Best TWAS P=6.77e-10 · Best GWAS P=4.03e-11 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 | EXOSC6 | 0.24 | 0.25 | enet | 14 | 0.24 | 1.5e-29 | 5.2 | 5.6 | 2.6e-08 | 0.28 | 0.64 | 0.35 | FALSE |
2 | CommonMind | Brain Pre-frontal Cortex | PRMT7 | 0.23 | 0.19 | bslmm | 319 | 0.19 | 2.2e-22 | 5.7 | 5.8 | 5.2e-09 | -0.01 | 0.00 | 1.00 | FALSE |
3 | CommonMind | Brain Pre-frontal Cortex | WWP2 | 0.10 | 0.04 | bslmm | 274 | 0.06 | 4.4e-08 | 4.9 | -5.6 | 2.0e-08 | -0.39 | 0.97 | 0.02 | FALSE |
4 | GTEx | Adipose Subcutaneous | EXOSC6 | 0.27 | 0.28 | enet | 26 | 0.32 | 3.1e-27 | 5.0 | 5.6 | 2.7e-08 | 0.27 | 0.69 | 0.31 | FALSE |
5 | GTEx | Adipose Subcutaneous | RP11-296I10.6 | 0.30 | 0.27 | lasso | 7 | 0.31 | 8.4e-26 | 5.1 | 5.4 | 7.3e-08 | 0.26 | 0.66 | 0.34 | FALSE |
6 | GTEx | Adipose Visceral Omentum | EXOSC6 | 0.26 | 0.29 | lasso | 6 | 0.32 | 3.3e-17 | 5.0 | 5.2 | 1.5e-07 | 0.31 | 0.73 | 0.27 | FALSE |
7 | GTEx | Adrenal Gland | EXOSC6 | 0.22 | 0.18 | enet | 6 | 0.17 | 1.1e-06 | 5.0 | 5.4 | 6.7e-08 | 0.22 | 0.59 | 0.28 | TRUE |
8 | GTEx | Adrenal Gland | RP11-296I10.6 | 0.13 | 0.09 | enet | 18 | 0.04 | 1.4e-02 | 5.1 | 5.5 | 3.6e-08 | 0.15 | 0.26 | 0.16 | FALSE |
9 | GTEx | Artery Coronary | EXOSC6 | 0.29 | 0.24 | enet | 10 | 0.20 | 2.1e-07 | 5.0 | 5.3 | 1.4e-07 | 0.22 | 0.66 | 0.33 | FALSE |
10 | GTEx | Artery Tibial | EXOSC6 | 0.27 | 0.32 | enet | 10 | 0.30 | 5.5e-24 | 5.1 | 5.5 | 4.4e-08 | 0.25 | 0.65 | 0.35 | FALSE |
11 | GTEx | Brain Cerebellar Hemisphere | PDXDC2P | 0.33 | 0.16 | enet | 11 | 0.27 | 1.4e-07 | 5.1 | 5.8 | 5.5e-09 | 0.45 | 0.54 | 0.18 | TRUE |
12 | GTEx | Brain Cerebellar Hemisphere | EXOSC6 | 0.51 | 0.15 | lasso | 11 | 0.26 | 2.9e-07 | 5.1 | 6.0 | 2.6e-09 | 0.40 | 0.46 | 0.30 | FALSE |
13 | GTEx | Brain Cerebellar Hemisphere | RP11-296I10.6 | 0.19 | 0.20 | lasso | 5 | 0.19 | 1.5e-05 | 5.1 | 5.2 | 2.1e-07 | 0.24 | 0.25 | 0.30 | FALSE |
14 | GTEx | Brain Cerebellum | EXOSC6 | 0.31 | 0.24 | enet | 23 | 0.22 | 5.7e-07 | 5.0 | 5.2 | 2.0e-07 | 0.22 | 0.63 | 0.29 | TRUE |
