Best TWAS P=1.03e-34 · Best GWAS P=7.61e-26 conditioned to 0.234
# | 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 | S1PR2 | 0.07 | 0.02 | bslmm | 369 | 0.03 | 5.3e-05 | -7.3 | 7.8 | 4.9e-15 | 0.31 | 0.32 | 0.14 | FALSE |
2 | CommonMind | Brain Pre-frontal Cortex | ZNF788 | 0.08 | 0.05 | lasso | 6 | 0.04 | 5.9e-06 | 9.4 | 9.3 | 9.8e-21 | -0.09 | 0.01 | 0.99 | TRUE |
3 | GTEx | Adipose Subcutaneous | EPOR | 0.11 | 0.04 | lasso | 7 | 0.04 | 3.8e-04 | 6.0 | 6.0 | 1.9e-09 | 0.39 | 0.83 | 0.01 | FALSE |
4 | GTEx | Adipose Subcutaneous | ILF3-AS1 | 0.18 | 0.05 | enet | 27 | 0.12 | 1.2e-09 | -6.0 | -10.1 | 5.2e-24 | -0.49 | 0.13 | 0.76 | FALSE |
5 | GTEx | Adipose Visceral Omentum | CTD-2369P2.2 | 0.20 | 0.00 | lasso | 4 | 0.00 | 3.2e-01 | -6.9 | 6.8 | 1.4e-11 | 0.01 | 0.04 | 0.18 | FALSE |
6 | GTEx | Adipose Visceral Omentum | S1PR2 | 0.23 | 0.01 | lasso | 5 | 0.01 | 1.1e-01 | -6.0 | 7.8 | 6.2e-15 | 0.10 | 0.06 | 0.24 | FALSE |
7 | GTEx | Artery Aorta | ILF3-AS1 | 0.13 | 0.05 | lasso | 6 | 0.06 | 4.5e-04 | -7.2 | -8.2 | 3.3e-16 | -0.16 | 0.37 | 0.28 | FALSE |
8 | GTEx | Brain Cerebellum | GCDH | 0.48 | 0.48 | lasso | 6 | 0.49 | 1.5e-16 | -5.0 | 5.3 | 1.3e-07 | 0.02 | 1.00 | 0.00 | FALSE |
9 | GTEx | Brain Cerebellum | AD000092.3 | 0.40 | 0.15 | lasso | 3 | 0.19 | 2.2e-06 | -4.8 | 5.3 | 1.3e-07 | 0.02 | 0.70 | 0.02 | FALSE |
10 | GTEx | Brain Cortex | GCDH | 0.33 | 0.23 | lasso | 4 | 0.26 | 7.7e-08 | 4.6 | 5.1 | 2.9e-07 | 0.02 | 0.91 | 0.00 | FALSE |
11 | GTEx | Breast Mammary Tissue (Female) | KRI1 | 0.17 | 0.03 | lasso | 3 | 0.03 | 3.5e-02 | -5.8 | -6.3 | 3.5e-10 | -0.36 | 0.04 | 0.05 | FALSE |
12 | GTEx | Breast Mammary Tissue (Female) | ZNF443 | 0.05 | -0.01 | lasso | 4 | 0.00 | 3.4e-01 | 6.7 | 5.7 | 1.4e-08 | -0.05 | 0.03 | 0.06 | FALSE |
13 | GTEx | Cells EBV-transformed lymphocytes | FARSA | 0.26 | 0.24 | lasso | 5 | 0.18 | 2.3e-06 | 4.8 | 5.3 | 1.4e-07 | 0.03 | 0.06 | 0.92 | FALSE |
14 | GTEx | Cells EBV-transformed lymphocytes | CTD-3105H18.4 | 0.20 | 0.20 | lasso | 3 | 0.16 | 6.9e-06 | 6.5 | -7.3 | 3.0e-13 | 0.06 | 0.31 | 0.31 | TRUE |
15 | GTEx | Cells EBV-transformed lymphocytes | CTD-3105H18.14 | 0.22 | 0.20 | lasso | 3 | 0.18 | 1.8e-06 | 6.5 | -7.5 | 7.6e-14 | 0.06 | 0.34 | 0.24 | FALSE |
