Best TWAS P=2.47e-89 · Best GWAS P=2.84e-149 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 | RPA1 | 0.13 | 0.08 | lasso | 3 | 0.08 | 3.3e-10 | 4.88 | 5.2 | 2.0e-07 | -0.09 | 1.00 | 0.00 | FALSE |
2 | CommonMind | Brain Pre-frontal Cortex | TIMM22 | 0.19 | 0.13 | lasso | 3 | 0.14 | 3.3e-17 | -4.97 | -5.3 | 9.0e-08 | -0.01 | 1.00 | 0.00 | FALSE |
3 | GTEx | Adipose Subcutaneous | RP1-59D14.5 | 0.07 | 0.02 | enet | 22 | 0.05 | 3.0e-05 | 12.60 | 8.1 | 5.2e-16 | -0.19 | 0.18 | 0.12 | FALSE |
4 | GTEx | Adrenal Gland | RP11-676J12.4 | 0.23 | 0.02 | enet | 27 | 0.01 | 1.4e-01 | -5.06 | 6.8 | 1.4e-11 | 0.00 | 0.05 | 0.12 | TRUE |
5 | GTEx | Artery Aorta | RPA1 | 0.19 | 0.04 | enet | 32 | 0.11 | 9.3e-07 | 1.00 | 7.0 | 2.5e-12 | -0.13 | 0.22 | 0.04 | TRUE |
6 | GTEx | Artery Coronary | SRR | 0.44 | 0.28 | lasso | 8 | 0.26 | 2.5e-09 | 4.82 | -5.5 | 5.0e-08 | 0.37 | 0.98 | 0.01 | FALSE |
7 | GTEx | Artery Tibial | SGSM2 | 0.12 | 0.02 | enet | 11 | 0.05 | 1.6e-04 | -7.17 | 5.8 | 8.8e-09 | -0.30 | 0.44 | 0.02 | FALSE |
8 | GTEx | Artery Tibial | SRR | 0.22 | 0.23 | lasso | 4 | 0.24 | 3.9e-19 | 4.82 | -5.9 | 3.9e-09 | 0.39 | 1.00 | 0.00 | FALSE |
9 | GTEx | Brain Caudate basal ganglia | SRR | 0.26 | 0.03 | lasso | 3 | 0.02 | 8.6e-02 | 6.97 | -7.6 | 2.1e-14 | 0.44 | 0.13 | 0.11 | FALSE |
10 | GTEx | Brain Cerebellar Hemisphere | DPH1 | 0.35 | 0.31 | lasso | 2 | 0.31 | 9.8e-09 | 9.02 | 9.2 | 4.6e-20 | -0.29 | 0.39 | 0.14 | FALSE |
11 | GTEx | Brain Cerebellar Hemisphere | SRR | 0.37 | 0.24 | lasso | 7 | 0.22 | 2.1e-06 | 4.61 | -8.7 | 3.5e-18 | 0.47 | 0.27 | 0.58 | FALSE |
12 | GTEx | Brain Cerebellum | SMG6 | 0.24 | 0.03 | enet | 16 | 0.05 | 1.3e-02 | 1.24 | 11.8 | 2.7e-32 | -0.51 | 0.04 | 0.63 | TRUE |
13 | GTEx | Brain Cerebellum | DPH1 | 0.52 | 0.30 | lasso | 8 | 0.31 | 8.9e-10 | 9.02 | 9.2 | 3.2e-20 | -0.29 | 0.76 | 0.02 | TRUE |
14 | GTEx | Brain Frontal Cortex BA9 | HNRNPA1P16 | 0.22 | -0.01 | enet | 25 | 0.06 | 8.6e-03 | -8.78 | 6.2 | 4.1e-10 | -0.26 | 0.08 | 0.06 | FALSE |
15 | GTEx | Breast Mammary Tissue | WDR81 | 0.18 | 0.11 | lasso | 3 | 0.10 | 7.4e-06 | -4.49 | 5.8 | 5.2e-09 | -0.13 | 0.62 | 0.05 | TRUE |
16 | GTEx | Breast Mammary Tissue | SRR | 0.20 | 0.21 | lasso | 3 | 0.20 | 8.2e-11 | 5.04 | -5.7 | 1.0e-08 | 0.39 | 1.00 | 0.00 | FALSE |
