Best TWAS P=5.27e-58 · Best GWAS P=2.94e-296 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 | LEMD3 | 0.04 | 0.01 | enet | 13 | 0.03 | 7.3e-05 | -10.0 | -8.1 | 6.3e-16 | 0.14 | 0.29 | 0.25 | FALSE |
2 | CommonMind | Brain Pre-frontal Cortex | TMBIM4 | 0.26 | 0.23 | lasso | 11 | 0.25 | 2.0e-30 | 8.8 | -8.4 | 4.0e-17 | 0.06 | 1.00 | 0.00 | FALSE |
3 | GTEx | Adipose Subcutaneous | SRGAP1 | 0.25 | 0.18 | enet | 17 | 0.19 | 3.3e-15 | 4.5 | 5.5 | 4.4e-08 | 0.03 | 0.82 | 0.17 | TRUE |
4 | GTEx | Adipose Visceral Omentum | LEMD3 | 0.14 | 0.05 | lasso | 8 | 0.05 | 1.1e-03 | -8.7 | -10.0 | 1.5e-23 | 0.12 | 0.37 | 0.24 | FALSE |
5 | GTEx | Artery Aorta | GNS | 0.23 | 0.28 | lasso | 4 | 0.27 | 2.0e-15 | 7.9 | 7.9 | 3.0e-15 | -0.04 | 1.00 | 0.00 | FALSE |
6 | GTEx | Artery Aorta | TMBIM4 | 0.21 | 0.12 | lasso | 4 | 0.10 | 2.9e-06 | 8.0 | 8.7 | 2.3e-18 | -0.06 | 0.99 | 0.00 | FALSE |
7 | GTEx | Artery Tibial | GNS | 0.24 | 0.24 | lasso | 7 | 0.25 | 5.9e-20 | 7.9 | 8.0 | 1.3e-15 | -0.03 | 1.00 | 0.00 | FALSE |
8 | GTEx | Brain Hippocampus | TMBIM4 | 0.32 | 0.22 | lasso | 2 | 0.29 | 1.7e-07 | 7.7 | 7.6 | 2.8e-14 | -0.07 | 0.80 | 0.01 | FALSE |
9 | GTEx | Brain Nucleus accumbens basal ganglia | TMBIM4 | 0.27 | 0.23 | enet | 16 | 0.11 | 8.3e-04 | 8.7 | 9.5 | 2.0e-21 | -0.05 | 0.55 | 0.03 | FALSE |
10 | GTEx | Brain Putamen basal ganglia | TMBIM4 | 0.42 | 0.21 | lasso | 7 | 0.17 | 8.8e-05 | 8.7 | 5.6 | 2.0e-08 | -0.10 | 0.14 | 0.18 | FALSE |
11 | GTEx | Cells Transformed fibroblasts | LEMD3 | 0.09 | 0.10 | lasso | 3 | 0.09 | 4.4e-07 | -9.2 | -9.2 | 3.7e-20 | 0.11 | 0.97 | 0.00 | FALSE |
12 | GTEx | Cells Transformed fibroblasts | XPOT | 0.08 | 0.01 | enet | 9 | 0.02 | 1.0e-02 | -2.3 | 5.6 | 1.8e-08 | -0.01 | 0.07 | 0.34 | FALSE |
13 | GTEx | Colon Sigmoid | TMBIM4 | 0.22 | 0.14 | enet | 18 | 0.11 | 8.1e-05 | 5.9 | 5.8 | 5.2e-09 | -0.08 | 0.62 | 0.02 | FALSE |
14 | GTEx | Colon Transverse | LEMD3 | 0.10 | 0.02 | lasso | 7 | 0.04 | 3.6e-03 | -2.1 | -7.6 | 2.8e-14 | 0.12 | 0.08 | 0.56 | FALSE |
15 | GTEx | Esophagus Mucosa | GNS | 0.13 | 0.00 | enet | 23 | 0.02 | 1.3e-02 | 7.9 | 8.5 | 1.3e-17 | -0.03 | 0.15 | 0.13 | FALSE |
16 | GTEx | Esophagus Muscularis | HELB | 0.15 | 0.12 | lasso | 7 | 0.11 | 4.1e-07 | 1.0 | -5.6 | 1.8e-08 | -0.10 | 0.98 | 0.01 | TRUE |
17 | GTEx | Esophagus Muscularis | GNS | 0.23 | 0.22 | lasso | 1 | 0.21 | 5.5e-13 | 7.9 | 7.9 | 2.2e-15 | -0.04 | 1.00 | 0.00 | FALSE |
