Best TWAS P=9.3e-16 · Best GWAS P=5.38e-17 conditioned to 0.00223
# | 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 | LRP4 | 0.04 | 0.05 | lasso | 4 | 0.04 | 6.6e-06 | 6.6 | 7.0 | 1.7e-12 | 0.69 | 0.61 | 0.38 | FALSE |
2 | GTEx | Adipose Subcutaneous | ARHGAP1 | 0.08 | 0.03 | lasso | 6 | 0.05 | 3.4e-05 | 6.6 | -7.3 | 3.5e-13 | -0.80 | 0.51 | 0.38 | FALSE |
3 | GTEx | Adipose Visceral Omentum | ARHGAP1 | 0.12 | 0.02 | enet | 15 | 0.04 | 3.8e-03 | 6.4 | -5.9 | 4.5e-09 | -0.71 | 0.08 | 0.35 | FALSE |
4 | GTEx | Artery Aorta | CKAP5 | 0.09 | 0.12 | lasso | 1 | 0.07 | 1.2e-04 | 6.1 | 6.1 | 9.6e-10 | 0.76 | 0.55 | 0.41 | FALSE |
5 | GTEx | Artery Tibial | ZNF408 | 0.10 | 0.00 | lasso | 6 | 0.04 | 2.0e-04 | 7.1 | -7.4 | 1.8e-13 | -0.71 | 0.15 | 0.58 | FALSE |
6 | GTEx | Brain Cerebellum | PACSIN3 | 0.27 | 0.00 | lasso | 12 | 0.01 | 2.2e-01 | 4.4 | 5.8 | 5.0e-09 | 0.65 | 0.08 | 0.22 | FALSE |
7 | GTEx | Breast Mammary Tissue | ARHGAP1 | 0.05 | 0.00 | enet | 14 | 0.01 | 1.3e-01 | 7.1 | -7.2 | 4.1e-13 | -0.79 | 0.03 | 0.77 | FALSE |
8 | GTEx | Breast Mammary Tissue | ATG13 | 0.10 | 0.00 | lasso | 3 | 0.00 | 3.7e-01 | 4.8 | -5.4 | 7.1e-08 | -0.61 | 0.08 | 0.09 | FALSE |
9 | GTEx | Esophagus Gastroesophageal Junction | CKAP5 | 0.11 | 0.04 | lasso | 3 | 0.03 | 2.1e-02 | 8.0 | 7.0 | 3.0e-12 | 0.76 | 0.08 | 0.74 | FALSE |
10 | GTEx | Esophagus Mucosa | ARFGAP2 | 0.05 | 0.06 | lasso | 4 | 0.05 | 4.4e-04 | 8.0 | 8.0 | 9.3e-16 | 0.83 | 0.08 | 0.76 | TRUE |
11 | GTEx | Esophagus Muscularis | CKAP5 | 0.05 | 0.03 | lasso | 4 | 0.04 | 3.3e-03 | 6.1 | 6.2 | 5.3e-10 | 0.71 | 0.27 | 0.38 | FALSE |
12 | GTEx | Esophagus Muscularis | ARHGAP1 | 0.07 | 0.08 | lasso | 3 | 0.07 | 6.1e-05 | 6.1 | -6.6 | 4.8e-11 | -0.82 | 0.13 | 0.85 | FALSE |
13 | GTEx | Heart Left Ventricle | ACP2 | 0.11 | 0.06 | enet | 18 | 0.10 | 9.2e-06 | 4.1 | -5.7 | 1.5e-08 | -0.60 | 0.62 | 0.24 | FALSE |
14 | GTEx | Heart Left Ventricle | ARHGAP1 | 0.06 | 0.03 | lasso | 2 | 0.02 | 2.1e-02 | 4.6 | -5.4 | 6.4e-08 | -0.68 | 0.12 | 0.50 | FALSE |
15 | GTEx | Liver | ZNF408 | 0.10 | 0.09 | lasso | 3 | 0.08 | 3.5e-03 | 6.4 | -6.5 | 8.7e-11 | -0.81 | 0.07 | 0.40 | FALSE |
16 | GTEx | Liver | ARHGAP1 | 0.12 | 0.05 | enet | 4 | 0.05 | 1.5e-02 | 4.0 | -5.2 | 2.5e-07 | -0.62 | 0.06 | 0.40 | FALSE |
17 | GTEx | Muscle Skeletal | ARHGAP1 | 0.03 | 0.05 | lasso | 2 | 0.04 | 1.2e-04 | 7.1 | -7.1 | 1.4e-12 | -0.89 | 0.04 | 0.93 | FALSE |
