Best TWAS P=8.2e-11 · Best GWAS P=1.7e-08 conditioned to 0.126
# | 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 | MAPT | 0.05 | 0.09 | blup | 31 | 0.09 | 3.4e-11 | -4.91 | 5.1 | 2.6e-07 | 0.35 | 0.01 | 0.98 | FALSE |
2 | GTEx | Adipose Subcutaneous | ARL17A | 0.58 | 0.25 | lasso | 5 | 0.37 | 1.3e-31 | 5.03 | 5.3 | 9.3e-08 | 0.89 | 0.00 | 1.00 | FALSE |
3 | GTEx | Adipose Subcutaneous | CRHR1-IT1 | 0.50 | 0.74 | enet | 27 | 0.74 | 3.4e-89 | -4.96 | -5.3 | 1.3e-07 | -0.31 | 0.01 | 0.98 | FALSE |
4 | GTEx | Adipose Subcutaneous | KANSL1-AS1 | 0.39 | 0.67 | enet | 18 | 0.68 | 3.7e-75 | -4.96 | -5.2 | 1.6e-07 | -0.31 | 0.01 | 0.98 | FALSE |
5 | GTEx | Adipose Visceral Omentum | ARL17A | 0.51 | 0.21 | lasso | 7 | 0.27 | 1.7e-14 | 5.64 | 5.5 | 3.7e-08 | 0.91 | 0.00 | 1.00 | FALSE |
6 | GTEx | Adrenal Gland | ARL17B | 0.40 | -0.01 | enet | 20 | 0.17 | 9.5e-07 | 0.23 | 5.3 | 1.3e-07 | 0.61 | 0.01 | 0.64 | FALSE |
7 | GTEx | Artery Aorta | MAPT | 0.14 | 0.08 | enet | 17 | 0.09 | 1.0e-05 | -4.94 | 5.8 | 8.4e-09 | 0.34 | 0.01 | 0.96 | FALSE |
8 | GTEx | Artery Aorta | NSFP1 | 0.40 | 0.19 | lasso | 5 | 0.24 | 3.3e-13 | 5.64 | 5.4 | 8.8e-08 | 0.90 | 0.00 | 1.00 | FALSE |
9 | GTEx | Artery Coronary | ARL17A | 0.39 | 0.19 | lasso | 5 | 0.20 | 3.0e-07 | 5.64 | 5.6 | 2.4e-08 | 0.94 | 0.00 | 1.00 | FALSE |
10 | GTEx | Artery Tibial | ARL17A | 0.69 | 0.37 | lasso | 9 | 0.44 | 5.4e-38 | 5.64 | 5.4 | 5.4e-08 | 0.92 | 0.00 | 1.00 | FALSE |
11 | GTEx | Brain Cerebellar Hemisphere | ARL17A | 0.69 | 0.23 | lasso | 14 | 0.28 | 8.3e-08 | 5.64 | 5.3 | 1.4e-07 | 0.90 | 0.00 | 1.00 | FALSE |
12 | GTEx | Brain Cerebellum | ARL17A | 0.69 | 0.35 | lasso | 13 | 0.44 | 2.1e-14 | 5.64 | 5.9 | 3.4e-09 | 0.95 | 0.00 | 1.00 | FALSE |
13 | GTEx | Brain Hippocampus | CRHR1-IT1 | 0.20 | 0.25 | enet | 15 | 0.24 | 1.9e-06 | -4.91 | -5.2 | 2.1e-07 | -0.30 | 0.01 | 0.97 | FALSE |
14 | GTEx | Brain Nucleus accumbens basal ganglia | ARL17B | 0.28 | 0.17 | enet | 9 | 0.19 | 7.1e-06 | 5.64 | 5.4 | 7.8e-08 | 0.81 | 0.00 | 0.93 | FALSE |
15 | GTEx | Breast Mammary Tissue | ARL17A | 0.63 | 0.24 | lasso | 7 | 0.34 | 4.2e-18 | 5.03 | 5.9 | 4.7e-09 | 0.87 | 0.01 | 0.99 | FALSE |
16 | GTEx | Breast Mammary Tissue | NSFP1 | 0.52 | 0.26 | lasso | 6 | 0.30 | 1.0e-15 | 5.03 | 5.3 | 1.3e-07 | 0.86 | 0.02 | 0.98 | FALSE |
