Best TWAS P=1.93e-29 · Best GWAS P=7.18e-35 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 | CENPW | 0.04 | 0.06 | lasso | 10 | 0.06 | 2.4e-07 | -8.1 | 8.1 | 7.4e-16 | 0.14 | 0.24 | 0.76 | TRUE |
2 | CommonMind | Brain Pre-frontal Cortex | HDDC2 | 0.15 | 0.09 | enet | 18 | 0.16 | 2.0e-19 | 3.5 | -7.4 | 1.9e-13 | 0.04 | 0.01 | 0.99 | FALSE |
3 | GTEx | Adipose Subcutaneous | HDDC2 | 0.23 | 0.15 | lasso | 5 | 0.14 | 2.5e-11 | 9.1 | -8.9 | 6.8e-19 | 0.02 | 0.00 | 1.00 | FALSE |
4 | GTEx | Artery Aorta | HDDC2 | 0.18 | 0.08 | enet | 25 | 0.10 | 4.8e-06 | 3.5 | -6.5 | 1.1e-10 | 0.05 | 0.03 | 0.97 | TRUE |
5 | GTEx | Artery Aorta | TPD52L1 | 0.17 | 0.08 | lasso | 10 | 0.07 | 1.7e-04 | 8.5 | 8.4 | 5.6e-17 | -0.03 | 0.02 | 0.96 | FALSE |
6 | GTEx | Artery Tibial | HDDC2 | 0.22 | 0.12 | lasso | 5 | 0.10 | 2.4e-08 | 9.1 | -8.8 | 1.3e-18 | 0.03 | 0.00 | 1.00 | FALSE |
7 | GTEx | Artery Tibial | TPD52L1 | 0.15 | 0.02 | lasso | 5 | 0.04 | 4.1e-04 | 5.9 | 7.8 | 9.2e-15 | -0.02 | 0.27 | 0.61 | FALSE |
8 | GTEx | Brain Cortex | HDDC2 | 0.21 | 0.07 | lasso | 5 | 0.08 | 3.3e-03 | 9.1 | -7.9 | 2.0e-15 | 0.04 | 0.02 | 0.83 | FALSE |
9 | GTEx | Cells EBV-transformed lymphocytes | HDDC2 | 0.24 | 0.00 | lasso | 9 | -0.01 | 6.1e-01 | 9.1 | -8.0 | 1.8e-15 | 0.02 | 0.02 | 0.85 | FALSE |
10 | GTEx | Colon Sigmoid | HDDC2 | 0.44 | 0.25 | lasso | 8 | 0.22 | 2.9e-08 | 9.1 | -7.9 | 2.7e-15 | 0.04 | 0.00 | 1.00 | FALSE |
11 | GTEx | Colon Transverse | HDDC2 | 0.24 | 0.17 | enet | 28 | 0.16 | 3.9e-08 | 9.1 | -8.9 | 7.4e-19 | 0.05 | 0.00 | 1.00 | FALSE |
12 | GTEx | Esophagus Gastroesophageal Junction | HDDC2 | 0.36 | 0.23 | lasso | 11 | 0.26 | 6.6e-10 | 8.5 | -8.1 | 5.2e-16 | 0.04 | 0.02 | 0.98 | FALSE |
13 | GTEx | Esophagus Mucosa | HDDC2 | 0.38 | 0.16 | lasso | 8 | 0.22 | 6.4e-15 | 9.1 | -7.8 | 5.6e-15 | 0.03 | 0.00 | 1.00 | FALSE |
14 | GTEx | Esophagus Muscularis | HDDC2 | 0.42 | 0.19 | lasso | 10 | 0.25 | 2.7e-15 | 9.1 | -8.3 | 7.5e-17 | 0.02 | 0.00 | 1.00 | FALSE |
15 | GTEx | Heart Atrial Appendage | HDDC2 | 0.26 | 0.10 | enet | 32 | 0.08 | 1.9e-04 | 9.1 | -7.0 | 3.1e-12 | 0.03 | 0.00 | 0.99 | FALSE |
16 | GTEx | Heart Atrial Appendage | CENPW | 0.17 | 0.01 | enet | 15 | 0.06 | 1.8e-03 | -8.0 | 7.6 | 2.9e-14 | 0.11 | 0.05 | 0.16 | TRUE |
