Best TWAS P=1.56e-155 · Best GWAS P=6.42e-158 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 | TSEN15 | 0.23 | 0.18 | lasso | 9 | 0.18 | 4.7e-21 | 26.7 | 26.6 | 1.6e-155 | 0.99 | 0.00 | 1.00 | TRUE |
2 | GTEx | Adipose Subcutaneous | RGL1 | 0.15 | 0.01 | lasso | 4 | 0.01 | 1.1e-01 | 2.6 | 5.9 | 3.7e-09 | 0.04 | 0.11 | 0.05 | FALSE |
3 | GTEx | Adipose Subcutaneous | RP11-181K3.4 | 0.09 | 0.11 | enet | 9 | 0.09 | 6.7e-08 | 10.5 | 10.5 | 1.2e-25 | 0.06 | 0.68 | 0.32 | FALSE |
4 | GTEx | Adipose Visceral Omentum | RP11-181K3.4 | 0.13 | 0.06 | lasso | 3 | 0.14 | 8.3e-08 | 10.5 | 10.8 | 4.9e-27 | 0.07 | 0.11 | 0.88 | FALSE |
5 | GTEx | Adrenal Gland | EDEM3 | 0.11 | 0.01 | enet | 11 | 0.00 | 2.9e-01 | -3.5 | 5.5 | 4.8e-08 | -0.01 | 0.30 | 0.08 | FALSE |
6 | GTEx | Adrenal Gland | ARPC5 | 0.13 | 0.06 | lasso | 8 | 0.04 | 1.2e-02 | 2.5 | 7.9 | 2.9e-15 | 0.25 | 0.12 | 0.44 | FALSE |
7 | GTEx | Artery Aorta | RP11-181K3.4 | 0.17 | 0.01 | enet | 16 | 0.02 | 2.3e-02 | 10.5 | 9.5 | 1.8e-21 | 0.09 | 0.11 | 0.85 | FALSE |
8 | GTEx | Artery Coronary | FAM129A | 0.17 | 0.03 | enet | 26 | 0.08 | 1.4e-03 | -4.9 | 5.2 | 2.6e-07 | 0.04 | 0.14 | 0.05 | FALSE |
9 | GTEx | Artery Tibial | EDEM3 | 0.23 | 0.16 | enet | 24 | 0.19 | 1.7e-14 | -3.3 | 5.3 | 1.4e-07 | 0.05 | 1.00 | 0.00 | FALSE |
10 | GTEx | Artery Tibial | SMG7 | 0.11 | 0.02 | lasso | 3 | 0.04 | 2.8e-04 | 4.2 | -5.9 | 3.9e-09 | -0.09 | 0.35 | 0.02 | FALSE |
11 | GTEx | Artery Tibial | LAMC1 | 0.10 | 0.10 | lasso | 5 | 0.10 | 2.2e-08 | 10.5 | -10.4 | 1.5e-25 | -0.06 | 0.18 | 0.82 | FALSE |
12 | GTEx | Artery Tibial | TSEN15 | 0.10 | 0.07 | lasso | 5 | 0.05 | 6.3e-05 | -10.4 | -6.5 | 6.1e-11 | -0.10 | 0.57 | 0.06 | FALSE |
13 | GTEx | Artery Tibial | RP11-181K3.4 | 0.07 | 0.07 | lasso | 15 | 0.05 | 1.1e-04 | 10.5 | 10.8 | 2.9e-27 | 0.09 | 0.32 | 0.65 | FALSE |
14 | GTEx | Brain Cerebellar Hemisphere | LAMC1 | 0.50 | 0.16 | enet | 13 | 0.13 | 3.8e-04 | 10.6 | 10.6 | 2.0e-26 | 0.06 | 0.07 | 0.91 | FALSE |
15 | GTEx | Brain Cerebellar Hemisphere | TSEN15 | 0.38 | 0.08 | lasso | 13 | 0.16 | 5.3e-05 | 26.8 | 23.9 | 4.6e-126 | 0.90 | 0.01 | 0.98 | FALSE |
16 | GTEx | Brain Cerebellum | LAMC1 | 0.27 | 0.36 | enet | 29 | 0.29 | 3.5e-09 | 10.6 | 10.9 | 1.9e-27 | 0.02 | 0.05 | 0.95 | TRUE |
17 | GTEx | Brain Cerebellum | COLGALT2 | 0.49 | 0.05 | lasso | 8 | 0.10 | 9.2e-04 | 14.5 | -14.2 | 1.0e-45 | -0.39 | 0.09 | 0.29 | FALSE |
