Best TWAS P=7.93e-16 · Best GWAS P=1.38e-14 conditioned to 0.0777
# | 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 | MTCH2 | 0.03 | 0.00 | bslmm | 299 | 0.00 | 1.1e-01 | 5.7 | -6.6 | 3.1e-11 | -0.44 | 0.13 | 0.10 | FALSE |
2 | GTEx | Adipose Subcutaneous | PTPRJ | 0.05 | 0.05 | lasso | 2 | 0.04 | 3.9e-04 | 6.9 | 6.8 | 1.3e-11 | 0.59 | 0.01 | 0.97 | FALSE |
3 | GTEx | Artery Aorta | PACSIN3 | 0.10 | 0.04 | lasso | 4 | 0.03 | 1.1e-02 | 3.5 | 6.3 | 3.9e-10 | 0.45 | 0.17 | 0.56 | FALSE |
4 | GTEx | Brain Cortex | MTCH2 | 0.21 | 0.19 | lasso | 6 | 0.16 | 4.0e-05 | -6.3 | -6.7 | 1.6e-11 | -0.62 | 0.17 | 0.60 | FALSE |
5 | GTEx | Breast Mammary Tissue (Female) | PSMC3 | 0.02 | 0.01 | lasso | 1 | 0.04 | 2.5e-02 | 6.3 | -6.3 | 3.0e-10 | -0.72 | 0.02 | 0.24 | FALSE |
6 | GTEx | Cells Transformed fibroblasts | PSMC3 | 0.07 | 0.00 | enet | 13 | 0.02 | 2.3e-02 | 6.3 | -5.7 | 1.0e-08 | -0.59 | 0.04 | 0.72 | FALSE |
7 | GTEx | Esophagus Gastroesophageal Junction | CKAP5 | 0.11 | 0.04 | lasso | 3 | 0.03 | 2.1e-02 | 5.7 | 5.8 | 7.8e-09 | 0.38 | 0.04 | 0.85 | FALSE |
8 | GTEx | Esophagus Mucosa | ARFGAP2 | 0.05 | 0.06 | lasso | 4 | 0.05 | 4.4e-04 | 5.7 | 5.6 | 2.6e-08 | 0.31 | 0.24 | 0.29 | FALSE |
9 | GTEx | Esophagus Mucosa | PACSIN3 | 0.24 | 0.19 | lasso | 8 | 0.21 | 7.5e-14 | 4.1 | 5.3 | 8.9e-08 | 0.38 | 1.00 | 0.00 | FALSE |
10 | GTEx | Esophagus Muscularis | C1QTNF4 | 0.10 | 0.05 | enet | 23 | 0.06 | 1.4e-04 | -4.0 | 5.3 | 1.1e-07 | 0.42 | 0.68 | 0.20 | FALSE |
11 | GTEx | Lung | PSMC3 | 0.07 | 0.02 | lasso | 2 | 0.03 | 3.6e-03 | 5.6 | -5.6 | 2.3e-08 | -0.46 | 0.16 | 0.20 | FALSE |
12 | GTEx | Lung | C1QTNF4 | 0.18 | 0.15 | lasso | 6 | 0.13 | 3.2e-10 | -4.9 | 5.3 | 1.3e-07 | 0.47 | 0.58 | 0.42 | FALSE |
13 | GTEx | Muscle Skeletal | MTCH2 | 0.05 | 0.03 | enet | 15 | 0.04 | 1.5e-04 | -6.4 | -5.6 | 1.9e-08 | -0.54 | 0.27 | 0.68 | FALSE |
14 | GTEx | Muscle Skeletal | SLC39A13 | 0.05 | 0.01 | lasso | 3 | 0.01 | 8.5e-02 | 5.6 | -6.2 | 5.3e-10 | -0.59 | 0.06 | 0.47 | FALSE |
15 | GTEx | Muscle Skeletal | ARHGAP1 | 0.03 | 0.05 | lasso | 2 | 0.04 | 1.2e-04 | 5.1 | -5.1 | 3.0e-07 | -0.24 | 0.06 | 0.91 | FALSE |
16 | GTEx | Nerve Tibial | PTPRJ | 0.05 | 0.03 | enet | 13 | 0.03 | 2.7e-03 | 4.0 | 5.9 | 3.3e-09 | 0.51 | 0.13 | 0.40 | FALSE |
17 | GTEx | Nerve Tibial | SLC39A13 | 0.07 | 0.01 | enet | 14 | 0.02 | 7.6e-03 | -4.8 | -6.6 | 4.5e-11 | -0.58 | 0.09 | 0.53 | FALSE |
