Best TWAS P=4.75e-15 · Best GWAS P=4.39e-14 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 | SEPT2 | 0.52 | 0.29 | bslmm | 377 | 0.44 | 2.0e-59 | 5.3 | 6.0 | 1.7e-09 | -0.24 | 1.00 | 0.00 | FALSE |
2 | GTEx | Adipose Subcutaneous | SEPT2 | 0.45 | 0.36 | enet | 32 | 0.43 | 3.0e-38 | 5.3 | 6.6 | 3.4e-11 | -0.42 | 1.00 | 0.00 | FALSE |
3 | GTEx | Adipose Subcutaneous | AC005104.3 | 0.12 | 0.03 | lasso | 5 | 0.06 | 1.5e-05 | 5.3 | 5.9 | 3.3e-09 | -0.46 | 0.10 | 0.81 | FALSE |
4 | GTEx | Adipose Visceral Omentum | SEPT2 | 0.45 | 0.37 | lasso | 4 | 0.39 | 1.9e-21 | 5.3 | 5.2 | 2.5e-07 | -0.24 | 1.00 | 0.00 | FALSE |
5 | GTEx | Adipose Visceral Omentum | BOK | 0.20 | 0.12 | lasso | 4 | 0.12 | 1.4e-06 | -7.2 | -6.9 | 5.4e-12 | 0.08 | 0.04 | 0.96 | FALSE |
6 | GTEx | Adipose Visceral Omentum | AC005104.3 | 0.17 | 0.14 | lasso | 3 | 0.09 | 3.0e-05 | 5.3 | 5.5 | 3.5e-08 | -0.24 | 0.98 | 0.01 | FALSE |
7 | GTEx | Adrenal Gland | SEPT2 | 0.43 | 0.15 | lasso | 8 | 0.18 | 7.4e-07 | 5.4 | 5.9 | 4.3e-09 | -0.34 | 0.99 | 0.01 | FALSE |
8 | GTEx | Adrenal Gland | AC005104.3 | 0.22 | -0.01 | lasso | 5 | -0.01 | 7.7e-01 | 4.2 | 5.4 | 6.3e-08 | -0.32 | 0.14 | 0.09 | FALSE |
9 | GTEx | Artery Aorta | SEPT2 | 0.60 | 0.38 | lasso | 9 | 0.46 | 5.8e-28 | 5.3 | 7.0 | 3.4e-12 | -0.50 | 1.00 | 0.00 | FALSE |
10 | GTEx | Artery Aorta | AC005104.3 | 0.10 | 0.01 | lasso | 4 | 0.01 | 1.6e-01 | -4.8 | 6.8 | 1.4e-11 | -0.45 | 0.08 | 0.29 | FALSE |
11 | GTEx | Artery Coronary | FARP2 | 0.21 | 0.02 | lasso | 5 | 0.04 | 1.3e-02 | -4.0 | -5.3 | 1.1e-07 | 0.61 | 0.11 | 0.09 | FALSE |
12 | GTEx | Artery Coronary | SEPT2 | 0.38 | 0.18 | enet | 22 | 0.17 | 1.7e-06 | 5.3 | 6.2 | 7.1e-10 | -0.42 | 0.26 | 0.29 | FALSE |
13 | GTEx | Artery Tibial | HDLBP | 0.16 | 0.08 | enet | 15 | 0.12 | 8.4e-10 | 6.7 | -6.3 | 2.3e-10 | 0.53 | 0.57 | 0.43 | FALSE |
14 | GTEx | Artery Tibial | SEPT2 | 0.58 | 0.50 | lasso | 13 | 0.58 | 1.4e-55 | 5.3 | 6.4 | 1.6e-10 | -0.40 | 1.00 | 0.00 | FALSE |
15 | GTEx | Artery Tibial | AC005104.3 | 0.18 | 0.14 | lasso | 5 | 0.12 | 6.7e-10 | 5.3 | 5.7 | 1.2e-08 | -0.28 | 1.00 | 0.00 | FALSE |