17 | GTEx | Cells EBV-transformed lymphocytes | MNT | 0.42 | 0.10 | lasso | 9 | 0.14 | 3.0e-05 | -6.55 | 7.7 | 1.6e-14 | -0.42 | 0.30 | 0.20 | FALSE |
18 | GTEx | Cells EBV-transformed lymphocytes | RP1-59D14.1 | 0.22 | 0.01 | lasso | 4 | 0.01 | 1.3e-01 | -6.55 | 10.1 | 3.9e-24 | -0.50 | 0.04 | 0.43 | FALSE |
19 | GTEx | Cells Transformed fibroblasts | DPH1 | 0.28 | 0.12 | enet | 6 | 0.23 | 4.0e-17 | 4.53 | 5.4 | 6.2e-08 | -0.11 | 1.00 | 0.00 | FALSE |
20 | GTEx | Cells Transformed fibroblasts | TIMM22 | 0.27 | 0.18 | lasso | 7 | 0.21 | 6.7e-16 | -4.97 | 5.7 | 1.2e-08 | 0.02 | 1.00 | 0.00 | FALSE |
21 | GTEx | Esophagus Mucosa | SGSM2 | 0.28 | 0.32 | lasso | 5 | 0.32 | 6.9e-22 | 7.74 | -7.2 | 7.1e-13 | 0.39 | 1.00 | 0.00 | FALSE |
22 | GTEx | Esophagus Mucosa | TIMM22 | 0.23 | 0.12 | lasso | 3 | 0.14 | 2.5e-09 | -4.97 | 5.4 | 7.5e-08 | 0.01 | 0.99 | 0.00 | FALSE |
23 | GTEx | Esophagus Mucosa | RP1-59D14.5 | 0.14 | 0.15 | lasso | 2 | 0.14 | 1.3e-09 | 7.74 | -7.7 | 9.9e-15 | 0.40 | 1.00 | 0.00 | FALSE |
24 | GTEx | Esophagus Muscularis | RP11-667K14.4 | 0.12 | 0.03 | lasso | 6 | 0.03 | 8.1e-03 | 5.53 | -8.2 | 2.6e-16 | 0.33 | 0.19 | 0.06 | FALSE |
25 | GTEx | Heart Atrial Appendage | SRR | 0.35 | 0.30 | lasso | 7 | 0.29 | 1.4e-13 | 4.70 | -6.8 | 8.1e-12 | 0.43 | 1.00 | 0.00 | TRUE |
26 | GTEx | Liver | SRR | 0.31 | 0.00 | lasso | 7 | 0.00 | 3.0e-01 | 1.15 | -7.3 | 3.2e-13 | 0.35 | 0.07 | 0.10 | FALSE |
27 | GTEx | Nerve Tibial | SRR | 0.15 | 0.13 | lasso | 3 | 0.13 | 2.9e-09 | 4.82 | -5.5 | 3.4e-08 | 0.39 | 1.00 | 0.00 | FALSE |
28 | GTEx | Ovary | DPH1 | 0.67 | 0.38 | lasso | 6 | 0.39 | 1.0e-10 | 9.02 | 8.3 | 1.2e-16 | -0.27 | 0.75 | 0.01 | FALSE |
29 | GTEx | Pancreas | SERPINF1 | 0.31 | 0.08 | enet | 26 | 0.06 | 1.1e-03 | 3.25 | -9.5 | 1.5e-21 | 0.15 | 0.20 | 0.05 | FALSE |
30 | GTEx | Pituitary | DPH1 | 0.66 | 0.47 | lasso | 6 | 0.45 | 7.1e-13 | 9.02 | 8.3 | 1.3e-16 | -0.25 | 0.97 | 0.00 | FALSE |
31 | GTEx | Skin Not Sun Exposed Suprapubic | MNT | 0.16 | 0.06 | lasso | 7 | 0.04 | 2.6e-03 | 4.90 | 6.0 | 2.0e-09 | -0.30 | 0.19 | 0.03 | FALSE |
32 | GTEx | Skin Sun Exposed Lower leg | MNT | 0.10 | 0.09 | enet | 16 | 0.08 | 5.1e-07 | 4.90 | 7.8 | 8.3e-15 | -0.40 | 0.96 | 0.01 | FALSE |
