Best TWAS P=7.97e-12 · Best GWAS P=7.38e-09 conditioned to 0.112
# | 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 | MLX | 0.03 | 0.03 | enet | 12 | 0.02 | 6.5e-04 | -5.3 | -5.5 | 3.4e-08 | -0.54 | 0.18 | 0.74 | FALSE |
2 | CommonMind | Brain Pre-frontal Cortex | TUBG2 | 0.14 | 0.25 | lasso | 3 | 0.25 | 1.1e-29 | -5.7 | -5.7 | 9.1e-09 | -0.57 | 0.02 | 0.98 | FALSE |
3 | GTEx | Adipose Subcutaneous | TUBG2 | 0.21 | 0.18 | enet | 17 | 0.26 | 2.1e-21 | -5.2 | -5.9 | 3.2e-09 | -0.75 | 0.05 | 0.95 | FALSE |
4 | GTEx | Adipose Subcutaneous | HSD17B1 | 0.06 | 0.07 | enet | 5 | 0.06 | 6.8e-06 | -5.7 | -5.7 | 1.2e-08 | -0.58 | 0.02 | 0.98 | FALSE |
5 | GTEx | Artery Aorta | HSD17B1 | 0.06 | 0.05 | enet | 11 | 0.02 | 4.7e-02 | -5.7 | -5.4 | 5.3e-08 | -0.54 | 0.03 | 0.89 | FALSE |
6 | GTEx | Artery Tibial | TUBG2 | 0.25 | 0.22 | enet | 23 | 0.23 | 3.0e-18 | -5.7 | -5.3 | 1.0e-07 | -0.64 | 0.03 | 0.97 | FALSE |
7 | GTEx | Artery Tibial | HSD17B1 | 0.12 | 0.07 | lasso | 9 | 0.07 | 4.4e-06 | -5.7 | -5.8 | 5.1e-09 | -0.60 | 0.02 | 0.98 | FALSE |
8 | GTEx | Artery Tibial | RP11-400F19.6 | 0.07 | 0.01 | lasso | 5 | 0.01 | 3.0e-02 | 5.8 | -5.6 | 2.1e-08 | -0.97 | 0.02 | 0.96 | FALSE |
9 | GTEx | Brain Caudate basal ganglia | TUBG2 | 0.39 | 0.24 | enet | 45 | 0.25 | 7.7e-08 | -5.6 | -6.8 | 8.0e-12 | -0.67 | 0.03 | 0.97 | TRUE |
10 | GTEx | Brain Cerebellum | TUBG2 | 0.18 | 0.11 | enet | 10 | 0.07 | 4.0e-03 | -5.7 | -5.4 | 6.5e-08 | -0.73 | 0.03 | 0.95 | FALSE |
11 | GTEx | Brain Cerebellum | HSD17B1P1 | 0.17 | 0.16 | lasso | 4 | 0.20 | 1.7e-06 | -5.2 | -5.5 | 3.4e-08 | -0.48 | 0.04 | 0.94 | FALSE |
12 | GTEx | Brain Cortex | TUBG2 | 0.36 | 0.36 | enet | 15 | 0.32 | 1.1e-09 | -5.7 | -5.8 | 7.7e-09 | -0.60 | 0.03 | 0.97 | FALSE |
13 | GTEx | Brain Frontal Cortex BA9 | TUBG2 | 0.33 | 0.26 | lasso | 4 | 0.18 | 1.9e-05 | -5.7 | -5.9 | 3.7e-09 | -0.56 | 0.03 | 0.97 | FALSE |
14 | GTEx | Brain Hippocampus | TUBG2 | 0.40 | 0.18 | lasso | 8 | 0.20 | 1.8e-05 | -5.6 | -5.4 | 6.8e-08 | -0.57 | 0.03 | 0.89 | FALSE |
15 | GTEx | Brain Putamen basal ganglia | TUBG2 | 0.17 | 0.12 | lasso | 5 | 0.09 | 3.7e-03 | -5.7 | -5.7 | 1.2e-08 | -0.58 | 0.03 | 0.86 | FALSE |
16 | GTEx | Breast Mammary Tissue | TUBG2 | 0.15 | 0.06 | enet | 18 | 0.08 | 4.5e-05 | -4.9 | -5.5 | 3.4e-08 | -0.71 | 0.11 | 0.88 | FALSE |
