Best TWAS P=2.83e-14 · Best GWAS P=8e-14 conditioned to 0.924
# | 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 | AC021860.1 | 0.32 | 0.28 | enet | 20 | 0.36 | 2.7e-30 | -4.4 | -6.0 | 1.8e-09 | 0.71 | 0.96 | 0.04 | FALSE |
2 | GTEx | Adipose Subcutaneous | RP11-617D20.1 | 0.28 | 0.26 | lasso | 6 | 0.28 | 2.4e-23 | -4.8 | -6.2 | 4.9e-10 | 0.71 | 0.98 | 0.02 | FALSE |
3 | GTEx | Adipose Visceral Omentum | AC021860.1 | 0.33 | 0.08 | lasso | 9 | 0.13 | 3.2e-07 | -4.4 | -5.8 | 7.2e-09 | 0.57 | 0.18 | 0.78 | FALSE |
4 | GTEx | Adipose Visceral Omentum | RP11-617D20.1 | 0.31 | 0.10 | enet | 21 | 0.17 | 3.9e-09 | -4.8 | -6.1 | 1.1e-09 | 0.49 | 0.84 | 0.15 | FALSE |
5 | GTEx | Adrenal Gland | AC021860.1 | 0.30 | 0.11 | lasso | 5 | 0.12 | 4.1e-05 | -4.9 | -5.2 | 1.8e-07 | 0.53 | 0.08 | 0.73 | FALSE |
6 | GTEx | Artery Aorta | AC021860.1 | 0.34 | 0.14 | lasso | 4 | 0.32 | 6.5e-18 | -7.5 | -6.2 | 4.2e-10 | 0.77 | 0.00 | 1.00 | FALSE |
7 | GTEx | Artery Aorta | RP11-617D20.1 | 0.27 | 0.18 | lasso | 6 | 0.24 | 1.6e-13 | -4.4 | -6.6 | 3.2e-11 | 0.82 | 0.01 | 0.99 | FALSE |
8 | GTEx | Artery Tibial | AC021860.1 | 0.30 | 0.09 | enet | 30 | 0.22 | 1.5e-17 | -4.4 | -6.2 | 6.3e-10 | 0.63 | 0.12 | 0.88 | FALSE |
9 | GTEx | Artery Tibial | RP11-617D20.1 | 0.32 | 0.23 | enet | 39 | 0.28 | 5.0e-22 | -4.4 | -6.3 | 2.2e-10 | 0.78 | 0.04 | 0.96 | FALSE |
10 | GTEx | Brain Cerebellar Hemisphere | AC021860.1 | 0.50 | 0.30 | lasso | 6 | 0.34 | 1.7e-09 | -7.5 | -6.7 | 1.8e-11 | 0.89 | 0.00 | 1.00 | FALSE |
11 | GTEx | Brain Cerebellar Hemisphere | RP11-617D20.1 | 0.53 | 0.25 | lasso | 8 | 0.32 | 5.1e-09 | -7.5 | -5.2 | 2.3e-07 | 0.83 | 0.00 | 0.99 | FALSE |
12 | GTEx | Brain Cerebellum | AC021860.1 | 0.63 | 0.33 | lasso | 16 | 0.43 | 5.7e-14 | -7.5 | -7.1 | 1.6e-12 | 0.83 | 0.00 | 1.00 | FALSE |
13 | GTEx | Brain Cerebellum | RP11-617D20.1 | 0.59 | 0.23 | lasso | 8 | 0.39 | 1.0e-12 | -7.5 | -6.5 | 6.8e-11 | 0.80 | 0.00 | 1.00 | FALSE |
14 | GTEx | Brain Cortex | AC021860.1 | 0.42 | 0.32 | lasso | 3 | 0.38 | 1.3e-11 | 3.0 | -5.2 | 2.3e-07 | 0.65 | 0.09 | 0.91 | FALSE |
15 | GTEx | Brain Frontal Cortex BA9 | RP11-617D20.1 | 0.34 | 0.14 | lasso | 4 | 0.14 | 1.7e-04 | -7.5 | -6.5 | 7.6e-11 | 0.84 | 0.01 | 0.97 | FALSE |
16 | GTEx | Brain Nucleus accumbens basal ganglia | AC021860.1 | 0.37 | 0.05 | enet | 20 | 0.12 | 5.2e-04 | 3.0 | -5.7 | 1.2e-08 | 0.63 | 0.02 | 0.93 | FALSE |