15 | GTEx | Brain Cerebellum | RP11-296I10.6 | 0.18 | 0.21 | lasso | 2 | 0.18 | 5.8e-06 | 5.0 | 5.3 | 1.2e-07 | 0.25 | 0.49 | 0.28 | FALSE |
16 | GTEx | Brain Hippocampus | EXOSC6 | 0.17 | 0.06 | lasso | 4 | 0.03 | 6.7e-02 | 5.1 | 6.1 | 1.1e-09 | 0.25 | 0.05 | 0.09 | TRUE |
17 | GTEx | Brain Nucleus accumbens basal ganglia | EXOSC6 | 0.22 | 0.12 | enet | 12 | 0.12 | 3.3e-04 | 5.1 | 5.9 | 3.5e-09 | 0.37 | 0.26 | 0.18 | FALSE |
18 | GTEx | Brain Nucleus accumbens basal ganglia | RP11-296I10.6 | 0.15 | 0.11 | lasso | 3 | 0.08 | 3.0e-03 | 5.0 | 6.0 | 2.3e-09 | 0.38 | 0.08 | 0.40 | FALSE |
19 | GTEx | Brain Putamen basal ganglia | RP11-296I10.6 | 0.24 | 0.01 | enet | 18 | 0.04 | 3.2e-02 | 5.0 | 5.3 | 9.0e-08 | 0.39 | 0.15 | 0.37 | FALSE |
20 | GTEx | Breast Mammary Tissue (Female) | EXOSC6 | 0.52 | 0.26 | enet | 21 | 0.27 | 1.4e-08 | 5.1 | 5.4 | 6.8e-08 | 0.36 | 0.57 | 0.30 | FALSE |
21 | GTEx | Cells Transformed fibroblasts | PDXDC2P | 0.25 | 0.10 | enet | 15 | 0.21 | 1.5e-15 | 4.9 | 5.4 | 5.4e-08 | 0.35 | 0.99 | 0.01 | FALSE |
22 | GTEx | Cells Transformed fibroblasts | EXOSC6 | 0.18 | 0.19 | enet | 12 | 0.23 | 2.1e-17 | 5.1 | 5.5 | 4.0e-08 | 0.26 | 0.64 | 0.36 | FALSE |
23 | GTEx | Cells Transformed fibroblasts | RP11-296I10.6 | 0.10 | 0.09 | enet | 9 | 0.10 | 6.1e-08 | 5.1 | 5.4 | 5.3e-08 | 0.28 | 0.67 | 0.32 | FALSE |
24 | GTEx | Colon Sigmoid | RP11-296I10.6 | 0.32 | 0.33 | enet | 20 | 0.33 | 2.2e-12 | 5.1 | 5.3 | 1.1e-07 | 0.20 | 0.69 | 0.31 | FALSE |
25 | GTEx | Colon Transverse | EXOSC6 | 0.32 | 0.31 | enet | 8 | 0.31 | 2.1e-15 | 5.0 | 5.4 | 7.3e-08 | 0.23 | 0.68 | 0.32 | FALSE |
26 | GTEx | Esophagus Mucosa | EXOSC6 | 0.12 | 0.20 | enet | 5 | 0.19 | 1.6e-12 | 5.0 | 5.2 | 2.2e-07 | 0.22 | 0.70 | 0.30 | FALSE |
27 | GTEx | Esophagus Muscularis | EXOSC6 | 0.30 | 0.33 | enet | 13 | 0.37 | 6.7e-24 | 5.1 | 5.5 | 4.8e-08 | 0.21 | 0.66 | 0.34 | FALSE |
28 | GTEx | Esophagus Muscularis | RP11-296I10.6 | 0.32 | 0.27 | enet | 24 | 0.32 | 4.0e-20 | 5.0 | 5.3 | 1.2e-07 | 0.21 | 0.74 | 0.26 | FALSE |
