Best TWAS P=2.66e-15 · Best GWAS P=1.11e-13 conditioned to 0.0186
# | 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 | BRWD1 | 0.12 | 0.15 | lasso | 8 | 0.15 | 1.1e-17 | 5.9 | -6.3 | 2.2e-10 | 0.56 | 0.95 | 0.05 | FALSE |
2 | CommonMind | Brain Pre-frontal Cortex | PSMG1 | 0.19 | 0.24 | enet | 30 | 0.26 | 2.0e-31 | -6.0 | -6.4 | 2.0e-10 | 0.84 | 0.93 | 0.07 | FALSE |
3 | CommonMind | Brain Pre-frontal Cortex | WRB | 0.04 | 0.00 | bslmm | 698 | 0.01 | 7.7e-03 | 4.8 | 5.6 | 2.5e-08 | -0.56 | 0.14 | 0.18 | FALSE |
4 | GTEx | Adipose Subcutaneous | PSMG1 | 0.19 | 0.12 | enet | 26 | 0.13 | 4.1e-11 | 6.0 | -6.6 | 3.8e-11 | 0.72 | 0.93 | 0.07 | FALSE |
5 | GTEx | Adipose Subcutaneous | BRWD1-IT2 | 0.11 | 0.08 | lasso | 3 | 0.06 | 7.0e-06 | -6.0 | 6.1 | 9.8e-10 | -0.87 | 0.13 | 0.86 | FALSE |
6 | GTEx | Adipose Visceral Omentum | BRWD1-IT2 | 0.13 | 0.01 | lasso | 3 | 0.02 | 2.4e-02 | 6.1 | 6.1 | 9.9e-10 | -0.59 | 0.49 | 0.35 | FALSE |
7 | GTEx | Artery Aorta | PSMG1 | 0.13 | 0.08 | lasso | 2 | 0.04 | 3.6e-03 | 5.4 | -5.4 | 6.6e-08 | 0.70 | 0.33 | 0.08 | FALSE |
8 | GTEx | Artery Coronary | PSMG1 | 0.24 | 0.07 | lasso | 5 | 0.04 | 1.4e-02 | 5.4 | -5.6 | 2.5e-08 | 0.69 | 0.08 | 0.72 | FALSE |
9 | GTEx | Artery Tibial | PSMG1 | 0.26 | 0.25 | enet | 37 | 0.31 | 7.8e-25 | -6.0 | -6.1 | 7.8e-10 | 0.82 | 0.94 | 0.06 | FALSE |
10 | GTEx | Artery Tibial | BRWD1-IT2 | 0.15 | 0.13 | lasso | 3 | 0.12 | 9.0e-10 | 5.8 | 6.0 | 1.5e-09 | -0.87 | 0.03 | 0.97 | FALSE |
11 | GTEx | Brain Cerebellum | PSMG1 | 0.28 | 0.13 | lasso | 8 | 0.09 | 1.2e-03 | -6.1 | -5.9 | 3.2e-09 | 0.85 | 0.07 | 0.80 | FALSE |
12 | GTEx | Brain Hypothalamus | PSMG1 | 0.46 | 0.20 | lasso | 5 | 0.16 | 1.5e-04 | -6.0 | -6.4 | 1.9e-10 | 0.81 | 0.07 | 0.90 | FALSE |
13 | GTEx | Breast Mammary Tissue | PSMG1 | 0.28 | 0.26 | lasso | 4 | 0.23 | 5.2e-12 | 6.0 | -6.2 | 5.2e-10 | 0.64 | 0.91 | 0.09 | FALSE |
14 | GTEx | Breast Mammary Tissue (Female) | PSMG1 | 0.14 | 0.09 | lasso | 11 | 0.07 | 3.3e-03 | 6.0 | -6.5 | 7.0e-11 | 0.64 | 0.14 | 0.57 | FALSE |
15 | GTEx | Cells Transformed fibroblasts | HMGN1 | 0.07 | 0.03 | lasso | 4 | 0.03 | 2.1e-03 | 6.3 | -6.2 | 5.4e-10 | 0.65 | 0.47 | 0.20 | FALSE |
