Best TWAS P=1.01e-16 · Best GWAS P=9.62e-20 conditioned to 1.86e-06
# | 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 | GATAD2A | 0.13 | 0.30 | lasso | 7 | 0.29 | 2.4e-35 | 7.19 | -7.1 | 1.5e-12 | 0.01 | 0.05 | 0.95 | FALSE |
2 | CommonMind | Brain Pre-frontal Cortex | HAPLN4 | 0.07 | 0.10 | lasso | 6 | 0.10 | 5.3e-12 | 5.26 | 5.8 | 7.7e-09 | -0.01 | 0.99 | 0.01 | FALSE |
3 | CommonMind | Brain Pre-frontal Cortex | MAU2 | 0.09 | 0.08 | blup | 369 | 0.10 | 1.0e-12 | 6.34 | -6.5 | 1.1e-10 | 0.02 | 0.31 | 0.69 | FALSE |
4 | GTEx | Artery Tibial | MAU2 | 0.07 | 0.05 | lasso | 4 | 0.05 | 1.3e-04 | 6.59 | 5.3 | 1.4e-07 | 0.01 | 0.08 | 0.86 | FALSE |
5 | GTEx | Brain Cerebellum | SUGP2 | 0.15 | -0.01 | enet | 27 | 0.00 | 2.3e-01 | 5.32 | 5.6 | 2.2e-08 | -0.02 | 0.03 | 0.64 | FALSE |
6 | GTEx | Brain Cerebellum | ARMC6 | 0.28 | 0.00 | enet | 43 | 0.13 | 1.5e-04 | -0.69 | 5.8 | 7.5e-09 | 0.00 | 0.04 | 0.65 | FALSE |
7 | GTEx | Brain Cerebellum | PBX4 | 0.20 | 0.09 | lasso | 6 | 0.13 | 9.9e-05 | 7.54 | 6.5 | 6.0e-11 | -0.04 | 0.02 | 0.94 | FALSE |
8 | GTEx | Cells Transformed fibroblasts | LPAR2 | 0.04 | 0.05 | lasso | 2 | 0.04 | 5.5e-04 | 6.49 | -7.2 | 5.9e-13 | 0.04 | 0.01 | 0.97 | FALSE |
9 | GTEx | Cells Transformed fibroblasts | GATAD2A | 0.07 | 0.00 | lasso | 4 | 0.00 | 8.1e-01 | 7.11 | 5.8 | 7.3e-09 | 0.00 | 0.06 | 0.42 | FALSE |
10 | GTEx | Colon Transverse | YJEFN3 | 0.09 | 0.09 | lasso | 3 | 0.07 | 4.3e-04 | 5.95 | -6.2 | 5.8e-10 | 0.01 | 0.34 | 0.19 | FALSE |
11 | GTEx | Lung | LPAR2 | 0.07 | 0.09 | lasso | 3 | 0.05 | 9.9e-05 | 6.49 | -6.4 | 1.5e-10 | 0.05 | 0.05 | 0.95 | FALSE |
12 | GTEx | Muscle Skeletal | SUGP1 | 0.11 | 0.06 | lasso | 7 | 0.07 | 9.5e-08 | 5.26 | -6.4 | 1.3e-10 | 0.01 | 0.73 | 0.27 | FALSE |
13 | GTEx | Muscle Skeletal | MAU2 | 0.09 | 0.04 | lasso | 4 | 0.05 | 5.1e-06 | 2.75 | -5.3 | 1.2e-07 | 0.04 | 0.15 | 0.85 | FALSE |
14 | GTEx | Nerve Tibial | LPAR2 | 0.14 | 0.05 | lasso | 5 | 0.06 | 2.3e-05 | 6.49 | -6.7 | 2.6e-11 | 0.06 | 0.06 | 0.91 | FALSE |
15 | GTEx | Nerve Tibial | GMIP | 0.19 | 0.09 | lasso | 6 | 0.03 | 3.9e-03 | 5.27 | -5.5 | 2.8e-08 | 0.06 | 0.46 | 0.39 | FALSE |
16 | GTEx | Spleen | LPAR2 | 0.27 | 0.06 | lasso | 6 | 0.04 | 2.7e-02 | 4.60 | -6.5 | 6.9e-11 | 0.04 | 0.09 | 0.32 | FALSE |
17 | GTEx | Spleen | ATP13A1 | 0.16 | 0.01 | lasso | 5 | 0.02 | 9.7e-02 | 7.12 | 6.2 | 5.1e-10 | -0.02 | 0.03 | 0.61 | FALSE |
18 | GTEx | Thyroid | YJEFN3 | 0.05 | 0.02 | lasso | 3 | 0.02 | 1.2e-02 | 5.43 | -5.9 | 3.4e-09 | 0.02 | 0.08 | 0.67 | FALSE |