33 | GTEx | Skin Sun Exposed Lower leg | SGSM2 | 0.50 | 0.47 | enet | 11 | 0.51 | 3.3e-48 | 7.74 | -5.3 | 1.2e-07 | 0.27 | 1.00 | 0.00 | FALSE |
34 | GTEx | Skin Sun Exposed Lower leg | SRR | 0.13 | 0.15 | lasso | 4 | 0.14 | 2.0e-11 | 4.61 | -6.4 | 2.0e-10 | 0.40 | 1.00 | 0.00 | FALSE |
35 | GTEx | Skin Sun Exposed Lower leg | RP1-59D14.1 | 0.11 | 0.07 | lasso | 4 | 0.06 | 1.8e-05 | 4.90 | 5.5 | 3.5e-08 | -0.27 | 0.84 | 0.02 | TRUE |
36 | GTEx | Skin Sun Exposed Lower leg | RP1-59D14.5 | 0.32 | 0.28 | lasso | 5 | 0.30 | 1.8e-25 | 7.74 | -5.7 | 9.2e-09 | 0.30 | 1.00 | 0.00 | FALSE |
37 | GTEx | Testis | NXN | 0.50 | -0.01 | lasso | 9 | 0.04 | 7.9e-03 | -8.48 | -6.3 | 2.8e-10 | 0.02 | 0.01 | 0.92 | TRUE |
38 | GTEx | Testis | SRR | 0.13 | 0.12 | lasso | 2 | 0.09 | 6.6e-05 | 6.71 | -6.4 | 1.3e-10 | 0.36 | 0.57 | 0.04 | TRUE |
39 | GTEx | Thyroid | DPH1 | 0.28 | 0.23 | enet | 8 | 0.24 | 4.6e-18 | 9.02 | 7.6 | 4.0e-14 | -0.22 | 1.00 | 0.00 | FALSE |
40 | GTEx | Vagina | SRR | 0.18 | 0.13 | lasso | 2 | 0.11 | 1.6e-03 | 4.20 | -6.4 | 1.3e-10 | 0.41 | 0.11 | 0.06 | FALSE |
41 | GTEx | Whole Blood | SRR | 0.09 | 0.03 | enet | 8 | 0.02 | 4.5e-03 | 4.61 | -9.0 | 2.1e-19 | 0.48 | 0.65 | 0.14 | FALSE |
42 | METSIM | Adipose | SERPINF1 | 0.06 | 0.00 | bslmm | 450 | 0.02 | 2.5e-04 | 0.26 | 7.6 | 3.7e-14 | -0.28 | 0.19 | 0.08 | FALSE |
43 | METSIM | Adipose | TIMM22 | 0.12 | 0.10 | bslmm | 440 | 0.10 | 3.4e-14 | -4.97 | 5.2 | 2.3e-07 | 0.02 | 1.00 | 0.00 | FALSE |
44 | ROSMAP | Brain Pre-frontal Cortex | MNT | 0.09 | 0.04 | lasso | 5 | 0.06 | 9.5e-09 | -2.45 | 6.3 | 3.5e-10 | -0.38 | 1.00 | 0.00 | FALSE |
45 | ROSMAP | Brain Pre-frontal Cortex | TIMM22 | 0.19 | 0.15 | lasso | 3 | 0.16 | 2.0e-19 | -4.97 | -5.3 | 1.2e-07 | 0.00 | 1.00 | 0.00 | FALSE |
46 | YFS | Blood | SGSM2 | 0.05 | 0.03 | lasso | 8 | 0.03 | 3.9e-11 | -6.97 | 7.2 | 4.1e-13 | -0.31 | 1.00 | 0.00 | FALSE |
47 | YFS | Blood | TIMM22 | 0.42 | 0.33 | enet | 20 | 0.34 | 1.8e-116 | -4.97 | -5.5 | 5.0e-08 | -0.01 | 1.00 | 0.00 | FALSE |
48 | The Cancer Genome Atlas | Bladder Urothelial Carcinoma | SRR | 0.11 | 0.09 | lasso | 4 | 0.10 | 6.8e-09 | 4.61 | -7.3 | 3.8e-13 | 0.45 | 0.67 | 0.32 | FALSE |
49 | The Cancer Genome Atlas | Breast Invasive Carcinoma | LOC284009 | 0.02 | 0.01 | blup | 59 | 0.01 | 1.4e-02 | -1.11 | 5.5 | 4.4e-08 | -0.32 | 0.02 | 0.20 | FALSE |
