Best TWAS P=7.79e-22 · Best GWAS P=2.36e-135 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 | -9.2 | -7.0 | 2.2e-12 | 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 | 5.8 | -6.1 | 1.1e-09 | 0.06 | 1.00 | 0.00 | TRUE |
3 | GTEx | Adipose Visceral Omentum | LEMD3 | 0.14 | 0.05 | lasso | 8 | 0.05 | 1.1e-03 | -7.4 | -8.9 | 5.5e-19 | 0.12 | 0.36 | 0.24 | FALSE |
4 | GTEx | Artery Aorta | GNS | 0.23 | 0.28 | lasso | 4 | 0.27 | 2.0e-15 | 6.3 | 6.3 | 3.7e-10 | -0.04 | 1.00 | 0.00 | FALSE |
5 | GTEx | Artery Aorta | TMBIM4 | 0.21 | 0.12 | lasso | 4 | 0.10 | 2.9e-06 | 6.2 | 6.4 | 1.3e-10 | -0.06 | 0.99 | 0.00 | FALSE |
6 | GTEx | Artery Tibial | GNS | 0.24 | 0.24 | lasso | 7 | 0.25 | 5.9e-20 | 6.3 | 6.3 | 2.5e-10 | -0.03 | 1.00 | 0.00 | FALSE |
7 | GTEx | Brain Hippocampus | TMBIM4 | 0.32 | 0.22 | lasso | 2 | 0.29 | 1.7e-07 | 6.0 | 5.5 | 2.9e-08 | -0.07 | 0.80 | 0.01 | FALSE |
8 | GTEx | Brain Nucleus accumbens basal ganglia | TMBIM4 | 0.27 | 0.23 | enet | 16 | 0.11 | 8.3e-04 | 5.8 | 6.8 | 1.2e-11 | -0.05 | 0.55 | 0.03 | FALSE |
9 | GTEx | Cells Transformed fibroblasts | LEMD3 | 0.09 | 0.10 | lasso | 3 | 0.09 | 4.4e-07 | -8.3 | -8.3 | 1.1e-16 | 0.11 | 0.97 | 0.00 | FALSE |
10 | GTEx | Colon Transverse | LEMD3 | 0.10 | 0.02 | lasso | 7 | 0.04 | 3.6e-03 | -1.4 | -6.4 | 1.6e-10 | 0.12 | 0.08 | 0.56 | FALSE |
11 | GTEx | Esophagus Mucosa | GNS | 0.13 | 0.00 | enet | 23 | 0.02 | 1.3e-02 | 6.3 | 6.9 | 5.1e-12 | -0.03 | 0.15 | 0.12 | FALSE |
12 | GTEx | Esophagus Muscularis | GNS | 0.23 | 0.22 | lasso | 1 | 0.21 | 5.5e-13 | 6.3 | 6.3 | 2.4e-10 | -0.04 | 1.00 | 0.00 | FALSE |
13 | GTEx | Esophagus Muscularis | LEMD3 | 0.09 | 0.09 | enet | 7 | 0.09 | 4.3e-06 | -9.2 | -8.8 | 1.8e-18 | 0.12 | 0.98 | 0.01 | FALSE |
14 | GTEx | Heart Atrial Appendage | LEMD3 | 0.12 | 0.03 | enet | 12 | 0.06 | 7.5e-04 | -7.4 | -9.6 | 7.8e-22 | 0.12 | 0.02 | 0.94 | TRUE |
15 | GTEx | Heart Atrial Appendage | RBMS1P1 | 0.17 | 0.03 | lasso | 11 | 0.04 | 7.3e-03 | 12.5 | -8.4 | 4.5e-17 | -0.41 | 0.07 | 0.39 | TRUE |
16 | GTEx | Nerve Tibial | GNS | 0.14 | 0.16 | lasso | 2 | 0.14 | 2.6e-10 | 6.3 | 6.3 | 2.7e-10 | -0.04 | 1.00 | 0.00 | FALSE |
17 | GTEx | Nerve Tibial | TMBIM4 | 0.20 | 0.16 | lasso | 6 | 0.19 | 2.1e-13 | 5.8 | 6.0 | 2.6e-09 | -0.06 | 1.00 | 0.00 | FALSE |
