Best TWAS P=1.12e-64 · Best GWAS P=1.06e-94 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 | ADAMTS17 | 0.15 | 0.00 | blup | 728 | 0.07 | 2.2e-09 | 12.86 | -7.9 | 3.2e-15 | -0.41 | 0.09 | 0.74 | FALSE |
2 | CommonMind | Brain Pre-frontal Cortex | LYSMD4 | 0.23 | 0.13 | enet | 26 | 0.20 | 1.9e-23 | -5.78 | -6.5 | 8.3e-11 | -0.03 | 1.00 | 0.00 | FALSE |
3 | GTEx | Adipose Subcutaneous | ADAMTS17 | 0.14 | 0.00 | enet | 19 | 0.02 | 5.0e-03 | 15.80 | -15.1 | 8.6e-52 | -0.27 | 0.23 | 0.03 | TRUE |
4 | GTEx | Adipose Subcutaneous | LYSMD4 | 0.15 | 0.07 | lasso | 5 | 0.06 | 2.2e-05 | -5.78 | -6.2 | 4.9e-10 | 0.00 | 0.99 | 0.00 | FALSE |
5 | GTEx | Adipose Subcutaneous | CTD-3076O17.1 | 0.22 | 0.05 | lasso | 6 | 0.04 | 2.9e-04 | -8.99 | -11.6 | 2.9e-31 | 0.00 | 0.80 | 0.02 | TRUE |
6 | GTEx | Adipose Visceral Omentum | ADAMTS17 | 0.20 | 0.00 | enet | 20 | 0.05 | 2.2e-03 | -11.65 | -15.4 | 3.0e-53 | -0.55 | 0.11 | 0.22 | TRUE |
7 | GTEx | Adipose Visceral Omentum | CTD-3076O17.1 | 0.21 | 0.00 | lasso | 6 | 0.00 | 6.2e-01 | -11.24 | -17.0 | 1.1e-64 | -0.12 | 0.10 | 0.23 | TRUE |
8 | GTEx | Adrenal Gland | LYSMD4 | 0.33 | 0.23 | lasso | 6 | 0.21 | 4.4e-08 | -4.79 | -6.2 | 7.8e-10 | -0.02 | 0.81 | 0.02 | TRUE |
9 | GTEx | Artery Aorta | LYSMD4 | 0.17 | 0.13 | lasso | 3 | 0.18 | 4.7e-10 | -5.78 | -5.7 | 1.2e-08 | 0.00 | 0.99 | 0.00 | FALSE |
10 | GTEx | Artery Aorta | CTD-3076O17.1 | 0.34 | 0.02 | lasso | 8 | 0.06 | 4.8e-04 | -8.99 | -6.3 | 3.5e-10 | 0.10 | 0.55 | 0.02 | TRUE |
11 | GTEx | Artery Tibial | ADAMTS17 | 0.15 | 0.01 | lasso | 5 | 0.00 | 1.4e-01 | -0.33 | -5.7 | 9.7e-09 | -0.01 | 0.14 | 0.04 | FALSE |
12 | GTEx | Artery Tibial | CTD-3076O17.1 | 0.18 | 0.08 | lasso | 10 | 0.06 | 9.2e-06 | -8.99 | -7.3 | 2.8e-13 | 0.09 | 0.98 | 0.00 | FALSE |
13 | GTEx | Brain Cerebellum | LYSMD4 | 0.27 | 0.28 | lasso | 4 | 0.23 | 1.8e-07 | -5.78 | -5.9 | 3.8e-09 | 0.01 | 0.70 | 0.03 | FALSE |
14 | GTEx | Brain Frontal Cortex BA9 | LYSMD4 | 0.32 | 0.21 | lasso | 4 | 0.17 | 3.7e-05 | -5.78 | -5.8 | 5.0e-09 | 0.01 | 0.12 | 0.14 | TRUE |
15 | GTEx | Brain Frontal Cortex BA9 | RP11-526I2.5 | 0.52 | 0.25 | lasso | 10 | 0.32 | 2.6e-09 | -1.99 | 6.3 | 2.7e-10 | 0.15 | 0.69 | 0.02 | TRUE |
16 | GTEx | Brain Nucleus accumbens basal ganglia | LYSMD4 | 0.22 | 0.22 | lasso | 4 | 0.15 | 7.5e-05 | -5.78 | -5.3 | 1.4e-07 | 0.01 | 0.23 | 0.05 | FALSE |
