Best TWAS P=8.96e-35 · Best GWAS P=5.69e-29 conditioned to 1
# | 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 | ADAR | 0.12 | 0.13 | lasso | 4 | 0.13 | 3.0e-15 | 5.044 | -5.9 | 4.3e-09 | -0.02 | 1.00 | 0.00 | FALSE |
2 | CommonMind | Brain Pre-frontal Cortex | MRPL24 | 0.05 | 0.01 | enet | 10 | 0.03 | 2.9e-04 | 6.138 | -6.4 | 1.4e-10 | -0.01 | 0.27 | 0.26 | TRUE |
3 | GTEx | Adipose Subcutaneous | RP1-178F15.4 | 0.20 | 0.21 | enet | 16 | 0.25 | 2.3e-20 | -4.992 | -5.2 | 1.6e-07 | -0.04 | 0.30 | 0.70 | FALSE |
4 | GTEx | Artery Aorta | RP1-178F15.4 | 0.16 | 0.17 | lasso | 9 | 0.19 | 6.0e-11 | -4.992 | -5.2 | 1.8e-07 | -0.05 | 0.35 | 0.65 | FALSE |
5 | GTEx | Artery Tibial | MEF2D | 0.17 | 0.10 | enet | 17 | 0.09 | 2.6e-07 | 5.790 | 6.0 | 1.6e-09 | 0.06 | 0.18 | 0.82 | FALSE |
6 | GTEx | Artery Tibial | S100A13 | 0.14 | 0.04 | lasso | 8 | 0.08 | 1.2e-06 | -5.028 | -5.4 | 5.3e-08 | -0.07 | 0.34 | 0.61 | FALSE |
7 | GTEx | Artery Tibial | RP1-178F15.5 | 0.14 | 0.04 | lasso | 8 | 0.06 | 1.7e-05 | -5.028 | -5.5 | 3.4e-08 | -0.06 | 0.30 | 0.53 | FALSE |
8 | GTEx | Brain Caudate basal ganglia | S100A13 | 0.14 | 0.08 | lasso | 3 | 0.02 | 9.2e-02 | -4.948 | 5.9 | 4.6e-09 | 0.05 | 0.04 | 0.80 | FALSE |
9 | GTEx | Brain Cerebellar Hemisphere | DCST2 | 0.45 | 0.10 | lasso | 6 | 0.16 | 6.6e-05 | -2.416 | 7.7 | 1.9e-14 | 0.75 | 0.01 | 0.96 | FALSE |
10 | GTEx | Brain Frontal Cortex BA9 | S100A13 | 0.21 | 0.04 | enet | 13 | 0.12 | 3.9e-04 | -4.920 | 5.2 | 2.6e-07 | 0.00 | 0.11 | 0.40 | FALSE |
11 | GTEx | Brain Frontal Cortex BA9 | RP1-178F15.5 | 0.21 | 0.06 | enet | 13 | 0.16 | 4.7e-05 | -5.194 | 5.2 | 2.7e-07 | 0.00 | 0.12 | 0.38 | FALSE |
12 | GTEx | Brain Nucleus accumbens basal ganglia | DCST2 | 0.28 | 0.04 | lasso | 5 | 0.13 | 2.0e-04 | 11.171 | 6.5 | 7.6e-11 | 0.69 | 0.02 | 0.90 | TRUE |
13 | GTEx | Breast Mammary Tissue | S100A14 | 0.14 | 0.04 | enet | 17 | 0.05 | 2.0e-03 | -5.016 | -5.5 | 4.4e-08 | -0.03 | 0.27 | 0.61 | FALSE |
14 | GTEx | Breast Mammary Tissue (Female) | FAM189B | 0.05 | -0.01 | lasso | 2 | 0.00 | 4.8e-01 | -6.531 | 6.5 | 7.3e-11 | 0.09 | 0.04 | 0.07 | FALSE |
15 | GTEx | Cells EBV-transformed lymphocytes | S100A13 | 0.19 | 0.19 | lasso | 6 | 0.19 | 6.2e-07 | -5.194 | -5.2 | 1.5e-07 | -0.04 | 0.22 | 0.74 | FALSE |
16 | GTEx | Esophagus Mucosa | ADAM15 | 0.11 | 0.02 | enet | 16 | 0.04 | 1.5e-03 | -4.739 | -7.3 | 3.3e-13 | -0.43 | 0.13 | 0.78 | FALSE |
17 | GTEx | Esophagus Mucosa | MUC1 | 0.17 | 0.20 | lasso | 4 | 0.18 | 5.6e-12 | -6.709 | -6.3 | 2.4e-10 | -0.12 | 1.00 | 0.00 | FALSE |
18 | GTEx | Esophagus Mucosa | RP1-178F15.4 | 0.10 | 0.12 | lasso | 6 | 0.11 | 6.1e-08 | -4.992 | -5.2 | 1.5e-07 | -0.04 | 0.31 | 0.68 | FALSE |
