Best TWAS P=2.48e-12 · Best GWAS P=9.36e-12 conditioned to 0.728
# | 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 | ZNF385C | 0.05 | 0.07 | lasso | 3 | 0.05 | 3.5e-07 | -5.5 | 5.2 | 1.9e-07 | -0.68 | 0.39 | 0.61 | FALSE |
2 | GTEx | Adipose Subcutaneous | NT5C3B | 0.50 | 0.64 | enet | 25 | 0.66 | 1.9e-70 | -6.5 | -6.7 | 2.6e-11 | 0.95 | 0.07 | 0.93 | FALSE |
3 | GTEx | Adipose Subcutaneous | FKBP10 | 0.09 | 0.03 | lasso | 5 | 0.04 | 1.6e-04 | -5.0 | -6.4 | 1.7e-10 | 0.79 | 0.10 | 0.89 | FALSE |
4 | GTEx | Adipose Visceral Omentum | NT5C3B | 0.41 | 0.59 | lasso | 6 | 0.59 | 6.4e-37 | -6.5 | -6.6 | 4.0e-11 | 0.98 | 0.03 | 0.97 | FALSE |
5 | GTEx | Adrenal Gland | NT5C3B | 0.51 | 0.49 | lasso | 6 | 0.51 | 3.5e-21 | -6.4 | -6.2 | 5.2e-10 | 0.96 | 0.06 | 0.94 | FALSE |
6 | GTEx | Artery Aorta | NT5C3B | 0.53 | 0.62 | lasso | 3 | 0.62 | 2.0e-42 | -6.5 | -6.5 | 7.3e-11 | 0.97 | 0.07 | 0.93 | FALSE |
7 | GTEx | Artery Aorta | FKBP10 | 0.24 | 0.13 | lasso | 7 | 0.12 | 2.5e-07 | -6.5 | -5.9 | 3.3e-09 | 0.96 | 0.03 | 0.97 | FALSE |
8 | GTEx | Artery Coronary | NT5C3B | 0.45 | 0.52 | lasso | 3 | 0.52 | 5.3e-20 | -6.5 | -6.6 | 4.9e-11 | 0.97 | 0.04 | 0.96 | FALSE |
9 | GTEx | Artery Coronary | FKBP10 | 0.13 | 0.08 | lasso | 2 | 0.06 | 5.7e-03 | -6.5 | -6.5 | 6.8e-11 | 0.96 | 0.04 | 0.88 | FALSE |
10 | GTEx | Artery Tibial | NT5C3B | 0.49 | 0.63 | lasso | 2 | 0.63 | 1.1e-62 | -6.5 | -6.5 | 6.7e-11 | 0.97 | 0.06 | 0.94 | FALSE |
11 | GTEx | Brain Caudate basal ganglia | NT5C3B | 0.28 | 0.26 | enet | 13 | 0.31 | 1.4e-09 | -6.4 | -6.0 | 1.8e-09 | 0.90 | 0.04 | 0.96 | FALSE |
12 | GTEx | Brain Cerebellar Hemisphere | NT5C3B | 0.23 | 0.12 | lasso | 5 | 0.10 | 1.5e-03 | -6.4 | -6.4 | 1.5e-10 | 0.98 | 0.04 | 0.91 | FALSE |
13 | GTEx | Brain Cerebellum | NT5C3B | 0.41 | 0.29 | lasso | 5 | 0.36 | 2.1e-11 | -6.7 | -6.6 | 4.7e-11 | 1.00 | 0.03 | 0.97 | FALSE |
14 | GTEx | Brain Cortex | NT5C3B | 0.37 | 0.29 | enet | 13 | 0.38 | 1.6e-11 | -6.7 | -6.5 | 9.7e-11 | 0.96 | 0.03 | 0.97 | FALSE |
15 | GTEx | Brain Frontal Cortex BA9 | NT5C3B | 0.23 | 0.27 | lasso | 2 | 0.27 | 8.4e-08 | -6.5 | -6.5 | 6.7e-11 | 0.97 | 0.04 | 0.96 | FALSE |
