Best TWAS P=2.14e-72 · Best GWAS P=5.66e-203 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 | FURIN | 0.12 | 0.14 | lasso | 2 | 0.13 | 1.2e-15 | 5.89 | -5.8 | 4.9e-09 | -0.08 | 1.00 | 0.00 | FALSE |
2 | CommonMind | Brain Pre-frontal Cortex | IQGAP1 | 0.19 | 0.21 | lasso | 5 | 0.20 | 1.7e-24 | 5.53 | 5.7 | 1.6e-08 | 0.03 | 1.00 | 0.00 | FALSE |
3 | CommonMind | Brain Pre-frontal Cortex | RLBP1 | 0.27 | 0.19 | enet | 20 | 0.24 | 1.5e-29 | -3.63 | -5.2 | 2.4e-07 | -0.07 | 1.00 | 0.00 | FALSE |
4 | CommonMind | Brain Pre-frontal Cortex | ZNF774 | 0.20 | 0.08 | lasso | 7 | 0.14 | 1.8e-16 | 6.59 | -5.7 | 1.2e-08 | -0.01 | 0.95 | 0.05 | FALSE |
5 | GTEx | Adipose Subcutaneous | POLG | 0.21 | 0.14 | lasso | 7 | 0.19 | 2.2e-15 | -6.21 | -6.6 | 5.5e-11 | -0.12 | 1.00 | 0.00 | FALSE |
6 | GTEx | Adipose Visceral Omentum | POLG | 0.10 | 0.10 | lasso | 2 | 0.06 | 3.9e-04 | -6.10 | -6.1 | 8.8e-10 | -0.12 | 0.85 | 0.01 | FALSE |
7 | GTEx | Artery Aorta | POLG | 0.31 | 0.28 | lasso | 6 | 0.29 | 2.7e-16 | -5.99 | -6.2 | 6.4e-10 | -0.12 | 1.00 | 0.00 | FALSE |
8 | GTEx | Artery Aorta | MFGE8 | 0.34 | 0.07 | lasso | 8 | 0.11 | 1.7e-06 | -0.21 | 6.2 | 4.5e-10 | -0.05 | 0.92 | 0.00 | TRUE |
9 | GTEx | Artery Aorta | ZNF774 | 0.22 | 0.24 | enet | 16 | 0.23 | 7.6e-13 | 6.59 | 6.5 | 8.9e-11 | 0.06 | 0.75 | 0.25 | FALSE |
10 | GTEx | Artery Coronary | POLG | 0.27 | 0.02 | enet | 2 | 0.01 | 1.3e-01 | -6.09 | -6.1 | 1.0e-09 | -0.12 | 0.09 | 0.09 | FALSE |
11 | GTEx | Artery Tibial | POLG | 0.19 | 0.19 | lasso | 4 | 0.19 | 1.4e-14 | -6.22 | -6.4 | 1.6e-10 | -0.13 | 1.00 | 0.00 | FALSE |
12 | GTEx | Brain Cortex | HAPLN3 | 0.40 | -0.01 | lasso | 5 | -0.01 | 6.0e-01 | -4.02 | -13.4 | 9.8e-41 | -0.04 | 0.05 | 0.09 | TRUE |
13 | GTEx | Breast Mammary Tissue | POLG | 0.17 | 0.18 | enet | 10 | 0.16 | 1.5e-08 | -6.15 | -6.1 | 1.1e-09 | -0.12 | 1.00 | 0.00 | FALSE |
14 | GTEx | Breast Mammary Tissue (Male) | POLG | 0.12 | 0.12 | lasso | 2 | 0.08 | 5.9e-03 | -6.01 | -6.0 | 1.6e-09 | -0.12 | 0.08 | 0.08 | FALSE |
15 | GTEx | Breast Mammary Tissue (Female) | POLG | 0.22 | 0.15 | enet | 13 | 0.16 | 1.9e-05 | -6.12 | -6.0 | 2.6e-09 | -0.12 | 0.73 | 0.01 | FALSE |
