Best TWAS P=2.22e-10 · Best GWAS P=2.3e-10 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 | NEK4 | 0.07 | 0.11 | enet | 69 | 0.11 | 1.0e-13 | 5.0 | -5.8 | 8.0e-09 | 0.81 | 0.54 | 0.46 | FALSE |
2 | GTEx | Adipose Subcutaneous | NEK4 | 0.04 | 0.01 | lasso | 3 | 0.00 | 1.2e-01 | 5.3 | -5.2 | 1.9e-07 | 0.73 | 0.39 | 0.42 | FALSE |
3 | GTEx | Artery Aorta | GNL3 | 0.12 | 0.15 | lasso | 5 | 0.14 | 4.7e-08 | 5.0 | -5.8 | 8.1e-09 | 0.72 | 0.37 | 0.63 | FALSE |
4 | GTEx | Artery Aorta | NT5DC2 | 0.08 | 0.10 | lasso | 2 | 0.06 | 3.4e-04 | -6.2 | 6.2 | 4.5e-10 | -0.97 | 0.01 | 0.98 | FALSE |
5 | GTEx | Artery Aorta | TMEM110 | 0.19 | 0.08 | enet | 16 | 0.10 | 6.0e-06 | 4.8 | 5.5 | 3.1e-08 | -0.61 | 0.79 | 0.19 | FALSE |
6 | GTEx | Artery Coronary | TMEM110 | 0.17 | 0.05 | lasso | 8 | 0.07 | 3.1e-03 | -4.0 | 5.6 | 1.6e-08 | -0.61 | 0.18 | 0.27 | FALSE |
7 | GTEx | Artery Tibial | GNL3 | 0.08 | 0.06 | lasso | 3 | 0.06 | 3.0e-05 | -5.4 | -5.4 | 5.4e-08 | 0.85 | 0.05 | 0.95 | FALSE |
8 | GTEx | Artery Tibial | PBRM1 | 0.16 | 0.20 | enet | 35 | 0.21 | 4.8e-16 | 5.3 | 5.7 | 1.1e-08 | -0.71 | 0.64 | 0.36 | FALSE |
9 | GTEx | Brain Cerebellar Hemisphere | GNL3 | 0.13 | 0.19 | enet | 16 | 0.10 | 1.6e-03 | 5.1 | -5.4 | 5.9e-08 | 0.82 | 0.28 | 0.61 | FALSE |
10 | GTEx | Brain Cerebellum | GNL3 | 0.14 | 0.07 | enet | 43 | 0.09 | 1.3e-03 | 5.0 | -6.1 | 1.2e-09 | 0.81 | 0.18 | 0.73 | FALSE |
11 | GTEx | Brain Frontal Cortex BA9 | GNL3 | 0.14 | 0.15 | enet | 10 | 0.13 | 2.3e-04 | -5.9 | -5.6 | 2.5e-08 | 0.96 | 0.02 | 0.90 | FALSE |
12 | GTEx | Brain Hippocampus | GLYCTK-AS1 | 0.17 | 0.25 | lasso | 6 | 0.15 | 1.9e-04 | 5.0 | -5.1 | 3.1e-07 | 0.67 | 0.26 | 0.48 | FALSE |
13 | GTEx | Breast Mammary Tissue | NEK4 | 0.06 | 0.03 | enet | 7 | 0.06 | 7.8e-04 | -6.2 | -5.4 | 5.6e-08 | 0.75 | 0.03 | 0.87 | FALSE |
14 | GTEx | Breast Mammary Tissue | NT5DC2 | 0.13 | 0.12 | enet | 11 | 0.08 | 9.9e-05 | -5.3 | -5.9 | 3.4e-09 | 0.84 | 0.07 | 0.91 | FALSE |
15 | GTEx | Breast Mammary Tissue (Female) | NT5DC2 | 0.09 | 0.08 | lasso | 1 | 0.06 | 5.9e-03 | -5.3 | -5.3 | 1.4e-07 | 0.82 | 0.04 | 0.48 | FALSE |
16 | GTEx | Cells EBV-transformed lymphocytes | NT5DC2 | 0.18 | 0.29 | lasso | 1 | 0.28 | 6.6e-10 | -6.2 | -6.2 | 5.4e-10 | 0.98 | 0.01 | 0.99 | FALSE |
17 | GTEx | Cells EBV-transformed lymphocytes | RP5-966M1.6 | 0.16 | 0.07 | enet | 19 | 0.11 | 1.8e-04 | 4.7 | 5.4 | 5.6e-08 | -0.78 | 0.34 | 0.59 | FALSE |
18 | GTEx | Cells Transformed fibroblasts | NEK4 | 0.07 | 0.11 | lasso | 5 | 0.08 | 7.2e-07 | -6.0 | -5.9 | 2.7e-09 | 0.94 | 0.04 | 0.96 | FALSE |
