Best TWAS P=1.86e-12 · Best GWAS P=5.76e-45 conditioned to 5.84e-41
# | 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 | CACNA1G | 0.12 | 0.02 | blup | 448 | 0.03 | 3.1e-04 | -0.4 | -7.0 | 2.0e-12 | 0.01 | 0.30 | 0.02 | TRUE |
2 | GTEx | Adipose Subcutaneous | SPATA20 | 0.70 | 0.61 | lasso | 13 | 0.62 | 2.6e-63 | -6.5 | 6.0 | 2.1e-09 | 0.00 | 1.00 | 0.00 | FALSE |
3 | GTEx | Adipose Visceral Omentum | SPATA20 | 0.58 | 0.50 | enet | 24 | 0.52 | 1.7e-31 | -6.5 | 5.7 | 1.0e-08 | 0.02 | 1.00 | 0.00 | FALSE |
4 | GTEx | Artery Aorta | SPATA20 | 0.56 | 0.46 | lasso | 10 | 0.44 | 1.9e-26 | -6.5 | 6.3 | 2.4e-10 | 0.00 | 1.00 | 0.00 | FALSE |
5 | GTEx | Artery Coronary | SPATA20 | 0.54 | 0.47 | lasso | 4 | 0.47 | 1.1e-17 | -6.5 | 6.1 | 1.2e-09 | 0.01 | 1.00 | 0.00 | FALSE |
6 | GTEx | Artery Tibial | SPATA20 | 0.51 | 0.44 | lasso | 3 | 0.45 | 4.3e-39 | -6.5 | 5.6 | 2.3e-08 | 0.00 | 1.00 | 0.00 | FALSE |
7 | GTEx | Brain Caudate basal ganglia | SPATA20 | 0.42 | 0.41 | lasso | 2 | 0.35 | 7.2e-11 | -6.5 | 6.1 | 1.3e-09 | -0.01 | 0.99 | 0.00 | FALSE |
8 | GTEx | Brain Frontal Cortex BA9 | SPATA20 | 0.58 | 0.39 | lasso | 10 | 0.39 | 1.7e-11 | -6.6 | 5.4 | 7.4e-08 | -0.05 | 0.98 | 0.00 | FALSE |
9 | GTEx | Brain Hippocampus | SPATA20 | 0.37 | 0.39 | lasso | 3 | 0.32 | 2.6e-08 | -6.5 | 6.2 | 7.1e-10 | 0.00 | 0.75 | 0.01 | FALSE |
10 | GTEx | Brain Hypothalamus | SPATA20 | 0.29 | 0.18 | lasso | 3 | 0.16 | 1.1e-04 | -6.5 | 6.7 | 1.5e-11 | 0.00 | 0.12 | 0.06 | FALSE |
11 | GTEx | Brain Nucleus accumbens basal ganglia | SPATA20 | 0.62 | 0.45 | enet | 17 | 0.50 | 3.2e-15 | -6.5 | 6.0 | 1.6e-09 | -0.04 | 0.99 | 0.00 | FALSE |
12 | GTEx | Breast Mammary Tissue | SPATA20 | 0.52 | 0.48 | lasso | 4 | 0.47 | 1.2e-26 | -6.5 | 6.5 | 7.8e-11 | 0.00 | 1.00 | 0.00 | FALSE |
13 | GTEx | Cells EBV-transformed lymphocytes | SPATA20 | 0.63 | 0.57 | lasso | 4 | 0.56 | 7.9e-22 | -6.5 | 6.1 | 1.2e-09 | 0.00 | 1.00 | 0.00 | FALSE |
14 | GTEx | Colon Transverse | SPATA20 | 0.47 | 0.38 | lasso | 4 | 0.39 | 1.1e-19 | -6.5 | 6.9 | 6.1e-12 | -0.02 | 1.00 | 0.00 | FALSE |
15 | GTEx | Esophagus Gastroesophageal Junction | SPATA20 | 0.39 | 0.33 | lasso | 5 | 0.34 | 4.7e-13 | -6.5 | 5.7 | 9.3e-09 | 0.02 | 1.00 | 0.00 | FALSE |
16 | GTEx | Esophagus Mucosa | SPATA20 | 0.61 | 0.57 | lasso | 7 | 0.56 | 6.9e-45 | -6.5 | 6.1 | 1.3e-09 | -0.02 | 1.00 | 0.00 | FALSE |
17 | GTEx | Esophagus Muscularis | SPATA20 | 0.59 | 0.50 | lasso | 6 | 0.52 | 6.0e-36 | -6.5 | 5.4 | 5.9e-08 | -0.01 | 1.00 | 0.00 | FALSE |