16 | GTEx | Brain Hypothalamus | NT5C3B | 0.37 | 0.23 | lasso | 5 | 0.22 | 5.1e-06 | -6.4 | -6.4 | 1.5e-10 | 0.96 | 0.04 | 0.95 | FALSE |
17 | GTEx | Brain Nucleus accumbens basal ganglia | NT5C3B | 0.13 | 0.14 | enet | 8 | 0.10 | 1.3e-03 | -6.4 | -6.6 | 4.1e-11 | 0.99 | 0.03 | 0.94 | FALSE |
18 | GTEx | Brain Nucleus accumbens basal ganglia | FKBP10 | 0.25 | 0.11 | lasso | 13 | 0.07 | 6.5e-03 | -6.6 | -6.0 | 1.7e-09 | 0.97 | 0.03 | 0.86 | FALSE |
19 | GTEx | Breast Mammary Tissue | NT5C3B | 0.49 | 0.60 | lasso | 4 | 0.62 | 3.9e-40 | -6.5 | -6.5 | 7.0e-11 | 0.97 | 0.07 | 0.93 | FALSE |
20 | GTEx | Breast Mammary Tissue (Female) | NT5C3B | 0.44 | 0.50 | lasso | 4 | 0.51 | 1.5e-17 | -6.5 | -6.5 | 7.0e-11 | 0.97 | 0.04 | 0.96 | FALSE |
21 | GTEx | Cells EBV-transformed lymphocytes | NT5C3B | 0.55 | 0.53 | enet | 30 | 0.57 | 2.4e-22 | -6.5 | -5.4 | 5.4e-08 | 0.97 | 0.03 | 0.97 | FALSE |
22 | GTEx | Cells Transformed fibroblasts | NT5C3B | 0.62 | 0.73 | lasso | 8 | 0.74 | 2.3e-81 | -6.5 | -6.4 | 1.6e-10 | 0.97 | 0.07 | 0.93 | FALSE |
23 | GTEx | Cells Transformed fibroblasts | FKBP10 | 0.23 | 0.20 | lasso | 4 | 0.19 | 1.8e-14 | -6.5 | -6.2 | 4.8e-10 | 0.95 | 0.06 | 0.94 | FALSE |
24 | GTEx | Colon Sigmoid | NT5C3B | 0.50 | 0.56 | lasso | 6 | 0.55 | 6.4e-23 | -6.4 | -6.4 | 1.3e-10 | 0.97 | 0.05 | 0.95 | FALSE |
25 | GTEx | Colon Transverse | NT5C3B | 0.37 | 0.41 | lasso | 3 | 0.39 | 6.1e-20 | -6.8 | -6.7 | 1.6e-11 | 0.99 | 0.02 | 0.98 | FALSE |
26 | GTEx | Esophagus Gastroesophageal Junction | NT5C3B | 0.47 | 0.58 | enet | 16 | 0.62 | 3.8e-28 | -6.4 | -6.8 | 8.1e-12 | 0.96 | 0.04 | 0.96 | FALSE |
27 | GTEx | Esophagus Gastroesophageal Junction | FKBP10 | 0.11 | 0.08 | lasso | 2 | 0.04 | 1.2e-02 | -6.8 | -6.9 | 5.9e-12 | 0.99 | 0.04 | 0.86 | FALSE |
28 | GTEx | Esophagus Mucosa | NT5C3B | 0.39 | 0.46 | enet | 16 | 0.48 | 8.5e-36 | -6.5 | -6.3 | 4.0e-10 | 0.97 | 0.06 | 0.94 | FALSE |
29 | GTEx | Esophagus Muscularis | NT5C3B | 0.47 | 0.65 | lasso | 2 | 0.65 | 8.1e-51 | -6.5 | -6.5 | 6.7e-11 | 0.97 | 0.07 | 0.93 | FALSE |
30 | GTEx | Esophagus Muscularis | FKBP10 | 0.20 | 0.13 | lasso | 5 | 0.11 | 2.1e-07 | -6.8 | -6.7 | 1.6e-11 | 0.99 | 0.02 | 0.98 | FALSE |