18 | GTEx | Pancreas | LRP4 | 0.11 | 0.10 | enet | 16 | 0.14 | 1.8e-06 | 5.7 | -5.2 | 1.8e-07 | -0.34 | 0.16 | 0.83 | FALSE |
19 | GTEx | Pancreas | LRP4-AS1 | 0.10 | 0.08 | lasso | 6 | 0.12 | 1.4e-05 | 5.7 | -5.2 | 2.5e-07 | -0.31 | 0.21 | 0.73 | FALSE |
20 | GTEx | Prostate | PSMC3 | 0.21 | 0.10 | lasso | 6 | 0.20 | 7.9e-06 | 5.5 | -7.2 | 7.0e-13 | -0.56 | 0.10 | 0.40 | FALSE |
21 | GTEx | Skin Not Sun Exposed Suprapubic | LRP4 | 0.13 | 0.00 | lasso | 7 | 0.02 | 3.5e-02 | 6.0 | 7.6 | 3.8e-14 | 0.53 | 0.07 | 0.50 | FALSE |
22 | GTEx | Skin Not Sun Exposed Suprapubic | DDB2 | 0.07 | 0.02 | enet | 13 | 0.04 | 3.5e-03 | 4.7 | 5.6 | 2.0e-08 | 0.40 | 0.13 | 0.15 | FALSE |
23 | GTEx | Skin Not Sun Exposed Suprapubic | PACSIN3 | 0.11 | 0.05 | lasso | 3 | 0.10 | 3.4e-06 | 4.1 | 5.6 | 1.8e-08 | 0.36 | 0.52 | 0.20 | FALSE |
24 | GTEx | Skin Sun Exposed Lower leg | DDB2 | 0.08 | 0.10 | lasso | 4 | 0.10 | 5.8e-09 | 6.0 | 5.1 | 2.9e-07 | 0.27 | 0.14 | 0.86 | FALSE |
25 | GTEx | Skin Sun Exposed Lower leg | ACP2 | 0.16 | 0.14 | enet | 15 | 0.15 | 1.8e-12 | 4.9 | -5.8 | 6.1e-09 | -0.46 | 0.78 | 0.22 | FALSE |
26 | GTEx | Skin Sun Exposed Lower leg | PACSIN3 | 0.17 | 0.11 | lasso | 4 | 0.12 | 5.5e-10 | 4.1 | 5.5 | 4.8e-08 | 0.35 | 0.99 | 0.01 | FALSE |
27 | GTEx | Skin Sun Exposed Lower leg | PSMC3 | 0.20 | 0.05 | lasso | 7 | 0.10 | 1.2e-08 | 6.3 | -6.8 | 8.5e-12 | -0.68 | 0.08 | 0.92 | FALSE |
28 | GTEx | Skin Sun Exposed Lower leg | ARHGAP1 | 0.08 | 0.01 | lasso | 5 | 0.02 | 1.4e-02 | 5.1 | -5.8 | 5.9e-09 | -0.29 | 0.02 | 0.93 | FALSE |
29 | GTEx | Spleen | C1QTNF4 | 0.31 | 0.28 | enet | 29 | 0.34 | 1.8e-09 | -6.3 | 5.2 | 1.8e-07 | 0.34 | 0.38 | 0.60 | FALSE |
30 | GTEx | Testis | NR1H3 | 0.10 | 0.10 | lasso | 6 | 0.08 | 2.9e-04 | 6.1 | -5.8 | 8.8e-09 | -0.45 | 0.23 | 0.63 | FALSE |
31 | GTEx | Whole Blood | C1QTNF4 | 0.09 | 0.05 | lasso | 3 | 0.03 | 1.4e-03 | -6.3 | 6.3 | 2.9e-10 | 0.54 | 0.27 | 0.58 | FALSE |
32 | METSIM | Adipose | C1QTNF4 | 0.24 | 0.31 | lasso | 7 | 0.31 | 1.2e-46 | -6.2 | 6.3 | 2.5e-10 | 0.55 | 0.98 | 0.02 | FALSE |
33 | METSIM | Adipose | MYBPC3 | 0.11 | 0.10 | enet | 26 | 0.11 | 1.0e-15 | -4.8 | 5.2 | 1.6e-07 | 0.44 | 0.30 | 0.70 | FALSE |
34 | METSIM | Adipose | PSMC3 | 0.06 | 0.03 | enet | 28 | 0.04 | 2.3e-06 | -5.3 | -5.9 | 3.6e-09 | -0.63 | 0.06 | 0.94 | FALSE |
