Best TWAS P=7.45e-21 · Best GWAS P=6.9e-27 conditioned to 9.21e-19
# | 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 | MAN2C1 | 0.13 | 0.17 | lasso | 5 | 0.18 | 2.5e-21 | 6.0 | 6.0 | 1.8e-09 | 0.10 | 0.17 | 0.83 | FALSE |
2 | GTEx | Adipose Subcutaneous | NEIL1 | 0.05 | 0.03 | lasso | 5 | 0.02 | 1.6e-02 | 6.0 | 6.6 | 4.1e-11 | 0.11 | 0.11 | 0.87 | FALSE |
3 | GTEx | Adipose Subcutaneous | MAN2C1 | 0.36 | 0.54 | enet | 18 | 0.54 | 2.7e-52 | 6.0 | 5.5 | 3.3e-08 | 0.10 | 0.17 | 0.83 | FALSE |
4 | GTEx | Adipose Visceral Omentum | NEIL1 | 0.09 | 0.03 | lasso | 3 | 0.05 | 2.0e-03 | 6.1 | 5.8 | 5.7e-09 | 0.08 | 0.13 | 0.71 | FALSE |
5 | GTEx | Adipose Visceral Omentum | MAN2C1 | 0.46 | 0.52 | lasso | 5 | 0.52 | 1.8e-31 | 6.0 | 6.0 | 2.4e-09 | 0.09 | 0.15 | 0.85 | FALSE |
6 | GTEx | Adrenal Gland | MAN2C1 | 0.20 | 0.24 | lasso | 6 | 0.21 | 4.3e-08 | 6.0 | 6.1 | 1.4e-09 | 0.12 | 0.14 | 0.86 | FALSE |
7 | GTEx | Adrenal Gland | SNUPN | 0.17 | 0.05 | enet | 17 | 0.11 | 1.3e-04 | -1.9 | 5.3 | 8.9e-08 | 0.07 | 0.06 | 0.15 | FALSE |
8 | GTEx | Artery Aorta | MAN2C1 | 0.48 | 0.60 | lasso | 5 | 0.59 | 7.1e-40 | 6.1 | 6.1 | 1.3e-09 | 0.11 | 0.12 | 0.88 | FALSE |
9 | GTEx | Artery Coronary | MAN2C1 | 0.54 | 0.39 | lasso | 7 | 0.35 | 1.7e-12 | 6.1 | 5.9 | 4.3e-09 | 0.09 | 0.13 | 0.87 | FALSE |
10 | GTEx | Artery Tibial | MAN2C1 | 0.33 | 0.45 | lasso | 4 | 0.44 | 9.2e-38 | 6.1 | 6.1 | 1.2e-09 | 0.10 | 0.14 | 0.86 | FALSE |
11 | GTEx | Artery Tibial | CLK3 | 0.06 | 0.02 | lasso | 7 | 0.02 | 1.8e-02 | -6.1 | 6.1 | 9.8e-10 | 0.08 | 0.05 | 0.87 | TRUE |
12 | GTEx | Artery Tibial | LOXL1-AS1 | 0.12 | 0.11 | enet | 19 | 0.12 | 2.4e-09 | -8.1 | 6.3 | 2.3e-10 | -0.49 | 0.98 | 0.01 | FALSE |
13 | GTEx | Brain Caudate basal ganglia | MAN2C1 | 0.23 | 0.24 | enet | 20 | 0.22 | 7.9e-07 | 6.1 | 5.5 | 3.0e-08 | 0.07 | 0.12 | 0.85 | FALSE |
14 | GTEx | Brain Cerebellar Hemisphere | MAN2C1 | 0.23 | 0.15 | lasso | 5 | 0.15 | 1.2e-04 | 6.8 | 7.2 | 6.2e-13 | 0.11 | 0.01 | 0.96 | TRUE |
15 | GTEx | Brain Frontal Cortex BA9 | MAN2C1 | 0.27 | 0.25 | lasso | 3 | 0.21 | 2.8e-06 | 6.1 | 6.1 | 8.1e-10 | 0.10 | 0.14 | 0.84 | FALSE |
16 | GTEx | Brain Hippocampus | MAN2C1 | 0.21 | 0.26 | lasso | 3 | 0.26 | 9.4e-07 | 6.0 | 6.1 | 1.4e-09 | 0.09 | 0.14 | 0.79 | FALSE |
17 | GTEx | Brain Nucleus accumbens basal ganglia | MAN2C1 | 0.14 | 0.17 | lasso | 3 | 0.12 | 3.3e-04 | 6.0 | 6.0 | 1.5e-09 | 0.09 | 0.13 | 0.75 | FALSE |
