Best TWAS P=1.66e-24 · Best GWAS P=6.72e-23 conditioned to 0.045
# | 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 | CCNT2 | 0.12 | 0.11 | lasso | 2 | 0.10 | 9.8e-13 | -6.1 | -6.0 | 1.6e-09 | -0.62 | 1.00 | 0.00 | FALSE |
2 | CommonMind | Brain Pre-frontal Cortex | LOC100129961 | 0.17 | 0.14 | enet | 9 | 0.14 | 2.6e-17 | 9.8 | 9.6 | 6.8e-22 | 0.82 | 0.01 | 0.99 | FALSE |
3 | CommonMind | Brain Pre-frontal Cortex | TMEM163 | 0.05 | 0.02 | lasso | 7 | 0.01 | 5.9e-03 | -3.1 | 6.8 | 1.2e-11 | 0.63 | 0.29 | 0.15 | FALSE |
4 | GTEx | Adipose Subcutaneous | DARS | 0.08 | 0.01 | lasso | 6 | 0.01 | 6.8e-02 | -5.8 | -6.2 | 5.8e-10 | -0.53 | 0.03 | 0.76 | FALSE |
5 | GTEx | Artery Aorta | CCNT2 | 0.12 | 0.12 | lasso | 3 | 0.11 | 1.9e-06 | -6.1 | -6.1 | 1.2e-09 | -0.62 | 0.43 | 0.46 | FALSE |
6 | GTEx | Brain Cerebellar Hemisphere | AC016725.4 | 0.27 | 0.18 | lasso | 4 | 0.24 | 8.3e-07 | -6.8 | 6.8 | 1.1e-11 | 0.60 | 0.20 | 0.55 | FALSE |
7 | GTEx | Brain Cerebellum | TMEM163 | 0.44 | 0.13 | enet | 22 | 0.28 | 5.0e-09 | -4.3 | 5.7 | 9.2e-09 | 0.45 | 0.28 | 0.17 | FALSE |
8 | GTEx | Brain Cerebellum | AC016725.4 | 0.50 | 0.18 | enet | 37 | 0.24 | 1.4e-07 | -6.8 | 5.6 | 2.2e-08 | 0.51 | 0.28 | 0.55 | FALSE |
9 | GTEx | Cells EBV-transformed lymphocytes | AC016725.4 | 0.35 | 0.02 | lasso | 14 | 0.03 | 4.7e-02 | -1.8 | 7.7 | 1.7e-14 | 0.69 | 0.07 | 0.16 | FALSE |
10 | GTEx | Esophagus Mucosa | DARS | 0.12 | 0.05 | lasso | 4 | 0.04 | 9.0e-04 | -5.3 | -5.5 | 3.5e-08 | -0.46 | 0.04 | 0.92 | FALSE |
11 | GTEx | Esophagus Muscularis | DARS | 0.12 | 0.11 | lasso | 3 | 0.09 | 3.5e-06 | -5.3 | -5.5 | 4.9e-08 | -0.45 | 0.04 | 0.96 | FALSE |
12 | GTEx | Esophagus Muscularis | TMEM163 | 0.09 | 0.05 | lasso | 6 | 0.05 | 4.8e-04 | -7.9 | 9.6 | 1.0e-21 | 0.73 | 0.09 | 0.89 | FALSE |
13 | GTEx | Heart Atrial Appendage | TMEM163 | 0.31 | 0.10 | lasso | 6 | 0.03 | 1.8e-02 | -7.9 | 8.2 | 2.0e-16 | 0.50 | 0.38 | 0.03 | FALSE |
14 | GTEx | Lung | DARS | 0.07 | 0.05 | lasso | 4 | 0.05 | 5.8e-05 | -5.3 | -5.5 | 4.0e-08 | -0.46 | 0.04 | 0.95 | FALSE |
15 | GTEx | Nerve Tibial | DARS | 0.13 | 0.06 | lasso | 5 | 0.05 | 3.2e-04 | -5.6 | -5.5 | 3.1e-08 | -0.47 | 0.03 | 0.95 | FALSE |
16 | GTEx | Nerve Tibial | AC016725.4 | 0.15 | 0.06 | lasso | 6 | 0.02 | 8.1e-03 | -6.8 | 7.2 | 8.1e-13 | 0.63 | 0.67 | 0.27 | FALSE |
17 | GTEx | Pituitary | TMEM163 | 0.37 | 0.39 | lasso | 5 | 0.38 | 1.9e-10 | 8.0 | 8.2 | 2.5e-16 | 0.65 | 0.90 | 0.06 | FALSE |
18 | GTEx | Prostate | AC016725.4 | 0.27 | 0.03 | enet | 23 | 0.13 | 4.6e-04 | 9.3 | 8.4 | 6.4e-17 | 0.72 | 0.04 | 0.88 | FALSE |
19 | GTEx | Skin Not Sun Exposed Suprapubic | DARS | 0.15 | 0.11 | enet | 4 | 0.10 | 3.0e-06 | -5.3 | -5.5 | 3.9e-08 | -0.46 | 0.07 | 0.93 | FALSE |