16 | GTEx | Brain Cerebellar Hemisphere | FARP2 | 0.30 | 0.28 | lasso | 6 | 0.31 | 9.9e-09 | -4.7 | -6.0 | 2.7e-09 | 0.78 | 0.14 | 0.85 | FALSE |
17 | GTEx | Brain Cerebellar Hemisphere | HDLBP | 0.29 | 0.09 | lasso | 7 | 0.10 | 1.2e-03 | 3.7 | -5.5 | 5.1e-08 | 0.55 | 0.12 | 0.40 | FALSE |
18 | GTEx | Brain Cerebellum | FARP2 | 0.47 | 0.51 | lasso | 6 | 0.51 | 2.7e-17 | -5.7 | -5.6 | 2.0e-08 | 0.74 | 0.66 | 0.34 | FALSE |
19 | GTEx | Brain Frontal Cortex BA9 | SEPT2 | 0.30 | -0.01 | enet | 32 | 0.02 | 1.1e-01 | 5.3 | 6.2 | 5.3e-10 | -0.23 | 0.07 | 0.05 | FALSE |
20 | GTEx | Breast Mammary Tissue | SEPT2 | 0.46 | 0.33 | enet | 37 | 0.35 | 5.2e-19 | 5.3 | 6.1 | 9.9e-10 | -0.40 | 1.00 | 0.00 | FALSE |
21 | GTEx | Breast Mammary Tissue (Male) | SEPT2 | 0.18 | 0.31 | lasso | 2 | 0.29 | 1.6e-07 | 5.3 | 5.3 | 9.9e-08 | -0.21 | 0.31 | 0.05 | FALSE |
22 | GTEx | Cells Transformed fibroblasts | SEPT2 | 0.34 | 0.14 | lasso | 6 | 0.32 | 5.5e-25 | 5.3 | 6.5 | 5.8e-11 | -0.50 | 1.00 | 0.00 | FALSE |
23 | GTEx | Colon Sigmoid | SEPT2 | 0.55 | 0.49 | lasso | 8 | 0.48 | 4.7e-19 | 5.3 | 5.8 | 5.3e-09 | -0.27 | 1.00 | 0.00 | FALSE |
24 | GTEx | Colon Sigmoid | AC005104.3 | 0.26 | 0.21 | lasso | 3 | 0.20 | 1.9e-07 | 5.3 | 5.3 | 9.9e-08 | -0.21 | 0.81 | 0.01 | FALSE |
25 | GTEx | Colon Transverse | STK25 | 0.14 | 0.07 | lasso | 5 | 0.10 | 2.6e-05 | -5.5 | -5.7 | 1.1e-08 | 0.69 | 0.60 | 0.22 | FALSE |
26 | GTEx | Colon Transverse | SEPT2 | 0.46 | 0.34 | lasso | 6 | 0.43 | 2.0e-22 | 5.3 | 6.0 | 2.7e-09 | -0.32 | 1.00 | 0.00 | FALSE |
27 | GTEx | Esophagus Gastroesophageal Junction | SEPT2 | 0.66 | 0.38 | enet | 29 | 0.50 | 7.1e-21 | 5.3 | 6.6 | 3.9e-11 | -0.50 | 1.00 | 0.00 | FALSE |
28 | GTEx | Esophagus Mucosa | SEPT2 | 0.59 | 0.50 | enet | 37 | 0.56 | 2.7e-44 | 5.3 | 5.6 | 2.2e-08 | -0.24 | 1.00 | 0.00 | FALSE |
29 | GTEx | Esophagus Muscularis | SEPT2 | 0.57 | 0.34 | enet | 34 | 0.48 | 1.7e-32 | 5.3 | 6.8 | 1.2e-11 | -0.52 | 1.00 | 0.00 | FALSE |
30 | GTEx | Heart Atrial Appendage | HDLBP | 0.14 | 0.02 | enet | 15 | 0.07 | 4.3e-04 | 3.4 | -5.8 | 7.7e-09 | 0.59 | 0.14 | 0.59 | FALSE |
