.00 | 0.00 | FALSE |
38 | GTEx | Skin Sun Exposed Lower leg | HAAO | 0.22 | 0.10 | enet | 19 | 0.11 | 2.3e-09 | 5.34 | -5.5 | 5.0e-08 | -0.27 | 1.00 | 0.00 | FALSE |
39 | GTEx | Spleen | MTA3 | 0.40 | -0.01 | lasso | 6 | 0.02 | 9.2e-02 | 7.77 | 6.8 | 7.8e-12 | 0.54 | 0.10 | 0.18 | FALSE |
40 | GTEx | Spleen | COX7A2L | 0.30 | 0.22 | enet | 10 | 0.25 | 4.7e-07 | -4.61 | -5.1 | 2.9e-07 | -0.53 | 0.67 | 0.20 | FALSE |
41 | GTEx | Spleen | FTOP1 | 0.27 | -0.01 | lasso | 13 | 0.01 | 2.2e-01 | 6.09 | 5.4 | 6.6e-08 | 0.26 | 0.10 | 0.06 | FALSE |
42 | GTEx | Stomach | COX7A2L | 0.43 | 0.39 | lasso | 8 | 0.37 | 1.5e-18 | -4.61 | -5.6 | 1.9e-08 | -0.56 | 1.00 | 0.00 | FALSE |
43 | GTEx | Thyroid | COX7A2L | 0.52 | 0.55 | lasso | 7 | 0.55 | 1.8e-49 | -4.61 | -5.1 | 3.0e-07 | -0.54 | 1.00 | 0.00 | FALSE |
44 | GTEx | Thyroid | EML4 | 0.13 | 0.09 | enet | 13 | 0.11 | 5.4e-09 | 8.95 | -8.8 | 1.3e-18 | -0.80 | 0.52 | 0.48 | TRUE |
45 | GTEx | Thyroid | HAAO | 0.21 | 0.15 | enet | 16 | 0.16 | 3.8e-12 | 5.34 | -5.8 | 5.6e-09 | -0.31 | 1.00 | 0.00 | FALSE |
46 | GTEx | Thyroid | AC010883.5 | 0.11 | 0.09 | lasso | 2 | 0.08 | 1.5e-06 | 6.32 | 6.4 | 1.5e-10 | -0.03 | 0.91 | 0.07 | TRUE |
47 | GTEx | Whole Blood | OXER1 | 0.10 | 0.04 | lasso | 4 | 0.04 | 1.8e-04 | 7.06 | -6.3 | 3.5e-10 | -0.30 | 0.69 | 0.01 | FALSE |
48 | METSIM | Adipose | EML4 | 0.11 | 0.08 | blup | 604 | 0.09 | 9.6e-13 | 8.94 | -9.4 | 4.0e-21 | -0.78 | 0.39 | 0.61 | FALSE |
49 | ROSMAP | Brain Pre-frontal Cortex | EML4 | 0.05 | 0.04 | lasso | 3 | 0.04 | 1.4e-05 | 5.22 | -6.1 | 1.1e-09 | -0.74 | 0.20 | 0.79 | FALSE |
50 | ROSMAP | Brain Pre-frontal Cortex | OXER1 | 0.05 | 0.09 | lasso | 3 | 0.08 | 6.3e-10 | 6.09 | -6.2 | 7.4e-10 | -0.36 | 1.00 | 0.00 | FALSE |
51 | ROSMAP | Brain Pre-frontal Cortex | HAAO | 0.06 | 0.03 | blup | 462 | 0.04 | 9.0e-06 | 6.00 | -6.3 | 2.5e-10 | -0.44 | 0.99 | 0.00 | FALSE |
52 | ROSMAP | Brain Pre-frontal Cortex | FTOP1 | 0.03 | 0.02 | lasso | 3 | 0.01 | 4.3e-03 | 7.45 | 7.2 | 8.9e-13 | 0.48 | 0.56 | 0.33 | TRUE |
53 | YFS | Blood | COX7A2L | 0.11 | 0.12 | bslmm | 551 | 0.12 | 3.0e-38 | -4.61 | -5.5 | 4.3e-08 | -0.60 | 1.00 | 0.00 | FALSE |
54 | YFS | Blood | MTA3 | 0.02 | 0.00 | blup | 598 | 0.01 | 1.2e-03 | -5.27 | -6.7 | 2.9e-11 | -0.54 | 0.33 | 0.11 | FALSE |
55 | YFS | Blood | THADA | 0.01 | 0.00 | blup | 724 | 0.00 | 1.1e-02 | -0.96 | -5.4 | 8.5e-08 | -0.27 | 0.08 | 0.05 | FALSE |
56 | The Cancer Genome Atlas | Breast Invasive Carcinoma | HAAO | 0.02 | 0.01 | blup | 59 | 0.03 | 4.7e-07 | -2.74 | -5.4 | 6.3e-08 | -0.28 | 0.36 | 0.64 | FALSE |
57 | The Cancer Genome Atlas | Breast Invasive Carcinoma | KCNG3 | 0.03 | 0.02 | lasso | 2 | 0.02 | 4.8e-05 | 4.71 | -5.8 | 7.1e-09 | -0.37 | 0.09 | 0.14 | TRUE |