20 | GTEx | Skin Sun Exposed Lower leg | DARS | 0.10 | 0.12 | lasso | 1 | 0.11 | 1.7e-09 | -5.3 | -5.3 | 1.0e-07 | -0.45 | 0.09 | 0.91 | FALSE |
21 | GTEx | Testis | CCNT2 | 0.31 | 0.26 | lasso | 6 | 0.26 | 9.3e-12 | -6.7 | -6.6 | 3.2e-11 | -0.55 | 1.00 | 0.00 | FALSE |
22 | GTEx | Testis | TMEM163 | 0.29 | 0.18 | lasso | 6 | 0.24 | 4.5e-11 | 7.1 | -8.5 | 1.4e-17 | -0.67 | 0.96 | 0.04 | FALSE |
23 | GTEx | Testis | AC016725.4 | 0.18 | 0.09 | lasso | 6 | 0.09 | 6.3e-05 | 9.8 | -10.2 | 1.7e-24 | -0.87 | 0.03 | 0.97 | TRUE |
24 | GTEx | Thyroid | MCM6 | 0.06 | 0.01 | lasso | 3 | 0.02 | 4.9e-03 | -4.3 | -6.3 | 3.6e-10 | -0.48 | 0.13 | 0.44 | FALSE |
25 | GTEx | Thyroid | CCNT2 | 0.09 | 0.10 | lasso | 2 | 0.09 | 1.8e-07 | -6.8 | -6.8 | 1.0e-11 | -0.59 | 0.97 | 0.01 | FALSE |
26 | GTEx | Thyroid | DARS | 0.20 | 0.13 | lasso | 3 | 0.15 | 1.3e-11 | -5.3 | -5.7 | 1.5e-08 | -0.47 | 0.06 | 0.94 | FALSE |
27 | GTEx | Whole Blood | TMEM163 | 0.11 | 0.06 | lasso | 7 | 0.06 | 5.0e-06 | -7.9 | 9.4 | 7.9e-21 | 0.72 | 0.31 | 0.66 | FALSE |
28 | NTR | Blood | CCNT2 | 0.01 | 0.00 | blup | 370 | 0.00 | 6.7e-02 | -6.8 | -9.3 | 1.1e-20 | -0.70 | 0.10 | 0.61 | FALSE |
29 | NTR | Blood | MCM6 | 0.02 | 0.02 | lasso | 2 | 0.03 | 1.2e-08 | -5.4 | -6.1 | 9.1e-10 | -0.59 | 0.02 | 0.98 | FALSE |
30 | ROSMAP | Brain Pre-frontal Cortex | CCNT2 | 0.06 | 0.03 | enet | 27 | 0.05 | 1.6e-06 | -6.1 | -8.0 | 8.3e-16 | -0.80 | 0.38 | 0.61 | FALSE |
31 | ROSMAP | Brain Pre-frontal Cortex | TMEM163 | 0.19 | 0.16 | lasso | 14 | 0.23 | 6.2e-29 | -5.0 | 8.4 | 5.8e-17 | 0.69 | 0.98 | 0.02 | FALSE |
32 | YFS | Blood | CCNT2 | 0.01 | 0.01 | blup | 363 | 0.01 | 6.3e-05 | -6.1 | -8.5 | 1.6e-17 | -0.77 | 0.42 | 0.41 | FALSE |
33 | YFS | Blood | DARS | 0.17 | 0.19 | enet | 36 | 0.19 | 8.2e-60 | -5.9 | -6.1 | 1.0e-09 | -0.47 | 0.00 | 1.00 | FALSE |
34 | YFS | Blood | MCM6 | 0.18 | 0.15 | enet | 20 | 0.20 | 8.5e-64 | -5.6 | -5.6 | 1.7e-08 | -0.63 | 0.03 | 0.97 | FALSE |
35 | The Cancer Genome Atlas | Bladder Urothelial Carcinoma | TMEM163 | 0.03 | 0.02 | blup | 195 | 0.01 | 2.9e-02 | -8.1 | 8.6 | 6.4e-18 | 0.69 | 0.02 | 0.92 | FALSE |
36 | The Cancer Genome Atlas | Breast Invasive Carcinoma | LCT | 0.02 | 0.02 | enet | 3 | 0.03 | 7.6e-07 | -5.6 | 5.9 | 3.1e-09 | 0.58 | 0.02 | 0.98 | FALSE |
37 | The Cancer Genome Atlas | Breast Invasive Carcinoma | TMEM163 | 0.06 | 0.09 | lasso | 7 | 0.08 | 1.6e-16 | -8.1 | 8.4 | 6.3e-17 | 0.70 | 0.12 | 0.88 | FALSE |
38 | The Cancer Genome Atlas | Colon Adenocarcinoma | TMEM163 | 0.08 | 0.02 | blup | 192 | 0.01 | 8.9e-02 | -8.1 | 8.3 | 1.0e-16 | 0.57 | 0.07 | 0.36 | FALSE |
39 | The Cancer Genome Atlas | Glioblastoma Multiforme | LCT | 0.16 | 0.08 | blup | 36 | 0.10 | 5.3e-04 | -5.4 | 5.4 | 5.6e-08 | 0.58 | 0.02 | 0.65 | FALSE |
