Best TWAS P=2.86e-11 · Best GWAS P=5.17e-10 conditioned to 0.818
# | 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 | CDK2AP1 | 0.20 | 0.18 | lasso | 11 | 0.19 | 1.0e-15 | 5.9 | -5.3 | 9.2e-08 | -0.92 | 0.04 | 0.96 | FALSE |
2 | GTEx | Adipose Subcutaneous | RP11-282O18.3 | 0.15 | 0.14 | lasso | 7 | 0.15 | 2.0e-12 | 5.4 | -5.7 | 1.2e-08 | -0.92 | 0.04 | 0.96 | FALSE |
3 | GTEx | Adipose Visceral Omentum | MPHOSPH9 | 0.07 | 0.02 | lasso | 4 | 0.00 | 3.5e-01 | 5.8 | 5.4 | 8.3e-08 | 0.90 | 0.04 | 0.72 | FALSE |
4 | GTEx | Adipose Visceral Omentum | CDK2AP1 | 0.14 | 0.14 | lasso | 4 | 0.11 | 2.7e-06 | 5.8 | -5.3 | 1.0e-07 | -0.91 | 0.03 | 0.97 | FALSE |
5 | GTEx | Adipose Visceral Omentum | ARL6IP4 | 0.08 | 0.02 | lasso | 5 | 0.06 | 3.7e-04 | -3.0 | -5.2 | 1.7e-07 | -0.79 | 0.05 | 0.80 | FALSE |
6 | GTEx | Adipose Visceral Omentum | RP11-282O18.3 | 0.14 | 0.11 | enet | 12 | 0.10 | 6.7e-06 | 5.8 | -5.5 | 4.3e-08 | -0.93 | 0.03 | 0.97 | FALSE |
7 | GTEx | Artery Aorta | MPHOSPH9 | 0.08 | 0.01 | lasso | 4 | 0.04 | 4.6e-03 | -3.7 | 5.2 | 1.9e-07 | 0.77 | 0.09 | 0.73 | FALSE |
8 | GTEx | Artery Aorta | CDK2AP1 | 0.17 | 0.19 | lasso | 2 | 0.15 | 8.0e-09 | 5.9 | -5.9 | 3.4e-09 | -0.92 | 0.02 | 0.98 | FALSE |
9 | GTEx | Artery Aorta | RP11-282O18.3 | 0.18 | 0.19 | lasso | 9 | 0.16 | 4.3e-09 | 5.9 | -5.9 | 3.2e-09 | -0.95 | 0.03 | 0.97 | FALSE |
10 | GTEx | Artery Tibial | MPHOSPH9 | 0.05 | 0.03 | lasso | 3 | 0.03 | 2.2e-03 | 4.5 | 5.4 | 5.7e-08 | 0.96 | 0.04 | 0.94 | FALSE |
11 | GTEx | Artery Tibial | ABCB9 | 0.04 | 0.02 | lasso | 2 | 0.01 | 3.0e-02 | 4.7 | 5.7 | 1.6e-08 | 0.92 | 0.06 | 0.89 | FALSE |
12 | GTEx | Artery Tibial | SETD8 | 0.07 | 0.03 | lasso | 7 | 0.03 | 2.2e-03 | 5.4 | 5.3 | 1.4e-07 | 0.90 | 0.06 | 0.89 | FALSE |
13 | GTEx | Brain Hypothalamus | OGFOD2 | 0.24 | 0.14 | lasso | 4 | 0.14 | 4.0e-04 | 5.8 | 5.9 | 3.1e-09 | 0.87 | 0.04 | 0.91 | FALSE |
14 | GTEx | Breast Mammary Tissue | CDK2AP1 | 0.08 | 0.06 | lasso | 3 | 0.07 | 1.2e-04 | 5.2 | -5.7 | 9.5e-09 | -0.93 | 0.05 | 0.92 | FALSE |
15 | GTEx | Breast Mammary Tissue | RP11-282O18.3 | 0.10 | 0.06 | lasso | 6 | 0.08 | 5.4e-05 | 5.2 | -5.7 | 1.0e-08 | -0.93 | 0.06 | 0.93 | FALSE |
