Best TWAS P=5.45e-17 · Best GWAS P=3.77e-17 conditioned to 1
# | 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 | KIAA1841 | 0.05 | 0.05 | enet | 15 | 0.06 | 1.2e-07 | 6.5 | 5.3 | 1.3e-07 | 0.82 | 0.25 | 0.75 | FALSE |
2 | CommonMind | Brain Pre-frontal Cortex | XPO1 | 0.06 | 0.03 | bslmm | 313 | 0.03 | 1.4e-04 | 7.5 | -6.8 | 8.5e-12 | -0.83 | 0.09 | 0.91 | FALSE |
3 | GTEx | Adipose Subcutaneous | RP11-493E12.2 | 0.05 | 0.02 | lasso | 4 | 0.03 | 1.3e-03 | 8.4 | -7.9 | 2.7e-15 | -0.98 | 0.02 | 0.97 | FALSE |
4 | GTEx | Adrenal Gland | KIAA1841 | 0.13 | 0.01 | enet | 15 | 0.02 | 4.6e-02 | -5.2 | 5.6 | 2.1e-08 | 0.47 | 0.07 | 0.16 | FALSE |
5 | GTEx | Adrenal Gland | AC016747.3 | 0.26 | 0.23 | enet | 14 | 0.13 | 1.9e-05 | -3.9 | 5.7 | 1.3e-08 | 0.49 | 0.90 | 0.03 | FALSE |
6 | GTEx | Brain Cerebellar Hemisphere | KIAA1841 | 0.16 | 0.08 | enet | 10 | 0.09 | 2.7e-03 | 7.2 | 7.7 | 1.0e-14 | 0.72 | 0.13 | 0.58 | FALSE |
7 | GTEx | Brain Cerebellum | RP11-493E12.2 | 0.30 | 0.01 | enet | 27 | 0.10 | 6.5e-04 | 6.5 | -7.4 | 1.8e-13 | -0.45 | 0.07 | 0.22 | TRUE |
8 | GTEx | Brain Hippocampus | RP11-493E12.2 | 0.14 | 0.08 | lasso | 7 | 0.09 | 3.9e-03 | 5.1 | -6.5 | 6.5e-11 | -0.67 | 0.09 | 0.36 | FALSE |
9 | GTEx | Cells EBV-transformed lymphocytes | RP11-493E12.2 | 0.15 | 0.05 | lasso | 5 | 0.03 | 4.1e-02 | 7.2 | -8.0 | 8.8e-16 | -0.74 | 0.05 | 0.67 | FALSE |
10 | GTEx | Cells Transformed fibroblasts | RP11-493E12.2 | 0.23 | 0.09 | enet | 25 | 0.09 | 1.9e-07 | -5.0 | -6.0 | 2.1e-09 | -0.31 | 0.98 | 0.00 | FALSE |
11 | GTEx | Colon Sigmoid | AHSA2 | 0.42 | 0.29 | enet | 17 | 0.43 | 1.1e-16 | -3.7 | 5.2 | 2.1e-07 | 0.64 | 1.00 | 0.00 | FALSE |
12 | GTEx | Esophagus Mucosa | AHSA2 | 0.23 | 0.12 | enet | 28 | 0.18 | 4.5e-12 | -3.7 | 6.9 | 4.3e-12 | 0.65 | 0.97 | 0.03 | FALSE |
13 | GTEx | Esophagus Muscularis | KIAA1841 | 0.06 | 0.10 | enet | 10 | 0.10 | 9.0e-07 | 7.5 | 7.3 | 2.2e-13 | 0.92 | 0.05 | 0.95 | FALSE |
14 | GTEx | Esophagus Muscularis | RP11-493E12.2 | 0.05 | 0.09 | lasso | 3 | 0.06 | 2.0e-04 | 8.4 | -8.4 | 5.4e-17 | -1.00 | 0.02 | 0.98 | TRUE |
15 | GTEx | Heart Atrial Appendage | AHSA2 | 0.24 | 0.19 | enet | 19 | 0.18 | 1.3e-08 | -5.2 | 6.2 | 7.1e-10 | 0.68 | 0.88 | 0.12 | FALSE |
16 | GTEx | Heart Atrial Appendage | AC016747.3 | 0.15 | 0.08 | lasso | 8 | 0.16 | 1.9e-07 | -4.7 | 5.8 | 7.4e-09 | 0.78 | 0.59 | 0.41 | FALSE |
17 | GTEx | Heart Left Ventricle | AC016747.3 | 0.08 | 0.00 | enet | 12 | 0.03 | 1.2e-02 | 7.0 | 6.5 | 9.0e-11 | 0.76 | 0.14 | 0.46 | FALSE |
18 | GTEx | Muscle Skeletal | AHSA2 | 0.08 | 0.06 | lasso | 4 | 0.09 | 2.5e-09 | -3.7 | 5.2 | 2.0e-07 | 0.78 | 0.18 | 0.82 | FALSE |
