Best TWAS P=1.26e-29 · Best GWAS P=5.52e-29 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 | NIPSNAP1 | 0.16 | 0.15 | enet | 19 | 0.12 | 8.7e-15 | -7.6 | 8.0 | 1.8e-15 | 0.41 | 1.00 | 0.00 | FALSE |
2 | GTEx | Adipose Subcutaneous | NIPSNAP1 | 0.07 | 0.06 | enet | 10 | 0.06 | 2.5e-05 | -7.4 | 6.4 | 2.0e-10 | 0.43 | 0.31 | 0.24 | FALSE |
3 | GTEx | Adipose Subcutaneous | CTA-85E5.10 | 0.10 | 0.04 | lasso | 9 | 0.03 | 1.9e-03 | 9.0 | -9.8 | 1.8e-22 | -0.27 | 0.68 | 0.09 | FALSE |
4 | GTEx | Artery Aorta | NIPSNAP1 | 0.16 | 0.09 | enet | 14 | 0.07 | 8.9e-05 | -6.8 | 7.6 | 4.1e-14 | 0.38 | 0.94 | 0.00 | FALSE |
5 | GTEx | Artery Coronary | NIPSNAP1 | 0.26 | 0.23 | lasso | 3 | 0.24 | 8.7e-09 | -7.8 | 7.8 | 7.1e-15 | 0.44 | 0.98 | 0.00 | FALSE |
6 | GTEx | Artery Tibial | NIPSNAP1 | 0.20 | 0.16 | enet | 33 | 0.17 | 1.9e-13 | -7.6 | 5.2 | 2.2e-07 | 0.31 | 1.00 | 0.00 | FALSE |
7 | GTEx | Brain Caudate basal ganglia | CTA-85E5.10 | 0.35 | 0.06 | lasso | 9 | 0.03 | 6.1e-02 | -3.7 | -6.2 | 5.2e-10 | -0.49 | 0.11 | 0.21 | FALSE |
8 | GTEx | Brain Cerebellum | CTA-85E5.10 | 0.13 | 0.09 | lasso | 4 | 0.02 | 1.1e-01 | 6.4 | -6.8 | 1.3e-11 | -0.82 | 0.11 | 0.13 | FALSE |
9 | GTEx | Brain Frontal Cortex BA9 | MTMR3 | 0.22 | 0.10 | lasso | 5 | 0.19 | 8.0e-06 | -2.5 | -5.2 | 2.6e-07 | -0.47 | 0.12 | 0.28 | FALSE |
10 | GTEx | Brain Nucleus accumbens basal ganglia | NIPSNAP1 | 0.20 | 0.00 | enet | 10 | -0.01 | 6.7e-01 | -7.6 | 6.5 | 5.9e-11 | 0.58 | 0.07 | 0.09 | FALSE |
11 | GTEx | Brain Nucleus accumbens basal ganglia | GAS2L1 | 0.36 | -0.01 | enet | 26 | 0.10 | 1.3e-03 | 0.5 | -7.0 | 2.1e-12 | -0.34 | 0.04 | 0.53 | FALSE |
12 | GTEx | Breast Mammary Tissue | MTMR3 | 0.33 | 0.26 | lasso | 6 | 0.29 | 2.0e-15 | -4.3 | -5.3 | 1.2e-07 | -0.42 | 1.00 | 0.00 | FALSE |
13 | GTEx | Breast Mammary Tissue | CTA-85E5.10 | 0.14 | -0.01 | enet | 13 | 0.00 | 6.1e-01 | -4.8 | -8.2 | 2.3e-16 | -0.50 | 0.04 | 0.71 | FALSE |
14 | GTEx | Breast Mammary Tissue (Female) | CTA-85E5.10 | 0.13 | -0.01 | lasso | 4 | -0.01 | 5.7e-01 | 11.1 | -10.7 | 1.2e-26 | -0.77 | 0.02 | 0.64 | FALSE |
15 | GTEx | Cells EBV-transformed lymphocytes | UQCR10 | 0.12 | 0.03 | lasso | 4 | 0.06 | 6.6e-03 | 11.1 | -10.3 | 4.6e-25 | -0.84 | 0.05 | 0.61 | FALSE |
16 | GTEx | Cells EBV-transformed lymphocytes | NIPSNAP1 | 0.38 | 0.18 | enet | 30 | 0.26 | 4.4e-09 | 7.3 | 5.8 | 5.1e-09 | 0.32 | 0.89 | 0.02 | FALSE |