17 | GTEx | Breast Mammary Tissue (Male) | NSFP1 | 0.28 | 0.02 | lasso | 4 | 0.01 | 1.9e-01 | 5.03 | 5.5 | 4.0e-08 | 0.87 | 0.01 | 0.72 | FALSE |
18 | GTEx | Breast Mammary Tissue (Female) | ARL17A | 0.63 | 0.23 | enet | 17 | 0.32 | 3.2e-10 | 5.03 | 5.7 | 9.4e-09 | 0.79 | 0.01 | 0.99 | FALSE |
19 | GTEx | Breast Mammary Tissue (Female) | ARL17B | 0.11 | -0.01 | enet | 18 | 0.03 | 4.0e-02 | 5.03 | 6.5 | 8.2e-11 | 0.70 | 0.02 | 0.52 | TRUE |
20 | GTEx | Breast Mammary Tissue (Female) | NSFP1 | 0.54 | 0.21 | lasso | 5 | 0.26 | 1.6e-08 | 5.03 | 5.4 | 6.3e-08 | 0.89 | 0.01 | 0.99 | FALSE |
21 | GTEx | Cells EBV-transformed lymphocytes | NSF | 0.20 | 0.07 | lasso | 2 | 0.10 | 3.4e-04 | 5.48 | -6.1 | 1.4e-09 | -0.70 | 0.01 | 0.93 | FALSE |
22 | GTEx | Cells EBV-transformed lymphocytes | KANSL1 | 0.50 | 0.14 | lasso | 5 | 0.30 | 2.4e-10 | 5.25 | -5.8 | 6.2e-09 | -0.64 | 0.01 | 0.98 | FALSE |
23 | GTEx | Cells Transformed fibroblasts | KANSL1 | 0.24 | 0.06 | lasso | 4 | 0.13 | 1.1e-09 | -4.13 | -5.6 | 1.8e-08 | -0.58 | 0.03 | 0.96 | FALSE |
24 | GTEx | Colon Sigmoid | MAPT | 0.12 | 0.18 | enet | 18 | 0.17 | 1.1e-06 | -4.96 | 5.9 | 3.0e-09 | 0.39 | 0.01 | 0.98 | FALSE |
25 | GTEx | Colon Transverse | ARL17A | 0.64 | 0.14 | lasso | 4 | 0.22 | 5.2e-11 | 5.03 | 5.1 | 2.9e-07 | 0.79 | 0.01 | 0.99 | FALSE |
26 | GTEx | Esophagus Gastroesophageal Junction | ARL17A | 0.53 | 0.26 | enet | 9 | 0.37 | 2.0e-14 | 5.03 | 5.2 | 1.7e-07 | 0.89 | 0.00 | 1.00 | FALSE |
27 | GTEx | Esophagus Gastroesophageal Junction | KANSL1-AS1 | 0.42 | 0.62 | lasso | 6 | 0.62 | 4.4e-28 | -4.94 | -5.2 | 2.6e-07 | -0.32 | 0.01 | 0.98 | FALSE |
28 | GTEx | Esophagus Gastroesophageal Junction | ARL17B | 0.15 | 0.06 | enet | 20 | 0.12 | 3.0e-05 | 5.03 | 6.0 | 2.3e-09 | 0.64 | 0.03 | 0.90 | FALSE |
29 | GTEx | Esophagus Gastroesophageal Junction | NSFP1 | 0.46 | 0.24 | lasso | 4 | 0.30 | 3.2e-11 | 5.64 | 5.4 | 5.1e-08 | 0.95 | 0.00 | 1.00 | FALSE |
30 | GTEx | Esophagus Mucosa | KANSL1 | 0.23 | 0.08 | lasso | 3 | 0.08 | 9.3e-06 | 5.25 | -5.2 | 2.4e-07 | -0.76 | 0.00 | 0.99 | FALSE |
31 | GTEx | Esophagus Muscularis | NSF | 0.17 | 0.00 | enet | 17 | 0.01 | 1.4e-01 | 5.48 | 5.3 | 1.3e-07 | 0.67 | 0.01 | 0.92 | FALSE |
32 | GTEx | Esophagus Muscularis | ARL17A | 0.57 | 0.32 | lasso | 4 | 0.40 | 4.1e-26 | 5.03 | 5.6 | 2.9e-08 | 0.93 | 0.00 | 1.00 | FALSE |
