Best TWAS P=1.26e-27 · Best GWAS P=3.77e-26 conditioned to 0.0621
# | 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 | ARFGEF2 | 0.09 | 0.05 | lasso | 8 | 0.10 | 9.2e-13 | 10.4 | -8.9 | 4.5e-19 | -0.82 | 0.00 | 1.00 | FALSE |
2 | CommonMind | Brain Pre-frontal Cortex | CSE1L | 0.08 | 0.07 | bslmm | 503 | 0.05 | 1.7e-06 | -5.5 | -7.9 | 3.0e-15 | -0.58 | 0.88 | 0.12 | FALSE |
3 | GTEx | Artery Aorta | CSE1L | 0.12 | 0.18 | lasso | 4 | 0.16 | 2.9e-09 | -5.5 | -5.2 | 1.6e-07 | -0.44 | 0.89 | 0.11 | FALSE |
4 | GTEx | Artery Tibial | CSE1L | 0.12 | 0.03 | lasso | 6 | 0.04 | 3.8e-04 | -5.1 | -7.7 | 1.2e-14 | -0.68 | 0.23 | 0.76 | FALSE |
5 | GTEx | Brain Nucleus accumbens basal ganglia | BCAS4 | 0.33 | 0.01 | lasso | 7 | 0.00 | 4.6e-01 | 6.1 | -6.1 | 1.0e-09 | -0.01 | 0.02 | 0.64 | FALSE |
6 | GTEx | Cells Transformed fibroblasts | STAU1 | 0.08 | 0.03 | lasso | 6 | 0.02 | 2.3e-02 | 8.8 | 9.7 | 4.9e-22 | 0.85 | 0.02 | 0.93 | FALSE |
7 | GTEx | Colon Sigmoid | ARFGEF2 | 0.15 | 0.12 | lasso | 1 | 0.07 | 2.3e-03 | 7.9 | -7.9 | 2.6e-15 | -0.60 | 0.05 | 0.62 | FALSE |
8 | GTEx | Colon Sigmoid | CSE1L | 0.18 | 0.12 | lasso | 11 | 0.09 | 4.4e-04 | 9.3 | -9.4 | 3.4e-21 | -0.80 | 0.11 | 0.84 | FALSE |
9 | GTEx | Colon Transverse | ARFGEF2 | 0.11 | 0.07 | enet | 12 | 0.09 | 2.9e-05 | -5.1 | -8.7 | 4.9e-18 | -0.78 | 0.08 | 0.89 | FALSE |
10 | GTEx | Colon Transverse | CSE1L | 0.17 | 0.01 | enet | 19 | 0.03 | 1.2e-02 | 5.3 | -6.5 | 7.6e-11 | -0.49 | 0.19 | 0.14 | FALSE |
11 | GTEx | Esophagus Gastroesophageal Junction | CSE1L | 0.17 | 0.07 | lasso | 5 | 0.07 | 1.6e-03 | -5.1 | -6.0 | 1.6e-09 | -0.49 | 0.30 | 0.23 | FALSE |
12 | GTEx | Esophagus Mucosa | CSE1L | 0.09 | 0.06 | lasso | 4 | 0.06 | 6.9e-05 | 9.8 | -9.4 | 4.9e-21 | -0.80 | 0.22 | 0.73 | FALSE |
13 | GTEx | Esophagus Mucosa | ZFAS1 | 0.15 | 0.01 | enet | 16 | 0.01 | 8.9e-02 | 9.8 | 7.0 | 3.4e-12 | 0.69 | 0.06 | 0.80 | FALSE |
14 | GTEx | Esophagus Muscularis | CSE1L | 0.16 | 0.14 | enet | 22 | 0.12 | 5.1e-08 | -5.1 | -5.3 | 1.3e-07 | -0.44 | 0.96 | 0.04 | FALSE |
15 | GTEx | Heart Atrial Appendage | CSE1L | 0.09 | 0.07 | lasso | 5 | 0.06 | 9.1e-04 | -5.2 | -5.6 | 2.2e-08 | -0.42 | 0.55 | 0.10 | FALSE |
16 | GTEx | Lung | CSE1L | 0.10 | 0.09 | lasso | 5 | 0.08 | 6.6e-07 | 8.8 | -8.9 | 4.1e-19 | -0.73 | 0.51 | 0.48 | FALSE |
17 | GTEx | Muscle Skeletal | PREX1 | 0.14 | 0.09 | enet | 23 | 0.13 | 2.5e-12 | 7.2 | 5.6 | 2.5e-08 | 0.51 | 0.80 | 0.20 | FALSE |
18 | GTEx | Muscle Skeletal | CSE1L | 0.18 | 0.19 | lasso | 9 | 0.20 | 4.6e-19 | -5.1 | -5.3 | 1.3e-07 | -0.42 | 1.00 | 0.00 | FALSE |
19 | GTEx | Skin Not Sun Exposed Suprapubic | ZFAS1 | 0.16 | 0.04 | enet | 19 | 0.07 | 1.0e-04 | 7.2 | 6.8 | 8.9e-12 | 0.69 | 0.04 | 0.92 | FALSE |
20 | GTEx | Skin Sun Exposed Lower leg | CSE1L | 0.08 | 0.03 | lasso | 2 | 0.03 | 9.5e-04 | 9.9 | -9.8 | 1.2e-22 | -0.81 | 0.38 | 0.32 | FALSE |
21 | GTEx | Skin Sun Exposed Lower leg | ZFAS1 | 0.07 | 0.03 | enet | 14 | 0.05 | 5.8e-05 | 9.9 | 8.1 | 5.7e-16 | 0.77 | 0.16 | 0.79 | FALSE |
