Best TWAS P=1.07e-11 · Best GWAS P=1.21e-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 | CNPY2 | 0.06 | 0.05 | lasso | 8 | 0.05 | 2.3e-06 | 5.1 | -5.2 | 2.1e-07 | 0.21 | 0.89 | 0.11 | FALSE |
2 | CommonMind | Brain Pre-frontal Cortex | RBMS2 | 0.09 | 0.04 | blup | 332 | 0.02 | 1.3e-03 | -2.9 | 5.2 | 2.3e-07 | -0.36 | 0.62 | 0.10 | FALSE |
3 | CommonMind | Brain Pre-frontal Cortex | RPS26 | 0.48 | 0.62 | lasso | 5 | 0.63 | 5.9e-99 | -5.5 | -5.4 | 5.7e-08 | 0.85 | 0.44 | 0.56 | FALSE |
4 | GTEx | Adipose Subcutaneous | RP11-977G19.11 | 0.12 | 0.10 | lasso | 7 | 0.09 | 7.5e-08 | 5.1 | -5.2 | 1.7e-07 | 0.23 | 0.89 | 0.11 | FALSE |
5 | GTEx | Adrenal Gland | RP11-977G19.11 | 0.19 | 0.16 | lasso | 15 | 0.09 | 3.9e-04 | 5.1 | -5.1 | 2.8e-07 | 0.20 | 0.77 | 0.11 | FALSE |
6 | GTEx | Artery Tibial | RPS26 | 0.07 | 0.02 | enet | 5 | 0.01 | 3.5e-02 | -5.5 | -5.5 | 3.5e-08 | 0.84 | 0.07 | 0.74 | FALSE |
7 | GTEx | Brain Caudate basal ganglia | RP11-977G19.11 | 0.31 | 0.25 | lasso | 5 | 0.28 | 1.2e-08 | 5.1 | -5.7 | 1.1e-08 | 0.26 | 0.80 | 0.12 | FALSE |
8 | GTEx | Brain Cerebellum | RP11-977G19.11 | 0.17 | 0.19 | lasso | 14 | 0.18 | 5.4e-06 | 5.1 | -5.2 | 2.4e-07 | 0.20 | 0.60 | 0.10 | FALSE |
9 | GTEx | Brain Cortex | SUOX | 0.16 | 0.11 | lasso | 4 | 0.10 | 1.1e-03 | -5.3 | 5.5 | 4.8e-08 | -0.81 | 0.04 | 0.60 | FALSE |
10 | GTEx | Brain Cortex | RP11-977G19.11 | 0.38 | 0.16 | lasso | 9 | 0.12 | 3.8e-04 | 5.1 | -5.4 | 8.3e-08 | 0.20 | 0.20 | 0.07 | FALSE |
11 | GTEx | Brain Hypothalamus | RP11-977G19.11 | 0.32 | 0.20 | lasso | 6 | 0.23 | 4.4e-06 | 5.1 | -5.4 | 7.4e-08 | 0.25 | 0.71 | 0.10 | FALSE |
12 | GTEx | Breast Mammary Tissue (Female) | RPS26 | 0.20 | 0.11 | lasso | 3 | 0.10 | 6.6e-04 | -5.3 | -5.2 | 2.0e-07 | 0.79 | 0.05 | 0.22 | FALSE |
13 | GTEx | Cells Transformed fibroblasts | PAN2 | 0.09 | 0.07 | lasso | 4 | 0.05 | 1.7e-04 | 5.1 | 5.4 | 7.4e-08 | -0.21 | 0.81 | 0.10 | TRUE |
14 | GTEx | Cells Transformed fibroblasts | RP11-977G19.11 | 0.11 | 0.07 | enet | 22 | 0.05 | 9.5e-05 | 5.1 | -5.1 | 2.9e-07 | 0.21 | 0.88 | 0.11 | FALSE |
15 | GTEx | Colon Sigmoid | SUOX | 0.23 | 0.18 | lasso | 4 | 0.15 | 7.9e-06 | -5.3 | 5.3 | 9.4e-08 | -0.83 | 0.11 | 0.88 | FALSE |
16 | GTEx | Colon Transverse | RP11-977G19.11 | 0.18 | 0.05 | lasso | 2 | 0.00 | 1.9e-01 | 5.1 | -5.1 | 3.0e-07 | 0.20 | 0.13 | 0.06 | FALSE |
17 | GTEx | Esophagus Gastroesophageal Junction | SUOX | 0.20 | 0.16 | lasso | 5 | 0.19 | 2.7e-07 | -5.4 | 5.4 | 8.5e-08 | -0.85 | 0.13 | 0.86 | FALSE |
18 | GTEx | Esophagus Gastroesophageal Junction | RP11-977G19.11 | 0.18 | 0.14 | lasso | 13 | 0.07 | 2.0e-03 | 5.1 | -5.1 | 3.1e-07 | 0.19 | 0.60 | 0.09 | FALSE |