50 | The Cancer Genome Atlas | Breast Invasive Carcinoma | SMG6 | 0.03 | 0.01 | blup | 144 | 0.01 | 4.8e-03 | 14.08 | 20.0 | 2.5e-89 | -0.67 | 0.10 | 0.58 | TRUE |
51 | The Cancer Genome Atlas | Breast Invasive Carcinoma | SRR | 0.16 | 0.16 | lasso | 5 | 0.16 | 2.3e-32 | 4.82 | -5.2 | 1.9e-07 | 0.35 | 1.00 | 0.00 | FALSE |
52 | The Cancer Genome Atlas | Esophageal Carcinoma | SRR | 0.32 | 0.13 | lasso | 2 | 0.16 | 9.2e-06 | 6.71 | -6.7 | 2.1e-11 | 0.35 | 0.53 | 0.10 | FALSE |
53 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | SMG6 | 0.08 | 0.05 | blup | 144 | 0.07 | 1.3e-04 | 16.04 | 19.3 | 1.2e-82 | -0.71 | 0.35 | 0.45 | FALSE |
54 | The Cancer Genome Atlas | Brain Lower Grade Glioma | SERPINF1 | 0.07 | 0.00 | blup | 68 | 0.02 | 1.0e-03 | -1.94 | -5.1 | 3.0e-07 | -0.04 | 0.01 | 0.14 | FALSE |
55 | The Cancer Genome Atlas | Brain Lower Grade Glioma | SRR | 0.29 | 0.26 | lasso | 2 | 0.27 | 1.9e-30 | 4.82 | -5.5 | 3.0e-08 | 0.36 | 1.00 | 0.00 | FALSE |
56 | The Cancer Genome Atlas | Brain Lower Grade Glioma | TIMM22 | 0.14 | 0.15 | enet | 11 | 0.16 | 1.5e-17 | -4.97 | -6.9 | 5.9e-12 | 0.00 | 1.00 | 0.00 | TRUE |
57 | The Cancer Genome Atlas | Pancreatic Adenocarcinoma | SRR | 0.34 | 0.30 | lasso | 4 | 0.30 | 2.9e-13 | 4.61 | -5.3 | 1.2e-07 | 0.34 | 1.00 | 0.00 | FALSE |
58 | The Cancer Genome Atlas | Prostate Adenocarcinoma | SMG6 | 0.04 | 0.01 | blup | 144 | 0.02 | 5.5e-03 | 1.35 | 6.2 | 4.5e-10 | -0.30 | 0.10 | 0.07 | FALSE |
59 | The Cancer Genome Atlas | Prostate Adenocarcinoma | TIMM22 | 0.11 | 0.04 | blup | 49 | 0.03 | 4.8e-04 | -6.03 | -6.5 | 1.1e-10 | -0.03 | 0.10 | 0.78 | FALSE |
60 | The Cancer Genome Atlas | Rectum Adenocarcinoma | SRR | 0.52 | 0.32 | lasso | 3 | 0.40 | 1.7e-10 | 4.61 | -9.7 | 2.4e-22 | 0.54 | 0.11 | 0.73 | FALSE |
61 | The Cancer Genome Atlas | Testicular Germ Cell Tumors | C17orf91 | 0.22 | 0.02 | enet | 17 | 0.12 | 4.9e-05 | -4.38 | 5.9 | 3.8e-09 | 0.07 | 0.00 | 0.10 | TRUE |
62 | The Cancer Genome Atlas | Testicular Germ Cell Tumors | SGSM2 | 0.13 | 0.01 | blup | 81 | 0.01 | 1.1e-01 | 13.70 | -9.2 | 4.6e-20 | 0.22 | 0.03 | 0.05 | TRUE |
63 | The Cancer Genome Atlas | Testicular Germ Cell Tumors | SRR | 0.35 | 0.07 | enet | 11 | 0.14 | 1.1e-05 | 4.82 | -13.8 | 4.0e-43 | 0.65 | 0.01 | 0.94 | TRUE |