Best TWAS P=1.24e-15 · Best GWAS P=5.8e-13 conditioned to 0.2
# | 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 | TMEM8B | 0.16 | 0.18 | lasso | 3 | 0.17 | 1.2e-20 | -5.6 | -5.7 | 1.6e-08 | 0.80 | 0.91 | 0.09 | FALSE |
2 | CommonMind | Brain Pre-frontal Cortex | TPM2 | 0.13 | 0.06 | lasso | 4 | 0.09 | 1.7e-11 | -4.9 | -5.2 | 2.4e-07 | 0.56 | 0.99 | 0.01 | FALSE |
3 | GTEx | Adipose Subcutaneous | SPAG8 | 0.13 | 0.04 | enet | 14 | 0.06 | 8.7e-06 | -6.6 | -6.0 | 1.9e-09 | 0.82 | 0.09 | 0.91 | FALSE |
4 | GTEx | Adipose Subcutaneous | TMEM8B | 0.23 | 0.25 | lasso | 2 | 0.24 | 6.7e-20 | -5.6 | -5.7 | 9.3e-09 | 0.81 | 0.93 | 0.07 | FALSE |
5 | GTEx | Adrenal Gland | HRCT1 | 0.23 | 0.19 | lasso | 3 | 0.15 | 6.4e-06 | -6.7 | -7.5 | 6.0e-14 | 0.85 | 0.01 | 0.98 | FALSE |
6 | GTEx | Artery Aorta | SPAG8 | 0.11 | 0.10 | lasso | 7 | 0.06 | 2.0e-04 | 6.0 | -6.2 | 5.7e-10 | 0.36 | 0.06 | 0.92 | FALSE |
7 | GTEx | Artery Aorta | TMEM8B | 0.37 | 0.37 | lasso | 3 | 0.36 | 1.4e-20 | -5.6 | -5.6 | 2.0e-08 | 0.80 | 0.96 | 0.04 | FALSE |
8 | GTEx | Artery Aorta | HRCT1 | 0.15 | 0.10 | lasso | 4 | 0.09 | 1.9e-05 | -5.4 | -5.2 | 2.5e-07 | 0.43 | 0.16 | 0.42 | FALSE |
9 | GTEx | Artery Aorta | RP11-112J3.16 | 0.20 | 0.09 | lasso | 5 | 0.11 | 1.6e-06 | -5.9 | -6.1 | 8.0e-10 | 0.66 | 0.26 | 0.73 | FALSE |
10 | GTEx | Artery Tibial | TMEM8B | 0.30 | 0.35 | lasso | 1 | 0.35 | 2.5e-28 | -5.6 | -5.6 | 1.8e-08 | 0.80 | 0.97 | 0.03 | FALSE |
11 | GTEx | Artery Tibial | RP11-112J3.16 | 0.07 | 0.05 | lasso | 3 | 0.05 | 9.1e-05 | -4.9 | -6.2 | 7.7e-10 | 0.63 | 0.39 | 0.55 | FALSE |
12 | GTEx | Brain Caudate basal ganglia | TMEM8B | 0.33 | 0.25 | lasso | 2 | 0.28 | 7.8e-09 | -5.6 | -5.9 | 3.2e-09 | 0.80 | 0.30 | 0.66 | FALSE |
13 | GTEx | Brain Cerebellum | SPAG8 | 0.19 | 0.11 | lasso | 3 | 0.11 | 3.0e-04 | -6.2 | -5.9 | 3.6e-09 | 0.66 | 0.11 | 0.41 | FALSE |
14 | GTEx | Brain Cerebellum | TMEM8B | 0.25 | 0.23 | lasso | 4 | 0.21 | 6.8e-07 | -5.6 | -6.2 | 7.1e-10 | 0.78 | 0.20 | 0.69 | FALSE |
15 | GTEx | Brain Cortex | TMEM8B | 0.37 | 0.29 | lasso | 2 | 0.34 | 2.8e-10 | -5.6 | -5.9 | 3.3e-09 | 0.80 | 0.28 | 0.71 | FALSE |
