Best TWAS P=5.02e-50 · Best GWAS P=2e-45 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 | DENND4A | 0.06 | 0.05 | enet | 18 | 0.05 | 7.1e-07 | 9.51 | 7.7 | 1.8e-14 | 0.79 | 0.72 | 0.28 | FALSE |
2 | CommonMind | Brain Pre-frontal Cortex | SLC24A1 | 0.05 | 0.03 | lasso | 7 | 0.03 | 3.0e-04 | 9.50 | 8.7 | 3.2e-18 | 0.80 | 0.53 | 0.35 | FALSE |
3 | GTEx | Adipose Subcutaneous | VWA9 | 0.05 | 0.00 | lasso | 4 | 0.01 | 7.9e-02 | 10.02 | -12.2 | 2.6e-34 | -0.56 | 0.08 | 0.78 | FALSE |
4 | GTEx | Adipose Subcutaneous | RP11-244F12.3 | 0.16 | 0.12 | lasso | 5 | 0.10 | 6.5e-09 | 5.71 | 5.7 | 1.2e-08 | 0.04 | 0.00 | 1.00 | FALSE |
5 | GTEx | Adipose Visceral Omentum | PTPLAD1 | 0.13 | 0.10 | enet | 20 | 0.08 | 5.6e-05 | 12.02 | 11.9 | 1.6e-32 | 0.67 | 0.20 | 0.70 | FALSE |
6 | GTEx | Adipose Visceral Omentum | RP11-244F12.3 | 0.15 | 0.00 | lasso | 5 | 0.00 | 2.2e-01 | 5.71 | 5.8 | 8.1e-09 | 0.02 | 0.01 | 0.96 | TRUE |
7 | GTEx | Artery Tibial | DENND4A | 0.05 | 0.01 | enet | 8 | 0.02 | 8.3e-03 | 14.15 | 12.5 | 1.4e-35 | 0.96 | 0.01 | 0.97 | FALSE |
8 | GTEx | Brain Caudate basal ganglia | RP11-244F12.2 | 0.47 | 0.27 | lasso | 8 | 0.30 | 2.5e-09 | 5.59 | 5.2 | 1.8e-07 | 0.04 | 0.00 | 0.99 | FALSE |
9 | GTEx | Brain Cerebellar Hemisphere | IGDCC4 | 0.19 | 0.12 | lasso | 7 | 0.10 | 1.2e-03 | 9.36 | -8.5 | 2.5e-17 | -0.81 | 0.28 | 0.41 | FALSE |
10 | GTEx | Brain Cerebellar Hemisphere | DENND4A | 0.29 | -0.01 | enet | 28 | 0.04 | 4.0e-02 | 10.00 | 9.2 | 2.4e-20 | 0.42 | 0.07 | 0.23 | FALSE |
11 | GTEx | Brain Cerebellum | IGDCC4 | 0.28 | 0.27 | lasso | 5 | 0.24 | 9.6e-08 | 8.91 | -11.1 | 2.0e-28 | -0.78 | 0.46 | 0.46 | FALSE |
12 | GTEx | Brain Hippocampus | TPM1 | 0.34 | 0.10 | lasso | 5 | 0.17 | 1.0e-04 | 5.69 | 5.3 | 9.7e-08 | 0.03 | 0.02 | 0.90 | FALSE |
13 | GTEx | Brain Hippocampus | RP11-244F12.2 | 0.36 | 0.39 | lasso | 6 | 0.36 | 2.4e-09 | 5.69 | 5.3 | 9.2e-08 | 0.03 | 0.01 | 0.99 | FALSE |
14 | GTEx | Brain Nucleus accumbens basal ganglia | DENND4A | 0.16 | 0.09 | lasso | 4 | 0.06 | 8.8e-03 | 13.88 | 14.0 | 3.0e-44 | 0.98 | 0.01 | 0.92 | FALSE |
15 | GTEx | Breast Mammary Tissue (Female) | SNX1 | 0.04 | -0.01 | lasso | 3 | 0.04 | 3.0e-02 | 5.63 | 5.6 | 1.8e-08 | 0.04 | 0.03 | 0.23 | FALSE |
