Best TWAS P=1.58e-46 · Best GWAS P=3.87e-47 conditioned to NaN
# | 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 | ARHGAP25 | 0.27 | 0.27 | bslmm | 586 | 0.33 | 5.5e-41 | 7.8 | -8.8 | 1.9e-18 | 0.03 | 0.00 | 1.00 | TRUE |
2 | CommonMind | Brain Pre-frontal Cortex | ASPRV1 | 0.05 | 0.03 | bslmm | 344 | 0.03 | 1.0e-04 | 1.8 | -8.2 | 3.0e-16 | 0.39 | 0.74 | 0.07 | FALSE |
3 | CommonMind | Brain Pre-frontal Cortex | ETAA1 | 0.15 | 0.13 | enet | 34 | 0.16 | 6.2e-19 | 4.3 | 5.1 | 2.9e-07 | 0.01 | 0.22 | 0.73 | TRUE |
4 | CommonMind | Brain Pre-frontal Cortex | GMCL1 | 0.06 | 0.09 | lasso | 2 | 0.09 | 1.5e-10 | -8.5 | 8.5 | 1.4e-17 | -0.46 | 1.00 | 0.00 | FALSE |
5 | CommonMind | Brain Pre-frontal Cortex | SNRNP27 | 0.04 | 0.03 | lasso | 3 | 0.03 | 2.1e-04 | -8.6 | 5.2 | 1.8e-07 | -0.23 | 0.85 | 0.00 | FALSE |
6 | GTEx | Adipose Subcutaneous | GMCL1 | 0.03 | 0.04 | enet | 5 | 0.02 | 1.0e-02 | -9.2 | -9.7 | 3.2e-22 | 0.52 | 0.49 | 0.18 | TRUE |
7 | GTEx | Adipose Subcutaneous | GFPT1 | 0.07 | 0.04 | enet | 11 | 0.01 | 6.9e-02 | -4.1 | 5.8 | 8.5e-09 | -0.32 | 0.62 | 0.05 | FALSE |
8 | GTEx | Adipose Visceral Omentum | GMCL1 | 0.07 | 0.04 | lasso | 4 | 0.01 | 7.4e-02 | -7.2 | -8.7 | 4.2e-18 | 0.43 | 0.17 | 0.13 | FALSE |
9 | GTEx | Adrenal Gland | SNRNP27 | 0.13 | 0.04 | lasso | 5 | 0.11 | 1.3e-04 | -13.2 | 10.3 | 1.1e-24 | -0.65 | 0.06 | 0.57 | TRUE |
10 | GTEx | Artery Aorta | PCYOX1 | 0.12 | 0.04 | lasso | 3 | 0.02 | 1.6e-02 | -7.0 | -7.0 | 1.9e-12 | 0.34 | 0.35 | 0.04 | FALSE |
11 | GTEx | Artery Aorta | GFPT1 | 0.24 | 0.10 | lasso | 8 | 0.19 | 1.0e-10 | -3.1 | 5.9 | 4.6e-09 | -0.31 | 1.00 | 0.00 | FALSE |
12 | GTEx | Artery Tibial | FAM136A | 0.11 | 0.02 | enet | 13 | 0.05 | 8.2e-05 | 1.8 | 6.0 | 2.6e-09 | -0.28 | 0.52 | 0.18 | TRUE |
13 | GTEx | Artery Tibial | PCYOX1 | 0.22 | 0.18 | lasso | 4 | 0.17 | 1.3e-13 | -6.9 | -6.9 | 5.5e-12 | 0.34 | 1.00 | 0.00 | FALSE |
14 | GTEx | Brain Cerebellum | GMCL1 | 0.13 | 0.11 | lasso | 3 | 0.10 | 5.1e-04 | -8.6 | 8.3 | 9.8e-17 | -0.43 | 0.12 | 0.40 | FALSE |
15 | GTEx | Cells EBV-transformed lymphocytes | FAM136A | 0.31 | 0.12 | lasso | 7 | 0.16 | 5.6e-06 | 4.7 | 6.7 | 2.4e-11 | -0.13 | 0.74 | 0.08 | TRUE |
16 | GTEx | Colon Sigmoid | PCYOX1 | 0.19 | 0.00 | enet | 27 | 0.00 | 3.0e-01 | 2.4 | -5.2 | 2.2e-07 | 0.29 | 0.09 | 0.05 | FALSE |
17 | GTEx | Colon Transverse | PCYOX1 | 0.13 | 0.01 | lasso | 3 | 0.00 | 2.7e-01 | -4.8 | -6.1 | 8.2e-10 | 0.36 | 0.22 | 0.04 | TRUE |
18 | GTEx | Colon Transverse | GFPT1 | 0.20 | 0.23 | lasso | 4 | 0.22 | 4.9e-11 | -3.0 | 5.8 | 5.2e-09 | -0.30 | 1.00 | 0.00 | FALSE |
19 | GTEx | Esophagus Muscularis | PCYOX1 | 0.18 | 0.16 | enet | 14 | 0.15 | 1.9e-09 | -7.0 | -7.9 | 2.1e-15 | 0.41 | 1.00 | 0.00 | FALSE |