31 | GTEx | Heart Atrial Appendage | NT5C3B | 0.37 | 0.43 | lasso | 3 | 0.42 | 3.5e-20 | -6.5 | -6.5 | 6.7e-11 | 0.97 | 0.05 | 0.95 | FALSE |
32 | GTEx | Heart Left Ventricle | NT5C3B | 0.35 | 0.40 | enet | 22 | 0.39 | 5.9e-22 | -6.5 | -6.0 | 2.6e-09 | 0.95 | 0.06 | 0.94 | FALSE |
33 | GTEx | Liver | NT5C3B | 0.33 | 0.30 | enet | 10 | 0.29 | 7.1e-09 | -6.5 | -6.0 | 1.8e-09 | 0.96 | 0.04 | 0.96 | FALSE |
34 | GTEx | Lung | NAGLU | 0.16 | 0.06 | enet | 29 | 0.06 | 1.5e-05 | -4.4 | 5.9 | 4.4e-09 | -0.06 | 0.04 | 0.90 | TRUE |
35 | GTEx | Lung | NT5C3B | 0.47 | 0.64 | lasso | 5 | 0.64 | 2.6e-62 | -6.5 | -6.5 | 8.4e-11 | 0.97 | 0.06 | 0.94 | FALSE |
36 | GTEx | Lung | FKBP10 | 0.07 | 0.03 | lasso | 3 | 0.02 | 1.4e-02 | -6.7 | -6.7 | 1.6e-11 | 1.00 | 0.02 | 0.96 | FALSE |
37 | GTEx | Muscle Skeletal | NT5C3B | 0.35 | 0.48 | lasso | 8 | 0.48 | 5.5e-53 | -6.5 | -6.6 | 3.9e-11 | 0.98 | 0.06 | 0.94 | FALSE |
38 | GTEx | Muscle Skeletal | FKBP10 | 0.05 | 0.01 | lasso | 5 | 0.01 | 1.9e-02 | -5.5 | -6.8 | 9.3e-12 | 0.82 | 0.04 | 0.94 | FALSE |
39 | GTEx | Nerve Tibial | NT5C3B | 0.54 | 0.64 | enet | 18 | 0.66 | 7.9e-61 | -6.5 | -6.7 | 1.6e-11 | 0.95 | 0.06 | 0.94 | FALSE |
40 | GTEx | Nerve Tibial | FKBP10 | 0.21 | 0.24 | enet | 11 | 0.24 | 2.3e-17 | -6.4 | -6.7 | 1.5e-11 | 0.97 | 0.04 | 0.96 | FALSE |
41 | GTEx | Nerve Tibial | RP11-156E6.1 | 0.12 | 0.08 | lasso | 5 | 0.07 | 5.7e-06 | -4.4 | -5.5 | 3.3e-08 | 0.50 | 0.78 | 0.14 | FALSE |
42 | GTEx | Ovary | NT5C3B | 0.62 | 0.58 | lasso | 6 | 0.61 | 1.3e-18 | -6.4 | -6.3 | 3.0e-10 | 0.97 | 0.04 | 0.96 | FALSE |
43 | GTEx | Pancreas | NT5C3B | 0.37 | 0.36 | lasso | 10 | 0.39 | 1.2e-17 | -6.4 | -7.0 | 3.2e-12 | 0.97 | 0.03 | 0.97 | FALSE |
44 | GTEx | Pituitary | NT5C3B | 0.41 | 0.38 | lasso | 3 | 0.35 | 1.4e-09 | -6.5 | -6.5 | 1.0e-10 | 0.97 | 0.04 | 0.96 | FALSE |
45 | GTEx | Prostate | NT5C3B | 0.56 | 0.56 | lasso | 8 | 0.55 | 2.3e-16 | -6.5 | -6.6 | 4.7e-11 | 0.97 | 0.04 | 0.96 | FALSE |
46 | GTEx | Skin Not Sun Exposed Suprapubic | NT5C3B | 0.44 | 0.60 | lasso | 7 | 0.62 | 1.3e-42 | -6.5 | -6.7 | 2.4e-11 | 0.99 | 0.03 | 0.97 | FALSE |
