Best TWAS P=7.42e-17 · Best GWAS P=8.15e-16 conditioned to 0.000339
# | 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 | CRIPAK | 0.31 | 0.15 | enet | 34 | 0.26 | 1.2e-31 | -4.6 | -6.5 | 6.3e-11 | 0.04 | 1.00 | 0.00 | FALSE |
2 | GTEx | Adipose Subcutaneous | CRIPAK | 0.42 | 0.11 | enet | 42 | 0.34 | 9.0e-29 | -4.6 | -6.0 | 2.2e-09 | 0.04 | 1.00 | 0.00 | FALSE |
3 | GTEx | Adipose Visceral Omentum | UVSSA | 0.46 | 0.05 | lasso | 11 | 0.24 | 1.1e-12 | -5.3 | -6.0 | 2.7e-09 | 0.01 | 0.84 | 0.06 | FALSE |
4 | GTEx | Adipose Visceral Omentum | CRIPAK | 0.47 | 0.24 | lasso | 12 | 0.31 | 1.3e-16 | -4.8 | -6.4 | 1.9e-10 | 0.02 | 1.00 | 0.00 | FALSE |
5 | GTEx | Artery Aorta | UVSSA | 0.33 | 0.06 | enet | 30 | 0.28 | 7.2e-16 | -5.3 | -6.0 | 1.5e-09 | 0.01 | 0.29 | 0.70 | FALSE |
6 | GTEx | Artery Aorta | CRIPAK | 0.31 | 0.20 | enet | 34 | 0.30 | 2.8e-17 | -4.8 | -5.9 | 2.9e-09 | 0.01 | 1.00 | 0.00 | FALSE |
7 | GTEx | Artery Tibial | CRIPAK | 0.42 | 0.09 | enet | 50 | 0.34 | 1.3e-27 | 1.8 | -5.4 | 6.5e-08 | 0.02 | 1.00 | 0.00 | FALSE |
8 | GTEx | Brain Caudate basal ganglia | CRIPAK | 0.27 | 0.00 | lasso | 2 | 0.02 | 9.3e-02 | -5.3 | -5.9 | 3.2e-09 | 0.01 | 0.06 | 0.06 | FALSE |
9 | GTEx | Brain Cerebellum | CRIPAK | 0.37 | 0.09 | enet | 24 | 0.31 | 8.8e-10 | -4.6 | -6.2 | 4.0e-10 | -0.01 | 0.39 | 0.07 | FALSE |
10 | GTEx | Brain Cortex | TACC3 | 0.26 | 0.13 | lasso | 4 | 0.17 | 1.7e-05 | -6.6 | 6.1 | 1.1e-09 | 0.52 | 0.26 | 0.26 | FALSE |
11 | GTEx | Brain Cortex | CRIPAK | 0.34 | 0.10 | lasso | 6 | 0.18 | 9.5e-06 | -4.8 | -7.2 | 5.8e-13 | 0.03 | 0.18 | 0.12 | FALSE |
12 | GTEx | Brain Hippocampus | CRIPAK | 0.48 | 0.22 | lasso | 4 | 0.23 | 4.0e-06 | -4.9 | -7.4 | 1.4e-13 | 0.00 | 0.18 | 0.15 | FALSE |
13 | GTEx | Brain Hypothalamus | CRIPAK | 0.22 | 0.00 | lasso | 5 | 0.01 | 2.1e-01 | -5.3 | -6.1 | 8.1e-10 | 0.02 | 0.06 | 0.08 | FALSE |
14 | GTEx | Brain Nucleus accumbens basal ganglia | UVSSA | 0.24 | 0.00 | enet | 33 | 0.04 | 2.8e-02 | 0.7 | -5.6 | 2.1e-08 | -0.10 | 0.07 | 0.06 | FALSE |
15 | GTEx | Brain Nucleus accumbens basal ganglia | CRIPAK | 0.34 | 0.13 | lasso | 6 | 0.25 | 2.7e-07 | -4.8 | -6.2 | 5.7e-10 | 0.05 | 0.20 | 0.05 | FALSE |
