Best TWAS P=1.46e-99 · Best GWAS P=8.84e-193 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 | MRPS21 | 0.06 | 0.04 | lasso | 7 | 0.04 | 5.7e-06 | 2.65 | 6.0 | 1.9e-09 | 0.15 | 0.81 | 0.01 | FALSE |
2 | GTEx | Adipose Subcutaneous | MTMR11 | 0.08 | 0.04 | lasso | 4 | 0.05 | 3.5e-05 | -13.24 | -13.8 | 1.9e-43 | -0.37 | 0.78 | 0.03 | FALSE |
3 | GTEx | Adipose Subcutaneous | RP11-196G18.22 | 0.13 | 0.02 | enet | 16 | 0.06 | 6.4e-06 | 0.69 | 7.1 | 1.3e-12 | 0.44 | 0.10 | 0.15 | TRUE |
4 | GTEx | Artery Aorta | CTSK | 0.23 | 0.00 | enet | 24 | 0.02 | 3.9e-02 | 1.58 | -7.3 | 3.4e-13 | 0.02 | 0.10 | 0.04 | TRUE |
5 | GTEx | Artery Aorta | RPRD2 | 0.08 | -0.01 | enet | 19 | 0.00 | 4.2e-01 | 1.18 | 9.9 | 2.5e-23 | 0.30 | 0.08 | 0.26 | FALSE |
6 | GTEx | Artery Aorta | MRPS21 | 0.09 | 0.08 | lasso | 4 | 0.06 | 5.1e-04 | -4.80 | 5.4 | 5.7e-08 | 0.02 | 0.26 | 0.03 | FALSE |
7 | GTEx | Artery Tibial | HIST2H2AA3 | 0.22 | 0.02 | enet | 20 | 0.12 | 1.8e-09 | 26.29 | 20.5 | 1.0e-93 | 0.70 | 0.00 | 1.00 | FALSE |
8 | GTEx | Artery Tibial | RP11-196G18.22 | 0.25 | 0.05 | lasso | 5 | 0.07 | 1.8e-06 | 15.41 | 21.2 | 1.5e-99 | 0.78 | 0.01 | 0.98 | TRUE |
9 | GTEx | Artery Tibial | RP11-196G18.24 | 0.31 | 0.08 | enet | 26 | 0.10 | 6.1e-08 | 26.29 | 18.9 | 6.5e-80 | 0.72 | 0.00 | 0.99 | FALSE |
10 | GTEx | Brain Caudate basal ganglia | PIP5K1A | 0.40 | 0.18 | lasso | 6 | 0.17 | 1.0e-05 | -9.54 | -9.5 | 2.9e-21 | -0.05 | 0.12 | 0.05 | TRUE |
11 | GTEx | Brain Cerebellar Hemisphere | SEMA6C | 0.39 | 0.01 | enet | 31 | 0.10 | 1.3e-03 | -4.52 | -6.0 | 1.7e-09 | 0.04 | 0.18 | 0.06 | FALSE |
12 | GTEx | Brain Cerebellum | SNX27 | 0.27 | 0.00 | enet | 30 | 0.06 | 7.0e-03 | 1.39 | -6.1 | 1.1e-09 | -0.02 | 0.11 | 0.06 | TRUE |
13 | GTEx | Brain Cerebellum | SEMA6C | 0.52 | 0.21 | lasso | 15 | 0.22 | 2.9e-07 | -3.34 | -6.6 | 4.4e-11 | -0.11 | 0.85 | 0.01 | TRUE |
14 | GTEx | Brain Cortex | CTSS | 0.17 | 0.06 | lasso | 6 | 0.04 | 2.7e-02 | 4.75 | 5.2 | 2.5e-07 | -0.06 | 0.11 | 0.05 | FALSE |
15 | GTEx | Breast Mammary Tissue | SEMA6C | 0.11 | 0.02 | lasso | 2 | 0.02 | 4.0e-02 | -5.26 | -5.7 | 1.3e-08 | -0.11 | 0.07 | 0.09 | FALSE |
16 | GTEx | Breast Mammary Tissue (Male) | SETDB1 | 0.13 | 0.00 | enet | 7 | 0.04 | 3.8e-02 | 3.79 | -6.0 | 1.5e-09 | 0.04 | 0.08 | 0.06 | FALSE |
