Best TWAS P=8.95e-15 · Best GWAS P=1.59e-14 conditioned to 0.048
# | 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 | DDHD2 | 0.04 | 0.04 | bslmm | 286 | 0.04 | 2.0e-05 | 7.7 | 7.0 | 3.4e-12 | 0.93 | 0.03 | 0.97 | FALSE |
2 | CommonMind | Brain Pre-frontal Cortex | STAR | 0.05 | 0.00 | blup | 247 | 0.02 | 1.2e-03 | 5.7 | 5.9 | 3.8e-09 | 0.76 | 0.08 | 0.76 | FALSE |
3 | GTEx | Adrenal Gland | DDHD2 | 0.25 | 0.21 | lasso | 2 | 0.19 | 1.7e-07 | 7.5 | 7.4 | 9.7e-14 | 0.98 | 0.03 | 0.97 | FALSE |
4 | GTEx | Adrenal Gland | LSM1 | 0.17 | 0.10 | enet | 22 | 0.17 | 1.1e-06 | 7.5 | -6.5 | 1.0e-10 | -0.80 | 0.04 | 0.94 | FALSE |
5 | GTEx | Adrenal Gland | RP11-90P5.2 | 0.18 | 0.18 | enet | 24 | 0.22 | 2.0e-08 | 6.3 | -5.7 | 9.7e-09 | -0.75 | 0.04 | 0.94 | FALSE |
6 | GTEx | Artery Aorta | DDHD2 | 0.16 | 0.04 | enet | 22 | 0.05 | 6.1e-04 | 7.5 | 6.8 | 7.5e-12 | 0.75 | 0.02 | 0.97 | FALSE |
7 | GTEx | Artery Tibial | DDHD2 | 0.07 | 0.07 | lasso | 2 | 0.05 | 7.3e-05 | 7.5 | 7.6 | 3.7e-14 | 0.99 | 0.03 | 0.96 | FALSE |
8 | GTEx | Brain Cerebellar Hemisphere | RP11-350N15.4 | 0.28 | -0.01 | enet | 23 | -0.01 | 7.3e-01 | 1.2 | -5.6 | 2.6e-08 | -0.50 | 0.04 | 0.40 | FALSE |
9 | GTEx | Brain Cerebellum | DDHD2 | 0.18 | 0.05 | lasso | 7 | 0.05 | 1.5e-02 | 7.6 | 7.0 | 3.4e-12 | 0.84 | 0.03 | 0.90 | FALSE |
10 | GTEx | Breast Mammary Tissue | RP11-350N15.5 | 0.08 | 0.03 | enet | 12 | 0.02 | 1.9e-02 | 4.4 | -6.7 | 1.9e-11 | -0.89 | 0.04 | 0.88 | FALSE |
11 | GTEx | Breast Mammary Tissue (Female) | RP11-350N15.5 | 0.12 | 0.10 | lasso | 2 | 0.07 | 3.9e-03 | 7.5 | -7.6 | 4.2e-14 | -0.98 | 0.03 | 0.83 | FALSE |
12 | GTEx | Cells Transformed fibroblasts | RP11-90P5.2 | 0.07 | 0.02 | lasso | 3 | 0.04 | 4.0e-04 | 2.0 | -6.3 | 3.7e-10 | -0.53 | 0.04 | 0.64 | FALSE |
13 | GTEx | Colon Sigmoid | DDHD2 | 0.15 | 0.15 | lasso | 3 | 0.12 | 7.5e-05 | 7.7 | 7.6 | 2.1e-14 | 0.96 | 0.02 | 0.96 | FALSE |
14 | GTEx | Esophagus Mucosa | DDHD2 | 0.09 | 0.02 | lasso | 3 | 0.02 | 8.4e-03 | 7.5 | 7.8 | 9.0e-15 | 0.86 | 0.03 | 0.93 | TRUE |
15 | GTEx | Esophagus Muscularis | DDHD2 | 0.12 | 0.13 | lasso | 2 | 0.12 | 5.7e-08 | 7.5 | 7.5 | 8.0e-14 | 0.93 | 0.03 | 0.97 | FALSE |
16 | GTEx | Liver | DDHD2 | 0.29 | 0.01 | lasso | 5 | -0.01 | 5.4e-01 | 7.4 | 7.1 | 1.4e-12 | 0.89 | 0.03 | 0.63 | FALSE |
17 | GTEx | Nerve Tibial | DDHD2 | 0.15 | 0.16 | enet | 26 | 0.16 | 2.3e-11 | 7.6 | 6.9 | 5.2e-12 | 0.92 | 0.02 | 0.98 | FALSE |
18 | GTEx | Pituitary | DDHD2 | 0.25 | 0.22 | lasso | 3 | 0.17 | 3.9e-05 | 7.4 | 7.1 | 1.2e-12 | 0.93 | 0.03 | 0.90 | FALSE |
19 | GTEx | Prostate | DDHD2 | 0.38 | 0.18 | lasso | 7 | 0.17 | 5.4e-05 | 7.5 | 7.4 | 1.2e-13 | 0.94 | 0.02 | 0.97 | FALSE |
20 | GTEx | Skin Sun Exposed Lower leg | WHSC1L1 | 0.06 | 0.01 | enet | 19 | 0.01 | 3.8e-02 | 7.5 | -5.2 | 2.3e-07 | -0.70 | 0.04 | 0.78 | FALSE |
21 | GTEx | Spleen | DDHD2 | 0.17 | 0.17 | lasso | 2 | 0.11 | 7.8e-04 | 7.5 | 7.6 | 4.1e-14 | 0.99 | 0.03 | 0.90 | FALSE |