16 | GTEx | Cells EBV-transformed lymphocytes | PTPLAD1 | 0.18 | 0.18 | enet | 25 | 0.15 | 1.7e-05 | 12.60 | -14.1 | 4.4e-45 | -0.72 | 0.42 | 0.50 | FALSE |
17 | GTEx | Cells Transformed fibroblasts | SLC24A1 | 0.11 | 0.10 | enet | 4 | 0.09 | 5.3e-07 | 9.93 | -9.9 | 2.6e-23 | -0.39 | 0.99 | 0.00 | FALSE |
18 | GTEx | Cells Transformed fibroblasts | CSNK1G1 | 0.17 | 0.17 | lasso | 1 | 0.15 | 1.3e-11 | 5.57 | 5.6 | 2.5e-08 | 0.04 | 0.02 | 0.98 | FALSE |
19 | GTEx | Cells Transformed fibroblasts | DENND4A | 0.08 | 0.06 | lasso | 2 | 0.04 | 3.3e-04 | 9.36 | -9.4 | 8.0e-21 | -0.85 | 0.74 | 0.10 | FALSE |
20 | GTEx | Colon Transverse | CSNK1G1 | 0.07 | 0.00 | lasso | 4 | 0.01 | 1.0e-01 | 3.07 | 5.8 | 6.7e-09 | -0.01 | 0.05 | 0.44 | TRUE |
21 | GTEx | Esophagus Muscularis | DPP8 | 0.11 | 0.03 | enet | 9 | 0.04 | 3.2e-03 | 11.37 | -8.4 | 5.4e-17 | -0.42 | 0.26 | 0.21 | FALSE |
22 | GTEx | Heart Atrial Appendage | TRIP4 | 0.13 | 0.01 | lasso | 5 | 0.04 | 4.9e-03 | 3.20 | 5.8 | 5.9e-09 | 0.09 | 0.14 | 0.44 | FALSE |
23 | GTEx | Lung | TPM1 | 0.09 | 0.03 | lasso | 5 | 0.03 | 1.6e-03 | 5.59 | 5.7 | 1.0e-08 | 0.03 | 0.01 | 0.98 | FALSE |
24 | GTEx | Muscle Skeletal | IGDCC4 | 0.03 | 0.01 | lasso | 2 | 0.02 | 9.2e-03 | 8.60 | -8.6 | 1.2e-17 | -0.76 | 0.23 | 0.28 | FALSE |
25 | GTEx | Nerve Tibial | PTPLAD1 | 0.09 | 0.02 | lasso | 7 | 0.03 | 4.4e-03 | 6.32 | 9.2 | 2.5e-20 | 0.27 | 0.26 | 0.03 | FALSE |
26 | GTEx | Pancreas | ANKDD1A | 0.19 | 0.05 | enet | 16 | 0.04 | 1.1e-02 | 1.77 | -5.5 | 2.9e-08 | -0.18 | 0.38 | 0.03 | TRUE |
27 | GTEx | Pituitary | DENND4A | 0.19 | 0.12 | enet | 9 | 0.10 | 1.5e-03 | 12.51 | 12.7 | 4.1e-37 | 0.73 | 0.10 | 0.53 | FALSE |
28 | GTEx | Skin Sun Exposed Lower leg | IGDCC4 | 0.05 | 0.00 | enet | 9 | 0.00 | 6.1e-01 | 11.21 | -5.2 | 1.9e-07 | -0.38 | 0.04 | 0.05 | FALSE |
29 | GTEx | Testis | DPP8 | 0.09 | 0.03 | lasso | 3 | 0.04 | 5.3e-03 | 9.97 | -12.5 | 6.1e-36 | -0.66 | 0.03 | 0.79 | FALSE |
30 | METSIM | Adipose | PARP16 | 0.03 | 0.01 | bslmm | 327 | 0.01 | 2.8e-03 | -2.30 | -10.6 | 3.5e-26 | -0.56 | 0.04 | 0.31 | FALSE |
31 | METSIM | Adipose | PTPLAD1 | 0.06 | 0.02 | bslmm | 327 | 0.03 | 2.0e-05 | 10.00 | 9.9 | 4.6e-23 | 0.37 | 0.49 | 0.05 | FALSE |
