Best TWAS P=1.3e-18 · Best GWAS P=2.29e-19 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 | GTEx | Adipose Subcutaneous | SV2A | 0.08 | 0.00 | lasso | 5 | 0.02 | 5.2e-03 | 0.72 | -5.5 | 4.5e-08 | 0.20 | 0.02 | 0.60 | TRUE |
2 | GTEx | Artery Aorta | ADAMTSL4 | 0.17 | 0.14 | lasso | 4 | 0.10 | 3.7e-06 | -5.37 | 5.9 | 3.1e-09 | -0.20 | 0.91 | 0.03 | FALSE |
3 | GTEx | Artery Aorta | MRPS21 | 0.09 | 0.08 | lasso | 4 | 0.06 | 5.1e-04 | -8.18 | 8.1 | 7.1e-16 | -0.46 | 0.24 | 0.10 | FALSE |
4 | GTEx | Artery Aorta | RP11-54A4.2 | 0.12 | 0.13 | lasso | 2 | 0.11 | 7.7e-07 | -5.37 | 5.4 | 6.8e-08 | -0.15 | 0.83 | 0.02 | FALSE |
5 | GTEx | Artery Tibial | ADAMTSL4 | 0.10 | 0.06 | lasso | 4 | 0.08 | 6.4e-07 | -4.69 | 5.4 | 8.5e-08 | -0.22 | 0.87 | 0.04 | FALSE |
6 | GTEx | Artery Tibial | ARNT | 0.09 | 0.07 | lasso | 3 | 0.06 | 1.5e-05 | -5.85 | 5.7 | 9.7e-09 | -0.82 | 0.01 | 0.98 | FALSE |
7 | GTEx | Artery Tibial | RP11-54A4.2 | 0.10 | 0.07 | lasso | 4 | 0.09 | 1.3e-07 | -4.69 | 5.2 | 2.2e-07 | -0.23 | 0.85 | 0.12 | FALSE |
8 | GTEx | Breast Mammary Tissue | MRPS21 | 0.12 | 0.04 | lasso | 4 | 0.06 | 7.6e-04 | -8.19 | 7.6 | 2.5e-14 | -0.38 | 0.29 | 0.20 | FALSE |
9 | GTEx | Breast Mammary Tissue (Female) | MRPS21 | 0.18 | 0.09 | lasso | 6 | 0.12 | 1.9e-04 | 4.67 | 6.3 | 2.7e-10 | -0.30 | 0.21 | 0.11 | FALSE |
10 | GTEx | Cells Transformed fibroblasts | ADAMTSL4 | 0.08 | 0.01 | lasso | 4 | 0.01 | 2.6e-02 | -4.69 | 7.1 | 1.5e-12 | -0.26 | 0.39 | 0.20 | FALSE |
11 | GTEx | Cells Transformed fibroblasts | MRPS21 | 0.12 | 0.05 | enet | 9 | 0.08 | 2.6e-06 | -7.57 | 7.1 | 1.3e-12 | -0.46 | 0.69 | 0.25 | TRUE |
12 | GTEx | Cells Transformed fibroblasts | RP11-54A4.2 | 0.08 | 0.01 | lasso | 8 | 0.02 | 1.8e-02 | -7.93 | 7.9 | 3.0e-15 | -0.39 | 0.47 | 0.18 | TRUE |
13 | GTEx | Colon Sigmoid | ARNT | 0.09 | 0.00 | enet | 15 | 0.03 | 2.6e-02 | 1.13 | 5.3 | 1.1e-07 | -0.40 | 0.10 | 0.12 | FALSE |
14 | GTEx | Colon Transverse | SV2A | 0.09 | 0.00 | lasso | 9 | 0.00 | 2.2e-01 | 3.63 | -6.4 | 1.4e-10 | 0.39 | 0.05 | 0.07 | FALSE |
15 | GTEx | Esophagus Mucosa | ECM1 | 0.14 | 0.10 | lasso | 10 | 0.12 | 2.2e-08 | -5.37 | 6.6 | 3.7e-11 | -0.23 | 0.82 | 0.18 | FALSE |
16 | GTEx | Esophagus Mucosa | ADAMTSL4 | 0.40 | 0.40 | lasso | 5 | 0.41 | 5.8e-29 | -5.37 | 5.5 | 5.2e-08 | -0.16 | 1.00 | 0.00 | FALSE |
17 | GTEx | Esophagus Mucosa | MRPS21 | 0.09 | 0.06 | lasso | 2 | 0.05 | 3.0e-04 | 4.74 | 6.2 | 4.0e-10 | -0.29 | 0.40 | 0.05 | FALSE |
18 | GTEx | Esophagus Mucosa | RP11-54A4.2 | 0.35 | 0.33 | enet | 15 | 0.34 | 1.6e-23 | -5.37 | 5.9 | 3.4e-09 | -0.17 | 1.00 | 0.00 | FALSE |
19 | GTEx | Esophagus Muscularis | HIST2H2AA3 | 0.18 | 0.02 | lasso | 4 | 0.03 | 5.4e-03 | 3.63 | -5.9 | 3.3e-09 | 0.37 | 0.05 | 0.05 | FALSE |