16 | GTEx | Cells Transformed fibroblasts | IQGAP1 | 0.13 | 0.06 | enet | 19 | 0.11 | 9.2e-09 | 5.73 | 6.3 | 2.5e-10 | 0.05 | 0.32 | 0.53 | FALSE |
17 | GTEx | Cells Transformed fibroblasts | FES | 0.28 | 0.17 | enet | 21 | 0.20 | 2.8e-15 | -4.08 | 5.3 | 9.3e-08 | 0.10 | 1.00 | 0.00 | FALSE |
18 | GTEx | Colon Sigmoid | POLG | 0.16 | 0.12 | lasso | 4 | 0.15 | 6.7e-06 | -6.14 | -6.2 | 7.5e-10 | -0.12 | 0.86 | 0.02 | FALSE |
19 | GTEx | Colon Transverse | MFGE8 | 0.17 | 0.05 | lasso | 2 | 0.05 | 3.0e-03 | -8.33 | 8.5 | 2.3e-17 | -0.01 | 0.23 | 0.09 | FALSE |
20 | GTEx | Colon Transverse | PEX11A | 0.21 | 0.15 | lasso | 2 | 0.12 | 2.5e-06 | 5.45 | 5.6 | 1.8e-08 | 0.03 | 0.89 | 0.01 | FALSE |
21 | GTEx | Esophagus Gastroesophageal Junction | POLG | 0.29 | 0.28 | lasso | 3 | 0.25 | 1.1e-09 | -6.14 | -6.1 | 9.7e-10 | -0.12 | 1.00 | 0.00 | FALSE |
22 | GTEx | Esophagus Gastroesophageal Junction | ZNF774 | 0.16 | 0.16 | lasso | 2 | 0.11 | 7.8e-05 | 7.69 | 7.8 | 5.5e-15 | 0.05 | 0.12 | 0.76 | TRUE |
23 | GTEx | Esophagus Mucosa | CRTC3 | 0.08 | 0.07 | enet | 7 | 0.04 | 6.1e-04 | 7.33 | -7.2 | 8.5e-13 | -0.04 | 0.25 | 0.70 | FALSE |
24 | GTEx | Esophagus Muscularis | POLG | 0.16 | 0.11 | lasso | 5 | 0.12 | 1.2e-07 | -6.15 | -6.3 | 2.2e-10 | -0.13 | 1.00 | 0.00 | FALSE |
25 | GTEx | Esophagus Muscularis | ZNF774 | 0.18 | 0.19 | lasso | 5 | 0.18 | 4.1e-11 | 6.47 | -6.5 | 9.9e-11 | -0.06 | 0.88 | 0.12 | FALSE |
26 | GTEx | Heart Left Ventricle | MFGE8 | 0.11 | 0.03 | lasso | 6 | 0.05 | 1.8e-03 | -8.10 | 8.7 | 3.2e-18 | 0.03 | 0.11 | 0.04 | FALSE |
27 | GTEx | Liver | ANPEP | 0.26 | 0.00 | lasso | 8 | 0.02 | 8.6e-02 | 4.99 | -5.3 | 1.1e-07 | -0.05 | 0.12 | 0.19 | FALSE |
28 | GTEx | Lung | MFGE8 | 0.12 | 0.04 | lasso | 5 | 0.06 | 1.4e-05 | -10.68 | 8.6 | 7.0e-18 | -0.03 | 0.78 | 0.01 | FALSE |
29 | GTEx | Lung | ZNF774 | 0.06 | 0.09 | enet | 6 | 0.03 | 1.5e-03 | 7.69 | 7.0 | 2.0e-12 | 0.04 | 0.15 | 0.81 | FALSE |
30 | GTEx | Muscle Skeletal | POLG | 0.07 | 0.00 | lasso | 3 | 0.01 | 6.0e-02 | -6.15 | -6.3 | 3.4e-10 | -0.12 | 0.82 | 0.01 | TRUE |
