Best TWAS P=1.34e-246 · Best GWAS P=1.45e-248 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 | AMZ1 | 0.19 | 0.12 | enet | 22 | 0.13 | 5.7e-16 | 17.06 | 18.2 | 3.5e-74 | -0.44 | 1.00 | 0.00 | TRUE |
2 | CommonMind | Brain Pre-frontal Cortex | GNA12 | 0.06 | 0.00 | bslmm | 603 | 0.02 | 3.7e-03 | -0.64 | 11.2 | 4.1e-29 | -0.44 | 0.12 | 0.10 | TRUE |
3 | GTEx | Adipose Subcutaneous | GNA12 | 0.11 | 0.08 | lasso | 4 | 0.07 | 1.3e-06 | -23.32 | -24.3 | 3.9e-130 | 0.73 | 0.64 | 0.36 | FALSE |
4 | GTEx | Adipose Subcutaneous | ELFN1 | 0.06 | 0.04 | lasso | 3 | 0.02 | 9.5e-03 | 8.24 | 8.0 | 1.6e-15 | -0.06 | 0.01 | 0.94 | FALSE |
5 | GTEx | Adipose Visceral Omentum | GNA12 | 0.28 | 0.06 | enet | 46 | 0.08 | 8.0e-05 | 14.99 | -9.6 | 6.3e-22 | 0.38 | 0.11 | 0.74 | FALSE |
6 | GTEx | Adrenal Gland | GNA12 | 0.33 | -0.01 | enet | 41 | 0.10 | 1.6e-04 | 2.00 | -8.2 | 2.4e-16 | 0.22 | 0.06 | 0.29 | FALSE |
7 | GTEx | Artery Tibial | GNA12 | 0.24 | 0.13 | enet | 20 | 0.22 | 3.5e-17 | -33.67 | -30.8 | 9.1e-209 | 0.87 | 0.01 | 0.99 | FALSE |
8 | GTEx | Brain Cortex | FTSJ2 | 0.17 | 0.01 | enet | 16 | 0.06 | 1.1e-02 | -3.08 | -5.3 | 1.1e-07 | 0.00 | 0.11 | 0.06 | FALSE |
9 | GTEx | Breast Mammary Tissue (Male) | EIF3B | 0.38 | -0.01 | enet | 28 | 0.12 | 1.3e-03 | 20.00 | -5.9 | 3.2e-09 | 0.06 | 0.04 | 0.07 | FALSE |
10 | GTEx | Breast Mammary Tissue (Female) | GNA12 | 0.10 | -0.01 | enet | 16 | 0.00 | 4.5e-01 | -0.68 | -5.2 | 2.2e-07 | 0.14 | 0.04 | 0.24 | FALSE |
11 | GTEx | Cells EBV-transformed lymphocytes | GNA12 | 0.46 | 0.51 | lasso | 5 | 0.50 | 7.9e-19 | -32.55 | -32.6 | 1.6e-232 | 0.92 | 0.60 | 0.40 | FALSE |
12 | GTEx | Cells Transformed fibroblasts | GNA12 | 0.21 | 0.11 | lasso | 11 | 0.15 | 1.7e-11 | -33.58 | -28.2 | 1.1e-174 | 0.89 | 0.02 | 0.98 | FALSE |
13 | GTEx | Colon Sigmoid | GNA12 | 0.14 | 0.05 | lasso | 3 | 0.03 | 3.6e-02 | -22.74 | -29.4 | 3.5e-190 | 0.84 | 0.02 | 0.92 | FALSE |
14 | GTEx | Colon Transverse | GNA12 | 0.19 | 0.08 | lasso | 4 | 0.10 | 2.3e-05 | 19.87 | -22.3 | 3.0e-110 | 0.64 | 0.25 | 0.73 | FALSE |
15 | GTEx | Esophagus Gastroesophageal Junction | GNA12 | 0.20 | 0.12 | lasso | 6 | 0.12 | 3.4e-05 | -23.32 | -29.1 | 3.3e-186 | 0.85 | 0.05 | 0.93 | FALSE |