35 | METSIM | Adipose | RAPSN | 0.11 | 0.01 | enet | 21 | 0.06 | 7.9e-09 | 3.5 | 6.7 | 1.7e-11 | 0.41 | 0.94 | 0.04 | FALSE |
36 | NTR | Blood | MADD | 0.01 | 0.01 | enet | 8 | 0.01 | 4.7e-03 | 5.4 | 5.3 | 9.7e-08 | 0.31 | 0.16 | 0.08 | FALSE |
37 | NTR | Blood | MTCH2 | 0.02 | 0.04 | lasso | 1 | 0.04 | 1.3e-11 | -6.0 | 6.0 | 1.7e-09 | 0.51 | 0.97 | 0.03 | FALSE |
38 | ROSMAP | Brain Pre-frontal Cortex | MTCH2 | 0.35 | 0.40 | enet | 9 | 0.40 | 4.7e-56 | -6.2 | -5.9 | 3.0e-09 | -0.50 | 0.98 | 0.02 | FALSE |
39 | ROSMAP | Brain Pre-frontal Cortex | ACP2 | 0.03 | 0.00 | blup | 295 | 0.02 | 1.5e-03 | -4.8 | -5.2 | 2.0e-07 | -0.48 | 0.25 | 0.42 | FALSE |
40 | ROSMAP | Brain Pre-frontal Cortex | C11orf49 | 0.02 | 0.02 | blup | 322 | 0.02 | 3.3e-04 | 5.4 | 5.2 | 2.4e-07 | 0.35 | 0.42 | 0.55 | FALSE |
41 | ROSMAP | Brain Pre-frontal Cortex | CELF1 | 0.03 | 0.01 | bslmm | 289 | 0.01 | 2.9e-02 | 6.5 | 8.1 | 7.9e-16 | 0.83 | 0.02 | 0.87 | TRUE |
42 | ROSMAP | Brain Pre-frontal Cortex | PSMC3 | 0.15 | 0.08 | bslmm | 285 | 0.10 | 5.1e-13 | 5.5 | -6.7 | 1.7e-11 | -0.54 | 0.09 | 0.91 | FALSE |
43 | ROSMAP | Brain Pre-frontal Cortex | C1QTNF4 | 0.05 | 0.06 | blup | 281 | 0.06 | 1.7e-08 | -4.8 | 7.3 | 2.6e-13 | 0.65 | 0.98 | 0.02 | FALSE |
44 | YFS | Blood | NUP160 | 0.02 | 0.01 | blup | 290 | 0.01 | 1.7e-04 | -6.3 | -5.5 | 4.2e-08 | -0.63 | 0.57 | 0.08 | FALSE |
45 | YFS | Blood | PSMC3 | 0.02 | 0.01 | blup | 289 | 0.01 | 2.8e-05 | -4.0 | -6.3 | 2.7e-10 | -0.48 | 0.19 | 0.72 | FALSE |
46 | The Cancer Genome Atlas | Bladder Urothelial Carcinoma | C1QTNF4 | 0.06 | 0.07 | lasso | 2 | 0.06 | 4.9e-06 | -6.1 | 5.7 | 1.2e-08 | 0.48 | 0.00 | 1.00 | FALSE |
47 | The Cancer Genome Atlas | Breast Invasive Carcinoma | C11orf49 | 0.05 | 0.00 | blup | 90 | 0.02 | 3.0e-04 | 2.9 | 5.3 | 1.2e-07 | 0.30 | 0.13 | 0.49 | FALSE |
48 | The Cancer Genome Atlas | Breast Invasive Carcinoma | NUP160 | 0.03 | 0.01 | blup | 44 | 0.01 | 1.9e-03 | -6.4 | -6.1 | 1.3e-09 | -0.63 | 0.01 | 0.73 | FALSE |
49 | The Cancer Genome Atlas | Colon Adenocarcinoma | KBTBD4 | 0.14 | 0.01 | blup | 13 | 0.02 | 1.6e-02 | 2.2 | -5.8 | 6.8e-09 | -0.56 | 0.00 | 0.50 | FALSE |
50 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | C1QTNF4 | 0.06 | 0.08 | lasso | 3 | 0.08 | 7.5e-09 | -6.2 | 6.2 | 7.1e-10 | 0.52 | 0.00 | 1.00 | FALSE |
51 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | FNBP4 | 0.10 | 0.03 | blup | 45 | 0.05 | 7.7e-06 | -6.3 | -5.7 | 1.4e-08 | -0.53 | 0.00 | 0.99 | FALSE |
