Best TWAS P=4.06e-17 · Best GWAS P=1.42e-14 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 | MAP1LC3A | 0.22 | 0.14 | blup | 309 | 0.19 | 3.9e-22 | -5.54 | 7.0 | 2.0e-12 | 0.02 | 0.16 | 0.84 | TRUE |
2 | GTEx | Adipose Subcutaneous | MAP1LC3A | 0.17 | 0.18 | enet | 22 | 0.19 | 2.1e-15 | 7.00 | 6.7 | 1.8e-11 | -0.01 | 0.07 | 0.93 | FALSE |
3 | GTEx | Adipose Subcutaneous | TGIF2 | 0.06 | 0.02 | enet | 8 | 0.02 | 6.5e-03 | 5.43 | 5.4 | 5.6e-08 | 0.01 | 0.01 | 0.94 | TRUE |
4 | GTEx | Adipose Subcutaneous | TSPY26P | 0.08 | 0.01 | lasso | 4 | 0.03 | 1.7e-03 | 2.56 | 5.8 | 5.6e-09 | -0.61 | 0.08 | 0.73 | FALSE |
5 | GTEx | Adipose Visceral Omentum | MAP1LC3A | 0.17 | 0.11 | enet | 62 | 0.10 | 4.7e-06 | 7.22 | 5.6 | 2.2e-08 | -0.02 | 0.05 | 0.95 | TRUE |
6 | GTEx | Artery Aorta | KIF3B | 0.15 | 0.00 | enet | 33 | 0.00 | 2.9e-01 | 1.07 | -5.3 | 1.1e-07 | 0.51 | 0.02 | 0.57 | FALSE |
7 | GTEx | Artery Aorta | MAP1LC3A | 0.19 | 0.22 | enet | 36 | 0.23 | 4.3e-13 | 7.06 | 7.7 | 1.3e-14 | 0.01 | 0.05 | 0.95 | FALSE |
8 | GTEx | Artery Aorta | TSPY26P | 0.13 | 0.00 | lasso | 7 | 0.00 | 5.7e-01 | -6.77 | 8.0 | 1.8e-15 | -0.60 | 0.04 | 0.39 | FALSE |
9 | GTEx | Artery Coronary | MAP1LC3A | 0.26 | 0.21 | lasso | 7 | 0.24 | 8.3e-09 | -7.28 | 7.5 | 7.4e-14 | -0.03 | 0.04 | 0.95 | FALSE |
10 | GTEx | Artery Tibial | MAP1LC3A | 0.13 | 0.15 | enet | 23 | 0.21 | 2.2e-16 | 6.91 | 7.0 | 2.0e-12 | 0.01 | 0.06 | 0.94 | FALSE |
11 | GTEx | Artery Tibial | PIGU | 0.05 | 0.05 | lasso | 3 | 0.04 | 2.2e-04 | -5.54 | 5.9 | 2.9e-09 | 0.00 | 0.19 | 0.76 | FALSE |
12 | GTEx | Brain Cerebellar Hemisphere | MAP1LC3A | 0.28 | 0.22 | lasso | 13 | 0.29 | 4.0e-08 | -7.23 | 6.7 | 2.8e-11 | -0.01 | 0.05 | 0.95 | FALSE |
13 | GTEx | Brain Cerebellar Hemisphere | ACSS2 | 0.22 | 0.17 | enet | 25 | 0.17 | 3.1e-05 | -4.34 | 5.5 | 4.0e-08 | 0.05 | 0.52 | 0.27 | TRUE |
14 | GTEx | Brain Cerebellum | MAP1LC3A | 0.30 | 0.31 | enet | 29 | 0.39 | 1.1e-12 | 7.00 | 6.1 | 1.0e-09 | 0.01 | 0.06 | 0.94 | FALSE |
15 | GTEx | Brain Cerebellum | TSPY26P | 0.25 | 0.06 | lasso | 6 | 0.15 | 2.9e-05 | -5.92 | 6.2 | 6.4e-10 | -0.71 | 0.06 | 0.50 | FALSE |
16 | GTEx | Brain Cerebellum | RP4-614O4.12 | 0.20 | 0.05 | lasso | 5 | 0.03 | 3.7e-02 | 6.16 | -6.3 | 3.5e-10 | 0.01 | 0.01 | 0.96 | FALSE |
