Best TWAS P=9.09e-30 · Best GWAS P=1.02e-26 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 | HAPLN4 | 0.07 | 0.10 | lasso | 6 | 0.10 | 5.3e-12 | 7.87 | 6.9 | 7.1e-12 | -0.08 | 1.00 | 0.00 | FALSE |
2 | CommonMind | Brain Pre-frontal Cortex | MAU2 | 0.09 | 0.08 | blup | 369 | 0.10 | 1.0e-12 | -1.71 | 7.0 | 3.3e-12 | -0.77 | 0.73 | 0.27 | TRUE |
3 | GTEx | Adipose Subcutaneous | CTD-2521M24.9 | 0.13 | 0.04 | lasso | 3 | 0.03 | 7.7e-04 | -5.25 | 5.5 | 2.8e-08 | 0.01 | 0.63 | 0.01 | FALSE |
4 | GTEx | Artery Aorta | CTD-2521M24.9 | 0.20 | 0.18 | lasso | 2 | 0.17 | 8.3e-10 | -5.25 | 5.3 | 1.1e-07 | 0.00 | 0.99 | 0.00 | FALSE |
5 | GTEx | Artery Tibial | SSBP4 | 0.09 | 0.04 | lasso | 5 | 0.00 | 3.0e-01 | -6.33 | 6.3 | 2.1e-10 | -0.08 | 0.26 | 0.56 | FALSE |
6 | GTEx | Brain Cerebellar Hemisphere | ATP13A1 | 0.19 | 0.15 | lasso | 2 | 0.07 | 7.3e-03 | 6.75 | 6.6 | 4.8e-11 | -0.14 | 0.11 | 0.09 | TRUE |
7 | GTEx | Brain Cerebellum | ATP13A1 | 0.17 | 0.03 | enet | 30 | 0.03 | 5.2e-02 | 1.69 | 6.3 | 3.3e-10 | 0.00 | 0.10 | 0.05 | FALSE |
8 | GTEx | Brain Frontal Cortex BA9 | GTPBP3 | 0.44 | 0.05 | lasso | 9 | 0.09 | 2.3e-03 | 5.08 | 6.4 | 2.0e-10 | -0.06 | 0.05 | 0.10 | FALSE |
9 | GTEx | Brain Hippocampus | DDX49 | 0.23 | -0.01 | lasso | 4 | -0.01 | 6.6e-01 | -10.59 | 10.9 | 1.3e-27 | -0.93 | 0.01 | 0.74 | FALSE |
10 | GTEx | Brain Nucleus accumbens basal ganglia | ELL | 0.17 | 0.00 | lasso | 5 | 0.01 | 2.1e-01 | -6.49 | 6.0 | 1.7e-09 | -0.07 | 0.11 | 0.20 | FALSE |
11 | GTEx | Cells EBV-transformed lymphocytes | CTD-2521M24.6 | 0.41 | 0.08 | lasso | 8 | 0.05 | 1.0e-02 | -5.43 | 6.1 | 1.2e-09 | 0.03 | 0.27 | 0.08 | TRUE |
12 | GTEx | Cells EBV-transformed lymphocytes | CTD-2521M24.9 | 0.49 | 0.24 | lasso | 6 | 0.25 | 1.2e-08 | -4.86 | 5.8 | 8.3e-09 | 0.04 | 0.98 | 0.00 | FALSE |
13 | GTEx | Cells Transformed fibroblasts | ATP13A1 | 0.14 | 0.06 | lasso | 5 | 0.05 | 2.2e-04 | -6.80 | -6.5 | 9.8e-11 | 0.64 | 0.18 | 0.58 | FALSE |
14 | GTEx | Cells Transformed fibroblasts | SSBP4 | 0.09 | 0.07 | lasso | 2 | 0.06 | 5.5e-05 | -6.49 | 6.5 | 7.6e-11 | -0.08 | 0.29 | 0.67 | FALSE |
