Best TWAS P=9.92e-25 · Best GWAS P=1.42e-28 conditioned to 1
# | 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 | INA | 0.21 | 0.31 | lasso | 2 | 0.30 | 6.9e-37 | -6.41 | -6.4 | 1.2e-10 | 0.23 | 1.00 | 0.00 | FALSE |
2 | CommonMind | Brain Pre-frontal Cortex | NT5C2 | 0.07 | 0.04 | lasso | 5 | 0.04 | 2.2e-05 | -6.20 | -6.6 | 3.9e-11 | 0.27 | 0.90 | 0.07 | FALSE |
3 | CommonMind | Brain Pre-frontal Cortex | OBFC1 | 0.12 | 0.04 | lasso | 3 | 0.05 | 8.4e-07 | 5.50 | -5.5 | 3.0e-08 | -0.03 | 0.22 | 0.77 | FALSE |
4 | CommonMind | Brain Pre-frontal Cortex | USMG5 | 0.03 | 0.01 | bslmm | 352 | 0.00 | 7.5e-02 | -5.83 | 7.2 | 8.8e-13 | -0.51 | 0.17 | 0.38 | FALSE |
5 | GTEx | Adipose Subcutaneous | CALHM2 | 0.09 | 0.07 | lasso | 5 | 0.07 | 1.7e-06 | -3.41 | -5.5 | 5.1e-08 | 0.27 | 0.94 | 0.03 | FALSE |
6 | GTEx | Adipose Subcutaneous | CYP17A1-AS1 | 0.05 | 0.02 | enet | 10 | 0.03 | 2.8e-03 | -6.07 | -6.2 | 6.7e-10 | 0.67 | 0.22 | 0.41 | FALSE |
7 | GTEx | Adipose Visceral Omentum | MIR1307 | 0.47 | 0.47 | lasso | 10 | 0.46 | 1.6e-26 | -5.83 | -6.0 | 2.1e-09 | 0.33 | 1.00 | 0.00 | FALSE |
8 | GTEx | Adrenal Gland | MIR1307 | 0.43 | 0.32 | enet | 20 | 0.36 | 1.1e-13 | -5.90 | -7.6 | 2.2e-14 | 0.28 | 1.00 | 0.00 | FALSE |
9 | GTEx | Artery Aorta | ARL3 | 0.19 | 0.07 | lasso | 6 | 0.06 | 4.8e-04 | -3.43 | 5.2 | 2.5e-07 | -0.71 | 0.34 | 0.43 | FALSE |
10 | GTEx | Artery Aorta | MIR1307 | 0.57 | 0.60 | enet | 27 | 0.62 | 2.3e-42 | -5.98 | -5.5 | 4.0e-08 | 0.26 | 1.00 | 0.00 | FALSE |
11 | GTEx | Artery Coronary | MIR1307 | 0.34 | 0.38 | lasso | 2 | 0.32 | 2.0e-11 | -5.90 | -5.9 | 3.7e-09 | 0.33 | 1.00 | 0.00 | FALSE |
12 | GTEx | Artery Tibial | NT5C2 | 0.06 | 0.04 | lasso | 9 | 0.02 | 1.5e-02 | -4.87 | 5.2 | 1.7e-07 | -0.40 | 0.34 | 0.09 | FALSE |
13 | GTEx | Artery Tibial | MIR1307 | 0.44 | 0.53 | lasso | 8 | 0.54 | 2.3e-49 | -5.83 | -6.0 | 1.7e-09 | 0.32 | 1.00 | 0.00 | FALSE |
14 | GTEx | Brain Caudate basal ganglia | MIR1307 | 0.44 | 0.41 | lasso | 7 | 0.41 | 7.6e-13 | -5.98 | -5.7 | 1.4e-08 | 0.32 | 1.00 | 0.00 | FALSE |
15 | GTEx | Brain Cerebellar Hemisphere | MIR1307 | 0.41 | 0.48 | lasso | 4 | 0.46 | 2.2e-13 | -5.98 | -6.0 | 2.2e-09 | 0.33 | 1.00 | 0.00 | FALSE |
16 | GTEx | Brain Cerebellum | MIR1307 | 0.29 | 0.38 | lasso | 4 | 0.36 | 1.4e-11 | -5.83 | -6.0 | 2.2e-09 | 0.33 | 0.99 | 0.00 | FALSE |