16 | GTEx | Cells Transformed fibroblasts | CTD-3105H18.4 | 0.16 | 0.14 | enet | 4 | 0.13 | 6.0e-10 | 6.7 | -6.8 | 8.4e-12 | 0.05 | 1.00 | 0.00 | FALSE |
17 | GTEx | Cells Transformed fibroblasts | CTD-3105H18.14 | 0.17 | 0.12 | enet | 5 | 0.12 | 1.3e-09 | 6.7 | -6.8 | 1.1e-11 | 0.05 | 1.00 | 0.00 | FALSE |
18 | GTEx | Colon Transverse | ILF3-AS1 | 0.17 | 0.11 | lasso | 4 | 0.10 | 2.1e-05 | -6.1 | -7.2 | 4.0e-13 | -0.14 | 0.20 | 0.12 | FALSE |
19 | GTEx | Esophagus Mucosa | SLC44A2 | 0.13 | 0.00 | lasso | 6 | 0.02 | 1.4e-02 | 4.5 | -7.0 | 2.7e-12 | -0.46 | 0.06 | 0.65 | FALSE |
20 | GTEx | Esophagus Mucosa | ILF3-AS1 | 0.11 | 0.00 | lasso | 4 | 0.00 | 2.5e-01 | 10.5 | -12.3 | 1.0e-34 | -0.77 | 0.01 | 0.91 | TRUE |
21 | GTEx | Esophagus Muscularis | CTD-3105H18.4 | 0.13 | 0.00 | enet | 5 | 0.02 | 3.4e-02 | 6.7 | -6.3 | 2.9e-10 | 0.06 | 0.06 | 0.09 | FALSE |
22 | GTEx | Heart Left Ventricle | ILF3-AS1 | 0.16 | 0.06 | lasso | 9 | 0.04 | 3.1e-03 | -7.2 | -8.9 | 3.8e-19 | -0.16 | 0.13 | 0.05 | FALSE |
23 | GTEx | Lung | GCDH | 0.25 | 0.14 | enet | 16 | 0.15 | 1.7e-11 | 4.8 | 5.5 | 4.4e-08 | -0.01 | 1.00 | 0.00 | TRUE |
24 | GTEx | Lung | ILF3-AS1 | 0.11 | 0.10 | lasso | 4 | 0.09 | 1.8e-07 | -7.2 | -8.8 | 1.5e-18 | -0.26 | 0.82 | 0.13 | FALSE |
25 | GTEx | Muscle Skeletal | GCDH | 0.13 | 0.00 | enet | 11 | 0.00 | 4.6e-01 | 1.5 | 5.4 | 6.8e-08 | -0.03 | 0.15 | 0.03 | FALSE |
26 | GTEx | Muscle Skeletal | SLC44A2 | 0.19 | 0.18 | lasso | 5 | 0.19 | 5.1e-18 | 10.0 | 10.5 | 6.7e-26 | 0.79 | 0.45 | 0.55 | FALSE |
27 | GTEx | Muscle Skeletal | CTD-3105H18.4 | 0.13 | 0.07 | lasso | 6 | 0.05 | 1.5e-05 | 6.7 | -6.6 | 3.9e-11 | 0.04 | 0.98 | 0.00 | FALSE |
28 | GTEx | Muscle Skeletal | CTD-3105H18.14 | 0.15 | 0.09 | lasso | 8 | 0.07 | 1.4e-07 | 6.7 | -6.8 | 1.1e-11 | 0.04 | 1.00 | 0.00 | TRUE |
29 | GTEx | Nerve Tibial | CTD-3105H18.4 | 0.16 | 0.03 | lasso | 5 | 0.02 | 1.7e-02 | 6.7 | -6.3 | 3.7e-10 | 0.06 | 0.29 | 0.03 | FALSE |
30 | GTEx | Nerve Tibial | ILF3-AS1 | 0.14 | 0.04 | lasso | 3 | 0.08 | 3.8e-06 | 10.4 | -11.8 | 6.8e-32 | -0.77 | 0.01 | 0.98 | FALSE |
31 | GTEx | Skin Not Sun Exposed Suprapubic | CTD-3105H18.14 | 0.11 | 0.06 | enet | 10 | 0.06 | 3.8e-04 | 6.7 | -7.1 | 1.6e-12 | 0.06 | 0.61 | 0.18 | FALSE |