17 | GTEx | Brain Nucleus accumbens basal ganglia | RP11-617D20.1 | 0.65 | 0.14 | lasso | 14 | 0.27 | 7.6e-08 | -7.5 | -6.5 | 6.2e-11 | 0.75 | 0.00 | 0.99 | FALSE |
18 | GTEx | Brain Putamen basal ganglia | RP11-617D20.1 | 0.44 | 0.12 | lasso | 7 | 0.26 | 8.3e-07 | -7.5 | -5.6 | 2.3e-08 | 0.77 | 0.00 | 0.99 | FALSE |
19 | GTEx | Breast Mammary Tissue | AC021860.1 | 0.49 | 0.13 | enet | 29 | 0.27 | 2.2e-14 | -4.4 | -5.4 | 8.2e-08 | 0.55 | 0.68 | 0.31 | FALSE |
20 | GTEx | Colon Sigmoid | RP11-617D20.1 | 0.45 | 0.34 | lasso | 8 | 0.34 | 9.5e-13 | -4.8 | -5.8 | 8.9e-09 | 0.65 | 0.33 | 0.66 | FALSE |
21 | GTEx | Colon Transverse | AC021860.1 | 0.32 | 0.10 | lasso | 10 | 0.07 | 2.4e-04 | -4.9 | -6.0 | 2.0e-09 | 0.71 | 0.03 | 0.96 | FALSE |
22 | GTEx | Esophagus Gastroesophageal Junction | AC021860.1 | 0.23 | 0.11 | enet | 14 | 0.11 | 8.9e-05 | -4.4 | -6.2 | 6.7e-10 | 0.68 | 0.03 | 0.96 | FALSE |
23 | GTEx | Esophagus Muscularis | AC021860.1 | 0.40 | 0.19 | enet | 24 | 0.36 | 3.9e-23 | -4.4 | -6.1 | 8.9e-10 | 0.72 | 0.01 | 0.99 | FALSE |
24 | GTEx | Esophagus Muscularis | RP11-617D20.1 | 0.35 | 0.26 | lasso | 6 | 0.31 | 2.5e-19 | -4.3 | -6.3 | 2.4e-10 | 0.77 | 0.04 | 0.96 | FALSE |
25 | GTEx | Heart Atrial Appendage | AC021860.1 | 0.48 | 0.07 | lasso | 15 | 0.19 | 8.1e-09 | -4.8 | -6.0 | 1.5e-09 | 0.72 | 0.01 | 0.99 | FALSE |
26 | GTEx | Heart Atrial Appendage | RP11-617D20.1 | 0.29 | 0.14 | lasso | 6 | 0.17 | 3.7e-08 | -4.8 | -6.8 | 1.2e-11 | 0.82 | 0.01 | 0.99 | FALSE |
27 | GTEx | Heart Left Ventricle | AC021860.1 | 0.26 | 0.15 | lasso | 5 | 0.19 | 1.4e-10 | -7.5 | -7.2 | 5.8e-13 | 0.90 | 0.00 | 1.00 | FALSE |
28 | GTEx | Heart Left Ventricle | RP11-617D20.1 | 0.28 | 0.14 | lasso | 5 | 0.14 | 6.8e-08 | -4.9 | -6.0 | 1.4e-09 | 0.68 | 0.14 | 0.86 | FALSE |
29 | GTEx | Lung | AC021860.1 | 0.19 | 0.07 | enet | 14 | 0.14 | 8.2e-11 | -7.5 | -7.0 | 3.7e-12 | 0.81 | 0.00 | 1.00 | FALSE |
30 | GTEx | Lung | RP11-617D20.1 | 0.19 | 0.14 | enet | 9 | 0.14 | 1.3e-10 | -4.4 | -5.7 | 9.9e-09 | 0.67 | 0.30 | 0.70 | FALSE |
31 | GTEx | Muscle Skeletal | AC021860.1 | 0.16 | 0.10 | lasso | 7 | 0.13 | 1.1e-12 | -7.5 | -7.5 | 8.6e-14 | 0.85 | 0.00 | 1.00 | FALSE |
32 | GTEx | Nerve Tibial | AC021860.1 | 0.43 | 0.20 | lasso | 13 | 0.30 | 8.5e-22 | 3.0 | -6.2 | 7.0e-10 | 0.72 | 0.26 | 0.74 | FALSE |
33 | GTEx | Nerve Tibial | RP11-617D20.1 | 0.35 | 0.10 | enet | 81 | 0.20 | 7.0e-14 | -4.3 | -5.9 | 3.0e-09 | 0.53 | 0.01 | 0.99 | FALSE |
