Best TWAS P=1.14e-22 · Best GWAS P=4.91e-40 conditioned to 5.1e-16
# | 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 | MRPS35 | 0.07 | 0.00 | bslmm | 555 | 0.03 | 8.0e-05 | -3.6 | -5.1 | 2.8e-07 | 0.12 | 0.05 | 0.21 | FALSE |
2 | GTEx | Adipose Subcutaneous | RP11-967K21.1 | 0.08 | 0.02 | lasso | 8 | 0.01 | 2.1e-02 | -3.1 | -5.2 | 2.5e-07 | -0.02 | 0.26 | 0.54 | TRUE |
3 | GTEx | Adipose Subcutaneous | RP11-996F15.2 | 0.46 | 0.38 | lasso | 10 | 0.38 | 4.1e-33 | 6.1 | 6.1 | 1.0e-09 | 0.04 | 1.00 | 0.00 | FALSE |
4 | GTEx | Adipose Visceral Omentum | RP11-996F15.2 | 0.40 | 0.34 | enet | 12 | 0.33 | 7.9e-18 | 6.1 | 5.9 | 4.2e-09 | 0.04 | 1.00 | 0.00 | FALSE |
5 | GTEx | Adrenal Gland | CCDC91 | 0.16 | 0.01 | lasso | 16 | 0.03 | 3.5e-02 | 3.9 | -5.3 | 1.3e-07 | 0.01 | 0.16 | 0.04 | FALSE |
6 | GTEx | Adrenal Gland | RP11-996F15.2 | 0.62 | 0.55 | lasso | 7 | 0.55 | 3.0e-23 | 6.1 | 6.0 | 1.6e-09 | 0.04 | 1.00 | 0.00 | FALSE |
7 | GTEx | Artery Aorta | IPO8 | 0.17 | 0.06 | enet | 29 | 0.04 | 2.2e-03 | -4.6 | -5.8 | 7.1e-09 | -0.11 | 0.02 | 0.93 | TRUE |
8 | GTEx | Artery Aorta | RP11-996F15.2 | 0.35 | 0.28 | lasso | 4 | 0.28 | 1.5e-15 | 6.1 | 6.1 | 9.7e-10 | 0.04 | 1.00 | 0.00 | FALSE |
9 | GTEx | Artery Coronary | RP11-996F15.2 | 0.54 | 0.44 | enet | 20 | 0.43 | 9.0e-16 | 6.0 | 5.4 | 7.1e-08 | 0.03 | 1.00 | 0.00 | FALSE |
10 | GTEx | Artery Tibial | RP11-996F15.2 | 0.44 | 0.40 | enet | 28 | 0.44 | 1.2e-37 | 6.0 | 5.3 | 1.0e-07 | 0.04 | 1.00 | 0.00 | FALSE |
11 | GTEx | Brain Cerebellar Hemisphere | RP11-996F15.2 | 0.30 | 0.11 | enet | 24 | 0.17 | 3.7e-05 | 6.1 | 5.2 | 1.6e-07 | 0.02 | 0.58 | 0.02 | FALSE |
12 | GTEx | Brain Cerebellum | RP11-996F15.2 | 0.25 | 0.15 | lasso | 4 | 0.10 | 7.6e-04 | 6.1 | 6.2 | 7.2e-10 | 0.04 | 0.15 | 0.05 | FALSE |
13 | GTEx | Brain Putamen basal ganglia | STK38L | 0.28 | 0.08 | lasso | 7 | 0.05 | 2.6e-02 | 4.5 | 5.5 | 5.1e-08 | -0.01 | 0.01 | 0.34 | FALSE |
14 | GTEx | Breast Mammary Tissue | RP11-283G6.5 | 0.17 | 0.02 | enet | 9 | 0.02 | 2.9e-02 | -2.4 | 6.4 | 1.4e-10 | 0.67 | 0.05 | 0.60 | TRUE |
15 | GTEx | Breast Mammary Tissue | RP11-996F15.2 | 0.45 | 0.35 | lasso | 8 | 0.31 | 1.2e-16 | 6.0 | 6.0 | 1.8e-09 | 0.04 | 1.00 | 0.00 | FALSE |