16 | GTEx | Colon Transverse | PSMG1 | 0.23 | 0.19 | lasso | 5 | 0.22 | 1.4e-10 | -6.0 | -6.5 | 7.7e-11 | 0.82 | 0.90 | 0.10 | FALSE |
17 | GTEx | Colon Transverse | BRWD1-IT2 | 0.28 | 0.01 | enet | 41 | 0.04 | 8.4e-03 | -6.0 | 5.5 | 4.4e-08 | -0.61 | 0.04 | 0.76 | FALSE |
18 | GTEx | Esophagus Mucosa | PSMG1 | 0.37 | 0.38 | lasso | 5 | 0.37 | 6.4e-26 | 6.1 | -6.1 | 9.1e-10 | 0.59 | 0.89 | 0.11 | FALSE |
19 | GTEx | Esophagus Mucosa | HMGN1 | 0.11 | 0.08 | lasso | 4 | 0.07 | 2.6e-05 | 6.2 | -6.5 | 1.1e-10 | 0.66 | 0.75 | 0.17 | FALSE |
20 | GTEx | Esophagus Mucosa | BRWD1-IT2 | 0.08 | 0.06 | lasso | 5 | 0.06 | 3.9e-05 | 5.5 | 7.0 | 3.3e-12 | -0.88 | 0.03 | 0.96 | FALSE |
21 | GTEx | Esophagus Muscularis | PSMG1 | 0.15 | 0.10 | lasso | 4 | 0.07 | 3.9e-05 | 5.4 | -5.4 | 6.3e-08 | 0.70 | 0.90 | 0.08 | FALSE |
22 | GTEx | Heart Atrial Appendage | PSMG1 | 0.14 | 0.12 | lasso | 2 | 0.10 | 2.2e-05 | 5.4 | -5.4 | 6.6e-08 | 0.70 | 0.65 | 0.19 | FALSE |
23 | GTEx | Lung | PSMG1 | 0.12 | 0.13 | lasso | 5 | 0.12 | 3.4e-09 | 5.5 | -6.1 | 1.1e-09 | 0.78 | 0.54 | 0.46 | FALSE |
24 | GTEx | Muscle Skeletal | PSMG1 | 0.13 | 0.16 | enet | 15 | 0.19 | 7.1e-18 | 6.6 | -6.8 | 1.2e-11 | 0.81 | 0.44 | 0.56 | FALSE |
25 | GTEx | Muscle Skeletal | BRWD1-IT2 | 0.06 | 0.02 | lasso | 4 | 0.01 | 1.7e-02 | 6.3 | 5.9 | 4.4e-09 | -0.74 | 0.25 | 0.48 | FALSE |
26 | GTEx | Nerve Tibial | PSMG1 | 0.27 | 0.24 | lasso | 5 | 0.21 | 1.6e-14 | 5.3 | -5.2 | 2.2e-07 | 0.70 | 1.00 | 0.00 | FALSE |
27 | GTEx | Nerve Tibial | BRWD1-IT2 | 0.11 | 0.08 | lasso | 2 | 0.05 | 3.0e-04 | -6.0 | 6.0 | 1.6e-09 | -0.87 | 0.13 | 0.84 | FALSE |
28 | GTEx | Pancreas | BRWD1-IT2 | 0.18 | 0.05 | lasso | 6 | 0.02 | 6.1e-02 | -6.1 | 5.3 | 1.5e-07 | -0.79 | 0.32 | 0.48 | FALSE |
29 | GTEx | Skin Not Sun Exposed Suprapubic | PSMG1 | 0.26 | 0.34 | lasso | 5 | 0.34 | 2.1e-19 | 6.0 | -5.5 | 3.7e-08 | 0.50 | 0.91 | 0.09 | FALSE |
30 | GTEx | Skin Not Sun Exposed Suprapubic | BRWD1-IT2 | 0.13 | 0.09 | lasso | 3 | 0.08 | 2.5e-05 | -6.0 | 6.3 | 3.1e-10 | -0.86 | 0.03 | 0.96 | FALSE |
31 | GTEx | Skin Sun Exposed Lower leg | PSMG1 | 0.32 | 0.38 | lasso | 3 | 0.38 | 5.5e-33 | 6.0 | -6.0 | 1.9e-09 | 0.58 | 0.92 | 0.08 | FALSE |