33 | GTEx | Esophagus Muscularis | MAPT | 0.04 | 0.02 | lasso | 5 | 0.01 | 5.1e-02 | -4.94 | 5.5 | 3.1e-08 | 0.34 | 0.01 | 0.54 | FALSE |
34 | GTEx | Heart Atrial Appendage | ARL17A | 0.39 | 0.20 | lasso | 4 | 0.22 | 5.3e-10 | 5.64 | 5.6 | 1.6e-08 | 0.94 | 0.00 | 1.00 | FALSE |
35 | GTEx | Heart Atrial Appendage | NSFP1 | 0.47 | 0.25 | lasso | 4 | 0.29 | 2.4e-13 | 5.64 | 5.6 | 1.9e-08 | 0.94 | 0.00 | 1.00 | FALSE |
36 | GTEx | Heart Left Ventricle | ARL17A | 0.30 | 0.15 | enet | 19 | 0.15 | 2.4e-08 | 5.64 | 5.3 | 1.1e-07 | 0.78 | 0.00 | 1.00 | FALSE |
37 | GTEx | Liver | ARL17A | 0.34 | 0.18 | lasso | 9 | 0.18 | 9.8e-06 | 5.64 | 5.7 | 9.7e-09 | 0.86 | 0.00 | 0.95 | FALSE |
38 | GTEx | Liver | NSFP1 | 0.27 | 0.24 | lasso | 2 | 0.22 | 6.3e-07 | 5.64 | 5.7 | 1.4e-08 | 1.00 | 0.00 | 0.99 | FALSE |
39 | GTEx | Muscle Skeletal | KANSL1 | 0.10 | 0.05 | enet | 9 | 0.04 | 1.7e-04 | 5.25 | -5.2 | 1.6e-07 | -0.65 | 0.00 | 0.98 | FALSE |
40 | GTEx | Muscle Skeletal | KANSL1-AS1 | 0.36 | 0.64 | enet | 16 | 0.65 | 1.4e-83 | -4.94 | -5.2 | 1.9e-07 | -0.32 | 0.01 | 0.98 | FALSE |
41 | GTEx | Nerve Tibial | ARL17A | 0.65 | 0.25 | lasso | 5 | 0.40 | 2.6e-30 | 5.64 | 5.2 | 1.7e-07 | 0.86 | 0.00 | 1.00 | FALSE |
42 | GTEx | Nerve Tibial | KANSL1-AS1 | 0.36 | 0.60 | enet | 19 | 0.60 | 1.9e-52 | -4.94 | -5.2 | 1.8e-07 | -0.33 | 0.01 | 0.98 | FALSE |
43 | GTEx | Ovary | KANSL1 | 0.15 | 0.04 | lasso | 3 | 0.10 | 2.1e-03 | 5.25 | -5.8 | 5.7e-09 | -0.69 | 0.01 | 0.52 | FALSE |
44 | GTEx | Ovary | ARL17A | 0.42 | 0.15 | enet | 5 | 0.16 | 9.6e-05 | 5.64 | 6.1 | 8.2e-10 | 0.87 | 0.00 | 0.98 | FALSE |
45 | GTEx | Pancreas | CRHR1-IT1 | 0.37 | 0.45 | enet | 22 | 0.44 | 3.5e-20 | -4.89 | -5.1 | 2.7e-07 | -0.33 | 0.01 | 0.98 | FALSE |
46 | GTEx | Pituitary | KANSL1 | 0.58 | 0.24 | lasso | 4 | 0.24 | 8.9e-07 | 5.25 | -5.1 | 3.0e-07 | -0.75 | 0.00 | 0.96 | FALSE |
47 | GTEx | Pituitary | ARL17A | 0.63 | 0.43 | lasso | 6 | 0.42 | 8.6e-12 | 5.64 | 5.7 | 1.5e-08 | 0.99 | 0.00 | 1.00 | FALSE |
48 | GTEx | Pituitary | ARL17B | 0.27 | 0.22 | enet | 6 | 0.21 | 4.7e-06 | 5.64 | 6.2 | 6.0e-10 | 0.87 | 0.00 | 0.96 | FALSE |
49 | GTEx | Pituitary | NSFP1 | 0.52 | 0.36 | lasso | 5 | 0.36 | 5.6e-10 | 5.64 | 5.3 | 1.3e-07 | 0.96 | 0.00 | 1.00 | FALSE |