15 | GTEx | Cells Transformed fibroblasts | MEF2B | 0.08 | 0.08 | enet | 15 | 0.09 | 1.7e-07 | -4.82 | 5.3 | 1.1e-07 | -0.52 | 0.57 | 0.34 | FALSE |
16 | GTEx | Colon Sigmoid | RFXANK | 0.19 | -0.01 | enet | 38 | 0.02 | 9.2e-02 | -6.58 | 5.5 | 4.9e-08 | -0.43 | 0.04 | 0.10 | FALSE |
17 | GTEx | Colon Transverse | YJEFN3 | 0.09 | 0.09 | lasso | 3 | 0.07 | 4.3e-04 | 8.21 | -8.3 | 8.8e-17 | 0.19 | 0.41 | 0.03 | TRUE |
18 | GTEx | Esophagus Mucosa | LPAR2 | 0.08 | 0.03 | lasso | 2 | 0.01 | 1.1e-01 | 6.80 | -6.7 | 2.0e-11 | 0.12 | 0.30 | 0.10 | TRUE |
19 | GTEx | Esophagus Mucosa | SSBP4 | 0.14 | 0.10 | lasso | 2 | 0.14 | 1.3e-09 | -6.49 | 5.8 | 4.9e-09 | -0.09 | 0.33 | 0.67 | FALSE |
20 | GTEx | Esophagus Mucosa | GATAD2A | 0.11 | 0.02 | lasso | 3 | 0.02 | 2.3e-02 | -10.59 | -10.2 | 1.7e-24 | 0.93 | 0.01 | 0.92 | FALSE |
21 | GTEx | Esophagus Muscularis | MEF2BNB | 0.12 | 0.00 | lasso | 4 | 0.00 | 7.5e-01 | -6.35 | 6.1 | 9.3e-10 | -0.31 | 0.05 | 0.08 | FALSE |
22 | GTEx | Lung | LPAR2 | 0.07 | 0.09 | lasso | 3 | 0.05 | 9.9e-05 | 6.10 | -5.5 | 4.9e-08 | 0.01 | 0.89 | 0.00 | FALSE |
23 | GTEx | Muscle Skeletal | SUGP1 | 0.11 | 0.06 | lasso | 7 | 0.07 | 9.5e-08 | 7.87 | -5.6 | 2.7e-08 | -0.06 | 1.00 | 0.00 | FALSE |
24 | GTEx | Muscle Skeletal | MAU2 | 0.09 | 0.04 | lasso | 4 | 0.05 | 5.1e-06 | -10.07 | 6.9 | 6.6e-12 | -0.86 | 0.15 | 0.85 | FALSE |
25 | GTEx | Muscle Skeletal | SSBP4 | 0.09 | 0.07 | lasso | 3 | 0.07 | 1.3e-07 | -6.33 | 6.6 | 3.8e-11 | -0.06 | 0.44 | 0.56 | FALSE |
26 | GTEx | Nerve Tibial | LPAR2 | 0.14 | 0.05 | lasso | 5 | 0.06 | 2.3e-05 | 6.10 | -5.2 | 2.1e-07 | -0.02 | 0.72 | 0.02 | FALSE |
27 | GTEx | Skin Sun Exposed Lower leg | SSBP4 | 0.12 | 0.12 | lasso | 3 | 0.11 | 2.9e-09 | -6.49 | 6.5 | 1.2e-10 | -0.08 | 0.42 | 0.58 | FALSE |
28 | GTEx | Spleen | LPAR2 | 0.27 | 0.06 | lasso | 6 | 0.04 | 2.7e-02 | 1.87 | -5.5 | 3.7e-08 | 0.08 | 0.11 | 0.19 | FALSE |
29 | GTEx | Thyroid | SSBP4 | 0.09 | 0.11 | lasso | 6 | 0.10 | 8.2e-08 | -6.40 | 6.2 | 6.2e-10 | -0.08 | 0.49 | 0.50 | FALSE |
30 | GTEx | Thyroid | YJEFN3 | 0.05 | 0.02 | lasso | 3 | 0.02 | 1.2e-02 | 8.24 | -6.4 | 1.7e-10 | 0.06 | 0.24 | 0.03 | FALSE |