18 | GTEx | Esophagus Muscularis | LEMD3 | 0.09 | 0.09 | enet | 7 | 0.09 | 4.3e-06 | -10.0 | -9.6 | 7.9e-22 | 0.12 | 0.98 | 0.01 | FALSE |
19 | GTEx | Heart Atrial Appendage | LEMD3 | 0.12 | 0.03 | enet | 12 | 0.06 | 7.5e-04 | -8.7 | -11.2 | 3.5e-29 | 0.12 | 0.02 | 0.94 | TRUE |
20 | GTEx | Heart Atrial Appendage | RBMS1P1 | 0.17 | 0.03 | lasso | 11 | 0.04 | 7.3e-03 | 20.6 | -16.1 | 5.3e-58 | -0.41 | 0.07 | 0.39 | TRUE |
21 | GTEx | Nerve Tibial | GNS | 0.14 | 0.16 | lasso | 2 | 0.14 | 2.6e-10 | 7.9 | 7.9 | 2.6e-15 | -0.04 | 1.00 | 0.00 | FALSE |
22 | GTEx | Nerve Tibial | TMBIM4 | 0.20 | 0.16 | lasso | 6 | 0.19 | 2.1e-13 | 8.7 | 8.4 | 4.6e-17 | -0.06 | 1.00 | 0.00 | FALSE |
23 | GTEx | Nerve Tibial | LEMD3 | 0.12 | 0.14 | enet | 13 | 0.16 | 2.0e-11 | -9.2 | -10.4 | 3.3e-25 | 0.12 | 1.00 | 0.00 | FALSE |
24 | GTEx | Nerve Tibial | SRGAP1 | 0.25 | 0.22 | lasso | 5 | 0.28 | 7.9e-20 | 4.5 | 5.5 | 4.8e-08 | 0.06 | 0.76 | 0.24 | FALSE |
25 | GTEx | Pituitary | TMBIM4 | 0.42 | 0.27 | lasso | 6 | 0.26 | 4.2e-07 | 7.9 | 8.0 | 1.3e-15 | -0.06 | 0.89 | 0.01 | FALSE |
26 | GTEx | Skin Sun Exposed Lower leg | TMBIM4 | 0.16 | 0.13 | lasso | 5 | 0.13 | 9.8e-11 | 7.9 | 8.5 | 1.8e-17 | -0.06 | 1.00 | 0.00 | TRUE |
27 | GTEx | Spleen | TMBIM4 | 0.36 | 0.26 | lasso | 6 | 0.22 | 3.2e-06 | 8.8 | 9.6 | 7.5e-22 | -0.06 | 0.72 | 0.02 | FALSE |
28 | GTEx | Testis | LLPH | 0.19 | 0.21 | lasso | 1 | 0.20 | 4.3e-09 | 7.7 | 7.7 | 9.3e-15 | -0.07 | 0.98 | 0.00 | FALSE |
29 | GTEx | Testis | TMBIM4 | 0.54 | 0.46 | lasso | 10 | 0.48 | 5.6e-24 | 8.7 | 9.1 | 9.8e-20 | -0.03 | 1.00 | 0.00 | FALSE |
30 | GTEx | Testis | LEMD3 | 0.15 | 0.15 | lasso | 7 | 0.16 | 1.9e-07 | -7.6 | -8.0 | 1.3e-15 | 0.14 | 0.23 | 0.69 | FALSE |
31 | GTEx | Testis | SRGAP1 | 0.25 | 0.12 | lasso | 2 | 0.13 | 3.1e-06 | 4.4 | 5.2 | 2.1e-07 | 0.07 | 0.59 | 0.26 | FALSE |
32 | METSIM | Adipose | GNS | 0.10 | 0.13 | lasso | 2 | 0.13 | 7.7e-19 | 7.9 | -7.7 | 1.1e-14 | 0.01 | 1.00 | 0.00 | FALSE |
33 | METSIM | Adipose | TMBIM4 | 0.09 | 0.11 | lasso | 4 | 0.10 | 4.3e-14 | 8.7 | -8.4 | 4.8e-17 | 0.03 | 1.00 | 0.00 | FALSE |
34 | NTR | Blood | GNS | 0.04 | 0.05 | lasso | 5 | 0.05 | 1.4e-14 | 8.0 | -7.5 | 5.5e-14 | 0.00 | 1.00 | 0.00 | FALSE |
35 | NTR | Blood | TBC1D30 | 0.01 | 0.00 | bslmm | 327 | 0.00 | 1.6e-02 | -1.7 | -9.7 | 4.6e-22 | 0.11 | 0.07 | 0.03 | FALSE |