17 | GTEx | Breast Mammary Tissue (Female) | SEMA6C | 0.03 | -0.01 | lasso | 1 | -0.01 | 8.7e-01 | -5.26 | -5.3 | 1.4e-07 | -0.02 | 0.03 | 0.05 | FALSE |
18 | GTEx | Cells EBV-transformed lymphocytes | SNX27 | 0.29 | 0.05 | enet | 55 | 0.09 | 6.7e-04 | -3.64 | -5.9 | 4.1e-09 | 0.03 | 0.26 | 0.04 | FALSE |
19 | GTEx | Cells EBV-transformed lymphocytes | S100A11 | 0.37 | 0.26 | lasso | 5 | 0.22 | 6.8e-08 | -4.61 | -5.2 | 1.9e-07 | -0.05 | 0.90 | 0.04 | FALSE |
20 | GTEx | Esophagus Muscularis | CTSS | 0.05 | 0.04 | enet | 12 | 0.06 | 1.2e-04 | 3.13 | 6.1 | 1.1e-09 | 0.10 | 0.64 | 0.07 | FALSE |
21 | GTEx | Esophagus Muscularis | BOLA1 | 0.07 | 0.00 | lasso | 4 | 0.00 | 2.5e-01 | -12.38 | 11.4 | 6.4e-30 | 0.43 | 0.03 | 0.13 | FALSE |
22 | GTEx | Heart Left Ventricle | MTMR11 | 0.11 | 0.05 | lasso | 3 | 0.05 | 9.3e-04 | -12.38 | -10.4 | 2.7e-25 | -0.39 | 0.20 | 0.13 | FALSE |
23 | GTEx | Heart Left Ventricle | MRPS21 | 0.15 | 0.09 | lasso | 6 | 0.10 | 7.3e-06 | -4.89 | 5.5 | 4.8e-08 | 0.05 | 0.78 | 0.01 | FALSE |
24 | GTEx | Lung | MTMR11 | 0.08 | 0.04 | lasso | 8 | 0.03 | 3.0e-03 | -13.24 | -13.1 | 2.2e-39 | -0.29 | 0.19 | 0.11 | FALSE |
25 | GTEx | Nerve Tibial | SEMA6C | 0.15 | 0.01 | enet | 15 | 0.02 | 1.4e-02 | -4.08 | -6.9 | 4.6e-12 | -0.04 | 0.52 | 0.04 | FALSE |
26 | GTEx | Nerve Tibial | MRPS21 | 0.13 | 0.02 | lasso | 9 | 0.02 | 9.4e-03 | -4.89 | 6.4 | 1.5e-10 | 0.08 | 0.69 | 0.02 | FALSE |
27 | GTEx | Ovary | SEMA6C | 0.29 | 0.13 | enet | 11 | 0.14 | 2.6e-04 | -3.86 | -7.5 | 5.6e-14 | -0.22 | 0.18 | 0.07 | FALSE |
28 | GTEx | Pancreas | THEM4 | 0.16 | 0.19 | lasso | 2 | 0.19 | 1.8e-08 | 4.71 | -5.2 | 1.5e-07 | 0.06 | 0.94 | 0.01 | FALSE |
29 | GTEx | Skin Sun Exposed Lower leg | MTMR11 | 0.03 | 0.01 | lasso | 5 | 0.00 | 1.2e-01 | -12.38 | -9.3 | 1.5e-20 | -0.39 | 0.05 | 0.05 | FALSE |
30 | GTEx | Skin Sun Exposed Lower leg | ANXA9 | 0.12 | 0.04 | lasso | 3 | 0.08 | 3.8e-07 | -6.15 | 5.2 | 1.8e-07 | 0.13 | 0.98 | 0.00 | FALSE |
31 | GTEx | Skin Sun Exposed Lower leg | SV2A | 0.07 | 0.00 | enet | 15 | 0.02 | 6.0e-03 | -2.18 | -11.5 | 1.9e-30 | -0.16 | 0.07 | 0.12 | FALSE |
32 | GTEx | Skin Sun Exposed Lower leg | THEM4 | 0.12 | 0.04 | enet | 14 | 0.07 | 2.5e-06 | 5.05 | -5.5 | 3.3e-08 | 0.06 | 0.81 | 0.16 | FALSE |
