Best TWAS P=4.79e-13 · Best GWAS P=3.26e-10 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 | PMS2P5 | 0.29 | 0.05 | enet | 20 | 0.14 | 7.3e-17 | -4.7 | 6.0 | 2.6e-09 | -0.52 | 0.88 | 0.12 | FALSE |
2 | CommonMind | Brain Pre-frontal Cortex | POM121C | 0.08 | 0.05 | lasso | 2 | 0.04 | 1.1e-05 | 5.3 | 5.2 | 2.0e-07 | -0.06 | 0.01 | 0.99 | FALSE |
3 | CommonMind | Brain Pre-frontal Cortex | STAG3L1 | 0.23 | 0.14 | enet | 13 | 0.17 | 1.0e-19 | 5.3 | 5.2 | 1.5e-07 | -0.02 | 0.01 | 0.99 | FALSE |
4 | CommonMind | Brain Pre-frontal Cortex | STAG3L2 | 0.33 | 0.09 | enet | 3 | 0.18 | 7.3e-21 | -3.5 | 6.0 | 2.5e-09 | -0.44 | 0.99 | 0.00 | FALSE |
5 | GTEx | Adipose Subcutaneous | PMS2P3 | 0.15 | 0.12 | lasso | 3 | 0.10 | 9.8e-09 | 5.6 | 5.7 | 1.2e-08 | -0.05 | 0.00 | 1.00 | TRUE |
6 | GTEx | Adipose Subcutaneous | STAG3L2 | 0.16 | 0.03 | enet | 11 | 0.09 | 1.0e-07 | -4.7 | 7.1 | 1.6e-12 | -0.76 | 0.01 | 0.99 | FALSE |
7 | GTEx | Adipose Subcutaneous | TRIM73 | 0.20 | 0.12 | enet | 26 | 0.12 | 2.0e-10 | 5.3 | 5.5 | 3.6e-08 | -0.01 | 0.00 | 1.00 | FALSE |
8 | GTEx | Adipose Subcutaneous | AC004166.6 | 0.09 | 0.08 | lasso | 2 | 0.07 | 3.9e-06 | -6.3 | -6.1 | 1.3e-09 | 0.99 | 0.00 | 1.00 | FALSE |
9 | GTEx | Adipose Visceral Omentum | STAG3L1 | 0.20 | 0.19 | lasso | 3 | 0.17 | 2.3e-09 | 5.3 | 5.2 | 2.5e-07 | -0.05 | 0.00 | 1.00 | FALSE |
10 | GTEx | Adrenal Gland | STAG3L2 | 0.14 | 0.07 | enet | 3 | 0.11 | 1.2e-04 | -4.4 | 5.5 | 3.8e-08 | -0.86 | 0.01 | 0.91 | FALSE |
11 | GTEx | Artery Aorta | PMS2P5 | 0.33 | 0.10 | lasso | 6 | 0.17 | 1.3e-09 | -4.7 | 5.4 | 5.9e-08 | -0.46 | 0.61 | 0.36 | FALSE |
12 | GTEx | Artery Aorta | STAG3L1 | 0.18 | 0.03 | lasso | 4 | 0.08 | 3.9e-05 | 5.3 | 5.2 | 2.3e-07 | -0.05 | 0.00 | 1.00 | FALSE |
13 | GTEx | Artery Coronary | PMS2P5 | 0.15 | -0.01 | enet | 13 | 0.08 | 1.4e-03 | -4.7 | 6.0 | 2.5e-09 | -0.59 | 0.02 | 0.61 | FALSE |
14 | GTEx | Artery Coronary | STAG3L2 | 0.16 | 0.10 | lasso | 3 | 0.11 | 1.5e-04 | -4.7 | 5.7 | 9.5e-09 | -0.78 | 0.01 | 0.95 | FALSE |
15 | GTEx | Artery Coronary | STAG3L1 | 0.28 | 0.13 | lasso | 4 | 0.17 | 1.8e-06 | 5.3 | 5.3 | 1.3e-07 | -0.02 | 0.00 | 0.99 | FALSE |