29 | GTEx | Heart Atrial Appendage | RP11-296I10.6 | 0.18 | 0.19 | enet | 16 | 0.16 | 1.1e-07 | 5.1 | 5.4 | 7.7e-08 | 0.27 | 0.69 | 0.31 | FALSE |
30 | GTEx | Lung | NFATC3 | 0.04 | 0.01 | lasso | 4 | 0.01 | 4.1e-02 | -4.8 | 5.3 | 1.1e-07 | -0.09 | 0.10 | 0.67 | FALSE |
31 | GTEx | Muscle Skeletal | EXOSC6 | 0.28 | 0.32 | enet | 20 | 0.32 | 4.2e-32 | 5.1 | 5.4 | 6.5e-08 | 0.26 | 0.66 | 0.34 | FALSE |
32 | GTEx | Muscle Skeletal | RP11-296I10.6 | 0.11 | 0.15 | enet | 16 | 0.15 | 1.8e-14 | 5.0 | 5.7 | 1.0e-08 | 0.29 | 0.69 | 0.31 | TRUE |
33 | GTEx | Nerve Tibial | PDXDC2P | 0.40 | 0.24 | lasso | 9 | 0.43 | 9.9e-33 | 4.9 | 5.2 | 2.5e-07 | 0.32 | 0.99 | 0.01 | FALSE |
34 | GTEx | Nerve Tibial | EXOSC6 | 0.28 | 0.37 | enet | 10 | 0.41 | 1.1e-30 | 5.0 | 5.3 | 1.2e-07 | 0.22 | 0.70 | 0.30 | FALSE |
35 | GTEx | Nerve Tibial | RP11-296I10.6 | 0.32 | 0.40 | enet | 23 | 0.43 | 5.1e-33 | 5.0 | 5.7 | 1.1e-08 | 0.26 | 0.71 | 0.28 | FALSE |
36 | GTEx | Ovary | PDXDC2P | 0.45 | 0.11 | lasso | 7 | 0.28 | 1.6e-07 | -3.2 | 5.2 | 1.5e-07 | 0.39 | 0.50 | 0.16 | TRUE |
37 | GTEx | Ovary | RP11-296I10.6 | 0.35 | 0.28 | enet | 18 | 0.27 | 2.2e-07 | 5.1 | 5.9 | 4.1e-09 | 0.46 | 0.28 | 0.42 | FALSE |
38 | GTEx | Pituitary | ZDHHC1 | 0.23 | 0.13 | lasso | 4 | 0.08 | 4.0e-03 | -4.0 | -5.5 | 3.5e-08 | -0.05 | 0.04 | 0.43 | TRUE |
39 | GTEx | Prostate | RP11-296I10.6 | 0.20 | 0.18 | lasso | 4 | 0.19 | 1.9e-05 | 5.1 | 5.1 | 3.1e-07 | 0.22 | 0.22 | 0.17 | FALSE |
40 | GTEx | Skin Not Sun Exposed Suprapubic | RP11-296I10.6 | 0.21 | 0.24 | enet | 17 | 0.24 | 1.4e-13 | 5.1 | 5.2 | 1.9e-07 | 0.22 | 0.68 | 0.32 | FALSE |
41 | GTEx | Skin Sun Exposed Lower leg | NFATC3 | 0.06 | 0.04 | enet | 9 | 0.05 | 6.6e-05 | -5.1 | 5.3 | 1.4e-07 | -0.09 | 0.13 | 0.62 | TRUE |
42 | GTEx | Skin Sun Exposed Lower leg | EXOSC6 | 0.21 | 0.21 | enet | 10 | 0.22 | 3.9e-18 | 5.1 | 5.4 | 7.1e-08 | 0.25 | 0.67 | 0.33 | FALSE |
43 | GTEx | Skin Sun Exposed Lower leg | RP11-296I10.6 | 0.20 | 0.25 | enet | 15 | 0.24 | 8.4e-20 | 5.1 | 5.3 | 1.2e-07 | 0.22 | 0.67 | 0.33 | FALSE |
