Best TWAS P=5.07e-23 · Best GWAS P=1.27e-28 conditioned to 1.44e-06
# | 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 | PM20D1 | 0.27 | 0.41 | enet | 15 | 0.41 | 7.8e-54 | -7.1 | -7.1 | 1.1e-12 | 0.38 | 1.00 | 0.00 | FALSE |
2 | CommonMind | Brain Pre-frontal Cortex | SLC26A9 | 0.13 | 0.16 | lasso | 3 | 0.16 | 3.1e-19 | -7.1 | -7.8 | 7.4e-15 | 0.40 | 1.00 | 0.00 | FALSE |
3 | GTEx | Adipose Subcutaneous | NUCKS1 | 0.11 | 0.10 | lasso | 3 | 0.08 | 9.4e-07 | -6.3 | 6.4 | 1.4e-10 | -0.38 | 0.98 | 0.01 | FALSE |
4 | GTEx | Adrenal Gland | NUCKS1 | 0.17 | 0.00 | enet | 11 | 0.02 | 6.7e-02 | -6.8 | 5.8 | 5.3e-09 | -0.30 | 0.09 | 0.16 | FALSE |
5 | GTEx | Artery Aorta | NUCKS1 | 0.14 | 0.11 | lasso | 3 | 0.08 | 3.7e-05 | -6.8 | 6.3 | 2.1e-10 | -0.37 | 0.77 | 0.11 | FALSE |
6 | GTEx | Artery Coronary | RAB7L1 | 0.47 | 0.10 | enet | 55 | 0.19 | 5.5e-07 | 4.3 | -6.0 | 2.1e-09 | 0.22 | 0.52 | 0.03 | FALSE |
7 | GTEx | Artery Tibial | NUCKS1 | 0.13 | 0.03 | lasso | 2 | 0.01 | 4.0e-02 | -7.6 | 7.9 | 3.9e-15 | -0.39 | 0.21 | 0.41 | FALSE |
8 | GTEx | Brain Caudate basal ganglia | NUCKS1 | 0.25 | 0.24 | lasso | 3 | 0.25 | 8.1e-08 | 5.2 | -5.2 | 2.3e-07 | 0.30 | 0.42 | 0.05 | FALSE |
9 | GTEx | Brain Cerebellum | NUCKS1 | 0.22 | 0.13 | lasso | 3 | 0.08 | 2.0e-03 | -7.6 | 7.5 | 8.0e-14 | -0.40 | 0.26 | 0.15 | FALSE |
10 | GTEx | Brain Cerebellum | SLC41A1 | 0.27 | 0.09 | lasso | 4 | 0.08 | 2.1e-03 | -6.7 | -6.7 | 1.9e-11 | 0.33 | 0.11 | 0.05 | FALSE |
11 | GTEx | Brain Putamen basal ganglia | NUCKS1 | 0.40 | 0.26 | lasso | 4 | 0.27 | 3.2e-07 | -6.3 | 6.3 | 2.5e-10 | -0.38 | 0.34 | 0.07 | FALSE |
12 | GTEx | Breast Mammary Tissue | NUCKS1 | 0.15 | 0.05 | lasso | 4 | 0.09 | 2.5e-05 | -6.3 | 6.3 | 3.0e-10 | -0.38 | 0.82 | 0.02 | FALSE |
13 | GTEx | Cells Transformed fibroblasts | RAB7L1 | 0.30 | 0.23 | enet | 19 | 0.36 | 8.6e-28 | 3.4 | -5.8 | 7.3e-09 | 0.37 | 1.00 | 0.00 | FALSE |
14 | GTEx | Esophagus Mucosa | NUCKS1 | 0.12 | 0.11 | enet | 6 | 0.06 | 7.2e-05 | 5.2 | 5.9 | 3.0e-09 | -0.34 | 0.77 | 0.19 | FALSE |
15 | GTEx | Esophagus Mucosa | RAB7L1 | 0.26 | 0.11 | enet | 34 | 0.18 | 4.5e-12 | 5.2 | -6.2 | 8.0e-10 | 0.33 | 1.00 | 0.00 | TRUE |
16 | GTEx | Esophagus Mucosa | SLC41A1 | 0.17 | 0.09 | enet | 25 | 0.12 | 1.1e-08 | -7.1 | -6.2 | 4.5e-10 | 0.32 | 0.68 | 0.26 | FALSE |
17 | GTEx | Esophagus Muscularis | NUCKS1 | 0.21 | 0.22 | lasso | 5 | 0.20 | 3.6e-12 | -6.7 | 6.8 | 1.1e-11 | -0.38 | 1.00 | 0.00 | FALSE |