19 | GTEx | Esophagus Muscularis | SUOX | 0.24 | 0.19 | enet | 16 | 0.15 | 2.3e-09 | -5.3 | 5.3 | 1.3e-07 | -0.79 | 0.69 | 0.31 | FALSE |
20 | GTEx | Heart Atrial Appendage | SUOX | 0.09 | 0.10 | enet | 8 | 0.09 | 1.1e-04 | -5.5 | 6.1 | 9.8e-10 | -0.84 | 0.07 | 0.80 | FALSE |
21 | GTEx | Liver | DGKA | 0.33 | 0.03 | lasso | 15 | 0.13 | 1.4e-04 | 5.1 | 5.6 | 2.4e-08 | -0.20 | 0.09 | 0.06 | FALSE |
22 | GTEx | Liver | STAT2 | 0.32 | 0.17 | lasso | 13 | 0.14 | 9.9e-05 | 5.1 | 5.2 | 2.3e-07 | -0.20 | 0.75 | 0.10 | FALSE |
23 | GTEx | Lung | RP11-977G19.11 | 0.07 | 0.03 | lasso | 11 | 0.04 | 5.1e-04 | 5.1 | -5.6 | 1.7e-08 | 0.25 | 0.73 | 0.09 | FALSE |
24 | GTEx | Muscle Skeletal | RAB5B | 0.29 | 0.32 | lasso | 4 | 0.33 | 1.3e-33 | -6.2 | 6.3 | 3.9e-10 | -0.96 | 0.02 | 0.98 | FALSE |
25 | GTEx | Muscle Skeletal | SUOX | 0.11 | 0.04 | lasso | 7 | 0.04 | 4.4e-05 | -5.3 | 6.1 | 9.3e-10 | -0.79 | 0.27 | 0.66 | FALSE |
26 | GTEx | Muscle Skeletal | AC034102.1 | 0.28 | 0.31 | lasso | 4 | 0.31 | 2.3e-31 | -6.2 | 6.3 | 3.7e-10 | -0.96 | 0.02 | 0.98 | FALSE |
27 | GTEx | Nerve Tibial | IL23A | 0.06 | 0.08 | lasso | 10 | 0.07 | 1.6e-05 | 5.1 | 5.2 | 2.4e-07 | -0.21 | 0.79 | 0.10 | FALSE |
28 | GTEx | Nerve Tibial | STAT2 | 0.08 | 0.05 | lasso | 3 | 0.03 | 5.0e-03 | 5.1 | -5.1 | 2.7e-07 | 0.21 | 0.35 | 0.09 | FALSE |
29 | GTEx | Nerve Tibial | RP11-977G19.11 | 0.15 | 0.18 | enet | 23 | 0.20 | 7.7e-14 | 5.1 | -5.1 | 3.0e-07 | 0.21 | 0.90 | 0.10 | FALSE |
30 | GTEx | Nerve Tibial | CNPY2 | 0.07 | 0.00 | enet | 21 | 0.00 | 3.2e-01 | -5.7 | 5.5 | 3.4e-08 | -0.53 | 0.06 | 0.44 | TRUE |
31 | GTEx | Pancreas | IL23A | 0.23 | 0.01 | lasso | 13 | 0.04 | 1.1e-02 | 5.1 | 5.2 | 2.3e-07 | -0.20 | 0.89 | 0.11 | FALSE |
32 | GTEx | Pituitary | IL23A | 0.27 | 0.11 | lasso | 9 | 0.12 | 8.0e-04 | 5.1 | 5.8 | 5.4e-09 | -0.34 | 0.16 | 0.32 | FALSE |
33 | GTEx | Pituitary | RP11-977G19.11 | 0.47 | 0.40 | lasso | 14 | 0.40 | 4.5e-11 | 5.1 | -5.3 | 1.3e-07 | 0.21 | 0.88 | 0.11 | TRUE |
34 | GTEx | Pituitary | CNPY2 | 0.32 | 0.19 | lasso | 11 | 0.12 | 6.8e-04 | 5.1 | 5.1 | 3.1e-07 | -0.19 | 0.28 | 0.11 | FALSE |
35 | GTEx | Skin Not Sun Exposed Suprapubic | SUOX | 0.10 | 0.14 | lasso | 2 | 0.12 | 2.5e-07 | -5.3 | 5.3 | 1.0e-07 | -0.81 | 0.14 | 0.84 | FALSE |
36 | GTEx | Skin Sun Exposed Lower leg | SUOX | 0.23 | 0.30 | lasso | 3 | 0.29 | 1.9e-24 | -5.3 | 5.5 | 4.2e-08 | -0.84 | 0.73 | 0.27 | FALSE |
37 | GTEx | Skin Sun Exposed Lower leg | CNPY2 | 0.10 | 0.08 | lasso | 5 | 0.08 | 5.9e-07 | 5.1 | 5.1 | 2.7e-07 | -0.20 | 0.86 | 0.11 | FALSE |
