Best TWAS P=1.42e-23 · Best GWAS P=2.52e-18 conditioned to 0.321
# | 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 | -5.4 | 5.4 | 5.9e-08 | -0.08 | 0.03 | 0.97 | FALSE |
2 | CommonMind | Brain Pre-frontal Cortex | DIDO1 | 0.14 | 0.08 | bslmm | 503 | 0.09 | 7.3e-11 | 7.9 | -6.7 | 2.2e-11 | -0.06 | 0.11 | 0.89 | FALSE |
3 | CommonMind | Brain Pre-frontal Cortex | LAMA5 | 0.06 | 0.01 | bslmm | 495 | 0.01 | 6.2e-03 | -4.9 | -7.1 | 1.3e-12 | 0.48 | 0.21 | 0.31 | FALSE |
4 | CommonMind | Brain Pre-frontal Cortex | NTSR1 | 0.09 | 0.00 | enet | 16 | 0.03 | 2.4e-04 | 1.4 | -5.6 | 1.8e-08 | 0.09 | 0.08 | 0.12 | TRUE |
5 | CommonMind | Brain Pre-frontal Cortex | STMN3 | 0.07 | 0.02 | lasso | 4 | 0.05 | 2.8e-06 | -3.7 | -6.0 | 1.8e-09 | 0.06 | 0.14 | 0.86 | FALSE |
6 | GTEx | Adipose Subcutaneous | OGFR | 0.28 | 0.13 | lasso | 4 | 0.12 | 2.2e-10 | 5.0 | -5.2 | 2.5e-07 | 0.06 | 1.00 | 0.00 | FALSE |
7 | GTEx | Adipose Subcutaneous | DIDO1 | 0.15 | 0.09 | lasso | 6 | 0.12 | 4.1e-10 | 5.1 | -5.2 | 1.5e-07 | -0.01 | 0.96 | 0.04 | FALSE |
8 | GTEx | Adipose Subcutaneous | CABLES2 | 0.17 | 0.11 | enet | 11 | 0.14 | 2.3e-11 | 7.8 | -8.2 | 3.2e-16 | 0.53 | 0.65 | 0.35 | FALSE |
9 | GTEx | Artery Aorta | CABLES2 | 0.26 | 0.09 | enet | 28 | 0.16 | 3.6e-09 | 8.0 | -7.0 | 3.5e-12 | 0.71 | 0.29 | 0.71 | FALSE |
10 | GTEx | Artery Tibial | MTG2 | 0.37 | 0.12 | enet | 45 | 0.12 | 1.9e-09 | 4.6 | -5.9 | 2.9e-09 | 0.21 | 1.00 | 0.00 | FALSE |
11 | GTEx | Artery Tibial | LAMA5 | 0.12 | 0.05 | enet | 15 | 0.04 | 7.4e-04 | -7.3 | -5.6 | 1.7e-08 | 0.51 | 0.57 | 0.07 | FALSE |
12 | GTEx | Artery Tibial | CABLES2 | 0.21 | 0.18 | enet | 16 | 0.20 | 8.3e-16 | -8.6 | -10.0 | 1.4e-23 | 0.83 | 0.00 | 1.00 | TRUE |
13 | GTEx | Artery Tibial | RP11-157P1.4 | 0.15 | 0.05 | lasso | 5 | 0.09 | 3.4e-07 | -8.6 | -8.5 | 1.9e-17 | 0.70 | 0.02 | 0.98 | FALSE |
14 | GTEx | Artery Tibial | RP11-157P1.5 | 0.15 | 0.06 | enet | 3 | 0.03 | 2.2e-03 | -7.3 | -7.5 | 9.4e-14 | 0.71 | 0.62 | 0.18 | FALSE |
15 | GTEx | Breast Mammary Tissue | GID8 | 0.19 | 0.00 | enet | 14 | 0.02 | 3.5e-02 | 8.3 | -7.8 | 4.9e-15 | 0.00 | 0.02 | 0.82 | TRUE |
16 | GTEx | Breast Mammary Tissue | CABLES2 | 0.18 | 0.08 | lasso | 3 | 0.04 | 2.7e-03 | 8.1 | -8.2 | 2.8e-16 | 0.57 | 0.29 | 0.67 | FALSE |
17 | GTEx | Breast Mammary Tissue (Female) | CABLES2 | 0.28 | 0.00 | enet | 8 | 0.00 | 2.5e-01 | 8.2 | -9.0 | 3.1e-19 | 0.56 | 0.07 | 0.20 | FALSE |