18 | GTEx | Nerve Tibial | LEMD3 | 0.12 | 0.14 | enet | 13 | 0.16 | 2.0e-11 | -8.3 | -9.4 | 4.8e-21 | 0.12 | 1.00 | 0.00 | FALSE |
19 | GTEx | Pituitary | TMBIM4 | 0.42 | 0.27 | lasso | 6 | 0.26 | 4.2e-07 | 6.3 | 6.3 | 2.2e-10 | -0.06 | 0.89 | 0.01 | FALSE |
20 | GTEx | Skin Sun Exposed Lower leg | TMBIM4 | 0.16 | 0.13 | lasso | 5 | 0.13 | 9.8e-11 | 6.3 | 6.7 | 2.3e-11 | -0.06 | 1.00 | 0.00 | TRUE |
21 | GTEx | Spleen | TMBIM4 | 0.36 | 0.26 | lasso | 6 | 0.22 | 3.2e-06 | 5.8 | 6.7 | 2.4e-11 | -0.06 | 0.72 | 0.02 | FALSE |
22 | GTEx | Testis | LLPH | 0.19 | 0.21 | lasso | 1 | 0.20 | 4.3e-09 | 6.0 | 6.0 | 2.1e-09 | -0.07 | 0.98 | 0.00 | FALSE |
23 | GTEx | Testis | TMBIM4 | 0.54 | 0.46 | lasso | 10 | 0.48 | 5.6e-24 | 5.8 | 6.4 | 1.9e-10 | -0.03 | 1.00 | 0.00 | FALSE |
24 | GTEx | Testis | LEMD3 | 0.15 | 0.15 | lasso | 7 | 0.16 | 1.9e-07 | -6.9 | -7.3 | 2.5e-13 | 0.14 | 0.23 | 0.69 | FALSE |
25 | METSIM | Adipose | GNS | 0.10 | 0.13 | lasso | 2 | 0.13 | 7.7e-19 | 5.7 | -5.7 | 1.5e-08 | 0.01 | 1.00 | 0.00 | FALSE |
26 | METSIM | Adipose | TMBIM4 | 0.09 | 0.11 | lasso | 4 | 0.10 | 4.3e-14 | 5.8 | -5.5 | 3.0e-08 | 0.03 | 1.00 | 0.00 | FALSE |
27 | NTR | Blood | GNS | 0.04 | 0.05 | lasso | 5 | 0.05 | 1.4e-14 | 6.2 | -5.7 | 1.2e-08 | 0.00 | 1.00 | 0.00 | FALSE |
28 | NTR | Blood | TBC1D30 | 0.01 | 0.00 | bslmm | 327 | 0.00 | 1.6e-02 | -1.1 | -7.9 | 3.5e-15 | 0.11 | 0.07 | 0.03 | FALSE |
29 | NTR | Blood | TMBIM4 | 0.11 | 0.14 | lasso | 8 | 0.13 | 1.2e-40 | 5.8 | -5.9 | 4.7e-09 | 0.03 | 1.00 | 0.00 | FALSE |
30 | The Cancer Genome Atlas | Breast Invasive Carcinoma | LLPH | 0.05 | 0.09 | enet | 12 | 0.09 | 1.2e-18 | 5.8 | 5.2 | 1.5e-07 | -0.04 | 0.87 | 0.13 | FALSE |
31 | The Cancer Genome Atlas | Breast Invasive Carcinoma | TMBIM4 | 0.10 | 0.12 | enet | 12 | 0.13 | 5.6e-26 | 5.9 | -5.2 | 2.4e-07 | 0.02 | 0.88 | 0.12 | FALSE |
32 | The Cancer Genome Atlas | Colon Adenocarcinoma | LLPH | 0.14 | 0.12 | lasso | 1 | 0.10 | 1.6e-06 | 5.8 | 5.8 | 5.6e-09 | -0.03 | 0.81 | 0.17 | FALSE |
33 | The Cancer Genome Atlas | Colon Adenocarcinoma | TMBIM4 | 0.12 | 0.12 | lasso | 1 | 0.11 | 4.4e-07 | 5.8 | -5.8 | 5.2e-09 | 0.03 | 0.84 | 0.13 | FALSE |