19 | GTEx | Muscle Skeletal | RP11-493E12.2 | 0.05 | 0.01 | lasso | 4 | 0.01 | 8.2e-02 | -5.0 | -6.6 | 4.2e-11 | -0.59 | 0.07 | 0.52 | FALSE |
20 | GTEx | Nerve Tibial | KIAA1841 | 0.06 | 0.01 | lasso | 4 | 0.02 | 1.5e-02 | 5.1 | 7.8 | 5.0e-15 | 0.75 | 0.06 | 0.88 | FALSE |
21 | GTEx | Nerve Tibial | RP11-493E12.2 | 0.05 | 0.06 | lasso | 6 | 0.04 | 7.0e-04 | 6.5 | -6.7 | 3.0e-11 | -0.93 | 0.08 | 0.91 | FALSE |
22 | GTEx | Ovary | RP11-493E12.2 | 0.14 | 0.12 | lasso | 7 | 0.13 | 5.0e-04 | 7.6 | -7.3 | 2.1e-13 | -0.95 | 0.08 | 0.80 | FALSE |
23 | GTEx | Pancreas | AC016747.3 | 0.10 | 0.08 | enet | 11 | 0.09 | 1.2e-04 | 5.2 | 5.5 | 4.5e-08 | 0.73 | 0.41 | 0.54 | TRUE |
24 | GTEx | Pituitary | AC016747.3 | 0.23 | 0.19 | enet | 12 | 0.20 | 1.0e-05 | 6.8 | 6.8 | 1.5e-11 | 0.84 | 0.14 | 0.82 | FALSE |
25 | GTEx | Prostate | RP11-493E12.2 | 0.15 | 0.16 | lasso | 4 | 0.09 | 3.4e-03 | 7.5 | -5.7 | 9.2e-09 | -0.83 | 0.07 | 0.77 | FALSE |
26 | GTEx | Skin Not Sun Exposed Suprapubic | AHSA2 | 0.25 | 0.23 | enet | 13 | 0.28 | 2.1e-15 | 6.6 | 6.9 | 4.8e-12 | 0.77 | 0.91 | 0.09 | FALSE |
27 | GTEx | Skin Sun Exposed Lower leg | AHSA2 | 0.16 | 0.14 | lasso | 8 | 0.23 | 1.4e-18 | 7.0 | 7.0 | 2.0e-12 | 0.78 | 0.72 | 0.28 | TRUE |
28 | GTEx | Skin Sun Exposed Lower leg | AC016747.3 | 0.06 | 0.06 | enet | 6 | 0.04 | 5.4e-04 | -6.0 | 5.6 | 2.5e-08 | 0.50 | 0.91 | 0.04 | FALSE |
29 | GTEx | Stomach | AHSA2 | 0.22 | 0.17 | enet | 21 | 0.24 | 1.0e-11 | -3.8 | 5.1 | 3.0e-07 | 0.70 | 0.97 | 0.03 | FALSE |
30 | GTEx | Testis | REL | 0.16 | 0.13 | enet | 9 | 0.10 | 5.4e-05 | -5.4 | 6.9 | 5.5e-12 | 0.31 | 0.62 | 0.02 | FALSE |
31 | GTEx | Testis | RP11-373L24.1 | 0.12 | 0.08 | enet | 5 | 0.04 | 4.5e-03 | -5.4 | 5.5 | 5.2e-08 | 0.16 | 0.19 | 0.04 | FALSE |
32 | GTEx | Thyroid | KIAA1841 | 0.06 | 0.01 | enet | 18 | 0.02 | 1.0e-02 | 7.2 | 7.9 | 3.1e-15 | 0.57 | 0.26 | 0.34 | FALSE |
33 | GTEx | Thyroid | RP11-493E12.2 | 0.05 | 0.06 | lasso | 5 | 0.05 | 9.3e-05 | -4.7 | -5.2 | 1.6e-07 | -0.66 | 0.58 | 0.27 | FALSE |
34 | GTEx | Uterus | RP11-493E12.2 | 0.16 | 0.02 | lasso | 5 | 0.05 | 3.6e-02 | 6.0 | -6.6 | 5.1e-11 | -0.52 | 0.05 | 0.32 | FALSE |
35 | GTEx | Vagina | AHSA2 | 0.32 | 0.20 | enet | 33 | 0.34 | 1.3e-08 | 4.0 | 5.4 | 7.8e-08 | 0.71 | 0.10 | 0.88 | FALSE |
36 | GTEx | Whole Blood | AHSA2 | 0.19 | 0.27 | lasso | 9 | 0.32 | 3.7e-30 | -5.2 | 5.2 | 1.8e-07 | 0.68 | 1.00 | 0.00 | FALSE |
37 | GTEx | Whole Blood | AC016747.3 | 0.07 | 0.08 | lasso | 6 | 0.08 | 3.9e-08 | 4.4 | 5.1 | 3.1e-07 | 0.75 | 0.73 | 0.27 | FALSE |
38 | GTEx | Whole Blood | RP11-493E12.2 | 0.04 | 0.02 | lasso | 6 | 0.01 | 1.8e-02 | 6.8 | -7.2 | 6.3e-13 | -0.68 | 0.24 | 0.61 | FALSE |