16 | GTEx | Breast Mammary Tissue (Female) | CDK2AP1 | 0.08 | 0.03 | lasso | 3 | 0.02 | 6.4e-02 | 5.9 | -5.8 | 5.7e-09 | -0.93 | 0.06 | 0.56 | FALSE |
17 | GTEx | Breast Mammary Tissue (Female) | RP11-282O18.3 | 0.09 | 0.07 | enet | 8 | 0.08 | 2.8e-03 | 5.6 | -5.5 | 3.5e-08 | -0.94 | 0.08 | 0.78 | FALSE |
18 | GTEx | Cells Transformed fibroblasts | OGFOD2 | 0.10 | 0.07 | lasso | 7 | 0.07 | 3.1e-06 | 4.9 | 5.7 | 1.1e-08 | 0.91 | 0.22 | 0.77 | FALSE |
19 | GTEx | Cells Transformed fibroblasts | CDK2AP1 | 0.31 | 0.32 | lasso | 8 | 0.35 | 8.5e-27 | 5.9 | -5.8 | 5.6e-09 | -0.92 | 0.03 | 0.97 | FALSE |
20 | GTEx | Cells Transformed fibroblasts | C12orf65 | 0.07 | 0.05 | lasso | 4 | 0.04 | 5.8e-04 | 4.3 | -5.3 | 1.3e-07 | -0.91 | 0.12 | 0.80 | FALSE |
21 | GTEx | Cells Transformed fibroblasts | ABCB9 | 0.08 | 0.12 | enet | 7 | 0.12 | 4.3e-09 | 5.0 | 5.3 | 1.2e-07 | 0.89 | 0.09 | 0.91 | FALSE |
22 | GTEx | Cells Transformed fibroblasts | SETD8 | 0.10 | 0.12 | enet | 9 | 0.09 | 1.4e-07 | 5.0 | 5.8 | 8.2e-09 | 0.83 | 0.06 | 0.94 | FALSE |
23 | GTEx | Cells Transformed fibroblasts | RP11-282O18.3 | 0.25 | 0.29 | enet | 16 | 0.28 | 2.2e-21 | 5.9 | -5.9 | 4.7e-09 | -0.93 | 0.03 | 0.97 | FALSE |
24 | GTEx | Colon Sigmoid | ABCB9 | 0.18 | 0.16 | lasso | 6 | 0.15 | 4.8e-06 | 6.2 | 6.2 | 6.0e-10 | 0.96 | 0.03 | 0.97 | FALSE |
25 | GTEx | Colon Transverse | CDK2AP1 | 0.17 | 0.19 | enet | 7 | 0.22 | 1.4e-10 | 5.9 | -6.0 | 2.7e-09 | -0.96 | 0.03 | 0.97 | FALSE |
26 | GTEx | Colon Transverse | ABCB9 | 0.08 | 0.07 | enet | 5 | 0.09 | 5.3e-05 | 5.3 | 5.7 | 1.3e-08 | 0.88 | 0.10 | 0.86 | FALSE |
27 | GTEx | Colon Transverse | RP11-282O18.3 | 0.18 | 0.19 | enet | 8 | 0.19 | 1.8e-09 | 5.9 | -6.0 | 2.6e-09 | -0.96 | 0.03 | 0.97 | FALSE |
28 | GTEx | Esophagus Gastroesophageal Junction | CDK2AP1 | 0.14 | 0.06 | lasso | 8 | 0.06 | 4.7e-03 | 5.7 | -5.2 | 2.2e-07 | -0.80 | 0.04 | 0.68 | FALSE |
29 | GTEx | Esophagus Mucosa | CDK2AP1 | 0.30 | 0.36 | lasso | 5 | 0.38 | 1.9e-26 | 5.8 | -5.8 | 4.8e-09 | -0.96 | 0.04 | 0.96 | FALSE |