52 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | NUP160 | 0.08 | 0.03 | blup | 42 | 0.04 | 6.7e-05 | -6.5 | -5.3 | 1.0e-07 | -0.49 | 0.01 | 0.97 | FALSE |
53 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | PSMC3 | 0.05 | 0.01 | lasso | 3 | 0.02 | 9.4e-04 | 4.0 | -5.7 | 9.5e-09 | -0.52 | 0.04 | 0.08 | FALSE |
54 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | ACP2 | 0.03 | 0.03 | blup | 44 | 0.04 | 3.5e-05 | 6.1 | -5.1 | 3.1e-07 | -0.44 | 0.02 | 0.98 | FALSE |
55 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | C1QTNF4 | 0.12 | 0.14 | enet | 4 | 0.16 | 6.5e-18 | -6.2 | 5.6 | 2.1e-08 | 0.46 | 0.00 | 1.00 | FALSE |
56 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | PSMC3 | 0.05 | 0.04 | lasso | 3 | 0.05 | 3.8e-06 | -5.3 | -5.4 | 5.2e-08 | -0.57 | 0.67 | 0.22 | FALSE |
57 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | C1QTNF4 | 0.13 | 0.16 | lasso | 1 | 0.16 | 3.1e-09 | -6.0 | 6.0 | 1.6e-09 | 0.51 | 0.00 | 1.00 | FALSE |
58 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | NUP160 | 0.13 | 0.05 | lasso | 4 | 0.04 | 2.6e-03 | 5.1 | -5.1 | 2.9e-07 | -0.66 | 0.09 | 0.04 | FALSE |
59 | The Cancer Genome Atlas | Brain Lower Grade Glioma | MTCH2 | 0.11 | 0.11 | lasso | 2 | 0.10 | 6.4e-12 | -6.2 | -6.2 | 6.7e-10 | -0.53 | 0.00 | 1.00 | FALSE |
60 | The Cancer Genome Atlas | Brain Lower Grade Glioma | MYBPC3 | 0.03 | 0.01 | blup | 43 | 0.02 | 3.2e-03 | -4.8 | 5.8 | 5.5e-09 | 0.47 | 0.02 | 0.57 | FALSE |
61 | The Cancer Genome Atlas | Brain Lower Grade Glioma | PSMC3 | 0.10 | 0.05 | blup | 39 | 0.08 | 3.7e-09 | -4.8 | -5.9 | 4.0e-09 | -0.52 | 0.01 | 0.99 | FALSE |
62 | The Cancer Genome Atlas | Liver Hepatocellular Carcinoma | C1QTNF4 | 0.19 | 0.19 | lasso | 3 | 0.19 | 3.2e-09 | -6.2 | 6.2 | 6.7e-10 | 0.53 | 0.00 | 1.00 | FALSE |
63 | The Cancer Genome Atlas | Ovarian Serous Cystadenocarcinoma | SLC39A13 | 0.06 | 0.01 | blup | 58 | 0.04 | 9.3e-04 | 5.1 | -6.5 | 7.8e-11 | -0.56 | 0.02 | 0.56 | FALSE |
64 | The Cancer Genome Atlas | Prostate Adenocarcinoma | PSMC3 | 0.02 | 0.02 | blup | 39 | 0.02 | 5.7e-03 | -4.8 | -6.3 | 3.6e-10 | -0.69 | 0.02 | 0.38 | FALSE |
65 | The Cancer Genome Atlas | Stomach Adenocarcinoma | C1QTNF4 | 0.06 | 0.04 | lasso | 4 | 0.03 | 4.3e-03 | -6.1 | 5.8 | 7.3e-09 | 0.50 | 0.00 | 0.93 | FALSE |