19 | GTEx | Cells Transformed fibroblasts | GNL3 | 0.10 | 0.12 | lasso | 8 | 0.10 | 3.0e-08 | 5.3 | -5.3 | 1.4e-07 | 0.73 | 0.63 | 0.36 | FALSE |
20 | GTEx | Cells Transformed fibroblasts | WDR82 | 0.05 | 0.02 | lasso | 5 | 0.02 | 1.8e-02 | 4.7 | 5.1 | 2.7e-07 | -0.66 | 0.25 | 0.37 | FALSE |
21 | GTEx | Cells Transformed fibroblasts | NT5DC2 | 0.30 | 0.17 | enet | 23 | 0.18 | 1.3e-13 | -6.2 | -5.1 | 3.1e-07 | 0.89 | 0.00 | 1.00 | FALSE |
22 | GTEx | Colon Sigmoid | GNL3 | 0.08 | 0.04 | lasso | 5 | 0.04 | 1.8e-02 | 5.3 | -5.3 | 1.4e-07 | 0.73 | 0.18 | 0.22 | FALSE |
23 | GTEx | Colon Sigmoid | NT5DC2 | 0.08 | 0.07 | enet | 8 | 0.06 | 4.5e-03 | -6.3 | -5.9 | 3.1e-09 | 0.96 | 0.02 | 0.93 | FALSE |
24 | GTEx | Colon Transverse | NT5DC2 | 0.12 | 0.18 | lasso | 12 | 0.17 | 1.6e-08 | -6.2 | -6.3 | 2.6e-10 | 0.97 | 0.02 | 0.98 | FALSE |
25 | GTEx | Esophagus Mucosa | NEK4 | 0.05 | 0.03 | lasso | 8 | 0.02 | 2.4e-02 | -4.0 | -5.5 | 4.1e-08 | 0.80 | 0.12 | 0.84 | FALSE |
26 | GTEx | Esophagus Mucosa | TKT | 0.07 | 0.02 | enet | 12 | 0.02 | 2.1e-02 | -3.6 | -5.2 | 1.6e-07 | 0.43 | 0.17 | 0.46 | FALSE |
27 | GTEx | Esophagus Muscularis | GNL3 | 0.06 | 0.12 | lasso | 1 | 0.10 | 1.5e-06 | -5.4 | -5.4 | 5.5e-08 | 0.89 | 0.11 | 0.88 | FALSE |
28 | GTEx | Heart Atrial Appendage | NT5DC2 | 0.07 | 0.09 | lasso | 1 | 0.06 | 1.2e-03 | -6.0 | 6.0 | 2.1e-09 | -0.99 | 0.04 | 0.93 | FALSE |
29 | GTEx | Lung | GNL3 | 0.05 | 0.03 | lasso | 6 | 0.03 | 3.0e-03 | 5.3 | -5.3 | 1.1e-07 | 0.65 | 0.43 | 0.41 | FALSE |
30 | GTEx | Lung | TMEM110 | 0.13 | 0.10 | lasso | 7 | 0.07 | 8.4e-06 | 4.7 | 5.5 | 3.7e-08 | -0.52 | 0.96 | 0.04 | FALSE |
31 | GTEx | Muscle Skeletal | ITIH4-AS1 | 0.06 | 0.03 | lasso | 4 | 0.06 | 2.3e-06 | 4.2 | 5.4 | 5.2e-08 | -0.73 | 0.50 | 0.50 | FALSE |
32 | GTEx | Nerve Tibial | NEK4 | 0.06 | 0.06 | enet | 8 | 0.06 | 2.2e-05 | 5.4 | -5.4 | 7.4e-08 | 0.73 | 0.43 | 0.56 | FALSE |
33 | GTEx | Pituitary | SFMBT1 | 0.16 | 0.01 | enet | 9 | 0.02 | 1.2e-01 | 5.0 | 5.3 | 9.2e-08 | -0.68 | 0.17 | 0.27 | FALSE |
34 | GTEx | Skin Not Sun Exposed Suprapubic | NT5DC2 | 0.23 | 0.10 | lasso | 4 | 0.09 | 8.3e-06 | 5.8 | -5.6 | 2.7e-08 | 0.77 | 0.05 | 0.95 | FALSE |
35 | GTEx | Skin Sun Exposed Lower leg | NEK4 | 0.06 | 0.12 | lasso | 3 | 0.10 | 2.2e-08 | 5.1 | -5.2 | 2.2e-07 | 0.73 | 0.57 | 0.42 | FALSE |
36 | GTEx | Skin Sun Exposed Lower leg | NT5DC2 | 0.21 | 0.19 | enet | 12 | 0.18 | 2.0e-14 | 5.8 | -5.5 | 5.0e-08 | 0.78 | 0.05 | 0.95 | FALSE |
37 | GTEx | Small Intestine Terminal Ileum | RP5-966M1.6 | 0.14 | 0.03 | lasso | 7 | 0.00 | 2.5e-01 | 5.1 | 5.3 | 1.1e-07 | -0.67 | 0.08 | 0.24 | FALSE |