18 | GTEx | Esophagus Muscularis | MDM4 | 0.14 | 0.05 | lasso | 4 | 0.05 | 8.6e-04 | -5.7 | -5.6 | 1.8e-08 | 0.02 | 0.01 | 0.98 | TRUE |
19 | GTEx | Heart Atrial Appendage | NUCKS1 | 0.12 | 0.14 | enet | 4 | 0.08 | 1.7e-04 | 5.2 | 5.8 | 6.8e-09 | -0.32 | 0.44 | 0.05 | FALSE |
20 | GTEx | Heart Atrial Appendage | RAB7L1 | 0.20 | 0.17 | enet | 12 | 0.14 | 4.9e-07 | 5.2 | -5.7 | 1.4e-08 | 0.35 | 0.97 | 0.01 | FALSE |
21 | GTEx | Heart Left Ventricle | NUCKS1 | 0.10 | 0.04 | lasso | 3 | 0.05 | 1.4e-03 | -6.8 | 7.0 | 3.6e-12 | -0.39 | 0.20 | 0.27 | FALSE |
22 | GTEx | Lung | NUCKS1 | 0.09 | 0.07 | lasso | 3 | 0.04 | 2.6e-04 | -6.3 | 6.2 | 4.7e-10 | -0.38 | 0.76 | 0.19 | FALSE |
23 | GTEx | Nerve Tibial | NUCKS1 | 0.25 | 0.21 | enet | 16 | 0.22 | 7.3e-16 | -6.4 | 6.9 | 5.0e-12 | -0.40 | 1.00 | 0.00 | FALSE |
24 | GTEx | Nerve Tibial | SLC41A1 | 0.12 | 0.02 | lasso | 4 | 0.05 | 2.5e-04 | -7.1 | -6.4 | 1.4e-10 | 0.35 | 0.74 | 0.01 | FALSE |
25 | GTEx | Pancreas | NUCKS1 | 0.16 | 0.00 | lasso | 4 | 0.00 | 4.5e-01 | 5.2 | 8.3 | 1.1e-16 | -0.54 | 0.09 | 0.31 | FALSE |
26 | GTEx | Pancreas | SLC41A1 | 0.24 | 0.21 | lasso | 5 | 0.19 | 1.4e-08 | -7.1 | -7.2 | 8.1e-13 | 0.38 | 0.92 | 0.02 | FALSE |
27 | GTEx | Pituitary | NUCKS1 | 0.26 | 0.19 | lasso | 2 | 0.20 | 7.6e-06 | -6.7 | 6.7 | 2.2e-11 | -0.36 | 0.13 | 0.61 | FALSE |
28 | GTEx | Prostate | NUCKS1 | 0.38 | 0.23 | lasso | 8 | 0.32 | 7.5e-09 | 6.2 | -6.7 | 2.2e-11 | 0.40 | 0.34 | 0.14 | FALSE |
29 | GTEx | Skin Not Sun Exposed Suprapubic | NUCKS1 | 0.20 | 0.14 | lasso | 4 | 0.13 | 2.0e-07 | -6.3 | 6.6 | 3.9e-11 | -0.38 | 0.99 | 0.00 | FALSE |
30 | GTEx | Skin Sun Exposed Lower leg | NUCKS1 | 0.20 | 0.26 | lasso | 5 | 0.26 | 1.5e-21 | -6.3 | 6.5 | 7.7e-11 | -0.39 | 1.00 | 0.00 | FALSE |
31 | GTEx | Skin Sun Exposed Lower leg | SLC45A3 | 0.08 | 0.00 | lasso | 5 | 0.00 | 3.6e-01 | 5.2 | 5.2 | 1.8e-07 | -0.31 | 0.13 | 0.04 | FALSE |
32 | GTEx | Spleen | NUCKS1 | 0.24 | 0.04 | enet | 44 | 0.10 | 1.6e-03 | -7.1 | 5.8 | 5.6e-09 | -0.33 | 0.08 | 0.30 | FALSE |
33 | GTEx | Stomach | NUCKS1 | 0.21 | 0.11 | lasso | 8 | 0.15 | 1.1e-07 | -6.7 | 7.1 | 1.2e-12 | -0.40 | 0.92 | 0.03 | FALSE |
34 | GTEx | Testis | NUCKS1 | 0.16 | 0.16 | enet | 15 | 0.16 | 1.3e-07 | -6.8 | 7.0 | 2.3e-12 | -0.40 | 0.95 | 0.01 | FALSE |
35 | GTEx | Thyroid | NUCKS1 | 0.26 | 0.16 | lasso | 6 | 0.19 | 1.8e-14 | -6.5 | 6.9 | 4.9e-12 | -0.38 | 1.00 | 0.00 | FALSE |
