Best TWAS P=4.47e-80 · Best GWAS P=5.14e-80 conditioned to 1
# | 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 | CELSR2 | 0.03 | 0.00 | lasso | 10 | 0.01 | 1.5e-02 | -13.72 | 11.8 | 6.4e-32 | -0.58 | 0.10 | 0.32 | FALSE |
2 | CommonMind | Brain Pre-frontal Cortex | PSRC1 | 0.20 | 0.04 | lasso | 8 | 0.13 | 4.8e-16 | 4.22 | -12.1 | 8.4e-34 | 0.63 | 0.02 | 0.98 | TRUE |
3 | GTEx | Brain Frontal Cortex BA9 | PSRC1 | 0.27 | -0.01 | lasso | 6 | -0.01 | 6.8e-01 | -2.83 | -5.5 | 4.2e-08 | 0.29 | 0.04 | 0.23 | FALSE |
4 | GTEx | Breast Mammary Tissue (Male) | AMIGO1 | 0.21 | 0.10 | lasso | 2 | 0.12 | 8.4e-04 | -4.10 | -5.2 | 2.2e-07 | 0.17 | 0.08 | 0.06 | FALSE |
5 | GTEx | Cells Transformed fibroblasts | GPSM2 | 0.12 | 0.00 | enet | 24 | 0.01 | 5.6e-02 | -1.28 | 7.0 | 1.8e-12 | -0.39 | 0.06 | 0.37 | TRUE |
6 | GTEx | Esophagus Mucosa | GPSM2 | 0.17 | 0.02 | enet | 34 | 0.07 | 1.5e-05 | -2.52 | -6.8 | 1.4e-11 | 0.22 | 0.50 | 0.09 | TRUE |
7 | GTEx | Esophagus Mucosa | PSRC1 | 0.18 | 0.14 | lasso | 3 | 0.14 | 2.4e-09 | -18.89 | -18.6 | 1.4e-77 | 0.97 | 0.00 | 1.00 | FALSE |
8 | GTEx | Esophagus Mucosa | SORT1 | 0.20 | 0.07 | lasso | 6 | 0.04 | 6.7e-04 | 0.45 | -5.8 | 9.1e-09 | 0.29 | 0.18 | 0.26 | FALSE |
9 | GTEx | Heart Atrial Appendage | RP5-1065J22.8 | 0.29 | 0.00 | enet | 29 | 0.11 | 1.5e-05 | -0.27 | -5.4 | 5.4e-08 | 0.41 | 0.06 | 0.16 | FALSE |
10 | GTEx | Liver | SYPL2 | 0.34 | 0.27 | lasso | 5 | 0.30 | 4.6e-09 | -2.29 | -6.0 | 1.8e-09 | 0.38 | 0.80 | 0.13 | FALSE |
11 | GTEx | Liver | CELSR2 | 0.39 | 0.36 | lasso | 1 | 0.35 | 1.0e-10 | -18.89 | -18.9 | 1.3e-79 | 1.00 | 0.00 | 1.00 | TRUE |
12 | GTEx | Liver | ATXN7L2 | 0.39 | 0.04 | lasso | 12 | 0.21 | 1.3e-06 | -1.57 | -11.7 | 1.1e-31 | 0.69 | 0.07 | 0.81 | TRUE |
13 | GTEx | Muscle Skeletal | CELSR2 | 0.41 | 0.31 | lasso | 4 | 0.30 | 2.4e-30 | -18.89 | -18.7 | 2.9e-78 | 1.00 | 0.00 | 1.00 | FALSE |
14 | GTEx | Muscle Skeletal | AMIGO1 | 0.16 | 0.09 | lasso | 9 | 0.08 | 5.7e-08 | -4.11 | -5.6 | 2.2e-08 | 0.18 | 1.00 | 0.00 | TRUE |
15 | GTEx | Nerve Tibial | SYPL2 | 0.09 | 0.00 | enet | 27 | 0.05 | 1.9e-04 | -7.18 | 7.5 | 9.3e-14 | -0.34 | 0.09 | 0.24 | FALSE |
