Best TWAS P=2.55e-25 · Best GWAS P=1.36e-24 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 | SERPINF1 | 0.34 | 0.30 | enet | 24 | 0.34 | 2.2e-43 | 9.64 | -9.4 | 6.2e-21 | 0.01 | 0.14 | 0.86 | TRUE |
2 | CommonMind | Brain Pre-frontal Cortex | TLCD2 | 0.15 | 0.10 | lasso | 3 | 0.09 | 1.6e-10 | 8.48 | 9.2 | 3.4e-20 | -0.48 | 1.00 | 0.00 | TRUE |
3 | GTEx | Adipose Subcutaneous | SERPINF1 | 0.19 | 0.05 | lasso | 6 | 0.02 | 6.3e-03 | 9.92 | -8.6 | 6.1e-18 | 0.01 | 0.04 | 0.79 | FALSE |
4 | GTEx | Adipose Subcutaneous | SMYD4 | 0.20 | 0.14 | lasso | 2 | 0.16 | 2.6e-13 | 9.64 | -9.9 | 2.7e-23 | 0.04 | 0.12 | 0.88 | FALSE |
5 | GTEx | Artery Aorta | CRK | 0.28 | 0.05 | enet | 41 | 0.05 | 9.0e-04 | 6.26 | 5.2 | 2.5e-07 | 0.06 | 0.85 | 0.01 | FALSE |
6 | GTEx | Artery Tibial | CRK | 0.19 | 0.14 | lasso | 6 | 0.18 | 3.5e-14 | 6.26 | 6.9 | 5.4e-12 | 0.03 | 1.00 | 0.00 | FALSE |
7 | GTEx | Artery Tibial | SMYD4 | 0.20 | 0.18 | enet | 10 | 0.18 | 8.2e-14 | 9.65 | -9.5 | 3.2e-21 | 0.05 | 0.26 | 0.74 | FALSE |
8 | GTEx | Brain Cortex | SMYD4 | 0.34 | 0.17 | lasso | 4 | 0.23 | 5.3e-07 | 9.80 | -8.5 | 2.2e-17 | 0.03 | 0.08 | 0.74 | FALSE |
9 | GTEx | Cells Transformed fibroblasts | SERPINF1 | 0.20 | 0.11 | lasso | 3 | 0.16 | 5.6e-12 | 9.92 | -9.6 | 5.5e-22 | 0.02 | 0.04 | 0.96 | FALSE |
10 | GTEx | Cells Transformed fibroblasts | CRK | 0.19 | 0.06 | lasso | 6 | 0.12 | 1.6e-09 | 6.26 | 8.2 | 3.4e-16 | 0.04 | 0.99 | 0.00 | TRUE |
11 | GTEx | Cells Transformed fibroblasts | SMYD4 | 0.23 | 0.18 | lasso | 4 | 0.23 | 5.9e-17 | 9.65 | -8.3 | 8.8e-17 | 0.09 | 0.23 | 0.77 | FALSE |
12 | GTEx | Colon Sigmoid | SMYD4 | 0.33 | 0.24 | lasso | 7 | 0.24 | 5.0e-09 | 9.65 | -9.9 | 2.8e-23 | 0.05 | 0.10 | 0.90 | FALSE |
13 | GTEx | Colon Transverse | RP11-676J12.4 | 0.19 | 0.06 | lasso | 4 | 0.03 | 8.8e-03 | 5.40 | -5.6 | 2.6e-08 | 0.05 | 0.01 | 0.96 | TRUE |
14 | GTEx | Esophagus Gastroesophageal Junction | CRK | 0.24 | 0.08 | lasso | 4 | 0.06 | 4.2e-03 | 6.39 | 6.7 | 2.8e-11 | 0.05 | 0.10 | 0.04 | FALSE |
15 | GTEx | Esophagus Muscularis | CRK | 0.20 | 0.20 | enet | 16 | 0.21 | 4.0e-13 | 6.26 | 6.6 | 4.5e-11 | 0.05 | 1.00 | 0.00 | FALSE |
16 | GTEx | Esophagus Muscularis | SMYD4 | 0.24 | 0.16 | lasso | 3 | 0.18 | 3.1e-11 | 9.68 | -10.0 | 1.6e-23 | 0.05 | 0.12 | 0.88 | FALSE |
