Best TWAS P=1.03e-18 · Best GWAS P=2.79e-17 conditioned to 0.0474
# | 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 | ARFRP1 | 0.07 | 0.07 | lasso | 3 | 0.06 | 5.3e-08 | -7.9 | 8.1 | 4.7e-16 | -0.80 | 0.35 | 0.65 | FALSE |
2 | CommonMind | Brain Pre-frontal Cortex | LIME1 | 0.04 | 0.00 | bslmm | 439 | 0.01 | 3.3e-02 | -7.3 | 6.2 | 5.0e-10 | -0.65 | 0.08 | 0.73 | FALSE |
3 | CommonMind | Brain Pre-frontal Cortex | STMN3 | 0.07 | 0.02 | lasso | 4 | 0.05 | 2.8e-06 | -7.4 | -7.2 | 8.5e-13 | 0.75 | 0.02 | 0.98 | FALSE |
4 | GTEx | Adipose Visceral Omentum | GMEB2 | 0.19 | 0.01 | enet | 21 | 0.02 | 5.2e-02 | -5.0 | -6.3 | 2.9e-10 | 0.50 | 0.03 | 0.78 | FALSE |
5 | GTEx | Artery Aorta | CABLES2 | 0.26 | 0.09 | enet | 28 | 0.16 | 3.6e-09 | -4.0 | 5.4 | 7.2e-08 | 0.07 | 0.99 | 0.01 | FALSE |
6 | GTEx | Artery Tibial | LAMA5 | 0.12 | 0.05 | enet | 15 | 0.04 | 7.4e-04 | 6.2 | 5.2 | 2.1e-07 | 0.07 | 0.58 | 0.06 | FALSE |
7 | GTEx | Artery Tibial | CABLES2 | 0.21 | 0.18 | enet | 16 | 0.20 | 8.3e-16 | 5.7 | 6.5 | 6.7e-11 | 0.10 | 0.99 | 0.01 | FALSE |
8 | GTEx | Artery Tibial | RP11-157P1.4 | 0.15 | 0.05 | lasso | 5 | 0.09 | 3.4e-07 | 5.9 | 6.4 | 1.6e-10 | 0.14 | 0.92 | 0.02 | FALSE |
9 | GTEx | Artery Tibial | RP11-157P1.5 | 0.15 | 0.06 | enet | 3 | 0.03 | 2.2e-03 | 6.2 | 6.3 | 3.9e-10 | 0.09 | 0.71 | 0.06 | FALSE |
10 | GTEx | Brain Cerebellar Hemisphere | STMN3 | 0.39 | 0.08 | lasso | 5 | 0.22 | 2.1e-06 | -8.1 | -7.2 | 4.5e-13 | 0.72 | 0.02 | 0.95 | FALSE |
11 | GTEx | Brain Cerebellum | STMN3 | 0.33 | 0.12 | lasso | 10 | 0.20 | 1.8e-06 | -7.3 | -8.5 | 2.0e-17 | 0.82 | 0.02 | 0.98 | FALSE |
12 | GTEx | Brain Cortex | STMN3 | 0.25 | 0.09 | lasso | 7 | 0.11 | 6.8e-04 | -7.1 | -7.0 | 3.3e-12 | 0.89 | 0.06 | 0.81 | FALSE |
13 | GTEx | Breast Mammary Tissue | GMEB2 | 0.18 | 0.02 | lasso | 5 | 0.06 | 3.0e-04 | -7.2 | -6.9 | 5.9e-12 | 0.70 | 0.05 | 0.72 | FALSE |
14 | GTEx | Breast Mammary Tissue (Female) | GMEB2 | 0.36 | 0.06 | lasso | 4 | 0.05 | 1.2e-02 | -8.1 | -7.5 | 8.6e-14 | 0.94 | 0.02 | 0.86 | FALSE |
15 | GTEx | Cells Transformed fibroblasts | LAMA5 | 0.14 | 0.12 | lasso | 4 | 0.12 | 5.0e-09 | 6.3 | -6.4 | 1.3e-10 | -0.10 | 0.93 | 0.07 | FALSE |