34 | GTEx | Pancreas | AC021860.1 | 0.41 | 0.33 | lasso | 6 | 0.44 | 5.0e-20 | -7.5 | -7.0 | 3.8e-12 | 0.87 | 0.00 | 1.00 | FALSE |
35 | GTEx | Pancreas | RP11-617D20.1 | 0.34 | 0.27 | lasso | 6 | 0.33 | 1.8e-14 | -7.5 | -7.1 | 1.1e-12 | 0.88 | 0.00 | 1.00 | FALSE |
36 | GTEx | Prostate | AC021860.1 | 0.28 | 0.15 | enet | 29 | 0.28 | 8.1e-08 | -7.5 | -6.2 | 4.1e-10 | 0.66 | 0.00 | 0.98 | FALSE |
37 | GTEx | Skin Not Sun Exposed Suprapubic | AC021860.1 | 0.43 | 0.32 | lasso | 8 | 0.35 | 4.0e-20 | -4.4 | -5.5 | 3.7e-08 | 0.69 | 0.59 | 0.41 | FALSE |
38 | GTEx | Skin Sun Exposed Lower leg | RP11-617D20.1 | 0.20 | 0.10 | lasso | 4 | 0.11 | 3.2e-09 | -4.4 | -6.2 | 5.6e-10 | 0.75 | 0.10 | 0.90 | FALSE |
39 | GTEx | Stomach | AC021860.1 | 0.37 | 0.14 | enet | 27 | 0.18 | 5.9e-09 | -4.8 | -5.6 | 2.1e-08 | 0.56 | 0.26 | 0.72 | FALSE |
40 | GTEx | Stomach | RP11-617D20.1 | 0.32 | 0.23 | enet | 13 | 0.20 | 6.5e-10 | -4.8 | -5.5 | 4.0e-08 | 0.58 | 0.70 | 0.30 | FALSE |
41 | GTEx | Testis | AC021860.1 | 0.23 | 0.16 | lasso | 5 | 0.23 | 1.3e-10 | -4.3 | -6.3 | 3.2e-10 | 0.75 | 0.02 | 0.98 | FALSE |
42 | GTEx | Testis | RP11-617D20.1 | 0.28 | 0.16 | lasso | 5 | 0.18 | 1.9e-08 | -4.3 | -5.7 | 1.5e-08 | 0.76 | 0.01 | 0.99 | FALSE |
43 | GTEx | Thyroid | AC021860.1 | 0.30 | 0.22 | lasso | 4 | 0.30 | 5.4e-23 | 3.0 | -5.2 | 2.5e-07 | 0.58 | 0.99 | 0.01 | FALSE |
44 | GTEx | Thyroid | RP11-617D20.1 | 0.31 | 0.22 | enet | 20 | 0.29 | 3.5e-22 | -4.8 | -6.1 | 1.1e-09 | 0.71 | 0.17 | 0.83 | FALSE |
45 | GTEx | Vagina | RP11-617D20.1 | 0.31 | 0.01 | lasso | 8 | 0.02 | 1.4e-01 | -4.3 | -6.4 | 1.6e-10 | 0.79 | 0.02 | 0.69 | FALSE |
46 | GTEx | Whole Blood | AC021860.1 | 0.14 | 0.07 | lasso | 7 | 0.10 | 2.5e-09 | -4.4 | -6.1 | 8.5e-10 | 0.72 | 0.04 | 0.96 | FALSE |
47 | GTEx | Whole Blood | RP11-617D20.1 | 0.14 | 0.06 | lasso | 3 | 0.05 | 4.2e-05 | 5.5 | -6.2 | 4.0e-10 | 0.78 | 0.02 | 0.97 | FALSE |
48 | METSIM | Adipose | AC021860.1 | 0.18 | 0.07 | bslmm | 596 | 0.12 | 4.0e-17 | -4.3 | -6.7 | 1.6e-11 | 0.75 | 0.20 | 0.80 | FALSE |
49 | ROSMAP | Brain Pre-frontal Cortex | TLR10 | 0.08 | 0.01 | blup | 517 | 0.03 | 3.4e-05 | -2.7 | 6.7 | 2.1e-11 | -0.56 | 0.70 | 0.12 | TRUE |
50 | ROSMAP | Brain Pre-frontal Cortex | RP11-617D20.1 | 0.14 | 0.08 | enet | 18 | 0.13 | 6.8e-16 | -4.8 | -6.6 | 3.7e-11 | 0.73 | 0.01 | 0.99 | FALSE |
51 | The Cancer Genome Atlas | Breast Invasive Carcinoma | FLJ13197 | 0.04 | 0.02 | blup | 80 | 0.03 | 3.2e-07 | -4.3 | -6.8 | 1.3e-11 | 0.76 | 0.25 | 0.75 | FALSE |