36 | NTR | Blood | TMBIM4 | 0.11 | 0.14 | lasso | 8 | 0.13 | 1.2e-40 | 8.7 | -8.8 | 1.7e-18 | 0.03 | 1.00 | 0.00 | FALSE |
37 | The Cancer Genome Atlas | Bladder Urothelial Carcinoma | TMBIM4 | 0.05 | 0.04 | blup | 68 | 0.03 | 7.0e-04 | 8.7 | -6.5 | 1.0e-10 | 0.02 | 0.21 | 0.14 | FALSE |
38 | The Cancer Genome Atlas | Breast Invasive Carcinoma | LLPH | 0.05 | 0.09 | enet | 12 | 0.09 | 1.2e-18 | 8.8 | 7.7 | 9.4e-15 | -0.04 | 0.56 | 0.44 | FALSE |
39 | The Cancer Genome Atlas | Breast Invasive Carcinoma | TMBIM4 | 0.10 | 0.12 | enet | 12 | 0.13 | 5.6e-26 | 8.9 | -8.5 | 1.3e-17 | 0.02 | 0.51 | 0.49 | FALSE |
40 | The Cancer Genome Atlas | Cervical Squamous Cell Carcinoma | TMBIM4 | 0.17 | 0.15 | blup | 68 | 0.15 | 1.2e-07 | 8.7 | -6.9 | 4.4e-12 | 0.02 | 0.61 | 0.38 | TRUE |
41 | The Cancer Genome Atlas | Colon Adenocarcinoma | LLPH | 0.14 | 0.12 | lasso | 1 | 0.10 | 1.6e-06 | 8.8 | 8.8 | 1.5e-18 | -0.03 | 0.57 | 0.42 | FALSE |
42 | The Cancer Genome Atlas | Colon Adenocarcinoma | TMBIM4 | 0.12 | 0.12 | lasso | 1 | 0.11 | 4.4e-07 | 8.7 | -8.7 | 3.6e-18 | 0.03 | 0.58 | 0.40 | FALSE |
43 | The Cancer Genome Atlas | Esophageal Carcinoma | TMBIM4 | 0.18 | 0.13 | enet | 15 | 0.14 | 2.4e-05 | 8.9 | -6.8 | 1.0e-11 | -0.01 | 0.22 | 0.22 | FALSE |
44 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | IRAK3 | 0.04 | 0.01 | blup | 86 | 0.01 | 1.5e-02 | 7.3 | 5.2 | 2.0e-07 | -0.06 | 0.02 | 0.12 | FALSE |
45 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | LEMD3 | 0.02 | 0.02 | blup | 36 | 0.02 | 5.9e-03 | -10.3 | -10.2 | 2.3e-24 | 0.13 | 0.01 | 0.78 | FALSE |
46 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | LLPH | 0.04 | 0.01 | blup | 74 | 0.01 | 8.3e-03 | 7.3 | 8.7 | 5.1e-18 | -0.07 | 0.08 | 0.46 | FALSE |
47 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | TMBIM4 | 0.18 | 0.23 | enet | 27 | 0.23 | 7.8e-26 | 8.7 | -7.6 | 2.6e-14 | 0.00 | 0.58 | 0.42 | FALSE |
48 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | GNS | 0.02 | 0.01 | blup | 38 | 0.02 | 1.7e-03 | 6.7 | -7.4 | 1.6e-13 | 0.04 | 0.03 | 0.66 | FALSE |
49 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | LLPH | 0.12 | 0.18 | lasso | 8 | 0.19 | 1.3e-20 | 8.7 | 8.7 | 2.8e-18 | -0.04 | 0.60 | 0.40 | FALSE |
50 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | TMBIM4 | 0.21 | 0.28 | enet | 22 | 0.28 | 1.3e-31 | 8.7 | -10.0 | 1.0e-23 | 0.04 | 0.63 | 0.37 | FALSE |