17 | GTEx | Lung | AC016292.3 | 0.11 | 0.01 | enet | 10 | 0.00 | 1.8e-01 | -7.65 | -7.2 | 7.9e-13 | 0.38 | 0.11 | 0.05 | FALSE |
18 | GTEx | Lung | SERPINF2 | 0.19 | 0.06 | enet | 22 | 0.09 | 1.2e-07 | -7.65 | 8.5 | 1.8e-17 | -0.60 | 0.08 | 0.91 | TRUE |
19 | GTEx | Lung | SMYD4 | 0.10 | 0.09 | lasso | 3 | 0.09 | 1.4e-07 | 9.65 | -9.9 | 4.9e-23 | 0.04 | 0.12 | 0.88 | FALSE |
20 | GTEx | Nerve Tibial | CRK | 0.23 | 0.12 | lasso | 6 | 0.17 | 2.5e-12 | 6.39 | 7.0 | 3.8e-12 | 0.04 | 1.00 | 0.00 | FALSE |
21 | GTEx | Nerve Tibial | SMYD4 | 0.23 | 0.14 | lasso | 4 | 0.17 | 3.2e-12 | 9.80 | -10.2 | 2.9e-24 | 0.04 | 0.09 | 0.91 | FALSE |
22 | GTEx | Pancreas | SERPINF1 | 0.31 | 0.08 | enet | 26 | 0.06 | 1.1e-03 | -8.92 | 7.9 | 3.0e-15 | -0.52 | 0.08 | 0.61 | FALSE |
23 | GTEx | Pancreas | SERPINF2 | 0.39 | 0.29 | lasso | 1 | 0.28 | 1.8e-12 | -8.92 | 8.9 | 4.5e-19 | -0.83 | 0.27 | 0.73 | FALSE |
24 | GTEx | Skin Not Sun Exposed Suprapubic | SMYD4 | 0.28 | 0.06 | enet | 36 | 0.12 | 5.8e-07 | 9.85 | -8.3 | 7.8e-17 | -0.02 | 0.10 | 0.82 | FALSE |
25 | GTEx | Skin Sun Exposed Lower leg | SMYD4 | 0.17 | 0.00 | lasso | 4 | 0.03 | 1.3e-03 | -6.46 | -6.5 | 1.1e-10 | -0.03 | 0.09 | 0.85 | FALSE |
26 | GTEx | Stomach | CRK | 0.18 | 0.06 | lasso | 5 | 0.08 | 1.8e-04 | -5.98 | 5.9 | 3.8e-09 | 0.02 | 0.58 | 0.03 | FALSE |
27 | GTEx | Testis | SERPINF1 | 0.29 | 0.14 | lasso | 6 | 0.13 | 3.0e-06 | -6.34 | -5.8 | 4.8e-09 | -0.05 | 0.45 | 0.15 | FALSE |
28 | GTEx | Testis | VPS53 | 0.30 | 0.13 | lasso | 6 | 0.19 | 8.7e-09 | -4.15 | 5.5 | 4.0e-08 | 0.01 | 0.42 | 0.49 | FALSE |
29 | GTEx | Testis | SRR | 0.13 | 0.12 | lasso | 2 | 0.09 | 6.6e-05 | 6.20 | -5.9 | 2.8e-09 | -0.01 | 0.01 | 0.98 | FALSE |
30 | GTEx | Testis | SMYD4 | 0.24 | 0.09 | enet | 14 | 0.10 | 2.9e-05 | 9.89 | -8.4 | 5.8e-17 | 0.01 | 0.06 | 0.86 | FALSE |
31 | GTEx | Thyroid | YWHAE | 0.10 | 0.01 | lasso | 5 | 0.01 | 4.9e-02 | 6.20 | 6.5 | 6.9e-11 | 0.01 | 0.23 | 0.04 | FALSE |
32 | GTEx | Thyroid | CRK | 0.12 | 0.05 | enet | 10 | 0.10 | 5.9e-08 | 5.46 | 6.0 | 2.7e-09 | 0.04 | 0.99 | 0.00 | FALSE |
33 | GTEx | Thyroid | WDR81 | 0.15 | 0.03 | lasso | 7 | 0.03 | 1.7e-03 | 2.12 | -6.3 | 2.1e-10 | 0.60 | 0.03 | 0.92 | FALSE |
34 | GTEx | Thyroid | SMYD4 | 0.32 | 0.13 | enet | 11 | 0.23 | 1.5e-17 | 9.85 | -10.3 | 9.5e-25 | 0.01 | 0.08 | 0.92 | FALSE |
35 | METSIM | Adipose | SERPINF1 | 0.06 | 0.00 | bslmm | 450 | 0.02 | 2.5e-04 | 9.85 | -8.7 | 3.1e-18 | 0.05 | 0.07 | 0.64 | FALSE |
