Best TWAS P=3.28e-90 · Best GWAS P=0 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 | RUVBL1 | 0.04 | 0.00 | bslmm | 434 | 0.03 | 3.6e-04 | -0.41 | -6.5 | 8.3e-11 | 0.05 | 0.10 | 0.03 | TRUE |
2 | GTEx | Adipose Subcutaneous | EFCC1 | 0.12 | 0.03 | lasso | 3 | 0.03 | 2.6e-03 | -6.28 | 6.3 | 3.5e-10 | -0.06 | 0.34 | 0.04 | TRUE |
3 | GTEx | Adipose Subcutaneous | RPN1 | 0.14 | 0.04 | enet | 19 | 0.06 | 1.9e-05 | -9.03 | -10.2 | 1.7e-24 | 0.37 | 0.91 | 0.02 | FALSE |
4 | GTEx | Adipose Subcutaneous | RP11-723O4.2 | 0.08 | 0.08 | enet | 6 | 0.08 | 3.6e-07 | 5.62 | 6.6 | 5.4e-11 | -0.08 | 0.99 | 0.00 | FALSE |
5 | GTEx | Adipose Subcutaneous | RP11-723O4.9 | 0.06 | 0.06 | lasso | 2 | 0.05 | 7.4e-05 | 5.86 | 5.9 | 4.7e-09 | -0.07 | 0.82 | 0.01 | FALSE |
6 | GTEx | Adipose Visceral Omentum | ACAD9 | 0.16 | 0.01 | lasso | 7 | 0.01 | 1.6e-01 | 6.55 | -7.8 | 5.3e-15 | 0.07 | 0.21 | 0.04 | FALSE |
7 | GTEx | Adipose Visceral Omentum | RP11-723O4.2 | 0.12 | 0.11 | lasso | 4 | 0.11 | 3.0e-06 | 5.62 | 5.7 | 1.3e-08 | -0.05 | 0.57 | 0.02 | FALSE |
8 | GTEx | Adrenal Gland | ACAD9 | 0.29 | 0.05 | lasso | 9 | 0.06 | 2.8e-03 | -0.30 | -7.9 | 3.1e-15 | 0.18 | 0.65 | 0.09 | FALSE |
9 | GTEx | Adrenal Gland | RP11-723O4.2 | 0.27 | 0.23 | lasso | 8 | 0.21 | 6.0e-08 | 5.62 | 5.6 | 2.4e-08 | -0.06 | 0.99 | 0.00 | FALSE |
10 | GTEx | Artery Aorta | RAB7A | 0.13 | 0.00 | enet | 21 | 0.08 | 5.6e-05 | -15.47 | 16.2 | 3.1e-59 | -0.34 | 0.08 | 0.12 | TRUE |
11 | GTEx | Artery Aorta | RPN1 | 0.17 | 0.06 | enet | 27 | 0.07 | 9.7e-05 | -9.69 | 7.0 | 3.3e-12 | 0.04 | 0.69 | 0.01 | TRUE |
12 | GTEx | Artery Coronary | RPN1 | 0.15 | 0.05 | lasso | 5 | 0.03 | 3.0e-02 | -9.86 | -9.4 | 4.4e-21 | 0.32 | 0.13 | 0.04 | FALSE |
13 | GTEx | Artery Tibial | RPN1 | 0.12 | 0.07 | lasso | 4 | 0.05 | 1.3e-04 | -9.85 | -8.1 | 8.1e-16 | 0.29 | 0.96 | 0.00 | FALSE |
14 | GTEx | Artery Tibial | RP11-723O4.2 | 0.15 | 0.10 | lasso | 2 | 0.09 | 1.4e-07 | 5.63 | 5.6 | 1.8e-08 | -0.06 | 0.98 | 0.00 | FALSE |
15 | GTEx | Brain Cerebellar Hemisphere | RPL32P3 | 0.42 | 0.01 | enet | 11 | -0.01 | 4.8e-01 | -0.66 | 7.1 | 1.3e-12 | -0.10 | 0.04 | 0.35 | TRUE |