31 | GTEx | Whole Blood | LPAR2 | 0.10 | 0.07 | lasso | 5 | 0.07 | 8.0e-07 | 6.10 | -6.9 | 5.4e-12 | 0.18 | 0.97 | 0.00 | FALSE |
32 | GTEx | Whole Blood | ELL | 0.10 | 0.03 | enet | 17 | 0.04 | 1.2e-04 | -6.40 | -5.8 | 5.2e-09 | 0.08 | 0.33 | 0.60 | FALSE |
33 | GTEx | Whole Blood | LRRC25 | 0.12 | 0.01 | enet | 7 | 0.02 | 1.0e-02 | -6.49 | 5.4 | 6.4e-08 | -0.09 | 0.33 | 0.45 | FALSE |
34 | METSIM | Adipose | ELL | 0.08 | 0.05 | lasso | 7 | 0.06 | 7.1e-09 | -6.74 | -7.0 | 3.1e-12 | 0.06 | 0.32 | 0.68 | TRUE |
35 | NTR | Blood | LPAR2 | 0.04 | 0.03 | lasso | 3 | 0.03 | 3.6e-11 | 6.10 | -5.9 | 4.7e-09 | -0.01 | 1.00 | 0.00 | FALSE |
36 | ROSMAP | Brain Pre-frontal Cortex | ELL | 0.27 | 0.39 | lasso | 7 | 0.39 | 4.0e-53 | -6.70 | 6.7 | 2.8e-11 | -0.07 | 0.27 | 0.73 | FALSE |
37 | ROSMAP | Brain Pre-frontal Cortex | SUGP1 | 0.03 | 0.00 | blup | 364 | 0.01 | 4.3e-02 | -10.59 | -6.4 | 1.6e-10 | 0.74 | 0.02 | 0.88 | TRUE |
38 | ROSMAP | Brain Pre-frontal Cortex | MAU2 | 0.17 | 0.05 | bslmm | 362 | 0.06 | 8.0e-08 | -6.66 | 7.2 | 8.5e-13 | -0.56 | 0.54 | 0.36 | FALSE |
39 | ROSMAP | Brain Pre-frontal Cortex | TSSK6 | 0.04 | 0.00 | blup | 346 | 0.01 | 1.1e-02 | 7.89 | 5.3 | 9.0e-08 | 0.01 | 0.38 | 0.02 | FALSE |
40 | ROSMAP | Brain Pre-frontal Cortex | HAPLN4 | 0.05 | 0.03 | enet | 15 | 0.03 | 1.7e-04 | 2.17 | 5.3 | 1.0e-07 | 0.11 | 0.98 | 0.00 | FALSE |
41 | YFS | Blood | ELL | 0.23 | 0.41 | enet | 24 | 0.43 | 2.6e-158 | -6.47 | -5.8 | 5.0e-09 | 0.07 | 0.51 | 0.49 | FALSE |
42 | YFS | Blood | LPAR2 | 0.14 | 0.15 | lasso | 5 | 0.16 | 3.6e-48 | 6.20 | -5.5 | 3.8e-08 | -0.03 | 1.00 | 0.00 | FALSE |
43 | YFS | Blood | ZNF101 | 0.02 | 0.00 | enet | 16 | 0.01 | 2.7e-03 | -6.35 | -7.5 | 4.6e-14 | 0.22 | 0.15 | 0.06 | FALSE |
44 | The Cancer Genome Atlas | Bladder Urothelial Carcinoma | YJEFN3 | 0.04 | 0.05 | lasso | 7 | 0.04 | 1.6e-04 | 8.43 | -7.2 | 5.4e-13 | 0.05 | 0.32 | 0.02 | FALSE |
45 | The Cancer Genome Atlas | Breast Invasive Carcinoma | CILP2 | 0.02 | 0.02 | blup | 30 | 0.02 | 1.6e-04 | 8.39 | 8.0 | 9.6e-16 | -0.16 | 0.20 | 0.02 | FALSE |
