Best TWAS P=7.91e-32 · Best GWAS P=2.08e-42 conditioned to 3.06e-10
# | 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 | BHMT | 0.33 | 0.34 | bslmm | 414 | 0.39 | 7.6e-50 | 5.07 | -6.5 | 6.1e-11 | -0.04 | 0.95 | 0.05 | FALSE |
2 | CommonMind | Brain Pre-frontal Cortex | DHFR | 0.55 | 0.40 | bslmm | 503 | 0.65 | 4.9e-106 | -4.66 | 6.9 | 5.1e-12 | 0.06 | 0.86 | 0.14 | FALSE |
3 | GTEx | Adipose Subcutaneous | DHFR | 0.29 | 0.19 | lasso | 15 | 0.24 | 1.5e-19 | -4.60 | 5.6 | 2.6e-08 | 0.05 | 1.00 | 0.00 | FALSE |
4 | GTEx | Adipose Visceral Omentum | DHFR | 0.21 | 0.26 | lasso | 9 | 0.24 | 5.3e-13 | -4.66 | 5.7 | 1.0e-08 | 0.05 | 1.00 | 0.00 | FALSE |
5 | GTEx | Adrenal Gland | DHFR | 0.47 | 0.22 | lasso | 10 | 0.28 | 1.1e-10 | 7.07 | 8.0 | 1.1e-15 | 0.04 | 0.00 | 1.00 | TRUE |
6 | GTEx | Artery Aorta | SSBP2 | 0.15 | 0.05 | enet | 11 | 0.13 | 1.6e-07 | -4.70 | 7.2 | 5.2e-13 | 0.09 | 0.09 | 0.81 | TRUE |
7 | GTEx | Artery Aorta | DHFR | 0.30 | 0.23 | lasso | 6 | 0.24 | 2.6e-13 | 6.68 | 6.1 | 9.0e-10 | 0.03 | 0.01 | 0.99 | FALSE |
8 | GTEx | Artery Coronary | DHFR | 0.33 | 0.10 | enet | 45 | 0.13 | 3.9e-05 | 6.41 | 5.7 | 1.0e-08 | 0.03 | 0.02 | 0.95 | FALSE |
9 | GTEx | Artery Tibial | DHFR | 0.30 | 0.19 | enet | 43 | 0.25 | 1.1e-19 | 4.75 | 6.3 | 2.3e-10 | 0.04 | 0.48 | 0.52 | FALSE |
10 | GTEx | Artery Tibial | CTD-2037K23.2 | 0.08 | 0.04 | enet | 13 | 0.07 | 4.3e-06 | 5.84 | 7.1 | 9.7e-13 | -0.12 | 0.90 | 0.00 | TRUE |
11 | GTEx | Brain Caudate basal ganglia | DHFR | 0.31 | 0.24 | enet | 46 | 0.21 | 1.1e-06 | -4.55 | 5.6 | 2.8e-08 | 0.05 | 0.93 | 0.04 | FALSE |
12 | GTEx | Brain Cortex | ARSB | 0.40 | 0.16 | lasso | 7 | 0.15 | 7.2e-05 | -5.47 | 5.9 | 3.3e-09 | 0.03 | 0.62 | 0.02 | FALSE |
13 | GTEx | Brain Cortex | DHFR | 0.41 | 0.34 | lasso | 15 | 0.36 | 1.0e-10 | -4.08 | 5.3 | 1.0e-07 | 0.04 | 0.92 | 0.07 | FALSE |
14 | GTEx | Brain Frontal Cortex BA9 | DHFR | 0.59 | 0.33 | lasso | 12 | 0.50 | 3.0e-15 | -4.55 | 5.5 | 4.1e-08 | 0.04 | 0.69 | 0.31 | FALSE |
15 | GTEx | Brain Hypothalamus | DHFR | 0.39 | 0.31 | lasso | 16 | 0.35 | 5.7e-09 | -4.58 | 6.5 | 5.9e-11 | 0.05 | 0.22 | 0.76 | FALSE |