16 | GTEx | Brain Cerebellum | RP11-723O4.2 | 0.18 | 0.02 | lasso | 4 | 0.04 | 3.0e-02 | 5.62 | 6.0 | 2.0e-09 | -0.07 | 0.12 | 0.06 | FALSE |
17 | GTEx | Brain Cerebellum | RP11-723O4.9 | 0.27 | 0.24 | lasso | 3 | 0.22 | 2.9e-07 | 5.62 | 5.7 | 1.5e-08 | -0.05 | 0.68 | 0.02 | FALSE |
18 | GTEx | Brain Cortex | RPN1 | 0.30 | 0.14 | lasso | 5 | 0.15 | 7.0e-05 | 17.52 | 15.0 | 5.9e-51 | -0.16 | 0.18 | 0.05 | FALSE |
19 | GTEx | Brain Hippocampus | RP11-723O4.9 | 0.24 | 0.11 | enet | 15 | 0.08 | 5.1e-03 | 5.62 | 5.7 | 1.1e-08 | -0.06 | 0.24 | 0.04 | FALSE |
20 | GTEx | Breast Mammary Tissue (Female) | RP11-723O4.2 | 0.27 | 0.25 | lasso | 3 | 0.26 | 1.9e-08 | 5.62 | 5.8 | 8.6e-09 | -0.05 | 0.92 | 0.00 | FALSE |
21 | GTEx | Breast Mammary Tissue (Female) | RP11-723O4.9 | 0.32 | 0.24 | lasso | 5 | 0.22 | 4.4e-07 | 5.86 | 5.7 | 1.2e-08 | -0.06 | 0.68 | 0.02 | FALSE |
22 | GTEx | Cells EBV-transformed lymphocytes | RP11-723O4.9 | 0.24 | 0.25 | lasso | 1 | 0.20 | 5.0e-07 | 5.28 | 5.3 | 1.3e-07 | -0.04 | 0.78 | 0.02 | TRUE |
23 | GTEx | Cells Transformed fibroblasts | ACAD9 | 0.32 | 0.03 | enet | 26 | 0.10 | 2.8e-08 | -0.15 | -10.4 | 1.8e-25 | 0.18 | 1.00 | 0.00 | FALSE |
24 | GTEx | Cells Transformed fibroblasts | RP11-723O4.2 | 0.16 | 0.16 | lasso | 7 | 0.16 | 9.3e-12 | 5.62 | 5.4 | 7.5e-08 | -0.07 | 1.00 | 0.00 | FALSE |
25 | GTEx | Cells Transformed fibroblasts | RP11-723O4.9 | 0.13 | 0.12 | lasso | 6 | 0.12 | 4.1e-09 | 5.62 | 5.8 | 8.9e-09 | -0.06 | 1.00 | 0.00 | FALSE |
26 | GTEx | Colon Sigmoid | RP11-723O4.2 | 0.24 | 0.11 | lasso | 8 | 0.09 | 5.2e-04 | 5.62 | 6.0 | 1.8e-09 | -0.07 | 0.84 | 0.01 | TRUE |
27 | GTEx | Colon Sigmoid | RP11-723O4.9 | 0.20 | 0.10 | lasso | 4 | 0.08 | 7.9e-04 | 5.62 | 6.9 | 7.2e-12 | -0.01 | 0.32 | 0.03 | FALSE |
28 | GTEx | Colon Transverse | ACAD9 | 0.47 | 0.20 | enet | 24 | 0.29 | 5.2e-14 | 0.17 | -5.2 | 2.4e-07 | 0.09 | 1.00 | 0.00 | FALSE |
29 | GTEx | Colon Transverse | RP11-723O4.9 | 0.40 | 0.18 | lasso | 14 | 0.15 | 8.6e-08 | 5.61 | 7.9 | 2.8e-15 | -0.08 | 0.99 | 0.00 | FALSE |