46 | The Cancer Genome Atlas | Breast Invasive Carcinoma | HAPLN4 | 0.04 | 0.07 | lasso | 4 | 0.06 | 1.3e-12 | 7.97 | 6.1 | 1.0e-09 | -0.01 | 1.00 | 0.00 | FALSE |
47 | The Cancer Genome Atlas | Breast Invasive Carcinoma | YJEFN3 | 0.03 | 0.02 | enet | 18 | 0.02 | 2.1e-04 | 8.35 | -6.6 | 5.4e-11 | 0.28 | 0.31 | 0.02 | FALSE |
48 | The Cancer Genome Atlas | Breast Invasive Carcinoma | ZNF14 | 0.03 | 0.02 | lasso | 2 | 0.02 | 2.1e-05 | -4.87 | -5.9 | 4.5e-09 | 0.04 | 0.33 | 0.43 | TRUE |
49 | The Cancer Genome Atlas | Colon Adenocarcinoma | LRRC25 | 0.06 | 0.05 | blup | 44 | 0.04 | 1.5e-03 | -6.33 | 5.4 | 7.3e-08 | -0.10 | 0.01 | 0.92 | FALSE |
50 | The Cancer Genome Atlas | Colon Adenocarcinoma | TSSK6 | 0.07 | 0.02 | blup | 32 | 0.04 | 2.9e-03 | 8.21 | 11.3 | 9.1e-30 | -0.55 | 0.04 | 0.20 | TRUE |
51 | The Cancer Genome Atlas | Glioblastoma Multiforme | ELL | 0.13 | 0.10 | blup | 46 | 0.08 | 1.9e-03 | -6.70 | 6.0 | 1.6e-09 | -0.08 | 0.02 | 0.88 | FALSE |
52 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | SSBP4 | 0.04 | 0.03 | blup | 37 | 0.04 | 1.6e-05 | -6.70 | 5.5 | 3.0e-08 | -0.05 | 0.01 | 0.99 | FALSE |
53 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | SF4 | 0.03 | 0.01 | enet | 7 | 0.02 | 1.1e-03 | -1.48 | -5.6 | 2.6e-08 | 0.70 | 0.05 | 0.83 | FALSE |
54 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | SSBP4 | 0.02 | 0.02 | blup | 37 | 0.03 | 3.7e-04 | -6.47 | 5.5 | 3.1e-08 | -0.09 | 0.02 | 0.92 | FALSE |
55 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | TM6SF2 | 0.04 | 0.03 | blup | 35 | 0.03 | 2.5e-04 | -9.99 | -10.5 | 1.4e-25 | 0.89 | 0.00 | 0.98 | FALSE |
56 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | SSBP4 | 0.06 | 0.07 | enet | 6 | 0.07 | 5.6e-05 | -6.47 | 5.9 | 3.5e-09 | -0.08 | 0.02 | 0.98 | FALSE |
57 | The Cancer Genome Atlas | Brain Lower Grade Glioma | LRRC25 | 0.07 | 0.08 | blup | 46 | 0.09 | 2.2e-10 | -3.27 | 5.8 | 5.2e-09 | -0.06 | 0.25 | 0.75 | FALSE |
58 | The Cancer Genome Atlas | Lung Adenocarcinoma | YJEFN3 | 0.03 | 0.03 | blup | 32 | 0.02 | 3.0e-03 | 8.21 | -10.6 | 3.6e-26 | 0.44 | 0.09 | 0.17 | FALSE |