18 | GTEx | Heart Atrial Appendage | SPATA20 | 0.64 | 0.40 | lasso | 7 | 0.44 | 2.3e-21 | -6.5 | 5.6 | 1.8e-08 | -0.03 | 1.00 | 0.00 | FALSE |
19 | GTEx | Heart Atrial Appendage | ACSF2 | 0.43 | 0.19 | lasso | 5 | 0.16 | 1.1e-07 | -5.5 | 5.3 | 1.1e-07 | 0.16 | 0.97 | 0.00 | FALSE |
20 | GTEx | Heart Left Ventricle | ACSF2 | 0.36 | 0.34 | lasso | 2 | 0.34 | 1.3e-18 | -5.5 | 5.6 | 1.8e-08 | 0.16 | 1.00 | 0.00 | FALSE |
21 | GTEx | Lung | SPATA20 | 0.64 | 0.60 | lasso | 6 | 0.62 | 1.1e-60 | -6.5 | 5.8 | 6.1e-09 | -0.01 | 1.00 | 0.00 | FALSE |
22 | GTEx | Muscle Skeletal | SPATA20 | 0.49 | 0.48 | enet | 45 | 0.49 | 6.1e-54 | -6.5 | 6.0 | 1.5e-09 | -0.01 | 1.00 | 0.00 | FALSE |
23 | GTEx | Muscle Skeletal | TOB1-AS1 | 0.11 | 0.04 | enet | 18 | 0.07 | 5.1e-07 | -2.4 | -5.3 | 1.1e-07 | 0.01 | 0.80 | 0.08 | TRUE |
24 | GTEx | Nerve Tibial | SPATA20 | 0.67 | 0.57 | enet | 35 | 0.60 | 6.2e-53 | -6.5 | 6.4 | 1.7e-10 | 0.01 | 1.00 | 0.00 | FALSE |
25 | GTEx | Nerve Tibial | TOB1-AS1 | 0.12 | 0.10 | enet | 10 | 0.12 | 3.9e-09 | 4.3 | -5.1 | 2.8e-07 | 0.01 | 0.94 | 0.02 | FALSE |
26 | GTEx | Ovary | SPATA20 | 0.48 | 0.34 | lasso | 6 | 0.42 | 1.7e-11 | -6.6 | 6.5 | 1.2e-10 | -0.03 | 0.91 | 0.00 | TRUE |
27 | GTEx | Pituitary | SPATA20 | 0.42 | 0.34 | lasso | 5 | 0.30 | 3.5e-08 | -6.5 | 6.2 | 4.3e-10 | -0.01 | 0.73 | 0.02 | FALSE |
28 | GTEx | Prostate | SPATA20 | 0.54 | 0.38 | lasso | 7 | 0.38 | 1.1e-10 | -6.7 | 5.9 | 3.8e-09 | -0.03 | 0.91 | 0.00 | FALSE |
29 | GTEx | Skin Not Sun Exposed Suprapubic | SPATA20 | 0.57 | 0.44 | enet | 25 | 0.45 | 5.1e-27 | -6.5 | 5.5 | 4.4e-08 | -0.02 | 1.00 | 0.00 | FALSE |
30 | GTEx | Skin Not Sun Exposed Suprapubic | ACSF2 | 0.16 | 0.08 | lasso | 2 | 0.05 | 6.0e-04 | 5.4 | -5.3 | 9.9e-08 | -0.06 | 0.50 | 0.02 | FALSE |
31 | GTEx | Skin Sun Exposed Lower leg | SPATA20 | 0.57 | 0.47 | enet | 18 | 0.50 | 2.0e-46 | -6.5 | 6.4 | 2.0e-10 | 0.00 | 1.00 | 0.00 | FALSE |
32 | GTEx | Skin Sun Exposed Lower leg | ACSF2 | 0.11 | 0.06 | lasso | 3 | 0.05 | 3.6e-05 | 5.4 | -5.4 | 5.5e-08 | -0.07 | 0.92 | 0.00 | FALSE |
33 | GTEx | Testis | SPATA20 | 0.20 | 0.07 | lasso | 3 | 0.08 | 1.6e-04 | -6.5 | 6.3 | 3.7e-10 | -0.01 | 0.71 | 0.01 | FALSE |
34 | GTEx | Thyroid | SPATA20 | 0.49 | 0.41 | enet | 27 | 0.44 | 3.7e-36 | -6.5 | 5.7 | 1.5e-08 | 0.03 | 1.00 | 0.00 | FALSE |
35 | GTEx | Vagina | SPATA20 | 0.72 | 0.30 | lasso | 14 | 0.17 | 1.1e-04 | -6.5 | 6.7 | 1.8e-11 | -0.01 | 0.33 | 0.04 | FALSE |