18 | GTEx | Brain Frontal Cortex BA9 | LAMC2 | 0.20 | 0.05 | lasso | 5 | 0.10 | 1.0e-03 | -8.5 | -8.0 | 1.2e-15 | 0.05 | 0.12 | 0.75 | FALSE |
19 | GTEx | Cells EBV-transformed lymphocytes | RP11-181K3.4 | 0.15 | 0.03 | enet | 30 | 0.06 | 3.8e-03 | 10.5 | 6.5 | 9.4e-11 | 0.04 | 0.04 | 0.87 | FALSE |
20 | GTEx | Cells Transformed fibroblasts | RP11-181K3.4 | 0.05 | 0.01 | lasso | 2 | 0.01 | 1.2e-01 | -7.4 | 7.3 | 1.9e-13 | -0.01 | 0.05 | 0.62 | FALSE |
21 | GTEx | Colon Transverse | TSEN15 | 0.17 | 0.05 | enet | 18 | 0.06 | 7.2e-04 | 15.2 | 18.3 | 5.6e-75 | 0.73 | 0.06 | 0.88 | TRUE |
22 | GTEx | Esophagus Mucosa | EDEM3 | 0.09 | 0.02 | enet | 23 | 0.02 | 1.3e-02 | 2.4 | 5.2 | 2.2e-07 | 0.08 | 0.34 | 0.04 | FALSE |
23 | GTEx | Esophagus Mucosa | LAMC1 | 0.17 | 0.01 | enet | 40 | 0.07 | 2.8e-05 | -7.0 | -7.3 | 2.6e-13 | -0.03 | 0.05 | 0.90 | FALSE |
24 | GTEx | Esophagus Mucosa | TSEN15 | 0.08 | 0.07 | lasso | 2 | 0.05 | 2.6e-04 | -10.7 | -10.7 | 1.2e-26 | -0.21 | 0.66 | 0.01 | TRUE |
25 | GTEx | Esophagus Muscularis | LAMC1 | 0.11 | 0.08 | enet | 9 | 0.03 | 4.4e-03 | 11.0 | -10.7 | 6.9e-27 | -0.05 | 0.02 | 0.97 | FALSE |
26 | GTEx | Esophagus Muscularis | RP11-181K3.4 | 0.05 | 0.09 | lasso | 1 | 0.07 | 3.9e-05 | 10.7 | 10.7 | 6.2e-27 | 0.06 | 0.11 | 0.87 | FALSE |
27 | GTEx | Lung | LAMC1 | 0.18 | 0.20 | enet | 33 | 0.19 | 2.3e-14 | 10.7 | -10.7 | 8.8e-27 | -0.07 | 0.18 | 0.82 | FALSE |
28 | GTEx | Lung | COLGALT2 | 0.15 | 0.02 | enet | 15 | 0.08 | 1.5e-06 | 6.4 | -13.2 | 1.3e-39 | -0.25 | 0.29 | 0.20 | TRUE |
29 | GTEx | Nerve Tibial | FAM129A | 0.12 | 0.05 | enet | 11 | 0.10 | 1.5e-07 | -4.9 | 5.9 | 2.8e-09 | -0.05 | 0.97 | 0.00 | TRUE |
30 | GTEx | Nerve Tibial | LAMC1 | 0.07 | 0.08 | enet | 30 | 0.05 | 1.1e-04 | 10.6 | 10.1 | 8.2e-24 | 0.10 | 0.23 | 0.76 | FALSE |
31 | GTEx | Nerve Tibial | RP11-181K3.4 | 0.18 | 0.24 | enet | 30 | 0.24 | 2.9e-17 | 10.8 | 10.5 | 8.6e-26 | 0.06 | 0.44 | 0.56 | FALSE |
32 | GTEx | Testis | RP11-181K3.4 | 0.10 | 0.09 | enet | 29 | 0.05 | 2.2e-03 | 10.8 | 8.0 | 1.0e-15 | 0.08 | 0.06 | 0.74 | FALSE |
33 | GTEx | Thyroid | RP11-181K3.4 | 0.12 | 0.07 | lasso | 4 | 0.05 | 5.7e-05 | 10.5 | 10.5 | 5.3e-26 | 0.07 | 0.16 | 0.83 | FALSE |
34 | GTEx | Uterus | NCF2 | 0.49 | 0.02 | enet | 56 | 0.06 | 2.1e-02 | -1.1 | -5.3 | 1.2e-07 | -0.02 | 0.09 | 0.10 | FALSE |
35 | GTEx | Whole Blood | LAMC1 | 0.08 | 0.05 | enet | 21 | 0.04 | 1.0e-04 | 10.5 | 10.2 | 1.7e-24 | 0.06 | 0.05 | 0.95 | FALSE |