30 | GTEx | Esophagus Mucosa | ABCB9 | 0.10 | 0.03 | lasso | 5 | 0.05 | 5.4e-04 | 5.8 | 5.9 | 3.7e-09 | 0.89 | 0.04 | 0.95 | FALSE |
31 | GTEx | Esophagus Mucosa | RP11-282O18.3 | 0.29 | 0.34 | lasso | 4 | 0.34 | 1.9e-23 | 5.7 | -5.8 | 7.0e-09 | -0.95 | 0.04 | 0.96 | FALSE |
32 | GTEx | Esophagus Muscularis | MPHOSPH9 | 0.18 | 0.18 | enet | 17 | 0.18 | 4.8e-11 | 5.8 | 6.7 | 2.9e-11 | 0.92 | 0.04 | 0.96 | TRUE |
33 | GTEx | Esophagus Muscularis | C12orf65 | 0.06 | 0.04 | lasso | 4 | 0.04 | 2.0e-03 | 6.0 | -5.8 | 8.1e-09 | -0.92 | 0.04 | 0.94 | FALSE |
34 | GTEx | Esophagus Muscularis | ABCB9 | 0.10 | 0.08 | lasso | 6 | 0.05 | 3.8e-04 | 5.7 | 5.9 | 4.6e-09 | 0.93 | 0.02 | 0.97 | FALSE |
35 | GTEx | Esophagus Muscularis | RP11-282O18.3 | 0.19 | 0.11 | lasso | 6 | 0.10 | 2.1e-06 | 5.8 | -5.4 | 5.5e-08 | -0.94 | 0.03 | 0.97 | FALSE |
36 | GTEx | Heart Left Ventricle | MPHOSPH9 | 0.06 | 0.04 | lasso | 5 | 0.04 | 4.2e-03 | 5.9 | 5.8 | 9.1e-09 | 0.86 | 0.06 | 0.84 | FALSE |
37 | GTEx | Lung | CDK2AP1 | 0.08 | 0.03 | lasso | 4 | 0.00 | 2.0e-01 | 5.9 | -5.3 | 8.8e-08 | -0.91 | 0.04 | 0.94 | FALSE |
38 | GTEx | Lung | ABCB9 | 0.04 | 0.02 | lasso | 3 | 0.02 | 8.0e-03 | 5.9 | 6.0 | 2.4e-09 | 0.97 | 0.05 | 0.89 | FALSE |
39 | GTEx | Lung | RP11-282O18.3 | 0.06 | 0.02 | lasso | 7 | 0.00 | 6.1e-01 | 5.9 | -5.5 | 4.1e-08 | -0.93 | 0.04 | 0.91 | FALSE |
40 | GTEx | Muscle Skeletal | SETD8 | 0.16 | 0.02 | lasso | 4 | 0.03 | 3.8e-04 | 6.0 | 5.6 | 2.6e-08 | 0.85 | 0.03 | 0.96 | FALSE |
41 | GTEx | Nerve Tibial | MPHOSPH9 | 0.07 | 0.04 | lasso | 4 | 0.01 | 7.0e-02 | 6.2 | 6.2 | 5.5e-10 | 0.97 | 0.01 | 0.97 | FALSE |
42 | GTEx | Nerve Tibial | CDK2AP1 | 0.11 | 0.11 | enet | 25 | 0.09 | 4.4e-07 | 5.4 | -5.9 | 3.9e-09 | -0.92 | 0.04 | 0.96 | FALSE |
43 | GTEx | Nerve Tibial | ABCB9 | 0.06 | 0.04 | lasso | 3 | 0.05 | 3.5e-04 | 5.3 | 6.0 | 2.3e-09 | 0.95 | 0.02 | 0.97 | FALSE |
44 | GTEx | Nerve Tibial | RP11-282O18.3 | 0.10 | 0.10 | enet | 28 | 0.08 | 1.9e-06 | 5.4 | -5.7 | 1.2e-08 | -0.85 | 0.04 | 0.96 | FALSE |
45 | GTEx | Pancreas | CDK2AP1 | 0.24 | 0.27 | lasso | 3 | 0.26 | 3.1e-11 | 5.9 | -6.0 | 2.5e-09 | -0.95 | 0.03 | 0.97 | FALSE |