16 | GTEx | Brain Putamen basal ganglia | CRIPAK | 0.30 | 0.00 | enet | 25 | 0.10 | 1.9e-03 | -4.1 | -6.3 | 2.4e-10 | 0.11 | 0.06 | 0.11 | FALSE |
17 | GTEx | Breast Mammary Tissue | CRIPAK | 0.42 | 0.12 | enet | 35 | 0.39 | 5.2e-21 | -4.8 | -6.1 | 1.3e-09 | 0.02 | 1.00 | 0.00 | FALSE |
18 | GTEx | Breast Mammary Tissue (Female) | CRIPAK | 0.32 | 0.17 | enet | 29 | 0.26 | 2.7e-08 | -4.6 | -7.2 | 8.9e-13 | 0.01 | 0.53 | 0.03 | FALSE |
19 | GTEx | Cells EBV-transformed lymphocytes | CRIPAK | 0.49 | 0.27 | lasso | 8 | 0.35 | 2.9e-12 | -4.8 | -6.1 | 1.0e-09 | 0.05 | 0.84 | 0.01 | FALSE |
20 | GTEx | Colon Sigmoid | CRIPAK | 0.40 | 0.21 | lasso | 7 | 0.30 | 4.7e-11 | -5.5 | -5.9 | 4.4e-09 | 0.06 | 0.72 | 0.02 | FALSE |
21 | GTEx | Colon Transverse | TMEM129 | 0.23 | 0.05 | lasso | 4 | 0.03 | 1.8e-02 | -6.6 | 6.8 | 9.7e-12 | 0.51 | 0.09 | 0.09 | FALSE |
22 | GTEx | Colon Transverse | CRIPAK | 0.33 | 0.10 | enet | 22 | 0.24 | 5.8e-12 | -4.9 | -6.1 | 1.4e-09 | 0.03 | 0.97 | 0.00 | FALSE |
23 | GTEx | Colon Transverse | RP11-20I20.4 | 0.17 | 0.05 | lasso | 3 | 0.05 | 2.3e-03 | -5.5 | -5.8 | 6.3e-09 | 0.01 | 0.43 | 0.02 | FALSE |
24 | GTEx | Esophagus Gastroesophageal Junction | UVSSA | 0.30 | 0.00 | enet | 23 | 0.08 | 1.1e-03 | -4.8 | -5.5 | 4.1e-08 | 0.09 | 0.28 | 0.04 | FALSE |
25 | GTEx | Esophagus Gastroesophageal Junction | CRIPAK | 0.33 | 0.20 | lasso | 5 | 0.30 | 1.4e-11 | -4.8 | -5.8 | 4.9e-09 | 0.02 | 0.99 | 0.00 | FALSE |
26 | GTEx | Esophagus Mucosa | CRIPAK | 0.49 | 0.14 | enet | 28 | 0.40 | 6.8e-29 | -4.8 | -6.1 | 1.2e-09 | 0.00 | 0.99 | 0.01 | FALSE |
27 | GTEx | Esophagus Muscularis | UVSSA | 0.35 | 0.03 | enet | 33 | 0.16 | 3.5e-10 | -4.8 | -5.4 | 7.9e-08 | 0.03 | 0.93 | 0.01 | FALSE |
28 | GTEx | Esophagus Muscularis | CRIPAK | 0.38 | 0.14 | enet | 34 | 0.30 | 2.6e-18 | -4.8 | -5.9 | 4.7e-09 | 0.05 | 1.00 | 0.00 | FALSE |
29 | GTEx | Heart Atrial Appendage | CRIPAK | 0.31 | 0.26 | enet | 23 | 0.33 | 2.1e-15 | -4.8 | -6.1 | 1.1e-09 | 0.03 | 1.00 | 0.00 | FALSE |
30 | GTEx | Lung | CRIPAK | 0.61 | 0.22 | enet | 46 | 0.41 | 1.1e-33 | -4.8 | -7.5 | 4.4e-14 | 0.02 | 1.00 | 0.00 | FALSE |
31 | GTEx | Lung | RP11-20I20.4 | 0.07 | 0.00 | lasso | 3 | 0.01 | 6.0e-02 | -5.5 | -6.2 | 7.8e-10 | 0.03 | 0.14 | 0.03 | FALSE |