17 | GTEx | Brain Cortex | GSS | 0.14 | 0.02 | lasso | 3 | 0.00 | 3.7e-01 | -5.54 | 5.4 | 7.1e-08 | -0.01 | 0.06 | 0.57 | FALSE |
18 | GTEx | Brain Cortex | MAP1LC3A | 0.39 | 0.26 | enet | 16 | 0.33 | 6.6e-10 | -7.23 | 6.7 | 2.4e-11 | 0.00 | 0.05 | 0.95 | FALSE |
19 | GTEx | Brain Frontal Cortex BA9 | MAP1LC3A | 0.18 | 0.17 | lasso | 4 | 0.16 | 5.3e-05 | -5.05 | 5.2 | 2.1e-07 | 0.02 | 0.29 | 0.46 | FALSE |
20 | GTEx | Breast Mammary Tissue | ITCH | 0.09 | 0.04 | enet | 28 | 0.09 | 2.5e-05 | 6.90 | -6.6 | 4.8e-11 | -0.01 | 0.07 | 0.92 | FALSE |
21 | GTEx | Breast Mammary Tissue | MAP1LC3A | 0.16 | 0.15 | enet | 19 | 0.14 | 1.8e-07 | -7.26 | 7.1 | 1.3e-12 | -0.02 | 0.04 | 0.96 | TRUE |
22 | GTEx | Breast Mammary Tissue (Male) | MAP1LC3A | 0.13 | 0.05 | enet | 12 | 0.00 | 3.4e-01 | -5.69 | 6.2 | 4.4e-10 | 0.01 | 0.05 | 0.35 | FALSE |
23 | GTEx | Breast Mammary Tissue (Female) | ITCH | 0.09 | 0.02 | enet | 16 | 0.06 | 8.2e-03 | -4.43 | -7.2 | 7.6e-13 | -0.01 | 0.09 | 0.59 | TRUE |
24 | GTEx | Breast Mammary Tissue (Female) | MAP1LC3A | 0.12 | 0.05 | lasso | 10 | 0.05 | 1.0e-02 | 7.00 | 6.7 | 2.7e-11 | -0.02 | 0.06 | 0.86 | FALSE |
25 | GTEx | Breast Mammary Tissue (Female) | RP5-1085F17.3 | 0.01 | -0.01 | enet | 20 | 0.00 | 3.1e-01 | 0.71 | 6.2 | 4.2e-10 | -0.12 | 0.04 | 0.05 | FALSE |
26 | GTEx | Cells Transformed fibroblasts | MAP1LC3A | 0.07 | 0.07 | enet | 19 | 0.06 | 3.4e-05 | 7.04 | 6.9 | 4.7e-12 | -0.02 | 0.06 | 0.94 | FALSE |
27 | GTEx | Cells Transformed fibroblasts | TSPY26P | 0.07 | 0.05 | lasso | 5 | 0.03 | 1.2e-03 | -7.69 | 7.7 | 1.5e-14 | -0.98 | 0.01 | 0.96 | FALSE |
28 | GTEx | Colon Sigmoid | MAP1LC3A | 0.10 | 0.04 | enet | 19 | 0.10 | 3.1e-04 | 7.22 | 6.7 | 1.9e-11 | 0.01 | 0.06 | 0.91 | TRUE |
29 | GTEx | Colon Sigmoid | PIGU | 0.13 | 0.09 | enet | 10 | 0.12 | 6.9e-05 | -4.32 | 5.3 | 1.4e-07 | 0.03 | 0.38 | 0.28 | FALSE |
30 | GTEx | Colon Transverse | MAP1LC3A | 0.15 | 0.14 | lasso | 3 | 0.09 | 3.2e-05 | 7.06 | 7.5 | 7.1e-14 | -0.02 | 0.05 | 0.94 | FALSE |
31 | GTEx | Esophagus Gastroesophageal Junction | MAP1LC3A | 0.14 | 0.09 | enet | 9 | 0.07 | 1.4e-03 | -7.28 | 7.8 | 8.0e-15 | -0.03 | 0.05 | 0.92 | TRUE |