19 | GTEx | Vagina | LRRC25 | 0.63 | 0.02 | enet | 2 | 0.04 | 5.3e-02 | -7.62 | 7.6 | 2.1e-14 | 0.54 | 0.05 | 0.09 | TRUE |
20 | GTEx | Whole Blood | TMEM161A | 0.06 | 0.00 | enet | 2 | 0.00 | 1.4e-01 | 7.11 | -7.1 | 1.1e-12 | 0.01 | 0.06 | 0.74 | FALSE |
21 | GTEx | Whole Blood | LPAR2 | 0.10 | 0.07 | lasso | 5 | 0.07 | 8.0e-07 | 6.49 | -5.7 | 1.1e-08 | 0.05 | 0.83 | 0.15 | FALSE |
22 | GTEx | Whole Blood | GATAD2A | 0.06 | 0.02 | lasso | 9 | 0.03 | 1.7e-03 | 6.51 | 5.7 | 1.2e-08 | -0.02 | 0.10 | 0.86 | FALSE |
23 | NTR | Blood | ATP13A1 | 0.01 | 0.01 | blup | 339 | 0.01 | 1.9e-04 | -0.84 | 5.2 | 2.2e-07 | 0.02 | 0.07 | 0.29 | FALSE |
24 | NTR | Blood | GATAD2A | 0.02 | 0.02 | blup | 386 | 0.02 | 1.4e-07 | 6.59 | 6.3 | 2.6e-10 | 0.01 | 0.07 | 0.93 | FALSE |
25 | ROSMAP | Brain Pre-frontal Cortex | JUND | 0.17 | 0.17 | lasso | 5 | 0.20 | 2.7e-25 | -7.62 | -5.2 | 2.0e-07 | -0.22 | 1.00 | 0.00 | FALSE |
26 | ROSMAP | Brain Pre-frontal Cortex | TSSK6 | 0.04 | 0.00 | blup | 346 | 0.01 | 1.1e-02 | 5.47 | 5.9 | 3.9e-09 | -0.02 | 0.30 | 0.21 | FALSE |
27 | ROSMAP | Brain Pre-frontal Cortex | HAPLN4 | 0.05 | 0.03 | enet | 15 | 0.03 | 1.7e-04 | 5.32 | 5.2 | 1.7e-07 | -0.08 | 0.44 | 0.55 | FALSE |
28 | YFS | Blood | GATAD2A | 0.09 | 0.14 | blup | 365 | 0.14 | 7.5e-44 | 7.12 | 7.0 | 1.8e-12 | -0.01 | 0.05 | 0.95 | FALSE |
29 | YFS | Blood | LPAR2 | 0.14 | 0.15 | lasso | 5 | 0.16 | 3.6e-48 | 6.58 | -6.6 | 3.9e-11 | 0.04 | 0.67 | 0.33 | FALSE |
30 | The Cancer Genome Atlas | Bladder Urothelial Carcinoma | YJEFN3 | 0.04 | 0.05 | lasso | 7 | 0.04 | 1.6e-04 | 5.78 | -6.9 | 6.5e-12 | 0.01 | 0.06 | 0.81 | FALSE |
31 | The Cancer Genome Atlas | Breast Invasive Carcinoma | CILP2 | 0.02 | 0.02 | blup | 30 | 0.02 | 1.6e-04 | 5.82 | 6.4 | 1.2e-10 | 0.00 | 0.15 | 0.27 | FALSE |
32 | The Cancer Genome Atlas | Breast Invasive Carcinoma | HAPLN4 | 0.04 | 0.07 | lasso | 4 | 0.06 | 1.3e-12 | 5.10 | 5.8 | 6.7e-09 | 0.00 | 0.76 | 0.24 | FALSE |
33 | The Cancer Genome Atlas | Colon Adenocarcinoma | GATAD2A | 0.04 | 0.03 | blup | 61 | 0.05 | 1.3e-03 | 7.10 | 7.0 | 2.2e-12 | -0.02 | 0.03 | 0.84 | FALSE |
34 | The Cancer Genome Atlas | Colon Adenocarcinoma | HAPLN4 | 0.10 | 0.08 | blup | 38 | 0.11 | 8.5e-07 | 6.30 | 6.0 | 2.1e-09 | -0.01 | 0.01 | 0.99 | FALSE |
35 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | GATAD2A | 0.02 | 0.02 | lasso | 1 | 0.02 | 2.1e-03 | 7.13 | 7.1 | 9.7e-13 | -0.01 | 0.02 | 0.80 | FALSE |
36 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | HAPLN4 | 0.07 | 0.05 | lasso | 7 | 0.07 | 2.9e-08 | 5.20 | 6.1 | 8.1e-10 | -0.01 | 0.04 | 0.96 | FALSE |