44 | GTEx | Spleen | RP11-296I10.6 | 0.30 | 0.20 | enet | 12 | 0.16 | 5.5e-05 | 5.1 | 5.2 | 2.3e-07 | 0.22 | 0.43 | 0.27 | FALSE |
45 | GTEx | Testis | NFATC3 | 0.23 | 0.16 | lasso | 7 | 0.17 | 6.0e-08 | 4.4 | 5.9 | 4.1e-09 | 0.02 | 0.66 | 0.32 | FALSE |
46 | GTEx | Testis | RP11-296I10.6 | 0.10 | 0.04 | enet | 7 | 0.07 | 6.2e-04 | 5.1 | 5.5 | 4.3e-08 | 0.27 | 0.16 | 0.20 | FALSE |
47 | GTEx | Testis | RP11-67A1.2 | 0.20 | 0.02 | lasso | 6 | 0.09 | 8.3e-05 | 4.4 | 5.4 | 5.6e-08 | 0.05 | 0.55 | 0.20 | TRUE |
48 | GTEx | Thyroid | ZDHHC1 | 0.07 | 0.03 | lasso | 6 | 0.02 | 1.6e-02 | -5.3 | -5.5 | 5.0e-08 | -0.02 | 0.01 | 0.96 | FALSE |
49 | GTEx | Uterus | PDXDC2P | 0.31 | 0.20 | enet | 28 | 0.24 | 1.3e-05 | 4.0 | 5.4 | 7.6e-08 | 0.40 | 0.06 | 0.50 | TRUE |
50 | GTEx | Whole Blood | ATP6V0D1 | 0.08 | 0.00 | enet | 13 | 0.00 | 3.6e-01 | -4.2 | 5.2 | 1.6e-07 | 0.02 | 0.04 | 0.83 | TRUE |
51 | GTEx | Whole Blood | EXOSC6 | 0.14 | 0.12 | enet | 10 | 0.11 | 3.5e-10 | 5.1 | 5.2 | 1.8e-07 | 0.21 | 0.69 | 0.31 | FALSE |
52 | GTEx | Whole Blood | RP11-296I10.6 | 0.08 | 0.07 | enet | 16 | 0.09 | 2.3e-08 | 5.1 | 5.7 | 1.3e-08 | 0.23 | 0.64 | 0.36 | FALSE |
53 | METSIM | Adipose | EXOSC6 | 0.30 | 0.24 | bslmm | 194 | 0.25 | 5.8e-37 | 5.1 | 5.4 | 8.1e-08 | 0.24 | 0.67 | 0.33 | TRUE |
54 | METSIM | Adipose | NOB1 | 0.03 | 0.03 | lasso | 2 | 0.03 | 2.8e-05 | -4.8 | 5.2 | 1.5e-07 | 0.76 | 0.07 | 0.92 | TRUE |
55 | METSIM | Adipose | PLA2G15 | 0.03 | 0.01 | blup | 287 | 0.01 | 4.8e-03 | -5.1 | -5.1 | 3.1e-07 | 0.06 | 0.06 | 0.74 | FALSE |
56 | METSIM | Adipose | RLTPR | 0.04 | 0.00 | bslmm | 211 | 0.00 | 1.1e-01 | -5.5 | -5.3 | 8.8e-08 | -0.06 | 0.03 | 0.79 | TRUE |
57 | NTR | Blood | ATP6V0D1 | 0.02 | 0.01 | bslmm | 220 | 0.01 | 1.6e-04 | -4.3 | 5.3 | 1.1e-07 | 0.00 | 0.13 | 0.75 | FALSE |
58 | NTR | Blood | ESRP2 | 0.03 | 0.03 | lasso | 5 | 0.02 | 7.7e-08 | 4.3 | -5.1 | 2.9e-07 | 0.01 | 0.60 | 0.39 | FALSE |
59 | NTR | Blood | EXOSC6 | 0.06 | 0.07 | bslmm | 195 | 0.07 | 2.7e-22 | 5.0 | 5.6 | 1.9e-08 | 0.32 | 0.66 | 0.34 | FALSE |