36 | GTEx | Thyroid | SLC41A1 | 0.06 | 0.00 | enet | 10 | 0.02 | 1.5e-02 | -7.1 | -6.6 | 5.2e-11 | 0.33 | 0.05 | 0.51 | FALSE |
37 | METSIM | Adipose | NUCKS1 | 0.05 | 0.02 | lasso | 6 | 0.01 | 4.3e-03 | -6.8 | 6.7 | 1.8e-11 | -0.38 | 0.62 | 0.04 | FALSE |
38 | METSIM | Adipose | PM20D1 | 0.25 | 0.30 | bslmm | 377 | 0.31 | 8.4e-47 | -7.1 | 7.2 | 5.5e-13 | -0.39 | 1.00 | 0.00 | FALSE |
39 | METSIM | Adipose | SLC41A1 | 0.07 | 0.08 | lasso | 7 | 0.08 | 1.9e-11 | 6.2 | -6.7 | 3.0e-11 | 0.38 | 1.00 | 0.00 | FALSE |
40 | YFS | Blood | NUCKS1 | 0.15 | 0.24 | lasso | 4 | 0.25 | 1.4e-80 | -6.3 | 6.5 | 1.2e-10 | -0.38 | 1.00 | 0.00 | FALSE |
41 | YFS | Blood | RAB7L1 | 0.06 | 0.07 | lasso | 6 | 0.06 | 1.1e-19 | 5.2 | -5.9 | 4.0e-09 | 0.33 | 1.00 | 0.00 | FALSE |
42 | YFS | Blood | SLC41A1 | 0.06 | 0.05 | enet | 15 | 0.05 | 2.6e-17 | -7.6 | -7.1 | 9.1e-13 | 0.36 | 1.00 | 0.00 | FALSE |
43 | The Cancer Genome Atlas | Bladder Urothelial Carcinoma | PM20D1 | 0.22 | 0.26 | lasso | 5 | 0.26 | 1.7e-22 | -7.6 | 7.7 | 1.1e-14 | -0.41 | 0.02 | 0.98 | FALSE |
44 | The Cancer Genome Atlas | Breast Invasive Carcinoma | PM20D1 | 0.24 | 0.37 | lasso | 5 | 0.39 | 4.9e-85 | -7.1 | 7.6 | 3.5e-14 | -0.40 | 0.22 | 0.78 | FALSE |
45 | The Cancer Genome Atlas | Cervical Squamous Cell Carcinoma | PM20D1 | 0.18 | 0.19 | blup | 47 | 0.18 | 1.9e-09 | -7.1 | 7.9 | 2.1e-15 | -0.43 | 0.06 | 0.94 | FALSE |
46 | The Cancer Genome Atlas | Colon Adenocarcinoma | PM20D1 | 0.26 | 0.13 | enet | 14 | 0.16 | 9.7e-10 | 6.2 | 8.2 | 2.5e-16 | -0.40 | 0.21 | 0.79 | FALSE |
47 | The Cancer Genome Atlas | Glioblastoma Multiforme | PM20D1 | 0.29 | 0.06 | blup | 47 | 0.18 | 3.9e-06 | -7.9 | 7.5 | 9.0e-14 | -0.35 | 0.00 | 0.98 | FALSE |
48 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | PM20D1 | 0.19 | 0.25 | lasso | 5 | 0.25 | 3.0e-28 | -7.1 | 7.4 | 1.8e-13 | -0.40 | 0.05 | 0.95 | FALSE |
49 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | RAB7L1 | 0.09 | 0.13 | lasso | 6 | 0.13 | 3.6e-14 | 4.4 | -5.9 | 4.6e-09 | 0.34 | 0.58 | 0.42 | FALSE |
50 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | SLC45A3 | 0.08 | 0.00 | blup | 80 | 0.03 | 5.5e-04 | 3.4 | -5.3 | 1.4e-07 | 0.24 | 0.03 | 0.43 | FALSE |
51 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | PM20D1 | 0.29 | 0.35 | enet | 18 | 0.35 | 5.1e-41 | -7.1 | 7.4 | 1.6e-13 | -0.38 | 0.22 | 0.78 | FALSE |
