Best TWAS P=6.92e-13 · Best GWAS P=9e-13 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 | CommonMind | Brain Pre-frontal Cortex | C16orf55 | 0.06 | 0.02 | lasso | 3 | 0.02 | 6.2e-04 | 6.2 | -6.1 | 8.8e-10 | 0.76 | 0.08 | 0.92 | FALSE |
2 | GTEx | Adipose Subcutaneous | DEF8 | 0.11 | 0.02 | enet | 16 | 0.06 | 1.3e-05 | 5.8 | 5.5 | 3.4e-08 | -0.43 | 0.18 | 0.45 | FALSE |
3 | GTEx | Adipose Subcutaneous | SPATA33 | 0.17 | 0.12 | lasso | 6 | 0.12 | 5.6e-10 | -6.6 | -6.7 | 2.4e-11 | 0.96 | 0.01 | 0.99 | FALSE |
4 | GTEx | Adipose Subcutaneous | CDK10 | 0.37 | 0.20 | enet | 50 | 0.26 | 4.0e-21 | 6.0 | -5.2 | 2.3e-07 | 0.60 | 0.41 | 0.59 | FALSE |
5 | GTEx | Adipose Visceral Omentum | SPATA33 | 0.16 | 0.10 | lasso | 3 | 0.07 | 1.2e-04 | -6.8 | -6.4 | 1.6e-10 | 0.97 | 0.01 | 0.99 | FALSE |
6 | GTEx | Artery Aorta | SPATA2L | 0.08 | 0.00 | enet | 10 | 0.05 | 6.6e-04 | 3.3 | 6.1 | 1.0e-09 | -0.62 | 0.04 | 0.77 | FALSE |
7 | GTEx | Artery Aorta | SPATA33 | 0.19 | 0.06 | enet | 15 | 0.12 | 3.7e-07 | -6.6 | -6.5 | 8.6e-11 | 0.86 | 0.01 | 0.99 | FALSE |
8 | GTEx | Artery Aorta | CDK10 | 0.33 | 0.07 | enet | 27 | 0.18 | 2.7e-10 | 2.3 | -5.3 | 9.9e-08 | 0.50 | 0.51 | 0.48 | FALSE |
9 | GTEx | Artery Tibial | SPATA33 | 0.18 | 0.12 | lasso | 3 | 0.10 | 1.6e-08 | -6.6 | -6.8 | 7.7e-12 | 0.95 | 0.02 | 0.98 | FALSE |
10 | GTEx | Breast Mammary Tissue | CDK10 | 0.45 | 0.22 | lasso | 6 | 0.23 | 7.1e-12 | 6.0 | -6.3 | 2.5e-10 | 0.80 | 0.30 | 0.70 | FALSE |
11 | GTEx | Breast Mammary Tissue (Male) | CDK10 | 0.12 | 0.08 | enet | 6 | 0.01 | 2.2e-01 | -5.3 | -5.2 | 2.5e-07 | 0.76 | 0.04 | 0.32 | FALSE |
12 | GTEx | Breast Mammary Tissue (Female) | CDK10 | 0.07 | 0.02 | lasso | 2 | 0.00 | 4.6e-01 | 6.0 | -6.2 | 5.2e-10 | 0.79 | 0.04 | 0.41 | FALSE |
13 | GTEx | Cells Transformed fibroblasts | SPATA33 | 0.11 | 0.05 | enet | 22 | 0.05 | 1.1e-04 | -6.6 | -5.5 | 3.4e-08 | 0.84 | 0.01 | 0.99 | FALSE |
14 | GTEx | Cells Transformed fibroblasts | AC092143.1 | 0.07 | 0.00 | lasso | 6 | 0.00 | 5.0e-01 | -6.6 | -6.0 | 1.5e-09 | 0.90 | 0.04 | 0.68 | FALSE |
15 | GTEx | Colon Transverse | SPATA33 | 0.23 | 0.16 | enet | 14 | 0.19 | 2.2e-09 | -6.6 | -5.6 | 1.6e-08 | 0.87 | 0.01 | 0.99 | TRUE |
16 | GTEx | Colon Transverse | CDK10 | 0.34 | 0.15 | lasso | 5 | 0.16 | 4.2e-08 | 6.2 | -5.9 | 3.4e-09 | 0.64 | 0.22 | 0.76 | FALSE |
17 | GTEx | Esophagus Mucosa | SPATA33 | 0.26 | 0.17 | lasso | 6 | 0.16 | 9.1e-11 | -6.6 | -6.9 | 4.7e-12 | 0.96 | 0.01 | 0.99 | FALSE |
18 | GTEx | Esophagus Muscularis | SPATA33 | 0.25 | 0.18 | lasso | 11 | 0.17 | 1.7e-10 | -6.8 | -6.4 | 1.6e-10 | 0.95 | 0.00 | 1.00 | FALSE |