22 | GTEx | Stomach | DDHD2 | 0.13 | 0.06 | lasso | 2 | 0.06 | 1.1e-03 | 7.1 | 7.2 | 6.1e-13 | 0.96 | 0.04 | 0.89 | FALSE |
23 | GTEx | Testis | PPAPDC1B | 0.11 | 0.02 | lasso | 2 | 0.07 | 6.6e-04 | 5.0 | 5.1 | 3.0e-07 | 0.66 | 0.04 | 0.43 | FALSE |
24 | GTEx | Thyroid | DDHD2 | 0.11 | 0.10 | lasso | 4 | 0.09 | 3.8e-07 | 7.5 | 7.4 | 1.3e-13 | 0.94 | 0.03 | 0.97 | FALSE |
25 | GTEx | Thyroid | RP11-90P5.2 | 0.09 | 0.00 | enet | 12 | 0.01 | 1.1e-01 | 6.8 | -6.9 | 6.2e-12 | -0.82 | 0.03 | 0.87 | FALSE |
26 | GTEx | Whole Blood | BAG4 | 0.10 | 0.02 | enet | 21 | 0.03 | 9.7e-04 | 7.5 | 5.6 | 2.5e-08 | 0.71 | 0.02 | 0.94 | FALSE |
27 | NTR | Blood | BAG4 | 0.01 | 0.01 | blup | 253 | 0.01 | 3.9e-03 | 7.5 | -7.2 | 4.4e-13 | -0.94 | 0.03 | 0.96 | FALSE |
28 | ROSMAP | Brain Pre-frontal Cortex | DDHD2 | 0.05 | 0.01 | lasso | 5 | 0.02 | 1.6e-03 | 7.5 | 7.2 | 6.7e-13 | 0.79 | 0.03 | 0.95 | FALSE |
29 | ROSMAP | Brain Pre-frontal Cortex | PPAPDC1B | 0.06 | 0.08 | enet | 14 | 0.09 | 4.0e-11 | 7.5 | 7.3 | 2.9e-13 | 0.98 | 0.05 | 0.95 | FALSE |
30 | ROSMAP | Brain Pre-frontal Cortex | LSM1 | 0.09 | 0.16 | lasso | 6 | 0.16 | 7.3e-20 | 7.5 | -7.5 | 5.1e-14 | -0.95 | 0.03 | 0.97 | FALSE |
31 | ROSMAP | Brain Pre-frontal Cortex | RPS20P22 | 0.04 | 0.00 | blup | 267 | 0.02 | 2.9e-03 | 7.4 | 7.0 | 2.2e-12 | 0.75 | 0.03 | 0.85 | FALSE |
32 | YFS | Blood | BAG4 | 0.01 | 0.01 | bslmm | 234 | 0.00 | 2.6e-02 | 6.3 | 7.1 | 1.0e-12 | 0.83 | 0.03 | 0.85 | FALSE |
33 | YFS | Blood | LSM1 | 0.02 | 0.00 | bslmm | 218 | 0.01 | 4.1e-04 | 4.0 | -6.9 | 4.4e-12 | -0.82 | 0.05 | 0.92 | FALSE |
34 | The Cancer Genome Atlas | Breast Invasive Carcinoma | DDHD2 | 0.01 | 0.01 | blup | 21 | 0.01 | 2.3e-03 | 7.5 | 7.6 | 2.5e-14 | 0.97 | 0.01 | 0.80 | FALSE |
35 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | BAG4 | 0.04 | 0.03 | lasso | 1 | 0.02 | 1.6e-03 | 6.3 | -6.3 | 3.1e-10 | -0.87 | 0.04 | 0.67 | FALSE |
36 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | DDHD2 | 0.03 | 0.03 | blup | 21 | 0.03 | 3.5e-04 | 7.1 | 7.6 | 3.0e-14 | 0.98 | 0.02 | 0.98 | FALSE |
37 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | PPAPDC1B | 0.02 | 0.00 | blup | 18 | 0.01 | 4.2e-02 | 7.7 | 7.5 | 6.8e-14 | 0.96 | 0.01 | 0.59 | FALSE |
38 | The Cancer Genome Atlas | Pancreatic Adenocarcinoma | DDHD2 | 0.07 | 0.05 | blup | 21 | 0.05 | 2.7e-03 | 7.7 | 7.6 | 2.3e-14 | 0.96 | 0.01 | 0.82 | FALSE |
39 | The Cancer Genome Atlas | Pancreatic Adenocarcinoma | PPAPDC1B | 0.14 | 0.06 | enet | 15 | 0.08 | 2.7e-04 | 7.7 | 6.2 | 6.8e-10 | 0.75 | 0.01 | 0.92 | FALSE |
40 | The Cancer Genome Atlas | Prostate Adenocarcinoma | DDHD2 | 0.11 | 0.08 | lasso | 3 | 0.08 | 1.9e-08 | 7.7 | 7.6 | 2.0e-14 | 0.96 | 0.01 | 0.99 | FALSE |
41 | The Cancer Genome Atlas | Thyroid Carcinoma | DDHD2 | 0.02 | 0.01 | blup | 21 | 0.01 | 2.4e-02 | 7.5 | 7.6 | 3.2e-14 | 0.98 | 0.02 | 0.75 | FALSE |