Best TWAS P=3.97e-09 · Best GWAS P=9.27e-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 | RP11-301O19.1 | 0.13 | 0.12 | lasso | 10 | 0.12 | 2.9e-10 | 5.7 | 5.7 | 1.5e-08 | 0.99 | 0.02 | 0.98 | FALSE |
2 | GTEx | Adrenal Gland | MRPL35 | 0.19 | 0.10 | enet | 9 | 0.14 | 1.0e-05 | -3.8 | 5.6 | 1.7e-08 | 0.72 | 0.21 | 0.56 | FALSE |
3 | GTEx | Artery Aorta | RP11-301O19.1 | 0.09 | 0.05 | lasso | 7 | 0.05 | 9.1e-04 | -4.7 | 5.2 | 2.5e-07 | 0.94 | 0.04 | 0.96 | FALSE |
4 | GTEx | Artery Coronary | RP11-301O19.1 | 0.14 | 0.16 | lasso | 2 | 0.09 | 6.3e-04 | 5.7 | 5.7 | 1.0e-08 | 1.00 | 0.02 | 0.96 | FALSE |
5 | GTEx | Artery Tibial | RP11-301O19.1 | 0.10 | 0.07 | enet | 21 | 0.05 | 8.5e-05 | 5.7 | 5.6 | 1.9e-08 | 0.98 | 0.02 | 0.98 | FALSE |
6 | GTEx | Brain Cerebellar Hemisphere | RP11-301O19.1 | 0.15 | 0.09 | enet | 10 | 0.04 | 3.0e-02 | -2.8 | 5.2 | 1.6e-07 | 0.85 | 0.04 | 0.80 | FALSE |
7 | GTEx | Brain Cerebellum | RP11-301O19.1 | 0.14 | 0.15 | lasso | 6 | 0.14 | 6.1e-05 | 5.7 | -5.7 | 1.3e-08 | -1.00 | 0.03 | 0.94 | FALSE |
8 | GTEx | Brain Cortex | IMMT | 0.15 | 0.12 | lasso | 3 | 0.11 | 6.2e-04 | 5.7 | -5.3 | 9.1e-08 | -0.99 | 0.04 | 0.78 | FALSE |
9 | GTEx | Brain Cortex | RP11-301O19.1 | 0.14 | 0.23 | lasso | 1 | 0.21 | 1.9e-06 | 5.7 | 5.7 | 1.2e-08 | 1.00 | 0.03 | 0.95 | FALSE |
10 | GTEx | Brain Frontal Cortex BA9 | RP11-301O19.1 | 0.19 | 0.18 | lasso | 1 | 0.18 | 1.7e-05 | 5.7 | -5.7 | 1.5e-08 | -0.99 | 0.03 | 0.96 | FALSE |
11 | GTEx | Brain Hypothalamus | RP11-301O19.1 | 0.39 | 0.37 | lasso | 24 | 0.41 | 1.1e-10 | 5.7 | -5.6 | 2.2e-08 | -0.99 | 0.02 | 0.97 | FALSE |
12 | GTEx | Brain Nucleus accumbens basal ganglia | RP11-301O19.1 | 0.35 | 0.40 | lasso | 9 | 0.40 | 1.2e-11 | 5.7 | -5.7 | 1.4e-08 | -0.99 | 0.02 | 0.98 | FALSE |
13 | GTEx | Breast Mammary Tissue (Female) | IMMT | 0.05 | -0.01 | lasso | 1 | 0.01 | 1.2e-01 | 5.7 | -5.7 | 1.2e-08 | -1.00 | 0.03 | 0.35 | FALSE |
14 | GTEx | Cells Transformed fibroblasts | IMMT | 0.12 | 0.16 | lasso | 2 | 0.14 | 1.6e-10 | 5.7 | -5.6 | 1.7e-08 | -1.00 | 0.02 | 0.98 | FALSE |
15 | GTEx | Cells Transformed fibroblasts | RP11-301O19.1 | 0.15 | 0.21 | lasso | 10 | 0.19 | 1.8e-14 | 5.7 | 5.7 | 1.4e-08 | 0.99 | 0.02 | 0.98 | FALSE |