16 | GTEx | Breast Mammary Tissue (Male) | RP11-996F15.2 | 0.52 | 0.28 | lasso | 9 | 0.23 | 4.1e-06 | 6.1 | 6.1 | 8.1e-10 | 0.05 | 0.36 | 0.06 | FALSE |
17 | GTEx | Breast Mammary Tissue (Female) | RP11-996F15.2 | 0.42 | 0.38 | lasso | 1 | 0.35 | 3.5e-11 | 6.1 | 6.1 | 1.0e-09 | 0.04 | 0.99 | 0.01 | FALSE |
18 | GTEx | Cells EBV-transformed lymphocytes | RP11-996F15.2 | 0.27 | 0.24 | lasso | 4 | 0.23 | 6.0e-08 | 6.1 | 6.1 | 1.1e-09 | 0.03 | 0.97 | 0.00 | FALSE |
19 | GTEx | Cells Transformed fibroblasts | ERGIC2 | 0.12 | 0.03 | enet | 23 | 0.05 | 1.4e-04 | 6.1 | -5.5 | 3.2e-08 | -0.07 | 0.94 | 0.00 | FALSE |
20 | GTEx | Cells Transformed fibroblasts | CCDC91 | 0.10 | 0.10 | lasso | 5 | 0.09 | 5.5e-07 | -5.6 | -5.4 | 7.9e-08 | 0.07 | 0.98 | 0.00 | FALSE |
21 | GTEx | Cells Transformed fibroblasts | RP11-967K21.1 | 0.07 | 0.07 | lasso | 2 | 0.07 | 3.7e-06 | -6.1 | 6.3 | 3.5e-10 | -0.05 | 0.98 | 0.00 | FALSE |
22 | GTEx | Cells Transformed fibroblasts | RP11-996F15.2 | 0.34 | 0.33 | lasso | 7 | 0.34 | 7.3e-26 | 6.1 | 5.8 | 6.5e-09 | 0.03 | 1.00 | 0.00 | FALSE |
23 | GTEx | Colon Sigmoid | RP11-996F15.2 | 0.42 | 0.27 | lasso | 7 | 0.29 | 7.7e-11 | 6.1 | 5.7 | 9.8e-09 | 0.04 | 1.00 | 0.00 | FALSE |
24 | GTEx | Colon Transverse | RP11-996F15.2 | 0.31 | 0.32 | lasso | 1 | 0.31 | 3.5e-15 | 6.1 | 6.1 | 1.0e-09 | 0.04 | 1.00 | 0.00 | FALSE |
25 | GTEx | Esophagus Gastroesophageal Junction | RP11-996F15.2 | 0.50 | 0.42 | lasso | 8 | 0.42 | 1.4e-16 | 6.1 | 6.0 | 2.2e-09 | 0.03 | 1.00 | 0.00 | FALSE |
26 | GTEx | Esophagus Mucosa | MRPS35 | 0.18 | 0.00 | enet | 20 | 0.01 | 6.6e-02 | -3.3 | 6.0 | 1.7e-09 | -0.05 | 0.10 | 0.04 | FALSE |
27 | GTEx | Esophagus Mucosa | RP11-996F15.2 | 0.39 | 0.43 | lasso | 7 | 0.45 | 6.2e-33 | 6.1 | 5.9 | 3.7e-09 | 0.04 | 1.00 | 0.00 | FALSE |
28 | GTEx | Esophagus Muscularis | RP11-996F15.2 | 0.56 | 0.45 | enet | 31 | 0.47 | 1.3e-31 | 6.1 | 5.3 | 1.4e-07 | 0.04 | 1.00 | 0.00 | FALSE |
29 | GTEx | Heart Atrial Appendage | RP11-967K21.1 | 0.08 | 0.09 | lasso | 1 | 0.08 | 2.3e-04 | -6.1 | 6.2 | 7.8e-10 | -0.03 | 0.48 | 0.04 | FALSE |