32 | GTEx | Esophagus Mucosa | TSPY26P | 0.13 | 0.00 | enet | 8 | 0.02 | 1.3e-02 | -3.73 | 7.7 | 1.5e-14 | -0.57 | 0.05 | 0.27 | TRUE |
33 | GTEx | Esophagus Muscularis | ITCH | 0.07 | 0.02 | lasso | 3 | 0.01 | 6.3e-02 | 4.71 | -6.3 | 2.4e-10 | 0.01 | 0.06 | 0.86 | FALSE |
34 | GTEx | Esophagus Muscularis | MAP1LC3A | 0.18 | 0.19 | enet | 28 | 0.23 | 2.3e-14 | 7.06 | 7.2 | 8.3e-13 | 0.00 | 0.06 | 0.94 | FALSE |
35 | GTEx | Heart Atrial Appendage | MAP1LC3A | 0.12 | 0.09 | enet | 16 | 0.16 | 1.4e-07 | 4.73 | 6.2 | 4.4e-10 | 0.01 | 0.12 | 0.88 | TRUE |
36 | GTEx | Heart Left Ventricle | MAP1LC3A | 0.12 | 0.11 | lasso | 14 | 0.13 | 1.8e-07 | -4.87 | 6.3 | 3.7e-10 | 0.02 | 0.19 | 0.81 | FALSE |
37 | GTEx | Lung | MAP1LC3A | 0.08 | 0.09 | lasso | 2 | 0.09 | 1.6e-07 | 7.00 | 7.0 | 2.6e-12 | -0.03 | 0.07 | 0.93 | FALSE |
38 | GTEx | Muscle Skeletal | GSS | 0.04 | 0.05 | enet | 11 | 0.03 | 2.7e-04 | -5.70 | 5.6 | 2.4e-08 | 0.06 | 0.82 | 0.08 | FALSE |
39 | GTEx | Muscle Skeletal | MAP1LC3A | 0.03 | 0.03 | lasso | 3 | 0.03 | 7.1e-04 | 6.90 | 6.8 | 9.4e-12 | 0.00 | 0.06 | 0.92 | FALSE |
40 | GTEx | Muscle Skeletal | GGT7 | 0.07 | 0.02 | enet | 26 | 0.03 | 7.2e-04 | 3.86 | 5.5 | 4.0e-08 | 0.04 | 0.48 | 0.48 | FALSE |
41 | GTEx | Muscle Skeletal | ACSS2 | 0.04 | 0.04 | enet | 12 | 0.04 | 3.1e-05 | 3.25 | 5.3 | 1.2e-07 | 0.01 | 0.25 | 0.70 | FALSE |
42 | GTEx | Nerve Tibial | MAP1LC3A | 0.19 | 0.24 | enet | 18 | 0.22 | 1.0e-15 | -7.30 | 7.2 | 6.1e-13 | -0.03 | 0.03 | 0.97 | FALSE |
43 | GTEx | Nerve Tibial | RP5-1085F17.3 | 0.12 | 0.02 | enet | 16 | 0.08 | 4.2e-06 | 2.70 | 5.4 | 7.1e-08 | -0.18 | 0.37 | 0.02 | FALSE |
44 | GTEx | Ovary | MAP1LC3A | 0.10 | 0.03 | lasso | 5 | 0.08 | 6.3e-03 | 6.43 | 6.1 | 8.7e-10 | -0.01 | 0.08 | 0.53 | FALSE |
45 | GTEx | Ovary | RP4-614O4.12 | 0.23 | 0.13 | lasso | 3 | 0.19 | 2.3e-05 | -4.34 | -5.2 | 2.4e-07 | -0.01 | 0.14 | 0.13 | FALSE |
46 | GTEx | Pancreas | MAP1LC3A | 0.06 | 0.09 | lasso | 4 | 0.08 | 3.0e-04 | 7.24 | 7.0 | 2.2e-12 | -0.03 | 0.05 | 0.92 | FALSE |
47 | GTEx | Pituitary | MAP1LC3A | 0.26 | 0.29 | enet | 19 | 0.29 | 5.9e-08 | 7.09 | 7.3 | 3.4e-13 | -0.03 | 0.04 | 0.96 | FALSE |