16 | GTEx | Colon Sigmoid | IMMT | 0.30 | 0.36 | enet | 25 | 0.33 | 1.8e-12 | 5.7 | -5.4 | 8.0e-08 | -0.99 | 0.02 | 0.98 | FALSE |
17 | GTEx | Esophagus Mucosa | IMMT | 0.20 | 0.26 | enet | 23 | 0.24 | 7.5e-16 | -4.7 | -5.3 | 1.2e-07 | -0.98 | 0.02 | 0.98 | FALSE |
18 | GTEx | Esophagus Mucosa | RP11-301O19.1 | 0.09 | 0.08 | enet | 18 | 0.05 | 1.8e-04 | 5.7 | 5.6 | 1.7e-08 | 0.99 | 0.02 | 0.98 | FALSE |
19 | GTEx | Esophagus Muscularis | IMMT | 0.31 | 0.40 | enet | 30 | 0.42 | 1.5e-27 | -4.7 | -5.2 | 2.2e-07 | -0.96 | 0.03 | 0.97 | FALSE |
20 | GTEx | Heart Left Ventricle | MRPL35 | 0.10 | 0.08 | enet | 12 | 0.10 | 9.4e-06 | -3.8 | 5.3 | 1.1e-07 | 0.61 | 0.12 | 0.78 | FALSE |
21 | GTEx | Lung | IMMT | 0.18 | 0.20 | enet | 23 | 0.20 | 4.0e-15 | 5.7 | -5.3 | 1.3e-07 | -0.96 | 0.02 | 0.98 | FALSE |
22 | GTEx | Nerve Tibial | IMMT | 0.14 | 0.19 | lasso | 4 | 0.18 | 1.4e-12 | 5.7 | -5.6 | 2.2e-08 | -0.99 | 0.02 | 0.98 | FALSE |
23 | GTEx | Nerve Tibial | RP11-301O19.1 | 0.23 | 0.36 | lasso | 11 | 0.35 | 7.2e-26 | 5.7 | 5.6 | 1.7e-08 | 1.00 | 0.02 | 0.98 | FALSE |
24 | GTEx | Pancreas | RP11-301O19.1 | 0.28 | 0.29 | enet | 16 | 0.28 | 2.6e-12 | 5.7 | 5.7 | 1.4e-08 | 0.99 | 0.02 | 0.98 | FALSE |
25 | GTEx | Pituitary | RP11-301O19.1 | 0.30 | 0.36 | enet | 27 | 0.25 | 6.5e-07 | 5.7 | 5.5 | 3.6e-08 | 0.96 | 0.03 | 0.97 | FALSE |
26 | GTEx | Skin Not Sun Exposed Suprapubic | RP11-301O19.1 | 0.18 | 0.20 | enet | 20 | 0.18 | 2.2e-10 | 5.7 | 5.4 | 5.4e-08 | 0.98 | 0.02 | 0.98 | FALSE |
27 | GTEx | Skin Sun Exposed Lower leg | RP11-301O19.1 | 0.16 | 0.18 | enet | 27 | 0.15 | 2.7e-12 | 5.7 | 5.8 | 5.9e-09 | 0.97 | 0.02 | 0.98 | FALSE |
28 | GTEx | Small Intestine Terminal Ileum | RP11-301O19.1 | 0.25 | 0.15 | enet | 39 | 0.09 | 5.9e-03 | 5.7 | 5.8 | 5.0e-09 | 0.71 | 0.03 | 0.83 | FALSE |
29 | GTEx | Spleen | IMMT | 0.12 | 0.09 | enet | 21 | 0.06 | 1.5e-02 | 5.7 | -5.5 | 4.2e-08 | -0.99 | 0.03 | 0.91 | FALSE |
30 | GTEx | Spleen | RP11-301O19.1 | 0.21 | 0.18 | enet | 24 | 0.18 | 1.7e-05 | 5.7 | 5.6 | 2.0e-08 | 0.96 | 0.02 | 0.97 | FALSE |
31 | GTEx | Stomach | IMMT | 0.33 | 0.02 | lasso | 5 | 0.03 | 2.2e-02 | 5.7 | -5.2 | 2.4e-07 | -0.92 | 0.04 | 0.79 | FALSE |
