Best TWAS P=3.95e-34 · Best GWAS P=5.25e-36 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 | HSD17B11 | 0.15 | 0.05 | lasso | 8 | 0.08 | 1.4e-09 | -7.12 | 7.8 | 6.6e-15 | 0.66 | 0.03 | 0.97 | TRUE |
2 | CommonMind | Brain Pre-frontal Cortex | HSD17B13 | 0.32 | 0.28 | bslmm | 424 | 0.29 | 2.8e-35 | 12.31 | 11.2 | 6.1e-29 | 0.66 | 0.04 | 0.96 | FALSE |
3 | GTEx | Adipose Visceral Omentum | HSD17B11 | 0.13 | 0.01 | lasso | 4 | 0.03 | 8.0e-03 | 10.89 | 12.0 | 2.5e-33 | 0.75 | 0.06 | 0.83 | TRUE |
4 | GTEx | Artery Aorta | MAPK10 | 0.15 | 0.17 | enet | 16 | 0.17 | 1.4e-09 | -6.93 | 6.9 | 4.4e-12 | 0.10 | 0.01 | 0.99 | FALSE |
5 | GTEx | Artery Aorta | ARHGAP24 | 0.24 | 0.13 | enet | 8 | 0.14 | 2.2e-08 | 5.13 | 6.0 | 1.5e-09 | 0.10 | 0.96 | 0.04 | TRUE |
6 | GTEx | Artery Aorta | RP13-514E23.2 | 0.26 | 0.09 | lasso | 6 | 0.10 | 2.2e-06 | 5.80 | 5.9 | 3.9e-09 | 0.10 | 0.92 | 0.08 | FALSE |
7 | GTEx | Artery Tibial | ARHGAP24 | 0.26 | 0.19 | enet | 14 | 0.21 | 2.7e-16 | 5.80 | 5.7 | 1.3e-08 | 0.07 | 0.86 | 0.14 | FALSE |
8 | GTEx | Artery Tibial | HSD17B11 | 0.24 | 0.10 | lasso | 7 | 0.07 | 4.7e-06 | -3.84 | 5.3 | 1.1e-07 | 0.41 | 0.90 | 0.08 | FALSE |
9 | GTEx | Artery Tibial | RP13-514E23.2 | 0.22 | 0.16 | enet | 10 | 0.18 | 1.2e-13 | 5.80 | 5.9 | 4.1e-09 | 0.08 | 0.87 | 0.13 | FALSE |
10 | GTEx | Brain Cerebellar Hemisphere | HSD17B13 | 0.37 | 0.21 | lasso | 11 | 0.12 | 4.7e-04 | 12.13 | 10.9 | 1.3e-27 | 0.49 | 0.05 | 0.81 | FALSE |
11 | GTEx | Brain Cerebellum | HSD17B13 | 0.26 | 0.21 | lasso | 4 | 0.18 | 5.8e-06 | 12.13 | 12.0 | 2.4e-33 | 0.69 | 0.04 | 0.93 | FALSE |
12 | GTEx | Brain Cortex | HSD17B13 | 0.28 | 0.23 | enet | 10 | 0.26 | 8.9e-08 | 12.13 | 10.8 | 5.7e-27 | 0.59 | 0.05 | 0.89 | FALSE |
13 | GTEx | Breast Mammary Tissue | RP11-529H2.2 | 0.22 | 0.07 | enet | 9 | 0.06 | 6.3e-04 | 9.39 | 9.8 | 1.4e-22 | 0.87 | 0.01 | 0.97 | TRUE |
14 | GTEx | Breast Mammary Tissue (Female) | RP11-529H2.2 | 0.07 | 0.03 | lasso | 1 | -0.01 | 8.0e-01 | 10.63 | 10.6 | 2.2e-26 | 0.90 | 0.03 | 0.30 | FALSE |
15 | GTEx | Colon Sigmoid | MAPK10 | 0.25 | 0.11 | lasso | 8 | 0.07 | 1.6e-03 | -6.95 | 5.9 | 3.1e-09 | 0.10 | 0.01 | 0.97 | FALSE |
16 | GTEx | Esophagus Gastroesophageal Junction | HSD17B11 | 0.20 | -0.01 | enet | 28 | 0.02 | 5.7e-02 | 12.11 | 6.2 | 5.9e-10 | 0.51 | 0.02 | 0.79 | FALSE |