30 | GTEx | Esophagus Gastroesophageal Junction | RPN1 | 0.13 | 0.10 | lasso | 3 | 0.08 | 9.9e-04 | -9.84 | -10.1 | 3.4e-24 | 0.34 | 0.39 | 0.04 | FALSE |
31 | GTEx | Esophagus Gastroesophageal Junction | RP11-723O4.2 | 0.12 | 0.10 | enet | 9 | 0.07 | 1.5e-03 | 5.86 | 6.0 | 2.6e-09 | -0.07 | 0.64 | 0.03 | FALSE |
32 | GTEx | Esophagus Mucosa | ACAD9 | 0.17 | 0.02 | lasso | 6 | 0.03 | 2.2e-03 | -0.15 | -11.1 | 1.9e-28 | 0.20 | 0.52 | 0.02 | FALSE |
33 | GTEx | Esophagus Mucosa | RP11-723O4.2 | 0.37 | 0.35 | lasso | 7 | 0.36 | 1.0e-24 | 5.62 | 6.9 | 4.8e-12 | -0.10 | 1.00 | 0.00 | FALSE |
34 | GTEx | Esophagus Mucosa | RP11-723O4.9 | 0.15 | 0.16 | lasso | 7 | 0.14 | 8.6e-10 | 5.62 | 7.1 | 1.5e-12 | -0.10 | 1.00 | 0.00 | FALSE |
35 | GTEx | Esophagus Muscularis | RPN1 | 0.19 | 0.11 | lasso | 6 | 0.10 | 7.3e-07 | -9.84 | -11.0 | 4.0e-28 | 0.36 | 0.92 | 0.02 | TRUE |
36 | GTEx | Esophagus Muscularis | RP11-723O4.2 | 0.13 | 0.07 | lasso | 4 | 0.09 | 3.0e-06 | 5.61 | 6.0 | 2.0e-09 | -0.07 | 0.95 | 0.00 | FALSE |
37 | GTEx | Liver | RP11-723O4.2 | 0.29 | 0.22 | lasso | 4 | 0.18 | 1.3e-05 | 5.63 | 5.8 | 8.2e-09 | -0.06 | 0.60 | 0.02 | FALSE |
38 | GTEx | Liver | RP11-723O4.9 | 0.42 | 0.25 | lasso | 14 | 0.13 | 1.8e-04 | 5.62 | 6.1 | 8.3e-10 | -0.06 | 0.74 | 0.02 | FALSE |
39 | GTEx | Lung | EEFSEC | 0.11 | 0.02 | enet | 41 | 0.06 | 2.3e-05 | 0.87 | 6.3 | 3.0e-10 | -0.27 | 0.40 | 0.02 | FALSE |
40 | GTEx | Lung | RPN1 | 0.08 | 0.06 | lasso | 4 | 0.04 | 2.6e-04 | -9.03 | -9.6 | 8.1e-22 | 0.32 | 0.56 | 0.02 | FALSE |
41 | GTEx | Lung | RP11-723O4.2 | 0.21 | 0.17 | lasso | 4 | 0.17 | 8.7e-13 | 5.62 | 5.8 | 5.4e-09 | -0.06 | 1.00 | 0.00 | FALSE |
42 | GTEx | Muscle Skeletal | EEFSEC | 0.05 | 0.01 | lasso | 5 | 0.02 | 4.3e-03 | -7.15 | 6.0 | 2.3e-09 | -0.14 | 0.71 | 0.01 | FALSE |
43 | GTEx | Nerve Tibial | RAB7A | 0.18 | 0.09 | enet | 31 | 0.13 | 1.2e-09 | 3.34 | 7.1 | 1.8e-12 | -0.25 | 0.51 | 0.07 | FALSE |
44 | GTEx | Pancreas | RP11-723O4.2 | 0.17 | 0.20 | lasso | 1 | 0.19 | 1.4e-08 | 5.63 | 5.6 | 1.8e-08 | -0.06 | 0.95 | 0.00 | FALSE |
45 | GTEx | Pancreas | RP11-723O4.9 | 0.18 | 0.23 | lasso | 1 | 0.22 | 1.2e-09 | 5.63 | 5.6 | 1.8e-08 | -0.06 | 0.99 | 0.00 | FALSE |