52 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | RAB7L1 | 0.09 | 0.08 | enet | 11 | 0.08 | 1.7e-09 | 5.2 | -5.9 | 3.1e-09 | 0.34 | 0.62 | 0.38 | FALSE |
53 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | PM20D1 | 0.19 | 0.19 | enet | 4 | 0.19 | 4.5e-11 | -7.1 | 7.4 | 1.0e-13 | -0.40 | 0.03 | 0.97 | FALSE |
54 | The Cancer Genome Atlas | Brain Lower Grade Glioma | PM20D1 | 0.41 | 0.43 | enet | 20 | 0.44 | 9.2e-55 | -7.1 | 7.6 | 2.8e-14 | -0.39 | 0.22 | 0.78 | FALSE |
55 | The Cancer Genome Atlas | Brain Lower Grade Glioma | RAB7L1 | 0.09 | 0.08 | lasso | 2 | 0.07 | 1.1e-08 | 5.2 | -5.2 | 1.8e-07 | 0.30 | 0.99 | 0.01 | FALSE |
56 | The Cancer Genome Atlas | Lung Adenocarcinoma | PM20D1 | 0.31 | 0.39 | enet | 16 | 0.41 | 5.1e-52 | -7.1 | 7.9 | 2.7e-15 | -0.40 | 0.05 | 0.95 | FALSE |
57 | The Cancer Genome Atlas | Lung Adenocarcinoma | RAB7L1 | 0.02 | 0.02 | enet | 5 | 0.03 | 4.6e-04 | 4.4 | -5.8 | 7.7e-09 | 0.35 | 0.02 | 0.53 | FALSE |
58 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | PM20D1 | 0.26 | 0.34 | lasso | 3 | 0.34 | 1.9e-40 | -7.1 | 7.2 | 4.0e-13 | -0.40 | 0.22 | 0.78 | FALSE |
59 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | RAB7L1 | 0.06 | 0.05 | enet | 6 | 0.06 | 2.6e-07 | 4.3 | -6.7 | 2.9e-11 | 0.37 | 0.28 | 0.70 | FALSE |
60 | The Cancer Genome Atlas | Ovarian Serous Cystadenocarcinoma | PM20D1 | 0.12 | 0.13 | blup | 47 | 0.12 | 9.1e-09 | -7.1 | 7.5 | 6.5e-14 | -0.38 | 0.10 | 0.90 | FALSE |
61 | The Cancer Genome Atlas | Ovarian Serous Cystadenocarcinoma | RAB7L1 | 0.06 | 0.06 | blup | 46 | 0.06 | 5.2e-05 | -6.8 | -6.9 | 5.3e-12 | 0.41 | 0.01 | 0.98 | FALSE |
62 | The Cancer Genome Atlas | Pancreatic Adenocarcinoma | PM20D1 | 0.32 | 0.34 | lasso | 2 | 0.34 | 9.7e-15 | -7.6 | 7.5 | 7.3e-14 | -0.39 | 0.02 | 0.98 | FALSE |
63 | The Cancer Genome Atlas | Pancreatic Adenocarcinoma | RAB7L1 | 0.09 | 0.04 | blup | 46 | 0.04 | 1.2e-02 | 5.2 | -5.9 | 4.3e-09 | 0.35 | 0.06 | 0.67 | FALSE |
64 | The Cancer Genome Atlas | Pancreatic Adenocarcinoma | SLC26A9 | 0.15 | 0.06 | lasso | 3 | 0.05 | 5.2e-03 | 9.9 | 9.9 | 5.1e-23 | -0.52 | 0.08 | 0.47 | TRUE |
65 | The Cancer Genome Atlas | Pheochromocytoma and Paraganglioma | PM20D1 | 0.34 | 0.13 | enet | 20 | 0.21 | 9.7e-09 | 4.8 | 6.1 | 1.3e-09 | -0.29 | 0.18 | 0.82 | FALSE |
66 | The Cancer Genome Atlas | Pheochromocytoma and Paraganglioma | RAB7L1 | 0.17 | 0.13 | lasso | 2 | 0.11 | 4.4e-05 | 5.2 | -5.2 | 2.1e-07 | 0.29 | 0.12 | 0.48 | FALSE |