17 | GTEx | Brain Putamen basal ganglia | LYSMD4 | 0.32 | 0.03 | enet | 15 | 0.11 | 1.2e-03 | -2.36 | -8.3 | 8.9e-17 | -0.24 | 0.08 | 0.07 | TRUE |
18 | GTEx | Breast Mammary Tissue | CTD-3076O17.1 | 0.29 | -0.01 | enet | 23 | 0.07 | 1.7e-04 | -0.20 | -5.4 | 6.0e-08 | 0.03 | 0.14 | 0.04 | TRUE |
19 | GTEx | Breast Mammary Tissue (Female) | LYSMD4 | 0.22 | 0.00 | lasso | 5 | 0.03 | 3.5e-02 | -5.78 | -6.0 | 2.3e-09 | 0.01 | 0.13 | 0.05 | FALSE |
20 | GTEx | Breast Mammary Tissue (Female) | CTD-3076O17.1 | 0.29 | -0.01 | lasso | 5 | 0.00 | 3.2e-01 | -11.32 | -10.9 | 9.0e-28 | 0.07 | 0.07 | 0.05 | FALSE |
21 | GTEx | Breast Mammary Tissue (Female) | CTD-2054N24.2 | 0.09 | 0.00 | enet | 12 | 0.15 | 2.8e-05 | 0.97 | -8.8 | 1.6e-18 | -0.38 | 0.08 | 0.21 | TRUE |
22 | GTEx | Cells EBV-transformed lymphocytes | RP11-526I2.5 | 0.41 | 0.24 | lasso | 7 | 0.25 | 1.0e-08 | -3.36 | 6.1 | 9.7e-10 | 0.27 | 0.63 | 0.12 | FALSE |
23 | GTEx | Cells Transformed fibroblasts | LRRK1 | 0.20 | 0.07 | lasso | 3 | 0.10 | 6.7e-08 | -8.44 | -8.9 | 4.4e-19 | 0.00 | 0.95 | 0.00 | FALSE |
24 | GTEx | Colon Sigmoid | LYSMD4 | 0.20 | 0.06 | lasso | 4 | 0.09 | 5.2e-04 | -5.78 | -5.9 | 4.1e-09 | -0.01 | 0.26 | 0.09 | FALSE |
25 | GTEx | Colon Sigmoid | CTD-3076O17.1 | 0.25 | 0.15 | lasso | 5 | 0.09 | 3.5e-04 | -11.35 | -10.1 | 8.0e-24 | 0.09 | 0.23 | 0.04 | FALSE |
26 | GTEx | Esophagus Gastroesophageal Junction | LYSMD4 | 0.20 | 0.15 | enet | 11 | 0.16 | 2.9e-06 | -5.78 | -9.2 | 3.6e-20 | -0.02 | 0.28 | 0.04 | TRUE |
27 | GTEx | Esophagus Mucosa | LRRK1 | 0.21 | 0.07 | lasso | 7 | 0.07 | 1.5e-05 | 6.01 | -6.5 | 8.9e-11 | -0.02 | 0.88 | 0.00 | FALSE |
28 | GTEx | Esophagus Mucosa | CTD-3076O17.1 | 0.28 | 0.10 | lasso | 6 | 0.11 | 4.7e-08 | -11.20 | -9.9 | 3.6e-23 | 0.11 | 1.00 | 0.00 | FALSE |
29 | GTEx | Esophagus Muscularis | CTD-3076O17.1 | 0.28 | 0.11 | lasso | 6 | 0.10 | 6.2e-07 | -11.35 | -9.5 | 1.7e-21 | 0.09 | 0.96 | 0.00 | TRUE |
30 | GTEx | Heart Atrial Appendage | ADAMTS17 | 0.22 | 0.00 | lasso | 4 | 0.09 | 9.6e-05 | -9.01 | -14.0 | 1.6e-44 | -0.21 | 0.12 | 0.08 | TRUE |
31 | GTEx | Heart Atrial Appendage | LYSMD4 | 0.19 | 0.15 | enet | 32 | 0.10 | 1.9e-05 | -5.78 | -5.9 | 4.2e-09 | 0.06 | 0.61 | 0.02 | FALSE |
32 | GTEx | Heart Atrial Appendage | CTD-3076O17.1 | 0.25 | 0.11 | enet | 24 | 0.17 | 3.8e-08 | -9.87 | -11.8 | 3.0e-32 | -0.08 | 0.72 | 0.02 | FALSE |