17 | GTEx | Heart Left Ventricle | HDDC2 | 0.40 | 0.18 | lasso | 7 | 0.22 | 1.0e-11 | 9.1 | -8.8 | 2.0e-18 | 0.03 | 0.00 | 1.00 | FALSE |
18 | GTEx | Lung | HDDC2 | 0.26 | 0.10 | enet | 18 | 0.19 | 2.4e-14 | 9.1 | -7.1 | 1.3e-12 | 0.02 | 0.00 | 1.00 | FALSE |
19 | GTEx | Muscle Skeletal | HDDC2 | 0.28 | 0.17 | lasso | 8 | 0.18 | 1.9e-17 | 9.1 | -8.7 | 2.5e-18 | 0.02 | 0.00 | 1.00 | FALSE |
20 | GTEx | Nerve Tibial | HDDC2 | 0.21 | 0.00 | enet | 19 | 0.02 | 9.2e-03 | 9.1 | -5.4 | 6.0e-08 | -0.01 | 0.00 | 0.98 | FALSE |
21 | GTEx | Skin Not Sun Exposed Suprapubic | HDDC2 | 0.32 | 0.20 | enet | 38 | 0.22 | 2.3e-12 | 9.1 | -9.6 | 1.4e-21 | 0.04 | 0.00 | 1.00 | FALSE |
22 | GTEx | Skin Sun Exposed Lower leg | HDDC2 | 0.28 | 0.20 | enet | 30 | 0.26 | 1.2e-21 | 9.1 | -8.0 | 9.6e-16 | 0.04 | 0.00 | 1.00 | FALSE |
23 | GTEx | Spleen | HDDC2 | 0.54 | 0.18 | enet | 36 | 0.26 | 2.2e-07 | 3.5 | -5.7 | 1.5e-08 | 0.06 | 0.03 | 0.90 | FALSE |
24 | GTEx | Stomach | HDDC2 | 0.31 | 0.10 | enet | 33 | 0.14 | 2.0e-07 | 9.1 | -7.7 | 1.1e-14 | 0.07 | 0.00 | 1.00 | FALSE |
25 | GTEx | Testis | NCOA7 | 0.18 | 0.03 | enet | 16 | 0.09 | 7.5e-05 | -6.4 | 9.7 | 4.2e-22 | -0.05 | 0.05 | 0.64 | TRUE |
26 | GTEx | Thyroid | HDDC2 | 0.25 | 0.11 | lasso | 6 | 0.16 | 2.0e-12 | 9.1 | -8.3 | 6.8e-17 | 0.04 | 0.00 | 1.00 | FALSE |
27 | GTEx | Whole Blood | HDDC2 | 0.12 | 0.04 | enet | 17 | 0.10 | 6.6e-10 | 9.1 | -7.0 | 2.1e-12 | 0.02 | 0.01 | 0.99 | FALSE |
28 | METSIM | Adipose | HDDC2 | 0.10 | 0.08 | blup | 459 | 0.08 | 1.5e-12 | 3.5 | -7.5 | 8.4e-14 | 0.03 | 1.00 | 0.00 | FALSE |
29 | ROSMAP | Brain Pre-frontal Cortex | HDDC2 | 0.53 | 0.69 | lasso | 6 | 0.70 | 4.0e-127 | 9.1 | -8.9 | 4.8e-19 | 0.03 | 0.00 | 1.00 | FALSE |
30 | YFS | Blood | HEY2 | 0.02 | 0.01 | blup | 322 | 0.01 | 3.0e-04 | -3.2 | -5.5 | 4.0e-08 | 0.07 | 0.30 | 0.06 | TRUE |
31 | YFS | Blood | RNF146 | 0.01 | 0.00 | bslmm | 323 | 0.00 | 4.8e-02 | 0.8 | -6.4 | 1.4e-10 | -0.35 | 0.04 | 0.25 | FALSE |
32 | The Cancer Genome Atlas | Breast Invasive Carcinoma | HDDC2 | 0.05 | 0.04 | blup | 65 | 0.04 | 1.5e-08 | 8.5 | -7.3 | 3.6e-13 | 0.01 | 0.09 | 0.91 | FALSE |
33 | The Cancer Genome Atlas | Breast Invasive Carcinoma | HINT3 | 0.04 | 0.02 | enet | 7 | 0.02 | 2.6e-05 | -6.4 | -6.5 | 8.5e-11 | 0.01 | 0.01 | 0.99 | FALSE |