46 | GTEx | Pituitary | RP11-723O4.2 | 0.48 | 0.35 | lasso | 4 | 0.32 | 6.9e-09 | 5.62 | 6.0 | 1.5e-09 | -0.06 | 0.97 | 0.00 | FALSE |
47 | GTEx | Pituitary | RP11-723O4.9 | 0.45 | 0.45 | lasso | 6 | 0.41 | 2.3e-11 | 5.63 | 5.2 | 1.7e-07 | -0.05 | 0.99 | 0.00 | FALSE |
48 | GTEx | Prostate | RP11-723O4.2 | 0.43 | 0.28 | enet | 19 | 0.31 | 1.2e-08 | 5.61 | 5.3 | 1.1e-07 | -0.10 | 0.92 | 0.00 | FALSE |
49 | GTEx | Skin Not Sun Exposed Suprapubic | ACAD9 | 0.43 | -0.01 | enet | 22 | 0.01 | 7.7e-02 | 0.13 | -10.9 | 7.4e-28 | 0.13 | 0.13 | 0.04 | TRUE |
50 | GTEx | Skin Not Sun Exposed Suprapubic | RP11-723O4.2 | 0.22 | 0.25 | lasso | 5 | 0.25 | 6.6e-14 | 5.86 | 6.0 | 1.7e-09 | -0.07 | 1.00 | 0.00 | FALSE |
51 | GTEx | Skin Not Sun Exposed Suprapubic | RP11-723O4.9 | 0.13 | 0.16 | enet | 10 | 0.17 | 1.3e-09 | 5.62 | 6.0 | 2.4e-09 | -0.07 | 1.00 | 0.00 | FALSE |
52 | GTEx | Skin Sun Exposed Lower leg | RP11-723O4.2 | 0.21 | 0.26 | lasso | 3 | 0.26 | 2.8e-21 | 5.62 | 5.8 | 5.4e-09 | -0.07 | 1.00 | 0.00 | FALSE |
53 | GTEx | Skin Sun Exposed Lower leg | RPL32P3 | 0.18 | 0.01 | enet | 13 | 0.04 | 3.0e-04 | -3.77 | 5.8 | 8.1e-09 | -0.03 | 0.33 | 0.07 | TRUE |
54 | GTEx | Skin Sun Exposed Lower leg | RP11-723O4.9 | 0.19 | 0.20 | lasso | 2 | 0.20 | 4.5e-16 | 5.63 | 5.8 | 6.6e-09 | -0.06 | 1.00 | 0.00 | FALSE |
55 | GTEx | Spleen | RP11-723O4.2 | 0.27 | 0.18 | lasso | 5 | 0.18 | 2.8e-05 | 5.61 | 7.6 | 3.0e-14 | -0.09 | 0.24 | 0.05 | TRUE |
56 | GTEx | Spleen | RP11-723O4.9 | 0.34 | 0.23 | lasso | 4 | 0.21 | 4.1e-06 | 5.61 | 5.6 | 2.0e-08 | -0.06 | 0.39 | 0.04 | FALSE |
57 | GTEx | Stomach | RP11-723O4.2 | 0.23 | 0.19 | lasso | 6 | 0.24 | 1.0e-11 | 5.63 | 6.0 | 2.1e-09 | -0.07 | 1.00 | 0.00 | FALSE |
58 | GTEx | Stomach | RP11-723O4.9 | 0.32 | 0.22 | lasso | 11 | 0.20 | 1.1e-09 | 5.61 | 7.0 | 2.8e-12 | -0.09 | 1.00 | 0.00 | FALSE |
59 | GTEx | Testis | RP11-723O4.2 | 0.44 | 0.33 | lasso | 5 | 0.31 | 3.3e-14 | 5.61 | 8.0 | 1.1e-15 | -0.13 | 1.00 | 0.00 | FALSE |
60 | GTEx | Thyroid | RPN1 | 0.16 | 0.04 | lasso | 3 | 0.08 | 1.0e-06 | -9.69 | -8.4 | 4.8e-17 | 0.31 | 0.99 | 0.00 | TRUE |