40 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | DARS | 0.04 | 0.05 | lasso | 2 | 0.05 | 3.5e-06 | -5.3 | -5.4 | 6.5e-08 | -0.45 | 0.02 | 0.98 | FALSE |
41 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | TMEM163 | 0.06 | 0.04 | lasso | 8 | 0.05 | 8.4e-07 | -8.1 | 7.4 | 1.1e-13 | 0.65 | 0.16 | 0.84 | FALSE |
42 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | ACMSD | 0.04 | 0.01 | blup | 46 | 0.02 | 2.2e-03 | -6.8 | -8.8 | 1.7e-18 | -0.79 | 0.02 | 0.86 | FALSE |
43 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | DARS | 0.10 | 0.08 | enet | 14 | 0.11 | 5.5e-12 | -5.5 | -5.6 | 1.7e-08 | -0.43 | 0.01 | 0.99 | FALSE |
44 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | LCT | 0.04 | 0.02 | blup | 36 | 0.02 | 1.9e-03 | -5.4 | 6.0 | 1.6e-09 | 0.63 | 0.02 | 0.92 | FALSE |
45 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | TMEM163 | 0.17 | 0.21 | lasso | 5 | 0.20 | 1.6e-22 | -8.1 | 7.5 | 7.9e-14 | 0.67 | 0.12 | 0.88 | FALSE |
46 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | TMEM163 | 0.33 | 0.36 | enet | 18 | 0.37 | 4.7e-22 | -8.1 | 8.5 | 1.8e-17 | 0.66 | 0.12 | 0.88 | FALSE |
47 | The Cancer Genome Atlas | Liver Hepatocellular Carcinoma | TMEM163 | 0.09 | 0.06 | enet | 8 | 0.08 | 9.0e-05 | -3.5 | 7.0 | 3.5e-12 | 0.66 | 0.01 | 0.97 | FALSE |
48 | The Cancer Genome Atlas | Lung Adenocarcinoma | TMEM163 | 0.06 | 0.01 | blup | 191 | 0.04 | 2.6e-05 | -5.4 | 8.3 | 8.2e-17 | 0.63 | 0.03 | 0.97 | FALSE |
49 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | DARS | 0.02 | 0.02 | lasso | 2 | 0.02 | 3.9e-03 | -5.6 | -5.6 | 2.0e-08 | -0.47 | 0.01 | 0.93 | FALSE |
50 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | TMEM163 | 0.04 | 0.00 | blup | 190 | 0.02 | 6.1e-03 | -8.0 | 8.0 | 9.4e-16 | 0.65 | 0.07 | 0.90 | FALSE |
51 | The Cancer Genome Atlas | Pancreatic Adenocarcinoma | DARS | 0.08 | 0.10 | lasso | 4 | 0.09 | 8.8e-05 | -5.6 | -5.6 | 1.8e-08 | -0.46 | 0.02 | 0.95 | FALSE |
52 | The Cancer Genome Atlas | Prostate Adenocarcinoma | DARS | 0.04 | 0.02 | blup | 40 | 0.01 | 2.1e-02 | -5.3 | -5.8 | 7.6e-09 | -0.50 | 0.02 | 0.93 | FALSE |
53 | The Cancer Genome Atlas | Prostate Adenocarcinoma | TMEM163 | 0.07 | 0.07 | enet | 8 | 0.07 | 2.3e-07 | 8.7 | 8.8 | 2.0e-18 | 0.77 | 0.00 | 1.00 | FALSE |
54 | The Cancer Genome Atlas | Soft Tissue Sarcoma | DARS | 0.04 | 0.04 | blup | 40 | 0.04 | 1.6e-03 | -5.5 | -5.9 | 2.9e-09 | -0.52 | 0.02 | 0.93 | FALSE |
55 | The Cancer Genome Atlas | Soft Tissue Sarcoma | MCM6 | 0.10 | 0.04 | enet | 5 | 0.04 | 1.5e-03 | -3.1 | -5.6 | 1.9e-08 | -0.53 | 0.04 | 0.29 | FALSE |
56 | The Cancer Genome Atlas | Thyroid Carcinoma | TMEM163 | 0.14 | 0.14 | lasso | 8 | 0.18 | 2.4e-17 | -8.1 | 7.7 | 1.8e-14 | 0.65 | 0.13 | 0.87 | FALSE |