Best TWAS P=1.52e-50 · Best GWAS P=1.98e-71 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 | MTMR11 | 0.08 | 0.04 | lasso | 4 | 0.05 | 3.5e-05 | -9.9 | -10.8 | 2.1e-27 | -0.37 | 0.78 | 0.03 | FALSE |
2 | GTEx | Adipose Subcutaneous | RP11-196G18.22 | 0.13 | 0.02 | enet | 16 | 0.06 | 6.4e-06 | 1.2 | 5.5 | 3.6e-08 | 0.44 | 0.10 | 0.15 | TRUE |
3 | GTEx | Adrenal Gland | CTSS | 0.12 | 0.13 | lasso | 9 | 0.08 | 7.0e-04 | -5.7 | -5.4 | 6.4e-08 | 0.00 | 0.52 | 0.33 | FALSE |
4 | GTEx | Artery Aorta | RPRD2 | 0.08 | -0.01 | enet | 19 | 0.00 | 4.2e-01 | -4.9 | 9.3 | 1.1e-20 | 0.30 | 0.08 | 0.26 | TRUE |
5 | GTEx | Artery Tibial | ARNT | 0.09 | 0.07 | lasso | 3 | 0.06 | 1.5e-05 | 6.0 | -5.9 | 3.3e-09 | -0.07 | 0.14 | 0.80 | FALSE |
6 | GTEx | Artery Tibial | HIST2H2AA3 | 0.22 | 0.02 | enet | 20 | 0.12 | 1.8e-09 | 16.6 | 14.2 | 9.5e-46 | 0.70 | 0.00 | 1.00 | FALSE |
7 | GTEx | Artery Tibial | RP11-196G18.22 | 0.25 | 0.05 | lasso | 5 | 0.07 | 1.8e-06 | 11.7 | 15.0 | 1.5e-50 | 0.78 | 0.01 | 0.98 | TRUE |
8 | GTEx | Artery Tibial | RP11-196G18.24 | 0.31 | 0.08 | enet | 26 | 0.10 | 6.1e-08 | 16.6 | 12.8 | 3.1e-37 | 0.72 | 0.00 | 0.99 | FALSE |
9 | GTEx | Brain Cerebellar Hemisphere | RP11-316M1.12 | 0.31 | 0.37 | lasso | 4 | 0.39 | 4.5e-11 | -4.0 | 5.2 | 2.4e-07 | 0.01 | 0.99 | 0.00 | FALSE |
10 | GTEx | Brain Hippocampus | ARNT | 0.14 | 0.09 | enet | 14 | 0.08 | 5.3e-03 | -3.2 | -5.2 | 1.9e-07 | 0.00 | 0.10 | 0.14 | TRUE |
11 | GTEx | Esophagus Muscularis | BOLA1 | 0.07 | 0.00 | lasso | 4 | 0.00 | 2.5e-01 | -10.3 | 11.8 | 5.9e-32 | 0.43 | 0.03 | 0.13 | FALSE |
12 | GTEx | Heart Left Ventricle | MTMR11 | 0.11 | 0.05 | lasso | 3 | 0.05 | 9.3e-04 | -10.3 | -9.2 | 3.4e-20 | -0.39 | 0.20 | 0.13 | FALSE |
13 | GTEx | Heart Left Ventricle | CERS2 | 0.08 | 0.02 | enet | 9 | 0.03 | 1.7e-02 | -4.0 | 5.4 | 6.6e-08 | 0.08 | 0.18 | 0.14 | FALSE |
14 | GTEx | Lung | MTMR11 | 0.08 | 0.04 | lasso | 8 | 0.03 | 3.0e-03 | -9.9 | -9.6 | 6.1e-22 | -0.29 | 0.19 | 0.11 | FALSE |
15 | GTEx | Skin Sun Exposed Lower leg | MTMR11 | 0.03 | 0.01 | lasso | 5 | 0.00 | 1.2e-01 | -10.3 | -8.0 | 1.1e-15 | -0.39 | 0.05 | 0.05 | FALSE |
16 | GTEx | Skin Sun Exposed Lower leg | GABPB2 | 0.12 | 0.01 | enet | 16 | 0.04 | 1.8e-04 | 6.7 | -6.1 | 9.9e-10 | -0.03 | 0.08 | 0.50 | TRUE |
17 | GTEx | Skin Sun Exposed Lower leg | SV2A | 0.07 | 0.00 | enet | 15 | 0.02 | 6.0e-03 | -2.8 | -5.8 | 8.1e-09 | -0.16 | 0.07 | 0.12 | FALSE |