16 | GTEx | Esophagus Mucosa | GNA12 | 0.16 | 0.13 | lasso | 3 | 0.13 | 3.0e-09 | -32.60 | -31.1 | 1.1e-212 | 0.89 | 0.01 | 0.99 | FALSE |
17 | GTEx | Esophagus Muscularis | MAD1L1 | 0.22 | 0.01 | enet | 40 | 0.05 | 5.6e-04 | -1.97 | -5.7 | 1.2e-08 | -0.03 | 0.18 | 0.13 | FALSE |
18 | GTEx | Esophagus Muscularis | GNA12 | 0.32 | 0.31 | lasso | 3 | 0.34 | 2.1e-21 | -33.67 | -32.9 | 2.2e-237 | 0.98 | 0.00 | 1.00 | FALSE |
19 | GTEx | Esophagus Muscularis | AC004840.9 | 0.19 | 0.07 | enet | 34 | 0.10 | 1.2e-06 | -2.75 | 5.6 | 1.8e-08 | -0.23 | 0.47 | 0.06 | TRUE |
20 | GTEx | Liver | AC004840.9 | 0.27 | 0.01 | enet | 27 | 0.06 | 7.0e-03 | 1.82 | 17.1 | 9.5e-66 | -0.37 | 0.07 | 0.19 | FALSE |
21 | GTEx | Lung | SNX8 | 0.14 | 0.01 | lasso | 6 | 0.04 | 4.1e-04 | -3.28 | 8.8 | 1.1e-18 | -0.29 | 0.25 | 0.14 | FALSE |
22 | GTEx | Lung | GNA12 | 0.16 | 0.08 | enet | 21 | 0.12 | 1.2e-09 | -32.51 | -27.8 | 4.2e-170 | 0.77 | 0.02 | 0.98 | TRUE |
23 | GTEx | Nerve Tibial | GNA12 | 0.31 | 0.34 | lasso | 7 | 0.36 | 9.6e-27 | -23.11 | -28.8 | 4.9e-182 | 0.85 | 0.86 | 0.14 | FALSE |
24 | GTEx | Pituitary | INTS1 | 0.29 | 0.33 | enet | 8 | 0.20 | 9.1e-06 | 5.82 | 5.2 | 1.6e-07 | -0.09 | 0.44 | 0.33 | FALSE |
25 | GTEx | Prostate | MAFK | 0.43 | -0.01 | enet | 22 | 0.01 | 1.8e-01 | 8.12 | -8.1 | 6.0e-16 | 0.02 | 0.02 | 0.57 | TRUE |
26 | GTEx | Skin Not Sun Exposed Suprapubic | GNA12 | 0.10 | 0.15 | lasso | 3 | 0.12 | 4.2e-07 | 14.99 | -17.3 | 2.7e-67 | 0.53 | 0.34 | 0.64 | FALSE |
27 | GTEx | Skin Sun Exposed Lower leg | GNA12 | 0.17 | 0.16 | lasso | 3 | 0.18 | 1.3e-14 | -22.48 | -28.8 | 6.5e-182 | 0.88 | 0.07 | 0.93 | FALSE |
28 | GTEx | Skin Sun Exposed Lower leg | AC004840.9 | 0.18 | 0.01 | enet | 36 | 0.02 | 3.7e-03 | 6.17 | -9.8 | 7.8e-23 | 0.13 | 0.20 | 0.13 | TRUE |
29 | GTEx | Small Intestine Terminal Ileum | GNA12 | 0.34 | 0.20 | lasso | 5 | 0.16 | 2.4e-04 | -22.78 | -23.5 | 2.0e-122 | 0.73 | 0.07 | 0.77 | FALSE |
30 | GTEx | Stomach | GNA12 | 0.18 | 0.16 | lasso | 2 | 0.13 | 6.6e-07 | -22.74 | -22.8 | 4.0e-115 | 0.68 | 0.76 | 0.23 | FALSE |