16 | GTEx | Brain Nucleus accumbens basal ganglia | DHFR | 0.28 | 0.01 | lasso | 17 | 0.04 | 3.8e-02 | -4.66 | 5.6 | 2.6e-08 | 0.05 | 0.08 | 0.68 | FALSE |
17 | GTEx | Brain Putamen basal ganglia | DHFR | 0.27 | 0.09 | lasso | 6 | 0.05 | 2.5e-02 | 4.75 | 5.5 | 3.1e-08 | 0.03 | 0.04 | 0.70 | FALSE |
18 | GTEx | Breast Mammary Tissue | DHFR | 0.28 | 0.18 | lasso | 7 | 0.27 | 2.3e-14 | -4.61 | 5.5 | 3.1e-08 | 0.05 | 0.96 | 0.04 | FALSE |
19 | GTEx | Breast Mammary Tissue (Male) | DHFR | 0.29 | 0.07 | enet | 43 | 0.02 | 1.1e-01 | -4.96 | 5.2 | 1.7e-07 | 0.07 | 0.18 | 0.49 | FALSE |
20 | GTEx | Breast Mammary Tissue (Female) | DHFR | 0.28 | 0.15 | lasso | 8 | 0.12 | 2.0e-04 | -4.61 | 6.1 | 1.1e-09 | 0.04 | 0.18 | 0.70 | FALSE |
21 | GTEx | Colon Sigmoid | DHFR | 0.30 | 0.35 | lasso | 14 | 0.37 | 6.6e-14 | -4.55 | 6.0 | 2.5e-09 | 0.05 | 0.98 | 0.02 | FALSE |
22 | GTEx | Colon Transverse | PAPD4 | 0.22 | 0.05 | lasso | 9 | 0.10 | 1.5e-05 | 3.55 | -5.7 | 1.6e-08 | 0.00 | 0.04 | 0.94 | FALSE |
23 | GTEx | Colon Transverse | DHFR | 0.24 | 0.17 | lasso | 8 | 0.23 | 3.0e-11 | -4.55 | 5.9 | 2.7e-09 | 0.03 | 0.97 | 0.03 | FALSE |
24 | GTEx | Esophagus Gastroesophageal Junction | DHFR | 0.28 | 0.25 | lasso | 5 | 0.21 | 4.5e-08 | 4.75 | 5.5 | 4.4e-08 | 0.02 | 0.02 | 0.98 | FALSE |
25 | GTEx | Esophagus Gastroesophageal Junction | CTD-2037K23.2 | 0.21 | 0.03 | enet | 18 | 0.05 | 6.5e-03 | 5.46 | 6.9 | 3.8e-12 | -0.17 | 0.26 | 0.05 | FALSE |
26 | GTEx | Esophagus Mucosa | DHFR | 0.15 | 0.08 | enet | 12 | 0.10 | 6.0e-07 | -4.25 | 5.2 | 2.1e-07 | 0.05 | 0.34 | 0.66 | FALSE |
27 | GTEx | Esophagus Muscularis | PAPD4 | 0.10 | 0.06 | lasso | 3 | 0.06 | 1.9e-04 | 8.56 | -8.7 | 4.6e-18 | -0.01 | 0.00 | 1.00 | TRUE |
28 | GTEx | Esophagus Muscularis | DHFR | 0.34 | 0.22 | enet | 34 | 0.38 | 6.3e-24 | 4.75 | 7.2 | 8.4e-13 | 0.06 | 0.04 | 0.96 | FALSE |
29 | GTEx | Esophagus Muscularis | CTD-2037K23.2 | 0.13 | 0.08 | lasso | 3 | 0.06 | 8.8e-05 | 5.59 | 5.8 | 5.7e-09 | -0.11 | 0.92 | 0.01 | FALSE |
30 | GTEx | Heart Atrial Appendage | DHFR | 0.38 | 0.20 | enet | 60 | 0.30 | 6.0e-14 | -4.23 | 6.1 | 1.2e-09 | 0.06 | 0.98 | 0.02 | FALSE |
31 | GTEx | Heart Left Ventricle | DHFR | 0.26 | 0.13 | lasso | 8 | 0.24 | 6.3e-13 | -4.61 | 5.9 | 3.0e-09 | 0.04 | 0.95 | 0.05 | FALSE |