18 | GTEx | Cells Transformed fibroblasts | LAMA5 | 0.14 | 0.12 | lasso | 4 | 0.12 | 5.0e-09 | -8.2 | 7.9 | 2.9e-15 | -0.66 | 0.21 | 0.79 | FALSE |
19 | GTEx | Cells Transformed fibroblasts | RP11-157P1.5 | 0.15 | 0.12 | enet | 15 | 0.10 | 7.3e-08 | -8.2 | 7.1 | 1.7e-12 | -0.62 | 0.19 | 0.81 | FALSE |
20 | GTEx | Colon Sigmoid | CABLES2 | 0.29 | 0.08 | lasso | 11 | 0.08 | 6.3e-04 | 8.2 | -8.6 | 6.6e-18 | 0.78 | 0.04 | 0.92 | FALSE |
21 | GTEx | Esophagus Gastroesophageal Junction | CABLES2 | 0.25 | 0.10 | lasso | 4 | 0.15 | 4.8e-06 | -8.7 | -9.9 | 3.6e-23 | 0.89 | 0.01 | 0.99 | FALSE |
22 | GTEx | Esophagus Mucosa | LAMA5 | 0.18 | 0.10 | lasso | 4 | 0.10 | 2.9e-07 | -7.6 | 8.5 | 2.4e-17 | -0.76 | 0.02 | 0.98 | FALSE |
23 | GTEx | Esophagus Mucosa | CABLES2 | 0.24 | 0.13 | lasso | 7 | 0.11 | 9.1e-08 | 7.8 | -7.1 | 1.1e-12 | 0.49 | 0.32 | 0.68 | FALSE |
24 | GTEx | Esophagus Muscularis | DIDO1 | 0.13 | 0.05 | lasso | 6 | 0.05 | 4.3e-04 | 3.5 | -6.1 | 1.1e-09 | -0.04 | 0.18 | 0.79 | TRUE |
25 | GTEx | Esophagus Muscularis | CABLES2 | 0.28 | 0.23 | lasso | 6 | 0.35 | 5.4e-22 | -8.7 | -9.8 | 9.3e-23 | 0.86 | 0.00 | 1.00 | FALSE |
26 | GTEx | Heart Atrial Appendage | CABLES2 | 0.17 | 0.02 | lasso | 6 | 0.05 | 3.7e-03 | -8.5 | -9.8 | 1.2e-22 | 0.83 | 0.01 | 0.96 | FALSE |
27 | GTEx | Heart Atrial Appendage | RP11-157P1.5 | 0.29 | 0.22 | lasso | 9 | 0.21 | 6.1e-10 | -7.8 | 7.7 | 1.2e-14 | -0.78 | 0.01 | 0.99 | FALSE |
28 | GTEx | Heart Left Ventricle | CABLES2 | 0.19 | 0.20 | lasso | 5 | 0.18 | 3.8e-10 | 8.2 | -9.2 | 4.8e-20 | 0.76 | 0.06 | 0.94 | FALSE |
29 | GTEx | Heart Left Ventricle | RP11-157P1.5 | 0.21 | 0.08 | lasso | 7 | 0.14 | 6.5e-08 | -7.4 | 5.8 | 4.8e-09 | -0.68 | 0.10 | 0.90 | FALSE |
30 | GTEx | Liver | LAMA5 | 0.35 | 0.11 | lasso | 5 | 0.08 | 2.4e-03 | -7.6 | -8.5 | 2.1e-17 | 0.78 | 0.04 | 0.89 | FALSE |
31 | GTEx | Liver | RP11-157P1.5 | 0.39 | 0.18 | lasso | 9 | 0.27 | 3.1e-08 | -7.8 | 8.5 | 2.5e-17 | -0.82 | 0.02 | 0.98 | FALSE |
32 | GTEx | Lung | CABLES2 | 0.29 | 0.16 | enet | 22 | 0.19 | 1.1e-14 | 7.7 | -8.2 | 1.9e-16 | 0.43 | 0.32 | 0.68 | FALSE |
33 | GTEx | Muscle Skeletal | CABLES2 | 0.10 | 0.02 | lasso | 4 | 0.04 | 2.1e-04 | -7.3 | -8.3 | 1.4e-16 | 0.76 | 0.22 | 0.68 | FALSE |
34 | GTEx | Muscle Skeletal | RP11-157P1.5 | 0.14 | 0.02 | enet | 14 | 0.02 | 2.8e-03 | -7.3 | 7.2 | 8.4e-13 | -0.76 | 0.02 | 0.98 | FALSE |