32 | GTEx | Stomach | RP11-301O19.1 | 0.17 | 0.15 | lasso | 14 | 0.12 | 2.4e-06 | 5.7 | 5.6 | 1.9e-08 | 0.99 | 0.02 | 0.98 | FALSE |
33 | GTEx | Testis | IMMT | 0.42 | 0.47 | enet | 28 | 0.48 | 9.9e-24 | 5.7 | -5.9 | 4.0e-09 | -0.99 | 0.02 | 0.98 | TRUE |
34 | GTEx | Testis | RP11-301O19.1 | 0.41 | 0.38 | lasso | 16 | 0.35 | 2.4e-16 | 5.7 | 5.7 | 9.5e-09 | 0.99 | 0.02 | 0.98 | FALSE |
35 | GTEx | Thyroid | RP11-301O19.1 | 0.16 | 0.22 | enet | 21 | 0.20 | 1.2e-15 | 5.7 | 5.4 | 7.9e-08 | 0.99 | 0.02 | 0.98 | FALSE |
36 | GTEx | Vagina | IMMT | 0.25 | 0.15 | lasso | 10 | 0.13 | 6.8e-04 | 5.3 | -5.2 | 1.6e-07 | -0.94 | 0.04 | 0.75 | FALSE |
37 | GTEx | Whole Blood | RP11-301O19.1 | 0.04 | 0.05 | enet | 20 | 0.04 | 5.4e-05 | 5.7 | 5.3 | 8.9e-08 | 0.97 | 0.02 | 0.97 | FALSE |
38 | YFS | Blood | IMMT | 0.14 | 0.27 | enet | 26 | 0.26 | 2.1e-86 | 5.7 | -5.7 | 1.4e-08 | -1.00 | 0.02 | 0.98 | FALSE |
39 | The Cancer Genome Atlas | Bladder Urothelial Carcinoma | IMMT | 0.05 | 0.04 | blup | 81 | 0.03 | 6.4e-04 | 5.7 | -5.3 | 9.9e-08 | -0.94 | 0.03 | 0.97 | FALSE |
40 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | LOC90784 | 0.09 | 0.08 | enet | 15 | 0.10 | 2.5e-11 | 5.0 | 5.2 | 1.7e-07 | 0.78 | 0.00 | 0.99 | FALSE |
41 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | MRPL35 | 0.04 | 0.02 | blup | 61 | 0.02 | 2.9e-02 | 5.6 | 5.7 | 1.5e-08 | 0.97 | 0.02 | 0.80 | FALSE |
42 | The Cancer Genome Atlas | Lung Adenocarcinoma | IMMT | 0.04 | 0.03 | lasso | 4 | 0.03 | 1.4e-04 | 5.7 | -5.3 | 9.0e-08 | -0.99 | 0.03 | 0.97 | FALSE |
43 | The Cancer Genome Atlas | Pancreatic Adenocarcinoma | IMMT | 0.09 | 0.11 | lasso | 3 | 0.10 | 3.8e-05 | 5.2 | -5.2 | 1.5e-07 | -0.96 | 0.03 | 0.96 | FALSE |
44 | The Cancer Genome Atlas | Stomach Adenocarcinoma | IMMT | 0.10 | 0.06 | lasso | 4 | 0.08 | 1.5e-06 | -3.5 | -5.2 | 2.3e-07 | -0.84 | 0.05 | 0.94 | FALSE |
45 | The Cancer Genome Atlas | Testicular Germ Cell Tumors | IMMT | 0.12 | 0.11 | blup | 81 | 0.06 | 2.6e-03 | 5.5 | -5.7 | 1.1e-08 | -0.98 | 0.03 | 0.90 | FALSE |
46 | The Cancer Genome Atlas | Uterine Corpus Endometrial Carcinoma | LOC90784 | 0.16 | 0.04 | enet | 5 | 0.06 | 8.5e-03 | 5.1 | 5.3 | 1.2e-07 | 0.90 | 0.00 | 0.74 | FALSE |