19 | GTEx | Heart Atrial Appendage | RP1-178F15.4 | 0.25 | 0.25 | enet | 27 | 0.26 | 7.4e-12 | -4.990 | -5.1 | 2.9e-07 | -0.05 | 0.35 | 0.65 | FALSE |
20 | GTEx | Heart Left Ventricle | S100A14 | 0.10 | 0.07 | lasso | 3 | 0.05 | 7.1e-04 | -5.194 | 5.4 | 7.7e-08 | 0.02 | 0.15 | 0.64 | FALSE |
21 | GTEx | Liver | S100A13 | 0.23 | 0.06 | enet | 60 | 0.05 | 1.3e-02 | 5.837 | 6.0 | 1.5e-09 | 0.02 | 0.03 | 0.78 | TRUE |
22 | GTEx | Liver | RP1-178F15.4 | 0.16 | 0.20 | lasso | 3 | 0.17 | 1.7e-05 | -5.031 | -5.2 | 1.9e-07 | -0.05 | 0.22 | 0.63 | FALSE |
23 | GTEx | Nerve Tibial | S100A16 | 0.09 | 0.08 | lasso | 4 | 0.09 | 4.2e-07 | 4.366 | -5.1 | 3.0e-07 | -0.07 | 0.34 | 0.65 | FALSE |
24 | GTEx | Pancreas | RRNAD1 | 0.22 | 0.05 | enet | 25 | 0.03 | 2.7e-02 | 4.062 | 6.2 | 4.9e-10 | -0.03 | 0.03 | 0.72 | FALSE |
25 | GTEx | Pancreas | MRPL24 | 0.19 | 0.01 | enet | 16 | 0.01 | 1.6e-01 | 4.389 | 6.7 | 2.1e-11 | -0.03 | 0.03 | 0.58 | TRUE |
26 | GTEx | Pancreas | THBS3 | 0.36 | 0.14 | lasso | 6 | 0.12 | 1.0e-05 | 2.000 | -5.1 | 2.8e-07 | -0.34 | 0.18 | 0.54 | FALSE |
27 | GTEx | Pancreas | RP11-263K19.4 | 0.22 | 0.06 | enet | 23 | 0.05 | 3.1e-03 | 2.000 | -7.5 | 4.6e-14 | -0.43 | 0.06 | 0.49 | FALSE |
28 | GTEx | Pancreas | RP1-178F15.4 | 0.27 | 0.02 | enet | 22 | 0.12 | 8.9e-06 | -4.770 | -5.3 | 1.2e-07 | -0.02 | 0.22 | 0.44 | FALSE |
29 | GTEx | Skin Not Sun Exposed Suprapubic | GBAP1 | 0.15 | 0.06 | lasso | 4 | 0.06 | 3.6e-04 | -6.722 | 5.3 | 9.5e-08 | 0.11 | 0.54 | 0.04 | FALSE |
30 | GTEx | Skin Sun Exposed Lower leg | ADAM15 | 0.14 | 0.09 | lasso | 4 | 0.08 | 6.1e-07 | 11.171 | -12.3 | 9.0e-35 | -0.96 | 0.00 | 1.00 | TRUE |
31 | GTEx | Skin Sun Exposed Lower leg | RP1-178F15.5 | 0.10 | 0.06 | lasso | 12 | 0.05 | 2.4e-05 | -5.016 | -5.6 | 1.8e-08 | -0.03 | 0.34 | 0.65 | FALSE |
32 | GTEx | Spleen | SHC1 | 0.22 | 0.14 | lasso | 2 | 0.08 | 4.0e-03 | -5.582 | -5.8 | 5.0e-09 | -0.15 | 0.14 | 0.05 | FALSE |
33 | GTEx | Stomach | RP1-178F15.4 | 0.29 | 0.10 | enet | 22 | 0.17 | 1.3e-08 | -4.720 | -5.3 | 1.0e-07 | -0.04 | 0.39 | 0.60 | FALSE |
34 | GTEx | Testis | MUC1 | 0.20 | 0.02 | lasso | 7 | 0.07 | 7.5e-04 | -6.722 | -7.0 | 2.1e-12 | -0.11 | 0.27 | 0.05 | TRUE |
35 | GTEx | Thyroid | RP1-178F15.4 | 0.13 | 0.03 | lasso | 4 | 0.04 | 6.8e-04 | -5.016 | -5.1 | 2.8e-07 | -0.05 | 0.34 | 0.65 | FALSE |
36 | METSIM | Adipose | S100A5 | 0.05 | 0.00 | blup | 422 | 0.02 | 6.5e-04 | -0.064 | -5.4 | 5.9e-08 | 0.04 | 0.10 | 0.07 | FALSE |
37 | NTR | Blood | ZBTB7B | 0.02 | 0.02 | lasso | 1 | 0.01 | 5.4e-05 | 6.399 | 6.4 | 1.6e-10 | 0.67 | 0.87 | 0.03 | FALSE |
38 | ROSMAP | Brain Pre-frontal Cortex | SLC50A1 | 0.06 | 0.02 | bslmm | 331 | 0.03 | 4.3e-05 | -6.709 | -7.0 | 1.8e-12 | -0.27 | 0.65 | 0.04 | FALSE |