18 | GTEx | Nerve Tibial | LRP4 | 0.28 | 0.24 | enet | 24 | 0.30 | 3.5e-21 | -3.6 | 5.8 | 5.7e-09 | 0.69 | 0.68 | 0.32 | FALSE |
19 | GTEx | Nerve Tibial | ARHGAP1 | 0.10 | 0.03 | enet | 14 | 0.05 | 9.7e-05 | 6.4 | -7.5 | 5.7e-14 | -0.88 | 0.02 | 0.98 | FALSE |
20 | GTEx | Nerve Tibial | LRP4-AS1 | 0.23 | 0.16 | enet | 15 | 0.24 | 1.1e-16 | -3.6 | 5.7 | 1.2e-08 | 0.65 | 0.85 | 0.15 | FALSE |
21 | GTEx | Ovary | ARHGAP1 | 0.25 | 0.09 | lasso | 16 | 0.18 | 3.8e-05 | 4.7 | -6.9 | 5.0e-12 | -0.79 | 0.13 | 0.56 | FALSE |
22 | GTEx | Pancreas | LRP4 | 0.11 | 0.10 | enet | 16 | 0.14 | 1.8e-06 | 8.0 | -7.8 | 8.7e-15 | -0.83 | 0.03 | 0.96 | FALSE |
23 | GTEx | Pancreas | ARHGAP1 | 0.09 | 0.06 | lasso | 7 | 0.04 | 6.4e-03 | 7.1 | -7.3 | 3.1e-13 | -0.87 | 0.05 | 0.77 | FALSE |
24 | GTEx | Pancreas | LRP4-AS1 | 0.10 | 0.08 | lasso | 6 | 0.12 | 1.4e-05 | 8.0 | -7.6 | 2.7e-14 | -0.87 | 0.04 | 0.96 | FALSE |
25 | GTEx | Prostate | CELF1 | 0.17 | 0.16 | lasso | 2 | 0.12 | 6.2e-04 | 6.6 | 6.6 | 4.3e-11 | 0.63 | 0.08 | 0.61 | FALSE |
26 | GTEx | Prostate | ZNF408 | 0.19 | 0.10 | lasso | 2 | 0.10 | 1.6e-03 | 6.6 | -7.0 | 2.9e-12 | -0.70 | 0.14 | 0.08 | FALSE |
27 | GTEx | Skin Not Sun Exposed Suprapubic | DDB2 | 0.07 | 0.02 | enet | 13 | 0.04 | 3.5e-03 | 4.1 | 6.5 | 7.9e-11 | 0.74 | 0.11 | 0.33 | FALSE |
28 | GTEx | Skin Not Sun Exposed Suprapubic | PACSIN3 | 0.11 | 0.05 | lasso | 3 | 0.10 | 3.4e-06 | 3.1 | 5.5 | 3.7e-08 | 0.67 | 0.31 | 0.52 | FALSE |
29 | GTEx | Skin Not Sun Exposed Suprapubic | ARHGAP1 | 0.06 | 0.01 | lasso | 9 | 0.00 | 2.8e-01 | 6.6 | -7.4 | 1.2e-13 | -0.84 | 0.12 | 0.30 | FALSE |
30 | GTEx | Skin Not Sun Exposed Suprapubic | ATG13 | 0.12 | 0.07 | lasso | 5 | 0.06 | 3.3e-04 | 4.9 | -5.3 | 1.3e-07 | -0.54 | 0.89 | 0.02 | FALSE |
31 | GTEx | Skin Sun Exposed Lower leg | DDB2 | 0.08 | 0.10 | lasso | 4 | 0.10 | 5.8e-09 | 7.9 | 7.7 | 1.6e-14 | 0.77 | 0.19 | 0.81 | FALSE |
32 | GTEx | Skin Sun Exposed Lower leg | PACSIN3 | 0.17 | 0.11 | lasso | 4 | 0.12 | 5.5e-10 | 3.1 | 5.5 | 3.1e-08 | 0.67 | 0.86 | 0.14 | FALSE |
33 | GTEx | Skin Sun Exposed Lower leg | ARHGAP1 | 0.08 | 0.01 | lasso | 5 | 0.02 | 1.4e-02 | 7.1 | -8.0 | 1.1e-15 | -0.91 | 0.03 | 0.90 | FALSE |
34 | GTEx | Spleen | ACP2 | 0.19 | -0.01 | lasso | 5 | 0.04 | 4.1e-02 | 5.5 | -5.5 | 4.0e-08 | -0.58 | 0.11 | 0.14 | FALSE |
35 | GTEx | Testis | LRP4 | 0.17 | 0.00 | lasso | 3 | -0.01 | 7.8e-01 | 5.9 | -5.2 | 2.1e-07 | -0.61 | 0.04 | 0.09 | FALSE |
36 | METSIM | Adipose | ARHGAP1 | 0.08 | 0.02 | enet | 23 | 0.06 | 3.6e-09 | 8.4 | -5.4 | 5.7e-08 | -0.76 | 0.01 | 0.99 | FALSE |