52 | The Cancer Genome Atlas | Cervical Squamous Cell Carcinoma | FLJ13197 | 0.14 | 0.00 | blup | 81 | 0.04 | 6.7e-03 | 2.8 | -6.5 | 8.1e-11 | 0.60 | 0.02 | 0.14 | FALSE |
53 | The Cancer Genome Atlas | Colon Adenocarcinoma | FLJ13197 | 0.12 | 0.00 | blup | 85 | 0.05 | 9.1e-04 | -4.4 | -5.7 | 9.5e-09 | 0.51 | 0.08 | 0.45 | FALSE |
54 | The Cancer Genome Atlas | Esophageal Carcinoma | FLJ13197 | 0.16 | 0.04 | lasso | 2 | 0.02 | 8.9e-02 | -7.5 | -7.5 | 7.5e-14 | 1.00 | 0.00 | 0.90 | FALSE |
55 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | FLJ13197 | 0.11 | 0.07 | blup | 85 | 0.10 | 3.4e-11 | -4.4 | -6.5 | 7.8e-11 | 0.71 | 0.09 | 0.91 | FALSE |
56 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | FLJ13197 | 0.08 | 0.05 | blup | 85 | 0.03 | 6.4e-03 | -4.3 | -5.4 | 5.9e-08 | 0.58 | 0.09 | 0.75 | FALSE |
57 | The Cancer Genome Atlas | Brain Lower Grade Glioma | FLJ13197 | 0.06 | 0.04 | enet | 9 | 0.06 | 1.3e-07 | -7.5 | -7.3 | 2.2e-13 | 0.83 | 0.00 | 1.00 | FALSE |
58 | The Cancer Genome Atlas | Lung Adenocarcinoma | FLJ13197 | 0.11 | 0.07 | blup | 85 | 0.08 | 7.0e-10 | -4.4 | -5.9 | 3.3e-09 | 0.62 | 0.16 | 0.84 | FALSE |
59 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | FLJ13197 | 0.08 | 0.04 | enet | 11 | 0.06 | 1.7e-07 | -4.4 | -6.1 | 8.9e-10 | 0.74 | 0.03 | 0.97 | FALSE |
60 | The Cancer Genome Atlas | Ovarian Serous Cystadenocarcinoma | FLJ13197 | 0.06 | 0.00 | blup | 81 | 0.01 | 3.4e-02 | -4.9 | -7.6 | 2.8e-14 | 0.84 | 0.01 | 0.83 | TRUE |
61 | The Cancer Genome Atlas | Pancreatic Adenocarcinoma | FLJ13197 | 0.13 | 0.07 | blup | 81 | 0.08 | 2.7e-04 | -7.5 | -6.8 | 1.4e-11 | 0.74 | 0.00 | 0.96 | FALSE |
62 | The Cancer Genome Atlas | Prostate Adenocarcinoma | FLJ13197 | 0.20 | 0.10 | blup | 81 | 0.14 | 4.2e-14 | -4.8 | -5.7 | 1.0e-08 | 0.62 | 0.65 | 0.35 | FALSE |
63 | The Cancer Genome Atlas | Soft Tissue Sarcoma | FLJ13197 | 0.08 | 0.02 | enet | 9 | 0.04 | 1.7e-03 | -6.4 | -7.1 | 1.3e-12 | 0.67 | 0.03 | 0.42 | FALSE |
64 | The Cancer Genome Atlas | Testicular Germ Cell Tumors | FLJ13197 | 0.22 | 0.05 | blup | 85 | 0.10 | 2.4e-04 | 3.4 | -6.0 | 1.9e-09 | 0.71 | 0.02 | 0.58 | FALSE |
65 | The Cancer Genome Atlas | Thyroid Carcinoma | FLJ13197 | 0.16 | 0.08 | blup | 82 | 0.13 | 7.1e-13 | -7.5 | -6.5 | 9.3e-11 | 0.74 | 0.00 | 1.00 | FALSE |
66 | The Cancer Genome Atlas | Uterine Corpus Endometrial Carcinoma | FLJ13197 | 0.20 | 0.01 | blup | 85 | 0.09 | 1.4e-03 | -4.4 | -7.0 | 2.0e-12 | 0.83 | 0.01 | 0.86 | FALSE |