34 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | LEMD3 | 0.02 | 0.02 | blup | 36 | 0.02 | 5.9e-03 | -9.5 | -9.2 | 3.3e-20 | 0.13 | 0.01 | 0.78 | FALSE |
35 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | LLPH | 0.04 | 0.01 | blup | 74 | 0.01 | 8.3e-03 | 5.8 | 6.5 | 9.7e-11 | -0.07 | 0.08 | 0.42 | FALSE |
36 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | GNS | 0.02 | 0.01 | blup | 38 | 0.02 | 1.7e-03 | 4.9 | -5.7 | 1.1e-08 | 0.04 | 0.02 | 0.67 | FALSE |
37 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | LLPH | 0.12 | 0.18 | lasso | 8 | 0.19 | 1.3e-20 | 5.8 | 5.9 | 3.1e-09 | -0.04 | 0.89 | 0.11 | FALSE |
38 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | TMBIM4 | 0.21 | 0.28 | enet | 22 | 0.28 | 1.3e-31 | 5.8 | -6.9 | 6.3e-12 | 0.04 | 0.90 | 0.10 | FALSE |
39 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | GNS | 0.05 | 0.03 | blup | 38 | 0.04 | 3.6e-03 | 6.7 | -6.9 | 6.3e-12 | 0.02 | 0.01 | 0.88 | TRUE |
40 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | TMBIM4 | 0.38 | 0.24 | lasso | 4 | 0.23 | 2.6e-13 | 5.8 | -6.1 | 1.1e-09 | 0.03 | 0.88 | 0.12 | FALSE |
41 | The Cancer Genome Atlas | Brain Lower Grade Glioma | LEMD3 | 0.06 | 0.01 | blup | 36 | 0.02 | 6.8e-04 | -8.3 | -5.8 | 6.7e-09 | 0.03 | 0.02 | 0.14 | FALSE |
42 | The Cancer Genome Atlas | Brain Lower Grade Glioma | LLPH | 0.16 | 0.20 | lasso | 7 | 0.20 | 1.8e-22 | 5.8 | 6.7 | 2.5e-11 | -0.05 | 0.65 | 0.35 | FALSE |
43 | The Cancer Genome Atlas | Liver Hepatocellular Carcinoma | LLPH | 0.14 | 0.11 | lasso | 3 | 0.11 | 8.5e-06 | 5.9 | 6.2 | 7.7e-10 | -0.04 | 0.63 | 0.29 | FALSE |
44 | The Cancer Genome Atlas | Lung Adenocarcinoma | LLPH | 0.09 | 0.13 | lasso | 7 | 0.13 | 3.4e-15 | 5.8 | 5.5 | 2.8e-08 | -0.04 | 0.81 | 0.19 | FALSE |
45 | The Cancer Genome Atlas | Lung Adenocarcinoma | TMBIM4 | 0.11 | 0.16 | lasso | 2 | 0.15 | 1.7e-17 | 5.8 | -5.9 | 4.6e-09 | 0.03 | 0.89 | 0.11 | FALSE |
46 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | LLPH | 0.04 | 0.03 | blup | 71 | 0.02 | 2.8e-03 | 3.8 | 6.2 | 4.0e-10 | -0.06 | 0.33 | 0.34 | FALSE |
47 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | TMBIM4 | 0.15 | 0.15 | lasso | 4 | 0.14 | 3.9e-16 | 5.8 | -5.7 | 1.3e-08 | 0.02 | 0.89 | 0.11 | FALSE |