32 | GTEx | Lung | DHFR | 0.13 | 0.03 | enet | 54 | 0.05 | 8.2e-05 | 6.68 | 5.8 | 5.0e-09 | 0.03 | 0.02 | 0.98 | FALSE |
33 | GTEx | Muscle Skeletal | DHFR | 0.37 | 0.42 | enet | 51 | 0.54 | 1.7e-62 | -4.61 | 6.5 | 7.7e-11 | 0.05 | 1.00 | 0.00 | FALSE |
34 | GTEx | Nerve Tibial | SCAMP1 | 0.07 | 0.07 | lasso | 2 | 0.07 | 1.4e-05 | 5.65 | 5.3 | 1.3e-07 | -0.05 | 0.56 | 0.04 | FALSE |
35 | GTEx | Nerve Tibial | PAPD4 | 0.11 | 0.09 | lasso | 7 | 0.07 | 8.1e-06 | 5.71 | -5.7 | 1.1e-08 | 0.00 | 0.81 | 0.14 | FALSE |
36 | GTEx | Nerve Tibial | DHFR | 0.36 | 0.25 | enet | 28 | 0.27 | 2.3e-19 | 6.68 | 6.1 | 1.3e-09 | 0.03 | 0.02 | 0.98 | FALSE |
37 | GTEx | Ovary | DHFR | 0.28 | 0.06 | lasso | 8 | 0.03 | 5.5e-02 | 6.44 | 5.3 | 9.6e-08 | 0.02 | 0.04 | 0.56 | FALSE |
38 | GTEx | Pituitary | LHFPL2 | 0.38 | 0.02 | lasso | 9 | 0.04 | 4.0e-02 | 2.61 | -9.1 | 9.5e-20 | 0.50 | 0.04 | 0.49 | FALSE |
39 | GTEx | Pituitary | DHFR | 0.35 | 0.11 | enet | 45 | 0.17 | 5.5e-05 | -1.96 | 5.5 | 3.9e-08 | 0.09 | 0.15 | 0.70 | FALSE |
40 | GTEx | Skin Not Sun Exposed Suprapubic | DHFR | 0.12 | 0.02 | lasso | 16 | 0.07 | 7.4e-05 | -4.55 | 5.7 | 9.7e-09 | 0.05 | 0.40 | 0.35 | FALSE |
41 | GTEx | Skin Sun Exposed Lower leg | DHFR | 0.13 | 0.05 | enet | 19 | 0.10 | 1.8e-08 | 7.00 | 6.4 | 1.5e-10 | 0.03 | 0.01 | 0.99 | FALSE |
42 | GTEx | Spleen | DHFR | 0.47 | 0.11 | lasso | 10 | 0.18 | 2.2e-05 | 6.44 | 5.9 | 3.2e-09 | 0.05 | 0.04 | 0.93 | FALSE |
43 | GTEx | Stomach | ARSB | 0.19 | 0.01 | lasso | 7 | 0.04 | 6.6e-03 | -4.21 | -7.0 | 3.4e-12 | 0.13 | 0.14 | 0.09 | FALSE |
44 | GTEx | Testis | LHFPL2 | 0.18 | -0.01 | enet | 21 | 0.10 | 2.1e-05 | 3.21 | 6.1 | 1.3e-09 | -0.26 | 0.10 | 0.16 | FALSE |
45 | GTEx | Thyroid | ZFYVE16 | 0.16 | 0.07 | lasso | 6 | 0.04 | 2.6e-04 | -5.52 | -6.1 | 1.4e-09 | -0.04 | 0.62 | 0.04 | FALSE |
46 | METSIM | Adipose | AP3B1 | 0.07 | 0.01 | blup | 556 | 0.02 | 2.4e-04 | 4.95 | -6.2 | 6.9e-10 | 0.54 | 0.09 | 0.82 | FALSE |
47 | METSIM | Adipose | DHFR | 0.26 | 0.16 | bslmm | 498 | 0.21 | 9.0e-31 | -4.66 | 6.0 | 2.1e-09 | 0.06 | 1.00 | 0.00 | FALSE |
48 | ROSMAP | Brain Pre-frontal Cortex | BHMT | 0.17 | 0.18 | bslmm | 401 | 0.21 | 3.0e-26 | 5.07 | -5.7 | 1.3e-08 | -0.02 | 0.95 | 0.05 | FALSE |
