Best TWAS P=4.51e-21 · Best GWAS P=3.74e-43 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 | EBPL | 0.34 | 0.16 | bslmm | 399 | 0.33 | 2.5e-41 | 0.38 | 5.3 | 8.9e-08 | 0.05 | 1.00 | 0.00 | FALSE |
2 | CommonMind | Brain Pre-frontal Cortex | HNRNPA1L2 | 0.14 | 0.16 | lasso | 7 | 0.16 | 1.0e-18 | -5.09 | 5.5 | 3.6e-08 | 0.00 | 0.40 | 0.60 | FALSE |
3 | CommonMind | Brain Pre-frontal Cortex | SPRYD7 | 0.07 | 0.06 | lasso | 3 | 0.07 | 1.5e-08 | 2.91 | 5.2 | 2.3e-07 | 0.19 | 1.00 | 0.00 | TRUE |
4 | CommonMind | Brain Pre-frontal Cortex | TRIM13 | 0.15 | 0.04 | lasso | 5 | 0.12 | 1.1e-14 | -9.44 | 8.7 | 3.5e-18 | 0.25 | 1.00 | 0.00 | FALSE |
5 | GTEx | Adipose Subcutaneous | HNRNPA1L2 | 0.06 | 0.05 | lasso | 4 | 0.03 | 2.2e-03 | -5.85 | 5.2 | 1.6e-07 | -0.01 | 0.02 | 0.98 | FALSE |
6 | GTEx | Adipose Visceral Omentum | EBPL | 0.27 | 0.03 | enet | 17 | 0.20 | 1.4e-10 | -6.42 | 5.9 | 4.4e-09 | 0.10 | 0.76 | 0.15 | FALSE |
7 | GTEx | Adipose Visceral Omentum | HNRNPA1L2 | 0.12 | 0.05 | lasso | 8 | 0.05 | 1.8e-03 | -5.09 | 5.2 | 1.9e-07 | 0.00 | 0.01 | 0.96 | FALSE |
8 | GTEx | Artery Aorta | EBPL | 0.43 | 0.20 | enet | 78 | 0.28 | 8.1e-16 | -6.07 | 6.7 | 1.8e-11 | 0.16 | 0.99 | 0.01 | TRUE |
9 | GTEx | Artery Aorta | HNRNPA1L2 | 0.11 | 0.07 | lasso | 4 | 0.06 | 2.0e-04 | -5.85 | 5.6 | 2.1e-08 | -0.01 | 0.01 | 0.99 | FALSE |
10 | GTEx | Artery Coronary | EBPL | 0.48 | 0.03 | enet | 99 | 0.12 | 9.7e-05 | -6.42 | 6.0 | 2.7e-09 | 0.07 | 0.17 | 0.44 | FALSE |
11 | GTEx | Artery Tibial | HNRNPA1L2 | 0.09 | 0.07 | lasso | 5 | 0.08 | 4.6e-07 | 5.05 | 5.3 | 1.4e-07 | -0.02 | 0.02 | 0.98 | FALSE |
12 | GTEx | Brain Cerebellar Hemisphere | HNRNPA1L2 | 0.24 | 0.26 | lasso | 5 | 0.23 | 1.4e-06 | -5.44 | 5.5 | 3.4e-08 | 0.00 | 0.09 | 0.81 | FALSE |
13 | GTEx | Brain Cerebellum | EBPL | 0.50 | 0.30 | enet | 23 | 0.36 | 1.8e-11 | -6.42 | 5.7 | 1.2e-08 | 0.07 | 0.86 | 0.02 | FALSE |
14 | GTEx | Brain Cortex | HNRNPA1L2 | 0.26 | 0.17 | lasso | 6 | 0.15 | 8.3e-05 | -5.09 | 5.5 | 3.2e-08 | 0.00 | 0.02 | 0.97 | FALSE |
15 | GTEx | Brain Frontal Cortex BA9 | EBPL | 0.50 | 0.20 | enet | 18 | 0.34 | 7.0e-10 | 0.38 | 5.2 | 1.8e-07 | 0.04 | 0.33 | 0.30 | FALSE |
16 | GTEx | Brain Frontal Cortex BA9 | HNRNPA1L2 | 0.31 | 0.36 | enet | 9 | 0.36 | 1.5e-10 | -5.39 | 5.1 | 2.9e-07 | -0.01 | 0.08 | 0.92 | FALSE |