32 | YFS | Blood | SLC24A1 | 0.06 | 0.02 | bslmm | 339 | 0.03 | 5.8e-10 | 13.88 | -11.8 | 5.6e-32 | -0.70 | 0.00 | 1.00 | FALSE |
33 | The Cancer Genome Atlas | Bladder Urothelial Carcinoma | DPP8 | 0.07 | 0.00 | enet | 9 | 0.03 | 2.9e-03 | 0.34 | -8.9 | 5.5e-19 | -0.70 | 0.01 | 0.80 | FALSE |
34 | The Cancer Genome Atlas | Bladder Urothelial Carcinoma | SLC24A1 | 0.19 | 0.04 | blup | 40 | 0.04 | 1.5e-04 | 6.32 | -8.8 | 8.5e-19 | -0.40 | 0.04 | 0.05 | FALSE |
35 | The Cancer Genome Atlas | Breast Invasive Carcinoma | DENND4A | 0.01 | 0.01 | blup | 68 | 0.01 | 7.5e-03 | 9.27 | -6.1 | 8.5e-10 | -0.72 | 0.03 | 0.16 | FALSE |
36 | The Cancer Genome Atlas | Breast Invasive Carcinoma | DPP8 | 0.08 | 0.02 | lasso | 4 | 0.05 | 6.1e-10 | 13.88 | -9.1 | 6.9e-20 | -0.81 | 0.00 | 1.00 | FALSE |
37 | The Cancer Genome Atlas | Cervical Squamous Cell Carcinoma | PTPLAD1 | 0.09 | 0.06 | blup | 46 | 0.06 | 5.2e-04 | -9.91 | -14.9 | 5.0e-50 | -0.89 | 0.01 | 0.90 | TRUE |
38 | The Cancer Genome Atlas | Colon Adenocarcinoma | TRIP4 | 0.08 | 0.03 | blup | 41 | 0.04 | 1.3e-03 | 4.48 | 5.1 | 3.1e-07 | 0.09 | 0.02 | 0.87 | FALSE |
39 | The Cancer Genome Atlas | Glioblastoma Multiforme | DPP8 | 0.25 | 0.14 | enet | 6 | 0.12 | 1.8e-04 | 0.34 | -6.7 | 2.6e-11 | -0.63 | 0.01 | 0.73 | FALSE |
40 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | DPP8 | 0.03 | 0.01 | blup | 53 | 0.01 | 8.4e-03 | 8.91 | -14.5 | 1.3e-47 | -0.93 | 0.01 | 0.86 | TRUE |
41 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | SLC24A1 | 0.08 | 0.05 | lasso | 1 | 0.05 | 8.4e-04 | 9.97 | -10.0 | 2.0e-23 | -0.43 | 0.10 | 0.15 | FALSE |
42 | The Cancer Genome Atlas | Brain Lower Grade Glioma | C15orf44 | 0.06 | 0.03 | blup | 34 | 0.03 | 9.1e-05 | 6.14 | 7.5 | 4.4e-14 | 0.13 | 0.10 | 0.81 | FALSE |
43 | The Cancer Genome Atlas | Brain Lower Grade Glioma | SLC24A1 | 0.05 | 0.01 | enet | 8 | 0.02 | 6.1e-03 | 9.97 | -7.5 | 5.1e-14 | -0.37 | 0.02 | 0.18 | FALSE |
44 | The Cancer Genome Atlas | Lung Adenocarcinoma | DPP8 | 0.07 | 0.01 | blup | 53 | 0.03 | 1.7e-04 | 0.56 | -9.9 | 4.5e-23 | -0.75 | 0.02 | 0.92 | FALSE |
45 | The Cancer Genome Atlas | Lung Adenocarcinoma | TRIP4 | 0.10 | 0.07 | enet | 7 | 0.10 | 2.1e-11 | 4.48 | 5.5 | 4.9e-08 | 0.10 | 0.02 | 0.98 | FALSE |
