Best TWAS P=1.78e-76 · Best GWAS P=8.33e-80 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 | JMJD4 | 0.10 | 0.05 | bslmm | 381 | 0.04 | 6.8e-06 | -18.82 | -14.2 | 1.4e-45 | 0.85 | 0.01 | 0.99 | TRUE |
2 | CommonMind | Brain Pre-frontal Cortex | LOC100130093 | 0.09 | 0.07 | enet | 30 | 0.10 | 5.6e-12 | 12.18 | 9.2 | 3.7e-20 | -0.20 | 1.00 | 0.00 | FALSE |
3 | CommonMind | Brain Pre-frontal Cortex | SNAP47 | 0.23 | 0.19 | lasso | 7 | 0.19 | 5.7e-23 | -14.45 | 14.4 | 7.7e-47 | -0.62 | 1.00 | 0.00 | FALSE |
4 | GTEx | Adipose Subcutaneous | SNAP47 | 0.06 | 0.06 | lasso | 3 | 0.05 | 4.5e-05 | -12.58 | 13.7 | 1.4e-42 | -0.51 | 0.36 | 0.22 | FALSE |
5 | GTEx | Adipose Subcutaneous | RP11-396C23.2 | 0.09 | 0.00 | enet | 14 | 0.00 | 7.9e-01 | -4.23 | -5.3 | 1.1e-07 | -0.01 | 0.02 | 0.89 | FALSE |
6 | GTEx | Adipose Subcutaneous | RP5-1139B12.2 | 0.08 | 0.02 | enet | 17 | 0.03 | 2.2e-03 | 5.67 | 5.9 | 4.0e-09 | -0.07 | 0.21 | 0.05 | FALSE |
7 | GTEx | Adipose Visceral Omentum | ADCK3 | 0.11 | 0.00 | enet | 36 | 0.03 | 1.7e-02 | 6.04 | -5.9 | 4.0e-09 | 0.14 | 0.23 | 0.03 | TRUE |
8 | GTEx | Artery Coronary | ARV1 | 0.19 | 0.15 | lasso | 4 | 0.07 | 1.7e-03 | -5.93 | 5.9 | 3.7e-09 | 0.01 | 0.08 | 0.77 | TRUE |
9 | GTEx | Artery Tibial | RP5-1139B12.2 | 0.09 | 0.05 | lasso | 5 | 0.05 | 4.5e-05 | 5.91 | 5.4 | 8.5e-08 | -0.10 | 0.92 | 0.00 | FALSE |
10 | GTEx | Brain Cortex | SNAP47 | 0.21 | 0.05 | lasso | 9 | 0.04 | 2.2e-02 | -13.91 | 18.5 | 1.8e-76 | -0.88 | 0.04 | 0.67 | TRUE |
11 | GTEx | Brain Frontal Cortex BA9 | OBSCN | 0.27 | 0.00 | lasso | 5 | 0.00 | 2.9e-01 | 3.84 | 5.6 | 2.3e-08 | -0.02 | 0.06 | 0.07 | TRUE |
12 | GTEx | Brain Nucleus accumbens basal ganglia | SNAP47 | 0.38 | 0.05 | lasso | 6 | 0.07 | 4.9e-03 | 2.20 | 6.1 | 1.4e-09 | -0.15 | 0.16 | 0.22 | TRUE |
13 | GTEx | Breast Mammary Tissue (Male) | CDC42BPA | 0.03 | 0.01 | enet | 1 | 0.00 | 3.0e-01 | 10.79 | -10.8 | 3.9e-27 | 0.18 | 0.05 | 0.06 | TRUE |
14 | GTEx | Cells EBV-transformed lymphocytes | JMJD4 | 0.13 | 0.06 | lasso | 4 | 0.03 | 2.9e-02 | -16.92 | -14.6 | 3.7e-48 | 0.51 | 0.05 | 0.45 | FALSE |
15 | GTEx | Cells Transformed fibroblasts | SNAP47 | 0.17 | 0.12 | enet | 18 | 0.12 | 1.9e-09 | -13.91 | 9.3 | 1.7e-20 | -0.41 | 0.98 | 0.01 | FALSE |