61 | GTEx | Thyroid | ACAD9 | 0.65 | 0.18 | enet | 15 | 0.35 | 1.0e-27 | -0.15 | -6.9 | 4.2e-12 | 0.12 | 1.00 | 0.00 | FALSE |
62 | GTEx | Thyroid | RP11-723O4.2 | 0.30 | 0.27 | lasso | 3 | 0.27 | 1.3e-20 | 5.61 | 5.4 | 6.4e-08 | -0.06 | 1.00 | 0.00 | FALSE |
63 | GTEx | Vagina | RP11-723O4.2 | 0.39 | 0.27 | lasso | 10 | 0.18 | 5.0e-05 | 5.63 | 5.7 | 1.2e-08 | -0.06 | 0.32 | 0.06 | FALSE |
64 | GTEx | Vagina | RP11-723O4.9 | 0.30 | 0.12 | lasso | 9 | 0.20 | 3.0e-05 | 5.63 | 5.4 | 5.6e-08 | 0.01 | 0.17 | 0.07 | FALSE |
65 | GTEx | Whole Blood | RP11-723O4.2 | 0.07 | 0.07 | lasso | 2 | 0.06 | 1.8e-06 | 5.62 | 5.6 | 1.8e-08 | -0.06 | 0.99 | 0.00 | FALSE |
66 | GTEx | Whole Blood | RP11-723O4.9 | 0.07 | 0.06 | lasso | 1 | 0.06 | 4.8e-06 | 5.63 | 5.6 | 1.8e-08 | -0.06 | 0.98 | 0.00 | FALSE |
67 | METSIM | Adipose | RP11-723O4.9 | 0.10 | 0.07 | bslmm | 353 | 0.08 | 6.5e-12 | 5.62 | 7.3 | 3.8e-13 | -0.04 | 1.00 | 0.00 | FALSE |
68 | METSIM | Adipose | RPN1 | 0.07 | 0.05 | blup | 362 | 0.05 | 2.3e-08 | -4.18 | 10.2 | 3.3e-24 | -0.01 | 1.00 | 0.00 | FALSE |
69 | METSIM | Adipose | RUVBL1 | 0.04 | 0.00 | enet | 18 | 0.01 | 2.6e-03 | 1.92 | -10.6 | 2.8e-26 | 0.04 | 0.12 | 0.04 | FALSE |
70 | METSIM | Adipose | TPRA1 | 0.10 | 0.03 | lasso | 19 | 0.06 | 5.6e-10 | 5.00 | -5.2 | 2.0e-07 | 0.01 | 0.93 | 0.06 | TRUE |
71 | NTR | Blood | ACAD9 | 0.02 | 0.01 | bslmm | 322 | 0.01 | 2.5e-04 | -23.14 | -10.0 | 1.6e-23 | 0.23 | 0.55 | 0.14 | FALSE |
72 | NTR | Blood | RPN1 | 0.03 | 0.00 | bslmm | 335 | 0.01 | 8.5e-04 | -11.65 | -11.2 | 2.8e-29 | 0.24 | 0.04 | 0.06 | FALSE |
73 | The Cancer Genome Atlas | Bladder Urothelial Carcinoma | LOC90246 | 0.11 | 0.08 | blup | 48 | 0.09 | 6.5e-08 | 11.60 | -20.1 | 3.3e-90 | 0.24 | 0.74 | 0.23 | TRUE |
74 | The Cancer Genome Atlas | Breast Invasive Carcinoma | ACAD9 | 0.03 | 0.00 | blup | 51 | 0.01 | 4.5e-03 | 0.13 | -13.6 | 3.7e-42 | 0.25 | 0.01 | 0.78 | FALSE |
75 | The Cancer Genome Atlas | Breast Invasive Carcinoma | RAB43 | 0.02 | 0.02 | blup | 35 | 0.02 | 7.8e-05 | -6.66 | -7.5 | 4.4e-14 | 0.01 | 0.03 | 0.95 | FALSE |