30 | GTEx | Lung | RP11-996F15.2 | 0.50 | 0.46 | lasso | 5 | 0.46 | 1.9e-39 | 6.1 | 6.0 | 2.1e-09 | 0.03 | 1.00 | 0.00 | FALSE |
31 | GTEx | Muscle Skeletal | RP11-967K21.1 | 0.04 | 0.01 | lasso | 9 | 0.00 | 2.9e-01 | -5.8 | 6.5 | 1.1e-10 | -0.07 | 0.30 | 0.04 | FALSE |
32 | GTEx | Muscle Skeletal | RP11-996F15.2 | 0.24 | 0.26 | lasso | 11 | 0.25 | 9.3e-25 | 6.0 | 6.0 | 2.5e-09 | 0.04 | 1.00 | 0.00 | FALSE |
33 | GTEx | Nerve Tibial | RP11-996F15.2 | 0.52 | 0.53 | lasso | 5 | 0.56 | 3.3e-47 | 6.1 | 5.7 | 1.2e-08 | 0.05 | 1.00 | 0.00 | FALSE |
34 | GTEx | Ovary | RP11-996F15.2 | 0.50 | 0.46 | enet | 22 | 0.54 | 1.1e-15 | 5.8 | 6.3 | 3.6e-10 | 0.04 | 1.00 | 0.00 | FALSE |
35 | GTEx | Pancreas | RP11-996F15.2 | 0.56 | 0.46 | enet | 22 | 0.48 | 1.8e-22 | 6.1 | 6.0 | 2.7e-09 | 0.03 | 1.00 | 0.00 | FALSE |
36 | GTEx | Pituitary | RP11-996F15.2 | 0.54 | 0.42 | lasso | 8 | 0.32 | 7.7e-09 | 6.1 | 5.8 | 7.3e-09 | 0.05 | 0.97 | 0.00 | FALSE |
37 | GTEx | Prostate | RP11-996F15.2 | 0.49 | 0.36 | enet | 32 | 0.39 | 6.0e-11 | 6.1 | 5.4 | 8.3e-08 | 0.02 | 0.95 | 0.00 | FALSE |
38 | GTEx | Skin Not Sun Exposed Suprapubic | CCDC91 | 0.26 | 0.05 | lasso | 15 | 0.04 | 4.1e-03 | -6.4 | -7.7 | 1.4e-14 | 0.06 | 0.92 | 0.00 | TRUE |
39 | GTEx | Skin Sun Exposed Lower leg | CCDC91 | 0.09 | 0.01 | enet | 8 | 0.01 | 2.6e-02 | -6.1 | -5.4 | 6.1e-08 | 0.03 | 0.58 | 0.02 | FALSE |
40 | GTEx | Skin Sun Exposed Lower leg | RP11-996F15.2 | 0.50 | 0.48 | enet | 21 | 0.50 | 1.5e-47 | 6.0 | 5.6 | 1.9e-08 | 0.04 | 1.00 | 0.00 | FALSE |
41 | GTEx | Small Intestine Terminal Ileum | RP11-996F15.2 | 0.60 | 0.51 | lasso | 5 | 0.46 | 7.1e-12 | 6.0 | 5.9 | 4.4e-09 | 0.04 | 0.98 | 0.00 | FALSE |
42 | GTEx | Spleen | RP11-996F15.2 | 0.53 | 0.49 | lasso | 5 | 0.46 | 1.7e-13 | 6.0 | 6.2 | 4.1e-10 | 0.05 | 1.00 | 0.00 | FALSE |
43 | GTEx | Stomach | RP11-996F15.2 | 0.35 | 0.41 | lasso | 3 | 0.40 | 1.4e-20 | 6.1 | 6.1 | 1.4e-09 | 0.04 | 1.00 | 0.00 | FALSE |
44 | GTEx | Testis | RP11-996F15.2 | 0.28 | 0.35 | lasso | 2 | 0.37 | 2.7e-17 | 6.1 | 5.9 | 4.1e-09 | 0.03 | 1.00 | 0.00 | FALSE |
45 | GTEx | Thyroid | RP11-996F15.2 | 0.54 | 0.54 | lasso | 8 | 0.55 | 9.1e-50 | 6.0 | 6.0 | 1.7e-09 | 0.04 | 1.00 | 0.00 | FALSE |