38 | GTEx | Stomach | SUOX | 0.15 | 0.17 | enet | 8 | 0.09 | 6.7e-05 | -5.3 | 5.2 | 1.9e-07 | -0.80 | 0.52 | 0.42 | FALSE |
39 | GTEx | Testis | SUOX | 0.27 | 0.18 | lasso | 14 | 0.18 | 1.4e-08 | -5.3 | 5.6 | 1.7e-08 | -0.86 | 0.11 | 0.89 | FALSE |
40 | GTEx | Testis | RPS26 | 0.11 | -0.01 | enet | 29 | 0.00 | 2.5e-01 | -2.3 | -5.8 | 6.0e-09 | 0.50 | 0.04 | 0.46 | FALSE |
41 | GTEx | Thyroid | SUOX | 0.37 | 0.40 | lasso | 7 | 0.38 | 5.4e-31 | -5.3 | 5.3 | 1.2e-07 | -0.81 | 0.74 | 0.26 | FALSE |
42 | GTEx | Thyroid | RP11-977G19.11 | 0.16 | 0.11 | enet | 20 | 0.13 | 3.5e-10 | 5.1 | -6.4 | 2.1e-10 | 0.41 | 0.89 | 0.11 | TRUE |
43 | GTEx | Whole Blood | RPS26 | 0.05 | 0.05 | lasso | 1 | 0.05 | 3.4e-05 | -5.4 | -5.4 | 7.2e-08 | 0.82 | 0.05 | 0.93 | FALSE |
44 | METSIM | Adipose | RPS26 | 0.30 | 0.40 | lasso | 5 | 0.41 | 7.2e-66 | -4.8 | -5.2 | 1.8e-07 | 0.84 | 0.64 | 0.36 | FALSE |
45 | ROSMAP | Brain Pre-frontal Cortex | NABP2 | 0.12 | 0.12 | lasso | 4 | 0.13 | 2.7e-16 | 5.1 | 5.2 | 1.8e-07 | -0.21 | 0.86 | 0.14 | FALSE |
46 | YFS | Blood | SUOX | 0.11 | 0.09 | bslmm | 269 | 0.09 | 3.4e-27 | -5.4 | 5.3 | 1.3e-07 | -0.79 | 0.67 | 0.33 | FALSE |
47 | The Cancer Genome Atlas | Breast Invasive Carcinoma | RPS26 | 0.30 | 0.44 | enet | 10 | 0.45 | 5.2e-104 | -5.5 | -5.7 | 1.1e-08 | 0.89 | 0.32 | 0.68 | FALSE |
48 | The Cancer Genome Atlas | Cervical Squamous Cell Carcinoma | RPS26 | 0.23 | 0.40 | lasso | 2 | 0.39 | 1.5e-20 | -5.5 | -5.7 | 9.9e-09 | 0.88 | 0.23 | 0.77 | FALSE |
49 | The Cancer Genome Atlas | Colon Adenocarcinoma | RPS26 | 0.43 | 0.48 | lasso | 4 | 0.47 | 1.8e-30 | -5.5 | -5.8 | 6.3e-09 | 0.89 | 0.30 | 0.70 | FALSE |
50 | The Cancer Genome Atlas | Esophageal Carcinoma | RPS26 | 0.19 | 0.13 | lasso | 5 | 0.11 | 2.4e-04 | -5.5 | -5.7 | 9.5e-09 | 0.88 | 0.01 | 0.97 | FALSE |
51 | The Cancer Genome Atlas | Glioblastoma Multiforme | PAN2 | 0.08 | 0.04 | blup | 31 | 0.03 | 4.4e-02 | 5.1 | 5.3 | 9.3e-08 | -0.22 | 0.01 | 0.56 | TRUE |
52 | The Cancer Genome Atlas | Glioblastoma Multiforme | RPS26 | 0.41 | 0.38 | enet | 9 | 0.39 | 7.9e-13 | -4.8 | -5.3 | 1.1e-07 | 0.85 | 0.37 | 0.63 | FALSE |
53 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | RPS26 | 0.17 | 0.29 | lasso | 4 | 0.29 | 6.2e-33 | -4.8 | -5.3 | 1.3e-07 | 0.84 | 0.70 | 0.30 | FALSE |
54 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | RPS26 | 0.27 | 0.38 | enet | 8 | 0.40 | 5.0e-24 | -5.5 | -5.7 | 1.4e-08 | 0.87 | 0.36 | 0.64 | FALSE |
55 | The Cancer Genome Atlas | Brain Lower Grade Glioma | RPS26 | 0.31 | 0.53 | enet | 8 | 0.55 | 1.7e-74 | -5.5 | -5.4 | 5.2e-08 | 0.86 | 0.47 | 0.53 | FALSE |