36 | GTEx | Whole Blood | SPATA20 | 0.49 | 0.44 | lasso | 5 | 0.44 | 1.0e-43 | -6.5 | 6.3 | 2.7e-10 | 0.00 | 1.00 | 0.00 | FALSE |
37 | METSIM | Adipose | MYCBPAP | 0.30 | 0.13 | bslmm | 451 | 0.20 | 3.5e-29 | -4.8 | 6.9 | 3.8e-12 | 0.19 | 1.00 | 0.00 | FALSE |
38 | METSIM | Adipose | SPATA20 | 0.38 | 0.36 | lasso | 3 | 0.36 | 1.2e-55 | -6.5 | 6.5 | 7.3e-11 | 0.00 | 1.00 | 0.00 | FALSE |
39 | NTR | Blood | SPATA20 | 0.08 | 0.07 | lasso | 3 | 0.06 | 5.2e-20 | -6.5 | 6.5 | 1.2e-10 | -0.03 | 1.00 | 0.00 | FALSE |
40 | YFS | Blood | SPATA20 | 0.66 | 0.71 | enet | 46 | 0.71 | 0.0e+00 | -6.5 | 5.9 | 4.2e-09 | -0.02 | 1.00 | 0.00 | FALSE |
41 | YFS | Blood | TOB1 | 0.09 | 0.03 | bslmm | 366 | 0.08 | 1.8e-24 | 4.6 | 5.5 | 3.9e-08 | 0.06 | 1.00 | 0.00 | FALSE |
42 | The Cancer Genome Atlas | Bladder Urothelial Carcinoma | MYCBPAP | 0.08 | 0.01 | blup | 63 | 0.03 | 9.4e-04 | -5.7 | 7.0 | 1.9e-12 | 0.12 | 0.03 | 0.10 | TRUE |
43 | The Cancer Genome Atlas | Bladder Urothelial Carcinoma | NME1-NME2 | 0.06 | 0.01 | blup | 43 | 0.04 | 1.6e-04 | 3.7 | 5.2 | 1.7e-07 | 0.08 | 0.02 | 0.30 | FALSE |
44 | The Cancer Genome Atlas | Colon Adenocarcinoma | MYCBPAP | 0.08 | 0.03 | blup | 63 | 0.07 | 9.4e-05 | 2.2 | 6.0 | 2.3e-09 | 0.08 | 0.01 | 0.85 | FALSE |
45 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | MYCBPAP | 0.14 | 0.07 | blup | 63 | 0.13 | 3.8e-14 | -5.7 | 5.2 | 2.0e-07 | 0.15 | 0.78 | 0.22 | FALSE |
46 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | NME2 | 0.09 | 0.05 | lasso | 4 | 0.05 | 1.0e-06 | -4.6 | -5.3 | 1.3e-07 | -0.06 | 0.50 | 0.46 | FALSE |
47 | The Cancer Genome Atlas | Brain Lower Grade Glioma | MYCBPAP | 0.07 | 0.07 | blup | 63 | 0.07 | 2.2e-08 | -5.7 | 6.4 | 1.8e-10 | 0.17 | 0.73 | 0.25 | FALSE |
48 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | MYCBPAP | 0.11 | 0.01 | blup | 63 | 0.05 | 2.2e-06 | -4.9 | 5.8 | 5.6e-09 | 0.16 | 0.06 | 0.07 | FALSE |
49 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | SPAG9 | 0.05 | 0.00 | blup | 75 | 0.01 | 1.1e-02 | 6.0 | 5.7 | 1.5e-08 | 0.05 | 0.03 | 0.47 | FALSE |
50 | The Cancer Genome Atlas | Ovarian Serous Cystadenocarcinoma | MYCBPAP | 0.10 | 0.02 | blup | 63 | 0.04 | 1.7e-03 | -5.7 | 6.4 | 1.9e-10 | 0.13 | 0.04 | 0.41 | FALSE |
51 | The Cancer Genome Atlas | Pancreatic Adenocarcinoma | NME1-NME2 | 0.14 | 0.04 | blup | 43 | 0.07 | 8.6e-04 | 3.3 | 5.7 | 1.5e-08 | 0.08 | 0.05 | 0.17 | TRUE |
52 | The Cancer Genome Atlas | Thyroid Carcinoma | MYCBPAP | 0.17 | 0.08 | enet | 13 | 0.13 | 1.3e-12 | -4.9 | 5.9 | 4.2e-09 | 0.18 | 0.96 | 0.03 | FALSE |