16 | GTEx | Cells Transformed fibroblasts | RP11-157P1.5 | 0.15 | 0.12 | enet | 15 | 0.10 | 7.3e-08 | 6.3 | -5.4 | 6.7e-08 | -0.08 | 0.90 | 0.09 | FALSE |
17 | GTEx | Cells Transformed fibroblasts | CTD-3184A7.4 | 0.09 | 0.00 | enet | 28 | 0.00 | 1.4e-01 | -6.7 | -5.2 | 1.9e-07 | 0.52 | 0.05 | 0.62 | FALSE |
18 | GTEx | Colon Sigmoid | CABLES2 | 0.29 | 0.08 | lasso | 11 | 0.08 | 6.3e-04 | -3.6 | 5.6 | 1.7e-08 | 0.05 | 0.47 | 0.03 | FALSE |
19 | GTEx | Colon Sigmoid | RGS19 | 0.27 | 0.07 | enet | 33 | 0.09 | 3.8e-04 | -3.2 | -5.3 | 1.4e-07 | 0.03 | 0.51 | 0.05 | TRUE |
20 | GTEx | Esophagus Gastroesophageal Junction | CABLES2 | 0.25 | 0.10 | lasso | 4 | 0.15 | 4.8e-06 | 5.4 | 5.8 | 7.8e-09 | 0.08 | 0.68 | 0.02 | FALSE |
21 | GTEx | Esophagus Mucosa | LAMA5 | 0.18 | 0.10 | lasso | 4 | 0.10 | 2.9e-07 | 6.4 | -6.4 | 1.5e-10 | -0.12 | 0.91 | 0.08 | FALSE |
22 | GTEx | Esophagus Muscularis | CABLES2 | 0.28 | 0.23 | lasso | 6 | 0.35 | 5.4e-22 | 5.4 | 5.8 | 5.0e-09 | 0.07 | 1.00 | 0.00 | FALSE |
23 | GTEx | Heart Atrial Appendage | CABLES2 | 0.17 | 0.02 | lasso | 6 | 0.05 | 3.7e-03 | 5.6 | 5.9 | 4.7e-09 | 0.08 | 0.40 | 0.04 | FALSE |
24 | GTEx | Heart Atrial Appendage | RP11-157P1.5 | 0.29 | 0.22 | lasso | 9 | 0.21 | 6.1e-10 | 5.4 | -5.2 | 2.0e-07 | -0.12 | 0.98 | 0.01 | FALSE |
25 | GTEx | Liver | LAMA5 | 0.35 | 0.11 | lasso | 5 | 0.08 | 2.4e-03 | 6.4 | 6.9 | 4.3e-12 | 0.12 | 0.32 | 0.07 | TRUE |
26 | GTEx | Liver | RP11-157P1.5 | 0.39 | 0.18 | lasso | 9 | 0.27 | 3.1e-08 | 5.4 | -6.3 | 3.4e-10 | -0.11 | 0.82 | 0.04 | FALSE |
27 | GTEx | Muscle Skeletal | CABLES2 | 0.10 | 0.02 | lasso | 4 | 0.04 | 2.1e-04 | 6.2 | 6.4 | 1.7e-10 | 0.11 | 0.66 | 0.05 | FALSE |
28 | GTEx | Muscle Skeletal | RP11-157P1.5 | 0.14 | 0.02 | enet | 14 | 0.02 | 2.8e-03 | 5.4 | -5.9 | 2.8e-09 | -0.13 | 0.77 | 0.04 | FALSE |
29 | GTEx | Nerve Tibial | CABLES2 | 0.30 | 0.15 | enet | 52 | 0.22 | 2.4e-15 | -3.6 | 6.0 | 2.1e-09 | 0.05 | 1.00 | 0.00 | FALSE |
30 | GTEx | Pituitary | STMN3 | 0.43 | 0.00 | enet | 8 | 0.06 | 1.1e-02 | -2.2 | -6.4 | 2.0e-10 | 0.63 | 0.03 | 0.64 | FALSE |