31 | GTEx | Muscle Skeletal | DET1 | 0.08 | 0.08 | lasso | 3 | 0.08 | 3.6e-08 | 5.73 | 5.8 | 5.3e-09 | -0.02 | 1.00 | 0.00 | FALSE |
32 | GTEx | Nerve Tibial | POLG | 0.19 | 0.20 | lasso | 5 | 0.19 | 1.0e-13 | -5.99 | -6.1 | 1.0e-09 | -0.13 | 1.00 | 0.00 | FALSE |
33 | GTEx | Nerve Tibial | MFGE8 | 0.21 | 0.07 | enet | 17 | 0.12 | 1.0e-08 | -6.85 | 10.4 | 3.9e-25 | 0.01 | 0.98 | 0.00 | FALSE |
34 | GTEx | Pituitary | IQGAP1 | 0.60 | 0.45 | enet | 26 | 0.52 | 3.7e-15 | 3.62 | 5.3 | 1.4e-07 | 0.01 | 1.00 | 0.00 | FALSE |
35 | GTEx | Skin Not Sun Exposed Suprapubic | POLG | 0.10 | 0.11 | lasso | 5 | 0.09 | 1.8e-05 | -6.22 | -6.2 | 4.6e-10 | -0.13 | 0.92 | 0.01 | FALSE |
36 | GTEx | Skin Sun Exposed Lower leg | POLG | 0.10 | 0.13 | lasso | 3 | 0.12 | 2.8e-10 | -6.15 | -6.2 | 5.8e-10 | -0.13 | 1.00 | 0.00 | FALSE |
37 | GTEx | Skin Sun Exposed Lower leg | CRTC3 | 0.10 | 0.08 | lasso | 3 | 0.05 | 7.5e-05 | 7.56 | -8.1 | 3.9e-16 | -0.07 | 0.26 | 0.73 | TRUE |
38 | GTEx | Spleen | MFGE8 | 0.47 | 0.27 | lasso | 5 | 0.25 | 4.4e-07 | -4.40 | -7.2 | 5.6e-13 | -0.01 | 0.48 | 0.03 | TRUE |
39 | GTEx | Stomach | IQGAP1 | 0.21 | 0.14 | enet | 17 | 0.18 | 8.3e-09 | 5.57 | 6.1 | 8.5e-10 | 0.04 | 0.54 | 0.46 | FALSE |
40 | GTEx | Stomach | MRPS11 | 0.35 | -0.01 | lasso | 11 | 0.01 | 1.1e-01 | -8.91 | -9.3 | 1.8e-20 | 0.01 | 0.07 | 0.06 | TRUE |
41 | GTEx | Testis | FANCI | 0.19 | 0.04 | enet | 21 | 0.09 | 1.3e-04 | -6.07 | -12.8 | 2.1e-37 | -0.08 | 0.21 | 0.04 | FALSE |
42 | GTEx | Testis | PLIN1 | 0.14 | 0.09 | lasso | 5 | 0.08 | 1.4e-04 | 5.45 | -5.5 | 2.9e-08 | -0.04 | 0.31 | 0.21 | FALSE |
43 | GTEx | Testis | ISG20 | 0.39 | 0.23 | enet | 41 | 0.26 | 4.0e-12 | 6.14 | -6.5 | 1.1e-10 | 0.00 | 0.99 | 0.00 | FALSE |
44 | GTEx | Testis | ZNF774 | 0.13 | 0.09 | lasso | 4 | 0.08 | 1.5e-04 | 5.57 | -5.6 | 1.9e-08 | -0.03 | 0.40 | 0.09 | FALSE |
45 | GTEx | Thyroid | POLG | 0.07 | 0.03 | lasso | 5 | 0.03 | 3.8e-03 | -6.16 | -6.2 | 4.0e-10 | -0.12 | 0.40 | 0.03 | FALSE |
46 | GTEx | Whole Blood | MFGE8 | 0.12 | 0.14 | lasso | 4 | 0.13 | 9.3e-12 | -8.91 | -9.8 | 1.1e-22 | -0.01 | 1.00 | 0.00 | FALSE |