16 | GTEx | Artery Tibial | PMS2P5 | 0.21 | 0.08 | lasso | 5 | 0.07 | 1.9e-06 | -4.7 | 6.7 | 2.1e-11 | -0.71 | 0.02 | 0.97 | FALSE |
17 | GTEx | Artery Tibial | POM121C | 0.12 | 0.10 | lasso | 1 | 0.10 | 6.8e-08 | 5.3 | 5.3 | 1.4e-07 | -0.05 | 0.01 | 0.99 | FALSE |
18 | GTEx | Artery Tibial | STAG3L2 | 0.26 | 0.12 | lasso | 4 | 0.12 | 1.7e-09 | -4.7 | 5.5 | 3.9e-08 | -0.67 | 0.71 | 0.29 | FALSE |
19 | GTEx | Artery Tibial | STAG3L1 | 0.25 | 0.19 | lasso | 4 | 0.19 | 8.3e-15 | 5.3 | 5.3 | 1.4e-07 | -0.05 | 0.00 | 1.00 | FALSE |
20 | GTEx | Brain Cerebellar Hemisphere | PMS2P5 | 0.40 | 0.07 | enet | 16 | 0.17 | 4.1e-05 | -6.3 | 6.1 | 1.3e-09 | -0.75 | 0.00 | 0.95 | FALSE |
21 | GTEx | Brain Cerebellar Hemisphere | POM121C | 0.33 | 0.32 | lasso | 3 | 0.30 | 1.4e-08 | 5.3 | 5.2 | 2.2e-07 | -0.04 | 0.00 | 1.00 | FALSE |
22 | GTEx | Brain Cerebellum | PMS2P5 | 0.62 | 0.08 | lasso | 6 | 0.22 | 3.3e-07 | -4.7 | 5.9 | 3.6e-09 | -0.74 | 0.01 | 0.95 | FALSE |
23 | GTEx | Brain Cerebellum | POM121C | 0.30 | 0.15 | lasso | 8 | 0.08 | 2.4e-03 | 5.3 | 5.3 | 9.2e-08 | -0.02 | 0.01 | 0.88 | TRUE |
24 | GTEx | Brain Frontal Cortex BA9 | STAG3L2 | 0.28 | 0.07 | lasso | 4 | 0.11 | 9.7e-04 | -6.3 | 6.1 | 8.5e-10 | -0.89 | 0.00 | 0.93 | FALSE |
25 | GTEx | Brain Nucleus accumbens basal ganglia | PMS2P5 | 0.27 | 0.00 | enet | 20 | 0.03 | 6.6e-02 | -4.7 | 5.5 | 3.5e-08 | -0.63 | 0.01 | 0.64 | FALSE |
26 | GTEx | Breast Mammary Tissue | PMS2P3 | 0.19 | 0.14 | lasso | 4 | 0.19 | 3.5e-10 | 5.6 | 5.4 | 5.9e-08 | -0.03 | 0.00 | 1.00 | FALSE |
27 | GTEx | Breast Mammary Tissue | STAG3L2 | 0.14 | 0.08 | lasso | 2 | 0.11 | 4.0e-06 | -4.7 | 5.8 | 7.8e-09 | -0.80 | 0.02 | 0.97 | FALSE |
28 | GTEx | Breast Mammary Tissue (Female) | STAG3L1 | 0.04 | 0.12 | lasso | 1 | 0.04 | 2.9e-02 | 5.3 | 5.3 | 1.4e-07 | -0.05 | 0.00 | 0.89 | FALSE |
29 | GTEx | Cells EBV-transformed lymphocytes | PMS2P5 | 0.16 | 0.06 | lasso | 3 | 0.04 | 1.7e-02 | -6.3 | 6.4 | 1.5e-10 | -0.89 | 0.01 | 0.87 | FALSE |
30 | GTEx | Cells EBV-transformed lymphocytes | STAG3L2 | 0.33 | 0.04 | lasso | 12 | 0.08 | 1.0e-03 | -3.3 | 5.8 | 8.6e-09 | -0.72 | 0.01 | 0.82 | FALSE |
31 | GTEx | Cells Transformed fibroblasts | PMS2P5 | 0.31 | 0.16 | lasso | 5 | 0.18 | 2.1e-13 | -4.7 | 6.2 | 6.5e-10 | -0.75 | 0.41 | 0.59 | FALSE |