39 | METSIM | Adipose | RP11-493E12.1 | 0.03 | 0.02 | bslmm | 316 | 0.01 | 3.2e-03 | 5.2 | -5.7 | 1.5e-08 | -0.47 | 0.59 | 0.05 | FALSE |
40 | NTR | Blood | USP34 | 0.02 | 0.01 | lasso | 5 | 0.01 | 7.3e-04 | 6.5 | -7.0 | 2.0e-12 | -0.54 | 0.22 | 0.27 | FALSE |
41 | ROSMAP | Brain Pre-frontal Cortex | XPO1 | 0.03 | 0.02 | blup | 310 | 0.02 | 3.4e-03 | 7.5 | -7.6 | 3.9e-14 | -0.88 | 0.05 | 0.89 | FALSE |
42 | ROSMAP | Brain Pre-frontal Cortex | CCT4 | 0.05 | 0.00 | bslmm | 291 | 0.01 | 7.7e-03 | -1.7 | 5.7 | 1.4e-08 | 0.63 | 0.05 | 0.57 | FALSE |
43 | ROSMAP | Brain Pre-frontal Cortex | PUS10 | 0.04 | 0.01 | lasso | 3 | 0.03 | 4.9e-05 | -2.8 | -6.3 | 2.7e-10 | -0.04 | 0.22 | 0.02 | TRUE |
44 | YFS | Blood | AHSA2 | 0.50 | 0.46 | enet | 32 | 0.62 | 3.1e-265 | -3.9 | 6.3 | 2.7e-10 | 0.73 | 1.00 | 0.00 | FALSE |
45 | YFS | Blood | PEX13 | 0.01 | 0.00 | blup | 334 | 0.01 | 6.7e-03 | 3.7 | -5.8 | 8.5e-09 | -0.68 | 0.08 | 0.53 | TRUE |
46 | The Cancer Genome Atlas | Bladder Urothelial Carcinoma | AHSA2 | 0.09 | 0.10 | blup | 38 | 0.14 | 1.0e-11 | -6.0 | 5.2 | 2.3e-07 | 0.72 | 0.42 | 0.58 | FALSE |
47 | The Cancer Genome Atlas | Cervical Squamous Cell Carcinoma | AHSA2 | 0.11 | 0.12 | enet | 6 | 0.11 | 4.9e-06 | -4.7 | 5.4 | 5.2e-08 | 0.72 | 0.06 | 0.92 | FALSE |
48 | The Cancer Genome Atlas | Esophageal Carcinoma | C2orf74 | 0.17 | 0.30 | lasso | 11 | 0.32 | 4.7e-11 | -5.2 | -5.3 | 1.2e-07 | -0.62 | 0.19 | 0.81 | FALSE |
49 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | AHSA2 | 0.06 | 0.05 | blup | 39 | 0.06 | 8.9e-08 | 6.5 | 6.2 | 4.9e-10 | 0.81 | 0.02 | 0.98 | FALSE |
50 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | AHSA2 | 0.13 | 0.05 | enet | 8 | 0.09 | 5.8e-06 | -5.2 | 5.2 | 1.6e-07 | 0.72 | 0.03 | 0.94 | FALSE |
51 | The Cancer Genome Atlas | Lung Adenocarcinoma | AHSA2 | 0.09 | 0.12 | lasso | 5 | 0.16 | 7.6e-19 | -6.0 | 5.9 | 2.8e-09 | 0.76 | 0.50 | 0.50 | FALSE |
52 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | KIAA1841 | 0.05 | 0.02 | blup | 61 | 0.02 | 4.5e-03 | 6.5 | 5.5 | 4.5e-08 | 0.45 | 0.01 | 0.81 | FALSE |
53 | The Cancer Genome Atlas | Pancreatic Adenocarcinoma | AHSA2 | 0.16 | 0.20 | blup | 39 | 0.22 | 2.0e-09 | -3.9 | 6.1 | 8.1e-10 | 0.75 | 0.26 | 0.74 | FALSE |
54 | The Cancer Genome Atlas | Pheochromocytoma and Paraganglioma | AHSA2 | 0.20 | 0.11 | blup | 39 | 0.22 | 3.5e-09 | -4.2 | 5.1 | 2.9e-07 | 0.77 | 0.04 | 0.96 | FALSE |
55 | The Cancer Genome Atlas | Rectum Adenocarcinoma | AHSA2 | 0.12 | 0.13 | lasso | 2 | 0.07 | 1.1e-02 | 6.5 | 6.7 | 1.8e-11 | 0.68 | 0.01 | 0.42 | TRUE |
56 | The Cancer Genome Atlas | Thyroid Carcinoma | AHSA2 | 0.27 | 0.32 | enet | 11 | 0.34 | 1.3e-33 | -6.0 | 5.3 | 1.0e-07 | 0.71 | 0.85 | 0.15 | FALSE |