36 | GTEx | Whole Blood | ARPC5 | 0.08 | 0.02 | enet | 23 | 0.01 | 5.4e-02 | 2.1 | 7.1 | 1.5e-12 | 0.10 | 0.44 | 0.02 | FALSE |
37 | GTEx | Whole Blood | COLGALT2 | 0.18 | 0.14 | lasso | 9 | 0.13 | 9.0e-12 | 7.5 | -7.0 | 1.9e-12 | -0.12 | 1.00 | 0.00 | FALSE |
38 | METSIM | Adipose | COLGALT2 | 0.15 | 0.13 | bslmm | 539 | 0.13 | 3.1e-19 | 7.5 | -5.7 | 1.1e-08 | -0.09 | 1.00 | 0.00 | FALSE |
39 | METSIM | Adipose | LAMC1 | 0.06 | 0.02 | bslmm | 480 | 0.03 | 2.2e-05 | -9.0 | 6.5 | 5.9e-11 | -0.01 | 0.09 | 0.89 | FALSE |
40 | METSIM | Adipose | SMG7 | 0.10 | 0.01 | blup | 573 | 0.05 | 3.1e-08 | 4.2 | -6.4 | 1.7e-10 | -0.27 | 0.98 | 0.01 | TRUE |
41 | METSIM | Adipose | TSEN15 | 0.06 | 0.02 | enet | 28 | 0.04 | 1.3e-06 | 26.7 | 22.6 | 5.1e-113 | 0.81 | 0.00 | 1.00 | FALSE |
42 | NTR | Blood | GLT25D2 | 0.30 | 0.23 | lasso | 5 | 0.23 | 1.3e-73 | 7.5 | -6.3 | 2.3e-10 | -0.08 | 1.00 | 0.00 | FALSE |
43 | NTR | Blood | LAMC1 | 0.05 | 0.07 | lasso | 11 | 0.07 | 3.7e-21 | -9.1 | 10.1 | 3.7e-24 | -0.03 | 0.56 | 0.44 | FALSE |
44 | NTR | Blood | NCF2 | 0.02 | 0.01 | bslmm | 541 | 0.01 | 1.3e-03 | 2.1 | 5.5 | 2.9e-08 | 0.10 | 0.84 | 0.00 | TRUE |
45 | YFS | Blood | FAM129A | 0.06 | 0.06 | lasso | 10 | 0.06 | 5.7e-20 | -5.3 | -5.5 | 3.4e-08 | 0.01 | 1.00 | 0.00 | FALSE |
46 | YFS | Blood | LAMC1 | 0.10 | 0.17 | lasso | 21 | 0.17 | 2.7e-52 | -9.1 | 9.9 | 3.1e-23 | -0.03 | 1.00 | 0.00 | FALSE |
47 | YFS | Blood | TSEN15 | 0.04 | 0.01 | blup | 513 | 0.02 | 1.1e-07 | 17.1 | 9.1 | 9.0e-20 | 0.37 | 0.63 | 0.34 | TRUE |
48 | The Cancer Genome Atlas | Colon Adenocarcinoma | C1orf26 | 0.07 | 0.02 | blup | 71 | 0.05 | 1.0e-03 | 3.8 | 5.8 | 5.5e-09 | 0.12 | 0.04 | 0.50 | TRUE |
49 | The Cancer Genome Atlas | Colon Adenocarcinoma | GLT25D2 | 0.10 | 0.05 | lasso | 2 | 0.04 | 3.9e-03 | 7.5 | -7.5 | 5.3e-14 | -0.12 | 0.17 | 0.05 | FALSE |
50 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | GLT25D2 | 0.05 | 0.01 | enet | 10 | 0.04 | 6.3e-05 | 7.5 | -20.2 | 8.3e-91 | -0.59 | 0.03 | 0.72 | TRUE |
51 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | TSEN15 | 0.06 | 0.02 | enet | 13 | 0.04 | 1.7e-05 | -10.7 | 5.8 | 6.5e-09 | 0.30 | 0.11 | 0.22 | TRUE |
52 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | GLT25D2 | 0.11 | 0.02 | blup | 119 | 0.05 | 5.1e-06 | -6.9 | -14.9 | 5.5e-50 | -0.54 | 0.13 | 0.37 | FALSE |
53 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | LAMC1 | 0.04 | 0.03 | blup | 108 | 0.04 | 1.2e-05 | 10.8 | -9.6 | 5.2e-22 | -0.07 | 0.10 | 0.88 | FALSE |