48 | The Cancer Genome Atlas | Ovarian Serous Cystadenocarcinoma | LLPH | 0.05 | 0.05 | lasso | 8 | 0.03 | 2.4e-03 | 5.8 | 6.0 | 1.8e-09 | -0.03 | 0.18 | 0.15 | FALSE |
49 | The Cancer Genome Atlas | Ovarian Serous Cystadenocarcinoma | TMBIM4 | 0.15 | 0.13 | enet | 15 | 0.15 | 2.9e-10 | 6.1 | -6.1 | 1.2e-09 | 0.06 | 0.64 | 0.36 | FALSE |
50 | The Cancer Genome Atlas | Pancreatic Adenocarcinoma | LLPH | 0.19 | 0.11 | blup | 74 | 0.12 | 9.2e-06 | 6.2 | 6.4 | 1.3e-10 | -0.04 | 0.42 | 0.48 | TRUE |
51 | The Cancer Genome Atlas | Pancreatic Adenocarcinoma | TMBIM4 | 0.17 | 0.11 | lasso | 5 | 0.08 | 2.5e-04 | 5.8 | -5.8 | 8.9e-09 | 0.03 | 0.47 | 0.31 | FALSE |
52 | The Cancer Genome Atlas | Pheochromocytoma and Paraganglioma | LLPH | 0.25 | 0.24 | enet | 9 | 0.25 | 2.3e-10 | 6.3 | 7.1 | 1.4e-12 | -0.05 | 0.40 | 0.60 | FALSE |
53 | The Cancer Genome Atlas | Prostate Adenocarcinoma | LLPH | 0.24 | 0.26 | lasso | 4 | 0.26 | 2.0e-27 | 5.8 | 6.1 | 8.9e-10 | -0.04 | 0.89 | 0.11 | FALSE |
54 | The Cancer Genome Atlas | Prostate Adenocarcinoma | TMBIM4 | 0.25 | 0.29 | lasso | 2 | 0.29 | 4.8e-31 | 5.8 | -6.0 | 1.5e-09 | 0.03 | 0.89 | 0.11 | FALSE |
55 | The Cancer Genome Atlas | Soft Tissue Sarcoma | TMBIM4 | 0.16 | 0.14 | lasso | 3 | 0.12 | 1.9e-07 | 5.8 | -5.3 | 1.2e-07 | 0.03 | 0.86 | 0.13 | TRUE |
56 | The Cancer Genome Atlas | Stomach Adenocarcinoma | TMBIM4 | 0.08 | 0.09 | blup | 63 | 0.10 | 1.2e-07 | 5.4 | -5.5 | 4.3e-08 | 0.02 | 0.89 | 0.11 | FALSE |
57 | The Cancer Genome Atlas | Testicular Germ Cell Tumors | LLPH | 0.39 | 0.32 | lasso | 8 | 0.31 | 1.3e-11 | 6.2 | 6.3 | 3.3e-10 | -0.06 | 0.51 | 0.49 | FALSE |
58 | The Cancer Genome Atlas | Testicular Germ Cell Tumors | TMBIM4 | 0.09 | 0.05 | lasso | 2 | 0.06 | 4.6e-03 | 5.4 | -7.0 | 3.4e-12 | 0.06 | 0.02 | 0.51 | FALSE |
59 | The Cancer Genome Atlas | Thyroid Carcinoma | LLPH | 0.35 | 0.45 | lasso | 4 | 0.46 | 1.1e-49 | 5.8 | 6.1 | 1.0e-09 | -0.04 | 0.89 | 0.11 | FALSE |
60 | The Cancer Genome Atlas | Thyroid Carcinoma | TMBIM4 | 0.26 | 0.34 | lasso | 5 | 0.33 | 8.2e-33 | 5.8 | -6.0 | 1.8e-09 | 0.04 | 0.88 | 0.12 | FALSE |
61 | The Cancer Genome Atlas | Uterine Corpus Endometrial Carcinoma | LLPH | 0.12 | 0.12 | enet | 13 | 0.09 | 1.7e-03 | 5.8 | 6.5 | 6.1e-11 | -0.05 | 0.10 | 0.32 | FALSE |