46 | GTEx | Pancreas | ARL6IP4 | 0.07 | 0.07 | lasso | 2 | 0.07 | 9.6e-04 | 5.0 | -5.5 | 2.9e-08 | -0.86 | 0.04 | 0.85 | FALSE |
47 | GTEx | Pancreas | SETD8 | 0.20 | 0.12 | lasso | 5 | 0.13 | 3.4e-06 | 5.9 | -5.9 | 3.4e-09 | -0.90 | 0.03 | 0.97 | FALSE |
48 | GTEx | Pancreas | RP11-282O18.3 | 0.22 | 0.24 | lasso | 5 | 0.24 | 2.3e-10 | 5.9 | -6.0 | 2.2e-09 | -0.95 | 0.03 | 0.97 | FALSE |
49 | GTEx | Skin Not Sun Exposed Suprapubic | CDK2AP1 | 0.17 | 0.12 | lasso | 10 | 0.12 | 3.4e-07 | 6.2 | -6.0 | 2.8e-09 | -0.97 | 0.02 | 0.98 | FALSE |
50 | GTEx | Skin Not Sun Exposed Suprapubic | ABCB9 | 0.13 | 0.15 | lasso | 11 | 0.11 | 2.1e-06 | 5.0 | 5.6 | 2.4e-08 | 0.84 | 0.22 | 0.78 | FALSE |
51 | GTEx | Skin Not Sun Exposed Suprapubic | RP11-282O18.3 | 0.13 | 0.10 | lasso | 6 | 0.09 | 1.9e-05 | 5.8 | -6.0 | 2.4e-09 | -0.97 | 0.03 | 0.97 | FALSE |
52 | GTEx | Skin Sun Exposed Lower leg | MPHOSPH9 | 0.06 | 0.05 | enet | 9 | 0.06 | 2.1e-05 | 5.9 | 5.8 | 8.7e-09 | 0.90 | 0.04 | 0.95 | FALSE |
53 | GTEx | Skin Sun Exposed Lower leg | CDK2AP1 | 0.21 | 0.22 | lasso | 5 | 0.22 | 3.4e-18 | 5.9 | -5.7 | 9.8e-09 | -0.92 | 0.04 | 0.96 | FALSE |
54 | GTEx | Skin Sun Exposed Lower leg | ABCB9 | 0.09 | 0.08 | lasso | 5 | 0.08 | 4.3e-07 | 5.0 | 5.2 | 2.2e-07 | 0.81 | 0.29 | 0.70 | FALSE |
55 | GTEx | Skin Sun Exposed Lower leg | RP11-282O18.3 | 0.17 | 0.20 | lasso | 6 | 0.20 | 2.2e-16 | 5.9 | -5.8 | 9.0e-09 | -0.92 | 0.04 | 0.96 | FALSE |
56 | GTEx | Small Intestine Terminal Ileum | ABCB9 | 0.23 | 0.21 | enet | 12 | 0.22 | 1.0e-05 | 5.9 | 6.0 | 2.5e-09 | 0.92 | 0.04 | 0.87 | FALSE |
57 | GTEx | Stomach | MPHOSPH9 | 0.17 | 0.08 | lasso | 5 | 0.10 | 1.2e-05 | 5.7 | 5.7 | 1.2e-08 | 0.94 | 0.05 | 0.94 | FALSE |
58 | GTEx | Testis | MPHOSPH9 | 0.28 | 0.27 | enet | 23 | 0.32 | 1.3e-14 | 5.8 | 5.9 | 4.3e-09 | 0.95 | 0.09 | 0.91 | FALSE |
59 | GTEx | Thyroid | PITPNM2 | 0.04 | 0.07 | lasso | 2 | 0.06 | 1.6e-05 | 5.8 | 5.8 | 5.7e-09 | 0.96 | 0.03 | 0.96 | FALSE |
60 | GTEx | Thyroid | CDK2AP1 | 0.08 | 0.09 | enet | 7 | 0.10 | 8.2e-08 | 5.9 | -5.8 | 4.8e-09 | -0.94 | 0.03 | 0.97 | FALSE |