19 | GTEx | Heart Atrial Appendage | CDK10 | 0.26 | 0.07 | lasso | 3 | 0.13 | 1.4e-06 | -6.2 | -6.2 | 4.5e-10 | 0.72 | 0.07 | 0.85 | FALSE |
20 | GTEx | Heart Left Ventricle | SPATA33 | 0.07 | 0.02 | enet | 6 | 0.03 | 6.7e-03 | -6.9 | -6.1 | 9.6e-10 | 0.93 | 0.00 | 0.99 | FALSE |
21 | GTEx | Lung | SPATA33 | 0.15 | 0.11 | enet | 9 | 0.13 | 5.6e-10 | 6.0 | -6.9 | 7.2e-12 | 0.91 | 0.03 | 0.97 | FALSE |
22 | GTEx | Lung | CDK10 | 0.25 | 0.18 | lasso | 7 | 0.19 | 1.0e-14 | 6.2 | -6.1 | 8.2e-10 | 0.72 | 0.20 | 0.80 | FALSE |
23 | GTEx | Muscle Skeletal | SPATA33 | 0.10 | 0.04 | enet | 5 | 0.05 | 8.3e-06 | 6.2 | -6.8 | 9.1e-12 | 0.90 | 0.01 | 0.99 | FALSE |
24 | GTEx | Nerve Tibial | CDK10 | 0.42 | 0.28 | enet | 16 | 0.35 | 1.2e-25 | 6.0 | -6.1 | 1.2e-09 | 0.72 | 0.36 | 0.64 | FALSE |
25 | GTEx | Ovary | CDK10 | 0.45 | 0.11 | lasso | 8 | 0.25 | 6.8e-07 | 2.3 | -5.8 | 7.8e-09 | 0.68 | 0.04 | 0.85 | FALSE |
26 | GTEx | Pancreas | SPATA33 | 0.13 | 0.14 | lasso | 10 | 0.11 | 2.2e-05 | -6.8 | -6.4 | 1.5e-10 | 0.98 | 0.01 | 0.99 | FALSE |
27 | GTEx | Pituitary | SPATA33 | 0.29 | 0.18 | lasso | 6 | 0.15 | 1.6e-04 | 6.2 | -6.4 | 1.2e-10 | 0.69 | 0.03 | 0.76 | FALSE |
28 | GTEx | Pituitary | CDK10 | 0.41 | 0.22 | enet | 17 | 0.15 | 1.2e-04 | 6.2 | -6.2 | 6.2e-10 | 0.68 | 0.04 | 0.88 | FALSE |
29 | GTEx | Prostate | SPATA33 | 0.35 | 0.01 | lasso | 5 | 0.05 | 2.8e-02 | -6.8 | -5.4 | 5.9e-08 | 0.75 | 0.02 | 0.82 | TRUE |
30 | GTEx | Skin Not Sun Exposed Suprapubic | CHMP1A | 0.25 | 0.01 | enet | 21 | 0.08 | 5.3e-05 | 4.6 | 5.7 | 1.2e-08 | -0.50 | 0.10 | 0.82 | FALSE |
31 | GTEx | Skin Not Sun Exposed Suprapubic | SPATA33 | 0.12 | 0.09 | lasso | 4 | 0.10 | 3.4e-06 | -6.6 | -6.8 | 1.4e-11 | 0.97 | 0.01 | 0.99 | FALSE |
32 | GTEx | Skin Not Sun Exposed Suprapubic | CDK10 | 0.27 | 0.19 | lasso | 9 | 0.28 | 1.2e-15 | 6.0 | -5.5 | 4.9e-08 | 0.65 | 0.35 | 0.65 | FALSE |
33 | GTEx | Skin Sun Exposed Lower leg | CHMP1A | 0.36 | 0.11 | enet | 29 | 0.19 | 1.5e-15 | 4.6 | 6.4 | 1.5e-10 | -0.79 | 0.05 | 0.95 | FALSE |
34 | GTEx | Skin Sun Exposed Lower leg | CDK10 | 0.30 | 0.18 | enet | 18 | 0.29 | 3.0e-24 | 2.3 | -5.2 | 1.9e-07 | 0.57 | 0.92 | 0.08 | FALSE |
35 | GTEx | Spleen | SPATA33 | 0.20 | 0.00 | lasso | 5 | 0.01 | 1.5e-01 | 6.2 | 5.1 | 2.8e-07 | -0.61 | 0.03 | 0.68 | TRUE |
36 | GTEx | Spleen | CDK10 | 0.36 | 0.22 | enet | 6 | 0.06 | 1.3e-02 | 6.2 | -6.3 | 3.4e-10 | 0.75 | 0.10 | 0.60 | FALSE |
37 | GTEx | Stomach | CDK10 | 0.35 | 0.12 | enet | 12 | 0.22 | 6.4e-11 | 2.3 | -5.7 | 1.4e-08 | 0.53 | 0.77 | 0.14 | FALSE |
38 | GTEx | Testis | CDK10 | 0.28 | 0.14 | lasso | 6 | 0.24 | 4.1e-11 | 6.2 | -5.6 | 1.8e-08 | 0.64 | 0.09 | 0.90 | FALSE |