17 | GTEx | Cells Transformed fibroblasts | ASCC2 | 0.05 | 0.05 | lasso | 4 | 0.04 | 6.8e-04 | -9.8 | -9.4 | 6.7e-21 | -0.79 | 0.06 | 0.88 | FALSE |
18 | GTEx | Cells Transformed fibroblasts | NIPSNAP1 | 0.12 | 0.17 | enet | 11 | 0.13 | 3.1e-10 | -7.7 | 8.9 | 6.6e-19 | 0.54 | 1.00 | 0.00 | TRUE |
19 | GTEx | Colon Sigmoid | NIPSNAP1 | 0.22 | 0.15 | lasso | 3 | 0.12 | 6.2e-05 | -7.4 | 8.1 | 3.9e-16 | 0.41 | 0.17 | 0.24 | TRUE |
20 | GTEx | Colon Transverse | MTMR3 | 0.33 | 0.29 | enet | 24 | 0.33 | 3.5e-16 | -4.0 | -5.5 | 4.7e-08 | -0.51 | 1.00 | 0.00 | FALSE |
21 | GTEx | Esophagus Mucosa | AP1B1 | 0.06 | 0.05 | lasso | 3 | 0.05 | 1.8e-04 | -6.0 | -6.2 | 4.1e-10 | -0.12 | 0.54 | 0.15 | FALSE |
22 | GTEx | Esophagus Mucosa | MTMR3 | 0.20 | 0.19 | enet | 13 | 0.20 | 2.5e-13 | -4.3 | -5.5 | 3.0e-08 | -0.49 | 1.00 | 0.00 | FALSE |
23 | GTEx | Esophagus Mucosa | NIPSNAP1 | 0.19 | 0.04 | enet | 16 | 0.10 | 3.3e-07 | 2.7 | 6.4 | 1.4e-10 | 0.39 | 0.99 | 0.00 | FALSE |
24 | GTEx | Esophagus Muscularis | NIPSNAP1 | 0.15 | 0.16 | enet | 6 | 0.12 | 1.9e-07 | -7.6 | 7.7 | 1.8e-14 | 0.44 | 1.00 | 0.00 | FALSE |
25 | GTEx | Heart Atrial Appendage | NIPSNAP1 | 0.14 | 0.15 | enet | 8 | 0.10 | 2.3e-05 | -7.8 | 7.7 | 1.4e-14 | 0.43 | 0.90 | 0.01 | FALSE |
26 | GTEx | Heart Left Ventricle | NIPSNAP1 | 0.09 | 0.06 | enet | 10 | 0.03 | 9.7e-03 | -7.6 | 8.0 | 8.9e-16 | 0.44 | 0.60 | 0.12 | FALSE |
27 | GTEx | Lung | MTMR3 | 0.15 | 0.07 | lasso | 5 | 0.11 | 1.7e-08 | -6.4 | -6.6 | 4.0e-11 | -0.53 | 0.68 | 0.32 | FALSE |
28 | GTEx | Lung | NIPSNAP1 | 0.23 | 0.00 | enet | 24 | 0.07 | 2.5e-06 | -7.6 | 7.1 | 1.3e-12 | 0.35 | 0.66 | 0.03 | FALSE |
29 | GTEx | Muscle Skeletal | MTMR3 | 0.07 | 0.04 | lasso | 3 | 0.03 | 5.5e-04 | -4.3 | -7.8 | 4.9e-15 | -0.61 | 0.16 | 0.78 | FALSE |
30 | GTEx | Nerve Tibial | ASCC2 | 0.17 | 0.07 | lasso | 6 | 0.08 | 2.6e-06 | -3.2 | -6.4 | 1.3e-10 | -0.36 | 0.36 | 0.62 | TRUE |
31 | GTEx | Nerve Tibial | NIPSNAP1 | 0.12 | 0.10 | lasso | 7 | 0.07 | 1.3e-05 | -7.6 | 7.6 | 2.1e-14 | 0.42 | 0.96 | 0.01 | FALSE |
32 | GTEx | Pancreas | NIPSNAP1 | 0.11 | 0.06 | enet | 16 | 0.06 | 1.2e-03 | 7.3 | 6.8 | 8.2e-12 | 0.44 | 0.38 | 0.11 | FALSE |
33 | GTEx | Pituitary | NF2 | 0.25 | 0.01 | lasso | 7 | 0.08 | 4.4e-03 | 1.5 | -6.3 | 3.3e-10 | -0.33 | 0.08 | 0.12 | FALSE |
34 | GTEx | Prostate | MTMR3 | 0.62 | 0.29 | lasso | 14 | 0.24 | 9.3e-07 | -4.3 | -7.3 | 3.4e-13 | -0.56 | 0.66 | 0.29 | FALSE |