37 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | GMIP | 0.03 | 0.02 | lasso | 4 | 0.02 | 3.2e-03 | 6.49 | 7.4 | 1.8e-13 | -0.03 | 0.00 | 0.94 | TRUE |
38 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | HAPLN4 | 0.05 | 0.07 | lasso | 2 | 0.06 | 1.1e-07 | 6.17 | 5.9 | 3.5e-09 | -0.02 | 0.01 | 0.99 | FALSE |
39 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | JUND | 0.05 | 0.04 | lasso | 1 | 0.04 | 4.3e-05 | -7.62 | -7.6 | 2.6e-14 | -0.53 | 0.14 | 0.13 | FALSE |
40 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | SF4 | 0.03 | 0.01 | enet | 7 | 0.02 | 1.1e-03 | 6.47 | 5.4 | 5.4e-08 | -0.03 | 0.02 | 0.94 | FALSE |
41 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | GMIP | 0.07 | 0.02 | enet | 6 | 0.04 | 1.9e-03 | 1.74 | 5.2 | 2.1e-07 | -0.01 | 0.03 | 0.32 | FALSE |
42 | The Cancer Genome Atlas | Brain Lower Grade Glioma | GMIP | 0.07 | 0.04 | blup | 43 | 0.04 | 8.5e-06 | 5.33 | 6.6 | 5.1e-11 | -0.03 | 0.05 | 0.94 | FALSE |
43 | The Cancer Genome Atlas | Brain Lower Grade Glioma | JUND | 0.04 | 0.03 | lasso | 2 | 0.02 | 7.9e-04 | -7.62 | -7.5 | 6.4e-14 | -0.52 | 0.18 | 0.10 | FALSE |
44 | The Cancer Genome Atlas | Brain Lower Grade Glioma | KIAA0892 | 0.03 | 0.01 | lasso | 7 | 0.02 | 6.3e-03 | 6.18 | -6.4 | 1.6e-10 | 0.01 | 0.03 | 0.63 | FALSE |
45 | The Cancer Genome Atlas | Brain Lower Grade Glioma | MAST3 | 0.02 | 0.02 | lasso | 3 | 0.01 | 1.5e-02 | -7.86 | 8.2 | 1.8e-16 | 0.31 | 0.01 | 0.93 | FALSE |
46 | The Cancer Genome Atlas | Brain Lower Grade Glioma | TSSK6 | 0.02 | 0.02 | blup | 33 | 0.02 | 1.8e-03 | 7.10 | 7.2 | 4.4e-13 | -0.01 | 0.01 | 0.83 | FALSE |
47 | The Cancer Genome Atlas | Prostate Adenocarcinoma | GATAD2A | 0.04 | 0.03 | lasso | 2 | 0.03 | 2.9e-04 | 7.17 | 6.4 | 1.4e-10 | -0.01 | 0.02 | 0.95 | FALSE |
48 | The Cancer Genome Atlas | Prostate Adenocarcinoma | YJEFN3 | 0.04 | 0.05 | lasso | 2 | 0.05 | 4.3e-06 | 5.85 | -5.8 | 5.1e-09 | 0.00 | 0.54 | 0.32 | FALSE |
49 | The Cancer Genome Atlas | Soft Tissue Sarcoma | HAPLN4 | 0.11 | 0.01 | blup | 38 | 0.02 | 2.7e-02 | 5.20 | 6.1 | 1.3e-09 | 0.00 | 0.02 | 0.67 | FALSE |
50 | The Cancer Genome Atlas | Thyroid Carcinoma | HAPLN4 | 0.08 | 0.06 | blup | 37 | 0.09 | 1.8e-09 | 6.38 | 6.2 | 7.0e-10 | 0.00 | 0.01 | 0.99 | FALSE |
51 | The Cancer Genome Atlas | Thyroid Carcinoma | KIAA0892 | 0.04 | 0.04 | blup | 43 | 0.02 | 4.1e-03 | 6.19 | -6.5 | 8.3e-11 | 0.02 | 0.05 | 0.91 | FALSE |
52 | The Cancer Genome Atlas | Thyroid Carcinoma | MAST3 | 0.04 | 0.02 | lasso | 2 | 0.00 | 3.4e-01 | -7.86 | 8.3 | 1.0e-16 | 0.32 | 0.01 | 0.92 | TRUE |