18 | GTEx | Breast Mammary Tissue | MAN2C1 | 0.42 | 0.54 | lasso | 5 | 0.52 | 4.6e-31 | 6.1 | 6.0 | 2.7e-09 | 0.10 | 0.12 | 0.88 | FALSE |
19 | GTEx | Breast Mammary Tissue (Male) | MAN2C1 | 0.37 | 0.38 | lasso | 3 | 0.34 | 9.7e-09 | 6.1 | 5.9 | 4.2e-09 | 0.09 | 0.15 | 0.84 | FALSE |
20 | GTEx | Breast Mammary Tissue (Female) | MAN2C1 | 0.39 | 0.41 | lasso | 6 | 0.45 | 7.6e-15 | 5.8 | 5.9 | 2.8e-09 | 0.10 | 0.20 | 0.80 | FALSE |
21 | GTEx | Cells EBV-transformed lymphocytes | PSTPIP1 | 0.13 | 0.04 | enet | 13 | 0.10 | 4.0e-04 | 5.5 | -5.2 | 2.1e-07 | 0.08 | 0.09 | 0.70 | FALSE |
22 | GTEx | Cells EBV-transformed lymphocytes | SNUPN | 0.20 | 0.02 | enet | 16 | 0.08 | 1.4e-03 | 5.8 | 5.2 | 1.7e-07 | 0.08 | 0.12 | 0.60 | FALSE |
23 | GTEx | Cells Transformed fibroblasts | MAN2C1 | 0.38 | 0.50 | lasso | 4 | 0.49 | 6.2e-42 | 6.1 | 6.1 | 1.4e-09 | 0.10 | 0.15 | 0.85 | FALSE |
24 | GTEx | Cells Transformed fibroblasts | IMP3 | 0.05 | 0.06 | lasso | 2 | 0.05 | 1.3e-04 | 5.8 | -5.9 | 4.3e-09 | -0.08 | 0.20 | 0.56 | FALSE |
25 | GTEx | Cells Transformed fibroblasts | LOXL1-AS1 | 0.28 | 0.09 | lasso | 6 | 0.17 | 1.7e-12 | 3.3 | 6.7 | 2.4e-11 | -0.64 | 1.00 | 0.00 | TRUE |
26 | GTEx | Colon Sigmoid | MAN2C1 | 0.36 | 0.46 | lasso | 3 | 0.45 | 1.9e-17 | 6.0 | 6.0 | 2.6e-09 | 0.09 | 0.14 | 0.86 | FALSE |
27 | GTEx | Colon Transverse | RCN2 | 0.20 | 0.04 | enet | 21 | 0.08 | 1.8e-04 | 5.1 | -5.6 | 1.9e-08 | 0.07 | 0.07 | 0.59 | FALSE |
28 | GTEx | Colon Transverse | MAN2C1 | 0.42 | 0.55 | lasso | 6 | 0.54 | 8.1e-30 | 6.0 | 6.0 | 1.7e-09 | 0.11 | 0.13 | 0.87 | FALSE |
29 | GTEx | Colon Transverse | SNUPN | 0.15 | 0.12 | lasso | 3 | 0.08 | 7.7e-05 | 6.1 | 6.1 | 9.9e-10 | 0.10 | 0.15 | 0.84 | FALSE |
30 | GTEx | Colon Transverse | CTD-2323K18.1 | 0.13 | 0.04 | lasso | 11 | 0.05 | 1.8e-03 | 6.1 | 5.9 | 2.8e-09 | 0.10 | 0.13 | 0.64 | FALSE |
31 | GTEx | Esophagus Gastroesophageal Junction | MAN2C1 | 0.37 | 0.49 | lasso | 2 | 0.49 | 7.3e-20 | 6.0 | 6.0 | 2.4e-09 | 0.09 | 0.17 | 0.83 | FALSE |
32 | GTEx | Esophagus Mucosa | MAN2C1 | 0.27 | 0.38 | lasso | 2 | 0.39 | 9.9e-28 | 6.1 | 6.1 | 1.4e-09 | 0.10 | 0.14 | 0.86 | FALSE |
33 | GTEx | Esophagus Mucosa | LOXL1-AS1 | 0.30 | 0.03 | enet | 37 | 0.05 | 2.0e-04 | 0.3 | 5.4 | 6.7e-08 | -0.37 | 0.18 | 0.07 | FALSE |