32 | GTEx | Muscle Skeletal | FGFRL1 | 0.14 | 0.08 | lasso | 4 | 0.06 | 3.7e-06 | -7.6 | 7.0 | 1.9e-12 | 0.01 | 0.00 | 1.00 | TRUE |
33 | GTEx | Muscle Skeletal | CRIPAK | 0.25 | 0.11 | enet | 32 | 0.18 | 7.6e-18 | -4.8 | -6.5 | 7.8e-11 | 0.03 | 1.00 | 0.00 | FALSE |
34 | GTEx | Nerve Tibial | CRIPAK | 0.50 | 0.11 | enet | 76 | 0.38 | 1.1e-28 | -4.9 | -7.4 | 1.1e-13 | -0.08 | 1.00 | 0.00 | FALSE |
35 | GTEx | Ovary | UVSSA | 0.33 | 0.10 | enet | 12 | 0.32 | 1.5e-08 | -5.3 | -5.8 | 9.0e-09 | 0.02 | 0.11 | 0.07 | FALSE |
36 | GTEx | Ovary | CRIPAK | 0.43 | 0.27 | enet | 19 | 0.32 | 9.0e-09 | -4.8 | -6.6 | 4.5e-11 | 0.03 | 0.46 | 0.06 | FALSE |
37 | GTEx | Pancreas | TMEM129 | 0.20 | 0.19 | lasso | 3 | 0.14 | 1.5e-06 | -6.6 | 6.2 | 5.9e-10 | 0.58 | 0.88 | 0.03 | FALSE |
38 | GTEx | Pancreas | CRIPAK | 0.34 | 0.13 | lasso | 6 | 0.27 | 1.0e-11 | -4.9 | -6.7 | 2.9e-11 | 0.01 | 0.84 | 0.01 | FALSE |
39 | GTEx | Skin Not Sun Exposed Suprapubic | CRIPAK | 0.39 | 0.14 | lasso | 13 | 0.34 | 1.5e-19 | -4.8 | -5.4 | 6.5e-08 | 0.01 | 0.90 | 0.08 | FALSE |
40 | GTEx | Skin Sun Exposed Lower leg | CRIPAK | 0.36 | 0.09 | enet | 40 | 0.35 | 8.7e-30 | -4.6 | -5.6 | 2.0e-08 | 0.03 | 1.00 | 0.00 | FALSE |
41 | GTEx | Spleen | AC016773.1 | 0.42 | 0.21 | lasso | 7 | 0.16 | 8.6e-05 | -6.7 | 5.2 | 1.7e-07 | 0.50 | 0.11 | 0.13 | FALSE |
42 | GTEx | Stomach | CRIPAK | 0.43 | 0.22 | enet | 46 | 0.35 | 1.4e-17 | -4.8 | -5.2 | 2.2e-07 | 0.06 | 1.00 | 0.00 | FALSE |
43 | GTEx | Thyroid | TMEM129 | 0.44 | 0.31 | lasso | 7 | 0.34 | 1.2e-26 | -3.9 | 5.6 | 2.5e-08 | 0.46 | 1.00 | 0.00 | FALSE |
44 | GTEx | Thyroid | AC016773.1 | 0.11 | 0.07 | enet | 7 | 0.06 | 3.9e-05 | -6.7 | 6.3 | 3.8e-10 | 0.52 | 0.67 | 0.04 | FALSE |
45 | GTEx | Uterus | CRIPAK | 0.52 | 0.34 | lasso | 3 | 0.33 | 1.7e-07 | -5.3 | -5.7 | 1.1e-08 | 0.01 | 0.23 | 0.06 | FALSE |
46 | GTEx | Whole Blood | TACC3 | 0.11 | 0.05 | enet | 7 | 0.06 | 2.8e-06 | -4.0 | 6.1 | 1.4e-09 | 0.59 | 0.93 | 0.03 | FALSE |
47 | GTEx | Whole Blood | CRIPAK | 0.38 | 0.17 | lasso | 9 | 0.28 | 3.4e-26 | -4.9 | -6.6 | 3.8e-11 | 0.02 | 1.00 | 0.00 | FALSE |