48 | GTEx | Prostate | MAP1LC3A | 0.33 | 0.26 | lasso | 8 | 0.31 | 1.6e-08 | 7.06 | 7.0 | 2.5e-12 | 0.00 | 0.06 | 0.93 | FALSE |
49 | GTEx | Skin Not Sun Exposed Suprapubic | RP5-1085F17.3 | 0.29 | 0.16 | lasso | 4 | 0.17 | 2.0e-09 | 5.24 | 5.7 | 1.5e-08 | -0.06 | 0.96 | 0.00 | TRUE |
50 | GTEx | Skin Sun Exposed Lower leg | ITCH | 0.04 | 0.04 | enet | 11 | 0.04 | 6.3e-04 | -7.26 | -7.4 | 1.0e-13 | 0.02 | 0.04 | 0.95 | FALSE |
51 | GTEx | Skin Sun Exposed Lower leg | UQCC1 | 0.19 | 0.13 | enet | 16 | 0.10 | 8.1e-09 | 3.84 | -5.2 | 2.4e-07 | 0.00 | 0.93 | 0.04 | FALSE |
52 | GTEx | Skin Sun Exposed Lower leg | MAP1LC3A | 0.03 | 0.04 | lasso | 3 | 0.04 | 4.7e-04 | -5.69 | 5.9 | 4.1e-09 | 0.02 | 0.14 | 0.74 | FALSE |
53 | GTEx | Skin Sun Exposed Lower leg | RP5-1085F17.3 | 0.20 | 0.16 | lasso | 1 | 0.15 | 1.3e-12 | 5.24 | 5.2 | 1.6e-07 | -0.05 | 1.00 | 0.00 | FALSE |
54 | GTEx | Spleen | MAP1LC3A | 0.28 | 0.05 | enet | 14 | 0.13 | 3.4e-04 | 6.43 | 6.1 | 1.1e-09 | 0.01 | 0.06 | 0.65 | FALSE |
55 | GTEx | Stomach | MAP1LC3A | 0.10 | 0.04 | enet | 10 | 0.05 | 1.3e-03 | -7.30 | 7.5 | 6.5e-14 | -0.03 | 0.05 | 0.86 | FALSE |
56 | GTEx | Testis | MAP1LC3A | 0.42 | 0.38 | enet | 33 | 0.40 | 3.0e-19 | 7.23 | 7.7 | 1.2e-14 | -0.03 | 0.05 | 0.95 | FALSE |
57 | GTEx | Testis | PIGU | 0.38 | 0.48 | lasso | 6 | 0.47 | 1.9e-23 | -5.54 | 5.8 | 6.1e-09 | 0.02 | 1.00 | 0.00 | FALSE |
58 | GTEx | Thyroid | MAP1LC3A | 0.17 | 0.27 | enet | 19 | 0.26 | 2.7e-20 | 7.04 | 7.0 | 2.5e-12 | -0.02 | 0.13 | 0.87 | FALSE |
59 | GTEx | Thyroid | C20orf112 | 0.05 | 0.00 | lasso | 5 | 0.00 | 1.4e-01 | -7.66 | 7.1 | 8.8e-13 | -0.89 | 0.03 | 0.79 | TRUE |
60 | GTEx | Vagina | RSL24D1P6 | 0.44 | -0.01 | lasso | 13 | 0.00 | 2.5e-01 | -6.94 | 8.4 | 4.1e-17 | -0.70 | 0.03 | 0.58 | TRUE |
61 | GTEx | Whole Blood | MAP1LC3A | 0.05 | 0.03 | enet | 15 | 0.00 | 1.8e-01 | 6.91 | 7.3 | 3.3e-13 | -0.03 | 0.07 | 0.87 | FALSE |
62 | METSIM | Adipose | EIF6 | 0.07 | 0.02 | bslmm | 343 | 0.04 | 2.7e-07 | 3.76 | 6.4 | 2.1e-10 | 0.04 | 0.80 | 0.16 | TRUE |
63 | METSIM | Adipose | MAP1LC3A | 0.05 | 0.06 | blup | 309 | 0.06 | 7.2e-09 | 7.27 | 7.5 | 5.0e-14 | -0.04 | 0.04 | 0.96 | TRUE |
64 | METSIM | Adipose | MAPRE1 | 0.03 | 0.02 | lasso | 5 | 0.02 | 1.6e-03 | 5.24 | -5.3 | 1.3e-07 | 0.05 | 0.72 | 0.01 | FALSE |