36 | NTR | Blood | SERPINF1 | 0.02 | 0.01 | enet | 12 | 0.02 | 5.2e-06 | 9.92 | 6.4 | 1.3e-10 | 0.13 | 0.07 | 0.90 | FALSE |
37 | ROSMAP | Brain Pre-frontal Cortex | SMG6 | 0.10 | 0.03 | blup | 520 | 0.04 | 4.0e-06 | -4.78 | 5.7 | 1.5e-08 | -0.29 | 0.84 | 0.06 | FALSE |
38 | ROSMAP | Brain Pre-frontal Cortex | CRK | 0.08 | 0.08 | lasso | 7 | 0.07 | 1.3e-09 | 6.26 | 6.6 | 3.9e-11 | 0.02 | 1.00 | 0.00 | FALSE |
39 | YFS | Blood | RPA1 | 0.05 | 0.02 | bslmm | 459 | 0.04 | 9.4e-12 | 5.08 | 5.7 | 1.6e-08 | 0.02 | 1.00 | 0.00 | TRUE |
40 | YFS | Blood | SERPINF2 | 0.10 | 0.05 | enet | 16 | 0.07 | 3.1e-22 | -7.65 | 7.9 | 3.0e-15 | -0.69 | 0.91 | 0.09 | FALSE |
41 | YFS | Blood | SMYD4 | 0.17 | 0.15 | bslmm | 436 | 0.18 | 1.2e-55 | 9.68 | -9.1 | 9.7e-20 | 0.01 | 0.26 | 0.74 | FALSE |
42 | YFS | Blood | WDR81 | 0.17 | 0.16 | enet | 22 | 0.18 | 1.3e-57 | 9.92 | 7.5 | 7.6e-14 | 0.16 | 0.03 | 0.97 | FALSE |
43 | The Cancer Genome Atlas | Breast Invasive Carcinoma | C17orf91 | 0.05 | 0.03 | blup | 51 | 0.04 | 2.4e-08 | 7.25 | -7.2 | 6.0e-13 | 0.32 | 1.00 | 0.00 | FALSE |
44 | The Cancer Genome Atlas | Breast Invasive Carcinoma | SERPINF2 | 0.03 | 0.01 | enet | 6 | 0.02 | 2.9e-04 | -7.65 | 6.5 | 1.1e-10 | -0.62 | 0.08 | 0.82 | FALSE |
45 | The Cancer Genome Atlas | Breast Invasive Carcinoma | SMYD4 | 0.04 | 0.04 | lasso | 6 | 0.04 | 3.7e-09 | -3.19 | -6.5 | 1.0e-10 | 0.11 | 0.70 | 0.30 | FALSE |
46 | The Cancer Genome Atlas | Breast Invasive Carcinoma | WDR81 | 0.03 | 0.01 | lasso | 3 | 0.01 | 6.4e-03 | -7.65 | 5.4 | 7.6e-08 | -0.45 | 0.04 | 0.28 | FALSE |
47 | The Cancer Genome Atlas | Esophageal Carcinoma | SRR | 0.32 | 0.13 | lasso | 2 | 0.16 | 9.2e-06 | 6.20 | -6.2 | 5.2e-10 | -0.01 | 0.00 | 1.00 | TRUE |
48 | The Cancer Genome Atlas | Glioblastoma Multiforme | SMYD4 | 0.20 | 0.10 | lasso | 6 | 0.20 | 1.3e-06 | 9.80 | -10.4 | 2.6e-25 | 0.22 | 0.01 | 0.95 | TRUE |
49 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | C17orf91 | 0.06 | 0.05 | lasso | 2 | 0.04 | 4.6e-05 | 8.47 | -8.4 | 3.9e-17 | 0.40 | 0.89 | 0.00 | FALSE |
50 | The Cancer Genome Atlas | Brain Lower Grade Glioma | C17orf91 | 0.07 | 0.06 | lasso | 6 | 0.06 | 4.7e-07 | 7.25 | -5.9 | 3.5e-09 | 0.20 | 1.00 | 0.00 | TRUE |
51 | The Cancer Genome Atlas | Brain Lower Grade Glioma | SERPINF2 | 0.09 | 0.05 | enet | 11 | 0.08 | 4.9e-09 | 0.18 | 6.5 | 8.6e-11 | -0.43 | 0.89 | 0.07 | FALSE |