33 | GTEx | Heart Atrial Appendage | RP11-526I2.5 | 0.47 | 0.39 | enet | 23 | 0.37 | 8.9e-18 | -1.99 | 5.3 | 1.1e-07 | 0.18 | 1.00 | 0.00 | FALSE |
34 | GTEx | Lung | CTD-3076O17.1 | 0.15 | 0.09 | enet | 13 | 0.09 | 2.8e-07 | -11.20 | -11.9 | 2.1e-32 | 0.08 | 1.00 | 0.00 | TRUE |
35 | GTEx | Muscle Skeletal | LYSMD4 | 0.14 | 0.11 | lasso | 7 | 0.14 | 3.8e-13 | -5.78 | -5.3 | 1.3e-07 | -0.01 | 1.00 | 0.00 | TRUE |
36 | GTEx | Nerve Tibial | LYSMD4 | 0.41 | 0.24 | enet | 49 | 0.32 | 2.2e-23 | -5.78 | -5.3 | 9.3e-08 | 0.02 | 1.00 | 0.00 | FALSE |
37 | GTEx | Pancreas | LRRK1 | 0.48 | 0.08 | lasso | 10 | 0.04 | 1.1e-02 | 6.02 | -7.3 | 2.5e-13 | 0.03 | 0.13 | 0.18 | FALSE |
38 | GTEx | Pancreas | CTD-3076O17.1 | 0.24 | 0.11 | enet | 6 | 0.11 | 2.7e-05 | -10.70 | -11.4 | 3.5e-30 | 0.09 | 0.53 | 0.02 | FALSE |
39 | GTEx | Pituitary | LYSMD4 | 0.30 | 0.19 | enet | 6 | 0.30 | 2.6e-08 | -5.78 | -6.5 | 9.3e-11 | 0.00 | 0.47 | 0.03 | FALSE |
40 | GTEx | Skin Not Sun Exposed Suprapubic | LYSMD4 | 0.24 | 0.20 | lasso | 5 | 0.23 | 7.3e-13 | -6.08 | -6.3 | 3.7e-10 | -0.02 | 1.00 | 0.00 | FALSE |
41 | GTEx | Skin Sun Exposed Lower leg | LRRK1 | 0.25 | 0.06 | enet | 22 | 0.14 | 6.7e-12 | -4.98 | -8.9 | 3.9e-19 | 0.01 | 1.00 | 0.00 | TRUE |
42 | GTEx | Skin Sun Exposed Lower leg | LYSMD4 | 0.23 | 0.11 | enet | 20 | 0.18 | 7.5e-15 | -5.78 | -6.3 | 3.0e-10 | 0.00 | 1.00 | 0.00 | FALSE |
43 | GTEx | Skin Sun Exposed Lower leg | CTD-3076O17.1 | 0.15 | 0.10 | enet | 18 | 0.12 | 1.5e-10 | -11.20 | -8.8 | 1.1e-18 | 0.12 | 1.00 | 0.00 | FALSE |
44 | GTEx | Spleen | LINS | 0.56 | 0.33 | lasso | 6 | 0.40 | 3.4e-11 | 2.85 | -5.5 | 4.6e-08 | -0.21 | 0.96 | 0.01 | FALSE |
45 | GTEx | Testis | ADAMTS17 | 0.30 | 0.24 | lasso | 2 | 0.22 | 6.7e-10 | -11.41 | -11.5 | 1.2e-30 | 0.09 | 1.00 | 0.00 | FALSE |
46 | GTEx | Testis | LYSMD4 | 0.25 | 0.13 | lasso | 5 | 0.16 | 8.6e-08 | 4.39 | -5.2 | 1.6e-07 | 0.01 | 0.97 | 0.00 | FALSE |
47 | GTEx | Testis | TARSL2 | 0.20 | 0.00 | enet | 26 | 0.10 | 2.6e-05 | 2.83 | -7.5 | 4.3e-14 | 0.00 | 0.10 | 0.22 | TRUE |
48 | GTEx | Testis | CTD-3076O17.1 | 0.45 | 0.17 | enet | 19 | 0.14 | 1.0e-06 | -11.41 | -10.6 | 3.1e-26 | 0.07 | 0.90 | 0.00 | FALSE |
49 | GTEx | Thyroid | RP11-505E24.2 | 0.15 | 0.01 | lasso | 3 | 0.00 | 4.3e-01 | -1.59 | -5.8 | 7.6e-09 | 0.00 | 0.16 | 0.04 | FALSE |