38 | GTEx | Testis | GNL3 | 0.12 | 0.18 | lasso | 7 | 0.18 | 2.4e-08 | 5.3 | -5.5 | 3.8e-08 | 0.72 | 0.61 | 0.38 | FALSE |
39 | GTEx | Testis | NT5DC2 | 0.11 | 0.16 | enet | 8 | 0.11 | 1.0e-05 | -6.2 | -6.1 | 8.7e-10 | 0.96 | 0.01 | 0.99 | FALSE |
40 | GTEx | Thyroid | NEK4 | 0.09 | 0.09 | lasso | 4 | 0.10 | 4.1e-08 | 5.1 | -5.4 | 6.7e-08 | 0.80 | 0.66 | 0.34 | FALSE |
41 | GTEx | Thyroid | PBRM1 | 0.19 | 0.33 | lasso | 7 | 0.31 | 2.7e-24 | 5.0 | 5.2 | 2.4e-07 | -0.72 | 0.69 | 0.31 | FALSE |
42 | GTEx | Thyroid | NT5DC2 | 0.20 | 0.13 | lasso | 3 | 0.13 | 4.0e-10 | -6.2 | -6.3 | 2.2e-10 | 0.97 | 0.01 | 0.99 | TRUE |
43 | GTEx | Whole Blood | SPCS1 | 0.03 | 0.02 | lasso | 3 | 0.02 | 4.6e-03 | 5.2 | 5.3 | 1.1e-07 | -0.65 | 0.26 | 0.65 | FALSE |
44 | GTEx | Whole Blood | TMEM110 | 0.15 | 0.08 | lasso | 7 | 0.07 | 5.7e-07 | 4.7 | 5.3 | 1.1e-07 | -0.53 | 0.96 | 0.04 | FALSE |
45 | GTEx | Whole Blood | ITIH4-AS1 | 0.33 | 0.24 | lasso | 7 | 0.25 | 9.7e-23 | 4.8 | 5.4 | 7.4e-08 | -0.53 | 0.94 | 0.06 | FALSE |
46 | METSIM | Adipose | GNL3 | 0.04 | 0.06 | enet | 25 | 0.05 | 4.5e-08 | 5.1 | -5.3 | 1.2e-07 | 0.81 | 0.56 | 0.44 | FALSE |
47 | METSIM | Adipose | ITIH4 | 0.35 | 0.24 | bslmm | 389 | 0.27 | 4.2e-41 | 4.8 | 6.0 | 1.9e-09 | -0.50 | 0.94 | 0.06 | FALSE |
48 | METSIM | Adipose | NT5DC2 | 0.27 | 0.13 | enet | 34 | 0.14 | 2.2e-20 | -6.2 | -5.7 | 1.0e-08 | 0.90 | 0.01 | 0.99 | FALSE |
49 | METSIM | Adipose | PPM1M | 0.08 | 0.08 | enet | 17 | 0.08 | 1.4e-12 | 5.0 | -5.5 | 4.5e-08 | 0.69 | 0.90 | 0.10 | FALSE |
50 | NTR | Blood | WDR82 | 0.02 | 0.03 | blup | 325 | 0.03 | 4.9e-09 | -4.0 | 5.4 | 5.5e-08 | -0.81 | 0.26 | 0.74 | FALSE |
51 | ROSMAP | Brain Pre-frontal Cortex | NEK4 | 0.04 | 0.05 | blup | 359 | 0.05 | 1.1e-06 | -5.4 | -5.9 | 3.5e-09 | 0.86 | 0.06 | 0.94 | FALSE |
52 | ROSMAP | Brain Pre-frontal Cortex | GNL3 | 0.15 | 0.23 | enet | 16 | 0.22 | 2.0e-28 | -5.4 | -5.5 | 2.9e-08 | 0.87 | 0.46 | 0.54 | FALSE |
53 | ROSMAP | Brain Pre-frontal Cortex | TMEM110 | 0.02 | 0.01 | blup | 321 | 0.02 | 9.7e-04 | 4.6 | 6.0 | 1.8e-09 | -0.79 | 0.29 | 0.23 | FALSE |
54 | YFS | Blood | GNL3 | 0.02 | 0.03 | enet | 11 | 0.03 | 2.9e-09 | 5.0 | -5.8 | 6.3e-09 | 0.80 | 0.68 | 0.32 | FALSE |
55 | The Cancer Genome Atlas | Bladder Urothelial Carcinoma | ITIH4 | 0.04 | 0.03 | blup | 53 | 0.03 | 7.4e-04 | 4.8 | 5.7 | 1.4e-08 | -0.72 | 0.04 | 0.81 | FALSE |
56 | The Cancer Genome Atlas | Breast Invasive Carcinoma | SPCS1 | 0.08 | 0.04 | lasso | 2 | 0.04 | 4.7e-08 | -5.4 | 5.2 | 1.9e-07 | -0.88 | 0.01 | 0.99 | FALSE |