33 | GTEx | Skin Sun Exposed Lower leg | MRPS21 | 0.07 | 0.06 | enet | 9 | 0.08 | 1.6e-07 | -4.85 | 5.4 | 5.9e-08 | 0.02 | 0.96 | 0.00 | FALSE |
34 | GTEx | Spleen | MRPS21 | 0.23 | 0.02 | enet | 27 | 0.07 | 7.8e-03 | -4.89 | 5.1 | 2.8e-07 | 0.16 | 0.11 | 0.06 | TRUE |
35 | GTEx | Testis | ANXA9 | 0.30 | 0.19 | enet | 22 | 0.15 | 2.7e-07 | -6.15 | 7.1 | 1.6e-12 | 0.10 | 0.92 | 0.00 | TRUE |
36 | GTEx | Thyroid | MTMR11 | 0.09 | 0.05 | enet | 9 | 0.06 | 1.5e-05 | -12.40 | -11.9 | 1.4e-32 | -0.40 | 0.26 | 0.42 | FALSE |
37 | GTEx | Thyroid | C1orf54 | 0.10 | 0.04 | enet | 15 | 0.08 | 2.0e-06 | 7.66 | -7.1 | 1.1e-12 | -0.18 | 0.36 | 0.02 | FALSE |
38 | GTEx | Thyroid | PRUNE | 0.11 | 0.00 | enet | 21 | 0.03 | 3.1e-03 | -5.74 | -6.3 | 2.5e-10 | -0.07 | 0.42 | 0.03 | FALSE |
39 | GTEx | Thyroid | ANXA9 | 0.10 | 0.06 | lasso | 3 | 0.05 | 2.0e-04 | -4.64 | 5.2 | 1.9e-07 | 0.17 | 0.24 | 0.04 | FALSE |
40 | GTEx | Uterus | MRPS21 | 0.28 | 0.03 | lasso | 10 | 0.05 | 3.2e-02 | -4.95 | 6.1 | 1.4e-09 | 0.08 | 0.07 | 0.06 | FALSE |
41 | GTEx | Vagina | PSMB4 | 0.25 | -0.01 | enet | 24 | 0.00 | 3.2e-01 | -5.77 | 8.9 | 6.4e-19 | -0.05 | 0.05 | 0.06 | FALSE |
42 | METSIM | Adipose | ENSA | 0.05 | 0.00 | bslmm | 291 | 0.02 | 1.5e-03 | -4.84 | -6.8 | 8.8e-12 | 0.00 | 0.30 | 0.11 | FALSE |
43 | METSIM | Adipose | LINC00568 | 0.06 | 0.01 | bslmm | 275 | 0.00 | 1.5e-01 | 2.51 | 7.1 | 9.5e-13 | 0.12 | 0.06 | 0.03 | FALSE |
44 | METSIM | Adipose | PSMD4 | 0.03 | 0.05 | lasso | 4 | 0.04 | 6.1e-07 | -8.11 | 7.2 | 5.6e-13 | 0.22 | 0.99 | 0.00 | FALSE |
45 | NTR | Blood | ANP32E | 0.01 | 0.01 | enet | 6 | 0.00 | 1.3e-02 | 2.42 | 5.9 | 4.2e-09 | 0.05 | 0.49 | 0.01 | FALSE |
46 | NTR | Blood | PRUNE | 0.03 | 0.01 | lasso | 7 | 0.02 | 2.3e-07 | -6.90 | -7.1 | 1.7e-12 | -0.03 | 0.95 | 0.00 | FALSE |
47 | YFS | Blood | PRUNE | 0.05 | 0.00 | enet | 33 | 0.02 | 5.8e-06 | -5.62 | -5.8 | 9.0e-09 | -0.06 | 0.12 | 0.02 | FALSE |
48 | The Cancer Genome Atlas | Bladder Urothelial Carcinoma | PPIAL4C | 0.06 | 0.03 | enet | 6 | 0.04 | 1.3e-04 | -9.22 | -6.1 | 9.8e-10 | -0.27 | 0.01 | 0.04 | FALSE |
49 | The Cancer Genome Atlas | Breast Invasive Carcinoma | PIP5K1A | 0.04 | 0.05 | lasso | 6 | 0.05 | 8.8e-10 | -8.92 | -9.3 | 1.6e-20 | -0.15 | 0.99 | 0.01 | FALSE |
50 | The Cancer Genome Atlas | Breast Invasive Carcinoma | SV2A | 0.03 | 0.02 | enet | 3 | 0.02 | 8.0e-06 | -2.31 | 7.8 | 5.4e-15 | 0.38 | 0.13 | 0.23 | FALSE |