35 | GTEx | Nerve Tibial | DIDO1 | 0.11 | 0.06 | lasso | 3 | 0.07 | 6.2e-06 | 6.7 | -7.4 | 1.4e-13 | -0.02 | 0.15 | 0.84 | FALSE |
36 | GTEx | Nerve Tibial | CABLES2 | 0.30 | 0.15 | enet | 52 | 0.22 | 2.4e-15 | 8.2 | -7.5 | 8.0e-14 | 0.68 | 0.30 | 0.70 | FALSE |
37 | GTEx | Ovary | OGFR | 0.50 | 0.28 | enet | 51 | 0.32 | 1.2e-08 | 5.0 | -5.4 | 5.5e-08 | 0.07 | 0.25 | 0.04 | FALSE |
38 | GTEx | Pituitary | OGFR | 0.26 | 0.13 | lasso | 8 | 0.11 | 1.3e-03 | 5.0 | -5.6 | 2.3e-08 | 0.03 | 0.12 | 0.07 | TRUE |
39 | GTEx | Prostate | CABLES2 | 0.31 | 0.10 | lasso | 8 | 0.14 | 2.1e-04 | 8.2 | -7.5 | 6.3e-14 | 0.63 | 0.10 | 0.23 | FALSE |
40 | GTEx | Skin Not Sun Exposed Suprapubic | CABLES2 | 0.16 | 0.07 | lasso | 7 | 0.10 | 2.5e-06 | 8.2 | -9.3 | 1.2e-20 | 0.70 | 0.31 | 0.63 | FALSE |
41 | GTEx | Skin Sun Exposed Lower leg | CABLES2 | 0.18 | 0.17 | enet | 13 | 0.16 | 3.4e-13 | 7.8 | -9.3 | 2.0e-20 | 0.68 | 0.49 | 0.51 | FALSE |
42 | GTEx | Small Intestine Terminal Ileum | OGFR | 0.37 | 0.26 | lasso | 4 | 0.18 | 8.1e-05 | 5.0 | -5.2 | 2.2e-07 | 0.03 | 0.10 | 0.06 | FALSE |
43 | GTEx | Testis | MRGBP | 0.28 | 0.14 | lasso | 10 | 0.23 | 1.6e-10 | 4.8 | -5.2 | 1.7e-07 | 0.00 | 0.66 | 0.02 | FALSE |
44 | GTEx | Testis | TAF4 | 0.22 | 0.05 | enet | 6 | 0.06 | 1.4e-03 | -5.8 | -5.9 | 4.8e-09 | 0.02 | 0.28 | 0.03 | TRUE |
45 | GTEx | Thyroid | DIDO1 | 0.13 | 0.11 | lasso | 4 | 0.13 | 6.7e-10 | 3.5 | -6.0 | 2.0e-09 | -0.03 | 0.52 | 0.48 | FALSE |
46 | GTEx | Vagina | CABLES2 | 0.49 | 0.04 | lasso | 6 | 0.02 | 1.4e-01 | -8.2 | -8.4 | 4.7e-17 | 0.65 | 0.04 | 0.45 | FALSE |
47 | METSIM | Adipose | CABLES2 | 0.16 | 0.14 | lasso | 8 | 0.15 | 8.6e-22 | 8.2 | -8.0 | 9.9e-16 | 0.52 | 0.20 | 0.80 | FALSE |
48 | METSIM | Adipose | HAR1A | 0.07 | 0.00 | bslmm | 503 | 0.02 | 1.3e-03 | -1.1 | -5.3 | 1.2e-07 | -0.12 | 0.07 | 0.02 | FALSE |
49 | YFS | Blood | CABLES2 | 0.03 | 0.03 | lasso | 6 | 0.02 | 2.0e-08 | -7.4 | -8.8 | 1.2e-18 | 0.63 | 0.75 | 0.25 | FALSE |
50 | YFS | Blood | LIME1 | 0.12 | 0.19 | enet | 15 | 0.19 | 5.3e-59 | -6.4 | -5.9 | 3.2e-09 | 0.06 | 0.00 | 1.00 | FALSE |
51 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | GATA5 | 0.04 | 0.01 | blup | 33 | 0.02 | 3.1e-03 | 3.1 | -5.3 | 8.9e-08 | 0.29 | 0.01 | 0.57 | FALSE |
52 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | LIME1 | 0.08 | 0.07 | lasso | 4 | 0.06 | 2.0e-04 | -6.7 | 6.4 | 1.7e-10 | -0.08 | 0.00 | 0.99 | FALSE |