49 | ROSMAP | Brain Pre-frontal Cortex | DHFR | 0.65 | 0.53 | bslmm | 482 | 0.79 | 6.7e-166 | 4.75 | 6.5 | 9.3e-11 | 0.05 | 1.00 | 0.00 | FALSE |
50 | ROSMAP | Brain Pre-frontal Cortex | CTD-2037K23.2 | 0.07 | 0.06 | lasso | 3 | 0.06 | 8.1e-08 | 5.46 | 5.4 | 6.5e-08 | -0.10 | 1.00 | 0.00 | FALSE |
51 | YFS | Blood | AP3B1 | 0.25 | 0.22 | lasso | 9 | 0.23 | 2.6e-74 | 5.37 | -5.6 | 1.8e-08 | 0.30 | 1.00 | 0.00 | FALSE |
52 | YFS | Blood | CMYA5 | 0.02 | 0.00 | bslmm | 498 | 0.00 | 1.5e-02 | 5.70 | 5.4 | 7.5e-08 | 0.03 | 0.10 | 0.13 | FALSE |
53 | YFS | Blood | DHFR | 0.02 | 0.00 | blup | 499 | 0.01 | 2.3e-04 | -4.66 | 7.5 | 7.4e-14 | 0.08 | 0.15 | 0.67 | FALSE |
54 | YFS | Blood | PAPD4 | 0.06 | 0.04 | bslmm | 455 | 0.04 | 4.8e-14 | 8.56 | -6.7 | 1.7e-11 | 0.01 | 0.00 | 1.00 | FALSE |
55 | The Cancer Genome Atlas | Breast Invasive Carcinoma | AP3B1 | 0.02 | 0.00 | blup | 126 | 0.01 | 1.8e-02 | -13.65 | -11.7 | 7.9e-32 | 0.85 | 0.02 | 0.88 | TRUE |
56 | The Cancer Genome Atlas | Breast Invasive Carcinoma | DHFR | 0.11 | 0.23 | enet | 15 | 0.24 | 1.7e-48 | -4.66 | 5.2 | 1.7e-07 | 0.06 | 1.00 | 0.00 | FALSE |
57 | The Cancer Genome Atlas | Breast Invasive Carcinoma | PAPD4 | 0.02 | 0.00 | enet | 12 | 0.01 | 1.0e-03 | 8.56 | 6.1 | 8.6e-10 | 0.03 | 0.01 | 0.90 | FALSE |
58 | The Cancer Genome Atlas | Cervical Squamous Cell Carcinoma | AP3B1 | 0.16 | 0.06 | enet | 18 | 0.09 | 2.2e-05 | 6.60 | -8.8 | 2.0e-18 | 0.52 | 0.06 | 0.28 | FALSE |
59 | The Cancer Genome Atlas | Glioblastoma Multiforme | DHFR | 0.51 | 0.23 | blup | 64 | 0.26 | 1.3e-08 | -4.66 | 6.2 | 7.3e-10 | 0.02 | 0.57 | 0.40 | FALSE |
60 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | AP3B1 | 0.08 | 0.01 | enet | 20 | 0.02 | 9.7e-04 | -13.62 | -9.6 | 7.4e-22 | 0.60 | 0.01 | 0.88 | TRUE |
61 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | ARSB | 0.12 | 0.06 | blup | 183 | 0.09 | 3.0e-10 | 3.75 | -7.0 | 2.9e-12 | 0.01 | 0.96 | 0.04 | TRUE |
62 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | DHFR | 0.20 | 0.18 | enet | 24 | 0.22 | 8.4e-24 | 7.07 | 7.2 | 6.4e-13 | 0.04 | 0.00 | 1.00 | FALSE |