50 | GTEx | Skin Not Sun Exposed Suprapubic | LRRC37A2 | 0.32 | 0.31 | lasso | 4 | 0.35 | 4.8e-20 | -4.21 | -5.2 | 1.6e-07 | -0.46 | 0.59 | 0.38 | FALSE |
51 | GTEx | Skin Sun Exposed Lower leg | LRRC37A2 | 0.22 | 0.33 | enet | 20 | 0.35 | 2.3e-30 | -4.13 | -5.2 | 2.4e-07 | -0.46 | 0.60 | 0.36 | FALSE |
52 | GTEx | Spleen | CRHR1 | 0.29 | 0.36 | enet | 16 | 0.34 | 1.7e-09 | -4.84 | -5.2 | 2.0e-07 | -0.33 | 0.01 | 0.98 | FALSE |
53 | GTEx | Stomach | KANSL1-AS1 | 0.37 | 0.53 | enet | 14 | 0.53 | 1.1e-29 | -4.83 | -5.3 | 1.5e-07 | -0.33 | 0.01 | 0.98 | FALSE |
54 | GTEx | Stomach | LRRC37A4P | 0.31 | 0.41 | lasso | 9 | 0.43 | 3.9e-22 | -4.91 | 5.1 | 2.8e-07 | 0.32 | 0.01 | 0.98 | FALSE |
55 | GTEx | Testis | WNT3 | 0.14 | 0.10 | enet | 10 | 0.14 | 9.9e-07 | -4.04 | -5.2 | 2.1e-07 | -0.49 | 0.41 | 0.54 | FALSE |
56 | GTEx | Testis | LRRC37A | 0.71 | 0.46 | enet | 10 | 0.55 | 5.7e-29 | 5.64 | 5.4 | 7.0e-08 | 0.85 | 0.00 | 1.00 | FALSE |
57 | GTEx | Testis | PLEKHM1 | 0.14 | 0.10 | lasso | 12 | 0.07 | 5.5e-04 | -4.91 | 5.1 | 2.8e-07 | 0.30 | 0.01 | 0.95 | FALSE |
58 | GTEx | Thyroid | ARL17A | 0.48 | 0.19 | lasso | 7 | 0.24 | 2.2e-18 | 5.64 | 5.1 | 2.7e-07 | 0.84 | 0.00 | 1.00 | FALSE |
59 | GTEx | Thyroid | CRHR1-IT1 | 0.37 | 0.53 | enet | 31 | 0.53 | 1.0e-47 | -4.89 | -5.1 | 2.7e-07 | -0.30 | 0.01 | 0.98 | FALSE |
60 | GTEx | Uterus | LRRC37A | 0.39 | 0.44 | lasso | 16 | 0.44 | 3.2e-10 | -4.83 | -5.3 | 1.4e-07 | -0.38 | 0.12 | 0.87 | FALSE |
61 | GTEx | Uterus | CRHR1-IT1 | 0.54 | 0.66 | enet | 19 | 0.69 | 4.4e-19 | -4.90 | -5.1 | 2.7e-07 | -0.31 | 0.01 | 0.98 | FALSE |
62 | METSIM | Adipose | LRRC37A | 0.56 | 0.25 | lasso | 5 | 0.32 | 5.5e-49 | 5.64 | 5.7 | 1.2e-08 | 0.92 | 0.00 | 1.00 | FALSE |
63 | The Cancer Genome Atlas | Bladder Urothelial Carcinoma | LRRC37A2 | 0.28 | 0.39 | lasso | 6 | 0.43 | 6.6e-40 | -4.13 | -5.2 | 1.9e-07 | -0.43 | 0.57 | 0.40 | FALSE |
64 | The Cancer Genome Atlas | Colon Adenocarcinoma | LRRC37A2 | 0.21 | 0.21 | blup | 48 | 0.21 | 3.0e-12 | -4.13 | -5.2 | 2.3e-07 | -0.43 | 0.59 | 0.37 | FALSE |
65 | The Cancer Genome Atlas | Esophageal Carcinoma | LRRC37A2 | 0.46 | 0.24 | blup | 47 | 0.29 | 1.1e-09 | -4.13 | -5.2 | 1.8e-07 | -0.41 | 0.52 | 0.45 | FALSE |
66 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | LRRC37A2 | 0.33 | 0.35 | lasso | 4 | 0.41 | 7.2e-50 | -4.25 | -5.6 | 2.4e-08 | -0.53 | 0.60 | 0.37 | FALSE |