17 | GTEx | Brain Cortex | NT5C2 | 0.20 | 0.04 | enet | 14 | 0.05 | 1.7e-02 | 1.37 | -5.3 | 1.4e-07 | 0.28 | 0.13 | 0.13 | TRUE |
18 | GTEx | Brain Cortex | MIR1307 | 0.40 | 0.46 | enet | 11 | 0.44 | 1.7e-13 | -5.98 | -6.5 | 8.4e-11 | 0.32 | 0.99 | 0.01 | FALSE |
19 | GTEx | Brain Frontal Cortex BA9 | MIR1307 | 0.53 | 0.53 | lasso | 7 | 0.53 | 1.7e-16 | -5.98 | -5.6 | 2.0e-08 | 0.33 | 1.00 | 0.00 | FALSE |
20 | GTEx | Brain Hippocampus | MIR1307 | 0.39 | 0.47 | lasso | 5 | 0.46 | 3.9e-12 | -5.90 | -5.9 | 4.4e-09 | 0.33 | 0.98 | 0.00 | FALSE |
21 | GTEx | Brain Hypothalamus | MIR1307 | 0.42 | 0.48 | lasso | 6 | 0.45 | 7.4e-12 | -5.98 | -6.0 | 2.6e-09 | 0.33 | 0.98 | 0.01 | FALSE |
22 | GTEx | Brain Nucleus accumbens basal ganglia | MIR1307 | 0.51 | 0.51 | lasso | 11 | 0.51 | 6.7e-16 | -5.90 | -5.8 | 8.9e-09 | 0.33 | 1.00 | 0.00 | FALSE |
23 | GTEx | Brain Putamen basal ganglia | MIR1307 | 0.57 | 0.44 | lasso | 9 | 0.45 | 4.2e-12 | -5.98 | -5.2 | 2.4e-07 | 0.31 | 0.95 | 0.02 | FALSE |
24 | GTEx | Breast Mammary Tissue | CYP17A1-AS1 | 0.10 | -0.01 | enet | 28 | 0.00 | 2.4e-01 | -3.35 | -6.8 | 7.6e-12 | 0.52 | 0.08 | 0.59 | FALSE |
25 | GTEx | Breast Mammary Tissue | MIR1307 | 0.32 | 0.41 | lasso | 6 | 0.41 | 2.0e-22 | -5.98 | -6.2 | 6.8e-10 | 0.32 | 1.00 | 0.00 | FALSE |
26 | GTEx | Breast Mammary Tissue | RP11-225H22.7 | 0.12 | 0.08 | lasso | 4 | 0.03 | 7.4e-03 | -5.83 | -5.8 | 8.6e-09 | 0.33 | 0.28 | 0.13 | FALSE |
27 | GTEx | Breast Mammary Tissue (Female) | CYP17A1-AS1 | 0.14 | 0.01 | lasso | 11 | 0.00 | 4.7e-01 | -9.68 | -8.8 | 1.2e-18 | 0.87 | 0.03 | 0.62 | FALSE |
28 | GTEx | Breast Mammary Tissue (Female) | MIR1307 | 0.36 | 0.40 | lasso | 4 | 0.40 | 4.7e-13 | -6.01 | -6.1 | 8.4e-10 | 0.30 | 1.00 | 0.00 | FALSE |
29 | GTEx | Cells EBV-transformed lymphocytes | MIR1307 | 0.58 | 0.59 | lasso | 11 | 0.60 | 3.1e-24 | -5.98 | -6.3 | 2.5e-10 | 0.31 | 1.00 | 0.00 | FALSE |
30 | GTEx | Cells Transformed fibroblasts | GBF1 | 0.07 | 0.00 | enet | 2 | 0.00 | 1.4e-01 | -6.07 | -6.1 | 1.2e-09 | 0.78 | 0.05 | 0.48 | FALSE |
31 | GTEx | Cells Transformed fibroblasts | SUFU | 0.07 | 0.04 | lasso | 3 | 0.04 | 3.5e-04 | -9.86 | -7.5 | 6.5e-14 | 0.83 | 0.40 | 0.11 | FALSE |
32 | GTEx | Cells Transformed fibroblasts | OBFC1 | 0.14 | 0.07 | lasso | 4 | 0.06 | 4.9e-05 | 5.50 | -5.3 | 9.0e-08 | -0.03 | 0.16 | 0.79 | FALSE |