46 | GTEx | Vagina | RP11-996F15.2 | 0.44 | 0.31 | enet | 23 | 0.27 | 5.9e-07 | 6.0 | 5.5 | 3.1e-08 | 0.03 | 0.83 | 0.01 | FALSE |
47 | GTEx | Whole Blood | RP11-996F15.2 | 0.20 | 0.18 | enet | 11 | 0.18 | 9.2e-17 | 6.1 | 6.6 | 4.4e-11 | 0.04 | 1.00 | 0.00 | FALSE |
48 | METSIM | Adipose | MRPS35 | 0.06 | 0.00 | blup | 542 | 0.01 | 2.1e-02 | -3.0 | 6.5 | 6.6e-11 | -0.06 | 0.13 | 0.06 | FALSE |
49 | ROSMAP | Brain Pre-frontal Cortex | RASSF8 | 0.06 | 0.01 | enet | 19 | 0.03 | 6.6e-05 | -1.5 | -6.3 | 3.7e-10 | -0.24 | 0.29 | 0.27 | TRUE |
50 | ROSMAP | Brain Pre-frontal Cortex | MED21 | 0.08 | 0.00 | blup | 537 | 0.04 | 1.6e-05 | 3.0 | 5.8 | 7.7e-09 | 0.02 | 0.13 | 0.43 | TRUE |
51 | ROSMAP | Brain Pre-frontal Cortex | RP11-996F15.2 | 0.21 | 0.22 | lasso | 7 | 0.24 | 5.1e-30 | 6.1 | 5.7 | 1.5e-08 | 0.04 | 1.00 | 0.00 | FALSE |
52 | YFS | Blood | ITPR2 | 0.27 | 0.19 | lasso | 7 | 0.22 | 1.9e-69 | 6.6 | -6.4 | 1.9e-10 | -0.65 | 1.00 | 0.00 | TRUE |
53 | The Cancer Genome Atlas | Breast Invasive Carcinoma | CCDC91 | 0.04 | 0.04 | lasso | 3 | 0.03 | 1.8e-06 | -6.1 | -6.2 | 6.2e-10 | 0.05 | 1.00 | 0.00 | FALSE |
54 | The Cancer Genome Atlas | Breast Invasive Carcinoma | ERGIC2 | 0.03 | 0.00 | blup | 62 | 0.02 | 2.6e-04 | -2.8 | -5.4 | 7.2e-08 | -0.05 | 0.02 | 0.66 | FALSE |
55 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | ERGIC2 | 0.04 | 0.03 | lasso | 2 | 0.03 | 1.3e-04 | 6.1 | -6.0 | 1.8e-09 | -0.04 | 0.00 | 0.99 | FALSE |
56 | The Cancer Genome Atlas | Pheochromocytoma and Paraganglioma | CCDC91 | 0.09 | 0.11 | lasso | 2 | 0.12 | 2.3e-05 | -6.1 | -6.1 | 1.2e-09 | 0.05 | 0.70 | 0.09 | FALSE |
57 | The Cancer Genome Atlas | Prostate Adenocarcinoma | BHLHE41 | 0.03 | 0.02 | enet | 9 | 0.02 | 2.8e-03 | -4.3 | 5.7 | 1.4e-08 | 0.21 | 0.10 | 0.04 | FALSE |
58 | The Cancer Genome Atlas | Thyroid Carcinoma | ERGIC2 | 0.19 | 0.10 | blup | 62 | 0.11 | 1.1e-10 | 5.8 | -6.7 | 2.9e-11 | -0.05 | 0.00 | 1.00 | TRUE |
59 | The Cancer Genome Atlas | Thyroid Carcinoma | SSPN | 0.08 | 0.03 | lasso | 4 | 0.04 | 7.5e-05 | -9.7 | 9.8 | 1.1e-22 | 0.16 | 0.24 | 0.02 | TRUE |