52 | The Cancer Genome Atlas | Brain Lower Grade Glioma | SMYD4 | 0.12 | 0.10 | lasso | 7 | 0.14 | 1.2e-15 | 9.80 | -8.8 | 1.5e-18 | 0.12 | 0.01 | 0.99 | FALSE |
53 | The Cancer Genome Atlas | Liver Hepatocellular Carcinoma | OVCA2 | 0.16 | 0.00 | blup | 47 | 0.00 | 6.7e-01 | -2.33 | -5.2 | 2.6e-07 | 0.03 | 0.01 | 0.09 | FALSE |
54 | The Cancer Genome Atlas | Lung Adenocarcinoma | SERPINF1 | 0.08 | 0.00 | enet | 13 | 0.03 | 4.2e-04 | -10.24 | 6.5 | 9.8e-11 | -0.73 | 0.00 | 0.97 | FALSE |
55 | The Cancer Genome Atlas | Lung Adenocarcinoma | SERPINF2 | 0.13 | 0.09 | lasso | 4 | 0.10 | 1.9e-11 | -9.00 | 10.4 | 3.9e-25 | -0.92 | 0.00 | 1.00 | TRUE |
56 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | SERPINF2 | 0.06 | 0.06 | lasso | 1 | 0.06 | 3.9e-07 | -8.96 | 9.0 | 3.1e-19 | -0.83 | 0.01 | 0.98 | FALSE |
57 | The Cancer Genome Atlas | Pancreatic Adenocarcinoma | CRK | 0.13 | 0.00 | blup | 49 | 0.05 | 3.7e-03 | 2.17 | 6.7 | 1.7e-11 | 0.07 | 0.02 | 0.43 | FALSE |
58 | The Cancer Genome Atlas | Prostate Adenocarcinoma | C17orf91 | 0.08 | 0.05 | enet | 13 | 0.04 | 2.8e-05 | -7.96 | -6.4 | 1.8e-10 | 0.22 | 0.49 | 0.03 | FALSE |
59 | The Cancer Genome Atlas | Prostate Adenocarcinoma | SERPINF1 | 0.06 | 0.03 | blup | 68 | 0.05 | 8.8e-06 | 9.64 | -5.7 | 1.4e-08 | -0.19 | 0.14 | 0.72 | FALSE |
60 | The Cancer Genome Atlas | Prostate Adenocarcinoma | SMG6 | 0.04 | 0.01 | blup | 144 | 0.02 | 5.5e-03 | 1.83 | 5.2 | 2.3e-07 | -0.01 | 0.06 | 0.43 | FALSE |
61 | The Cancer Genome Atlas | Prostate Adenocarcinoma | SMYD4 | 0.08 | 0.09 | lasso | 9 | 0.08 | 6.3e-09 | 9.56 | -9.4 | 4.7e-21 | 0.05 | 0.01 | 0.99 | FALSE |
62 | The Cancer Genome Atlas | Rectum Adenocarcinoma | SRR | 0.52 | 0.32 | lasso | 3 | 0.40 | 1.7e-10 | 4.00 | -5.6 | 2.2e-08 | 0.05 | 0.05 | 0.88 | FALSE |
63 | The Cancer Genome Atlas | Testicular Germ Cell Tumors | C17orf91 | 0.22 | 0.02 | enet | 17 | 0.12 | 4.9e-05 | 0.33 | -7.5 | 9.2e-14 | 0.42 | 0.01 | 0.14 | FALSE |
64 | The Cancer Genome Atlas | Testicular Germ Cell Tumors | SRR | 0.35 | 0.07 | enet | 11 | 0.14 | 1.1e-05 | 4.12 | -5.4 | 7.1e-08 | 0.06 | 0.01 | 0.97 | FALSE |
65 | The Cancer Genome Atlas | Thyroid Carcinoma | SMYD4 | 0.08 | 0.09 | lasso | 3 | 0.07 | 3.5e-07 | 9.80 | -9.9 | 4.2e-23 | 0.05 | 0.01 | 0.99 | FALSE |