33 | GTEx | Cells Transformed fibroblasts | CALHM2 | 0.12 | 0.12 | enet | 15 | 0.12 | 1.9e-09 | -3.78 | -5.3 | 1.3e-07 | 0.30 | 1.00 | 0.00 | FALSE |
34 | GTEx | Cells Transformed fibroblasts | ARL3 | 0.07 | 0.00 | enet | 13 | 0.04 | 1.2e-03 | -3.54 | 6.5 | 6.5e-11 | -0.58 | 0.04 | 0.80 | FALSE |
35 | GTEx | Cells Transformed fibroblasts | MIR1307 | 0.59 | 0.61 | enet | 31 | 0.63 | 2.2e-60 | -5.98 | -5.8 | 5.9e-09 | 0.31 | 1.00 | 0.00 | FALSE |
36 | GTEx | Colon Sigmoid | MIR1307 | 0.60 | 0.56 | lasso | 10 | 0.54 | 2.1e-22 | -5.83 | -5.9 | 3.6e-09 | 0.34 | 1.00 | 0.00 | FALSE |
37 | GTEx | Colon Transverse | MIR1307 | 0.40 | 0.47 | lasso | 4 | 0.48 | 2.6e-25 | -5.90 | -6.2 | 7.1e-10 | 0.33 | 1.00 | 0.00 | FALSE |
38 | GTEx | Esophagus Gastroesophageal Junction | CYP17A1-AS1 | 0.23 | 0.08 | enet | 23 | 0.13 | 1.9e-05 | -4.93 | -5.5 | 4.0e-08 | 0.64 | 0.17 | 0.30 | TRUE |
39 | GTEx | Esophagus Gastroesophageal Junction | MIR1307 | 0.33 | 0.44 | lasso | 6 | 0.44 | 1.1e-17 | -5.83 | -6.3 | 3.2e-10 | 0.32 | 1.00 | 0.00 | FALSE |
40 | GTEx | Esophagus Mucosa | MIR1307 | 0.45 | 0.54 | lasso | 4 | 0.53 | 2.9e-41 | -5.98 | -6.0 | 2.2e-09 | 0.33 | 1.00 | 0.00 | FALSE |
41 | GTEx | Esophagus Muscularis | MIR1307 | 0.52 | 0.50 | enet | 9 | 0.50 | 2.4e-34 | -5.90 | -6.1 | 1.0e-09 | 0.31 | 1.00 | 0.00 | FALSE |
42 | GTEx | Heart Atrial Appendage | MIR1307 | 0.61 | 0.62 | enet | 7 | 0.63 | 2.0e-35 | -5.90 | -5.4 | 6.3e-08 | 0.30 | 1.00 | 0.00 | FALSE |
43 | GTEx | Heart Left Ventricle | MIR1307 | 0.46 | 0.45 | enet | 23 | 0.46 | 1.3e-26 | -5.90 | -5.9 | 4.7e-09 | 0.29 | 1.00 | 0.00 | FALSE |
44 | GTEx | Liver | MIR1307 | 0.21 | 0.21 | lasso | 6 | 0.15 | 6.0e-05 | -5.90 | -6.1 | 9.6e-10 | 0.33 | 0.44 | 0.10 | FALSE |
45 | GTEx | Lung | MIR1307 | 0.44 | 0.49 | enet | 22 | 0.53 | 2.6e-47 | -5.98 | -5.7 | 1.2e-08 | 0.32 | 1.00 | 0.00 | FALSE |
46 | GTEx | Muscle Skeletal | MIR1307 | 0.61 | 0.62 | enet | 27 | 0.65 | 3.7e-83 | -5.90 | -6.3 | 2.9e-10 | 0.33 | 1.00 | 0.00 | FALSE |
47 | GTEx | Nerve Tibial | MIR1307 | 0.50 | 0.49 | lasso | 7 | 0.49 | 3.9e-39 | -5.90 | -6.0 | 1.8e-09 | 0.33 | 1.00 | 0.00 | FALSE |
48 | GTEx | Ovary | MIR1307 | 0.33 | 0.43 | lasso | 4 | 0.42 | 1.8e-11 | -5.98 | -5.9 | 3.5e-09 | 0.30 | 0.90 | 0.08 | FALSE |