16 | GTEx | Brain Frontal Cortex BA9 | TMEM8B | 0.35 | 0.28 | lasso | 3 | 0.21 | 3.2e-06 | -5.6 | -5.6 | 1.7e-08 | 0.80 | 0.22 | 0.56 | FALSE |
17 | GTEx | Brain Nucleus accumbens basal ganglia | TMEM8B | 0.32 | 0.36 | lasso | 2 | 0.34 | 6.8e-10 | -5.6 | -5.6 | 1.7e-08 | 0.80 | 0.44 | 0.51 | FALSE |
18 | GTEx | Brain Putamen basal ganglia | TMEM8B | 0.29 | 0.28 | lasso | 4 | 0.22 | 5.4e-06 | -5.6 | -5.6 | 2.1e-08 | 0.80 | 0.08 | 0.58 | FALSE |
19 | GTEx | Breast Mammary Tissue | TMEM8B | 0.13 | 0.16 | lasso | 2 | 0.14 | 1.8e-07 | -5.6 | -5.4 | 6.2e-08 | 0.80 | 0.52 | 0.44 | FALSE |
20 | GTEx | Breast Mammary Tissue (Female) | TMEM8B | 0.23 | 0.12 | lasso | 2 | 0.13 | 1.1e-04 | -5.6 | -6.2 | 5.1e-10 | 0.78 | 0.08 | 0.27 | FALSE |
21 | GTEx | Breast Mammary Tissue (Female) | HRCT1 | 0.10 | 0.03 | enet | 9 | 0.01 | 1.2e-01 | 2.4 | -5.9 | 3.6e-09 | 0.53 | 0.03 | 0.44 | FALSE |
22 | GTEx | Colon Transverse | HRCT1 | 0.16 | 0.04 | enet | 27 | 0.08 | 7.8e-05 | -5.4 | -5.7 | 1.4e-08 | 0.63 | 0.09 | 0.73 | FALSE |
23 | GTEx | Esophagus Gastroesophageal Junction | TMEM8B | 0.26 | 0.21 | lasso | 2 | 0.19 | 2.5e-07 | -5.6 | -5.4 | 7.6e-08 | 0.77 | 0.31 | 0.50 | FALSE |
24 | GTEx | Esophagus Muscularis | TMEM8B | 0.20 | 0.22 | lasso | 1 | 0.21 | 5.1e-13 | -5.6 | -5.6 | 1.8e-08 | 0.80 | 0.89 | 0.11 | FALSE |
25 | GTEx | Heart Atrial Appendage | TMEM8B | 0.17 | 0.26 | lasso | 1 | 0.25 | 1.9e-11 | -5.6 | -5.6 | 1.8e-08 | 0.80 | 0.38 | 0.62 | FALSE |
26 | GTEx | Heart Atrial Appendage | RP11-112J3.16 | 0.15 | 0.02 | lasso | 5 | 0.05 | 1.9e-03 | -5.9 | -7.9 | 3.6e-15 | 0.58 | 0.08 | 0.44 | FALSE |
27 | GTEx | Heart Left Ventricle | TMEM8B | 0.13 | 0.16 | lasso | 1 | 0.18 | 8.1e-10 | -5.6 | -5.6 | 1.8e-08 | 0.80 | 0.31 | 0.69 | FALSE |
28 | GTEx | Heart Left Ventricle | NPR2 | 0.13 | 0.00 | lasso | 5 | 0.00 | 3.1e-01 | -5.9 | 5.5 | 5.0e-08 | -0.56 | 0.07 | 0.17 | FALSE |
29 | GTEx | Liver | NPR2 | 0.18 | 0.04 | lasso | 3 | 0.02 | 1.1e-01 | 6.7 | -6.1 | 1.0e-09 | 0.36 | 0.06 | 0.61 | FALSE |
30 | GTEx | Lung | TMEM8B | 0.24 | 0.17 | lasso | 3 | 0.16 | 2.2e-12 | -5.6 | -5.6 | 1.9e-08 | 0.80 | 0.84 | 0.16 | FALSE |