31 | GTEx | Testis | IQCE | 0.47 | 0.00 | enet | 19 | 0.14 | 8.9e-07 | -4.31 | -5.3 | 9.3e-08 | 0.16 | 0.15 | 0.18 | TRUE |
32 | GTEx | Thyroid | AC004840.9 | 0.11 | 0.10 | enet | 25 | 0.13 | 4.3e-10 | -2.75 | -5.7 | 1.4e-08 | 0.07 | 0.89 | 0.00 | FALSE |
33 | GTEx | Uterus | INTS1 | 0.47 | 0.07 | enet | 22 | 0.05 | 4.1e-02 | 5.75 | 6.8 | 1.2e-11 | -0.08 | 0.03 | 0.62 | FALSE |
34 | GTEx | Whole Blood | GNA12 | 0.09 | 0.01 | enet | 4 | 0.00 | 3.3e-01 | -32.17 | -32.4 | 2.4e-230 | 0.95 | 0.02 | 0.91 | FALSE |
35 | METSIM | Adipose | CARD11 | 0.05 | 0.01 | blup | 642 | 0.03 | 2.0e-05 | 1.57 | 5.4 | 8.4e-08 | -0.19 | 0.40 | 0.03 | FALSE |
36 | METSIM | Adipose | GNA12 | 0.07 | 0.05 | lasso | 3 | 0.05 | 3.3e-08 | -22.78 | -23.2 | 4.8e-119 | 0.74 | 0.28 | 0.72 | FALSE |
37 | NTR | Blood | GNA12 | 0.07 | 0.03 | bslmm | 597 | 0.06 | 1.3e-17 | -22.64 | -20.6 | 3.5e-94 | 0.63 | 0.91 | 0.09 | FALSE |
38 | ROSMAP | Brain Pre-frontal Cortex | SNX8 | 0.09 | 0.04 | blup | 452 | 0.05 | 1.2e-06 | 2.91 | -6.7 | 1.8e-11 | 0.10 | 0.93 | 0.00 | TRUE |
39 | ROSMAP | Brain Pre-frontal Cortex | GNA12 | 0.13 | 0.08 | bslmm | 585 | 0.08 | 5.3e-11 | 10.23 | -5.8 | 6.8e-09 | 0.11 | 1.00 | 0.00 | FALSE |
40 | ROSMAP | Brain Pre-frontal Cortex | AMZ1 | 0.09 | 0.05 | lasso | 6 | 0.04 | 2.4e-06 | -33.67 | 33.5 | 1.3e-246 | -0.95 | 0.00 | 1.00 | TRUE |
41 | YFS | Blood | CHST12 | 0.04 | 0.00 | enet | 25 | 0.02 | 1.0e-06 | -1.64 | 7.5 | 4.9e-14 | -0.15 | 0.04 | 0.04 | TRUE |
42 | YFS | Blood | GNA12 | 0.23 | 0.15 | bslmm | 570 | 0.25 | 4.5e-82 | 11.40 | -18.1 | 2.1e-73 | 0.51 | 1.00 | 0.00 | FALSE |
43 | YFS | Blood | SNX8 | 0.03 | 0.00 | blup | 442 | 0.02 | 6.6e-06 | 1.68 | -5.5 | 2.9e-08 | 0.14 | 0.44 | 0.02 | TRUE |
44 | YFS | Blood | TTYH3 | 0.02 | 0.01 | lasso | 4 | 0.01 | 2.6e-04 | 3.54 | 5.6 | 2.4e-08 | -0.17 | 0.61 | 0.01 | FALSE |
45 | The Cancer Genome Atlas | Bladder Urothelial Carcinoma | TMEM184A | 0.03 | 0.01 | lasso | 2 | 0.02 | 1.5e-02 | 8.15 | 8.0 | 1.9e-15 | -0.05 | 0.01 | 0.73 | FALSE |
46 | The Cancer Genome Atlas | Breast Invasive Carcinoma | TMEM184A | 0.02 | 0.03 | lasso | 2 | 0.02 | 1.7e-05 | 6.35 | 7.2 | 8.9e-13 | -0.05 | 0.02 | 0.98 | FALSE |