31 | GTEx | Heart Atrial Appendage | SEPT2 | 0.26 | 0.21 | lasso | 5 | 0.20 | 1.7e-09 | 5.3 | 5.5 | 3.0e-08 | -0.26 | 0.98 | 0.00 | FALSE |
32 | GTEx | Heart Atrial Appendage | BOK | 0.15 | 0.01 | enet | 18 | 0.08 | 2.1e-04 | -7.1 | -6.5 | 6.1e-11 | 0.26 | 0.05 | 0.48 | FALSE |
33 | GTEx | Heart Left Ventricle | SEPT2 | 0.30 | 0.17 | lasso | 5 | 0.26 | 6.7e-14 | 5.4 | 6.3 | 2.7e-10 | -0.38 | 1.00 | 0.00 | FALSE |
34 | GTEx | Lung | SEPT2 | 0.42 | 0.33 | lasso | 6 | 0.38 | 2.6e-30 | 5.3 | 6.0 | 1.5e-09 | -0.37 | 1.00 | 0.00 | TRUE |
35 | GTEx | Lung | AC005104.3 | 0.10 | 0.03 | lasso | 5 | 0.03 | 1.3e-03 | 5.4 | 6.3 | 2.4e-10 | -0.59 | 0.39 | 0.43 | TRUE |
36 | GTEx | Muscle Skeletal | SEPT2 | 0.39 | 0.22 | enet | 46 | 0.26 | 1.0e-25 | 5.3 | 6.2 | 4.9e-10 | -0.34 | 1.00 | 0.00 | FALSE |
37 | GTEx | Nerve Tibial | HDLBP | 0.21 | 0.08 | lasso | 6 | 0.13 | 1.6e-09 | 3.4 | -5.2 | 2.5e-07 | 0.49 | 0.84 | 0.16 | FALSE |
38 | GTEx | Nerve Tibial | SEPT2 | 0.70 | 0.52 | lasso | 11 | 0.58 | 1.4e-49 | 5.3 | 6.3 | 3.0e-10 | -0.37 | 1.00 | 0.00 | FALSE |
39 | GTEx | Nerve Tibial | AC005104.3 | 0.28 | 0.21 | enet | 19 | 0.24 | 4.6e-17 | 5.3 | 5.1 | 2.8e-07 | -0.34 | 1.00 | 0.00 | FALSE |
40 | GTEx | Ovary | SEPT2 | 0.56 | 0.29 | lasso | 5 | 0.23 | 2.4e-06 | 5.3 | 5.5 | 3.2e-08 | -0.27 | 0.45 | 0.08 | FALSE |
41 | GTEx | Pancreas | SEPT2 | 0.24 | 0.19 | lasso | 7 | 0.17 | 9.3e-08 | 5.4 | 6.2 | 6.3e-10 | -0.36 | 0.94 | 0.04 | FALSE |
42 | GTEx | Skin Not Sun Exposed Suprapubic | HDLBP | 0.12 | 0.05 | enet | 9 | 0.08 | 5.2e-05 | 6.5 | -6.3 | 2.8e-10 | 0.54 | 0.25 | 0.61 | FALSE |
43 | GTEx | Skin Sun Exposed Lower leg | SEPT2 | 0.55 | 0.36 | lasso | 9 | 0.37 | 7.6e-32 | 5.3 | 5.4 | 5.4e-08 | -0.27 | 1.00 | 0.00 | FALSE |
44 | GTEx | Spleen | SEPT2 | 0.57 | 0.40 | enet | 26 | 0.42 | 5.9e-12 | 5.3 | 6.3 | 2.5e-10 | -0.35 | 0.98 | 0.01 | FALSE |
45 | GTEx | Stomach | SEPT2 | 0.24 | 0.27 | lasso | 8 | 0.25 | 3.6e-12 | 5.3 | 5.7 | 1.4e-08 | -0.26 | 1.00 | 0.00 | FALSE |
46 | GTEx | Testis | SEPT2 | 0.27 | 0.13 | lasso | 9 | 0.17 | 7.4e-08 | 5.4 | 6.4 | 1.3e-10 | -0.52 | 0.97 | 0.02 | FALSE |
47 | GTEx | Thyroid | SEPT2 | 0.55 | 0.43 | lasso | 8 | 0.45 | 4.7e-38 | 5.3 | 6.5 | 1.1e-10 | -0.35 | 1.00 | 0.00 | FALSE |