53 | The Cancer Genome Atlas | Brain Lower Grade Glioma | CABLES2 | 0.09 | 0.04 | enet | 10 | 0.07 | 4.5e-08 | 8.2 | -6.3 | 3.0e-10 | 0.31 | 0.19 | 0.81 | FALSE |
54 | The Cancer Genome Atlas | Lung Adenocarcinoma | TNFRSF6B | 0.02 | 0.01 | enet | 7 | 0.01 | 6.9e-03 | -4.6 | -5.3 | 9.2e-08 | 0.08 | 0.05 | 0.67 | FALSE |
55 | The Cancer Genome Atlas | Ovarian Serous Cystadenocarcinoma | RTEL1 | 0.05 | 0.04 | blup | 56 | 0.03 | 4.2e-03 | -6.1 | -6.5 | 6.4e-11 | 0.07 | 0.02 | 0.55 | TRUE |
56 | The Cancer Genome Atlas | Ovarian Serous Cystadenocarcinoma | TNFRSF6B | 0.05 | 0.02 | blup | 44 | 0.03 | 2.9e-03 | -6.0 | -5.3 | 1.4e-07 | 0.06 | 0.02 | 0.41 | FALSE |
57 | The Cancer Genome Atlas | Prostate Adenocarcinoma | ARFRP1 | 0.03 | 0.02 | lasso | 2 | 0.02 | 1.2e-03 | -5.4 | 5.4 | 5.4e-08 | -0.07 | 0.03 | 0.87 | FALSE |
58 | The Cancer Genome Atlas | Prostate Adenocarcinoma | LIME1 | 0.04 | 0.05 | blup | 47 | 0.05 | 9.0e-06 | -6.5 | -6.3 | 2.7e-10 | 0.07 | 0.02 | 0.98 | FALSE |
59 | The Cancer Genome Atlas | Prostate Adenocarcinoma | SLC2A4RG | 0.05 | 0.01 | blup | 48 | 0.02 | 2.0e-03 | -5.9 | 6.2 | 7.7e-10 | -0.06 | 0.01 | 0.95 | FALSE |
60 | The Cancer Genome Atlas | Soft Tissue Sarcoma | C20orf201 | 0.08 | 0.05 | enet | 10 | 0.06 | 2.2e-04 | 5.0 | 5.4 | 7.0e-08 | 0.07 | 0.00 | 0.88 | TRUE |
61 | The Cancer Genome Atlas | Soft Tissue Sarcoma | DIDO1 | 0.15 | 0.00 | blup | 95 | 0.03 | 6.5e-03 | 4.6 | -6.2 | 4.6e-10 | 0.00 | 0.02 | 0.05 | FALSE |
62 | The Cancer Genome Atlas | Skin Cutaneous Melanoma | STMN3 | 0.24 | 0.03 | enet | 6 | 0.10 | 1.5e-03 | -4.5 | 5.2 | 1.5e-07 | -0.02 | 0.03 | 0.11 | FALSE |
63 | The Cancer Genome Atlas | Testicular Germ Cell Tumors | LIME1 | 0.10 | 0.02 | blup | 47 | 0.04 | 1.5e-02 | -5.9 | -6.1 | 1.3e-09 | 0.07 | 0.02 | 0.43 | FALSE |
64 | The Cancer Genome Atlas | Testicular Germ Cell Tumors | RPS21 | 0.15 | 0.01 | blup | 59 | 0.02 | 4.9e-02 | -6.5 | 7.4 | 1.3e-13 | -0.80 | 0.02 | 0.26 | FALSE |
65 | The Cancer Genome Atlas | Thyroid Carcinoma | COL9A3 | 0.05 | 0.01 | blup | 69 | 0.03 | 6.8e-04 | 4.7 | -5.6 | 2.2e-08 | -0.07 | 0.04 | 0.05 | FALSE |
66 | The Cancer Genome Atlas | Thyroid Carcinoma | LIME1 | 0.05 | 0.03 | blup | 47 | 0.04 | 3.9e-05 | -4.5 | -5.4 | 8.1e-08 | 0.07 | 0.14 | 0.82 | FALSE |
67 | The Cancer Genome Atlas | Thyroid Carcinoma | MYT1 | 0.10 | 0.00 | blup | 91 | 0.04 | 1.9e-04 | -4.0 | 5.2 | 1.8e-07 | -0.06 | 0.03 | 0.19 | TRUE |