47 | METSIM | Adipose | FES | 0.08 | 0.06 | lasso | 3 | 0.05 | 6.8e-08 | -3.85 | 5.3 | 1.1e-07 | 0.08 | 1.00 | 0.00 | FALSE |
48 | METSIM | Adipose | IQGAP1 | 0.11 | 0.08 | enet | 32 | 0.12 | 3.9e-17 | 7.87 | 7.1 | 9.4e-13 | 0.04 | 0.20 | 0.80 | FALSE |
49 | METSIM | Adipose | POLG | 0.04 | 0.02 | blup | 469 | 0.03 | 4.9e-05 | -6.11 | -11.0 | 5.8e-28 | -0.08 | 0.96 | 0.00 | TRUE |
50 | NTR | Blood | IQGAP1 | 0.03 | 0.04 | enet | 10 | 0.04 | 1.5e-12 | 7.57 | 7.7 | 1.2e-14 | 0.06 | 0.25 | 0.75 | FALSE |
51 | NTR | Blood | ZNF710 | 0.02 | 0.00 | bslmm | 443 | 0.01 | 1.5e-04 | -6.67 | -6.5 | 1.1e-10 | 0.05 | 0.14 | 0.02 | TRUE |
52 | YFS | Blood | BLM | 0.41 | 0.35 | enet | 13 | 0.36 | 2.7e-122 | 7.22 | 7.5 | 7.5e-14 | -0.01 | 0.76 | 0.24 | FALSE |
53 | YFS | Blood | CRTC3 | 0.02 | 0.01 | blup | 503 | 0.01 | 4.2e-05 | 7.84 | -6.8 | 1.2e-11 | -0.06 | 0.21 | 0.79 | FALSE |
54 | YFS | Blood | DET1 | 0.17 | 0.20 | lasso | 4 | 0.20 | 1.4e-62 | -8.06 | -8.1 | 5.0e-16 | 0.02 | 1.00 | 0.00 | TRUE |
55 | YFS | Blood | FES | 0.31 | 0.11 | enet | 77 | 0.22 | 1.2e-68 | -4.08 | 6.7 | 2.1e-11 | 0.08 | 1.00 | 0.00 | FALSE |
56 | YFS | Blood | FURIN | 0.11 | 0.03 | enet | 37 | 0.06 | 8.3e-19 | 5.89 | 8.9 | 7.9e-19 | 0.08 | 1.00 | 0.00 | TRUE |
57 | YFS | Blood | IQGAP1 | 0.18 | 0.17 | enet | 46 | 0.20 | 5.8e-65 | 5.62 | 7.1 | 1.6e-12 | 0.06 | 1.00 | 0.00 | FALSE |
58 | YFS | Blood | MRPS11 | 0.03 | 0.00 | bslmm | 436 | 0.01 | 9.6e-05 | -1.11 | -10.1 | 6.8e-24 | 0.07 | 0.13 | 0.05 | FALSE |
59 | YFS | Blood | PEX11A | 0.04 | 0.02 | lasso | 2 | 0.02 | 1.1e-06 | 5.45 | 5.4 | 6.8e-08 | 0.03 | 1.00 | 0.00 | FALSE |
60 | The Cancer Genome Atlas | Bladder Urothelial Carcinoma | IQGAP1 | 0.04 | 0.03 | lasso | 4 | 0.02 | 6.5e-03 | 7.57 | 7.5 | 5.0e-14 | 0.06 | 0.02 | 0.85 | FALSE |
61 | The Cancer Genome Atlas | Breast Invasive Carcinoma | DET1 | 0.02 | 0.02 | blup | 48 | 0.01 | 8.6e-04 | 6.62 | -6.7 | 2.2e-11 | 0.01 | 0.07 | 0.84 | TRUE |
62 | The Cancer Genome Atlas | Breast Invasive Carcinoma | FES | 0.06 | 0.05 | blup | 46 | 0.07 | 7.4e-14 | -4.08 | 5.5 | 4.3e-08 | 0.09 | 1.00 | 0.00 | FALSE |