48 | GTEx | Thyroid | AC005104.3 | 0.11 | 0.06 | lasso | 5 | 0.08 | 1.1e-06 | 5.3 | 6.2 | 4.8e-10 | -0.30 | 0.92 | 0.03 | FALSE |
49 | GTEx | Vagina | SEPT2 | 0.50 | 0.02 | enet | 35 | 0.06 | 1.5e-02 | 5.3 | 7.0 | 2.8e-12 | -0.53 | 0.03 | 0.33 | TRUE |
50 | GTEx | Whole Blood | SEPT2 | 0.26 | 0.10 | lasso | 5 | 0.12 | 1.8e-11 | 5.3 | 6.7 | 2.2e-11 | -0.43 | 1.00 | 0.00 | FALSE |
51 | GTEx | Whole Blood | AC005104.3 | 0.07 | 0.02 | enet | 9 | 0.01 | 2.0e-02 | -7.5 | 7.2 | 4.8e-13 | -0.95 | 0.00 | 0.98 | FALSE |
52 | METSIM | Adipose | BOK | 0.06 | 0.03 | lasso | 6 | 0.03 | 7.8e-06 | -7.2 | -7.8 | 4.8e-15 | 0.12 | 0.05 | 0.93 | TRUE |
53 | METSIM | Adipose | SEPT2 | 0.29 | 0.21 | bslmm | 375 | 0.20 | 1.6e-29 | 5.3 | 5.6 | 2.3e-08 | -0.25 | 1.00 | 0.00 | FALSE |
54 | NTR | Blood | SEPT2 | 0.18 | 0.10 | enet | 34 | 0.14 | 1.0e-43 | 5.3 | 6.8 | 9.6e-12 | -0.41 | 1.00 | 0.00 | FALSE |
55 | ROSMAP | Brain Pre-frontal Cortex | HDLBP | 0.09 | 0.10 | lasso | 4 | 0.10 | 5.9e-13 | 6.8 | -6.3 | 3.4e-10 | 0.56 | 0.34 | 0.66 | FALSE |
56 | ROSMAP | Brain Pre-frontal Cortex | STK25 | 0.09 | 0.06 | lasso | 3 | 0.06 | 1.7e-08 | -7.3 | -6.7 | 1.7e-11 | 0.97 | 0.00 | 1.00 | TRUE |
57 | ROSMAP | Brain Pre-frontal Cortex | SEPT2 | 0.48 | 0.39 | enet | 49 | 0.42 | 6.0e-58 | 5.3 | 6.8 | 9.5e-12 | -0.44 | 1.00 | 0.00 | FALSE |
58 | YFS | Blood | FARP2 | 0.01 | 0.01 | lasso | 2 | 0.01 | 5.4e-03 | -5.2 | -5.5 | 4.5e-08 | 0.62 | 0.32 | 0.04 | FALSE |
59 | The Cancer Genome Atlas | Bladder Urothelial Carcinoma | FARP2 | 0.05 | 0.02 | blup | 82 | 0.01 | 6.0e-02 | -5.3 | -6.6 | 5.2e-11 | 0.78 | 0.10 | 0.30 | FALSE |
60 | The Cancer Genome Atlas | Breast Invasive Carcinoma | SEPT2 | 0.21 | 0.02 | enet | 11 | 0.07 | 4.9e-15 | 5.4 | 7.2 | 6.5e-13 | -0.50 | 0.02 | 0.98 | FALSE |
61 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | SEPT2 | 0.05 | 0.01 | blup | 45 | 0.01 | 7.9e-03 | 5.4 | 7.6 | 3.1e-14 | -0.75 | 0.01 | 0.92 | FALSE |
62 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | FARP2 | 0.06 | 0.03 | lasso | 1 | 0.01 | 1.1e-02 | -5.3 | -5.3 | 1.2e-07 | 0.63 | 0.37 | 0.14 | TRUE |