57 | The Cancer Genome Atlas | Cervical Squamous Cell Carcinoma | NEK4 | 0.07 | 0.01 | blup | 69 | 0.04 | 5.8e-03 | 5.0 | -5.2 | 1.6e-07 | 0.74 | 0.04 | 0.63 | FALSE |
58 | The Cancer Genome Atlas | Colon Adenocarcinoma | NT5DC2 | 0.04 | 0.02 | blup | 50 | 0.03 | 9.7e-03 | 5.5 | -5.3 | 1.0e-07 | 0.75 | 0.03 | 0.50 | FALSE |
59 | The Cancer Genome Atlas | Glioblastoma Multiforme | GNL3 | 0.17 | 0.06 | blup | 47 | 0.06 | 9.0e-03 | 5.0 | -5.1 | 2.9e-07 | 0.59 | 0.03 | 0.82 | FALSE |
60 | The Cancer Genome Atlas | Glioblastoma Multiforme | ITIH4 | 0.10 | 0.02 | blup | 53 | 0.05 | 1.2e-02 | 4.8 | 5.3 | 1.5e-07 | -0.61 | 0.03 | 0.34 | FALSE |
61 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | ITIH4 | 0.04 | 0.02 | blup | 53 | 0.03 | 3.0e-04 | 4.9 | 5.8 | 5.6e-09 | -0.75 | 0.03 | 0.90 | FALSE |
62 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | GNL3 | 0.03 | 0.03 | enet | 6 | 0.04 | 3.6e-05 | 5.3 | -5.1 | 2.8e-07 | 0.68 | 0.03 | 0.96 | FALSE |
63 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | NEK4 | 0.06 | 0.09 | lasso | 3 | 0.08 | 1.1e-09 | 5.1 | -5.2 | 2.4e-07 | 0.72 | 0.07 | 0.93 | FALSE |
64 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | SPCS1 | 0.04 | 0.03 | enet | 1 | 0.03 | 2.9e-04 | -5.4 | 5.4 | 5.5e-08 | -0.89 | 0.01 | 0.72 | FALSE |
65 | The Cancer Genome Atlas | Ovarian Serous Cystadenocarcinoma | ITIH4 | 0.05 | 0.02 | blup | 53 | 0.02 | 1.1e-02 | 4.8 | 5.2 | 1.6e-07 | -0.65 | 0.05 | 0.51 | FALSE |
66 | The Cancer Genome Atlas | Ovarian Serous Cystadenocarcinoma | LOC440957 | 0.04 | 0.02 | blup | 45 | 0.01 | 8.8e-02 | -6.1 | 5.8 | 5.5e-09 | -0.97 | 0.01 | 0.85 | FALSE |
67 | The Cancer Genome Atlas | Prostate Adenocarcinoma | GNL3 | 0.04 | 0.05 | lasso | 12 | 0.05 | 9.0e-06 | 5.2 | -5.2 | 2.3e-07 | 0.72 | 0.04 | 0.95 | FALSE |
68 | The Cancer Genome Atlas | Rectum Adenocarcinoma | ITIH4 | 0.12 | 0.09 | blup | 53 | 0.06 | 1.4e-02 | 4.9 | 5.7 | 1.5e-08 | -0.77 | 0.02 | 0.68 | FALSE |
69 | The Cancer Genome Atlas | Thyroid Carcinoma | GNL3 | 0.03 | 0.03 | blup | 47 | 0.03 | 3.3e-04 | 5.1 | -5.1 | 2.8e-07 | 0.73 | 0.04 | 0.95 | FALSE |
70 | The Cancer Genome Atlas | Thyroid Carcinoma | NEK4 | 0.07 | 0.12 | blup | 69 | 0.12 | 6.3e-12 | 5.4 | -5.5 | 3.9e-08 | 0.74 | 0.05 | 0.95 | FALSE |
71 | The Cancer Genome Atlas | Thyroid Carcinoma | NT5DC2 | 0.19 | 0.19 | lasso | 1 | 0.18 | 1.1e-17 | -6.3 | -6.3 | 2.3e-10 | 1.00 | 0.00 | 1.00 | FALSE |
72 | The Cancer Genome Atlas | Thyroid Carcinoma | PBRM1 | 0.15 | 0.14 | enet | 9 | 0.16 | 7.0e-15 | -5.3 | 5.8 | 5.7e-09 | -0.86 | 0.08 | 0.92 | FALSE |