47 | GTEx | Skin Not Sun Exposed Suprapubic | KRT13 | 0.07 | -0.01 | lasso | 3 | 0.01 | 1.5e-01 | -6.8 | -6.1 | 8.4e-10 | 0.94 | 0.03 | 0.93 | FALSE |
48 | GTEx | Skin Not Sun Exposed Suprapubic | AC019349.5 | 0.07 | 0.00 | enet | 16 | 0.02 | 2.5e-02 | -6.8 | -6.7 | 1.7e-11 | 0.91 | 0.03 | 0.94 | FALSE |
49 | GTEx | Skin Sun Exposed Lower leg | NT5C3B | 0.46 | 0.61 | lasso | 6 | 0.62 | 7.1e-66 | -6.5 | -6.6 | 4.6e-11 | 0.98 | 0.04 | 0.96 | FALSE |
50 | GTEx | Skin Sun Exposed Lower leg | FKBP10 | 0.07 | 0.03 | lasso | 3 | 0.02 | 6.9e-03 | -4.4 | -6.6 | 3.0e-11 | 0.82 | 0.03 | 0.96 | FALSE |
51 | GTEx | Spleen | NT5C3B | 0.41 | 0.42 | lasso | 3 | 0.43 | 1.9e-12 | -6.7 | -6.7 | 2.4e-11 | 0.99 | 0.03 | 0.97 | FALSE |
52 | GTEx | Stomach | NT5C3B | 0.28 | 0.38 | lasso | 5 | 0.38 | 1.8e-19 | -6.4 | -6.5 | 5.8e-11 | 0.97 | 0.06 | 0.94 | FALSE |
53 | GTEx | Testis | NT5C3B | 0.39 | 0.48 | lasso | 3 | 0.45 | 6.5e-22 | -6.5 | -6.5 | 6.3e-11 | 0.97 | 0.06 | 0.94 | FALSE |
54 | GTEx | Testis | CTD-2132N18.2 | 0.10 | 0.01 | lasso | 4 | 0.00 | 4.6e-01 | -5.7 | -5.6 | 2.0e-08 | 0.52 | 0.43 | 0.19 | FALSE |
55 | GTEx | Thyroid | RAB5C | 0.05 | 0.01 | lasso | 4 | 0.01 | 5.8e-02 | -5.5 | -5.8 | 6.5e-09 | 0.52 | 0.17 | 0.33 | FALSE |
56 | GTEx | Thyroid | LEPREL4 | 0.09 | 0.03 | lasso | 4 | 0.04 | 3.0e-04 | -6.8 | 5.2 | 2.2e-07 | -0.91 | 0.03 | 0.97 | FALSE |
57 | GTEx | Thyroid | NT5C3B | 0.16 | 0.13 | lasso | 7 | 0.12 | 1.3e-09 | -6.7 | 6.6 | 3.5e-11 | -1.00 | 0.03 | 0.97 | FALSE |
58 | GTEx | Thyroid | RP11-156E6.1 | 0.23 | 0.21 | lasso | 6 | 0.23 | 1.2e-17 | -6.7 | 6.4 | 1.8e-10 | -0.99 | 0.03 | 0.97 | FALSE |
59 | GTEx | Uterus | NT5C3B | 0.35 | 0.38 | lasso | 3 | 0.39 | 6.3e-09 | -6.5 | -6.5 | 9.3e-11 | 0.97 | 0.04 | 0.94 | FALSE |
60 | GTEx | Whole Blood | NT5C3B | 0.38 | 0.38 | lasso | 4 | 0.40 | 1.2e-38 | -6.5 | -6.3 | 3.8e-10 | 0.96 | 0.06 | 0.94 | FALSE |
61 | METSIM | Adipose | CNP | 0.04 | 0.02 | blup | 367 | 0.03 | 8.7e-05 | -6.3 | 6.6 | 3.7e-11 | -0.68 | 0.04 | 0.94 | FALSE |
62 | METSIM | Adipose | NT5C3B | 0.16 | 0.24 | lasso | 10 | 0.24 | 4.0e-35 | -6.8 | -6.7 | 1.6e-11 | 0.99 | 0.02 | 0.98 | FALSE |