54 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | TSEN15 | 0.07 | 0.05 | blup | 52 | 0.06 | 1.7e-07 | 17.1 | 8.4 | 3.0e-17 | 0.42 | 0.60 | 0.34 | FALSE |
55 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | FAM129A | 0.20 | 0.01 | enet | 21 | 0.06 | 2.8e-04 | -3.5 | 5.5 | 3.4e-08 | 0.01 | 0.28 | 0.10 | FALSE |
56 | The Cancer Genome Atlas | Brain Lower Grade Glioma | C1orf26 | 0.03 | 0.01 | blup | 71 | 0.02 | 8.5e-04 | 4.5 | 5.4 | 5.5e-08 | 0.12 | 0.03 | 0.55 | FALSE |
57 | The Cancer Genome Atlas | Brain Lower Grade Glioma | GLT25D2 | 0.15 | 0.10 | enet | 12 | 0.11 | 4.5e-12 | 6.4 | -7.0 | 3.7e-12 | 0.03 | 1.00 | 0.00 | FALSE |
58 | The Cancer Genome Atlas | Brain Lower Grade Glioma | LAMC2 | 0.11 | 0.09 | enet | 14 | 0.09 | 5.9e-10 | -3.7 | -6.0 | 2.2e-09 | 0.02 | 0.98 | 0.02 | FALSE |
59 | The Cancer Genome Atlas | Brain Lower Grade Glioma | TSEN15 | 0.11 | 0.08 | blup | 52 | 0.10 | 6.7e-12 | 26.8 | 22.8 | 7.1e-115 | 0.84 | 0.00 | 1.00 | FALSE |
60 | The Cancer Genome Atlas | Lung Adenocarcinoma | GLT25D2 | 0.06 | 0.04 | lasso | 1 | 0.03 | 1.7e-04 | 7.5 | -7.5 | 5.8e-14 | -0.12 | 0.21 | 0.04 | FALSE |
61 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | TSEN15 | 0.04 | 0.00 | blup | 52 | 0.02 | 5.3e-03 | -10.7 | 5.5 | 4.9e-08 | 0.41 | 0.04 | 0.12 | FALSE |
62 | The Cancer Genome Atlas | Prostate Adenocarcinoma | C1orf21 | 0.07 | 0.07 | lasso | 4 | 0.06 | 2.4e-07 | -7.0 | -7.0 | 2.7e-12 | -0.05 | 0.28 | 0.71 | TRUE |
63 | The Cancer Genome Atlas | Prostate Adenocarcinoma | TSEN15 | 0.15 | 0.12 | lasso | 3 | 0.12 | 3.3e-12 | -10.7 | -5.3 | 1.3e-07 | -0.04 | 1.00 | 0.00 | FALSE |
64 | The Cancer Genome Atlas | Stomach Adenocarcinoma | TSEN15 | 0.10 | 0.00 | blup | 52 | 0.02 | 1.2e-02 | -10.4 | 7.9 | 2.2e-15 | 0.45 | 0.01 | 0.33 | FALSE |
65 | The Cancer Genome Atlas | Testicular Germ Cell Tumors | TSEN15 | 0.16 | 0.00 | blup | 52 | 0.04 | 1.2e-02 | -11.1 | 11.2 | 4.4e-29 | 0.43 | 0.02 | 0.15 | FALSE |
66 | The Cancer Genome Atlas | Thyroid Carcinoma | GLT25D2 | 0.09 | 0.00 | blup | 119 | 0.04 | 5.4e-05 | 2.5 | -10.2 | 2.5e-24 | -0.34 | 0.04 | 0.17 | TRUE |
67 | The Cancer Genome Atlas | Thyroid Carcinoma | LAMC1 | 0.06 | 0.04 | blup | 109 | 0.05 | 1.3e-05 | 10.5 | -9.4 | 3.3e-21 | -0.10 | 0.08 | 0.91 | FALSE |
68 | The Cancer Genome Atlas | Thyroid Carcinoma | TSEN15 | 0.22 | 0.02 | blup | 52 | 0.11 | 1.1e-10 | 15.3 | 7.9 | 3.2e-15 | 0.43 | 0.01 | 0.99 | FALSE |