Best TWAS P=8.42e-20 · Best GWAS P=6e-19 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 | C18orf8 | 0.26 | 0.35 | lasso | 6 | 0.40 | 1.9e-52 | -8.7 | -8.9 | 6.1e-19 | 0.86 | 0.02 | 0.98 | FALSE |
2 | CommonMind | Brain Pre-frontal Cortex | NPC1 | 0.08 | 0.07 | lasso | 3 | 0.08 | 5.2e-10 | 7.5 | -7.3 | 3.2e-13 | 0.67 | 0.74 | 0.26 | FALSE |
3 | CommonMind | Brain Pre-frontal Cortex | RIOK3 | 0.02 | 0.01 | bslmm | 348 | 0.00 | 1.8e-01 | -6.2 | -7.1 | 1.4e-12 | 0.61 | 0.12 | 0.20 | FALSE |
4 | GTEx | Adipose Subcutaneous | TMEM241 | 0.07 | 0.00 | enet | 12 | 0.01 | 4.1e-02 | -6.2 | -5.5 | 3.0e-08 | 0.59 | 0.15 | 0.60 | FALSE |
5 | GTEx | Adipose Subcutaneous | C18orf8 | 0.17 | 0.16 | enet | 13 | 0.16 | 2.6e-13 | -8.6 | -9.0 | 1.5e-19 | 0.92 | 0.02 | 0.98 | FALSE |
6 | GTEx | Adipose Subcutaneous | NPC1 | 0.27 | 0.27 | enet | 12 | 0.30 | 2.4e-25 | -8.6 | -8.7 | 4.6e-18 | 0.88 | 0.08 | 0.92 | FALSE |
7 | GTEx | Adipose Visceral Omentum | C18orf8 | 0.18 | 0.11 | enet | 10 | 0.04 | 4.5e-03 | -8.9 | -8.1 | 4.5e-16 | 0.88 | 0.01 | 0.99 | FALSE |
8 | GTEx | Adipose Visceral Omentum | NPC1 | 0.20 | 0.19 | lasso | 3 | 0.17 | 2.9e-09 | -8.6 | -8.7 | 2.7e-18 | 0.85 | 0.07 | 0.93 | FALSE |
9 | GTEx | Artery Tibial | C18orf8 | 0.18 | 0.12 | lasso | 3 | 0.10 | 1.5e-08 | 7.4 | -7.3 | 3.2e-13 | 0.64 | 0.97 | 0.03 | FALSE |
10 | GTEx | Artery Tibial | NPC1 | 0.26 | 0.07 | enet | 31 | 0.11 | 3.7e-09 | 7.4 | -8.3 | 1.3e-16 | 0.79 | 0.07 | 0.93 | FALSE |
11 | GTEx | Brain Caudate basal ganglia | C18orf8 | 0.15 | 0.16 | enet | 11 | 0.11 | 5.9e-04 | -8.8 | -9.0 | 3.5e-19 | 0.89 | 0.02 | 0.95 | FALSE |
12 | GTEx | Brain Cerebellar Hemisphere | C18orf8 | 0.27 | 0.34 | enet | 19 | 0.34 | 1.3e-09 | -8.7 | -9.0 | 3.4e-19 | 0.91 | 0.02 | 0.98 | FALSE |
13 | GTEx | Brain Cerebellum | C18orf8 | 0.23 | 0.18 | enet | 13 | 0.21 | 9.9e-07 | -8.6 | -8.8 | 1.0e-18 | 0.85 | 0.02 | 0.97 | FALSE |
14 | GTEx | Brain Cerebellum | NPC1 | 0.20 | 0.10 | enet | 9 | 0.12 | 1.9e-04 | -8.6 | -8.2 | 1.7e-16 | 0.89 | 0.03 | 0.94 | FALSE |
15 | GTEx | Brain Cortex | TMEM241 | 0.37 | 0.12 | enet | 19 | 0.22 | 1.3e-06 | 2.3 | -6.0 | 1.7e-09 | 0.71 | 0.05 | 0.93 | FALSE |
16 | GTEx | Brain Cortex | C18orf8 | 0.19 | 0.18 | lasso | 5 | 0.13 | 1.8e-04 | -8.8 | -8.8 | 1.3e-18 | 0.93 | 0.02 | 0.95 | FALSE |
17 | GTEx | Brain Frontal Cortex BA9 | C18orf8 | 0.42 | 0.30 | enet | 12 | 0.08 | 3.4e-03 | -8.6 | -8.2 | 2.5e-16 | 0.83 | 0.02 | 0.98 | FALSE |
18 | GTEx | Brain Nucleus accumbens basal ganglia | TMEM241 | 0.17 | 0.02 | lasso | 6 | -0.01 | 5.6e-01 | -8.6 | -6.3 | 3.4e-10 | 0.59 | 0.04 | 0.65 | FALSE |
