Best TWAS P=7.19e-10 · Best GWAS P=2.84e-09 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 | GTEx | Adipose Subcutaneous | TMC4 | 0.19 | 0.19 | lasso | 4 | 0.17 | 1.4e-13 | -5.3 | 5.4 | 5.2e-08 | 0.03 | 0.07 | 0.93 | FALSE |
2 | GTEx | Artery Aorta | TMC4 | 0.23 | 0.05 | lasso | 5 | 0.06 | 2.0e-04 | -5.3 | 5.2 | 1.8e-07 | 0.04 | 0.13 | 0.72 | FALSE |
3 | GTEx | Artery Tibial | TMC4 | 0.17 | 0.07 | lasso | 6 | 0.13 | 3.9e-10 | 3.5 | 5.4 | 7.1e-08 | 0.06 | 0.35 | 0.65 | FALSE |
4 | GTEx | Brain Caudate basal ganglia | CTD-3093M3.1 | 0.57 | -0.01 | lasso | 13 | 0.01 | 1.3e-01 | 2.8 | 5.1 | 2.7e-07 | 0.16 | 0.05 | 0.13 | FALSE |
5 | GTEx | Brain Cortex | TMC4 | 0.28 | 0.26 | lasso | 4 | 0.24 | 2.8e-07 | -5.3 | 5.5 | 3.3e-08 | 0.04 | 0.09 | 0.75 | FALSE |
6 | GTEx | Brain Frontal Cortex BA9 | TMC4 | 0.44 | 0.10 | enet | 20 | 0.09 | 1.9e-03 | -5.3 | 5.6 | 1.8e-08 | 0.12 | 0.12 | 0.54 | FALSE |
7 | GTEx | Breast Mammary Tissue | TMC4 | 0.23 | 0.17 | lasso | 5 | 0.17 | 3.8e-09 | -5.3 | 5.2 | 1.5e-07 | 0.03 | 0.09 | 0.90 | FALSE |
8 | GTEx | Esophagus Mucosa | TMC4 | 0.47 | 0.50 | lasso | 2 | 0.50 | 1.9e-38 | -5.3 | 5.3 | 1.4e-07 | 0.04 | 0.07 | 0.93 | FALSE |
9 | GTEx | Esophagus Muscularis | TMC4 | 0.23 | 0.17 | lasso | 3 | 0.16 | 9.9e-10 | -5.3 | 5.3 | 1.1e-07 | 0.02 | 0.08 | 0.92 | FALSE |
10 | GTEx | Heart Atrial Appendage | TMC4 | 0.33 | 0.18 | lasso | 4 | 0.28 | 9.2e-13 | 3.5 | 5.2 | 2.4e-07 | 0.01 | 0.29 | 0.71 | FALSE |
11 | GTEx | Heart Left Ventricle | TMC4 | 0.38 | 0.24 | lasso | 6 | 0.25 | 1.6e-13 | -5.3 | 5.3 | 9.2e-08 | 0.02 | 0.08 | 0.92 | FALSE |
12 | GTEx | Muscle Skeletal | TMC4 | 0.25 | 0.26 | enet | 21 | 0.26 | 1.1e-25 | -5.3 | 5.8 | 7.3e-09 | 0.03 | 0.07 | 0.93 | TRUE |
13 | GTEx | Nerve Tibial | PRPF31 | 0.17 | 0.08 | lasso | 6 | 0.10 | 9.2e-08 | -4.7 | 5.3 | 9.9e-08 | 0.03 | 0.51 | 0.44 | FALSE |
14 | GTEx | Skin Not Sun Exposed Suprapubic | TMC4 | 0.45 | 0.28 | lasso | 6 | 0.26 | 3.0e-14 | -5.3 | 5.3 | 1.2e-07 | 0.04 | 0.07 | 0.93 | FALSE |
15 | GTEx | Spleen | TMC4 | 0.46 | 0.14 | enet | 17 | 0.26 | 3.0e-07 | -5.2 | 5.5 | 3.8e-08 | 0.03 | 0.15 | 0.53 | FALSE |
16 | GTEx | Whole Blood | TMC4 | 0.27 | 0.25 | lasso | 7 | 0.28 | 1.6e-25 | -5.3 | 5.8 | 8.7e-09 | 0.02 | 0.07 | 0.93 | FALSE |
17 | NTR | Blood | LILRA3 | 0.30 | 0.34 | enet | 10 | 0.35 | 1.0e-116 | 5.9 | -6.2 | 7.2e-10 | -0.97 | 0.00 | 1.00 | TRUE |
18 | YFS | Blood | LILRA3 | 0.67 | 0.60 | bslmm | 410 | 0.72 | 0.0e+00 | 5.9 | -5.7 | 1.4e-08 | -0.89 | 0.00 | 1.00 | FALSE |
19 | YFS | Blood | MBOAT7 | 0.08 | 0.02 | enet | 26 | 0.05 | 5.5e-16 | -2.3 | 5.5 | 3.1e-08 | 0.09 | 0.49 | 0.50 | FALSE |
20 | YFS | Blood | TMC4 | 0.13 | 0.14 | bslmm | 409 | 0.16 | 6.0e-49 | -5.3 | 5.4 | 7.8e-08 | 0.00 | 0.08 | 0.92 | FALSE |
21 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | TMC4 | 0.03 | 0.03 | blup | 7 | 0.03 | 1.2e-04 | -4.0 | 5.2 | 1.7e-07 | 0.03 | 0.00 | 0.84 | FALSE |
22 | The Cancer Genome Atlas | Soft Tissue Sarcoma | TMC4 | 0.11 | 0.08 | lasso | 1 | 0.08 | 2.4e-05 | -5.2 | 5.2 | 2.2e-07 | -0.01 | 0.00 | 0.98 | FALSE |
23 | The Cancer Genome Atlas | Thyroid Carcinoma | PRPF31 | 0.07 | 0.01 | enet | 6 | 0.03 | 1.0e-03 | -5.2 | 5.3 | 1.1e-07 | 0.05 | 0.00 | 0.96 | FALSE |