34 | GTEx | Esophagus Muscularis | MAN2C1 | 0.55 | 0.60 | lasso | 3 | 0.62 | 3.6e-47 | 6.1 | 6.1 | 9.6e-10 | 0.10 | 0.12 | 0.88 | FALSE |
35 | GTEx | Heart Atrial Appendage | MAN2C1 | 0.30 | 0.28 | lasso | 5 | 0.29 | 1.8e-13 | 6.0 | 6.0 | 1.5e-09 | 0.09 | 0.14 | 0.86 | FALSE |
36 | GTEx | Heart Left Ventricle | MAN2C1 | 0.18 | 0.19 | lasso | 4 | 0.16 | 4.8e-09 | 6.1 | 6.1 | 1.2e-09 | 0.10 | 0.14 | 0.86 | FALSE |
37 | GTEx | Liver | MAN2C1 | 0.37 | 0.24 | lasso | 5 | 0.21 | 1.6e-06 | 6.1 | 5.6 | 2.1e-08 | 0.09 | 0.14 | 0.80 | FALSE |
38 | GTEx | Lung | MAN2C1 | 0.33 | 0.51 | lasso | 3 | 0.50 | 2.1e-43 | 6.0 | 6.0 | 1.5e-09 | 0.09 | 0.21 | 0.79 | FALSE |
39 | GTEx | Lung | SNUPN | 0.14 | 0.06 | lasso | 2 | 0.07 | 2.7e-06 | 5.8 | 5.7 | 1.2e-08 | 0.08 | 0.20 | 0.78 | FALSE |
40 | GTEx | Muscle Skeletal | MAN2C1 | 0.05 | 0.01 | enet | 6 | 0.03 | 5.6e-04 | 5.8 | 5.8 | 7.4e-09 | 0.07 | 0.16 | 0.74 | FALSE |
41 | GTEx | Nerve Tibial | MAN2C1 | 0.37 | 0.52 | enet | 20 | 0.53 | 5.6e-44 | 6.1 | 6.2 | 4.6e-10 | 0.10 | 0.13 | 0.87 | FALSE |
42 | GTEx | Nerve Tibial | RP11-817O13.6 | 0.05 | 0.03 | lasso | 2 | 0.01 | 3.5e-02 | 6.0 | 5.5 | 3.3e-08 | 0.09 | 0.16 | 0.60 | FALSE |
43 | GTEx | Pancreas | MAN2C1 | 0.39 | 0.41 | lasso | 1 | 0.39 | 1.0e-17 | 6.1 | 6.1 | 8.0e-10 | 0.11 | 0.13 | 0.87 | FALSE |
44 | GTEx | Pituitary | MAN2C1 | 0.31 | 0.37 | lasso | 5 | 0.34 | 2.1e-09 | 6.0 | 6.1 | 1.0e-09 | 0.09 | 0.14 | 0.85 | FALSE |
45 | GTEx | Prostate | MAN2C1 | 0.26 | 0.30 | lasso | 3 | 0.33 | 4.6e-09 | 6.0 | 6.0 | 2.4e-09 | 0.09 | 0.18 | 0.80 | FALSE |
46 | GTEx | Skin Not Sun Exposed Suprapubic | MAN2C1 | 0.39 | 0.44 | lasso | 4 | 0.44 | 1.2e-26 | 6.0 | 5.9 | 4.2e-09 | 0.09 | 0.16 | 0.84 | FALSE |
47 | GTEx | Skin Sun Exposed Lower leg | MAN2C1 | 0.30 | 0.36 | enet | 17 | 0.38 | 1.6e-32 | 5.8 | 6.1 | 1.2e-09 | 0.10 | 0.21 | 0.79 | FALSE |
48 | GTEx | Skin Sun Exposed Lower leg | LOXL1-AS1 | 0.11 | 0.05 | enet | 11 | 0.10 | 7.3e-09 | 1.8 | 6.9 | 4.0e-12 | -0.41 | 0.82 | 0.08 | FALSE |
49 | GTEx | Spleen | MAN2C1 | 0.70 | 0.62 | lasso | 5 | 0.57 | 1.2e-17 | 6.1 | 5.9 | 4.6e-09 | 0.10 | 0.14 | 0.86 | FALSE |
50 | GTEx | Stomach | MAN2C1 | 0.36 | 0.45 | lasso | 3 | 0.46 | 2.0e-24 | 6.0 | 6.0 | 1.4e-09 | 0.10 | 0.14 | 0.86 | FALSE |
51 | GTEx | Testis | MAN2C1 | 0.25 | 0.26 | lasso | 4 | 0.28 | 1.1e-12 | 6.1 | 5.9 | 3.4e-09 | 0.09 | 0.13 | 0.87 | FALSE |