22 | GTEx | Testis | ARFGEF2 | 0.20 | 0.20 | lasso | 7 | 0.24 | 5.4e-11 | 8.8 | -10.2 | 2.9e-24 | -0.91 | 0.02 | 0.98 | FALSE |
23 | GTEx | Thyroid | CSE1L | 0.20 | 0.21 | enet | 15 | 0.20 | 2.3e-15 | -5.5 | -5.4 | 7.7e-08 | -0.44 | 1.00 | 0.00 | FALSE |
24 | METSIM | Adipose | ARFGEF2 | 0.04 | 0.03 | lasso | 12 | 0.02 | 9.8e-05 | 10.6 | -10.6 | 2.6e-26 | -0.98 | 0.02 | 0.98 | FALSE |
25 | METSIM | Adipose | CSE1L | 0.05 | 0.05 | lasso | 4 | 0.04 | 5.3e-07 | -5.1 | -6.7 | 2.4e-11 | -0.58 | 0.87 | 0.13 | FALSE |
26 | NTR | Blood | NCRNA00275 | 0.07 | 0.06 | lasso | 4 | 0.08 | 9.7e-25 | -3.0 | -6.6 | 5.0e-11 | -0.53 | 1.00 | 0.00 | FALSE |
27 | NTR | Blood | SNORD12B | 0.03 | 0.05 | lasso | 8 | 0.05 | 1.9e-14 | 9.9 | -10.4 | 3.1e-25 | -0.96 | 0.05 | 0.95 | FALSE |
28 | ROSMAP | Brain Pre-frontal Cortex | CSE1L | 0.04 | 0.02 | enet | 16 | 0.02 | 2.8e-03 | 7.9 | -8.7 | 3.6e-18 | -0.72 | 0.13 | 0.85 | FALSE |
29 | YFS | Blood | CSE1L | 0.06 | 0.05 | enet | 21 | 0.06 | 2.0e-19 | -5.2 | -8.0 | 9.7e-16 | -0.60 | 1.00 | 0.00 | FALSE |
30 | YFS | Blood | PTPN1 | 0.37 | 0.30 | enet | 21 | 0.30 | 1.1e-101 | 6.3 | -7.1 | 1.5e-12 | 0.00 | 0.00 | 1.00 | TRUE |
31 | YFS | Blood | RNF114 | 0.08 | 0.04 | bslmm | 442 | 0.04 | 4.0e-12 | 4.5 | 6.1 | 1.1e-09 | -0.02 | 1.00 | 0.00 | TRUE |
32 | The Cancer Genome Atlas | Colon Adenocarcinoma | SNAI1 | 0.09 | 0.10 | lasso | 5 | 0.06 | 3.1e-04 | -5.8 | 5.8 | 5.0e-09 | -0.03 | 0.20 | 0.58 | TRUE |
33 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | CSE1L | 0.03 | 0.05 | lasso | 1 | 0.03 | 9.3e-05 | 8.8 | -8.8 | 2.0e-18 | -0.75 | 0.28 | 0.64 | FALSE |
34 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | CSE1L | 0.05 | 0.07 | blup | 50 | 0.07 | 3.2e-08 | 9.2 | -9.5 | 3.2e-21 | -0.80 | 0.37 | 0.63 | FALSE |
35 | The Cancer Genome Atlas | Brain Lower Grade Glioma | ARFGEF2 | 0.05 | 0.04 | lasso | 5 | 0.05 | 3.2e-06 | 10.4 | -10.9 | 1.3e-27 | -0.94 | 0.00 | 1.00 | TRUE |
36 | The Cancer Genome Atlas | Brain Lower Grade Glioma | CSE1L | 0.05 | 0.06 | lasso | 3 | 0.05 | 1.0e-06 | -4.9 | -5.4 | 8.4e-08 | -0.47 | 0.94 | 0.05 | FALSE |
37 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | C20orf199 | 0.04 | 0.00 | enet | 8 | 0.02 | 6.4e-03 | 3.5 | 6.7 | 1.7e-11 | 0.62 | 0.01 | 0.48 | FALSE |
38 | The Cancer Genome Atlas | Ovarian Serous Cystadenocarcinoma | C20orf199 | 0.05 | 0.06 | lasso | 4 | 0.06 | 1.0e-04 | 9.9 | 9.9 | 4.0e-23 | 0.92 | 0.00 | 0.96 | FALSE |
39 | The Cancer Genome Atlas | Prostate Adenocarcinoma | CSE1L | 0.05 | 0.05 | lasso | 3 | 0.06 | 8.1e-07 | -5.5 | -5.5 | 2.9e-08 | -0.44 | 0.94 | 0.02 | FALSE |
40 | The Cancer Genome Atlas | Testicular Germ Cell Tumors | CSE1L | 0.13 | 0.03 | blup | 50 | 0.07 | 1.4e-03 | 8.8 | -7.5 | 7.2e-14 | -0.60 | 0.03 | 0.27 | FALSE |
41 | The Cancer Genome Atlas | Thyroid Carcinoma | CSE1L | 0.12 | 0.20 | lasso | 2 | 0.19 | 7.1e-18 | -5.2 | -5.2 | 2.5e-07 | -0.43 | 1.00 | 0.00 | FALSE |
42 | The Cancer Genome Atlas | Thyroid Carcinoma | DDX27 | 0.08 | 0.05 | lasso | 3 | 0.05 | 1.9e-05 | 9.9 | 9.2 | 2.8e-20 | 0.85 | 0.05 | 0.90 | FALSE |