63 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | HDLBP | 0.04 | 0.02 | blup | 77 | 0.02 | 1.6e-03 | 2.9 | -5.2 | 2.4e-07 | 0.72 | 0.04 | 0.44 | FALSE |
64 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | SEPT2 | 0.19 | 0.06 | enet | 9 | 0.08 | 1.0e-09 | 5.4 | 7.0 | 2.5e-12 | -0.48 | 0.73 | 0.25 | FALSE |
65 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | FARP2 | 0.10 | 0.10 | lasso | 3 | 0.09 | 1.3e-05 | -5.2 | -5.2 | 1.8e-07 | 0.64 | 0.60 | 0.19 | FALSE |
66 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | SEPT2 | 0.34 | 0.04 | enet | 14 | 0.12 | 1.3e-07 | 5.4 | 7.1 | 1.1e-12 | -0.52 | 0.02 | 0.91 | FALSE |
67 | The Cancer Genome Atlas | Brain Lower Grade Glioma | SEPT2 | 0.51 | 0.10 | enet | 14 | 0.20 | 2.4e-22 | 5.4 | 6.6 | 3.1e-11 | -0.34 | 0.86 | 0.14 | FALSE |
68 | The Cancer Genome Atlas | Lung Adenocarcinoma | SEPT2 | 0.24 | 0.04 | blup | 45 | 0.08 | 1.6e-09 | 5.4 | 7.5 | 6.8e-14 | -0.52 | 0.04 | 0.96 | FALSE |
69 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | SEPT2 | 0.14 | 0.00 | enet | 7 | 0.02 | 7.7e-04 | 6.7 | 7.6 | 3.5e-14 | -0.61 | 0.01 | 0.93 | FALSE |
70 | The Cancer Genome Atlas | Pancreatic Adenocarcinoma | SEPT2 | 0.42 | 0.11 | enet | 14 | 0.18 | 5.2e-08 | 5.3 | 7.1 | 1.5e-12 | -0.45 | 0.09 | 0.72 | FALSE |
71 | The Cancer Genome Atlas | Pheochromocytoma and Paraganglioma | BOK | 0.19 | -0.01 | lasso | 4 | 0.01 | 1.2e-01 | -7.2 | -6.6 | 4.9e-11 | 0.04 | 0.00 | 0.78 | FALSE |
72 | The Cancer Genome Atlas | Pheochromocytoma and Paraganglioma | SEPT2 | 0.18 | 0.11 | enet | 13 | 0.11 | 4.6e-05 | 6.8 | 7.2 | 7.4e-13 | -0.57 | 0.00 | 0.97 | FALSE |
73 | The Cancer Genome Atlas | Prostate Adenocarcinoma | BOK | 0.07 | 0.04 | lasso | 5 | 0.03 | 1.8e-04 | 6.2 | -6.7 | 2.2e-11 | 0.16 | 0.01 | 0.97 | FALSE |
74 | The Cancer Genome Atlas | Prostate Adenocarcinoma | SEPT2 | 0.40 | 0.06 | enet | 14 | 0.17 | 8.0e-18 | 5.4 | 7.7 | 1.6e-14 | -0.53 | 0.03 | 0.97 | TRUE |
75 | The Cancer Genome Atlas | Thyroid Carcinoma | SEPT2 | 0.76 | 0.25 | enet | 14 | 0.47 | 1.8e-50 | 5.4 | 6.1 | 8.8e-10 | -0.32 | 0.93 | 0.07 | FALSE |