16 | GTEx | Colon Transverse | TTC13 | 0.11 | 0.08 | enet | 11 | 0.11 | 8.3e-06 | -5.68 | 5.4 | 7.4e-08 | -0.01 | 0.18 | 0.79 | FALSE |
17 | GTEx | Colon Transverse | ARV1 | 0.34 | 0.25 | enet | 25 | 0.28 | 6.1e-14 | -5.91 | 5.6 | 1.8e-08 | -0.02 | 0.13 | 0.87 | FALSE |
18 | GTEx | Esophagus Mucosa | IBA57 | 0.08 | 0.02 | enet | 12 | 0.07 | 1.8e-05 | 5.58 | -5.2 | 1.9e-07 | 0.00 | 0.27 | 0.04 | FALSE |
19 | GTEx | Esophagus Mucosa | ACBD3 | 0.14 | 0.07 | lasso | 3 | 0.08 | 8.3e-06 | -4.23 | 5.1 | 2.8e-07 | -0.04 | 0.22 | 0.69 | FALSE |
20 | GTEx | Esophagus Muscularis | ADCK3 | 0.07 | 0.02 | lasso | 5 | 0.01 | 4.1e-02 | 4.54 | -6.2 | 4.2e-10 | 0.18 | 0.27 | 0.05 | TRUE |
21 | GTEx | Muscle Skeletal | SNAP47 | 0.09 | 0.08 | lasso | 10 | 0.08 | 7.7e-08 | -14.45 | 16.0 | 1.4e-57 | -0.61 | 0.94 | 0.06 | FALSE |
22 | GTEx | Muscle Skeletal | CDC42BPA | 0.12 | 0.06 | enet | 28 | 0.11 | 8.2e-11 | -5.07 | -6.8 | 9.9e-12 | 0.31 | 1.00 | 0.00 | FALSE |
23 | GTEx | Nerve Tibial | SNAP47 | 0.06 | 0.01 | enet | 16 | 0.03 | 6.5e-03 | -17.57 | 13.7 | 5.9e-43 | -0.64 | 0.05 | 0.86 | TRUE |
24 | GTEx | Nerve Tibial | ACBD3 | 0.11 | 0.03 | lasso | 3 | 0.02 | 7.3e-03 | -4.14 | 5.1 | 2.9e-07 | -0.01 | 0.07 | 0.76 | FALSE |
25 | GTEx | Skin Not Sun Exposed Suprapubic | CDC42BPA | 0.13 | 0.00 | enet | 30 | 0.03 | 8.6e-03 | -13.91 | -13.0 | 6.8e-39 | 0.48 | 0.08 | 0.70 | FALSE |
26 | GTEx | Skin Sun Exposed Lower leg | CDC42BPA | 0.10 | 0.00 | enet | 32 | 0.02 | 1.3e-02 | 1.19 | -8.4 | 6.0e-17 | 0.31 | 0.20 | 0.24 | FALSE |
27 | GTEx | Testis | SNAP47 | 0.23 | 0.21 | enet | 15 | 0.21 | 7.5e-10 | -13.97 | 12.2 | 4.9e-34 | -0.47 | 0.98 | 0.01 | FALSE |
28 | GTEx | Thyroid | C1orf35 | 0.10 | 0.00 | lasso | 6 | 0.01 | 4.1e-02 | 6.52 | -11.0 | 6.4e-28 | 0.37 | 0.05 | 0.07 | FALSE |
29 | METSIM | Adipose | RNF187 | 0.07 | 0.02 | lasso | 5 | 0.03 | 2.2e-05 | 3.95 | 6.3 | 2.6e-10 | -0.26 | 0.13 | 0.77 | FALSE |
30 | METSIM | Adipose | SNAP47 | 0.06 | 0.06 | lasso | 6 | 0.08 | 2.0e-11 | -17.57 | 16.6 | 7.2e-62 | -0.77 | 0.94 | 0.06 | FALSE |
31 | METSIM | Adipose | TTC13 | 0.08 | 0.06 | enet | 27 | 0.06 | 4.9e-09 | -5.91 | 5.8 | 7.7e-09 | 0.01 | 0.16 | 0.84 | FALSE |
32 | NTR | Blood | C1orf69 | 0.02 | 0.01 | bslmm | 343 | 0.01 | 1.4e-05 | -0.34 | -6.3 | 3.5e-10 | 0.08 | 0.83 | 0.00 | FALSE |