20 | GTEx | Esophagus Muscularis | AC022201.5 | 0.14 | 0.04 | enet | 22 | 0.06 | 8.7e-05 | 3.1 | 5.3 | 1.1e-07 | -0.23 | 0.81 | 0.01 | FALSE |
21 | GTEx | Lung | FAM136A | 0.10 | 0.00 | lasso | 3 | 0.00 | 4.3e-01 | -6.8 | 7.2 | 5.2e-13 | -0.39 | 0.06 | 0.09 | FALSE |
22 | GTEx | Lung | AAK1 | 0.05 | 0.00 | lasso | 5 | 0.01 | 2.7e-02 | -4.0 | -5.9 | 3.8e-09 | 0.28 | 0.14 | 0.14 | FALSE |
23 | GTEx | Lung | ANXA4 | 0.22 | 0.03 | enet | 16 | 0.05 | 1.6e-04 | -6.4 | 5.8 | 5.6e-09 | -0.24 | 0.90 | 0.00 | FALSE |
24 | GTEx | Muscle Skeletal | GMCL1 | 0.13 | 0.07 | lasso | 6 | 0.11 | 4.5e-11 | -8.6 | 13.2 | 9.4e-40 | -0.80 | 0.04 | 0.96 | FALSE |
25 | GTEx | Pancreas | AC022201.5 | 0.14 | -0.01 | lasso | 8 | -0.01 | 6.7e-01 | -7.0 | 7.0 | 2.8e-12 | -0.31 | 0.07 | 0.09 | FALSE |
26 | GTEx | Pancreas | ASPRV1 | 0.21 | 0.02 | enet | 17 | 0.04 | 5.8e-03 | 2.3 | -6.2 | 5.7e-10 | 0.19 | 0.07 | 0.13 | TRUE |
27 | GTEx | Skin Not Sun Exposed Suprapubic | PCYOX1 | 0.14 | 0.03 | lasso | 6 | 0.02 | 2.2e-02 | -5.5 | -6.0 | 1.7e-09 | 0.32 | 0.14 | 0.19 | FALSE |
28 | GTEx | Skin Sun Exposed Lower leg | FAM136A | 0.11 | 0.05 | enet | 42 | 0.06 | 5.1e-06 | -6.8 | 5.4 | 8.4e-08 | -0.28 | 0.78 | 0.02 | TRUE |
29 | GTEx | Small Intestine Terminal Ileum | GFPT1 | 0.24 | 0.01 | enet | 19 | 0.03 | 8.5e-02 | -2.9 | 6.4 | 1.6e-10 | -0.30 | 0.07 | 0.15 | TRUE |
30 | GTEx | Thyroid | SNRNP27 | 0.12 | 0.05 | enet | 11 | 0.06 | 1.6e-05 | 2.7 | 5.5 | 3.4e-08 | -0.39 | 0.70 | 0.14 | FALSE |
31 | METSIM | Adipose | GFPT1 | 0.07 | 0.06 | blup | 460 | 0.08 | 1.0e-11 | -3.1 | 6.7 | 1.9e-11 | -0.36 | 1.00 | 0.00 | FALSE |
32 | NTR | Blood | GMCL1 | 0.06 | 0.05 | lasso | 7 | 0.05 | 4.4e-15 | -13.9 | -14.3 | 1.6e-46 | 0.86 | 0.05 | 0.95 | TRUE |
33 | ROSMAP | Brain Pre-frontal Cortex | FAM136A | 0.09 | 0.08 | lasso | 3 | 0.06 | 9.9e-09 | -6.1 | 5.6 | 1.7e-08 | -0.34 | 1.00 | 0.00 | FALSE |
34 | ROSMAP | Brain Pre-frontal Cortex | GMCL1 | 0.16 | 0.17 | lasso | 9 | 0.18 | 1.5e-22 | -8.6 | 11.3 | 2.0e-29 | -0.62 | 1.00 | 0.00 | FALSE |
35 | ROSMAP | Brain Pre-frontal Cortex | ARHGAP25 | 0.33 | 0.19 | bslmm | 573 | 0.24 | 5.2e-30 | 7.8 | -7.3 | 2.9e-13 | 0.02 | 0.00 | 1.00 | FALSE |
36 | ROSMAP | Brain Pre-frontal Cortex | TGFA | 0.09 | 0.03 | bslmm | 191 | 0.04 | 7.4e-06 | -2.2 | -5.8 | 5.5e-09 | 0.29 | 0.86 | 0.05 | FALSE |
37 | ROSMAP | Brain Pre-frontal Cortex | GFPT1 | 0.09 | 0.01 | bslmm | 439 | 0.02 | 3.2e-04 | 2.9 | 5.5 | 4.3e-08 | -0.28 | 0.31 | 0.05 | FALSE |
38 | YFS | Blood | PCYOX1 | 0.02 | 0.01 | blup | 461 | 0.01 | 1.1e-05 | -8.3 | 9.1 | 7.6e-20 | -0.39 | 0.45 | 0.41 | FALSE |