56 | The Cancer Genome Atlas | Liver Hepatocellular Carcinoma | RPS26 | 0.18 | 0.31 | lasso | 2 | 0.29 | 3.9e-14 | -5.5 | -5.5 | 3.5e-08 | 0.84 | 0.38 | 0.62 | FALSE |
57 | The Cancer Genome Atlas | Lung Adenocarcinoma | COQ10A | 0.06 | 0.02 | blup | 27 | 0.02 | 5.7e-03 | 5.1 | -5.5 | 2.9e-08 | 0.32 | 0.01 | 0.57 | TRUE |
58 | The Cancer Genome Atlas | Lung Adenocarcinoma | RAB5B | 0.03 | 0.02 | enet | 7 | 0.02 | 4.3e-03 | -6.2 | -6.8 | 1.1e-11 | 0.77 | 0.01 | 0.76 | TRUE |
59 | The Cancer Genome Atlas | Lung Adenocarcinoma | RPS26 | 0.26 | 0.45 | enet | 9 | 0.47 | 3.6e-61 | -5.5 | -5.6 | 2.0e-08 | 0.88 | 0.41 | 0.59 | FALSE |
60 | The Cancer Genome Atlas | Lung Adenocarcinoma | STAT2 | 0.02 | 0.02 | blup | 21 | 0.01 | 9.6e-03 | 5.1 | 5.3 | 1.5e-07 | -0.20 | 0.01 | 0.84 | FALSE |
61 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | RPS26 | 0.22 | 0.31 | lasso | 3 | 0.31 | 1.6e-35 | -5.5 | -5.8 | 5.0e-09 | 0.89 | 0.32 | 0.68 | FALSE |
62 | The Cancer Genome Atlas | Ovarian Serous Cystadenocarcinoma | RPS26 | 0.30 | 0.20 | lasso | 4 | 0.24 | 3.9e-16 | -5.5 | -6.2 | 5.0e-10 | 0.93 | 0.03 | 0.97 | FALSE |
63 | The Cancer Genome Atlas | Pancreatic Adenocarcinoma | RPS26 | 0.36 | 0.44 | lasso | 7 | 0.42 | 2.4e-19 | -4.8 | -5.2 | 1.8e-07 | 0.82 | 0.66 | 0.34 | FALSE |
64 | The Cancer Genome Atlas | Pheochromocytoma and Paraganglioma | RPS26 | 0.47 | 0.43 | lasso | 2 | 0.44 | 3.2e-19 | -5.4 | -5.5 | 3.3e-08 | 0.84 | 0.44 | 0.56 | FALSE |
65 | The Cancer Genome Atlas | Prostate Adenocarcinoma | RPS26 | 0.33 | 0.52 | enet | 9 | 0.54 | 5.6e-66 | -5.5 | -5.5 | 4.4e-08 | 0.90 | 0.34 | 0.66 | FALSE |
66 | The Cancer Genome Atlas | Rectum Adenocarcinoma | RPS26 | 0.24 | 0.18 | lasso | 2 | 0.20 | 1.9e-05 | -5.5 | -5.6 | 2.6e-08 | 0.85 | 0.05 | 0.59 | FALSE |
67 | The Cancer Genome Atlas | Soft Tissue Sarcoma | RPS26 | 0.23 | 0.31 | lasso | 3 | 0.30 | 2.4e-18 | -5.5 | -5.6 | 1.7e-08 | 0.86 | 0.30 | 0.70 | FALSE |
68 | The Cancer Genome Atlas | Skin Cutaneous Melanoma | RPS26 | 0.28 | 0.15 | lasso | 2 | 0.17 | 3.0e-05 | -6.3 | -6.2 | 5.9e-10 | 0.93 | 0.01 | 0.97 | FALSE |
69 | The Cancer Genome Atlas | Stomach Adenocarcinoma | RPS26 | 0.19 | 0.32 | lasso | 5 | 0.34 | 2.0e-25 | -4.8 | -5.3 | 1.1e-07 | 0.86 | 0.69 | 0.31 | FALSE |
70 | The Cancer Genome Atlas | Testicular Germ Cell Tumors | RPS26 | 0.46 | 0.64 | lasso | 4 | 0.65 | 8.5e-30 | -5.5 | -5.7 | 1.1e-08 | 0.88 | 0.34 | 0.66 | FALSE |
71 | The Cancer Genome Atlas | Uterine Corpus Endometrial Carcinoma | RPS26 | 0.17 | 0.19 | lasso | 4 | 0.18 | 1.3e-05 | -5.5 | -5.6 | 2.1e-08 | 0.86 | 0.02 | 0.96 | FALSE |