51 | The Cancer Genome Atlas | Colon Adenocarcinoma | PIP5K1A | 0.05 | 0.03 | blup | 35 | 0.04 | 4.0e-03 | -7.40 | -9.3 | 8.5e-21 | -0.19 | 0.10 | 0.44 | FALSE |
52 | The Cancer Genome Atlas | Esophageal Carcinoma | C1orf54 | 0.13 | 0.08 | enet | 7 | 0.11 | 2.2e-04 | -7.75 | -6.7 | 1.9e-11 | -0.03 | 0.00 | 0.95 | FALSE |
53 | The Cancer Genome Atlas | Esophageal Carcinoma | PIP5K1A | 0.10 | 0.06 | lasso | 1 | 0.04 | 2.1e-02 | -8.88 | -8.9 | 6.5e-19 | -0.16 | 0.02 | 0.33 | TRUE |
54 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | LYSMD1 | 0.06 | 0.03 | blup | 32 | 0.03 | 3.9e-04 | -5.26 | -8.5 | 2.2e-17 | -0.16 | 0.22 | 0.16 | TRUE |
55 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | PSMB4 | 0.03 | 0.00 | blup | 37 | 0.02 | 7.0e-03 | -3.53 | 5.3 | 1.3e-07 | 0.13 | 0.07 | 0.12 | FALSE |
56 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | SV2A | 0.05 | 0.02 | blup | 9 | 0.03 | 2.5e-04 | -12.38 | 12.6 | 3.6e-36 | 0.48 | 0.03 | 0.07 | FALSE |
57 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | THEM4 | 0.06 | 0.06 | blup | 59 | 0.06 | 2.4e-07 | 5.12 | -6.0 | 1.5e-09 | 0.05 | 0.97 | 0.02 | TRUE |
58 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | MRPS21 | 0.14 | 0.08 | enet | 14 | 0.08 | 2.0e-05 | -4.85 | 7.3 | 2.2e-13 | 0.07 | 0.32 | 0.24 | FALSE |
59 | The Cancer Genome Atlas | Brain Lower Grade Glioma | CTSS | 0.29 | 0.08 | lasso | 3 | 0.08 | 1.5e-09 | -5.29 | 5.2 | 2.0e-07 | 0.17 | 0.00 | 1.00 | TRUE |
60 | The Cancer Genome Atlas | Brain Lower Grade Glioma | PIP5K1A | 0.02 | 0.02 | lasso | 3 | 0.02 | 6.2e-03 | -7.40 | -8.6 | 6.2e-18 | -0.19 | 0.09 | 0.07 | FALSE |
61 | The Cancer Genome Atlas | Brain Lower Grade Glioma | SV2A | 0.04 | 0.00 | blup | 9 | 0.03 | 5.5e-04 | -12.10 | -12.2 | 1.7e-34 | -0.21 | 0.00 | 0.33 | TRUE |
62 | The Cancer Genome Atlas | Liver Hepatocellular Carcinoma | MTMR11 | 0.12 | 0.09 | blup | 11 | 0.10 | 1.3e-05 | -12.38 | -6.2 | 6.8e-10 | -0.18 | 0.08 | 0.07 | FALSE |
63 | The Cancer Genome Atlas | Lung Adenocarcinoma | ADAMTSL4 | 0.02 | 0.00 | blup | 33 | 0.02 | 4.7e-03 | -4.45 | 5.5 | 3.2e-08 | 0.04 | 0.02 | 0.36 | FALSE |
64 | The Cancer Genome Atlas | Lung Adenocarcinoma | BNIPL | 0.02 | 0.04 | lasso | 1 | 0.02 | 4.9e-03 | -5.73 | -5.7 | 1.0e-08 | 0.03 | 0.12 | 0.17 | FALSE |