63 | NTR | Blood | CNP | 0.01 | 0.01 | blup | 368 | 0.01 | 3.0e-05 | -6.5 | 6.1 | 9.5e-10 | -0.85 | 0.05 | 0.95 | FALSE |
64 | NTR | Blood | KLHL11 | 0.03 | 0.02 | blup | 402 | 0.01 | 2.1e-05 | -5.5 | -6.8 | 1.4e-11 | 0.80 | 0.04 | 0.96 | FALSE |
65 | The Cancer Genome Atlas | Bladder Urothelial Carcinoma | NT5C3L | 0.04 | 0.04 | lasso | 1 | 0.04 | 5.3e-04 | -6.6 | -6.6 | 3.0e-11 | 0.99 | 0.01 | 0.98 | FALSE |
66 | The Cancer Genome Atlas | Breast Invasive Carcinoma | NT5C3L | 0.10 | 0.12 | lasso | 2 | 0.12 | 6.5e-24 | -6.4 | -6.4 | 1.4e-10 | 0.96 | 0.05 | 0.95 | FALSE |
67 | The Cancer Genome Atlas | Cervical Squamous Cell Carcinoma | NT5C3L | 0.06 | 0.07 | lasso | 3 | 0.07 | 1.8e-04 | -6.8 | -6.7 | 1.6e-11 | 1.00 | 0.01 | 0.97 | FALSE |
68 | The Cancer Genome Atlas | Colon Adenocarcinoma | NT5C3L | 0.18 | 0.21 | blup | 17 | 0.23 | 2.8e-13 | -6.8 | -5.6 | 1.6e-08 | 0.94 | 0.01 | 0.99 | FALSE |
69 | The Cancer Genome Atlas | Esophageal Carcinoma | NT5C3L | 0.10 | 0.13 | lasso | 1 | 0.11 | 2.0e-04 | -6.6 | -6.6 | 3.0e-11 | 0.99 | 0.01 | 0.91 | FALSE |
70 | The Cancer Genome Atlas | Glioblastoma Multiforme | NT5C3L | 0.21 | 0.32 | lasso | 12 | 0.32 | 2.7e-10 | -6.4 | -6.4 | 1.7e-10 | 0.96 | 0.01 | 0.99 | FALSE |
71 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | NT5C3L | 0.12 | 0.15 | lasso | 4 | 0.15 | 1.9e-16 | -6.8 | -6.7 | 2.7e-11 | 0.99 | 0.01 | 0.99 | FALSE |
72 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | NT5C3L | 0.20 | 0.21 | lasso | 5 | 0.21 | 6.2e-23 | -6.4 | -6.5 | 9.0e-11 | 0.97 | 0.05 | 0.95 | FALSE |
73 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | NT5C3L | 0.11 | 0.18 | lasso | 1 | 0.17 | 6.5e-10 | -6.6 | -6.6 | 3.7e-11 | 1.00 | 0.01 | 0.99 | FALSE |
74 | The Cancer Genome Atlas | Brain Lower Grade Glioma | NT5C3L | 0.11 | 0.22 | lasso | 10 | 0.23 | 1.4e-25 | -6.8 | -6.7 | 2.8e-11 | 0.99 | 0.01 | 0.99 | FALSE |
75 | The Cancer Genome Atlas | Brain Lower Grade Glioma | TTC25 | 0.03 | 0.01 | blup | 29 | 0.01 | 1.4e-02 | -6.7 | 5.2 | 2.5e-07 | -0.88 | 0.01 | 0.66 | FALSE |
76 | The Cancer Genome Atlas | Liver Hepatocellular Carcinoma | CNP | 0.07 | 0.07 | blup | 16 | 0.07 | 3.5e-04 | -6.3 | -6.6 | 4.8e-11 | 0.94 | 0.01 | 0.92 | FALSE |