32 | GTEx | Skin Sun Exposed Lower leg | BRWD1 | 0.09 | 0.05 | lasso | 8 | 0.04 | 4.9e-04 | 6.1 | -6.0 | 1.6e-09 | 0.58 | 0.07 | 0.81 | FALSE |
33 | GTEx | Testis | PSMG1 | 0.30 | 0.10 | lasso | 4 | 0.06 | 9.5e-04 | 6.6 | -6.2 | 6.6e-10 | 0.71 | 0.19 | 0.24 | FALSE |
34 | GTEx | Testis | HMGN1 | 0.21 | 0.22 | lasso | 3 | 0.21 | 9.7e-10 | 6.2 | -6.6 | 3.1e-11 | 0.71 | 0.63 | 0.37 | FALSE |
35 | GTEx | Testis | BRWD1-IT2 | 0.49 | 0.45 | enet | 19 | 0.46 | 9.0e-23 | -5.9 | -5.9 | 3.7e-09 | 0.86 | 0.95 | 0.05 | FALSE |
36 | GTEx | Thyroid | BRWD1-IT2 | 0.16 | 0.13 | lasso | 6 | 0.14 | 1.1e-10 | -6.0 | 6.4 | 1.7e-10 | -0.85 | 0.31 | 0.69 | FALSE |
37 | GTEx | Vagina | PSMG1 | 0.40 | 0.16 | lasso | 8 | 0.20 | 2.1e-05 | -6.0 | -7.9 | 2.7e-15 | 0.74 | 0.14 | 0.73 | TRUE |
38 | METSIM | Adipose | HMGN1 | 0.11 | 0.13 | lasso | 5 | 0.11 | 9.7e-17 | 6.3 | -6.3 | 3.6e-10 | 0.69 | 0.74 | 0.26 | FALSE |
39 | METSIM | Adipose | PSMG1 | 0.05 | 0.01 | bslmm | 638 | 0.02 | 3.6e-04 | -7.4 | -6.3 | 2.3e-10 | 0.78 | 0.02 | 0.98 | FALSE |
40 | YFS | Blood | BRWD1 | 0.34 | 0.50 | enet | 89 | 0.52 | 1.3e-202 | -6.0 | -5.6 | 2.3e-08 | 0.85 | 0.93 | 0.07 | FALSE |
41 | YFS | Blood | WRB | 0.20 | 0.29 | enet | 18 | 0.29 | 8.4e-95 | 4.7 | 5.1 | 3.0e-07 | -0.37 | 1.00 | 0.00 | FALSE |
42 | The Cancer Genome Atlas | Bladder Urothelial Carcinoma | HMGN1 | 0.07 | 0.12 | lasso | 5 | 0.09 | 6.2e-08 | 6.2 | -6.5 | 1.1e-10 | 0.68 | 0.00 | 1.00 | FALSE |
43 | The Cancer Genome Atlas | Breast Invasive Carcinoma | HMGN1 | 0.04 | 0.05 | lasso | 4 | 0.05 | 5.9e-10 | 6.2 | -6.5 | 7.1e-11 | 0.70 | 0.00 | 1.00 | FALSE |
44 | The Cancer Genome Atlas | Breast Invasive Carcinoma | PSMG1 | 0.05 | 0.09 | lasso | 4 | 0.08 | 1.7e-16 | 6.1 | -6.2 | 6.0e-10 | 0.62 | 0.07 | 0.93 | FALSE |
45 | The Cancer Genome Atlas | Cervical Squamous Cell Carcinoma | HMGN1 | 0.10 | 0.03 | lasso | 2 | 0.04 | 3.7e-03 | 5.4 | -5.6 | 2.1e-08 | 0.57 | 0.02 | 0.62 | FALSE |
46 | The Cancer Genome Atlas | Colon Adenocarcinoma | HMGN1 | 0.06 | 0.03 | blup | 43 | 0.05 | 1.3e-03 | 6.2 | -6.9 | 3.8e-12 | 0.62 | 0.00 | 0.94 | FALSE |