51 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | GNS | 0.05 | 0.03 | blup | 38 | 0.04 | 3.6e-03 | 8.6 | -8.5 | 2.3e-17 | 0.02 | 0.01 | 0.88 | TRUE |
52 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | LLPH | 0.17 | 0.16 | enet | 10 | 0.21 | 2.7e-12 | 8.7 | 6.9 | 6.8e-12 | -0.03 | 0.58 | 0.42 | FALSE |
53 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | TMBIM4 | 0.38 | 0.24 | lasso | 4 | 0.23 | 2.6e-13 | 8.7 | -8.9 | 3.7e-19 | 0.03 | 0.63 | 0.37 | FALSE |
54 | The Cancer Genome Atlas | Brain Lower Grade Glioma | LEMD3 | 0.06 | 0.01 | blup | 36 | 0.02 | 6.8e-04 | -9.2 | -6.2 | 5.3e-10 | 0.03 | 0.02 | 0.14 | FALSE |
55 | The Cancer Genome Atlas | Brain Lower Grade Glioma | LLPH | 0.16 | 0.20 | lasso | 7 | 0.20 | 1.8e-22 | 8.7 | 9.2 | 3.0e-20 | -0.05 | 0.64 | 0.36 | FALSE |
56 | The Cancer Genome Atlas | Liver Hepatocellular Carcinoma | LLPH | 0.14 | 0.11 | lasso | 3 | 0.11 | 8.5e-06 | 8.9 | 8.9 | 6.0e-19 | -0.04 | 0.60 | 0.33 | FALSE |
57 | The Cancer Genome Atlas | Liver Hepatocellular Carcinoma | TMBIM4 | 0.12 | 0.09 | blup | 68 | 0.11 | 1.0e-05 | 8.8 | -7.3 | 3.8e-13 | -0.01 | 0.49 | 0.42 | FALSE |
58 | The Cancer Genome Atlas | Lung Adenocarcinoma | LLPH | 0.09 | 0.13 | lasso | 7 | 0.13 | 3.4e-15 | 8.7 | 8.0 | 9.7e-16 | -0.04 | 0.62 | 0.38 | TRUE |
59 | The Cancer Genome Atlas | Lung Adenocarcinoma | TMBIM4 | 0.11 | 0.16 | lasso | 2 | 0.15 | 1.7e-17 | 8.7 | -8.7 | 2.5e-18 | 0.03 | 0.60 | 0.40 | FALSE |
60 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | LLPH | 0.04 | 0.03 | blup | 71 | 0.02 | 2.8e-03 | 5.5 | 9.0 | 3.1e-19 | -0.06 | 0.33 | 0.34 | FALSE |
61 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | TMBIM4 | 0.15 | 0.15 | lasso | 4 | 0.14 | 3.9e-16 | 8.7 | -8.9 | 3.9e-19 | 0.02 | 0.62 | 0.38 | FALSE |
62 | The Cancer Genome Atlas | Ovarian Serous Cystadenocarcinoma | LLPH | 0.05 | 0.05 | lasso | 8 | 0.03 | 2.4e-03 | 8.7 | 8.8 | 1.7e-18 | -0.03 | 0.18 | 0.17 | FALSE |
63 | The Cancer Genome Atlas | Ovarian Serous Cystadenocarcinoma | TMBIM4 | 0.15 | 0.13 | enet | 15 | 0.15 | 2.9e-10 | 7.9 | -8.5 | 1.5e-17 | 0.06 | 0.75 | 0.25 | FALSE |
64 | The Cancer Genome Atlas | Pancreatic Adenocarcinoma | LLPH | 0.19 | 0.11 | blup | 74 | 0.12 | 9.2e-06 | 8.0 | 9.8 | 1.5e-22 | -0.04 | 0.49 | 0.40 | FALSE |