17 | GTEx | Brain Frontal Cortex BA9 | MRPS31P4 | 0.32 | 0.27 | lasso | 6 | 0.26 | 1.9e-07 | -5.09 | 5.2 | 2.6e-07 | 0.01 | 0.02 | 0.96 | FALSE |
18 | GTEx | Brain Hypothalamus | HNRNPA1L2 | 0.20 | 0.10 | lasso | 5 | 0.12 | 1.0e-03 | -6.14 | 6.1 | 1.0e-09 | 0.00 | 0.01 | 0.94 | FALSE |
19 | GTEx | Brain Nucleus accumbens basal ganglia | EBPL | 0.25 | 0.11 | enet | 21 | 0.11 | 7.9e-04 | -6.06 | 7.2 | 4.8e-13 | 0.14 | 0.11 | 0.21 | FALSE |
20 | GTEx | Brain Nucleus accumbens basal ganglia | HNRNPA1L2 | 0.21 | 0.02 | enet | 9 | 0.04 | 4.1e-02 | -6.14 | 5.5 | 3.5e-08 | 0.01 | 0.01 | 0.94 | FALSE |
21 | GTEx | Brain Putamen basal ganglia | DHRS12 | 0.25 | 0.11 | lasso | 4 | 0.04 | 3.5e-02 | -5.28 | 5.7 | 1.4e-08 | -0.03 | 0.05 | 0.24 | FALSE |
22 | GTEx | Brain Putamen basal ganglia | EBPL | 0.31 | -0.01 | enet | 18 | 0.05 | 2.9e-02 | -6.06 | 7.6 | 3.7e-14 | 0.10 | 0.04 | 0.42 | FALSE |
23 | GTEx | Breast Mammary Tissue (Male) | MRPS31P4 | 0.14 | -0.01 | lasso | 4 | -0.01 | 7.0e-01 | -5.40 | 5.1 | 2.8e-07 | -0.01 | 0.03 | 0.52 | FALSE |
24 | GTEx | Cells Transformed fibroblasts | HNRNPA1L2 | 0.09 | 0.11 | lasso | 3 | 0.09 | 4.5e-07 | 5.05 | 5.2 | 1.6e-07 | -0.02 | 0.02 | 0.98 | FALSE |
25 | GTEx | Colon Sigmoid | HNRNPA1L2 | 0.20 | 0.09 | lasso | 4 | 0.06 | 2.8e-03 | -5.44 | 5.6 | 2.8e-08 | -0.01 | 0.06 | 0.68 | FALSE |
26 | GTEx | Colon Transverse | NEK3 | 0.08 | 0.10 | lasso | 2 | 0.10 | 1.6e-05 | 4.44 | -5.2 | 1.8e-07 | 0.02 | 0.18 | 0.11 | TRUE |
27 | GTEx | Esophagus Gastroesophageal Junction | EBPL | 0.27 | 0.24 | enet | 14 | 0.26 | 4.6e-10 | -6.11 | 6.2 | 5.3e-10 | 0.03 | 0.97 | 0.03 | FALSE |
28 | GTEx | Esophagus Muscularis | HNRNPA1L2 | 0.11 | 0.16 | lasso | 2 | 0.13 | 3.7e-08 | -5.44 | 5.5 | 4.4e-08 | 0.00 | 0.16 | 0.84 | FALSE |
29 | GTEx | Heart Atrial Appendage | HNRNPA1L2 | 0.15 | 0.04 | lasso | 16 | 0.08 | 1.8e-04 | 2.45 | 5.7 | 1.4e-08 | 0.04 | 0.04 | 0.95 | FALSE |
30 | GTEx | Nerve Tibial | WDFY2 | 0.24 | 0.13 | lasso | 11 | 0.11 | 2.2e-08 | -6.16 | -6.0 | 2.2e-09 | -0.03 | 0.01 | 0.99 | FALSE |
31 | GTEx | Nerve Tibial | DLEU2 | 0.11 | 0.05 | lasso | 3 | 0.02 | 7.8e-03 | -9.53 | -9.4 | 4.5e-21 | -0.13 | 0.51 | 0.02 | TRUE |
32 | GTEx | Pituitary | EBPL | 0.44 | 0.32 | enet | 29 | 0.37 | 3.1e-10 | -6.07 | 7.0 | 2.3e-12 | -0.01 | 0.72 | 0.23 | FALSE |