32 | GTEx | Cells Transformed fibroblasts | PMS2P3 | 0.23 | 0.15 | lasso | 6 | 0.15 | 1.4e-11 | 5.6 | 5.4 | 7.1e-08 | -0.04 | 0.00 | 1.00 | FALSE |
33 | GTEx | Cells Transformed fibroblasts | STAG3L2 | 0.18 | 0.16 | lasso | 5 | 0.16 | 7.5e-12 | -4.7 | 5.4 | 5.9e-08 | -0.71 | 0.78 | 0.22 | FALSE |
34 | GTEx | Cells Transformed fibroblasts | STAG3L1 | 0.22 | 0.17 | lasso | 4 | 0.18 | 2.6e-13 | 5.3 | 5.2 | 1.9e-07 | -0.04 | 0.01 | 0.99 | FALSE |
35 | GTEx | Colon Transverse | STAG3L1 | 0.22 | 0.18 | lasso | 1 | 0.16 | 4.0e-08 | 5.3 | 5.3 | 1.4e-07 | -0.05 | 0.01 | 0.99 | FALSE |
36 | GTEx | Esophagus Gastroesophageal Junction | PMS2P5 | 0.23 | 0.19 | lasso | 2 | 0.18 | 5.4e-07 | -6.3 | 7.1 | 1.5e-12 | -0.97 | 0.00 | 1.00 | FALSE |
37 | GTEx | Esophagus Gastroesophageal Junction | STAG3L1 | 0.36 | 0.16 | lasso | 5 | 0.16 | 1.7e-06 | 5.3 | 5.4 | 5.4e-08 | -0.07 | 0.00 | 0.99 | FALSE |
38 | GTEx | Esophagus Mucosa | PMS2P5 | 0.14 | 0.03 | lasso | 4 | 0.04 | 1.7e-03 | -6.3 | 7.2 | 7.8e-13 | -0.87 | 0.00 | 0.97 | FALSE |
39 | GTEx | Esophagus Mucosa | PMS2P3 | 0.14 | 0.15 | lasso | 2 | 0.14 | 9.7e-10 | 5.3 | 5.3 | 1.2e-07 | -0.05 | 0.00 | 1.00 | TRUE |
40 | GTEx | Esophagus Mucosa | POM121C | 0.13 | 0.10 | lasso | 1 | 0.07 | 1.0e-05 | 5.3 | 5.3 | 1.4e-07 | -0.05 | 0.00 | 0.99 | FALSE |
41 | GTEx | Esophagus Mucosa | STAG3L1 | 0.19 | 0.19 | lasso | 1 | 0.18 | 2.4e-12 | 5.3 | 5.3 | 1.4e-07 | -0.05 | 0.01 | 0.99 | FALSE |
42 | GTEx | Esophagus Muscularis | STAG3L2 | 0.23 | 0.09 | enet | 33 | 0.15 | 1.9e-09 | -4.7 | 6.1 | 1.1e-09 | -0.67 | 0.31 | 0.68 | FALSE |
43 | GTEx | Esophagus Muscularis | TRIM73 | 0.12 | 0.07 | lasso | 2 | 0.05 | 3.5e-04 | 5.6 | 5.6 | 2.3e-08 | -0.05 | 0.00 | 1.00 | FALSE |
44 | GTEx | Esophagus Muscularis | STAG3L1 | 0.30 | 0.15 | lasso | 4 | 0.16 | 4.3e-10 | 5.3 | 5.8 | 5.0e-09 | -0.07 | 0.01 | 0.99 | FALSE |
45 | GTEx | Heart Atrial Appendage | PMS2P5 | 0.12 | 0.03 | lasso | 5 | 0.07 | 3.8e-04 | -6.3 | 5.7 | 1.5e-08 | -0.92 | 0.00 | 0.90 | FALSE |
46 | GTEx | Heart Left Ventricle | PMS2P5 | 0.34 | 0.13 | lasso | 4 | 0.19 | 2.9e-10 | -6.3 | 7.1 | 9.3e-13 | -0.84 | 0.00 | 1.00 | FALSE |