39 | GTEx | Testis | VPS9D1-AS1 | 0.14 | 0.03 | lasso | 6 | 0.06 | 1.7e-03 | -3.6 | 5.6 | 1.6e-08 | -0.57 | 0.12 | 0.36 | FALSE |
40 | GTEx | Thyroid | DEF8 | 0.18 | 0.04 | enet | 16 | 0.13 | 7.8e-10 | -1.7 | 5.2 | 2.0e-07 | -0.34 | 0.45 | 0.11 | TRUE |
41 | GTEx | Thyroid | SPATA33 | 0.20 | 0.18 | lasso | 6 | 0.19 | 2.7e-14 | -6.6 | -6.3 | 3.4e-10 | 0.94 | 0.01 | 0.99 | TRUE |
42 | GTEx | Thyroid | CDK10 | 0.36 | 0.16 | lasso | 9 | 0.21 | 9.7e-16 | -6.6 | -7.2 | 7.0e-13 | 0.89 | 0.02 | 0.98 | FALSE |
43 | GTEx | Whole Blood | SPATA33 | 0.05 | 0.02 | enet | 9 | 0.02 | 6.3e-03 | -6.2 | -6.4 | 1.5e-10 | 0.87 | 0.04 | 0.96 | FALSE |
44 | The Cancer Genome Atlas | Bladder Urothelial Carcinoma | CHMP1A | 0.10 | 0.07 | lasso | 2 | 0.09 | 6.7e-08 | 4.6 | 6.4 | 1.9e-10 | -0.88 | 0.01 | 0.99 | FALSE |
45 | The Cancer Genome Atlas | Breast Invasive Carcinoma | CHMP1A | 0.04 | 0.03 | enet | 9 | 0.05 | 7.5e-10 | -6.6 | 7.2 | 6.9e-13 | -0.87 | 0.01 | 0.99 | TRUE |
46 | The Cancer Genome Atlas | Colon Adenocarcinoma | CHMP1A | 0.05 | 0.03 | blup | 38 | 0.04 | 1.6e-03 | -7.1 | 7.0 | 2.0e-12 | -0.94 | 0.01 | 0.96 | FALSE |
47 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | CHMP1A | 0.04 | 0.04 | lasso | 4 | 0.05 | 6.3e-06 | -7.1 | 6.4 | 1.6e-10 | -0.94 | 0.00 | 1.00 | FALSE |
48 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | DPEP1 | 0.04 | 0.01 | enet | 6 | 0.03 | 1.0e-04 | -6.2 | -5.7 | 1.0e-08 | 0.66 | 0.02 | 0.77 | TRUE |
49 | The Cancer Genome Atlas | Brain Lower Grade Glioma | C16orf55 | 0.03 | 0.05 | enet | 6 | 0.05 | 3.5e-06 | -6.4 | 6.8 | 1.2e-11 | -0.96 | 0.01 | 0.99 | FALSE |
50 | The Cancer Genome Atlas | Brain Lower Grade Glioma | CHMP1A | 0.07 | 0.03 | blup | 37 | 0.03 | 1.3e-04 | 4.6 | 5.1 | 2.7e-07 | -0.79 | 0.00 | 0.99 | TRUE |
51 | The Cancer Genome Atlas | Brain Lower Grade Glioma | DPEP1 | 0.06 | 0.01 | blup | 44 | 0.02 | 1.6e-03 | 5.8 | 6.5 | 9.7e-11 | -0.64 | 0.07 | 0.64 | FALSE |
52 | The Cancer Genome Atlas | Lung Adenocarcinoma | CDK10 | 0.08 | 0.04 | lasso | 2 | 0.03 | 1.1e-04 | 6.0 | -5.9 | 3.8e-09 | 0.73 | 0.18 | 0.32 | FALSE |
53 | The Cancer Genome Atlas | Prostate Adenocarcinoma | CHMP1A | 0.04 | 0.05 | enet | 3 | 0.05 | 2.1e-06 | -7.1 | 7.1 | 1.8e-12 | -0.97 | 0.00 | 1.00 | FALSE |
54 | The Cancer Genome Atlas | Stomach Adenocarcinoma | C16orf55 | 0.09 | 0.04 | blup | 36 | 0.04 | 7.1e-04 | 6.2 | -6.1 | 9.2e-10 | 0.73 | 0.12 | 0.71 | FALSE |
55 | The Cancer Genome Atlas | Thyroid Carcinoma | C16orf55 | 0.04 | 0.01 | blup | 36 | 0.02 | 1.7e-03 | -6.6 | -6.3 | 3.7e-10 | 0.92 | 0.01 | 0.74 | FALSE |
56 | The Cancer Genome Atlas | Thyroid Carcinoma | CDK10 | 0.06 | 0.04 | blup | 43 | 0.04 | 8.9e-05 | 6.0 | -5.9 | 4.2e-09 | 0.51 | 0.33 | 0.39 | FALSE |