31 | GTEx | Lung | HRCT1 | 0.08 | 0.01 | enet | 14 | 0.02 | 5.5e-03 | -7.2 | -6.7 | 2.0e-11 | 0.68 | 0.01 | 0.90 | FALSE |
32 | GTEx | Muscle Skeletal | TMEM8B | 0.23 | 0.24 | lasso | 2 | 0.24 | 1.1e-23 | -5.6 | -5.5 | 3.8e-08 | 0.79 | 0.97 | 0.03 | FALSE |
33 | GTEx | Muscle Skeletal | RP11-112J3.16 | 0.06 | 0.07 | lasso | 3 | 0.05 | 2.7e-05 | -5.9 | -6.1 | 1.3e-09 | 0.69 | 0.67 | 0.29 | FALSE |
34 | GTEx | Nerve Tibial | SPAG8 | 0.13 | 0.09 | lasso | 4 | 0.08 | 5.2e-06 | -6.6 | -7.3 | 2.3e-13 | 0.95 | 0.00 | 1.00 | FALSE |
35 | GTEx | Nerve Tibial | TMEM8B | 0.54 | 0.50 | lasso | 5 | 0.50 | 1.5e-40 | -5.6 | -5.8 | 7.6e-09 | 0.80 | 0.97 | 0.03 | FALSE |
36 | GTEx | Nerve Tibial | NPR2 | 0.13 | 0.03 | lasso | 4 | 0.08 | 3.1e-06 | 4.2 | -5.8 | 5.2e-09 | 0.35 | 0.69 | 0.04 | FALSE |
37 | GTEx | Nerve Tibial | RP11-112J3.16 | 0.13 | 0.07 | lasso | 2 | 0.06 | 8.8e-05 | -5.9 | -6.0 | 2.4e-09 | 0.68 | 0.59 | 0.33 | FALSE |
38 | GTEx | Ovary | TMEM8B | 0.23 | 0.01 | lasso | 5 | 0.02 | 1.0e-01 | -5.0 | -6.0 | 1.9e-09 | 0.64 | 0.08 | 0.26 | FALSE |
39 | GTEx | Pituitary | TMEM8B | 0.29 | 0.25 | lasso | 3 | 0.20 | 8.5e-06 | -6.4 | -5.7 | 1.2e-08 | 0.89 | 0.01 | 0.96 | FALSE |
40 | GTEx | Skin Not Sun Exposed Suprapubic | TMEM8B | 0.12 | 0.14 | lasso | 2 | 0.11 | 1.9e-06 | -5.6 | -6.0 | 2.2e-09 | 0.80 | 0.30 | 0.68 | FALSE |
41 | GTEx | Skin Sun Exposed Lower leg | TMEM8B | 0.19 | 0.16 | enet | 29 | 0.19 | 6.5e-16 | -5.6 | -6.3 | 3.1e-10 | 0.72 | 0.47 | 0.53 | FALSE |
42 | GTEx | Testis | TMEM8B | 0.16 | 0.19 | lasso | 2 | 0.16 | 1.2e-07 | -6.6 | -6.5 | 5.9e-11 | 0.83 | 0.12 | 0.87 | FALSE |
43 | GTEx | Thyroid | SPAG8 | 0.15 | 0.00 | enet | 17 | 0.02 | 5.0e-03 | -7.2 | -6.2 | 6.0e-10 | 0.74 | 0.00 | 0.99 | FALSE |
44 | GTEx | Thyroid | TMEM8B | 0.32 | 0.37 | lasso | 1 | 0.36 | 1.3e-28 | -5.6 | -5.6 | 1.8e-08 | 0.80 | 0.98 | 0.02 | FALSE |
45 | GTEx | Thyroid | RP11-112J3.16 | 0.26 | 0.13 | lasso | 7 | 0.13 | 1.9e-10 | 4.9 | -6.6 | 3.9e-11 | 0.65 | 0.50 | 0.50 | FALSE |
46 | METSIM | Adipose | TMEM8B | 0.06 | 0.09 | lasso | 4 | 0.08 | 1.1e-12 | -5.6 | -5.7 | 1.2e-08 | 0.80 | 0.68 | 0.32 | FALSE |