47 | GTEx | Heart Left Ventricle | POM121C | 0.13 | 0.12 | lasso | 1 | 0.09 | 2.2e-05 | 5.3 | 5.3 | 1.4e-07 | -0.05 | 0.00 | 0.99 | FALSE |
48 | GTEx | Heart Left Ventricle | STAG3L2 | 0.20 | 0.12 | lasso | 3 | 0.09 | 1.9e-05 | -4.7 | 5.2 | 2.6e-07 | -0.60 | 0.12 | 0.73 | FALSE |
49 | GTEx | Lung | POM121C | 0.13 | 0.10 | lasso | 3 | 0.10 | 7.8e-08 | 5.3 | 5.5 | 3.8e-08 | -0.05 | 0.00 | 1.00 | FALSE |
50 | GTEx | Lung | STAG3L2 | 0.13 | 0.11 | enet | 11 | 0.09 | 1.4e-07 | -4.7 | 6.0 | 2.3e-09 | -0.77 | 0.08 | 0.92 | FALSE |
51 | GTEx | Muscle Skeletal | PMS2P5 | 0.34 | 0.04 | enet | 22 | 0.14 | 1.6e-13 | -4.7 | 6.9 | 5.0e-12 | -0.61 | 0.00 | 1.00 | FALSE |
52 | GTEx | Muscle Skeletal | PMS2P3 | 0.07 | 0.07 | lasso | 2 | 0.06 | 3.8e-06 | 5.3 | 5.2 | 2.4e-07 | -0.05 | 0.00 | 0.99 | FALSE |
53 | GTEx | Muscle Skeletal | STAG3L2 | 0.17 | 0.12 | lasso | 4 | 0.12 | 9.0e-12 | -4.7 | 5.3 | 1.1e-07 | -0.65 | 0.86 | 0.13 | FALSE |
54 | GTEx | Muscle Skeletal | TRIM73 | 0.08 | 0.05 | enet | 11 | 0.06 | 3.4e-06 | 5.3 | 5.1 | 2.9e-07 | -0.03 | 0.00 | 1.00 | FALSE |
55 | GTEx | Nerve Tibial | PMS2P5 | 0.16 | 0.04 | enet | 34 | 0.08 | 3.5e-06 | -4.7 | 6.2 | 8.0e-10 | -0.60 | 0.05 | 0.90 | FALSE |
56 | GTEx | Nerve Tibial | STAG3L2 | 0.36 | 0.09 | enet | 13 | 0.24 | 9.5e-17 | -4.7 | 6.7 | 2.0e-11 | -0.72 | 0.06 | 0.94 | FALSE |
57 | GTEx | Nerve Tibial | GTF2IRD2 | 0.08 | 0.09 | lasso | 2 | 0.08 | 5.4e-06 | -4.7 | -5.3 | 1.1e-07 | 0.70 | 0.09 | 0.88 | FALSE |
58 | GTEx | Skin Not Sun Exposed Suprapubic | PMS2P3 | 0.26 | 0.19 | lasso | 3 | 0.17 | 1.3e-09 | 5.3 | 5.2 | 1.9e-07 | -0.03 | 0.00 | 1.00 | FALSE |
59 | GTEx | Skin Not Sun Exposed Suprapubic | STAG3L1 | 0.13 | 0.19 | lasso | 1 | 0.18 | 2.6e-10 | 5.3 | 5.3 | 1.4e-07 | -0.05 | 0.00 | 1.00 | FALSE |
60 | GTEx | Skin Sun Exposed Lower leg | PMS2P3 | 0.38 | 0.30 | lasso | 3 | 0.29 | 1.9e-24 | 5.3 | 5.4 | 8.4e-08 | -0.05 | 0.01 | 0.99 | FALSE |
61 | GTEx | Skin Sun Exposed Lower leg | STAG3L2 | 0.15 | 0.05 | enet | 8 | 0.08 | 2.8e-07 | -4.7 | 7.2 | 4.8e-13 | -0.73 | 0.01 | 0.98 | TRUE |
62 | GTEx | Stomach | PMS2P3 | 0.16 | 0.07 | lasso | 5 | 0.09 | 3.7e-05 | 5.3 | 5.5 | 3.5e-08 | -0.03 | 0.00 | 1.00 | FALSE |