33 | ROSMAP | Brain Pre-frontal Cortex | OBSCN | 0.32 | 0.18 | lasso | 19 | 0.27 | 3.5e-34 | 2.20 | 5.2 | 1.8e-07 | -0.11 | 1.00 | 0.00 | FALSE |
34 | YFS | Blood | JMJD4 | 0.11 | 0.12 | lasso | 4 | 0.12 | 3.7e-36 | -17.57 | -17.7 | 4.1e-70 | 0.82 | 1.00 | 0.00 | FALSE |
35 | YFS | Blood | SNAP47 | 0.02 | 0.00 | bslmm | 403 | 0.01 | 6.4e-04 | -12.27 | 12.6 | 2.4e-36 | -0.48 | 0.09 | 0.32 | FALSE |
36 | YFS | Blood | TTC13 | 0.02 | 0.00 | bslmm | 627 | 0.00 | 1.8e-02 | -5.90 | 5.8 | 5.3e-09 | 0.04 | 0.19 | 0.74 | FALSE |
37 | YFS | Blood | URB2 | 0.10 | 0.11 | bslmm | 414 | 0.12 | 2.7e-37 | 5.67 | 5.9 | 4.0e-09 | 0.03 | 0.01 | 0.99 | FALSE |
38 | The Cancer Genome Atlas | Bladder Urothelial Carcinoma | ACBD3 | 0.04 | 0.04 | blup | 42 | 0.02 | 4.6e-03 | -4.34 | 5.8 | 6.7e-09 | -0.02 | 0.03 | 0.33 | TRUE |
39 | The Cancer Genome Atlas | Breast Invasive Carcinoma | LOC100130093 | 0.02 | 0.01 | lasso | 4 | 0.01 | 4.0e-03 | 12.71 | 9.4 | 4.2e-21 | -0.29 | 0.10 | 0.02 | FALSE |
40 | The Cancer Genome Atlas | Breast Invasive Carcinoma | TAF5L | 0.09 | 0.02 | lasso | 2 | 0.02 | 2.2e-05 | 5.67 | 5.7 | 1.2e-08 | 0.02 | 0.00 | 1.00 | FALSE |
41 | The Cancer Genome Atlas | Breast Invasive Carcinoma | URB2 | 0.05 | 0.01 | blup | 85 | 0.02 | 1.6e-04 | 6.02 | 6.5 | 8.9e-11 | 0.03 | 0.00 | 0.99 | TRUE |
42 | The Cancer Genome Atlas | Colon Adenocarcinoma | SNAP47 | 0.05 | 0.05 | lasso | 3 | 0.06 | 2.4e-04 | -13.91 | 18.0 | 4.7e-72 | -0.83 | 0.01 | 0.90 | FALSE |
43 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | CABC1 | 0.04 | 0.01 | blup | 116 | 0.02 | 1.3e-03 | 2.95 | -5.5 | 3.7e-08 | 0.07 | 0.17 | 0.02 | TRUE |
44 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | TTC13 | 0.07 | 0.01 | blup | 90 | 0.03 | 1.1e-02 | -4.19 | 5.6 | 1.7e-08 | 0.02 | 0.02 | 0.59 | FALSE |
45 | The Cancer Genome Atlas | Brain Lower Grade Glioma | JMJD4 | 0.07 | 0.01 | enet | 9 | 0.03 | 3.6e-04 | -18.85 | -10.0 | 1.0e-23 | 0.67 | 0.00 | 0.80 | TRUE |
46 | The Cancer Genome Atlas | Brain Lower Grade Glioma | SNAP47 | 0.08 | 0.06 | blup | 54 | 0.08 | 1.2e-09 | -13.91 | 13.4 | 9.3e-41 | -0.58 | 0.98 | 0.02 | FALSE |