31 | GTEx | Skin Not Sun Exposed Suprapubic | CABLES2 | 0.16 | 0.07 | lasso | 7 | 0.10 | 2.5e-06 | -3.6 | 5.5 | 4.6e-08 | 0.05 | 0.83 | 0.01 | FALSE |
32 | GTEx | Skin Sun Exposed Lower leg | CABLES2 | 0.18 | 0.17 | enet | 13 | 0.16 | 3.4e-13 | -3.8 | 5.3 | 1.2e-07 | 0.04 | 1.00 | 0.00 | FALSE |
33 | GTEx | Testis | RTEL1 | 0.19 | 0.06 | lasso | 5 | 0.14 | 8.0e-07 | -7.1 | -5.3 | 9.3e-08 | 0.80 | 0.01 | 0.98 | FALSE |
34 | GTEx | Thyroid | SLC2A4RG | 0.12 | 0.06 | lasso | 5 | 0.04 | 2.4e-04 | -7.2 | 6.9 | 6.1e-12 | -0.83 | 0.14 | 0.82 | FALSE |
35 | GTEx | Vagina | CABLES2 | 0.49 | 0.04 | lasso | 6 | 0.02 | 1.4e-01 | 6.3 | 6.1 | 8.3e-10 | 0.09 | 0.06 | 0.05 | FALSE |
36 | GTEx | Whole Blood | STMN3 | 0.10 | 0.00 | lasso | 3 | 0.00 | 1.2e-01 | -7.3 | 7.7 | 1.2e-14 | -0.76 | 0.03 | 0.69 | FALSE |
37 | METSIM | Adipose | STMN3 | 0.20 | 0.08 | enet | 30 | 0.11 | 1.0e-16 | -6.1 | 6.4 | 1.6e-10 | -0.56 | 0.99 | 0.01 | FALSE |
38 | METSIM | Adipose | TPD52L2 | 0.03 | 0.00 | bslmm | 207 | 0.02 | 1.5e-03 | 4.4 | 7.9 | 2.6e-15 | -0.46 | 0.04 | 0.41 | FALSE |
39 | YFS | Blood | LIME1 | 0.12 | 0.19 | enet | 15 | 0.19 | 5.3e-59 | -7.6 | -7.1 | 9.4e-13 | 0.67 | 0.60 | 0.40 | FALSE |
40 | The Cancer Genome Atlas | Esophageal Carcinoma | GMEB2 | 0.16 | 0.04 | blup | 64 | 0.05 | 1.0e-02 | 2.5 | 5.6 | 1.8e-08 | -0.45 | 0.02 | 0.20 | FALSE |
41 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | STMN3 | 0.02 | 0.02 | blup | 43 | 0.02 | 1.7e-03 | -7.4 | -8.0 | 1.7e-15 | 0.92 | 0.01 | 0.89 | FALSE |
42 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | TNFRSF6B | 0.03 | 0.01 | blup | 44 | 0.02 | 7.1e-04 | -7.3 | -7.6 | 2.8e-14 | 0.89 | 0.02 | 0.91 | FALSE |
43 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | SLC2A4RG | 0.03 | 0.01 | blup | 48 | 0.02 | 2.4e-03 | -7.3 | 7.6 | 2.2e-14 | -0.80 | 0.05 | 0.56 | FALSE |
44 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | LIME1 | 0.08 | 0.07 | lasso | 4 | 0.06 | 2.0e-04 | -6.0 | 7.0 | 2.4e-12 | -0.67 | 0.05 | 0.82 | FALSE |
45 | The Cancer Genome Atlas | Brain Lower Grade Glioma | LIME1 | 0.02 | 0.03 | blup | 47 | 0.02 | 6.2e-03 | -7.1 | -8.2 | 2.1e-16 | 0.85 | 0.02 | 0.81 | FALSE |