37 | METSIM | Adipose | DDB2 | 0.03 | 0.03 | lasso | 2 | 0.02 | 1.9e-04 | 5.5 | -5.8 | 5.9e-09 | -0.57 | 0.39 | 0.54 | FALSE |
38 | METSIM | Adipose | RAPSN | 0.11 | 0.01 | enet | 21 | 0.06 | 7.9e-09 | 7.4 | 5.5 | 3.1e-08 | 0.52 | 0.22 | 0.77 | FALSE |
39 | NTR | Blood | DDB2 | 0.01 | 0.00 | lasso | 7 | 0.01 | 2.2e-03 | 5.5 | -5.5 | 4.5e-08 | -0.50 | 0.31 | 0.05 | FALSE |
40 | ROSMAP | Brain Pre-frontal Cortex | LRP4 | 0.04 | 0.06 | blup | 286 | 0.05 | 3.5e-07 | 4.6 | 6.0 | 1.8e-09 | 0.64 | 0.86 | 0.14 | FALSE |
41 | ROSMAP | Brain Pre-frontal Cortex | DDB2 | 0.04 | 0.03 | enet | 15 | 0.03 | 7.1e-05 | 6.6 | -6.0 | 1.7e-09 | -0.46 | 0.90 | 0.03 | FALSE |
42 | ROSMAP | Brain Pre-frontal Cortex | C11orf49 | 0.02 | 0.02 | blup | 322 | 0.02 | 3.3e-04 | 7.9 | 7.7 | 1.0e-14 | 0.83 | 0.09 | 0.91 | FALSE |
43 | The Cancer Genome Atlas | Breast Invasive Carcinoma | ARHGAP1 | 0.02 | 0.01 | blup | 26 | 0.02 | 2.7e-04 | 7.1 | -6.8 | 7.4e-12 | -0.82 | 0.00 | 0.95 | FALSE |
44 | The Cancer Genome Atlas | Breast Invasive Carcinoma | C11orf49 | 0.05 | 0.00 | blup | 90 | 0.02 | 3.0e-04 | 5.2 | 5.7 | 1.1e-08 | 0.56 | 0.14 | 0.46 | FALSE |
45 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | ACP2 | 0.03 | 0.03 | blup | 44 | 0.04 | 3.5e-05 | 5.3 | -5.2 | 1.9e-07 | -0.57 | 0.40 | 0.49 | FALSE |
46 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | CKAP5 | 0.09 | 0.01 | blup | 58 | 0.04 | 2.9e-03 | 6.2 | 5.2 | 2.1e-07 | 0.61 | 0.10 | 0.41 | FALSE |
47 | The Cancer Genome Atlas | Pancreatic Adenocarcinoma | ARHGAP1 | 0.11 | 0.01 | blup | 26 | 0.03 | 2.7e-02 | 3.6 | -6.5 | 5.7e-11 | -0.78 | 0.01 | 0.56 | FALSE |
48 | The Cancer Genome Atlas | Prostate Adenocarcinoma | ARHGAP1 | 0.05 | 0.04 | blup | 26 | 0.05 | 1.1e-05 | 7.1 | -6.9 | 4.9e-12 | -0.83 | 0.00 | 1.00 | FALSE |
49 | The Cancer Genome Atlas | Prostate Adenocarcinoma | ZNF408 | 0.02 | 0.00 | blup | 27 | 0.02 | 4.3e-03 | 6.1 | -7.2 | 7.1e-13 | -0.85 | 0.01 | 0.77 | FALSE |
50 | The Cancer Genome Atlas | Soft Tissue Sarcoma | ACP2 | 0.08 | 0.06 | enet | 7 | 0.06 | 1.6e-04 | 5.5 | -5.5 | 3.0e-08 | -0.56 | 0.01 | 0.62 | FALSE |
51 | The Cancer Genome Atlas | Thyroid Carcinoma | PACSIN3 | 0.09 | 0.01 | enet | 5 | 0.03 | 3.1e-04 | 3.3 | 5.1 | 3.0e-07 | 0.60 | 0.02 | 0.85 | FALSE |
52 | The Cancer Genome Atlas | Uterine Corpus Endometrial Carcinoma | ZNF408 | 0.27 | 0.01 | blup | 27 | 0.09 | 1.5e-03 | 5.1 | -5.5 | 3.2e-08 | -0.56 | 0.02 | 0.20 | FALSE |