17 | GTEx | Cells Transformed fibroblasts | TUBG2 | 0.16 | 0.18 | lasso | 4 | 0.17 | 6.5e-13 | -5.7 | -5.9 | 4.4e-09 | -0.66 | 0.02 | 0.98 | FALSE |
18 | GTEx | Cells Transformed fibroblasts | MLX | 0.04 | 0.03 | enet | 8 | 0.00 | 3.3e-01 | -5.6 | -5.6 | 1.8e-08 | -0.61 | 0.03 | 0.90 | FALSE |
19 | GTEx | Colon Sigmoid | TUBG2 | 0.16 | 0.04 | lasso | 5 | 0.05 | 6.7e-03 | -5.2 | -5.5 | 3.9e-08 | -0.56 | 0.04 | 0.85 | FALSE |
20 | GTEx | Colon Transverse | HSD17B1P1 | 0.14 | 0.11 | lasso | 4 | 0.09 | 3.8e-05 | -5.0 | -5.3 | 1.0e-07 | -0.58 | 0.04 | 0.96 | FALSE |
21 | GTEx | Colon Transverse | HSD17B1 | 0.15 | 0.14 | lasso | 11 | 0.12 | 1.7e-06 | -5.7 | -5.7 | 1.5e-08 | -0.59 | 0.02 | 0.98 | FALSE |
22 | GTEx | Esophagus Gastroesophageal Junction | TUBG2 | 0.15 | 0.10 | enet | 18 | 0.12 | 3.7e-05 | -5.1 | -5.3 | 1.5e-07 | -0.66 | 0.06 | 0.87 | FALSE |
23 | GTEx | Esophagus Mucosa | TUBG2 | 0.09 | 0.09 | lasso | 4 | 0.11 | 5.5e-08 | -5.7 | -6.4 | 1.2e-10 | -0.84 | 0.03 | 0.97 | FALSE |
24 | GTEx | Esophagus Mucosa | HSD17B1P1 | 0.04 | 0.06 | lasso | 5 | 0.05 | 1.9e-04 | -5.7 | -5.7 | 1.2e-08 | -0.59 | 0.03 | 0.96 | FALSE |
25 | GTEx | Esophagus Muscularis | TUBG2 | 0.14 | 0.16 | enet | 17 | 0.06 | 2.1e-04 | -5.7 | -5.9 | 3.0e-09 | -0.66 | 0.03 | 0.97 | FALSE |
26 | GTEx | Esophagus Muscularis | HSD17B1 | 0.08 | 0.04 | lasso | 4 | 0.06 | 2.2e-04 | -5.7 | 5.6 | 1.6e-08 | 0.57 | 0.02 | 0.96 | FALSE |
27 | GTEx | Heart Atrial Appendage | TUBG2 | 0.07 | 0.05 | lasso | 2 | 0.02 | 2.9e-02 | -5.3 | -5.6 | 2.4e-08 | -0.57 | 0.04 | 0.85 | FALSE |
28 | GTEx | Lung | TUBG2 | 0.08 | 0.02 | enet | 8 | 0.04 | 7.8e-04 | -5.7 | -5.6 | 1.7e-08 | -0.74 | 0.04 | 0.90 | FALSE |
29 | GTEx | Lung | CNTNAP1 | 0.06 | 0.00 | enet | 16 | 0.02 | 1.5e-02 | -4.9 | 5.3 | 9.2e-08 | 0.69 | 0.05 | 0.69 | FALSE |
30 | GTEx | Nerve Tibial | TUBG2 | 0.26 | 0.28 | enet | 39 | 0.28 | 2.2e-20 | -5.2 | -5.7 | 1.0e-08 | -0.75 | 0.14 | 0.86 | FALSE |
31 | GTEx | Pancreas | CNTNAP1 | 0.13 | 0.09 | lasso | 7 | 0.09 | 9.1e-05 | 4.0 | 5.2 | 2.0e-07 | 0.82 | 0.11 | 0.72 | FALSE |
32 | GTEx | Skin Not Sun Exposed Suprapubic | TUBG2 | 0.15 | 0.13 | lasso | 5 | 0.12 | 4.0e-07 | 5.8 | -5.9 | 3.1e-09 | -0.99 | 0.02 | 0.98 | FALSE |