65 | The Cancer Genome Atlas | Lung Adenocarcinoma | C1orf54 | 0.04 | 0.02 | blup | 17 | 0.02 | 1.4e-03 | 4.24 | -6.9 | 4.3e-12 | -0.11 | 0.09 | 0.10 | FALSE |
66 | The Cancer Genome Atlas | Lung Adenocarcinoma | PIP5K1A | 0.03 | 0.01 | blup | 36 | 0.02 | 5.1e-03 | -8.67 | -8.5 | 1.9e-17 | -0.13 | 0.03 | 0.68 | FALSE |
67 | The Cancer Genome Atlas | Pancreatic Adenocarcinoma | C1orf54 | 0.19 | 0.04 | enet | 6 | 0.09 | 1.2e-04 | -5.71 | -6.0 | 1.6e-09 | -0.17 | 0.01 | 0.18 | TRUE |
68 | The Cancer Genome Atlas | Pancreatic Adenocarcinoma | RFX5 | 0.19 | 0.01 | blup | 30 | 0.07 | 5.3e-04 | 1.67 | -6.2 | 5.9e-10 | -0.08 | 0.00 | 0.48 | FALSE |
69 | The Cancer Genome Atlas | Prostate Adenocarcinoma | ENSA | 0.02 | 0.01 | enet | 3 | 0.01 | 2.5e-02 | 5.02 | -6.3 | 2.5e-10 | 0.08 | 0.00 | 0.77 | FALSE |
70 | The Cancer Genome Atlas | Prostate Adenocarcinoma | MTMR11 | 0.02 | 0.02 | lasso | 3 | 0.02 | 3.7e-03 | -13.24 | -13.3 | 1.2e-40 | -0.30 | 0.03 | 0.03 | FALSE |
71 | The Cancer Genome Atlas | Prostate Adenocarcinoma | SF3B4 | 0.03 | 0.02 | blup | 10 | 0.01 | 1.4e-02 | -13.24 | -14.1 | 2.0e-45 | -0.32 | 0.04 | 0.16 | FALSE |
72 | The Cancer Genome Atlas | Prostate Adenocarcinoma | SV2A | 0.11 | 0.10 | blup | 9 | 0.11 | 3.8e-11 | -2.31 | 8.2 | 1.7e-16 | 0.40 | 1.00 | 0.00 | FALSE |
73 | The Cancer Genome Atlas | Skin Cutaneous Melanoma | FCGR1A | 0.10 | 0.03 | lasso | 4 | 0.04 | 3.9e-02 | -12.38 | 9.3 | 1.8e-20 | 0.38 | 0.01 | 0.06 | FALSE |
74 | The Cancer Genome Atlas | Thyroid Carcinoma | ANXA9 | 0.10 | 0.05 | lasso | 4 | 0.04 | 4.1e-05 | -6.80 | 6.0 | 1.6e-09 | 0.19 | 0.55 | 0.27 | TRUE |
75 | The Cancer Genome Atlas | Thyroid Carcinoma | MRPS21 | 0.07 | 0.01 | blup | 15 | 0.02 | 1.7e-03 | 2.51 | 6.7 | 1.7e-11 | 0.08 | 0.13 | 0.16 | FALSE |
76 | The Cancer Genome Atlas | Thyroid Carcinoma | PIP5K1A | 0.04 | 0.06 | lasso | 2 | 0.05 | 9.7e-06 | -8.92 | -9.1 | 1.3e-19 | -0.15 | 0.54 | 0.36 | FALSE |
77 | The Cancer Genome Atlas | Thyroid Carcinoma | RFX5 | 0.03 | 0.03 | blup | 31 | 0.03 | 5.9e-04 | -7.60 | -7.4 | 1.4e-13 | -0.23 | 0.05 | 0.08 | FALSE |
78 | The Cancer Genome Atlas | Thyroid Carcinoma | SELENBP1 | 0.06 | 0.02 | enet | 7 | 0.05 | 2.3e-05 | -3.53 | -6.6 | 3.3e-11 | -0.13 | 0.54 | 0.11 | FALSE |