19 | GTEx | Breast Mammary Tissue | NPC1 | 0.27 | 0.13 | enet | 27 | 0.19 | 5.0e-10 | -8.6 | -9.0 | 2.0e-19 | 0.86 | 0.02 | 0.98 | FALSE |
20 | GTEx | Breast Mammary Tissue (Male) | NPC1 | 0.15 | 0.12 | lasso | 7 | 0.16 | 2.0e-04 | -3.1 | -6.3 | 2.8e-10 | 0.51 | 0.05 | 0.54 | FALSE |
21 | GTEx | Breast Mammary Tissue (Female) | NPC1 | 0.43 | 0.24 | lasso | 3 | 0.27 | 1.1e-08 | -8.1 | -8.6 | 1.0e-17 | 0.90 | 0.02 | 0.97 | FALSE |
22 | GTEx | Cells Transformed fibroblasts | NPC1 | 0.26 | 0.24 | lasso | 8 | 0.24 | 5.7e-18 | -5.0 | -5.8 | 8.4e-09 | 0.73 | 1.00 | 0.00 | FALSE |
23 | GTEx | Colon Transverse | NPC1 | 0.21 | 0.03 | enet | 23 | 0.05 | 3.0e-03 | -5.0 | -5.2 | 2.3e-07 | 0.58 | 0.07 | 0.57 | FALSE |
24 | GTEx | Esophagus Gastroesophageal Junction | NPC1 | 0.19 | 0.13 | lasso | 5 | 0.11 | 1.1e-04 | -5.0 | -6.1 | 1.1e-09 | 0.75 | 0.07 | 0.86 | FALSE |
25 | GTEx | Esophagus Mucosa | NPC1 | 0.09 | 0.04 | lasso | 3 | 0.05 | 1.5e-04 | -8.6 | -8.8 | 1.4e-18 | 0.87 | 0.04 | 0.94 | FALSE |
26 | GTEx | Esophagus Muscularis | C18orf8 | 0.14 | 0.13 | lasso | 3 | 0.10 | 8.0e-07 | 7.4 | -8.2 | 2.1e-16 | 0.76 | 0.07 | 0.93 | FALSE |
27 | GTEx | Esophagus Muscularis | NPC1 | 0.11 | 0.07 | enet | 4 | 0.09 | 7.3e-06 | -8.9 | -9.1 | 8.4e-20 | 0.98 | 0.01 | 0.98 | TRUE |
28 | GTEx | Heart Left Ventricle | NPC1 | 0.19 | 0.15 | enet | 12 | 0.17 | 1.6e-09 | -8.6 | -8.8 | 1.7e-18 | 0.91 | 0.03 | 0.97 | FALSE |
29 | GTEx | Lung | NPC1 | 0.11 | 0.06 | enet | 11 | 0.04 | 2.3e-04 | -8.8 | -8.5 | 2.1e-17 | 0.93 | 0.02 | 0.98 | FALSE |
30 | GTEx | Nerve Tibial | TMEM241 | 0.16 | 0.04 | enet | 10 | 0.07 | 1.8e-05 | -6.2 | -6.1 | 1.4e-09 | 0.51 | 0.58 | 0.18 | FALSE |
31 | GTEx | Nerve Tibial | C18orf8 | 0.16 | 0.07 | enet | 21 | 0.09 | 3.9e-07 | -8.1 | -8.7 | 4.8e-18 | 0.83 | 0.03 | 0.97 | FALSE |
32 | GTEx | Nerve Tibial | NPC1 | 0.19 | 0.12 | lasso | 6 | 0.16 | 1.1e-11 | 7.4 | -8.7 | 2.7e-18 | 0.83 | 0.04 | 0.96 | FALSE |
33 | GTEx | Pancreas | NPC1 | 0.33 | 0.14 | lasso | 7 | 0.12 | 1.1e-05 | -8.6 | -8.6 | 1.0e-17 | 0.91 | 0.02 | 0.97 | FALSE |
34 | GTEx | Skin Not Sun Exposed Suprapubic | C18orf8 | 0.21 | 0.27 | enet | 6 | 0.23 | 6.9e-13 | -8.7 | -8.8 | 1.5e-18 | 0.92 | 0.03 | 0.97 | FALSE |
35 | GTEx | Skin Not Sun Exposed Suprapubic | NPC1 | 0.15 | 0.08 | lasso | 4 | 0.12 | 2.3e-07 | -8.7 | -8.9 | 3.8e-19 | 0.87 | 0.04 | 0.96 | FALSE |
36 | GTEx | Skin Sun Exposed Lower leg | C18orf8 | 0.35 | 0.33 | enet | 23 | 0.36 | 1.7e-30 | -8.8 | -8.9 | 7.7e-19 | 0.91 | 0.02 | 0.98 | FALSE |
37 | GTEx | Skin Sun Exposed Lower leg | NPC1 | 0.23 | 0.18 | lasso | 3 | 0.27 | 1.8e-22 | -8.6 | -8.9 | 8.7e-19 | 0.84 | 0.09 | 0.91 | FALSE |