33 | GTEx | Skin Not Sun Exposed Suprapubic | TUBG1 | 0.11 | 0.01 | lasso | 6 | 0.00 | 1.7e-01 | 4.2 | -5.3 | 1.4e-07 | -0.71 | 0.05 | 0.65 | FALSE |
34 | GTEx | Skin Sun Exposed Lower leg | TUBG2 | 0.14 | 0.10 | enet | 25 | 0.12 | 4.9e-10 | -5.7 | -6.1 | 1.2e-09 | -0.83 | 0.02 | 0.98 | FALSE |
35 | GTEx | Skin Sun Exposed Lower leg | TUBG1 | 0.04 | 0.06 | lasso | 1 | 0.05 | 8.3e-05 | -5.7 | 5.7 | 9.1e-09 | 0.59 | 0.03 | 0.95 | FALSE |
36 | GTEx | Stomach | HSD17B1P1 | 0.10 | 0.04 | lasso | 3 | 0.04 | 6.9e-03 | 4.0 | -5.8 | 6.8e-09 | -0.76 | 0.04 | 0.76 | FALSE |
37 | GTEx | Testis | TUBG1 | 0.12 | 0.09 | enet | 18 | 0.08 | 1.8e-04 | -5.2 | -5.3 | 9.1e-08 | -0.57 | 0.05 | 0.94 | FALSE |
38 | GTEx | Thyroid | TUBG2 | 0.19 | 0.21 | lasso | 7 | 0.20 | 3.5e-15 | -5.2 | -5.5 | 3.7e-08 | -0.64 | 0.22 | 0.78 | FALSE |
39 | GTEx | Thyroid | HSD17B1P1 | 0.04 | 0.00 | enet | 9 | 0.00 | 2.2e-01 | -5.7 | -6.2 | 4.3e-10 | -0.74 | 0.03 | 0.87 | FALSE |
40 | GTEx | Thyroid | CNTNAP1 | 0.06 | 0.06 | enet | 12 | 0.06 | 3.5e-05 | -5.7 | 5.6 | 2.2e-08 | 0.55 | 0.03 | 0.97 | FALSE |
41 | GTEx | Thyroid | CTD-3193K9.3 | 0.05 | 0.02 | enet | 8 | 0.02 | 5.1e-03 | -5.7 | 5.5 | 4.8e-08 | 0.50 | 0.03 | 0.94 | FALSE |
42 | METSIM | Adipose | HSD17B1 | 0.08 | 0.08 | lasso | 6 | 0.06 | 3.1e-09 | -5.7 | -5.7 | 1.1e-08 | -0.58 | 0.02 | 0.98 | FALSE |
43 | METSIM | Adipose | TUBG2 | 0.08 | 0.09 | lasso | 6 | 0.09 | 5.2e-13 | 4.2 | -5.5 | 4.7e-08 | -0.79 | 0.44 | 0.55 | FALSE |
44 | NTR | Blood | TUBG2 | 0.01 | 0.00 | blup | 247 | 0.01 | 4.0e-03 | -4.9 | 6.7 | 2.3e-11 | 0.39 | 0.04 | 0.92 | FALSE |
45 | The Cancer Genome Atlas | Breast Invasive Carcinoma | TUBG2 | 0.02 | 0.01 | lasso | 2 | 0.01 | 1.7e-02 | 4.9 | -5.6 | 2.0e-08 | -0.86 | 0.01 | 0.36 | FALSE |
46 | The Cancer Genome Atlas | Colon Adenocarcinoma | CNTNAP1 | 0.06 | 0.05 | blup | 27 | 0.03 | 7.3e-03 | -5.1 | 5.7 | 1.1e-08 | 0.55 | 0.02 | 0.87 | FALSE |
47 | The Cancer Genome Atlas | Colon Adenocarcinoma | HSD17B1 | 0.03 | 0.01 | blup | 30 | 0.01 | 1.5e-01 | -5.7 | -5.7 | 9.9e-09 | -0.61 | 0.01 | 0.72 | FALSE |
48 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | HSD17B1 | 0.06 | 0.04 | lasso | 5 | 0.06 | 4.0e-07 | -5.7 | -5.2 | 1.7e-07 | -0.52 | 0.02 | 0.98 | FALSE |
49 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | TUBG2 | 0.08 | 0.05 | blup | 29 | 0.07 | 3.5e-08 | -5.6 | -5.4 | 5.9e-08 | -0.60 | 0.01 | 0.99 | FALSE |