76 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | CNBP | 0.02 | 0.02 | blup | 24 | 0.01 | 9.7e-03 | -6.53 | -7.3 | 2.7e-13 | 0.01 | 0.01 | 0.60 | FALSE |
77 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | TPRA1 | 0.02 | 0.01 | blup | 29 | 0.01 | 1.7e-02 | 4.99 | -5.4 | 7.6e-08 | -0.05 | 0.00 | 0.80 | FALSE |
78 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | LOC90246 | 0.09 | 0.09 | lasso | 4 | 0.10 | 4.1e-11 | 9.97 | -10.0 | 1.1e-23 | 0.14 | 1.00 | 0.00 | TRUE |
79 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | RAB43 | 0.02 | 0.02 | blup | 36 | 0.01 | 9.2e-03 | -6.73 | -6.6 | 3.6e-11 | 0.00 | 0.02 | 0.90 | FALSE |
80 | The Cancer Genome Atlas | Brain Lower Grade Glioma | KIAA1257 | 0.11 | 0.00 | blup | 60 | 0.03 | 2.9e-04 | 5.61 | 11.1 | 1.5e-28 | -0.18 | 0.03 | 0.57 | FALSE |
81 | The Cancer Genome Atlas | Brain Lower Grade Glioma | RPN1 | 0.06 | 0.04 | lasso | 4 | 0.04 | 1.7e-05 | -4.15 | 5.9 | 4.5e-09 | 0.20 | 0.76 | 0.02 | FALSE |
82 | The Cancer Genome Atlas | Liver Hepatocellular Carcinoma | RPN1 | 0.10 | 0.02 | blup | 59 | 0.02 | 3.6e-02 | -11.65 | -10.5 | 7.3e-26 | 0.28 | 0.09 | 0.06 | FALSE |
83 | The Cancer Genome Atlas | Pancreatic Adenocarcinoma | RAB43 | 0.05 | 0.00 | lasso | 4 | 0.06 | 1.5e-03 | -6.20 | -6.3 | 3.1e-10 | -0.01 | 0.03 | 0.33 | FALSE |
84 | The Cancer Genome Atlas | Prostate Adenocarcinoma | ACAD9 | 0.07 | 0.04 | blup | 46 | 0.03 | 8.6e-04 | 6.62 | -9.0 | 2.0e-19 | 0.10 | 0.34 | 0.10 | FALSE |
85 | The Cancer Genome Atlas | Prostate Adenocarcinoma | LOC90246 | 0.06 | 0.06 | enet | 8 | 0.05 | 1.1e-05 | 9.97 | -17.7 | 1.0e-69 | 0.27 | 0.88 | 0.09 | FALSE |
86 | The Cancer Genome Atlas | Prostate Adenocarcinoma | RAB43 | 0.05 | 0.08 | enet | 8 | 0.07 | 8.2e-08 | -6.71 | -7.2 | 6.4e-13 | 0.01 | 0.02 | 0.98 | TRUE |
87 | The Cancer Genome Atlas | Thyroid Carcinoma | ACAD9 | 0.19 | 0.02 | blup | 51 | 0.09 | 4.2e-09 | 0.13 | -5.9 | 4.6e-09 | 0.03 | 0.27 | 0.10 | FALSE |
88 | The Cancer Genome Atlas | Thyroid Carcinoma | LOC90246 | 0.08 | 0.04 | lasso | 3 | 0.04 | 5.8e-05 | 11.60 | -10.7 | 1.3e-26 | 0.17 | 0.31 | 0.07 | FALSE |