35 | GTEx | Prostate | CTA-85E5.10 | 0.24 | 0.00 | lasso | 4 | 0.02 | 1.2e-01 | -4.1 | -6.4 | 1.7e-10 | -0.53 | 0.08 | 0.54 | FALSE |
36 | GTEx | Skin Not Sun Exposed Suprapubic | NEFH | 0.16 | 0.04 | lasso | 5 | 0.06 | 3.5e-04 | -3.1 | -5.2 | 2.2e-07 | -0.28 | 0.42 | 0.05 | FALSE |
37 | GTEx | Skin Not Sun Exposed Suprapubic | ZMAT5 | 0.10 | 0.00 | lasso | 4 | 0.00 | 5.0e-01 | 5.8 | 5.2 | 2.0e-07 | 0.73 | 0.07 | 0.44 | TRUE |
38 | GTEx | Skin Sun Exposed Lower leg | ZMAT5 | 0.06 | 0.03 | enet | 15 | 0.02 | 4.4e-03 | 8.2 | 8.1 | 8.4e-16 | 0.83 | 0.03 | 0.95 | FALSE |
39 | GTEx | Skin Sun Exposed Lower leg | UQCR10 | 0.07 | 0.10 | lasso | 8 | 0.09 | 5.5e-08 | 11.1 | 11.0 | 2.5e-28 | 0.83 | 0.01 | 0.99 | FALSE |
40 | GTEx | Skin Sun Exposed Lower leg | NIPSNAP1 | 0.07 | 0.06 | lasso | 3 | 0.03 | 7.8e-04 | 6.0 | 7.0 | 2.6e-12 | 0.34 | 0.42 | 0.11 | TRUE |
41 | GTEx | Testis | ZMAT5 | 0.09 | 0.08 | lasso | 2 | 0.05 | 2.3e-03 | 6.6 | -6.1 | 1.4e-09 | -0.75 | 0.05 | 0.78 | FALSE |
42 | GTEx | Testis | ASCC2 | 0.28 | 0.30 | lasso | 2 | 0.36 | 4.0e-17 | 6.6 | 5.9 | 3.1e-09 | 0.75 | 1.00 | 0.00 | FALSE |
43 | GTEx | Testis | MTMR3 | 0.27 | 0.17 | enet | 13 | 0.26 | 8.9e-12 | -8.7 | -7.9 | 2.7e-15 | -0.70 | 0.97 | 0.03 | FALSE |
44 | GTEx | Testis | NIPSNAP1 | 0.14 | 0.21 | lasso | 3 | 0.19 | 6.2e-09 | -7.0 | -7.1 | 9.8e-13 | -0.42 | 0.99 | 0.00 | FALSE |
45 | GTEx | Thyroid | ASCC2 | 0.11 | 0.04 | lasso | 6 | 0.05 | 6.4e-05 | -6.4 | -9.1 | 7.7e-20 | -0.67 | 0.06 | 0.90 | FALSE |
46 | METSIM | Adipose | NIPSNAP1 | 0.02 | 0.01 | enet | 14 | 0.02 | 1.0e-03 | -7.8 | 8.2 | 3.4e-16 | 0.47 | 0.15 | 0.32 | FALSE |
47 | The Cancer Genome Atlas | Bladder Urothelial Carcinoma | NIPSNAP1 | 0.04 | 0.02 | blup | 47 | 0.03 | 2.7e-03 | -7.7 | 7.7 | 1.0e-14 | 0.39 | 0.01 | 0.86 | FALSE |
48 | The Cancer Genome Atlas | Breast Invasive Carcinoma | NIPSNAP1 | 0.04 | 0.06 | lasso | 4 | 0.06 | 8.4e-13 | -7.6 | 7.6 | 3.7e-14 | 0.44 | 0.01 | 0.99 | FALSE |
49 | The Cancer Genome Atlas | Cervical Squamous Cell Carcinoma | ASCC2 | 0.07 | 0.07 | enet | 5 | 0.07 | 2.5e-04 | 11.1 | -11.0 | 5.8e-28 | -0.80 | 0.01 | 0.92 | FALSE |
50 | The Cancer Genome Atlas | Esophageal Carcinoma | MTMR3 | 0.23 | 0.04 | lasso | 8 | 0.08 | 1.4e-03 | -4.0 | -6.6 | 4.3e-11 | -0.67 | 0.03 | 0.76 | FALSE |