17 | GTEx | Esophagus Mucosa | HSD17B11 | 0.09 | 0.04 | lasso | 6 | 0.07 | 2.3e-05 | 9.39 | 8.9 | 8.1e-19 | 0.69 | 0.26 | 0.58 | TRUE |
18 | GTEx | Esophagus Mucosa | RP11-529H2.2 | 0.12 | 0.00 | lasso | 7 | 0.00 | 1.6e-01 | 9.39 | 6.1 | 1.2e-09 | 0.69 | 0.08 | 0.16 | FALSE |
19 | GTEx | Esophagus Muscularis | HSD17B13 | 0.12 | 0.04 | lasso | 5 | 0.02 | 1.9e-02 | -8.65 | 8.7 | 3.6e-18 | 0.72 | 0.07 | 0.21 | FALSE |
20 | GTEx | Esophagus Muscularis | HSD17B11 | 0.29 | 0.05 | enet | 66 | 0.07 | 6.9e-05 | 10.83 | 6.2 | 4.6e-10 | 0.52 | 0.05 | 0.93 | FALSE |
21 | GTEx | Lung | HSD17B13 | 0.07 | 0.01 | lasso | 4 | 0.00 | 1.8e-01 | 12.52 | -10.6 | 2.3e-26 | -0.88 | 0.01 | 0.97 | FALSE |
22 | GTEx | Nerve Tibial | HSD17B13 | 0.46 | 0.07 | lasso | 9 | 0.27 | 3.6e-19 | 7.00 | 5.9 | 3.6e-09 | 0.12 | 0.85 | 0.15 | FALSE |
23 | GTEx | Ovary | HSD17B13 | 0.34 | 0.19 | enet | 24 | 0.11 | 1.0e-03 | 12.37 | 9.1 | 7.8e-20 | 0.45 | 0.05 | 0.75 | FALSE |
24 | GTEx | Pancreas | NUDT9 | 0.21 | 0.05 | enet | 18 | 0.07 | 1.0e-03 | 4.42 | -7.1 | 1.5e-12 | -0.41 | 0.15 | 0.18 | FALSE |
25 | GTEx | Skin Sun Exposed Lower leg | HSD17B13 | 0.11 | 0.09 | lasso | 5 | 0.08 | 2.2e-07 | 10.88 | -10.9 | 9.9e-28 | -0.91 | 0.24 | 0.75 | FALSE |
26 | GTEx | Thyroid | PTPN13 | 0.41 | 0.31 | lasso | 6 | 0.30 | 3.2e-23 | -6.99 | -7.1 | 1.7e-12 | -0.14 | 1.00 | 0.00 | TRUE |
27 | GTEx | Thyroid | HSD17B11 | 0.15 | 0.04 | enet | 16 | 0.05 | 1.6e-04 | 9.39 | 6.6 | 5.1e-11 | 0.67 | 0.07 | 0.76 | TRUE |
28 | GTEx | Thyroid | RP11-529H2.2 | 0.10 | 0.06 | lasso | 5 | 0.04 | 4.4e-04 | 9.39 | 9.8 | 1.4e-22 | 0.85 | 0.06 | 0.92 | FALSE |
29 | METSIM | Adipose | HSD17B13 | 0.20 | 0.10 | bslmm | 416 | 0.12 | 7.3e-18 | -8.65 | 7.5 | 8.2e-14 | 0.60 | 1.00 | 0.00 | FALSE |
30 | NTR | Blood | HSD17B13 | 0.04 | 0.04 | bslmm | 425 | 0.04 | 9.1e-14 | 12.37 | 12.2 | 3.9e-34 | 0.68 | 0.04 | 0.96 | TRUE |
31 | ROSMAP | Brain Pre-frontal Cortex | SPARCL1 | 0.17 | 0.11 | lasso | 7 | 0.10 | 6.2e-13 | 5.22 | -5.3 | 1.4e-07 | -0.26 | 1.00 | 0.00 | FALSE |
32 | ROSMAP | Brain Pre-frontal Cortex | NUDT9 | 0.09 | 0.00 | bslmm | 472 | 0.05 | 1.3e-06 | 4.42 | -6.2 | 5.9e-10 | -0.28 | 0.39 | 0.09 | FALSE |