61 | GTEx | Thyroid | RP11-282O18.3 | 0.06 | 0.06 | enet | 6 | 0.06 | 3.6e-05 | 5.9 | -5.8 | 8.2e-09 | -0.94 | 0.03 | 0.97 | FALSE |
62 | METSIM | Adipose | CDK2AP1 | 0.11 | 0.14 | enet | 23 | 0.14 | 1.7e-20 | 5.6 | -5.1 | 2.8e-07 | -0.90 | 0.06 | 0.94 | FALSE |
63 | YFS | Blood | MPHOSPH9 | 0.05 | 0.07 | enet | 31 | 0.07 | 3.7e-23 | 5.9 | 5.7 | 1.3e-08 | 0.95 | 0.06 | 0.94 | FALSE |
64 | YFS | Blood | SBNO1 | 0.03 | 0.03 | lasso | 6 | 0.03 | 1.2e-09 | 5.7 | -5.9 | 3.2e-09 | -0.93 | 0.05 | 0.95 | FALSE |
65 | The Cancer Genome Atlas | Bladder Urothelial Carcinoma | ABCB9 | 0.05 | 0.04 | enet | 5 | 0.04 | 2.4e-04 | 5.9 | 5.7 | 1.3e-08 | 0.94 | 0.00 | 0.98 | FALSE |
66 | The Cancer Genome Atlas | Bladder Urothelial Carcinoma | CDK2AP1 | 0.09 | 0.08 | lasso | 2 | 0.06 | 5.9e-06 | 5.7 | -5.7 | 1.2e-08 | -0.93 | 0.00 | 0.99 | FALSE |
67 | The Cancer Genome Atlas | Breast Invasive Carcinoma | CDK2AP1 | 0.07 | 0.08 | lasso | 7 | 0.08 | 5.0e-16 | 5.7 | -5.8 | 5.8e-09 | -0.95 | 0.01 | 0.99 | FALSE |
68 | The Cancer Genome Atlas | Breast Invasive Carcinoma | RILPL2 | 0.02 | 0.01 | enet | 8 | 0.01 | 2.6e-02 | 5.9 | 5.8 | 8.1e-09 | 0.87 | 0.00 | 0.98 | FALSE |
69 | The Cancer Genome Atlas | Cervical Squamous Cell Carcinoma | CDK2AP1 | 0.07 | 0.07 | blup | 34 | 0.05 | 1.1e-03 | 5.5 | -5.5 | 2.9e-08 | -0.91 | 0.01 | 0.90 | FALSE |
70 | The Cancer Genome Atlas | Colon Adenocarcinoma | CDK2AP1 | 0.12 | 0.17 | lasso | 4 | 0.17 | 6.3e-10 | 5.7 | -5.7 | 9.5e-09 | -0.93 | 0.01 | 0.99 | FALSE |
71 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | CDK2AP1 | 0.14 | 0.15 | lasso | 2 | 0.14 | 7.8e-16 | 5.7 | -5.7 | 1.0e-08 | -0.92 | 0.01 | 0.99 | FALSE |
72 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | CDK2AP1 | 0.11 | 0.13 | lasso | 5 | 0.14 | 5.9e-16 | 5.9 | -5.9 | 3.3e-09 | -0.94 | 0.01 | 0.99 | FALSE |
73 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | CDK2AP1 | 0.12 | 0.10 | lasso | 2 | 0.11 | 6.3e-07 | 5.7 | -5.7 | 1.0e-08 | -0.92 | 0.01 | 0.99 | FALSE |
74 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | PITPNM2 | 0.06 | 0.07 | lasso | 5 | 0.09 | 1.2e-05 | 5.7 | -5.6 | 2.7e-08 | -0.95 | 0.04 | 0.96 | FALSE |