47 | ROSMAP | Brain Pre-frontal Cortex | TMEM8B | 0.28 | 0.26 | lasso | 7 | 0.30 | 1.8e-39 | -5.6 | -6.1 | 1.4e-09 | 0.76 | 0.96 | 0.04 | FALSE |
48 | ROSMAP | Brain Pre-frontal Cortex | RP11-112J3.16 | 0.11 | 0.12 | bslmm | 410 | 0.11 | 1.5e-13 | 4.9 | -5.3 | 1.1e-07 | 0.39 | 0.36 | 0.64 | FALSE |
49 | YFS | Blood | SPAG8 | 0.04 | 0.03 | lasso | 7 | 0.02 | 2.6e-08 | -7.2 | -7.4 | 1.1e-13 | 1.00 | 0.00 | 1.00 | FALSE |
50 | The Cancer Genome Atlas | Bladder Urothelial Carcinoma | RGP1 | 0.07 | 0.00 | lasso | 5 | 0.03 | 8.1e-04 | -2.4 | -6.9 | 4.2e-12 | 0.35 | 0.01 | 0.12 | TRUE |
51 | The Cancer Genome Atlas | Breast Invasive Carcinoma | SPAG8 | 0.06 | 0.02 | blup | 47 | 0.02 | 6.7e-06 | -6.6 | 5.6 | 2.6e-08 | -0.69 | 0.00 | 0.99 | FALSE |
52 | The Cancer Genome Atlas | Breast Invasive Carcinoma | TMEM8B | 0.04 | 0.02 | blup | 58 | 0.02 | 5.6e-05 | -6.6 | -6.2 | 5.4e-10 | 0.77 | 0.06 | 0.94 | FALSE |
53 | The Cancer Genome Atlas | Colon Adenocarcinoma | C9orf128 | 0.07 | 0.03 | blup | 50 | 0.06 | 2.3e-04 | 4.3 | -5.4 | 5.4e-08 | 0.51 | 0.16 | 0.26 | FALSE |
54 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | SPAG8 | 0.07 | 0.06 | lasso | 3 | 0.06 | 5.5e-07 | -7.2 | 7.2 | 6.3e-13 | -0.99 | 0.00 | 1.00 | FALSE |
55 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | TMEM8B | 0.05 | 0.03 | enet | 15 | 0.03 | 3.7e-04 | -5.6 | -5.2 | 1.9e-07 | 0.65 | 0.04 | 0.62 | FALSE |
56 | The Cancer Genome Atlas | Rectum Adenocarcinoma | C9orf128 | 0.26 | 0.06 | enet | 7 | 0.14 | 4.6e-04 | -6.4 | -6.2 | 4.4e-10 | 0.84 | 0.01 | 0.89 | FALSE |
57 | The Cancer Genome Atlas | Rectum Adenocarcinoma | HRCT1 | 0.26 | 0.03 | blup | 49 | 0.11 | 1.5e-03 | -6.8 | -8.0 | 1.2e-15 | 0.47 | 0.00 | 0.46 | TRUE |
58 | The Cancer Genome Atlas | Stomach Adenocarcinoma | C9orf128 | 0.04 | 0.06 | lasso | 2 | 0.05 | 2.8e-04 | 6.3 | -6.4 | 2.0e-10 | 0.37 | 0.08 | 0.20 | FALSE |
59 | The Cancer Genome Atlas | Thyroid Carcinoma | SPAG8 | 0.08 | 0.02 | lasso | 2 | 0.02 | 3.5e-03 | -7.2 | 7.2 | 6.0e-13 | -1.00 | 0.00 | 1.00 | FALSE |
60 | The Cancer Genome Atlas | Thyroid Carcinoma | TMEM8B | 0.18 | 0.08 | lasso | 3 | 0.10 | 1.6e-09 | 3.0 | -5.3 | 1.1e-07 | 0.76 | 0.42 | 0.58 | FALSE |