47 | The Cancer Genome Atlas | Colon Adenocarcinoma | PSMG1 | 0.09 | 0.05 | lasso | 2 | 0.03 | 6.5e-03 | 5.3 | -5.3 | 9.0e-08 | 0.70 | 0.03 | 0.33 | FALSE |
48 | The Cancer Genome Atlas | Glioblastoma Multiforme | HMGN1 | 0.19 | 0.04 | blup | 43 | 0.08 | 2.1e-03 | 4.0 | -5.6 | 2.6e-08 | 0.58 | 0.01 | 0.87 | FALSE |
49 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | HMGN1 | 0.08 | 0.10 | lasso | 2 | 0.09 | 8.7e-11 | 6.2 | -6.2 | 4.5e-10 | 0.69 | 0.00 | 1.00 | FALSE |
50 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | PSMG1 | 0.04 | 0.04 | lasso | 2 | 0.03 | 2.5e-04 | 5.4 | -5.4 | 6.6e-08 | 0.70 | 0.17 | 0.50 | FALSE |
51 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | HMGN1 | 0.17 | 0.14 | lasso | 4 | 0.14 | 2.4e-15 | 6.2 | -6.3 | 2.2e-10 | 0.68 | 0.00 | 1.00 | FALSE |
52 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | PSMG1 | 0.08 | 0.07 | lasso | 4 | 0.06 | 1.4e-07 | -6.1 | -6.4 | 1.3e-10 | 0.86 | 0.11 | 0.89 | FALSE |
53 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | HMGN1 | 0.13 | 0.12 | enet | 6 | 0.14 | 1.9e-08 | 6.0 | -5.7 | 1.1e-08 | 0.61 | 0.01 | 0.99 | FALSE |
54 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | PSMG1 | 0.08 | 0.06 | blup | 61 | 0.06 | 2.5e-04 | 5.3 | -6.5 | 1.1e-10 | 0.74 | 0.07 | 0.67 | FALSE |
55 | The Cancer Genome Atlas | Brain Lower Grade Glioma | BRWD1 | 0.11 | 0.03 | enet | 9 | 0.03 | 1.5e-04 | -6.6 | -5.9 | 4.6e-09 | 0.33 | 0.10 | 0.31 | FALSE |
56 | The Cancer Genome Atlas | Brain Lower Grade Glioma | HMGN1 | 0.14 | 0.08 | blup | 43 | 0.08 | 3.9e-09 | 6.2 | -6.7 | 2.6e-11 | 0.71 | 0.00 | 1.00 | FALSE |
57 | The Cancer Genome Atlas | Liver Hepatocellular Carcinoma | HMGN1 | 0.12 | 0.12 | enet | 7 | 0.12 | 1.9e-06 | 6.0 | -6.3 | 2.8e-10 | 0.64 | 0.01 | 0.99 | FALSE |
58 | The Cancer Genome Atlas | Liver Hepatocellular Carcinoma | PSMG1 | 0.07 | 0.07 | blup | 61 | 0.04 | 6.3e-03 | 6.6 | -6.5 | 9.9e-11 | 0.76 | 0.01 | 0.93 | FALSE |
59 | The Cancer Genome Atlas | Lung Adenocarcinoma | PSMG1 | 0.04 | 0.02 | blup | 61 | 0.03 | 4.8e-04 | 6.0 | -6.6 | 4.1e-11 | 0.76 | 0.03 | 0.96 | FALSE |
60 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | HMGN1 | 0.05 | 0.03 | lasso | 3 | 0.03 | 1.6e-04 | 5.4 | -6.0 | 2.4e-09 | 0.61 | 0.01 | 0.98 | FALSE |