20 | GTEx | Esophagus Muscularis | MRPS21 | 0.14 | 0.15 | enet | 13 | 0.16 | 7.2e-10 | -8.24 | 8.8 | 1.3e-18 | -0.47 | 0.71 | 0.29 | TRUE |
21 | GTEx | Heart Atrial Appendage | MRPS21 | 0.16 | 0.08 | lasso | 11 | 0.11 | 9.3e-06 | -8.03 | 7.9 | 2.3e-15 | -0.39 | 0.68 | 0.20 | FALSE |
22 | GTEx | Heart Left Ventricle | MRPS21 | 0.15 | 0.09 | lasso | 6 | 0.10 | 7.3e-06 | -8.19 | 7.9 | 2.6e-15 | -0.40 | 0.57 | 0.28 | FALSE |
23 | GTEx | Lung | MRPS21 | 0.19 | 0.09 | enet | 12 | 0.17 | 4.3e-13 | -8.19 | 7.9 | 3.0e-15 | -0.39 | 0.72 | 0.28 | FALSE |
24 | GTEx | Muscle Skeletal | TARS2 | 0.11 | 0.09 | lasso | 1 | 0.07 | 8.5e-08 | -8.12 | -8.1 | 4.7e-16 | 0.43 | 0.78 | 0.22 | FALSE |
25 | GTEx | Muscle Skeletal | MRPS21 | 0.06 | 0.02 | lasso | 7 | 0.02 | 4.6e-03 | -8.18 | 7.8 | 4.7e-15 | -0.39 | 0.38 | 0.16 | FALSE |
26 | GTEx | Nerve Tibial | ARNT | 0.25 | 0.08 | enet | 23 | 0.17 | 4.3e-12 | 3.34 | 6.0 | 2.2e-09 | -0.78 | 0.02 | 0.98 | FALSE |
27 | GTEx | Nerve Tibial | SV2A | 0.08 | 0.03 | lasso | 4 | 0.04 | 5.2e-04 | 4.31 | -5.4 | 5.9e-08 | 0.21 | 0.17 | 0.28 | FALSE |
28 | GTEx | Nerve Tibial | MRPS21 | 0.13 | 0.02 | lasso | 9 | 0.02 | 9.4e-03 | -8.06 | 7.9 | 3.0e-15 | -0.42 | 0.42 | 0.40 | FALSE |
29 | GTEx | Ovary | MRPS21 | 0.29 | 0.07 | lasso | 3 | 0.06 | 1.6e-02 | -8.06 | 7.9 | 2.5e-15 | -0.41 | 0.07 | 0.14 | TRUE |
30 | GTEx | Pituitary | MRPS21 | 0.37 | 0.36 | enet | 19 | 0.37 | 2.7e-10 | -8.24 | 7.8 | 5.8e-15 | -0.45 | 0.71 | 0.27 | FALSE |
31 | GTEx | Skin Not Sun Exposed Suprapubic | MRPS21 | 0.09 | 0.06 | lasso | 3 | 0.06 | 2.6e-04 | -5.37 | 7.2 | 7.5e-13 | -0.29 | 0.34 | 0.22 | FALSE |
32 | GTEx | Skin Sun Exposed Lower leg | GABPB2 | 0.12 | 0.01 | enet | 16 | 0.04 | 1.8e-04 | -8.97 | 5.8 | 8.6e-09 | -0.63 | 0.01 | 0.92 | FALSE |
33 | GTEx | Skin Sun Exposed Lower leg | SV2A | 0.07 | 0.00 | enet | 15 | 0.02 | 6.0e-03 | 3.60 | -5.2 | 2.3e-07 | 0.09 | 0.05 | 0.39 | FALSE |
34 | GTEx | Skin Sun Exposed Lower leg | MRPS21 | 0.07 | 0.06 | enet | 9 | 0.08 | 1.6e-07 | -8.03 | 7.6 | 4.0e-14 | -0.47 | 0.71 | 0.26 | FALSE |
35 | GTEx | Spleen | MRPS21 | 0.23 | 0.02 | enet | 27 | 0.07 | 7.8e-03 | -8.19 | 6.7 | 2.2e-11 | -0.31 | 0.11 | 0.07 | FALSE |
36 | GTEx | Testis | MRPS21 | 0.26 | 0.15 | lasso | 12 | 0.15 | 2.4e-07 | 4.64 | 6.5 | 6.4e-11 | -0.30 | 0.97 | 0.01 | FALSE |
37 | GTEx | Thyroid | MRPS21 | 0.21 | 0.22 | lasso | 7 | 0.24 | 2.2e-18 | -8.03 | 8.2 | 3.3e-16 | -0.45 | 0.74 | 0.26 | FALSE |
38 | GTEx | Uterus | MRPS21 | 0.28 | 0.03 | lasso | 10 | 0.05 | 3.2e-02 | -8.24 | 7.7 | 1.2e-14 | -0.36 | 0.07 | 0.07 | FALSE |
39 | METSIM | Adipose | ADAMTSL4 | 0.11 | 0.03 | enet | 14 | 0.05 | 1.9e-08 | 4.06 | -5.5 | 3.4e-08 | 0.11 | 0.95 | 0.00 | TRUE |