32 | GTEx | Skin Sun Exposed Lower leg | SMARCA4 | 0.15 | 0.10 | enet | 25 | 0.15 | 1.4e-12 | 5.5 | -5.8 | 7.3e-09 | -0.61 | 1.00 | 0.00 | FALSE |
33 | GTEx | Skin Sun Exposed Lower leg | YIPF2 | 0.05 | 0.05 | lasso | 2 | 0.04 | 1.6e-04 | 5.6 | -5.5 | 3.0e-08 | -0.45 | 0.73 | 0.02 | FALSE |
34 | GTEx | Skin Sun Exposed Lower leg | ILF3-AS1 | 0.14 | 0.08 | enet | 14 | 0.06 | 5.9e-06 | -7.2 | -8.6 | 5.5e-18 | -0.35 | 0.92 | 0.06 | FALSE |
35 | GTEx | Testis | JUNB | 0.21 | -0.01 | lasso | 7 | 0.00 | 1.9e-01 | 6.5 | 7.5 | 7.9e-14 | -0.07 | 0.03 | 0.34 | TRUE |
36 | GTEx | Testis | ZNF442 | 0.16 | 0.06 | enet | 3 | 0.02 | 4.4e-02 | 6.7 | 7.8 | 4.8e-15 | -0.06 | 0.06 | 0.48 | FALSE |
37 | GTEx | Testis | CTD-3105H18.4 | 0.28 | 0.16 | lasso | 3 | 0.13 | 2.0e-06 | 6.7 | -6.1 | 9.3e-10 | 0.04 | 0.94 | 0.02 | FALSE |
38 | GTEx | Testis | CTD-3105H18.14 | 0.27 | 0.16 | lasso | 5 | 0.13 | 1.7e-06 | 6.7 | -6.3 | 3.3e-10 | 0.04 | 0.94 | 0.01 | FALSE |
39 | GTEx | Vagina | CTD-2369P2.2 | 0.50 | -0.01 | lasso | 9 | 0.01 | 2.0e-01 | 8.8 | 6.7 | 1.6e-11 | 0.01 | 0.22 | 0.11 | TRUE |
40 | GTEx | Whole Blood | GCDH | 0.10 | 0.03 | lasso | 4 | 0.03 | 1.4e-03 | -4.8 | 5.3 | 1.1e-07 | 0.01 | 0.36 | 0.03 | FALSE |
41 | GTEx | Whole Blood | SLC44A2 | 0.11 | 0.01 | enet | 30 | 0.02 | 5.2e-03 | 9.9 | -6.6 | 4.7e-11 | -0.60 | 0.02 | 0.90 | FALSE |
42 | NTR | Blood | SMARCA4 | 0.07 | 0.06 | lasso | 11 | 0.06 | 9.0e-18 | 6.4 | -7.0 | 2.7e-12 | -0.43 | 1.00 | 0.00 | FALSE |
43 | ROSMAP | Brain Pre-frontal Cortex | AP1M2 | 0.09 | 0.01 | lasso | 5 | 0.03 | 3.3e-05 | 4.5 | 6.1 | 1.2e-09 | 0.37 | 0.13 | 0.20 | FALSE |
44 | ROSMAP | Brain Pre-frontal Cortex | ZNF799 | 0.04 | 0.04 | lasso | 1 | 0.02 | 7.6e-04 | 6.7 | -6.7 | 1.9e-11 | 0.05 | 0.58 | 0.02 | FALSE |
45 | ROSMAP | Brain Pre-frontal Cortex | ILF3-AS1 | 0.15 | 0.04 | bslmm | 354 | 0.18 | 7.1e-22 | -6.0 | -11.4 | 6.4e-30 | -0.61 | 0.05 | 0.95 | FALSE |
46 | The Cancer Genome Atlas | Breast Invasive Carcinoma | LOC147727 | 0.19 | 0.01 | enet | 16 | 0.05 | 3.0e-10 | 10.4 | -5.9 | 3.7e-09 | -0.47 | 0.00 | 0.54 | FALSE |