34 | The Cancer Genome Atlas | Breast Invasive Carcinoma | RSPO3 | 0.02 | 0.02 | blup | 60 | 0.02 | 2.8e-04 | 11.5 | 11.2 | 3.8e-29 | 0.93 | 0.01 | 0.98 | FALSE |
35 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | CENPW | 0.04 | 0.05 | lasso | 5 | 0.05 | 2.6e-06 | -8.1 | 7.5 | 7.5e-14 | 0.11 | 0.02 | 0.98 | FALSE |
36 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | HDDC2 | 0.05 | 0.05 | enet | 14 | 0.07 | 1.5e-08 | 8.5 | -6.6 | 3.1e-11 | 0.07 | 0.02 | 0.98 | FALSE |
37 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | HDDC2 | 0.09 | 0.06 | blup | 62 | 0.05 | 6.7e-04 | 8.5 | -7.5 | 5.8e-14 | 0.03 | 0.02 | 0.92 | FALSE |
38 | The Cancer Genome Atlas | Brain Lower Grade Glioma | CENPW | 0.04 | 0.06 | blup | 35 | 0.05 | 9.2e-07 | -8.0 | 7.5 | 7.6e-14 | 0.12 | 0.02 | 0.98 | FALSE |
39 | The Cancer Genome Atlas | Brain Lower Grade Glioma | HDDC2 | 0.09 | 0.05 | blup | 65 | 0.09 | 1.2e-10 | 3.3 | -7.6 | 2.5e-14 | 0.03 | 0.04 | 0.96 | FALSE |
40 | The Cancer Genome Atlas | Lung Adenocarcinoma | HDDC2 | 0.05 | 0.02 | blup | 65 | 0.02 | 9.3e-04 | 8.5 | -8.2 | 1.7e-16 | 0.02 | 0.03 | 0.96 | FALSE |
41 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | RSPO3 | 0.02 | 0.03 | blup | 60 | 0.02 | 1.3e-03 | 10.6 | 11.3 | 1.9e-29 | 0.92 | 0.24 | 0.46 | TRUE |
42 | The Cancer Genome Atlas | Pancreatic Adenocarcinoma | HDDC2 | 0.12 | 0.09 | enet | 11 | 0.10 | 7.7e-05 | 8.5 | -8.5 | 1.5e-17 | 0.04 | 0.01 | 0.99 | FALSE |
43 | The Cancer Genome Atlas | Pheochromocytoma and Paraganglioma | HDDC2 | 0.19 | 0.15 | lasso | 2 | 0.15 | 1.5e-06 | 4.9 | -6.4 | 1.7e-10 | 0.03 | 0.03 | 0.93 | TRUE |
44 | The Cancer Genome Atlas | Prostate Adenocarcinoma | HDDC2 | 0.08 | 0.09 | blup | 63 | 0.10 | 8.0e-11 | 8.5 | -8.4 | 2.9e-17 | 0.01 | 0.01 | 0.99 | TRUE |
45 | The Cancer Genome Atlas | Prostate Adenocarcinoma | RSPO3 | 0.06 | 0.02 | blup | 60 | 0.04 | 9.3e-05 | 10.6 | 10.1 | 3.4e-24 | 0.74 | 0.10 | 0.66 | FALSE |
46 | The Cancer Genome Atlas | Thyroid Carcinoma | HDDC2 | 0.09 | 0.13 | lasso | 4 | 0.12 | 3.5e-12 | 9.1 | -8.6 | 8.8e-18 | 0.03 | 0.00 | 1.00 | FALSE |
47 | The Cancer Genome Atlas | Thyroid Carcinoma | TPD52L1 | 0.08 | 0.03 | blup | 110 | 0.03 | 1.0e-03 | -2.8 | 5.4 | 7.1e-08 | 0.02 | 0.17 | 0.33 | TRUE |