63 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | DMGDH | 0.03 | 0.02 | lasso | 5 | 0.02 | 3.1e-03 | 6.16 | -5.3 | 1.2e-07 | -0.05 | 0.01 | 0.92 | FALSE |
64 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | ARSB | 0.23 | 0.03 | blup | 182 | 0.07 | 7.7e-05 | 2.89 | -5.3 | 1.5e-07 | 0.01 | 0.39 | 0.08 | FALSE |
65 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | DHFR | 0.13 | 0.04 | enet | 19 | 0.09 | 6.6e-06 | -4.23 | 7.1 | 1.4e-12 | 0.06 | 0.02 | 0.94 | FALSE |
66 | The Cancer Genome Atlas | Brain Lower Grade Glioma | BHMT | 0.04 | 0.04 | enet | 9 | 0.02 | 2.4e-03 | 4.70 | -6.0 | 2.5e-09 | 0.04 | 0.07 | 0.87 | FALSE |
67 | The Cancer Genome Atlas | Brain Lower Grade Glioma | DHFR | 0.32 | 0.29 | enet | 31 | 0.41 | 2.0e-50 | -4.66 | 6.9 | 6.3e-12 | 0.05 | 1.00 | 0.00 | FALSE |
68 | The Cancer Genome Atlas | Lung Adenocarcinoma | AP3B1 | 0.05 | 0.03 | lasso | 3 | 0.04 | 4.4e-05 | 6.60 | -6.7 | 2.2e-11 | 0.38 | 0.40 | 0.31 | FALSE |
69 | The Cancer Genome Atlas | Lung Adenocarcinoma | DHFR | 0.11 | 0.19 | blup | 65 | 0.18 | 5.9e-21 | -4.56 | 5.2 | 2.2e-07 | 0.04 | 1.00 | 0.00 | FALSE |
70 | The Cancer Genome Atlas | Pancreatic Adenocarcinoma | DHFR | 0.18 | 0.09 | blup | 64 | 0.16 | 3.6e-07 | -4.17 | 6.3 | 2.2e-10 | 0.04 | 0.13 | 0.86 | FALSE |
71 | The Cancer Genome Atlas | Pheochromocytoma and Paraganglioma | DHFR | 0.26 | 0.25 | blup | 65 | 0.27 | 3.4e-11 | 7.00 | 6.9 | 4.5e-12 | 0.04 | 0.00 | 1.00 | FALSE |
72 | The Cancer Genome Atlas | Prostate Adenocarcinoma | AP3B1 | 0.05 | 0.02 | blup | 126 | 0.03 | 5.0e-04 | 7.11 | -11.2 | 3.6e-29 | 0.81 | 0.02 | 0.92 | FALSE |
73 | The Cancer Genome Atlas | Prostate Adenocarcinoma | BHMT2 | 0.15 | 0.05 | blup | 63 | 0.12 | 4.4e-12 | -0.29 | 5.3 | 1.4e-07 | 0.04 | 0.01 | 0.99 | FALSE |
74 | The Cancer Genome Atlas | Prostate Adenocarcinoma | DHFR | 0.32 | 0.43 | lasso | 10 | 0.47 | 1.2e-55 | -4.66 | 5.7 | 9.7e-09 | 0.05 | 1.00 | 0.00 | FALSE |
75 | The Cancer Genome Atlas | Thyroid Carcinoma | ARSB | 0.07 | 0.00 | blup | 182 | 0.03 | 1.4e-03 | -1.47 | -5.5 | 4.0e-08 | 0.01 | 0.04 | 0.15 | FALSE |
76 | The Cancer Genome Atlas | Thyroid Carcinoma | DHFR | 0.31 | 0.19 | enet | 22 | 0.33 | 7.2e-33 | 7.07 | 7.1 | 8.9e-13 | 0.04 | 0.00 | 1.00 | FALSE |