16 | GTEx | Pituitary | AC000032.2 | 0.36 | -0.01 | enet | 1 | 0.05 | 1.8e-02 | -6.96 | -7.0 | 3.4e-12 | 0.45 | 0.05 | 0.12 | FALSE |
17 | GTEx | Skin Sun Exposed Lower leg | CELSR2 | 0.18 | 0.05 | lasso | 6 | 0.06 | 8.1e-06 | -15.41 | -13.9 | 8.1e-44 | 0.75 | 0.01 | 0.98 | FALSE |
18 | GTEx | Skin Sun Exposed Lower leg | RP5-1160K1.3 | 0.08 | 0.02 | lasso | 3 | 0.04 | 3.7e-04 | -8.65 | 6.2 | 8.0e-10 | -0.28 | 0.15 | 0.15 | FALSE |
19 | GTEx | Small Intestine Terminal Ileum | RP4-735C1.4 | 0.74 | 0.31 | enet | 47 | 0.43 | 6.9e-11 | 2.47 | -5.4 | 7.2e-08 | 0.26 | 0.39 | 0.18 | FALSE |
20 | GTEx | Thyroid | PSRC1 | 0.29 | 0.25 | lasso | 3 | 0.25 | 3.6e-19 | 2.36 | -6.0 | 1.7e-09 | 0.33 | 1.00 | 0.00 | FALSE |
21 | GTEx | Whole Blood | PSRC1 | 0.14 | 0.04 | lasso | 3 | 0.03 | 6.9e-04 | -18.93 | -18.9 | 4.5e-80 | 0.99 | 0.00 | 1.00 | FALSE |
22 | METSIM | Adipose | CELSR2 | 0.13 | 0.04 | enet | 28 | 0.06 | 5.0e-09 | 7.57 | 5.3 | 1.2e-07 | -0.22 | 1.00 | 0.00 | FALSE |
23 | ROSMAP | Brain Pre-frontal Cortex | GSTM1 | 0.51 | 0.05 | blup | 434 | 0.26 | 1.4e-33 | 0.03 | 5.6 | 1.7e-08 | -0.16 | 1.00 | 0.00 | TRUE |
24 | ROSMAP | Brain Pre-frontal Cortex | PSRC1 | 0.33 | 0.21 | bslmm | 430 | 0.26 | 1.2e-32 | -18.89 | -15.8 | 5.5e-56 | 0.82 | 0.00 | 1.00 | FALSE |
25 | ROSMAP | Brain Pre-frontal Cortex | CELSR2 | 0.25 | 0.21 | lasso | 6 | 0.23 | 4.9e-29 | -18.89 | -18.5 | 9.5e-77 | 0.96 | 0.00 | 1.00 | FALSE |
26 | ROSMAP | Brain Pre-frontal Cortex | AMIGO1 | 0.08 | 0.03 | blup | 404 | 0.03 | 8.7e-05 | -4.60 | -7.4 | 1.4e-13 | 0.25 | 0.93 | 0.01 | FALSE |
27 | YFS | Blood | PSRC1 | 0.25 | 0.18 | enet | 32 | 0.24 | 1.6e-76 | -18.89 | -16.9 | 8.7e-64 | 0.87 | 0.00 | 1.00 | FALSE |
28 | The Cancer Genome Atlas | Breast Invasive Carcinoma | PSRC1 | 0.03 | 0.00 | blup | 49 | 0.02 | 5.7e-05 | -15.41 | -15.1 | 8.7e-52 | 0.80 | 0.02 | 0.91 | TRUE |
29 | The Cancer Genome Atlas | Cervical Squamous Cell Carcinoma | PSRC1 | 0.14 | 0.04 | enet | 13 | 0.07 | 2.7e-04 | -18.61 | -13.4 | 3.9e-41 | 0.73 | 0.01 | 0.74 | FALSE |
30 | The Cancer Genome Atlas | Colon Adenocarcinoma | CELSR2 | 0.12 | 0.00 | enet | 21 | 0.04 | 3.0e-03 | -18.93 | -12.8 | 2.6e-37 | 0.58 | 0.00 | 0.79 | FALSE |