65 | METSIM | Adipose | PROCR | 0.04 | 0.00 | bslmm | 351 | 0.01 | 2.4e-02 | 3.67 | -5.3 | 1.4e-07 | -0.05 | 0.07 | 0.74 | TRUE |
66 | ROSMAP | Brain Pre-frontal Cortex | MAP1LC3A | 0.33 | 0.51 | lasso | 7 | 0.56 | 1.4e-87 | -5.54 | 6.5 | 9.0e-11 | -0.01 | 1.00 | 0.00 | FALSE |
67 | ROSMAP | Brain Pre-frontal Cortex | RALY | 0.09 | 0.16 | lasso | 7 | 0.15 | 2.7e-18 | -5.87 | -6.6 | 5.8e-11 | 0.00 | 1.00 | 0.00 | TRUE |
68 | ROSMAP | Brain Pre-frontal Cortex | BAK1P1 | 0.30 | 0.20 | lasso | 6 | 0.22 | 5.7e-28 | -5.95 | 5.5 | 3.2e-08 | 0.04 | 1.00 | 0.00 | FALSE |
69 | ROSMAP | Brain Pre-frontal Cortex | C20orf203 | 0.35 | 0.25 | enet | 14 | 0.27 | 1.8e-34 | -5.86 | -6.5 | 7.6e-11 | 0.00 | 1.00 | 0.00 | TRUE |
70 | The Cancer Genome Atlas | Bladder Urothelial Carcinoma | C20orf24 | 0.06 | 0.01 | blup | 20 | 0.02 | 1.2e-02 | -5.51 | 5.2 | 2.1e-07 | 0.06 | 0.00 | 0.87 | TRUE |
71 | The Cancer Genome Atlas | Breast Invasive Carcinoma | C20orf203 | 0.02 | 0.01 | enet | 4 | 0.02 | 1.6e-04 | -5.86 | -5.7 | 9.9e-09 | -0.01 | 0.18 | 0.07 | FALSE |
72 | The Cancer Genome Atlas | Glioblastoma Multiforme | UQCC | 0.15 | 0.02 | blup | 67 | 0.04 | 2.0e-02 | 4.72 | -5.6 | 2.3e-08 | 0.02 | 0.01 | 0.41 | FALSE |
73 | The Cancer Genome Atlas | Brain Lower Grade Glioma | C20orf203 | 0.06 | 0.06 | blup | 48 | 0.05 | 1.6e-06 | 4.13 | -6.4 | 1.3e-10 | 0.05 | 0.86 | 0.04 | FALSE |
74 | The Cancer Genome Atlas | Brain Lower Grade Glioma | MAP1LC3A | 0.02 | 0.03 | lasso | 3 | 0.02 | 8.3e-04 | -7.29 | 7.3 | 3.0e-13 | -0.04 | 0.01 | 0.98 | FALSE |
75 | The Cancer Genome Atlas | Prostate Adenocarcinoma | C20orf203 | 0.04 | 0.03 | blup | 48 | 0.02 | 3.7e-03 | -5.74 | -5.3 | 1.0e-07 | 0.01 | 0.03 | 0.23 | FALSE |
76 | The Cancer Genome Atlas | Stomach Adenocarcinoma | GDF5 | 0.09 | 0.04 | enet | 13 | 0.05 | 2.4e-04 | 4.47 | 5.2 | 2.1e-07 | -0.05 | 0.05 | 0.63 | FALSE |
77 | The Cancer Genome Atlas | Testicular Germ Cell Tumors | PIGU | 0.10 | 0.10 | lasso | 2 | 0.10 | 2.8e-04 | -4.88 | 5.1 | 2.8e-07 | 0.03 | 0.18 | 0.33 | FALSE |
78 | The Cancer Genome Atlas | Thyroid Carcinoma | ITCH | 0.04 | 0.06 | blup | 64 | 0.06 | 8.4e-07 | -7.23 | 7.0 | 3.2e-12 | -0.03 | 0.03 | 0.96 | FALSE |