39 | YFS | Blood | SNRNP27 | 0.05 | 0.05 | bslmm | 332 | 0.05 | 9.5e-17 | -14.0 | 13.5 | 2.8e-41 | -0.82 | 0.04 | 0.96 | TRUE |
40 | The Cancer Genome Atlas | Breast Invasive Carcinoma | ANXA4 | 0.01 | 0.01 | blup | 58 | 0.01 | 2.3e-03 | 6.2 | 10.4 | 2.6e-25 | -0.58 | 0.06 | 0.33 | FALSE |
41 | The Cancer Genome Atlas | Breast Invasive Carcinoma | ASPRV1 | 0.01 | 0.01 | blup | 58 | 0.01 | 1.1e-03 | 2.3 | -6.3 | 2.8e-10 | 0.29 | 0.06 | 0.11 | FALSE |
42 | The Cancer Genome Atlas | Breast Invasive Carcinoma | SNRNP27 | 0.02 | 0.00 | enet | 5 | 0.01 | 2.5e-03 | 2.7 | 9.9 | 3.0e-23 | -0.68 | 0.01 | 0.40 | FALSE |
43 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | GMCL1 | 0.03 | 0.03 | blup | 46 | 0.02 | 5.7e-03 | -8.6 | -6.5 | 5.8e-11 | 0.32 | 0.27 | 0.04 | FALSE |
44 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | ANXA4 | 0.10 | 0.10 | lasso | 5 | 0.12 | 1.8e-13 | -6.5 | 8.1 | 8.3e-16 | -0.43 | 1.00 | 0.00 | FALSE |
45 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | FAM136A | 0.04 | 0.03 | blup | 42 | 0.04 | 6.0e-05 | -6.9 | 6.4 | 1.6e-10 | -0.33 | 0.01 | 0.98 | FALSE |
46 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | SNRNP27 | 0.09 | 0.02 | blup | 31 | 0.05 | 4.4e-06 | 2.0 | 9.2 | 3.3e-20 | -0.65 | 0.50 | 0.48 | FALSE |
47 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | FAM136A | 0.07 | 0.03 | lasso | 3 | 0.04 | 1.6e-03 | -7.0 | 6.1 | 9.7e-10 | -0.29 | 0.01 | 0.87 | FALSE |
48 | The Cancer Genome Atlas | Lung Adenocarcinoma | C2orf42 | 0.04 | 0.01 | blup | 46 | 0.02 | 1.1e-03 | -8.2 | 5.3 | 1.3e-07 | -0.29 | 0.01 | 0.80 | FALSE |
49 | The Cancer Genome Atlas | Lung Adenocarcinoma | FAM136A | 0.04 | 0.03 | blup | 42 | 0.03 | 1.2e-04 | -4.8 | 5.6 | 2.1e-08 | -0.29 | 0.02 | 0.97 | FALSE |
50 | The Cancer Genome Atlas | Lung Adenocarcinoma | SNRNP27 | 0.06 | 0.06 | enet | 3 | 0.04 | 9.5e-06 | 2.8 | 7.1 | 1.5e-12 | -0.52 | 0.80 | 0.13 | FALSE |
51 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | SNRNP27 | 0.05 | 0.01 | enet | 3 | 0.03 | 1.7e-04 | -14.4 | 12.3 | 6.1e-35 | -0.88 | 0.00 | 0.98 | FALSE |
52 | The Cancer Genome Atlas | Prostate Adenocarcinoma | SNRNP27 | 0.09 | 0.01 | blup | 31 | 0.03 | 5.1e-04 | 2.7 | 11.4 | 5.7e-30 | -0.76 | 0.01 | 0.58 | FALSE |
53 | The Cancer Genome Atlas | Soft Tissue Sarcoma | C2orf42 | 0.12 | 0.03 | enet | 17 | 0.05 | 1.0e-03 | -4.9 | 5.9 | 4.0e-09 | -0.23 | 0.04 | 0.12 | FALSE |
54 | The Cancer Genome Atlas | Stomach Adenocarcinoma | FAM136A | 0.04 | 0.04 | lasso | 4 | 0.04 | 8.5e-04 | -6.9 | 6.5 | 6.0e-11 | -0.33 | 0.01 | 0.90 | FALSE |
55 | The Cancer Genome Atlas | Thyroid Carcinoma | FAM136A | 0.05 | 0.04 | lasso | 3 | 0.04 | 4.5e-05 | -5.0 | 6.0 | 1.7e-09 | -0.30 | 0.02 | 0.98 | FALSE |