60 | YFS | Blood | ATP6V0D1 | 0.14 | 0.18 | lasso | 15 | 0.20 | 1.8e-63 | -5.2 | 5.3 | 1.2e-07 | 0.02 | 0.02 | 0.97 | FALSE |
61 | YFS | Blood | EXOSC6 | 0.24 | 0.24 | lasso | 5 | 0.25 | 2.4e-81 | 5.0 | 5.2 | 1.6e-07 | 0.27 | 0.64 | 0.35 | FALSE |
62 | YFS | Blood | NFATC3 | 0.13 | 0.07 | enet | 36 | 0.10 | 7.1e-31 | 4.3 | 5.2 | 2.2e-07 | 0.03 | 0.74 | 0.24 | FALSE |
63 | YFS | Blood | PDPR | 0.02 | 0.00 | enet | 20 | 0.01 | 1.8e-05 | 1.9 | -5.3 | 8.8e-08 | -0.47 | 0.05 | 0.08 | FALSE |
64 | YFS | Blood | ZDHHC1 | 0.05 | 0.05 | enet | 26 | 0.05 | 1.8e-16 | -5.3 | -5.2 | 1.7e-07 | -0.02 | 0.03 | 0.97 | FALSE |
65 | The Cancer Genome Atlas | Bladder Urothelial Carcinoma | PDXDC2 | 0.06 | 0.02 | blup | 26 | 0.06 | 9.7e-06 | 5.1 | 5.1 | 3.0e-07 | 0.39 | 0.02 | 0.95 | TRUE |
66 | The Cancer Genome Atlas | Breast Invasive Carcinoma | EXOSC6 | 0.08 | 0.08 | lasso | 2 | 0.08 | 2.8e-15 | 5.2 | 5.2 | 2.5e-07 | 0.22 | 0.00 | 1.00 | FALSE |
67 | The Cancer Genome Atlas | Breast Invasive Carcinoma | ZDHHC1 | 0.02 | 0.01 | lasso | 1 | 0.01 | 2.4e-03 | -5.6 | 5.5 | 2.8e-08 | 0.02 | 0.01 | 0.85 | TRUE |
68 | The Cancer Genome Atlas | Colon Adenocarcinoma | EXOSC6 | 0.15 | 0.13 | lasso | 2 | 0.12 | 1.5e-07 | 5.2 | 5.3 | 1.3e-07 | 0.25 | 0.00 | 1.00 | FALSE |
69 | The Cancer Genome Atlas | Glioblastoma Multiforme | EXOSC6 | 0.18 | 0.25 | lasso | 1 | 0.23 | 1.2e-07 | 5.2 | 5.2 | 2.2e-07 | 0.22 | 0.00 | 1.00 | FALSE |
70 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | HYDIN | 0.02 | 0.00 | blup | 61 | 0.02 | 2.6e-03 | 4.7 | 5.8 | 6.0e-09 | 0.05 | 0.03 | 0.79 | TRUE |
71 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | AARS | 0.05 | 0.02 | enet | 6 | 0.03 | 9.8e-03 | 5.2 | -5.2 | 2.2e-07 | -0.13 | 0.00 | 0.56 | FALSE |
72 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | EXOSC6 | 0.17 | 0.17 | enet | 5 | 0.17 | 9.2e-10 | 5.2 | 5.5 | 2.8e-08 | 0.24 | 0.00 | 1.00 | FALSE |
73 | The Cancer Genome Atlas | Brain Lower Grade Glioma | PDXDC2 | 0.15 | 0.25 | enet | 12 | 0.29 | 8.2e-33 | 4.8 | 5.3 | 9.8e-08 | 0.44 | 0.02 | 0.98 | FALSE |