49 | GTEx | Pancreas | MIR1307 | 0.48 | 0.38 | lasso | 6 | 0.40 | 5.0e-18 | -5.90 | -6.7 | 2.0e-11 | 0.31 | 1.00 | 0.00 | FALSE |
50 | GTEx | Pituitary | MIR1307 | 0.56 | 0.58 | lasso | 5 | 0.59 | 4.1e-18 | -5.98 | -6.0 | 2.2e-09 | 0.33 | 1.00 | 0.00 | FALSE |
51 | GTEx | Prostate | MIR1307 | 0.42 | 0.45 | lasso | 2 | 0.41 | 1.8e-11 | -5.83 | -5.7 | 1.0e-08 | 0.32 | 0.98 | 0.00 | FALSE |
52 | GTEx | Skin Not Sun Exposed Suprapubic | MIR1307 | 0.46 | 0.52 | enet | 23 | 0.52 | 4.4e-33 | -6.01 | -7.0 | 2.8e-12 | 0.40 | 1.00 | 0.00 | FALSE |
53 | GTEx | Skin Sun Exposed Lower leg | MIR1307 | 0.36 | 0.51 | lasso | 8 | 0.50 | 9.1e-48 | -5.98 | -6.1 | 9.0e-10 | 0.33 | 1.00 | 0.00 | FALSE |
54 | GTEx | Small Intestine Terminal Ileum | MIR1307 | 0.50 | 0.47 | enet | 21 | 0.45 | 1.9e-11 | -5.90 | -5.9 | 3.4e-09 | 0.33 | 0.98 | 0.00 | FALSE |
55 | GTEx | Spleen | MIR1307 | 0.53 | 0.57 | enet | 18 | 0.56 | 5.1e-17 | -5.98 | -6.7 | 2.6e-11 | 0.26 | 1.00 | 0.00 | FALSE |
56 | GTEx | Stomach | MIR1307 | 0.38 | 0.43 | enet | 13 | 0.46 | 1.7e-24 | -5.90 | -6.8 | 7.8e-12 | 0.27 | 1.00 | 0.00 | FALSE |
57 | GTEx | Testis | NT5C2 | 0.20 | 0.03 | lasso | 8 | 0.08 | 2.8e-04 | -9.86 | -9.7 | 2.5e-22 | 0.86 | 0.04 | 0.91 | TRUE |
58 | GTEx | Testis | CYP17A1-AS1 | 0.14 | 0.08 | enet | 5 | 0.10 | 2.3e-05 | -9.70 | 9.8 | 9.6e-23 | -0.97 | 0.05 | 0.93 | FALSE |
59 | GTEx | Thyroid | WBP1L | 0.26 | 0.10 | enet | 9 | 0.13 | 2.1e-10 | -4.29 | 7.4 | 1.1e-13 | -0.80 | 0.70 | 0.30 | FALSE |
60 | GTEx | Thyroid | MIR1307 | 0.52 | 0.57 | lasso | 5 | 0.57 | 1.2e-52 | -5.98 | -6.2 | 6.2e-10 | 0.33 | 1.00 | 0.00 | FALSE |
61 | GTEx | Vagina | MIR1307 | 0.36 | 0.40 | enet | 8 | 0.42 | 9.5e-11 | -5.90 | -6.0 | 2.7e-09 | 0.32 | 0.96 | 0.01 | FALSE |
62 | GTEx | Whole Blood | MIR1307 | 0.25 | 0.30 | lasso | 4 | 0.29 | 4.6e-27 | -5.98 | -6.0 | 1.4e-09 | 0.33 | 1.00 | 0.00 | FALSE |
63 | ROSMAP | Brain Pre-frontal Cortex | INA | 0.12 | 0.05 | lasso | 6 | 0.06 | 2.3e-08 | -6.41 | -5.9 | 3.7e-09 | 0.18 | 1.00 | 0.00 | TRUE |
64 | ROSMAP | Brain Pre-frontal Cortex | CNNM2 | 0.11 | 0.08 | lasso | 3 | 0.07 | 2.2e-09 | -10.25 | -10.3 | 9.9e-25 | 0.99 | 0.02 | 0.98 | TRUE |
65 | ROSMAP | Brain Pre-frontal Cortex | USMG5 | 0.04 | 0.03 | lasso | 9 | 0.03 | 1.6e-04 | -5.83 | 8.9 | 6.0e-19 | -0.64 | 0.04 | 0.94 | FALSE |