39 | YFS | Blood | ADAR | 0.04 | 0.05 | enet | 14 | 0.05 | 4.3e-17 | -7.424 | 8.6 | 8.1e-18 | 0.03 | 1.00 | 0.00 | TRUE |
40 | YFS | Blood | LMNA | 0.05 | 0.04 | enet | 8 | 0.05 | 1.1e-14 | 6.294 | 7.2 | 4.1e-13 | -0.04 | 0.45 | 0.55 | TRUE |
41 | YFS | Blood | MRPL24 | 0.08 | 0.03 | enet | 18 | 0.04 | 4.3e-12 | 4.627 | -6.3 | 2.4e-10 | -0.01 | 1.00 | 0.00 | FALSE |
42 | YFS | Blood | MSTO1 | 0.13 | 0.08 | blup | 282 | 0.10 | 1.9e-29 | 6.264 | -6.6 | 3.5e-11 | -0.02 | 0.99 | 0.01 | FALSE |
43 | The Cancer Genome Atlas | Bladder Urothelial Carcinoma | S100A16 | 0.03 | 0.02 | blup | 34 | 0.03 | 2.6e-03 | -4.948 | -5.2 | 1.7e-07 | -0.05 | 0.02 | 0.86 | FALSE |
44 | The Cancer Genome Atlas | Bladder Urothelial Carcinoma | S100A1 | 0.07 | 0.14 | lasso | 6 | 0.13 | 3.6e-11 | -4.948 | -5.2 | 2.6e-07 | -0.04 | 0.02 | 0.98 | FALSE |
45 | The Cancer Genome Atlas | Bladder Urothelial Carcinoma | TRIM46 | 0.03 | 0.00 | blup | 33 | 0.02 | 3.6e-03 | -6.709 | -5.5 | 4.3e-08 | -0.11 | 0.02 | 0.34 | FALSE |
46 | The Cancer Genome Atlas | Breast Invasive Carcinoma | SEMA4A | 0.01 | 0.00 | blup | 51 | 0.01 | 1.2e-02 | 3.243 | 7.2 | 5.0e-13 | -0.05 | 0.01 | 0.16 | FALSE |
47 | The Cancer Genome Atlas | Colon Adenocarcinoma | LMNA | 0.07 | 0.00 | blup | 55 | 0.01 | 9.1e-02 | 2.773 | 5.6 | 2.4e-08 | 0.04 | 0.02 | 0.06 | FALSE |
48 | The Cancer Genome Atlas | Glioblastoma Multiforme | S100A13 | 0.09 | 0.05 | blup | 35 | 0.03 | 3.6e-02 | -4.948 | 5.2 | 2.5e-07 | 0.05 | 0.02 | 0.68 | FALSE |
49 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | RAG1AP1 | 0.07 | 0.00 | blup | 76 | 0.00 | 2.9e-01 | -2.844 | -6.8 | 7.6e-12 | -0.17 | 0.02 | 0.13 | FALSE |
50 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | C1orf77 | 0.02 | 0.02 | blup | 38 | 0.02 | 1.3e-03 | 4.557 | 5.1 | 2.8e-07 | 0.04 | 0.02 | 0.80 | FALSE |
51 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | ZBTB7B | 0.05 | 0.06 | lasso | 2 | 0.05 | 1.8e-06 | 11.171 | -11.2 | 5.5e-29 | -1.00 | 0.00 | 1.00 | FALSE |
52 | The Cancer Genome Atlas | Prostate Adenocarcinoma | GBA | 0.05 | 0.01 | lasso | 2 | 0.01 | 2.3e-02 | 6.989 | -5.8 | 5.8e-09 | -0.07 | 0.00 | 0.76 | TRUE |
53 | The Cancer Genome Atlas | Prostate Adenocarcinoma | UBQLN4 | 0.11 | 0.00 | blup | 33 | 0.04 | 3.8e-05 | 5.516 | -5.8 | 8.7e-09 | -0.01 | 0.00 | 0.97 | FALSE |
54 | The Cancer Genome Atlas | Stomach Adenocarcinoma | S100A13 | 0.03 | 0.01 | blup | 35 | 0.03 | 3.8e-03 | 4.990 | 5.1 | 2.8e-07 | 0.05 | 0.02 | 0.73 | FALSE |
55 | The Cancer Genome Atlas | Testicular Germ Cell Tumors | PMF1 | 0.17 | 0.10 | blup | 62 | 0.08 | 6.5e-04 | 3.728 | -5.7 | 1.2e-08 | 0.07 | 0.01 | 0.44 | TRUE |