67 | The Cancer Genome Atlas | Prostate Adenocarcinoma | NUCKS1 | 0.04 | 0.05 | lasso | 2 | 0.03 | 1.5e-04 | -6.8 | 7.0 | 3.4e-12 | -0.42 | 0.10 | 0.82 | FALSE |
68 | The Cancer Genome Atlas | Prostate Adenocarcinoma | PM20D1 | 0.16 | 0.14 | enet | 15 | 0.16 | 5.6e-16 | -7.1 | 8.0 | 9.6e-16 | -0.44 | 0.23 | 0.77 | FALSE |
69 | The Cancer Genome Atlas | Prostate Adenocarcinoma | RAB7L1 | 0.12 | 0.12 | lasso | 2 | 0.12 | 3.8e-12 | 5.2 | -5.2 | 1.6e-07 | 0.30 | 1.00 | 0.00 | FALSE |
70 | The Cancer Genome Atlas | Rectum Adenocarcinoma | PM20D1 | 0.17 | 0.02 | blup | 47 | 0.01 | 2.2e-01 | -7.6 | 7.1 | 1.4e-12 | -0.37 | 0.01 | 0.43 | FALSE |
71 | The Cancer Genome Atlas | Soft Tissue Sarcoma | PM20D1 | 0.23 | 0.24 | lasso | 4 | 0.24 | 1.2e-14 | -7.1 | 7.1 | 1.2e-12 | -0.38 | 0.06 | 0.94 | FALSE |
72 | The Cancer Genome Atlas | Skin Cutaneous Melanoma | PM20D1 | 0.17 | 0.11 | lasso | 3 | 0.07 | 5.0e-03 | -7.1 | 7.3 | 2.8e-13 | -0.39 | 0.02 | 0.36 | FALSE |
73 | The Cancer Genome Atlas | Stomach Adenocarcinoma | PM20D1 | 0.09 | 0.11 | enet | 6 | 0.10 | 1.3e-07 | 6.2 | 6.7 | 2.5e-11 | -0.39 | 0.34 | 0.65 | FALSE |
74 | The Cancer Genome Atlas | Stomach Adenocarcinoma | RAB7L1 | 0.07 | 0.04 | blup | 46 | 0.07 | 1.2e-05 | -7.6 | -5.9 | 3.5e-09 | 0.35 | 0.00 | 0.99 | FALSE |
75 | The Cancer Genome Atlas | Testicular Germ Cell Tumors | PM20D1 | 0.42 | 0.34 | lasso | 3 | 0.34 | 6.9e-13 | -7.1 | 7.2 | 4.5e-13 | -0.36 | 0.14 | 0.86 | FALSE |
76 | The Cancer Genome Atlas | Testicular Germ Cell Tumors | SLC41A1 | 0.13 | 0.03 | blup | 55 | 0.03 | 2.6e-02 | -6.8 | 6.5 | 6.7e-11 | -0.32 | 0.03 | 0.67 | FALSE |
77 | The Cancer Genome Atlas | Thyroid Carcinoma | NUCKS1 | 0.07 | 0.07 | blup | 59 | 0.07 | 1.3e-07 | -6.5 | 6.4 | 1.6e-10 | -0.37 | 0.03 | 0.97 | FALSE |
78 | The Cancer Genome Atlas | Thyroid Carcinoma | PM20D1 | 0.26 | 0.40 | lasso | 4 | 0.41 | 2.0e-42 | -7.1 | 7.3 | 3.5e-13 | -0.39 | 0.09 | 0.91 | FALSE |
79 | The Cancer Genome Atlas | Thyroid Carcinoma | RAB7L1 | 0.13 | 0.17 | enet | 15 | 0.21 | 3.6e-20 | 5.2 | -6.3 | 2.9e-10 | 0.38 | 0.10 | 0.90 | FALSE |
80 | The Cancer Genome Atlas | Uterine Corpus Endometrial Carcinoma | NUCKS1 | 0.11 | 0.02 | blup | 58 | 0.09 | 1.9e-03 | 4.3 | 5.9 | 2.9e-09 | -0.36 | 0.03 | 0.46 | FALSE |
81 | The Cancer Genome Atlas | Uterine Corpus Endometrial Carcinoma | PM20D1 | 0.19 | 0.09 | lasso | 4 | 0.12 | 4.2e-04 | -7.6 | 8.0 | 1.1e-15 | -0.41 | 0.01 | 0.82 | FALSE |