47 | The Cancer Genome Atlas | Colon Adenocarcinoma | GNA12 | 0.09 | 0.00 | blup | 103 | 0.03 | 9.3e-03 | -23.11 | -14.7 | 4.5e-49 | 0.51 | 0.04 | 0.12 | FALSE |
48 | The Cancer Genome Atlas | Colon Adenocarcinoma | TMEM184A | 0.12 | 0.16 | lasso | 4 | 0.15 | 4.8e-09 | 7.79 | 7.8 | 9.5e-15 | -0.05 | 0.03 | 0.97 | FALSE |
49 | The Cancer Genome Atlas | Esophageal Carcinoma | AMZ1 | 0.18 | 0.05 | blup | 69 | 0.05 | 1.4e-02 | 18.79 | -27.1 | 3.5e-161 | 0.74 | 0.01 | 0.71 | FALSE |
50 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | GNA12 | 0.03 | 0.04 | lasso | 1 | 0.04 | 3.0e-05 | -23.32 | -23.3 | 3.1e-120 | 0.70 | 0.08 | 0.76 | FALSE |
51 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | AMZ1 | 0.33 | 0.20 | lasso | 3 | 0.19 | 4.5e-11 | 6.85 | 6.6 | 3.5e-11 | -0.26 | 1.00 | 0.00 | FALSE |
52 | The Cancer Genome Atlas | Brain Lower Grade Glioma | AMZ1 | 0.04 | 0.04 | lasso | 3 | 0.02 | 1.3e-03 | 18.79 | 22.2 | 7.0e-109 | -0.64 | 0.03 | 0.91 | FALSE |
53 | The Cancer Genome Atlas | Lung Adenocarcinoma | GNA12 | 0.03 | 0.01 | enet | 7 | 0.02 | 1.5e-03 | 16.70 | -28.0 | 9.3e-173 | 0.78 | 0.07 | 0.69 | FALSE |
54 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | AMZ1 | 0.14 | 0.06 | enet | 15 | 0.06 | 7.4e-08 | 6.85 | 12.6 | 4.0e-36 | -0.33 | 0.84 | 0.04 | FALSE |
55 | The Cancer Genome Atlas | Pancreatic Adenocarcinoma | AMZ1 | 0.17 | 0.11 | enet | 9 | 0.10 | 5.0e-05 | 6.85 | 14.9 | 2.1e-50 | -0.47 | 0.05 | 0.46 | FALSE |
56 | The Cancer Genome Atlas | Pancreatic Adenocarcinoma | INTS1 | 0.07 | 0.00 | blup | 46 | 0.01 | 1.8e-01 | 5.75 | 5.3 | 1.5e-07 | -0.05 | 0.02 | 0.36 | FALSE |
57 | The Cancer Genome Atlas | Prostate Adenocarcinoma | AMZ1 | 0.08 | 0.01 | blup | 71 | 0.05 | 1.3e-05 | -23.32 | 19.2 | 2.7e-82 | -0.64 | 0.06 | 0.71 | FALSE |
58 | The Cancer Genome Atlas | Prostate Adenocarcinoma | TMEM184A | 0.06 | 0.10 | lasso | 4 | 0.10 | 3.1e-10 | 8.15 | 7.8 | 5.0e-15 | -0.04 | 0.01 | 0.99 | FALSE |
59 | The Cancer Genome Atlas | Thyroid Carcinoma | AMZ1 | 0.32 | 0.04 | enet | 19 | 0.20 | 3.3e-19 | -22.64 | 17.6 | 1.5e-69 | -0.56 | 0.19 | 0.81 | TRUE |