47 | The Cancer Genome Atlas | Liver Hepatocellular Carcinoma | SNAP47 | 0.07 | 0.05 | blup | 54 | 0.05 | 2.9e-03 | -13.91 | 15.6 | 6.0e-55 | -0.66 | 0.02 | 0.37 | FALSE |
48 | The Cancer Genome Atlas | Lung Adenocarcinoma | LOC100130093 | 0.03 | 0.02 | enet | 3 | 0.03 | 7.2e-05 | 12.41 | 7.3 | 3.7e-13 | -0.24 | 0.14 | 0.04 | FALSE |
49 | The Cancer Genome Atlas | Lung Adenocarcinoma | SNAP47 | 0.03 | 0.02 | enet | 4 | 0.02 | 1.5e-03 | -13.97 | 14.2 | 5.8e-46 | -0.54 | 0.41 | 0.15 | FALSE |
50 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | ARV1 | 0.04 | 0.03 | enet | 9 | 0.03 | 9.8e-05 | -3.71 | 5.6 | 2.1e-08 | -0.01 | 0.10 | 0.21 | FALSE |
51 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | TAF5L | 0.09 | 0.00 | blup | 68 | 0.01 | 3.5e-02 | 4.01 | 5.5 | 3.1e-08 | 0.05 | 0.00 | 0.50 | FALSE |
52 | The Cancer Genome Atlas | Ovarian Serous Cystadenocarcinoma | TTC13 | 0.04 | 0.04 | blup | 90 | 0.03 | 3.0e-03 | -4.26 | 5.5 | 4.9e-08 | 0.03 | 0.07 | 0.45 | FALSE |
53 | The Cancer Genome Atlas | Pheochromocytoma and Paraganglioma | JMJD4 | 0.36 | 0.06 | blup | 42 | 0.13 | 5.6e-06 | -1.02 | -5.4 | 7.3e-08 | 0.41 | 0.05 | 0.32 | FALSE |
54 | The Cancer Genome Atlas | Pheochromocytoma and Paraganglioma | LOC100130093 | 0.16 | 0.10 | blup | 42 | 0.05 | 4.7e-03 | 13.14 | 14.5 | 9.1e-48 | -0.58 | 0.22 | 0.25 | FALSE |
55 | The Cancer Genome Atlas | Prostate Adenocarcinoma | ACBD3 | 0.03 | 0.02 | blup | 42 | 0.04 | 7.0e-05 | -4.36 | 5.2 | 1.6e-07 | -0.03 | 0.10 | 0.48 | FALSE |
56 | The Cancer Genome Atlas | Prostate Adenocarcinoma | ARF1 | 0.06 | 0.02 | blup | 31 | 0.03 | 1.0e-03 | -2.29 | -7.2 | 5.4e-13 | 0.16 | 0.19 | 0.68 | FALSE |
57 | The Cancer Genome Atlas | Prostate Adenocarcinoma | MRPL55 | 0.04 | 0.00 | enet | 7 | 0.02 | 8.2e-03 | -6.24 | -7.4 | 1.7e-13 | 0.10 | 0.01 | 0.80 | TRUE |
58 | The Cancer Genome Atlas | Prostate Adenocarcinoma | ZNF678 | 0.03 | 0.01 | blup | 91 | 0.02 | 2.4e-03 | -14.13 | -17.2 | 1.2e-66 | 0.76 | 0.03 | 0.57 | TRUE |
59 | The Cancer Genome Atlas | Soft Tissue Sarcoma | MRPL55 | 0.05 | 0.02 | blup | 22 | 0.04 | 2.8e-03 | 3.92 | -5.5 | 4.9e-08 | 0.12 | 0.02 | 0.16 | FALSE |
60 | The Cancer Genome Atlas | Soft Tissue Sarcoma | URB2 | 0.11 | 0.05 | lasso | 2 | 0.03 | 3.9e-03 | 6.02 | 6.1 | 1.4e-09 | 0.01 | 0.00 | 0.92 | FALSE |