47 | The Cancer Genome Atlas | Breast Invasive Carcinoma | S1PR2 | 0.02 | 0.00 | blup | 32 | 0.01 | 1.5e-02 | -7.7 | 8.5 | 2.7e-17 | 0.04 | 0.01 | 0.03 | TRUE |
48 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | LOC147727 | 0.13 | 0.02 | blup | 28 | 0.04 | 7.2e-05 | 10.4 | -11.3 | 1.9e-29 | -0.76 | 0.01 | 0.89 | FALSE |
49 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | ZNF844 | 0.02 | 0.01 | blup | 27 | 0.01 | 9.2e-03 | 7.2 | -6.5 | 1.1e-10 | 0.10 | 0.02 | 0.22 | FALSE |
50 | The Cancer Genome Atlas | Brain Lower Grade Glioma | KANK2 | 0.28 | 0.26 | lasso | 3 | 0.26 | 4.6e-29 | -8.6 | -8.4 | 3.2e-17 | 0.00 | 0.05 | 0.95 | TRUE |
51 | The Cancer Genome Atlas | Brain Lower Grade Glioma | LOC147727 | 0.07 | 0.02 | lasso | 2 | 0.02 | 5.4e-03 | 10.5 | -11.0 | 6.6e-28 | -0.99 | 0.01 | 0.88 | FALSE |
52 | The Cancer Genome Atlas | Brain Lower Grade Glioma | ZNF799 | 0.03 | 0.02 | blup | 35 | 0.02 | 6.2e-03 | 6.7 | -5.1 | 2.8e-07 | 0.06 | 0.00 | 0.89 | TRUE |
53 | The Cancer Genome Atlas | Liver Hepatocellular Carcinoma | SLC44A2 | 0.09 | -0.01 | blup | 59 | 0.03 | 1.1e-02 | 9.9 | -7.3 | 2.8e-13 | -0.55 | 0.01 | 0.14 | FALSE |
54 | The Cancer Genome Atlas | Lung Adenocarcinoma | KRI1 | 0.05 | 0.04 | blup | 51 | 0.03 | 7.3e-05 | 4.7 | 5.3 | 1.1e-07 | 0.41 | 0.25 | 0.61 | FALSE |
55 | The Cancer Genome Atlas | Prostate Adenocarcinoma | KANK2 | 0.09 | 0.04 | blup | 76 | 0.06 | 9.5e-07 | -8.4 | -6.2 | 7.0e-10 | 0.01 | 0.01 | 0.98 | FALSE |
56 | The Cancer Genome Atlas | Prostate Adenocarcinoma | SPC24 | 0.06 | 0.00 | enet | 15 | 0.01 | 1.4e-02 | 3.8 | -5.3 | 1.3e-07 | -0.21 | 0.01 | 0.10 | TRUE |
57 | The Cancer Genome Atlas | Thyroid Carcinoma | C19orf52 | 0.05 | 0.06 | lasso | 4 | 0.06 | 2.5e-06 | 4.7 | -5.3 | 1.4e-07 | -0.42 | 0.02 | 0.98 | FALSE |
58 | The Cancer Genome Atlas | Thyroid Carcinoma | LOC147727 | 0.24 | 0.02 | enet | 18 | 0.07 | 6.1e-07 | 9.9 | -10.0 | 1.5e-23 | -0.35 | 0.01 | 0.22 | FALSE |
59 | The Cancer Genome Atlas | Thyroid Carcinoma | S1PR5 | 0.06 | 0.02 | blup | 41 | 0.03 | 8.3e-04 | -1.1 | 5.3 | 9.7e-08 | 0.20 | 0.01 | 0.70 | TRUE |
60 | The Cancer Genome Atlas | Thyroid Carcinoma | SLC44A2 | 0.32 | 0.22 | enet | 14 | 0.25 | 3.8e-24 | 8.0 | 6.4 | 1.3e-10 | 0.85 | 1.00 | 0.00 | FALSE |