65 | The Cancer Genome Atlas | Pancreatic Adenocarcinoma | TMBIM4 | 0.17 | 0.11 | lasso | 5 | 0.08 | 2.5e-04 | 8.7 | -8.6 | 6.2e-18 | 0.03 | 0.41 | 0.41 | FALSE |
66 | The Cancer Genome Atlas | Pheochromocytoma and Paraganglioma | LLPH | 0.25 | 0.24 | enet | 9 | 0.25 | 2.3e-10 | 7.9 | 9.7 | 2.8e-22 | -0.05 | 0.57 | 0.43 | TRUE |
67 | The Cancer Genome Atlas | Pheochromocytoma and Paraganglioma | TMBIM4 | 0.10 | 0.08 | blup | 65 | 0.08 | 3.1e-04 | 7.9 | -7.3 | 3.3e-13 | 0.04 | 0.22 | 0.14 | FALSE |
68 | The Cancer Genome Atlas | Prostate Adenocarcinoma | LLPH | 0.24 | 0.26 | lasso | 4 | 0.26 | 2.0e-27 | 8.7 | 8.9 | 5.5e-19 | -0.04 | 0.62 | 0.38 | FALSE |
69 | The Cancer Genome Atlas | Prostate Adenocarcinoma | TMBIM4 | 0.25 | 0.29 | lasso | 2 | 0.29 | 4.8e-31 | 8.7 | -8.9 | 6.0e-19 | 0.03 | 0.62 | 0.38 | FALSE |
70 | The Cancer Genome Atlas | Rectum Adenocarcinoma | LLPH | 0.15 | 0.10 | lasso | 3 | 0.08 | 5.1e-03 | 5.5 | 5.4 | 8.1e-08 | -0.06 | 0.04 | 0.08 | FALSE |
71 | The Cancer Genome Atlas | Rectum Adenocarcinoma | TMBIM4 | 0.21 | 0.08 | enet | 28 | 0.08 | 7.6e-03 | 7.9 | -8.0 | 1.3e-15 | 0.02 | 0.02 | 0.07 | FALSE |
72 | The Cancer Genome Atlas | Soft Tissue Sarcoma | TMBIM4 | 0.16 | 0.14 | lasso | 3 | 0.12 | 1.9e-07 | 8.8 | -8.1 | 6.1e-16 | 0.03 | 0.55 | 0.44 | FALSE |
73 | The Cancer Genome Atlas | Skin Cutaneous Melanoma | TMBIM4 | 0.22 | 0.08 | blup | 67 | 0.12 | 4.8e-04 | 8.9 | -7.5 | 6.7e-14 | 0.00 | 0.03 | 0.23 | FALSE |
74 | The Cancer Genome Atlas | Stomach Adenocarcinoma | TMBIM4 | 0.08 | 0.09 | blup | 63 | 0.10 | 1.2e-07 | 7.9 | -9.3 | 1.2e-20 | 0.02 | 0.61 | 0.39 | FALSE |
75 | The Cancer Genome Atlas | Testicular Germ Cell Tumors | LLPH | 0.39 | 0.32 | lasso | 8 | 0.31 | 1.3e-11 | 8.0 | 8.5 | 2.1e-17 | -0.06 | 0.80 | 0.20 | TRUE |
76 | The Cancer Genome Atlas | Testicular Germ Cell Tumors | TMBIM4 | 0.09 | 0.05 | lasso | 2 | 0.06 | 4.6e-03 | 8.3 | -10.2 | 2.4e-24 | 0.06 | 0.02 | 0.51 | FALSE |
77 | The Cancer Genome Atlas | Thyroid Carcinoma | LLPH | 0.35 | 0.45 | lasso | 4 | 0.46 | 1.1e-49 | 8.7 | 8.9 | 8.2e-19 | -0.04 | 0.58 | 0.42 | FALSE |
78 | The Cancer Genome Atlas | Thyroid Carcinoma | TMBIM4 | 0.26 | 0.34 | lasso | 5 | 0.33 | 8.2e-33 | 8.7 | -8.9 | 7.2e-19 | 0.04 | 0.67 | 0.33 | FALSE |
79 | The Cancer Genome Atlas | Uterine Corpus Endometrial Carcinoma | LLPH | 0.12 | 0.12 | enet | 13 | 0.09 | 1.7e-03 | 8.8 | 9.3 | 9.6e-21 | -0.05 | 0.10 | 0.32 | FALSE |