66 | ROSMAP | Brain Pre-frontal Cortex | CYP17A1-AS1 | 0.15 | 0.18 | lasso | 6 | 0.19 | 1.3e-23 | -4.58 | -6.3 | 2.2e-10 | 0.52 | 1.00 | 0.00 | FALSE |
67 | ROSMAP | Brain Pre-frontal Cortex | RP11-541N10.3 | 0.09 | 0.06 | enet | 10 | 0.06 | 1.6e-08 | 5.47 | -5.9 | 3.4e-09 | -0.04 | 0.23 | 0.77 | TRUE |
68 | YFS | Blood | NT5C2 | 0.13 | 0.10 | bslmm | 382 | 0.11 | 7.3e-35 | -10.85 | -9.6 | 6.2e-22 | 0.94 | 0.01 | 0.99 | FALSE |
69 | YFS | Blood | USMG5 | 0.50 | 0.71 | lasso | 4 | 0.71 | 0.0e+00 | -5.98 | -6.0 | 1.9e-09 | 0.33 | 1.00 | 0.00 | FALSE |
70 | The Cancer Genome Atlas | Bladder Urothelial Carcinoma | AS3MT | 0.06 | 0.09 | enet | 6 | 0.07 | 1.3e-06 | -5.35 | 7.7 | 1.1e-14 | -0.68 | 0.39 | 0.58 | TRUE |
71 | The Cancer Genome Atlas | Bladder Urothelial Carcinoma | SFXN2 | 0.18 | 0.13 | enet | 8 | 0.15 | 7.0e-13 | -5.17 | 5.2 | 2.4e-07 | -0.55 | 0.97 | 0.03 | FALSE |
72 | The Cancer Genome Atlas | Breast Invasive Carcinoma | SFXN2 | 0.12 | 0.09 | lasso | 4 | 0.10 | 4.4e-19 | -5.37 | 5.3 | 1.2e-07 | -0.56 | 0.99 | 0.01 | FALSE |
73 | The Cancer Genome Atlas | Colon Adenocarcinoma | SFXN2 | 0.11 | 0.05 | blup | 47 | 0.05 | 7.2e-04 | -5.17 | 5.3 | 1.4e-07 | -0.63 | 0.16 | 0.50 | FALSE |
74 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | AS3MT | 0.04 | 0.05 | enet | 3 | 0.04 | 8.6e-06 | -5.35 | 5.4 | 8.2e-08 | -0.44 | 0.74 | 0.10 | FALSE |
75 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | SFXN2 | 0.16 | 0.11 | enet | 6 | 0.12 | 6.4e-13 | -5.29 | 5.4 | 7.6e-08 | -0.56 | 0.99 | 0.01 | FALSE |
76 | The Cancer Genome Atlas | Liver Hepatocellular Carcinoma | SFXN2 | 0.20 | 0.08 | blup | 48 | 0.13 | 9.3e-07 | -5.37 | 5.7 | 1.3e-08 | -0.46 | 0.03 | 0.96 | FALSE |
77 | The Cancer Genome Atlas | Pancreatic Adenocarcinoma | PCGF6 | 0.10 | 0.03 | blup | 30 | 0.06 | 1.1e-03 | -6.41 | -5.5 | 4.5e-08 | 0.14 | 0.01 | 0.81 | TRUE |
78 | The Cancer Genome Atlas | Stomach Adenocarcinoma | AS3MT | 0.05 | 0.02 | blup | 62 | 0.03 | 2.1e-03 | 0.86 | -6.1 | 9.8e-10 | 0.72 | 0.03 | 0.30 | FALSE |
79 | The Cancer Genome Atlas | Stomach Adenocarcinoma | SFXN2 | 0.15 | 0.10 | enet | 9 | 0.11 | 2.4e-08 | -5.17 | 5.2 | 1.9e-07 | -0.53 | 0.24 | 0.76 | FALSE |
80 | The Cancer Genome Atlas | Thyroid Carcinoma | C10orf26 | 0.06 | 0.05 | lasso | 5 | 0.04 | 4.1e-05 | -4.93 | 6.8 | 7.2e-12 | -0.57 | 0.57 | 0.06 | TRUE |