40 | METSIM | Adipose | ENSA | 0.05 | 0.00 | bslmm | 291 | 0.02 | 1.5e-03 | -7.92 | -7.0 | 3.5e-12 | 0.30 | 0.30 | 0.10 | FALSE |
41 | METSIM | Adipose | MRPS21 | 0.06 | 0.07 | lasso | 7 | 0.06 | 5.1e-10 | -8.08 | 8.2 | 2.6e-16 | -0.45 | 0.74 | 0.26 | FALSE |
42 | METSIM | Adipose | TARS2 | 0.09 | 0.09 | enet | 8 | 0.08 | 1.6e-12 | 5.67 | -6.0 | 2.0e-09 | 0.39 | 1.00 | 0.00 | FALSE |
43 | NTR | Blood | MRPS21 | 0.17 | 0.10 | blup | 236 | 0.12 | 2.1e-36 | 2.60 | 6.3 | 2.9e-10 | -0.29 | 1.00 | 0.00 | FALSE |
44 | YFS | Blood | PRUNE | 0.05 | 0.00 | enet | 33 | 0.02 | 5.8e-06 | 2.31 | 5.2 | 1.7e-07 | -0.40 | 0.02 | 0.79 | TRUE |
45 | The Cancer Genome Atlas | Bladder Urothelial Carcinoma | C1orf54 | 0.06 | 0.02 | blup | 17 | 0.03 | 2.5e-03 | 5.19 | -6.4 | 1.9e-10 | 0.34 | 0.00 | 0.85 | FALSE |
46 | The Cancer Genome Atlas | Breast Invasive Carcinoma | C1orf54 | 0.06 | 0.02 | enet | 13 | 0.02 | 1.2e-05 | 5.19 | -5.6 | 2.6e-08 | 0.26 | 0.02 | 0.87 | FALSE |
47 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | ADAMTSL4 | 0.11 | 0.07 | lasso | 4 | 0.07 | 1.2e-08 | -5.37 | 6.2 | 5.9e-10 | -0.25 | 0.57 | 0.42 | FALSE |
48 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | ECM1 | 0.04 | 0.04 | blup | 26 | 0.04 | 4.9e-05 | -5.37 | 5.7 | 1.2e-08 | -0.27 | 0.02 | 0.96 | FALSE |
49 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | C1orf54 | 0.06 | 0.03 | lasso | 1 | 0.03 | 1.3e-04 | 5.19 | -5.2 | 2.2e-07 | 0.31 | 0.01 | 0.73 | FALSE |
50 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | ADAMTSL4 | 0.12 | 0.09 | lasso | 5 | 0.09 | 6.0e-06 | -5.37 | 6.0 | 2.2e-09 | -0.19 | 0.16 | 0.30 | FALSE |
51 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | MRPS21 | 0.14 | 0.08 | enet | 14 | 0.08 | 2.0e-05 | -8.08 | 6.3 | 2.7e-10 | -0.28 | 0.00 | 1.00 | FALSE |
52 | The Cancer Genome Atlas | Brain Lower Grade Glioma | MRPS21 | 0.13 | 0.13 | enet | 10 | 0.13 | 1.7e-14 | -7.57 | 7.4 | 1.2e-13 | -0.43 | 0.03 | 0.97 | TRUE |
53 | The Cancer Genome Atlas | Lung Adenocarcinoma | ADAMTSL4 | 0.02 | 0.00 | blup | 33 | 0.02 | 4.7e-03 | -8.08 | 6.6 | 3.9e-11 | -0.59 | 0.01 | 0.63 | FALSE |
54 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | MRPS21 | 0.04 | 0.03 | blup | 15 | 0.04 | 4.0e-05 | -7.57 | 6.0 | 2.7e-09 | -0.40 | 0.00 | 0.94 | FALSE |
55 | The Cancer Genome Atlas | Prostate Adenocarcinoma | ADAMTSL4 | 0.07 | 0.05 | blup | 33 | 0.05 | 5.6e-06 | -5.37 | 5.3 | 1.3e-07 | -0.31 | 0.36 | 0.62 | FALSE |
56 | The Cancer Genome Atlas | Prostate Adenocarcinoma | ARNT | 0.06 | 0.02 | lasso | 3 | 0.02 | 1.4e-03 | -5.85 | 5.1 | 2.7e-07 | -0.77 | 0.00 | 0.99 | FALSE |
57 | The Cancer Genome Atlas | Thyroid Carcinoma | MRPS21 | 0.07 | 0.01 | blup | 15 | 0.02 | 1.7e-03 | 4.55 | 6.7 | 2.8e-11 | -0.36 | 0.00 | 0.97 | FALSE |