61 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | PSMG1 | 0.04 | 0.04 | blup | 61 | 0.04 | 2.1e-05 | -6.1 | -7.0 | 3.3e-12 | 0.82 | 0.03 | 0.97 | FALSE |
62 | The Cancer Genome Atlas | Ovarian Serous Cystadenocarcinoma | HMGN1 | 0.06 | 0.05 | blup | 43 | 0.02 | 1.6e-02 | 6.2 | -5.9 | 3.8e-09 | 0.40 | 0.00 | 0.95 | FALSE |
63 | The Cancer Genome Atlas | Pancreatic Adenocarcinoma | PSMG1 | 0.11 | 0.10 | blup | 61 | 0.08 | 2.2e-04 | 6.0 | -5.8 | 8.1e-09 | 0.74 | 0.04 | 0.91 | FALSE |
64 | The Cancer Genome Atlas | Pheochromocytoma and Paraganglioma | HMGN1 | 0.12 | 0.13 | lasso | 4 | 0.12 | 2.2e-05 | 6.0 | -6.4 | 1.2e-10 | 0.60 | 0.02 | 0.96 | FALSE |
65 | The Cancer Genome Atlas | Pheochromocytoma and Paraganglioma | PSMG1 | 0.07 | 0.04 | blup | 61 | 0.06 | 1.7e-03 | 3.9 | -6.8 | 1.1e-11 | 0.71 | 0.04 | 0.83 | FALSE |
66 | The Cancer Genome Atlas | Prostate Adenocarcinoma | HMGN1 | 0.27 | 0.06 | enet | 17 | 0.10 | 2.5e-10 | 6.2 | -5.8 | 5.3e-09 | 0.54 | 0.00 | 1.00 | FALSE |
67 | The Cancer Genome Atlas | Skin Cutaneous Melanoma | WRB | 0.12 | 0.06 | blup | 48 | 0.10 | 1.2e-03 | 4.0 | 5.3 | 1.4e-07 | -0.42 | 0.03 | 0.19 | FALSE |
68 | The Cancer Genome Atlas | Stomach Adenocarcinoma | BRWD1 | 0.04 | 0.02 | blup | 97 | 0.03 | 2.3e-03 | 5.4 | -6.7 | 1.8e-11 | 0.63 | 0.10 | 0.14 | FALSE |
69 | The Cancer Genome Atlas | Stomach Adenocarcinoma | HMGN1 | 0.07 | 0.08 | lasso | 2 | 0.06 | 2.9e-05 | 6.2 | -6.2 | 4.5e-10 | 0.69 | 0.00 | 1.00 | FALSE |
70 | The Cancer Genome Atlas | Stomach Adenocarcinoma | PSMG1 | 0.05 | 0.02 | blup | 61 | 0.02 | 1.4e-02 | -6.0 | -6.2 | 6.2e-10 | 0.83 | 0.02 | 0.75 | FALSE |
71 | The Cancer Genome Atlas | Thyroid Carcinoma | HMGN1 | 0.15 | 0.21 | lasso | 4 | 0.20 | 9.9e-19 | 6.2 | -6.5 | 1.0e-10 | 0.73 | 0.00 | 1.00 | FALSE |
72 | The Cancer Genome Atlas | Thyroid Carcinoma | PSMG1 | 0.03 | 0.01 | blup | 61 | 0.02 | 9.1e-03 | 5.4 | -6.4 | 2.1e-10 | 0.70 | 0.04 | 0.36 | FALSE |
73 | The Cancer Genome Atlas | Uterine Corpus Endometrial Carcinoma | HMGN1 | 0.23 | 0.09 | enet | 8 | 0.18 | 9.6e-06 | -5.9 | -5.9 | 3.3e-09 | 0.77 | 0.01 | 0.99 | FALSE |