31 | The Cancer Genome Atlas | Colon Adenocarcinoma | PSRC1 | 0.07 | 0.06 | lasso | 1 | 0.04 | 1.8e-03 | -15.41 | -15.4 | 1.3e-53 | 0.75 | 0.01 | 0.83 | FALSE |
32 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | PSRC1 | 0.14 | 0.05 | enet | 6 | 0.08 | 7.5e-09 | 2.36 | -10.5 | 9.6e-26 | 0.50 | 0.16 | 0.60 | FALSE |
33 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | PSRC1 | 0.12 | 0.11 | lasso | 4 | 0.09 | 4.5e-06 | -18.18 | -17.9 | 1.7e-71 | 0.92 | 0.01 | 0.99 | FALSE |
34 | The Cancer Genome Atlas | Liver Hepatocellular Carcinoma | MYBPHL | 0.09 | 0.07 | blup | 46 | 0.06 | 5.7e-04 | 1.03 | -8.8 | 1.8e-18 | 0.55 | 0.03 | 0.50 | FALSE |
35 | The Cancer Genome Atlas | Liver Hepatocellular Carcinoma | PSRC1 | 0.16 | 0.20 | lasso | 3 | 0.19 | 3.7e-09 | -18.41 | -18.4 | 2.1e-75 | 0.95 | 0.01 | 0.99 | FALSE |
36 | The Cancer Genome Atlas | Liver Hepatocellular Carcinoma | SORT1 | 0.23 | 0.16 | lasso | 4 | 0.16 | 4.6e-08 | -18.93 | -18.1 | 3.3e-73 | 0.94 | 0.00 | 1.00 | FALSE |
37 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | AMIGO1 | 0.13 | 0.13 | blup | 46 | 0.12 | 1.7e-13 | -4.29 | -5.1 | 2.8e-07 | 0.18 | 0.03 | 0.85 | FALSE |
38 | The Cancer Genome Atlas | Ovarian Serous Cystadenocarcinoma | PSRC1 | 0.07 | 0.03 | enet | 8 | 0.05 | 3.4e-04 | -18.61 | -15.0 | 4.7e-51 | 0.77 | 0.01 | 0.92 | FALSE |
39 | The Cancer Genome Atlas | Prostate Adenocarcinoma | PSRC1 | 0.18 | 0.10 | enet | 11 | 0.10 | 1.6e-10 | 2.36 | -7.3 | 3.8e-13 | 0.38 | 1.00 | 0.00 | FALSE |
40 | The Cancer Genome Atlas | Soft Tissue Sarcoma | PSRC1 | 0.09 | 0.00 | blup | 49 | 0.02 | 3.1e-02 | -10.54 | -12.6 | 2.8e-36 | 0.67 | 0.01 | 0.38 | TRUE |
41 | The Cancer Genome Atlas | Stomach Adenocarcinoma | CELSR2 | 0.08 | 0.00 | blup | 62 | 0.02 | 8.1e-03 | -1.75 | -8.5 | 2.3e-17 | 0.50 | 0.01 | 0.26 | FALSE |
42 | The Cancer Genome Atlas | Stomach Adenocarcinoma | PSRC1 | 0.12 | 0.03 | enet | 6 | 0.08 | 1.5e-06 | -18.89 | -13.5 | 1.9e-41 | 0.77 | 0.00 | 0.99 | FALSE |
43 | The Cancer Genome Atlas | Stomach Adenocarcinoma | SORT1 | 0.04 | 0.01 | blup | 60 | 0.03 | 4.4e-03 | -18.89 | -11.4 | 3.6e-30 | 0.63 | 0.00 | 0.82 | FALSE |