33 | GTEx | Skin Not Sun Exposed Suprapubic | EBPL | 0.34 | 0.26 | enet | 12 | 0.30 | 4.0e-17 | -6.07 | 6.1 | 1.1e-09 | 0.01 | 1.00 | 0.00 | FALSE |
34 | GTEx | Skin Sun Exposed Lower leg | EBPL | 0.28 | 0.21 | lasso | 5 | 0.20 | 2.5e-16 | -6.12 | 6.5 | 7.9e-11 | 0.02 | 1.00 | 0.00 | FALSE |
35 | GTEx | Skin Sun Exposed Lower leg | HNRNPA1L2 | 0.10 | 0.09 | lasso | 4 | 0.08 | 1.7e-07 | 5.05 | 5.2 | 2.2e-07 | -0.02 | 0.24 | 0.76 | FALSE |
36 | GTEx | Small Intestine Terminal Ileum | RCBTB1 | 0.29 | 0.12 | lasso | 4 | 0.10 | 3.4e-03 | 3.80 | -5.6 | 2.5e-08 | 0.03 | 0.08 | 0.21 | FALSE |
37 | GTEx | Testis | EBPL | 0.33 | 0.17 | lasso | 6 | 0.24 | 8.4e-11 | -6.03 | 7.2 | 6.9e-13 | 0.05 | 0.99 | 0.00 | FALSE |
38 | GTEx | Thyroid | EBPL | 0.36 | 0.14 | enet | 33 | 0.30 | 5.1e-23 | -6.11 | 6.9 | 3.8e-12 | 0.10 | 1.00 | 0.00 | TRUE |
39 | GTEx | Thyroid | HNRNPA1L2 | 0.11 | 0.15 | lasso | 3 | 0.14 | 1.6e-10 | -5.44 | 5.5 | 4.3e-08 | -0.01 | 0.12 | 0.88 | FALSE |
40 | METSIM | Adipose | WDFY2 | 0.09 | 0.08 | bslmm | 500 | 0.08 | 7.2e-12 | -5.94 | -5.9 | 3.9e-09 | -0.04 | 0.02 | 0.98 | FALSE |
41 | NTR | Blood | DLEU7 | 0.07 | 0.02 | enet | 22 | 0.06 | 1.3e-19 | 2.32 | 9.3 | 1.6e-20 | 0.60 | 0.05 | 0.95 | TRUE |
42 | NTR | Blood | WDFY2 | 0.04 | 0.03 | enet | 11 | 0.04 | 1.7e-11 | -6.18 | 6.6 | 3.9e-11 | 0.02 | 0.01 | 0.99 | TRUE |
43 | YFS | Blood | KPNA3 | 0.04 | 0.02 | bslmm | 427 | 0.02 | 1.4e-08 | -2.52 | -6.2 | 6.2e-10 | -0.08 | 1.00 | 0.00 | TRUE |
44 | The Cancer Genome Atlas | Breast Invasive Carcinoma | WDFY2 | 0.02 | 0.02 | lasso | 3 | 0.02 | 3.4e-04 | -5.94 | 5.6 | 1.8e-08 | 0.03 | 0.02 | 0.95 | FALSE |
45 | The Cancer Genome Atlas | Colon Adenocarcinoma | EBPL | 0.20 | 0.04 | blup | 59 | 0.11 | 6.8e-07 | 1.79 | 5.2 | 1.8e-07 | 0.08 | 0.64 | 0.19 | FALSE |
46 | The Cancer Genome Atlas | Colon Adenocarcinoma | SUGT1 | 0.09 | 0.05 | lasso | 2 | 0.05 | 9.0e-04 | -5.09 | -5.2 | 1.9e-07 | 0.00 | 0.02 | 0.87 | FALSE |
47 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | WDFY2 | 0.03 | 0.03 | enet | 8 | 0.02 | 2.3e-03 | -6.18 | 5.5 | 4.5e-08 | 0.02 | 0.01 | 0.96 | FALSE |
48 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | DLEU2 | 0.08 | 0.02 | lasso | 2 | 0.01 | 1.6e-02 | 2.65 | -5.2 | 2.5e-07 | 0.02 | 0.12 | 0.26 | FALSE |
49 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | EBPL | 0.21 | 0.14 | enet | 15 | 0.19 | 3.6e-21 | 1.79 | 5.4 | 7.8e-08 | 0.10 | 1.00 | 0.00 | FALSE |