33 | ROSMAP | Brain Pre-frontal Cortex | HSD17B13 | 0.45 | 0.42 | lasso | 9 | 0.46 | 1.2e-66 | 12.31 | 11.0 | 2.4e-28 | 0.59 | 0.02 | 0.98 | FALSE |
34 | YFS | Blood | HSD17B13 | 0.24 | 0.19 | bslmm | 407 | 0.20 | 7.5e-63 | 12.31 | 11.6 | 5.2e-31 | 0.62 | 0.02 | 0.98 | FALSE |
35 | The Cancer Genome Atlas | Breast Invasive Carcinoma | HSD17B11 | 0.12 | 0.02 | enet | 16 | 0.06 | 1.7e-12 | 11.24 | 9.3 | 1.1e-20 | 0.59 | 0.01 | 0.99 | FALSE |
36 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | C4orf36 | 0.02 | 0.01 | blup | 36 | 0.01 | 3.7e-02 | 4.08 | -5.6 | 1.8e-08 | -0.17 | 0.01 | 0.58 | FALSE |
37 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | HSD17B11 | 0.05 | 0.02 | enet | 9 | 0.04 | 2.6e-05 | -4.43 | 9.2 | 5.9e-20 | 0.72 | 0.02 | 0.84 | FALSE |
38 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | HSD17B11 | 0.16 | 0.07 | blup | 51 | 0.06 | 1.9e-04 | -4.36 | 9.5 | 3.1e-21 | 0.70 | 0.10 | 0.54 | FALSE |
39 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | HSD17B13 | 0.11 | 0.01 | blup | 43 | 0.07 | 1.3e-04 | 7.00 | 7.1 | 9.1e-13 | 0.48 | 0.02 | 0.25 | FALSE |
40 | The Cancer Genome Atlas | Brain Lower Grade Glioma | HSD17B11 | 0.35 | 0.01 | enet | 11 | 0.07 | 8.2e-09 | -0.48 | 5.2 | 2.0e-07 | 0.47 | 0.02 | 0.53 | FALSE |
41 | The Cancer Genome Atlas | Brain Lower Grade Glioma | HSD17B13 | 0.07 | 0.01 | blup | 43 | 0.03 | 1.7e-04 | 12.31 | 7.0 | 1.8e-12 | 0.18 | 0.06 | 0.90 | FALSE |
42 | The Cancer Genome Atlas | Lung Adenocarcinoma | HSD17B13 | 0.05 | 0.07 | enet | 8 | 0.07 | 5.4e-09 | 10.63 | -11.0 | 3.0e-28 | -0.91 | 0.03 | 0.97 | FALSE |
43 | The Cancer Genome Atlas | Ovarian Serous Cystadenocarcinoma | HSD17B11 | 0.06 | 0.02 | blup | 51 | 0.05 | 2.2e-04 | 12.52 | 9.1 | 1.4e-19 | 0.83 | 0.00 | 0.88 | FALSE |
44 | The Cancer Genome Atlas | Stomach Adenocarcinoma | HSD17B11 | 0.04 | 0.03 | blup | 50 | 0.00 | 3.3e-01 | -4.47 | 5.7 | 9.6e-09 | 0.57 | 0.06 | 0.23 | FALSE |
45 | The Cancer Genome Atlas | Thyroid Carcinoma | HSD17B11 | 0.14 | 0.11 | blup | 51 | 0.16 | 7.0e-15 | 10.63 | 7.1 | 1.4e-12 | 0.70 | 0.45 | 0.55 | FALSE |
46 | The Cancer Genome Atlas | Thyroid Carcinoma | HSD17B13 | 0.04 | 0.01 | blup | 43 | 0.02 | 3.2e-03 | 1.88 | -6.7 | 2.0e-11 | -0.79 | 0.02 | 0.59 | TRUE |