67 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | LRRC37A | 0.24 | 0.16 | lasso | 2 | 0.19 | 3.9e-21 | -4.25 | -5.6 | 2.6e-08 | -0.51 | 0.60 | 0.36 | FALSE |
68 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | WNT3 | 0.04 | 0.03 | blup | 57 | 0.04 | 3.2e-05 | -4.27 | -5.5 | 3.1e-08 | -0.31 | 0.36 | 0.37 | FALSE |
69 | The Cancer Genome Atlas | Liver Hepatocellular Carcinoma | LRRC37A2 | 0.31 | 0.33 | lasso | 6 | 0.36 | 9.1e-18 | -4.22 | -5.3 | 1.4e-07 | -0.49 | 0.59 | 0.38 | FALSE |
70 | The Cancer Genome Atlas | Ovarian Serous Cystadenocarcinoma | LRRC37A2 | 0.19 | 0.25 | enet | 8 | 0.28 | 2.0e-19 | -4.13 | -5.6 | 1.7e-08 | -0.54 | 0.61 | 0.36 | FALSE |
71 | The Cancer Genome Atlas | Ovarian Serous Cystadenocarcinoma | MAPT | 0.09 | 0.04 | blup | 84 | 0.08 | 8.7e-06 | -4.25 | 5.4 | 7.3e-08 | 0.51 | 0.33 | 0.63 | FALSE |
72 | The Cancer Genome Atlas | Prostate Adenocarcinoma | KIAA1267 | 0.05 | 0.04 | enet | 5 | 0.06 | 1.5e-06 | -4.13 | -5.3 | 9.5e-08 | -0.49 | 0.10 | 0.81 | FALSE |
73 | The Cancer Genome Atlas | Prostate Adenocarcinoma | LRRC37A2 | 0.35 | 0.43 | enet | 18 | 0.46 | 5.3e-54 | -4.24 | -5.7 | 1.1e-08 | -0.47 | 0.61 | 0.35 | FALSE |
74 | The Cancer Genome Atlas | Rectum Adenocarcinoma | LRRC37A2 | 0.32 | 0.24 | enet | 8 | 0.33 | 1.4e-08 | -4.22 | -5.3 | 1.4e-07 | -0.41 | 0.32 | 0.60 | FALSE |
75 | The Cancer Genome Atlas | Soft Tissue Sarcoma | LRRC37A2 | 0.43 | 0.26 | enet | 22 | 0.37 | 3.8e-23 | -4.33 | -5.6 | 2.3e-08 | -0.60 | 0.59 | 0.37 | FALSE |
76 | The Cancer Genome Atlas | Skin Cutaneous Melanoma | LRRC37A2 | 0.37 | 0.27 | enet | 15 | 0.34 | 5.2e-10 | -4.13 | -5.7 | 9.9e-09 | -0.50 | 0.43 | 0.48 | FALSE |
77 | The Cancer Genome Atlas | Stomach Adenocarcinoma | LRRC37A2 | 0.27 | 0.27 | lasso | 6 | 0.30 | 2.8e-22 | -4.20 | -5.3 | 1.1e-07 | -0.47 | 0.60 | 0.37 | FALSE |
78 | The Cancer Genome Atlas | Testicular Germ Cell Tumors | LRRC37A2 | 0.40 | 0.14 | lasso | 6 | 0.21 | 4.4e-08 | 5.25 | -6.1 | 1.0e-09 | -0.71 | 0.01 | 0.98 | FALSE |
79 | The Cancer Genome Atlas | Thyroid Carcinoma | KIAA1267 | 0.09 | 0.03 | lasso | 3 | 0.01 | 7.5e-02 | 5.25 | -5.3 | 1.0e-07 | -0.75 | 0.00 | 0.81 | FALSE |
80 | The Cancer Genome Atlas | Uterine Corpus Endometrial Carcinoma | LRRC37A2 | 0.34 | 0.21 | blup | 48 | 0.29 | 9.1e-09 | -4.13 | -5.5 | 4.6e-08 | -0.55 | 0.58 | 0.36 | FALSE |