77 | The Cancer Genome Atlas | Liver Hepatocellular Carcinoma | NT5C3L | 0.14 | 0.16 | lasso | 5 | 0.16 | 5.2e-08 | -6.4 | -6.5 | 6.4e-11 | 0.98 | 0.02 | 0.98 | FALSE |
78 | The Cancer Genome Atlas | Lung Adenocarcinoma | NT5C3L | 0.06 | 0.09 | lasso | 6 | 0.09 | 1.8e-10 | -6.4 | -6.5 | 5.8e-11 | 0.98 | 0.01 | 0.99 | FALSE |
79 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | NT5C3L | 0.18 | 0.10 | lasso | 3 | 0.11 | 2.5e-12 | -6.8 | -7.0 | 2.5e-12 | 0.94 | 0.01 | 0.99 | TRUE |
80 | The Cancer Genome Atlas | Ovarian Serous Cystadenocarcinoma | NT5C3L | 0.09 | 0.10 | blup | 17 | 0.11 | 8.8e-08 | -6.6 | -6.6 | 3.5e-11 | 0.99 | 0.01 | 0.99 | FALSE |
81 | The Cancer Genome Atlas | Pancreatic Adenocarcinoma | NT5C3L | 0.16 | 0.22 | lasso | 9 | 0.21 | 3.6e-09 | -6.8 | -6.8 | 1.4e-11 | 0.99 | 0.01 | 0.99 | FALSE |
82 | The Cancer Genome Atlas | Prostate Adenocarcinoma | NT5C3L | 0.13 | 0.17 | lasso | 7 | 0.18 | 5.3e-18 | -6.4 | -6.4 | 2.1e-10 | 0.96 | 0.03 | 0.97 | FALSE |
83 | The Cancer Genome Atlas | Rectum Adenocarcinoma | NT5C3L | 0.23 | 0.13 | lasso | 12 | 0.10 | 1.9e-03 | -6.8 | -6.7 | 1.9e-11 | 0.99 | 0.01 | 0.79 | FALSE |
84 | The Cancer Genome Atlas | Soft Tissue Sarcoma | NT5C3L | 0.16 | 0.19 | lasso | 5 | 0.19 | 2.0e-11 | -6.4 | -6.6 | 3.5e-11 | 0.96 | 0.03 | 0.97 | FALSE |
85 | The Cancer Genome Atlas | Skin Cutaneous Melanoma | NT5C3L | 0.10 | 0.10 | lasso | 3 | 0.10 | 1.2e-03 | -6.4 | -6.4 | 1.4e-10 | 0.96 | 0.01 | 0.66 | FALSE |
86 | The Cancer Genome Atlas | Stomach Adenocarcinoma | NT5C3L | 0.08 | 0.10 | blup | 17 | 0.11 | 2.3e-08 | -6.4 | -6.4 | 2.0e-10 | 0.98 | 0.01 | 0.99 | FALSE |
87 | The Cancer Genome Atlas | Testicular Germ Cell Tumors | NT5C3L | 0.08 | 0.06 | blup | 17 | 0.05 | 8.6e-03 | -6.7 | -6.5 | 7.5e-11 | 0.98 | 0.01 | 0.63 | FALSE |
88 | The Cancer Genome Atlas | Thyroid Carcinoma | KLHL10 | 0.05 | 0.06 | blup | 22 | 0.06 | 2.5e-06 | -6.6 | 6.5 | 8.5e-11 | -0.92 | 0.01 | 0.99 | FALSE |
89 | The Cancer Genome Atlas | Uterine Corpus Endometrial Carcinoma | ACLY | 0.12 | 0.00 | blup | 42 | 0.02 | 8.6e-02 | -5.4 | 6.4 | 1.9e-10 | -0.82 | 0.02 | 0.34 | FALSE |