59 | The Cancer Genome Atlas | Ovarian Serous Cystadenocarcinoma | GMIP | 0.07 | 0.00 | blup | 43 | 0.02 | 2.3e-02 | 1.94 | -5.5 | 2.8e-08 | 0.57 | 0.02 | 0.20 | FALSE |
60 | The Cancer Genome Atlas | Ovarian Serous Cystadenocarcinoma | LRRC25 | 0.07 | 0.03 | blup | 46 | 0.02 | 8.5e-03 | -3.09 | 5.2 | 1.9e-07 | -0.05 | 0.02 | 0.75 | FALSE |
61 | The Cancer Genome Atlas | Ovarian Serous Cystadenocarcinoma | SSBP4 | 0.06 | 0.02 | blup | 37 | 0.05 | 4.3e-04 | -6.66 | 5.9 | 3.0e-09 | -0.06 | 0.01 | 0.92 | FALSE |
62 | The Cancer Genome Atlas | Pheochromocytoma and Paraganglioma | TSSK6 | 0.35 | 0.01 | blup | 33 | 0.09 | 2.8e-04 | 0.38 | 7.6 | 2.1e-14 | -0.56 | 0.00 | 0.16 | TRUE |
63 | The Cancer Genome Atlas | Prostate Adenocarcinoma | ELL | 0.03 | 0.03 | blup | 47 | 0.01 | 1.2e-02 | -6.70 | 6.1 | 1.3e-09 | -0.08 | 0.01 | 0.94 | FALSE |
64 | The Cancer Genome Atlas | Prostate Adenocarcinoma | GATAD2A | 0.04 | 0.03 | lasso | 2 | 0.03 | 2.9e-04 | -1.92 | -5.5 | 3.3e-08 | 0.82 | 0.03 | 0.92 | FALSE |
65 | The Cancer Genome Atlas | Prostate Adenocarcinoma | GTPBP3 | 0.24 | 0.09 | lasso | 3 | 0.12 | 9.4e-13 | 5.08 | 6.5 | 1.1e-10 | -0.08 | 0.80 | 0.20 | TRUE |
66 | The Cancer Genome Atlas | Prostate Adenocarcinoma | SSBP4 | 0.04 | 0.08 | enet | 13 | 0.08 | 8.4e-09 | -6.76 | 6.4 | 1.8e-10 | -0.07 | 0.01 | 0.99 | FALSE |
67 | The Cancer Genome Atlas | Prostate Adenocarcinoma | YJEFN3 | 0.04 | 0.05 | lasso | 2 | 0.05 | 4.3e-06 | 8.41 | -8.4 | 3.9e-17 | 0.20 | 0.79 | 0.01 | FALSE |
68 | The Cancer Genome Atlas | Stomach Adenocarcinoma | HAPLN4 | 0.08 | 0.03 | blup | 37 | 0.04 | 7.2e-04 | 7.91 | 6.8 | 7.9e-12 | -0.22 | 0.40 | 0.02 | TRUE |
69 | The Cancer Genome Atlas | Thyroid Carcinoma | ELL | 0.06 | 0.06 | blup | 46 | 0.09 | 1.2e-08 | -6.79 | 5.5 | 3.0e-08 | -0.09 | 0.02 | 0.98 | FALSE |
70 | The Cancer Genome Atlas | Thyroid Carcinoma | TM6SF2 | 0.05 | 0.04 | blup | 34 | 0.05 | 2.8e-05 | -9.99 | -9.6 | 6.8e-22 | 0.91 | 0.01 | 0.99 | FALSE |
71 | The Cancer Genome Atlas | Thyroid Carcinoma | YJEFN3 | 0.08 | 0.06 | blup | 33 | 0.08 | 7.1e-08 | 8.41 | -10.6 | 3.0e-26 | 0.41 | 0.98 | 0.00 | FALSE |