51 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | NIPSNAP1 | 0.03 | 0.02 | lasso | 1 | 0.02 | 5.2e-03 | -7.4 | 7.4 | 1.6e-13 | 0.39 | 0.01 | 0.76 | FALSE |
52 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | NF2 | 0.02 | 0.01 | blup | 72 | 0.00 | 8.4e-02 | -7.6 | -8.7 | 3.7e-18 | -0.54 | 0.08 | 0.22 | TRUE |
53 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | NF2 | 0.05 | 0.00 | blup | 72 | 0.03 | 5.8e-03 | 4.9 | -5.8 | 9.1e-09 | -0.49 | 0.08 | 0.17 | FALSE |
54 | The Cancer Genome Atlas | Brain Lower Grade Glioma | ASCC2 | 0.04 | 0.00 | blup | 48 | 0.01 | 1.1e-02 | -3.1 | -11.3 | 1.3e-29 | -0.50 | 0.01 | 0.56 | TRUE |
55 | The Cancer Genome Atlas | Brain Lower Grade Glioma | NIPSNAP1 | 0.09 | 0.05 | lasso | 3 | 0.04 | 2.3e-05 | -7.7 | 7.7 | 1.6e-14 | 0.42 | 0.01 | 0.99 | FALSE |
56 | The Cancer Genome Atlas | Liver Hepatocellular Carcinoma | NIPSNAP1 | 0.06 | 0.05 | enet | 9 | 0.06 | 8.6e-04 | -6.8 | 7.4 | 9.8e-14 | 0.42 | 0.01 | 0.83 | FALSE |
57 | The Cancer Genome Atlas | Lung Adenocarcinoma | NIPSNAP1 | 0.07 | 0.07 | enet | 6 | 0.07 | 1.6e-08 | -7.4 | 6.5 | 8.5e-11 | 0.42 | 0.02 | 0.98 | FALSE |
58 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | NIPSNAP1 | 0.05 | 0.07 | blup | 48 | 0.07 | 5.7e-08 | -6.8 | 7.0 | 3.5e-12 | 0.44 | 0.01 | 0.99 | FALSE |
59 | The Cancer Genome Atlas | Prostate Adenocarcinoma | ASCC2 | 0.04 | 0.02 | enet | 6 | 0.03 | 6.0e-04 | 6.6 | -7.5 | 4.9e-14 | -0.77 | 0.04 | 0.72 | FALSE |
60 | The Cancer Genome Atlas | Prostate Adenocarcinoma | NIPSNAP1 | 0.05 | 0.05 | blup | 48 | 0.05 | 8.3e-06 | -7.4 | 7.7 | 1.5e-14 | 0.41 | 0.01 | 0.98 | FALSE |
61 | The Cancer Genome Atlas | Rectum Adenocarcinoma | MTMR3 | 0.22 | 0.11 | enet | 18 | 0.15 | 1.9e-04 | -4.0 | -5.1 | 3.0e-07 | -0.55 | 0.04 | 0.63 | FALSE |
62 | The Cancer Genome Atlas | Soft Tissue Sarcoma | NIPSNAP1 | 0.11 | 0.06 | enet | 17 | 0.01 | 6.0e-02 | -7.0 | 6.0 | 2.1e-09 | 0.27 | 0.01 | 0.91 | TRUE |
63 | The Cancer Genome Atlas | Stomach Adenocarcinoma | NIPSNAP1 | 0.05 | 0.04 | blup | 48 | 0.03 | 2.0e-03 | -7.7 | 7.4 | 1.0e-13 | 0.43 | 0.01 | 0.97 | FALSE |
64 | The Cancer Genome Atlas | Testicular Germ Cell Tumors | NIPSNAP1 | 0.20 | 0.11 | blup | 47 | 0.09 | 3.2e-04 | -7.7 | 7.5 | 8.3e-14 | 0.39 | 0.01 | 0.94 | FALSE |
65 | The Cancer Genome Atlas | Thyroid Carcinoma | NIPSNAP1 | 0.14 | 0.16 | blup | 48 | 0.18 | 4.6e-17 | -7.7 | 6.5 | 5.6e-11 | 0.40 | 0.01 | 0.99 | FALSE |