63 | The Cancer Genome Atlas | Breast Invasive Carcinoma | IQGAP1 | 0.03 | 0.02 | blup | 94 | 0.02 | 6.5e-05 | 5.45 | 5.8 | 5.3e-09 | 0.03 | 0.09 | 0.88 | FALSE |
64 | The Cancer Genome Atlas | Cervical Squamous Cell Carcinoma | IQGAP1 | 0.15 | 0.09 | lasso | 4 | 0.12 | 1.9e-06 | 7.54 | 6.9 | 6.7e-12 | 0.07 | 0.01 | 0.98 | FALSE |
65 | The Cancer Genome Atlas | Colon Adenocarcinoma | HAPLN3 | 0.14 | 0.04 | lasso | 4 | 0.08 | 1.7e-05 | 2.63 | -18.0 | 2.1e-72 | 0.43 | 0.05 | 0.58 | TRUE |
66 | The Cancer Genome Atlas | Colon Adenocarcinoma | MFGE8 | 0.09 | 0.04 | blup | 73 | 0.03 | 8.9e-03 | -6.85 | 6.3 | 2.2e-10 | -0.10 | 0.08 | 0.03 | FALSE |
67 | The Cancer Genome Atlas | Esophageal Carcinoma | MFGE8 | 0.23 | 0.14 | lasso | 3 | 0.08 | 2.0e-03 | -6.86 | 5.7 | 1.2e-08 | 0.02 | 0.28 | 0.13 | FALSE |
68 | The Cancer Genome Atlas | Glioblastoma Multiforme | IQGAP1 | 0.10 | -0.01 | blup | 95 | 0.02 | 1.0e-01 | 2.68 | 5.4 | 6.7e-08 | 0.03 | 0.04 | 0.55 | FALSE |
69 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | IQGAP1 | 0.15 | 0.05 | enet | 10 | 0.08 | 2.5e-09 | 5.53 | 5.8 | 6.4e-09 | 0.07 | 0.03 | 0.97 | FALSE |
70 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | ZNF774 | 0.04 | 0.02 | blup | 57 | 0.02 | 1.2e-03 | 4.32 | -5.7 | 1.3e-08 | -0.04 | 0.04 | 0.79 | TRUE |
71 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | C15orf42 | 0.02 | 0.01 | lasso | 2 | 0.02 | 9.7e-04 | 8.95 | 9.0 | 2.0e-19 | -0.01 | 0.01 | 0.89 | FALSE |
72 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | IQGAP1 | 0.07 | 0.06 | blup | 94 | 0.07 | 9.5e-09 | 7.76 | 6.4 | 1.9e-10 | 0.04 | 0.02 | 0.98 | FALSE |
73 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | ZNF774 | 0.04 | 0.00 | enet | 7 | 0.01 | 5.1e-02 | 7.69 | 6.3 | 2.7e-10 | 0.06 | 0.00 | 0.92 | TRUE |
74 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | IQGAP1 | 0.06 | 0.05 | blup | 94 | 0.04 | 2.6e-03 | 3.15 | 5.7 | 1.3e-08 | 0.03 | 0.10 | 0.64 | FALSE |
75 | The Cancer Genome Atlas | Brain Lower Grade Glioma | C15orf42 | 0.07 | 0.07 | lasso | 5 | 0.06 | 9.0e-08 | 8.72 | 8.7 | 2.7e-18 | -0.02 | 0.01 | 0.99 | TRUE |