18 | GTEx | Spleen | RP11-54A4.2 | 0.29 | 0.10 | lasso | 9 | 0.04 | 3.8e-02 | -5.7 | 5.9 | 3.0e-09 | 0.04 | 0.31 | 0.04 | FALSE |
19 | GTEx | Stomach | CTSS | 0.05 | 0.02 | enet | 16 | 0.00 | 2.8e-01 | -4.0 | -5.5 | 3.2e-08 | -0.01 | 0.08 | 0.70 | FALSE |
20 | GTEx | Thyroid | MTMR11 | 0.09 | 0.05 | enet | 9 | 0.06 | 1.5e-05 | -10.3 | -9.0 | 2.8e-19 | -0.40 | 0.26 | 0.42 | TRUE |
21 | GTEx | Thyroid | PRUNE | 0.11 | 0.00 | enet | 21 | 0.03 | 3.1e-03 | -1.6 | -5.6 | 2.6e-08 | -0.07 | 0.42 | 0.02 | FALSE |
22 | GTEx | Thyroid | ANP32E | 0.08 | 0.00 | enet | 15 | 0.01 | 8.6e-02 | -7.2 | 11.0 | 2.6e-28 | 0.37 | 0.04 | 0.11 | FALSE |
23 | METSIM | Adipose | POGZ | 0.06 | 0.05 | lasso | 12 | 0.03 | 9.3e-06 | -4.7 | -5.6 | 2.1e-08 | -0.05 | 0.99 | 0.00 | TRUE |
24 | METSIM | Adipose | PSMD4 | 0.03 | 0.05 | lasso | 4 | 0.04 | 6.1e-07 | -5.2 | 5.5 | 2.9e-08 | 0.22 | 0.96 | 0.03 | FALSE |
25 | METSIM | Adipose | RP11-196G18.24 | 0.27 | 0.01 | blup | 116 | 0.13 | 3.6e-19 | 3.2 | 6.5 | 6.1e-11 | 0.31 | 0.04 | 0.94 | FALSE |
26 | METSIM | Adipose | SCNM1 | 0.06 | 0.06 | lasso | 10 | 0.05 | 3.6e-08 | 5.9 | 6.3 | 2.9e-10 | 0.14 | 0.71 | 0.29 | FALSE |
27 | METSIM | Adipose | TMOD4 | 0.02 | 0.00 | blup | 312 | 0.01 | 3.2e-02 | -7.1 | 7.8 | 7.5e-15 | 0.11 | 0.03 | 0.65 | FALSE |
28 | YFS | Blood | MCL1 | 0.07 | 0.03 | bslmm | 278 | 0.03 | 4.4e-10 | 6.0 | -7.6 | 3.8e-14 | -0.10 | 0.74 | 0.26 | TRUE |
29 | YFS | Blood | PRUNE | 0.05 | 0.00 | enet | 33 | 0.02 | 5.8e-06 | -3.3 | -6.1 | 1.2e-09 | -0.06 | 0.10 | 0.22 | FALSE |
30 | YFS | Blood | SCNM1 | 0.09 | 0.04 | enet | 62 | 0.08 | 1.3e-24 | -5.2 | 6.2 | 4.5e-10 | 0.05 | 0.98 | 0.02 | FALSE |
31 | The Cancer Genome Atlas | Breast Invasive Carcinoma | PIP5K1A | 0.04 | 0.05 | lasso | 6 | 0.05 | 8.8e-10 | -5.2 | -5.5 | 4.3e-08 | -0.15 | 0.96 | 0.04 | FALSE |
32 | The Cancer Genome Atlas | Breast Invasive Carcinoma | SV2A | 0.03 | 0.02 | enet | 3 | 0.02 | 8.0e-06 | -2.9 | 6.9 | 5.7e-12 | 0.38 | 0.13 | 0.23 | FALSE |
33 | The Cancer Genome Atlas | Colon Adenocarcinoma | PIP5K1A | 0.05 | 0.03 | blup | 35 | 0.04 | 4.0e-03 | -5.8 | -5.9 | 2.8e-09 | -0.19 | 0.09 | 0.52 | FALSE |
34 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | GOLPH3L | 0.12 | 0.16 | blup | 49 | 0.16 | 4.8e-18 | -4.4 | 5.1 | 2.7e-07 | 0.07 | 1.00 | 0.00 | TRUE |