50 | GTEx | Whole Blood | LYSMD4 | 0.11 | 0.01 | enet | 5 | 0.03 | 1.7e-03 | -2.00 | -5.3 | 1.5e-07 | 0.00 | 0.49 | 0.03 | TRUE |
51 | METSIM | Adipose | LINS | 0.07 | 0.04 | lasso | 9 | 0.02 | 1.4e-04 | 2.75 | -6.1 | 1.2e-09 | -0.17 | 0.99 | 0.00 | FALSE |
52 | METSIM | Adipose | LRRK1 | 0.06 | 0.06 | lasso | 3 | 0.05 | 6.7e-08 | 6.01 | -5.9 | 4.2e-09 | -0.04 | 1.00 | 0.00 | FALSE |
53 | METSIM | Adipose | LYSMD4 | 0.23 | 0.14 | enet | 57 | 0.21 | 2.6e-31 | -6.08 | -5.7 | 1.3e-08 | -0.08 | 1.00 | 0.00 | FALSE |
54 | YFS | Blood | IGF1R | 0.14 | 0.09 | enet | 25 | 0.12 | 6.8e-36 | 8.05 | -8.7 | 3.9e-18 | -0.02 | 1.00 | 0.00 | TRUE |
55 | YFS | Blood | LRRK1 | 0.24 | 0.16 | lasso | 5 | 0.23 | 4.4e-73 | 6.01 | -9.1 | 1.1e-19 | -0.02 | 1.00 | 0.00 | FALSE |
56 | The Cancer Genome Atlas | Colon Adenocarcinoma | LYSMD4 | 0.07 | 0.03 | blup | 57 | 0.02 | 3.0e-02 | -5.78 | -7.3 | 2.0e-13 | 0.00 | 0.01 | 0.83 | FALSE |
57 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | LYSMD4 | 0.14 | 0.07 | lasso | 6 | 0.10 | 1.8e-11 | -6.08 | -5.8 | 8.1e-09 | -0.02 | 0.00 | 1.00 | FALSE |
58 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | PCSK6 | 0.09 | 0.00 | blup | 236 | 0.03 | 1.0e-04 | 1.38 | -6.4 | 1.2e-10 | 0.08 | 0.05 | 0.04 | TRUE |
59 | The Cancer Genome Atlas | Brain Lower Grade Glioma | LRRK1 | 0.07 | 0.05 | lasso | 3 | 0.04 | 1.3e-05 | -9.39 | -10.5 | 1.3e-25 | 0.02 | 0.00 | 0.99 | TRUE |
60 | The Cancer Genome Atlas | Brain Lower Grade Glioma | LYSMD4 | 0.10 | 0.07 | blup | 57 | 0.11 | 7.7e-13 | -6.08 | -5.7 | 1.5e-08 | -0.01 | 0.00 | 1.00 | TRUE |
61 | The Cancer Genome Atlas | Lung Adenocarcinoma | IGF1R | 0.07 | 0.05 | enet | 18 | 0.03 | 1.4e-04 | -3.66 | 7.9 | 3.9e-15 | 0.06 | 0.52 | 0.04 | TRUE |
62 | The Cancer Genome Atlas | Prostate Adenocarcinoma | LRRK1 | 0.08 | 0.04 | lasso | 8 | 0.07 | 1.7e-07 | 0.49 | -5.3 | 1.3e-07 | -0.04 | 0.69 | 0.12 | FALSE |
63 | The Cancer Genome Atlas | Stomach Adenocarcinoma | LYSMD4 | 0.05 | 0.02 | blup | 59 | 0.01 | 5.0e-02 | -4.79 | -6.6 | 4.0e-11 | 0.01 | 0.01 | 0.81 | TRUE |
64 | The Cancer Genome Atlas | Testicular Germ Cell Tumors | LINS1 | 0.27 | 0.04 | lasso | 6 | 0.13 | 2.7e-05 | -1.99 | -5.7 | 1.6e-08 | -0.15 | 0.53 | 0.06 | FALSE |
65 | The Cancer Genome Atlas | Thyroid Carcinoma | ADAMTS17 | 0.17 | 0.01 | blup | 279 | 0.05 | 5.2e-06 | -0.16 | -5.9 | 2.8e-09 | -0.28 | 0.13 | 0.04 | TRUE |