48 | GTEx | Whole Blood | AC016773.1 | 0.27 | 0.21 | enet | 8 | 0.22 | 1.2e-19 | -6.6 | 6.2 | 4.5e-10 | 0.53 | 0.98 | 0.02 | FALSE |
49 | METSIM | Adipose | CRIPAK | 0.28 | 0.16 | bslmm | 335 | 0.25 | 2.7e-37 | -4.6 | -7.5 | 7.3e-14 | -0.01 | 1.00 | 0.00 | FALSE |
50 | METSIM | Adipose | TMEM129 | 0.11 | 0.09 | lasso | 8 | 0.09 | 3.3e-13 | -6.6 | 6.2 | 5.3e-10 | 0.57 | 0.99 | 0.01 | FALSE |
51 | METSIM | Adipose | UVSSA | 0.26 | 0.04 | bslmm | 366 | 0.12 | 9.0e-18 | 1.5 | -6.5 | 6.8e-11 | 0.02 | 0.97 | 0.03 | FALSE |
52 | NTR | Blood | CRIPAK | 0.13 | 0.09 | enet | 31 | 0.15 | 1.5e-46 | -4.3 | -8.3 | 7.4e-17 | 0.00 | 1.00 | 0.00 | TRUE |
53 | NTR | Blood | KIAA1530 | 0.19 | 0.04 | blup | 345 | 0.10 | 9.1e-32 | -5.3 | -7.6 | 2.8e-14 | 0.08 | 1.00 | 0.00 | FALSE |
54 | NTR | Blood | SLBP | 0.04 | 0.02 | lasso | 5 | 0.02 | 2.8e-08 | -6.7 | 7.5 | 8.9e-14 | 0.82 | 0.03 | 0.97 | FALSE |
55 | NTR | Blood | TACC3 | 0.05 | 0.03 | lasso | 9 | 0.04 | 2.7e-13 | -6.6 | 7.7 | 1.1e-14 | 0.71 | 0.49 | 0.51 | TRUE |
56 | ROSMAP | Brain Pre-frontal Cortex | UVSSA | 0.31 | 0.05 | blup | 350 | 0.23 | 7.1e-29 | 1.5 | -5.7 | 1.6e-08 | -0.05 | 0.68 | 0.32 | FALSE |
57 | ROSMAP | Brain Pre-frontal Cortex | CRIPAK | 0.31 | 0.23 | lasso | 12 | 0.40 | 6.4e-55 | -4.6 | -5.8 | 8.3e-09 | 0.01 | 1.00 | 0.00 | FALSE |
58 | ROSMAP | Brain Pre-frontal Cortex | AC016773.1 | 0.12 | 0.06 | lasso | 3 | 0.10 | 3.0e-12 | -6.7 | 6.2 | 7.2e-10 | 0.52 | 0.99 | 0.01 | FALSE |
59 | YFS | Blood | CRIPAK | 0.35 | 0.27 | bslmm | 301 | 0.33 | 6.0e-112 | -4.9 | -6.9 | 5.1e-12 | -0.03 | 1.00 | 0.00 | FALSE |
60 | YFS | Blood | SLBP | 0.10 | 0.12 | lasso | 3 | 0.12 | 1.2e-35 | -6.6 | 6.5 | 6.3e-11 | 0.60 | 0.98 | 0.02 | FALSE |
61 | The Cancer Genome Atlas | Bladder Urothelial Carcinoma | CRIPAK | 0.11 | 0.07 | lasso | 4 | 0.05 | 2.0e-05 | -4.9 | -5.2 | 1.6e-07 | 0.00 | 0.00 | 0.99 | FALSE |
62 | The Cancer Genome Atlas | Breast Invasive Carcinoma | CRIPAK | 0.22 | 0.11 | blup | 28 | 0.14 | 5.6e-28 | -4.9 | -6.6 | 3.2e-11 | 0.01 | 0.00 | 0.99 | FALSE |
63 | The Cancer Genome Atlas | Breast Invasive Carcinoma | KIAA1530 | 0.13 | 0.01 | blup | 48 | 0.03 | 4.9e-07 | -4.6 | -5.9 | 3.5e-09 | -0.05 | 0.00 | 0.98 | FALSE |