75 | The Cancer Genome Atlas | Brain Lower Grade Glioma | CDK2AP1 | 0.02 | 0.01 | blup | 34 | 0.02 | 5.4e-03 | 4.9 | -5.4 | 6.3e-08 | -0.80 | 0.03 | 0.64 | FALSE |
76 | The Cancer Genome Atlas | Liver Hepatocellular Carcinoma | CDK2AP1 | 0.11 | 0.11 | enet | 5 | 0.11 | 1.2e-05 | 5.9 | -5.8 | 4.9e-09 | -0.93 | 0.01 | 0.99 | FALSE |
77 | The Cancer Genome Atlas | Lung Adenocarcinoma | CDK2AP1 | 0.03 | 0.04 | lasso | 1 | 0.04 | 1.2e-05 | 5.7 | -5.7 | 1.2e-08 | -0.93 | 0.01 | 0.99 | FALSE |
78 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | ABCB9 | 0.06 | 0.06 | enet | 7 | 0.07 | 5.2e-08 | 4.9 | 5.3 | 1.0e-07 | 0.86 | 0.04 | 0.95 | FALSE |
79 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | CDK2AP1 | 0.04 | 0.04 | lasso | 3 | 0.03 | 3.8e-04 | 5.9 | -5.9 | 3.4e-09 | -0.92 | 0.01 | 0.98 | FALSE |
80 | The Cancer Genome Atlas | Ovarian Serous Cystadenocarcinoma | CDK2AP1 | 0.07 | 0.06 | enet | 7 | 0.06 | 7.0e-05 | 5.9 | -5.6 | 1.9e-08 | -0.90 | 0.01 | 0.97 | FALSE |
81 | The Cancer Genome Atlas | Pancreatic Adenocarcinoma | CDK2AP1 | 0.12 | 0.14 | blup | 34 | 0.15 | 7.2e-07 | 5.0 | -5.5 | 2.9e-08 | -0.89 | 0.02 | 0.98 | FALSE |
82 | The Cancer Genome Atlas | Prostate Adenocarcinoma | ARL6IP4 | 0.03 | 0.04 | blup | 17 | 0.04 | 1.6e-05 | 4.9 | -5.3 | 1.3e-07 | -0.84 | 0.04 | 0.95 | FALSE |
83 | The Cancer Genome Atlas | Prostate Adenocarcinoma | CDK2AP1 | 0.06 | 0.07 | lasso | 2 | 0.06 | 1.7e-06 | 5.9 | -5.9 | 4.5e-09 | -0.92 | 0.00 | 1.00 | FALSE |
84 | The Cancer Genome Atlas | Stomach Adenocarcinoma | CDK2AP1 | 0.09 | 0.10 | lasso | 2 | 0.10 | 1.8e-07 | 5.9 | -5.8 | 4.9e-09 | -0.92 | 0.01 | 0.99 | FALSE |
85 | The Cancer Genome Atlas | Testicular Germ Cell Tumors | CDK2AP1 | 0.13 | 0.10 | blup | 34 | 0.11 | 8.2e-05 | 5.0 | -5.7 | 1.4e-08 | -0.89 | 0.02 | 0.96 | FALSE |
86 | The Cancer Genome Atlas | Thyroid Carcinoma | CDK2AP1 | 0.08 | 0.10 | lasso | 2 | 0.10 | 1.3e-09 | 5.9 | -5.9 | 4.5e-09 | -0.93 | 0.00 | 1.00 | FALSE |
87 | The Cancer Genome Atlas | Thyroid Carcinoma | PITPNM2 | 0.04 | 0.03 | enet | 5 | 0.05 | 8.1e-06 | 3.6 | 5.5 | 5.1e-08 | 0.76 | 0.05 | 0.95 | FALSE |