63 | GTEx | Stomach | STAG3L1 | 0.35 | 0.20 | lasso | 5 | 0.18 | 4.2e-09 | 5.3 | 5.2 | 2.5e-07 | -0.03 | 0.01 | 0.99 | FALSE |
64 | GTEx | Testis | PMS2P5 | 0.22 | 0.13 | lasso | 2 | 0.13 | 3.1e-06 | -6.3 | 6.4 | 2.1e-10 | -0.99 | 0.00 | 1.00 | FALSE |
65 | GTEx | Testis | STAG3L2 | 0.26 | 0.13 | lasso | 4 | 0.22 | 4.0e-10 | -3.1 | 5.7 | 1.5e-08 | -0.88 | 0.00 | 1.00 | FALSE |
66 | GTEx | Testis | TRIM73 | 0.20 | 0.21 | lasso | 2 | 0.19 | 6.2e-09 | 5.3 | 5.2 | 1.7e-07 | -0.04 | 0.01 | 0.99 | FALSE |
67 | GTEx | Testis | STAG3L1 | 0.24 | 0.24 | enet | 14 | 0.27 | 1.4e-12 | 5.3 | 5.2 | 2.2e-07 | -0.06 | 0.00 | 1.00 | FALSE |
68 | GTEx | Thyroid | STAG3L2 | 0.26 | 0.13 | enet | 20 | 0.16 | 1.4e-12 | -4.7 | 6.5 | 6.7e-11 | -0.63 | 0.80 | 0.19 | FALSE |
69 | METSIM | Adipose | NCF1 | 0.05 | 0.03 | blup | 130 | 0.04 | 3.9e-07 | -4.6 | -5.7 | 1.4e-08 | 0.59 | 0.04 | 0.96 | FALSE |
70 | METSIM | Adipose | POM121C | 0.11 | 0.08 | lasso | 1 | 0.08 | 1.6e-11 | 5.3 | 5.3 | 1.4e-07 | -0.05 | 0.01 | 0.99 | FALSE |
71 | METSIM | Adipose | TRIM73 | 0.11 | 0.11 | lasso | 5 | 0.12 | 8.6e-18 | 5.6 | 5.3 | 1.3e-07 | -0.02 | 0.00 | 1.00 | FALSE |
72 | ROSMAP | Brain Pre-frontal Cortex | PMS2P3 | 0.05 | 0.04 | lasso | 1 | 0.03 | 4.6e-05 | 5.3 | 5.3 | 1.4e-07 | -0.05 | 0.00 | 1.00 | FALSE |
73 | ROSMAP | Brain Pre-frontal Cortex | POM121C | 0.36 | 0.26 | lasso | 7 | 0.27 | 2.8e-34 | 5.3 | 5.3 | 1.3e-07 | -0.05 | 0.00 | 1.00 | FALSE |
74 | ROSMAP | Brain Pre-frontal Cortex | PMS2P2 | 0.17 | 0.08 | enet | 8 | 0.08 | 6.0e-10 | 5.3 | 5.3 | 1.5e-07 | -0.02 | 0.00 | 1.00 | FALSE |
75 | ROSMAP | Brain Pre-frontal Cortex | STAG3L1 | 0.46 | 0.32 | lasso | 4 | 0.32 | 2.2e-42 | 5.3 | 5.3 | 1.4e-07 | -0.05 | 0.00 | 1.00 | FALSE |
76 | ROSMAP | Brain Pre-frontal Cortex | GTF2IP1 | 0.09 | 0.06 | lasso | 3 | 0.05 | 1.7e-07 | 5.3 | 5.2 | 1.6e-07 | -0.05 | 0.16 | 0.82 | FALSE |
77 | The Cancer Genome Atlas | Breast Invasive Carcinoma | POM121C | 0.04 | 0.04 | lasso | 2 | 0.03 | 1.2e-07 | 5.3 | 5.2 | 1.6e-07 | -0.05 | 0.00 | 1.00 | FALSE |
78 | The Cancer Genome Atlas | Uterine Corpus Endometrial Carcinoma | PMS2L3 | 0.23 | 0.14 | lasso | 2 | 0.14 | 1.3e-04 | 5.3 | 5.4 | 6.2e-08 | -0.06 | 0.00 | 0.87 | FALSE |