46 | The Cancer Genome Atlas | Lung Adenocarcinoma | TNFRSF6B | 0.02 | 0.01 | enet | 7 | 0.01 | 6.9e-03 | -7.2 | -8.1 | 8.3e-16 | 0.84 | 0.10 | 0.32 | FALSE |
47 | The Cancer Genome Atlas | Ovarian Serous Cystadenocarcinoma | RTEL1 | 0.05 | 0.04 | blup | 56 | 0.03 | 4.2e-03 | -5.7 | -7.7 | 1.0e-14 | 0.77 | 0.03 | 0.40 | FALSE |
48 | The Cancer Genome Atlas | Ovarian Serous Cystadenocarcinoma | STMN3 | 0.07 | 0.01 | blup | 41 | 0.05 | 4.2e-04 | -8.1 | -8.3 | 9.8e-17 | 0.87 | 0.01 | 0.95 | TRUE |
49 | The Cancer Genome Atlas | Ovarian Serous Cystadenocarcinoma | TNFRSF6B | 0.05 | 0.02 | blup | 44 | 0.03 | 2.9e-03 | -7.8 | -7.2 | 7.3e-13 | 0.64 | 0.02 | 0.17 | FALSE |
50 | The Cancer Genome Atlas | Prostate Adenocarcinoma | ARFRP1 | 0.03 | 0.02 | lasso | 2 | 0.02 | 1.2e-03 | -7.9 | 7.9 | 3.7e-15 | -0.70 | 0.12 | 0.49 | FALSE |
51 | The Cancer Genome Atlas | Prostate Adenocarcinoma | LIME1 | 0.04 | 0.05 | blup | 47 | 0.05 | 9.0e-06 | -7.6 | -7.8 | 7.0e-15 | 0.72 | 0.19 | 0.80 | FALSE |
52 | The Cancer Genome Atlas | Prostate Adenocarcinoma | SLC2A4RG | 0.05 | 0.01 | blup | 48 | 0.02 | 2.0e-03 | -7.7 | 8.8 | 1.0e-18 | -0.67 | 0.01 | 0.94 | TRUE |
53 | The Cancer Genome Atlas | Prostate Adenocarcinoma | ZGPAT | 0.05 | 0.06 | lasso | 3 | 0.06 | 5.5e-07 | -7.4 | 7.7 | 1.1e-14 | -0.88 | 0.43 | 0.57 | FALSE |
54 | The Cancer Genome Atlas | Testicular Germ Cell Tumors | LIME1 | 0.10 | 0.02 | blup | 47 | 0.04 | 1.5e-02 | -7.7 | -7.2 | 8.2e-13 | 0.78 | 0.01 | 0.54 | FALSE |
55 | The Cancer Genome Atlas | Testicular Germ Cell Tumors | RPS21 | 0.15 | 0.01 | blup | 59 | 0.02 | 4.9e-02 | 5.0 | -5.9 | 4.1e-09 | -0.08 | 0.01 | 0.58 | FALSE |
56 | The Cancer Genome Atlas | Thyroid Carcinoma | ARFRP1 | 0.04 | 0.00 | blup | 51 | 0.00 | 1.3e-01 | -7.6 | 7.1 | 9.2e-13 | -0.66 | 0.03 | 0.13 | FALSE |
57 | The Cancer Genome Atlas | Thyroid Carcinoma | LIME1 | 0.05 | 0.03 | blup | 47 | 0.04 | 3.9e-05 | -7.2 | -6.2 | 4.0e-10 | 0.78 | 0.08 | 0.90 | FALSE |
58 | The Cancer Genome Atlas | Thyroid Carcinoma | ZGPAT | 0.05 | 0.04 | blup | 60 | 0.03 | 2.3e-04 | -7.2 | 6.1 | 1.3e-09 | -0.84 | 0.08 | 0.90 | FALSE |