64 | The Cancer Genome Atlas | Colon Adenocarcinoma | CRIPAK | 0.38 | 0.16 | blup | 28 | 0.21 | 2.8e-12 | -4.9 | -5.9 | 3.7e-09 | 0.01 | 0.00 | 0.99 | FALSE |
65 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | CRIPAK | 0.28 | 0.16 | blup | 28 | 0.19 | 3.2e-21 | -4.9 | -6.2 | 4.0e-10 | 0.03 | 0.00 | 0.99 | FALSE |
66 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | CRIPAK | 0.21 | 0.10 | enet | 9 | 0.15 | 1.3e-16 | -4.9 | -5.8 | 7.0e-09 | 0.00 | 0.00 | 0.99 | FALSE |
67 | The Cancer Genome Atlas | Brain Lower Grade Glioma | CRIPAK | 0.31 | 0.11 | enet | 10 | 0.18 | 1.5e-19 | -4.9 | -6.0 | 1.8e-09 | -0.03 | 0.00 | 0.99 | FALSE |
68 | The Cancer Genome Atlas | Liver Hepatocellular Carcinoma | CRIPAK | 0.13 | 0.06 | blup | 29 | 0.08 | 1.2e-04 | -4.9 | -5.4 | 7.1e-08 | 0.01 | 0.00 | 0.89 | FALSE |
69 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | CRIPAK | 0.14 | 0.05 | lasso | 4 | 0.07 | 6.1e-08 | -4.9 | -5.2 | 1.7e-07 | 0.01 | 0.00 | 0.99 | FALSE |
70 | The Cancer Genome Atlas | Pheochromocytoma and Paraganglioma | CRIPAK | 0.41 | 0.10 | lasso | 4 | 0.08 | 5.2e-04 | -4.9 | -5.5 | 4.6e-08 | 0.02 | 0.00 | 0.91 | FALSE |
71 | The Cancer Genome Atlas | Pheochromocytoma and Paraganglioma | TACC3 | 0.09 | 0.08 | enet | 7 | 0.11 | 2.7e-05 | -6.6 | 6.2 | 7.7e-10 | 0.52 | 0.13 | 0.21 | FALSE |
72 | The Cancer Genome Atlas | Prostate Adenocarcinoma | CRIPAK | 0.27 | 0.17 | enet | 4 | 0.18 | 2.7e-18 | -4.9 | -5.2 | 2.3e-07 | 0.00 | 0.00 | 0.99 | FALSE |
73 | The Cancer Genome Atlas | Rectum Adenocarcinoma | CRIPAK | 0.37 | 0.07 | lasso | 2 | 0.12 | 1.2e-03 | -4.9 | -5.7 | 1.2e-08 | 0.03 | 0.00 | 0.55 | FALSE |
74 | The Cancer Genome Atlas | Soft Tissue Sarcoma | CRIPAK | 0.20 | 0.10 | lasso | 5 | 0.15 | 2.2e-09 | -4.8 | -5.4 | 8.2e-08 | 0.07 | 0.00 | 0.98 | FALSE |
75 | The Cancer Genome Atlas | Thyroid Carcinoma | CRIPAK | 0.38 | 0.22 | enet | 12 | 0.25 | 5.4e-24 | -4.9 | -6.3 | 3.3e-10 | 0.01 | 0.00 | 0.99 | FALSE |
76 | The Cancer Genome Atlas | Thyroid Carcinoma | FAM53A | 0.05 | 0.03 | blup | 56 | 0.04 | 1.8e-04 | 3.9 | 5.4 | 6.2e-08 | 0.79 | 0.01 | 0.95 | FALSE |
77 | The Cancer Genome Atlas | Thyroid Carcinoma | TMEM129 | 0.20 | 0.21 | lasso | 5 | 0.24 | 3.5e-23 | -3.8 | 5.9 | 3.5e-09 | 0.49 | 1.00 | 0.00 | FALSE |