38 | GTEx | Testis | C18orf8 | 0.12 | 0.07 | lasso | 6 | 0.08 | 1.9e-04 | -8.7 | -9.1 | 1.1e-19 | 0.86 | 0.03 | 0.89 | FALSE |
39 | GTEx | Thyroid | NPC1 | 0.20 | 0.10 | enet | 25 | 0.13 | 2.3e-10 | -8.7 | -8.5 | 1.6e-17 | 0.87 | 0.02 | 0.98 | FALSE |
40 | GTEx | Vagina | NPC1 | 0.27 | 0.09 | lasso | 7 | 0.14 | 4.9e-04 | -5.5 | -6.1 | 1.2e-09 | 0.62 | 0.10 | 0.61 | FALSE |
41 | METSIM | Adipose | C18orf8 | 0.08 | 0.02 | enet | 23 | 0.04 | 1.0e-06 | 7.3 | -5.8 | 7.0e-09 | 0.61 | 0.15 | 0.81 | FALSE |
42 | METSIM | Adipose | NPC1 | 0.06 | 0.05 | enet | 18 | 0.05 | 6.4e-08 | -8.8 | -8.0 | 1.6e-15 | 0.82 | 0.02 | 0.98 | FALSE |
43 | The Cancer Genome Atlas | Breast Invasive Carcinoma | NPC1 | 0.03 | 0.03 | blup | 69 | 0.04 | 2.9e-09 | -8.6 | -8.6 | 1.0e-17 | 0.84 | 0.03 | 0.97 | FALSE |
44 | The Cancer Genome Atlas | Esophageal Carcinoma | NPC1 | 0.16 | 0.10 | lasso | 3 | 0.10 | 3.7e-04 | 7.4 | -8.4 | 6.7e-17 | 0.77 | 0.05 | 0.65 | FALSE |
45 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | NPC1 | 0.05 | 0.02 | blup | 66 | 0.03 | 1.4e-04 | -8.5 | -7.4 | 1.3e-13 | 0.76 | 0.11 | 0.74 | FALSE |
46 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | NPC1 | 0.03 | 0.04 | lasso | 2 | 0.05 | 4.2e-06 | -8.5 | -8.9 | 7.8e-19 | 0.92 | 0.02 | 0.98 | FALSE |
47 | The Cancer Genome Atlas | Brain Lower Grade Glioma | C18orf45 | 0.04 | 0.02 | lasso | 3 | 0.03 | 2.7e-04 | 5.2 | -5.5 | 3.1e-08 | 0.56 | 0.02 | 0.97 | FALSE |
48 | The Cancer Genome Atlas | Brain Lower Grade Glioma | C18orf8 | 0.07 | 0.05 | lasso | 5 | 0.03 | 9.5e-05 | 7.4 | -7.4 | 1.1e-13 | 0.66 | 0.27 | 0.71 | FALSE |
49 | The Cancer Genome Atlas | Brain Lower Grade Glioma | NPC1 | 0.07 | 0.08 | lasso | 3 | 0.10 | 1.6e-11 | 7.4 | -8.8 | 1.4e-18 | 0.87 | 0.04 | 0.96 | FALSE |
50 | The Cancer Genome Atlas | Pancreatic Adenocarcinoma | NPC1 | 0.14 | 0.01 | enet | 14 | 0.08 | 3.3e-04 | -8.5 | -6.2 | 4.9e-10 | 0.74 | 0.03 | 0.81 | FALSE |
51 | The Cancer Genome Atlas | Prostate Adenocarcinoma | NPC1 | 0.05 | 0.02 | blup | 65 | 0.03 | 9.9e-04 | -8.5 | -8.0 | 1.3e-15 | 0.80 | 0.03 | 0.71 | FALSE |
52 | The Cancer Genome Atlas | Soft Tissue Sarcoma | C18orf45 | 0.08 | 0.06 | blup | 114 | 0.06 | 1.7e-04 | -5.6 | -5.3 | 1.5e-07 | 0.48 | 0.02 | 0.96 | FALSE |
53 | The Cancer Genome Atlas | Stomach Adenocarcinoma | NPC1 | 0.06 | 0.01 | enet | 6 | 0.05 | 2.2e-04 | -5.6 | -5.5 | 4.9e-08 | 0.64 | 0.07 | 0.38 | FALSE |
54 | The Cancer Genome Atlas | Thyroid Carcinoma | NPC1 | 0.04 | 0.03 | blup | 70 | 0.05 | 9.4e-06 | -8.7 | -8.2 | 2.9e-16 | 0.86 | 0.03 | 0.97 | FALSE |