58 | The Cancer Genome Atlas | Cervical Squamous Cell Carcinoma | HAAO | 0.08 | 0.04 | blup | 59 | 0.04 | 7.0e-03 | 3.77 | -5.7 | 9.4e-09 | -0.33 | 0.23 | 0.18 | FALSE |
59 | The Cancer Genome Atlas | Esophageal Carcinoma | COX7A2L | 0.16 | 0.09 | blup | 40 | 0.09 | 7.6e-04 | -4.43 | -7.2 | 8.9e-13 | -0.67 | 0.18 | 0.63 | FALSE |
60 | The Cancer Genome Atlas | Glioblastoma Multiforme | HAAO | 0.18 | 0.09 | blup | 59 | 0.07 | 3.8e-03 | 6.00 | -5.5 | 2.9e-08 | -0.30 | 0.03 | 0.13 | FALSE |
61 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | HAAO | 0.02 | 0.01 | blup | 59 | 0.02 | 6.9e-03 | 5.95 | -6.2 | 5.0e-10 | -0.33 | 0.11 | 0.26 | FALSE |
62 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | OXER1 | 0.03 | 0.02 | blup | 52 | 0.02 | 1.7e-03 | 6.21 | -6.0 | 2.1e-09 | -0.34 | 0.07 | 0.33 | TRUE |
63 | The Cancer Genome Atlas | Brain Lower Grade Glioma | HAAO | 0.09 | 0.11 | lasso | 5 | 0.11 | 4.7e-12 | 5.34 | -5.4 | 6.3e-08 | -0.26 | 0.99 | 0.01 | TRUE |
64 | The Cancer Genome Atlas | Brain Lower Grade Glioma | OXER1 | 0.05 | 0.03 | lasso | 4 | 0.04 | 4.6e-05 | 5.95 | -5.5 | 3.4e-08 | -0.36 | 0.85 | 0.10 | FALSE |
65 | The Cancer Genome Atlas | Lung Adenocarcinoma | COX7A2L | 0.06 | 0.04 | lasso | 2 | 0.04 | 9.5e-06 | 4.69 | -5.3 | 8.6e-08 | -0.63 | 0.28 | 0.17 | FALSE |
66 | The Cancer Genome Atlas | Lung Adenocarcinoma | ZFP36L2 | 0.03 | 0.01 | blup | 38 | 0.01 | 1.1e-02 | 2.43 | -5.7 | 9.8e-09 | 0.02 | 0.02 | 0.55 | FALSE |
67 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | HAAO | 0.04 | 0.05 | lasso | 4 | 0.05 | 2.7e-06 | 5.92 | -7.2 | 4.2e-13 | -0.39 | 0.06 | 0.94 | FALSE |
68 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | OXER1 | 0.05 | 0.04 | lasso | 2 | 0.03 | 8.9e-05 | 6.21 | -7.4 | 1.8e-13 | -0.39 | 0.03 | 0.94 | FALSE |
69 | The Cancer Genome Atlas | Ovarian Serous Cystadenocarcinoma | HAAO | 0.06 | 0.04 | blup | 59 | 0.04 | 1.8e-03 | 3.81 | -5.6 | 2.2e-08 | -0.33 | 0.37 | 0.33 | FALSE |
70 | The Cancer Genome Atlas | Ovarian Serous Cystadenocarcinoma | OXER1 | 0.04 | 0.01 | blup | 52 | 0.01 | 6.8e-02 | 3.81 | -5.3 | 9.9e-08 | -0.35 | 0.02 | 0.71 | FALSE |
71 | The Cancer Genome Atlas | Pancreatic Adenocarcinoma | COX7A2L | 0.17 | 0.13 | enet | 8 | 0.18 | 4.2e-08 | -5.02 | -7.3 | 3.3e-13 | -0.72 | 0.07 | 0.93 | FALSE |
72 | The Cancer Genome Atlas | Thyroid Carcinoma | COX7A2L | 0.23 | 0.28 | lasso | 5 | 0.30 | 6.2e-30 | -4.99 | -5.4 | 6.8e-08 | -0.62 | 1.00 | 0.00 | FALSE |
73 | The Cancer Genome Atlas | Thyroid Carcinoma | HAAO | 0.05 | 0.03 | blup | 59 | 0.02 | 8.7e-03 | 5.34 | -5.6 | 2.3e-08 | -0.34 | 0.09 | 0.21 | FALSE |