35 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | PSMB4 | 0.03 | 0.00 | blup | 37 | 0.02 | 7.0e-03 | -4.7 | 6.7 | 2.4e-11 | 0.13 | 0.02 | 0.60 | FALSE |
36 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | SV2A | 0.05 | 0.02 | blup | 9 | 0.03 | 2.5e-04 | -10.3 | 9.9 | 6.3e-23 | 0.48 | 0.03 | 0.07 | TRUE |
37 | The Cancer Genome Atlas | Brain Lower Grade Glioma | PIP5K1A | 0.02 | 0.02 | lasso | 3 | 0.02 | 6.2e-03 | -5.8 | -5.8 | 5.0e-09 | -0.19 | 0.09 | 0.09 | FALSE |
38 | The Cancer Genome Atlas | Brain Lower Grade Glioma | SV2A | 0.04 | 0.00 | blup | 9 | 0.03 | 5.5e-04 | -9.5 | -9.1 | 8.8e-20 | -0.21 | 0.00 | 0.33 | FALSE |
39 | The Cancer Genome Atlas | Liver Hepatocellular Carcinoma | MTMR11 | 0.12 | 0.09 | blup | 11 | 0.10 | 1.3e-05 | -10.3 | -5.8 | 8.6e-09 | -0.18 | 0.08 | 0.07 | FALSE |
40 | The Cancer Genome Atlas | Lung Adenocarcinoma | PIP5K1A | 0.03 | 0.01 | blup | 36 | 0.02 | 5.1e-03 | -5.7 | -5.5 | 3.2e-08 | -0.13 | 0.09 | 0.04 | FALSE |
41 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | MRPS21 | 0.04 | 0.03 | blup | 15 | 0.04 | 4.0e-05 | 2.6 | -5.8 | 4.8e-09 | 0.02 | 0.08 | 0.14 | FALSE |
42 | The Cancer Genome Atlas | Prostate Adenocarcinoma | ARNT | 0.06 | 0.02 | lasso | 3 | 0.02 | 1.4e-03 | 6.0 | -5.6 | 2.6e-08 | -0.05 | 0.00 | 0.98 | FALSE |
43 | The Cancer Genome Atlas | Prostate Adenocarcinoma | ENSA | 0.02 | 0.01 | enet | 3 | 0.01 | 2.5e-02 | -4.4 | 6.7 | 2.1e-11 | 0.08 | 0.00 | 0.76 | FALSE |
44 | The Cancer Genome Atlas | Prostate Adenocarcinoma | MTMR11 | 0.02 | 0.02 | lasso | 3 | 0.02 | 3.7e-03 | -9.9 | -10.0 | 1.0e-23 | -0.30 | 0.03 | 0.03 | FALSE |
45 | The Cancer Genome Atlas | Prostate Adenocarcinoma | SF3B4 | 0.03 | 0.02 | blup | 10 | 0.01 | 1.4e-02 | -9.9 | -11.0 | 2.4e-28 | -0.32 | 0.04 | 0.16 | FALSE |
46 | The Cancer Genome Atlas | Prostate Adenocarcinoma | SV2A | 0.11 | 0.10 | blup | 9 | 0.11 | 3.8e-11 | -2.9 | 7.3 | 3.8e-13 | 0.40 | 1.00 | 0.00 | FALSE |
47 | The Cancer Genome Atlas | Skin Cutaneous Melanoma | FCGR1A | 0.10 | 0.03 | lasso | 4 | 0.04 | 3.9e-02 | -10.3 | 8.1 | 4.4e-16 | 0.38 | 0.01 | 0.06 | FALSE |
48 | The Cancer Genome Atlas | Thyroid Carcinoma | PIP5K1A | 0.04 | 0.06 | lasso | 2 | 0.05 | 9.7e-06 | -5.2 | -5.3 | 1.1e-07 | -0.15 | 0.79 | 0.06 | FALSE |
49 | The Cancer Genome Atlas | Thyroid Carcinoma | SELENBP1 | 0.06 | 0.02 | enet | 7 | 0.05 | 2.3e-05 | -4.7 | -6.5 | 5.9e-11 | -0.13 | 0.05 | 0.91 | TRUE |