46 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | PPIB | 0.06 | 0.04 | lasso | 5 | 0.03 | 9.8e-05 | 5.44 | -5.6 | 2.4e-08 | -0.06 | 0.00 | 0.98 | FALSE |
47 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | SNX22 | 0.04 | 0.03 | blup | 26 | 0.03 | 2.0e-04 | 5.44 | -6.2 | 4.5e-10 | -0.07 | 0.00 | 0.95 | TRUE |
48 | The Cancer Genome Atlas | Ovarian Serous Cystadenocarcinoma | APH1B | 0.06 | 0.02 | blup | 45 | 0.03 | 4.6e-03 | 4.04 | -5.1 | 2.7e-07 | 0.03 | 0.00 | 0.11 | TRUE |
49 | The Cancer Genome Atlas | Ovarian Serous Cystadenocarcinoma | C15orf44 | 0.07 | 0.02 | blup | 34 | 0.03 | 7.4e-03 | 0.95 | 6.1 | 1.3e-09 | 0.13 | 0.03 | 0.62 | TRUE |
50 | The Cancer Genome Atlas | Ovarian Serous Cystadenocarcinoma | DENND4A | 0.04 | 0.02 | blup | 67 | 0.02 | 1.3e-02 | 13.90 | -9.7 | 4.6e-22 | -0.89 | 0.02 | 0.69 | FALSE |
51 | The Cancer Genome Atlas | Pheochromocytoma and Paraganglioma | DPP8 | 0.08 | 0.04 | blup | 53 | 0.06 | 2.2e-03 | 11.37 | -12.6 | 1.9e-36 | -0.75 | 0.06 | 0.42 | TRUE |
52 | The Cancer Genome Atlas | Prostate Adenocarcinoma | DPP8 | 0.08 | 0.08 | lasso | 4 | 0.07 | 1.6e-07 | 13.85 | -14.0 | 9.9e-45 | -0.96 | 0.00 | 1.00 | FALSE |
53 | The Cancer Genome Atlas | Rectum Adenocarcinoma | DENND4A | 0.17 | 0.08 | blup | 68 | 0.07 | 1.0e-02 | 13.90 | -12.8 | 1.7e-37 | -0.88 | 0.03 | 0.63 | FALSE |
54 | The Cancer Genome Atlas | Soft Tissue Sarcoma | DENND4A | 0.13 | 0.01 | blup | 69 | 0.03 | 9.5e-03 | 12.56 | 7.9 | 2.9e-15 | 0.29 | 0.02 | 0.04 | FALSE |
55 | The Cancer Genome Atlas | Soft Tissue Sarcoma | DPP8 | 0.16 | 0.01 | blup | 53 | 0.03 | 9.7e-03 | 0.30 | -8.5 | 2.6e-17 | -0.74 | 0.01 | 0.29 | FALSE |
56 | The Cancer Genome Atlas | Testicular Germ Cell Tumors | DENND4A | 0.09 | 0.05 | lasso | 4 | 0.03 | 3.3e-02 | 9.36 | -9.5 | 2.0e-21 | -0.83 | 0.04 | 0.32 | FALSE |
57 | The Cancer Genome Atlas | Thyroid Carcinoma | DPP8 | 0.05 | 0.02 | lasso | 5 | 0.04 | 5.9e-05 | 13.85 | -14.6 | 1.5e-48 | -0.91 | 0.00 | 0.99 | FALSE |
58 | The Cancer Genome Atlas | Thyroid Carcinoma | SLC24A1 | 0.04 | 0.03 | lasso | 1 | 0.03 | 4.7e-04 | 9.97 | -10.0 | 2.0e-23 | -0.43 | 0.09 | 0.10 | FALSE |