50 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | HSD17B1 | 0.05 | 0.05 | enet | 25 | 0.04 | 1.4e-03 | -5.7 | -5.2 | 1.9e-07 | -0.66 | 0.02 | 0.94 | FALSE |
51 | The Cancer Genome Atlas | Brain Lower Grade Glioma | HSD17B1 | 0.30 | 0.05 | enet | 14 | 0.06 | 2.8e-07 | -5.2 | -5.8 | 5.6e-09 | -0.71 | 0.03 | 0.97 | FALSE |
52 | The Cancer Genome Atlas | Brain Lower Grade Glioma | TUBG2 | 0.07 | 0.12 | enet | 14 | 0.12 | 5.9e-13 | -5.7 | -5.6 | 1.9e-08 | -0.58 | 0.01 | 0.99 | FALSE |
53 | The Cancer Genome Atlas | Lung Adenocarcinoma | CNTNAP1 | 0.06 | 0.05 | lasso | 1 | 0.04 | 6.8e-06 | -5.2 | 5.2 | 2.3e-07 | 0.54 | 0.05 | 0.94 | FALSE |
54 | The Cancer Genome Atlas | Lung Adenocarcinoma | RND2 | 0.08 | 0.00 | enet | 16 | 0.02 | 3.5e-03 | -3.8 | 5.2 | 2.1e-07 | 0.06 | 0.00 | 0.01 | FALSE |
55 | The Cancer Genome Atlas | Lung Adenocarcinoma | TUBG2 | 0.07 | 0.01 | enet | 7 | 0.02 | 2.2e-03 | 4.9 | -5.4 | 6.9e-08 | -0.80 | 0.01 | 0.45 | FALSE |
56 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | PSMC3IP | 0.02 | 0.02 | blup | 33 | 0.02 | 9.8e-04 | -5.7 | -6.1 | 8.8e-10 | -0.78 | 0.02 | 0.87 | FALSE |
57 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | TUBG2 | 0.02 | 0.01 | blup | 29 | 0.02 | 4.5e-03 | 4.1 | -5.6 | 2.0e-08 | -0.63 | 0.01 | 0.61 | FALSE |
58 | The Cancer Genome Atlas | Prostate Adenocarcinoma | CNTNAP1 | 0.06 | 0.04 | blup | 27 | 0.04 | 8.9e-05 | -5.2 | 5.4 | 5.7e-08 | 0.62 | 0.06 | 0.90 | FALSE |
59 | The Cancer Genome Atlas | Prostate Adenocarcinoma | HSD17B1 | 0.02 | 0.03 | blup | 30 | 0.03 | 4.0e-04 | -5.2 | -5.7 | 1.1e-08 | -0.66 | 0.04 | 0.93 | FALSE |
60 | The Cancer Genome Atlas | Prostate Adenocarcinoma | TUBG2 | 0.04 | 0.02 | blup | 29 | 0.02 | 1.5e-03 | -5.7 | -6.2 | 6.9e-10 | -0.70 | 0.01 | 0.89 | FALSE |
61 | The Cancer Genome Atlas | Thyroid Carcinoma | CNTNAP1 | 0.04 | 0.03 | blup | 27 | 0.05 | 2.7e-05 | -5.3 | 5.8 | 5.7e-09 | 0.55 | 0.04 | 0.94 | FALSE |
62 | The Cancer Genome Atlas | Thyroid Carcinoma | HSD17B1 | 0.05 | 0.07 | blup | 29 | 0.07 | 2.3e-07 | -5.0 | -6.0 | 2.0e-09 | -0.76 | 0.10 | 0.90 | FALSE |
63 | The Cancer Genome Atlas | Thyroid Carcinoma | TUBG2 | 0.20 | 0.13 | blup | 29 | 0.17 | 1.7e-16 | 4.9 | -5.5 | 3.9e-08 | -0.84 | 0.06 | 0.94 | FALSE |