74 | The Cancer Genome Atlas | Brain Lower Grade Glioma | PRMT7 | 0.19 | 0.14 | enet | 5 | 0.15 | 6.9e-17 | 5.8 | 6.2 | 6.8e-10 | 0.01 | 0.00 | 1.00 | TRUE |
75 | The Cancer Genome Atlas | Liver Hepatocellular Carcinoma | HYDIN | 0.09 | 0.02 | blup | 61 | 0.06 | 7.7e-04 | 4.7 | 5.2 | 2.1e-07 | 0.05 | 0.03 | 0.71 | TRUE |
76 | The Cancer Genome Atlas | Lung Adenocarcinoma | ATP6V0D1 | 0.04 | 0.02 | blup | 33 | 0.03 | 4.7e-04 | -4.3 | 5.1 | 3.1e-07 | 0.02 | 0.02 | 0.96 | FALSE |
77 | The Cancer Genome Atlas | Lung Adenocarcinoma | EXOSC6 | 0.09 | 0.13 | enet | 5 | 0.13 | 4.2e-15 | 5.2 | 5.4 | 8.5e-08 | 0.27 | 0.00 | 1.00 | FALSE |
78 | The Cancer Genome Atlas | Lung Adenocarcinoma | PRMT7 | 0.05 | 0.05 | lasso | 1 | 0.04 | 5.3e-06 | 5.7 | 5.7 | 1.5e-08 | 0.00 | 0.00 | 0.99 | FALSE |
79 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | PRMT7 | 0.15 | 0.18 | lasso | 4 | 0.18 | 1.4e-20 | 5.7 | 5.4 | 5.3e-08 | 0.00 | 0.00 | 1.00 | FALSE |
80 | The Cancer Genome Atlas | Pancreatic Adenocarcinoma | EXOSC6 | 0.43 | 0.27 | lasso | 2 | 0.26 | 1.7e-11 | 5.2 | 5.2 | 2.2e-07 | 0.22 | 0.00 | 1.00 | FALSE |
81 | The Cancer Genome Atlas | Pancreatic Adenocarcinoma | HYDIN | 0.08 | 0.03 | blup | 61 | 0.03 | 2.2e-02 | 4.7 | 5.4 | 8.1e-08 | 0.06 | 0.03 | 0.57 | FALSE |
82 | The Cancer Genome Atlas | Pancreatic Adenocarcinoma | NFATC3 | 0.23 | 0.05 | enet | 17 | 0.06 | 1.5e-03 | -3.0 | 5.5 | 3.7e-08 | 0.03 | 0.01 | 0.08 | FALSE |
83 | The Cancer Genome Atlas | Prostate Adenocarcinoma | EXOSC6 | 0.19 | 0.23 | enet | 3 | 0.21 | 1.2e-21 | 5.2 | 5.2 | 1.9e-07 | 0.24 | 0.00 | 1.00 | FALSE |
84 | The Cancer Genome Atlas | Rectum Adenocarcinoma | LRRC36 | 0.13 | 0.12 | lasso | 14 | 0.11 | 1.4e-03 | -5.5 | -5.5 | 4.5e-08 | -0.03 | 0.01 | 0.66 | FALSE |
85 | The Cancer Genome Atlas | Thyroid Carcinoma | LRRC36 | 0.04 | 0.04 | lasso | 3 | 0.04 | 1.5e-04 | -5.3 | -5.3 | 1.1e-07 | -0.02 | 0.01 | 0.98 | FALSE |
86 | The Cancer Genome Atlas | Thyroid Carcinoma | ZDHHC1 | 0.07 | 0.06 | enet | 7 | 0.07 | 2.9e-07 | -5.3 | -5.3 | 1.3e-07 | -0.03 | 0.02 | 0.98 | FALSE |