50 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | NEK3 | 0.17 | 0.10 | lasso | 2 | 0.14 | 3.8e-15 | 4.44 | -5.3 | 1.3e-07 | -0.01 | 0.00 | 0.97 | FALSE |
51 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | TPTE2P3 | 0.06 | 0.00 | lasso | 2 | 0.02 | 2.5e-03 | -5.85 | 6.0 | 1.9e-09 | 0.03 | 0.00 | 0.60 | FALSE |
52 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | EBPL | 0.27 | 0.16 | blup | 59 | 0.22 | 1.0e-12 | 1.79 | 7.1 | 1.3e-12 | 0.06 | 0.30 | 0.69 | TRUE |
53 | The Cancer Genome Atlas | Brain Lower Grade Glioma | SUGT1 | 0.04 | 0.03 | lasso | 3 | 0.03 | 3.3e-04 | -5.09 | -5.2 | 2.0e-07 | 0.01 | 0.02 | 0.93 | FALSE |
54 | The Cancer Genome Atlas | Liver Hepatocellular Carcinoma | SUGT1 | 0.09 | 0.05 | lasso | 2 | 0.03 | 1.6e-02 | -5.09 | -5.3 | 1.0e-07 | -0.01 | 0.01 | 0.89 | FALSE |
55 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | DLEU2 | 0.03 | 0.01 | blup | 61 | 0.02 | 2.4e-03 | -9.45 | -9.0 | 2.4e-19 | -0.12 | 0.01 | 0.97 | FALSE |
56 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | VPS36 | 0.11 | 0.06 | lasso | 3 | 0.08 | 4.1e-09 | 3.83 | -5.5 | 3.9e-08 | 0.00 | 0.01 | 0.99 | FALSE |
57 | The Cancer Genome Atlas | Ovarian Serous Cystadenocarcinoma | NEK3 | 0.16 | 0.07 | lasso | 4 | 0.07 | 3.4e-05 | -4.91 | -5.3 | 1.2e-07 | -0.01 | 0.00 | 0.97 | FALSE |
58 | The Cancer Genome Atlas | Pancreatic Adenocarcinoma | EBPL | 0.21 | 0.09 | enet | 10 | 0.13 | 4.9e-06 | -6.42 | 5.6 | 1.7e-08 | 0.08 | 0.00 | 0.99 | FALSE |
59 | The Cancer Genome Atlas | Pheochromocytoma and Paraganglioma | EBPL | 0.28 | 0.18 | blup | 59 | 0.19 | 4.3e-08 | -6.06 | 7.0 | 3.2e-12 | 0.07 | 0.01 | 0.99 | FALSE |
60 | The Cancer Genome Atlas | Prostate Adenocarcinoma | EBPL | 0.08 | 0.01 | blup | 59 | 0.04 | 6.4e-05 | -6.06 | 7.7 | 1.7e-14 | 0.03 | 0.01 | 0.88 | FALSE |
61 | The Cancer Genome Atlas | Prostate Adenocarcinoma | SUGT1 | 0.05 | 0.05 | lasso | 2 | 0.04 | 6.8e-05 | -5.31 | -5.3 | 1.1e-07 | -0.01 | 0.05 | 0.70 | TRUE |
62 | The Cancer Genome Atlas | Stomach Adenocarcinoma | EBPL | 0.10 | 0.07 | enet | 7 | 0.08 | 2.8e-06 | -6.42 | 5.8 | 5.8e-09 | 0.14 | 0.00 | 0.99 | FALSE |
63 | The Cancer Genome Atlas | Thyroid Carcinoma | TRIM13 | 0.04 | 0.00 | blup | 26 | 0.02 | 8.5e-03 | -9.51 | 6.8 | 7.2e-12 | 0.07 | 0.00 | 0.45 | FALSE |