76 | The Cancer Genome Atlas | Brain Lower Grade Glioma | CRTC3 | 0.03 | 0.01 | blup | 78 | 0.01 | 4.2e-02 | 5.83 | -6.7 | 2.2e-11 | -0.04 | 0.02 | 0.60 | FALSE |
77 | The Cancer Genome Atlas | Brain Lower Grade Glioma | MFGE8 | 0.06 | 0.02 | blup | 73 | 0.03 | 7.1e-05 | -4.40 | -8.0 | 1.2e-15 | -0.04 | 0.38 | 0.02 | TRUE |
78 | The Cancer Genome Atlas | Brain Lower Grade Glioma | ZNF774 | 0.06 | 0.06 | lasso | 3 | 0.04 | 1.2e-05 | 7.69 | -7.5 | 4.6e-14 | -0.05 | 0.00 | 1.00 | FALSE |
79 | The Cancer Genome Atlas | Lung Adenocarcinoma | IQGAP1 | 0.06 | 0.04 | blup | 94 | 0.03 | 5.8e-05 | 6.76 | 7.4 | 1.1e-13 | 0.07 | 0.07 | 0.92 | FALSE |
80 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | IQGAP1 | 0.02 | 0.02 | blup | 94 | 0.02 | 6.2e-03 | 5.54 | 5.2 | 1.9e-07 | 0.03 | 0.08 | 0.33 | FALSE |
81 | The Cancer Genome Atlas | Pancreatic Adenocarcinoma | C15orf42 | 0.09 | 0.08 | lasso | 1 | 0.08 | 3.2e-04 | 9.29 | 9.3 | 1.5e-20 | -0.03 | 0.00 | 0.96 | FALSE |
82 | The Cancer Genome Atlas | Pancreatic Adenocarcinoma | DET1 | 0.06 | 0.09 | lasso | 3 | 0.08 | 2.4e-04 | 5.73 | -5.8 | 8.6e-09 | 0.03 | 0.10 | 0.20 | FALSE |
83 | The Cancer Genome Atlas | Pheochromocytoma and Paraganglioma | MFGE8 | 0.18 | 0.01 | lasso | 4 | 0.04 | 9.9e-03 | 11.74 | -16.7 | 1.4e-62 | -0.01 | 0.04 | 0.05 | TRUE |
84 | The Cancer Genome Atlas | Prostate Adenocarcinoma | IQGAP1 | 0.11 | 0.03 | enet | 8 | 0.06 | 1.4e-06 | 5.53 | 6.1 | 1.0e-09 | 0.10 | 0.07 | 0.92 | FALSE |
85 | The Cancer Genome Atlas | Stomach Adenocarcinoma | FES | 0.04 | 0.01 | blup | 46 | 0.02 | 1.7e-02 | -4.52 | 5.9 | 3.9e-09 | 0.09 | 0.02 | 0.06 | TRUE |
86 | The Cancer Genome Atlas | Stomach Adenocarcinoma | IQGAP1 | 0.12 | 0.07 | lasso | 4 | 0.07 | 1.4e-05 | 7.87 | 7.4 | 1.7e-13 | 0.04 | 0.01 | 0.99 | FALSE |
87 | The Cancer Genome Atlas | Testicular Germ Cell Tumors | IQGAP1 | 0.14 | 0.07 | lasso | 2 | 0.08 | 8.5e-04 | 5.61 | 5.9 | 4.2e-09 | 0.05 | 0.03 | 0.77 | FALSE |
88 | The Cancer Genome Atlas | Thyroid Carcinoma | IQGAP1 | 0.06 | 0.04 | blup | 95 | 0.08 | 3.0e-08 | 5.57 | 5.9 | 2.8e-09 | 0.04 | 0.03 | 0.97 | FALSE |