52 | GTEx | Testis | LOXL1-AS1 | 0.36 | 0.15 | lasso | 10 | 0.13 | 2.4e-06 | -8.1 | -8.3 | 1.2e-16 | 0.58 | 0.51 | 0.07 | FALSE |
53 | GTEx | Thyroid | NEIL1 | 0.06 | 0.06 | lasso | 2 | 0.07 | 9.0e-06 | 6.0 | 6.0 | 2.0e-09 | 0.11 | 0.17 | 0.80 | FALSE |
54 | GTEx | Thyroid | MAN2C1 | 0.44 | 0.53 | lasso | 6 | 0.55 | 3.1e-49 | 6.0 | 5.7 | 9.1e-09 | 0.10 | 0.16 | 0.84 | FALSE |
55 | GTEx | Thyroid | SNUPN | 0.15 | 0.10 | lasso | 7 | 0.16 | 6.2e-12 | -3.3 | 5.7 | 1.3e-08 | 0.10 | 0.40 | 0.60 | FALSE |
56 | GTEx | Thyroid | RP11-817O13.6 | 0.05 | 0.05 | lasso | 1 | 0.03 | 1.3e-03 | 6.0 | 6.0 | 2.2e-09 | 0.11 | 0.15 | 0.67 | FALSE |
57 | GTEx | Thyroid | LOXL1-AS1 | 0.15 | 0.03 | enet | 40 | 0.03 | 2.6e-03 | -8.1 | 9.4 | 7.5e-21 | -0.33 | 0.12 | 0.21 | TRUE |
58 | GTEx | Uterus | MAN2C1 | 0.52 | 0.56 | lasso | 2 | 0.61 | 1.4e-15 | 6.0 | 5.8 | 6.9e-09 | 0.09 | 0.16 | 0.84 | FALSE |
59 | GTEx | Vagina | MAN2C1 | 0.31 | 0.30 | enet | 6 | 0.27 | 5.6e-07 | 6.0 | 5.9 | 2.9e-09 | 0.10 | 0.14 | 0.84 | FALSE |
60 | GTEx | Whole Blood | MAN2C1 | 0.28 | 0.29 | lasso | 5 | 0.29 | 3.2e-27 | 6.0 | 6.0 | 1.7e-09 | 0.09 | 0.17 | 0.83 | FALSE |
61 | GTEx | Whole Blood | LOXL1-AS1 | 0.10 | 0.00 | enet | 33 | 0.00 | 5.8e-01 | 9.1 | 5.2 | 2.4e-07 | -0.21 | 0.05 | 0.11 | FALSE |
62 | METSIM | Adipose | MAN2C1 | 0.22 | 0.41 | lasso | 6 | 0.41 | 1.1e-66 | 6.0 | 6.0 | 2.0e-09 | 0.10 | 0.14 | 0.86 | FALSE |
63 | NTR | Blood | MAN2C1 | 0.02 | 0.03 | lasso | 2 | 0.03 | 1.5e-10 | 6.0 | 6.0 | 1.7e-09 | 0.10 | 0.16 | 0.84 | FALSE |
64 | YFS | Blood | IMP3 | 0.02 | 0.01 | enet | 9 | 0.02 | 5.9e-06 | 5.2 | -5.7 | 1.4e-08 | -0.08 | 0.31 | 0.62 | FALSE |
65 | The Cancer Genome Atlas | Breast Invasive Carcinoma | SNUPN | 0.04 | 0.02 | lasso | 3 | 0.03 | 3.3e-06 | -3.0 | 5.1 | 3.1e-07 | 0.07 | 0.34 | 0.49 | FALSE |
66 | The Cancer Genome Atlas | Breast Invasive Carcinoma | TSPAN3 | 0.03 | 0.01 | blup | 43 | 0.01 | 8.2e-03 | 4.0 | -5.6 | 2.8e-08 | 0.06 | 0.09 | 0.08 | FALSE |
67 | The Cancer Genome Atlas | Cervical Squamous Cell Carcinoma | MAN2C1 | 0.12 | 0.11 | blup | 14 | 0.12 | 1.4e-06 | 6.0 | 5.5 | 4.3e-08 | 0.09 | 0.00 | 1.00 | FALSE |
68 | The Cancer Genome Atlas | Colon Adenocarcinoma | SNUPN | 0.11 | 0.10 | lasso | 4 | 0.11 | 6.9e-07 | 6.0 | 6.0 | 1.8e-09 | 0.12 | 0.14 | 0.85 | FALSE |
69 | The Cancer Genome Atlas | Esophageal Carcinoma | SNUPN | 0.18 | 0.11 | lasso | 5 | 0.07 | 2.6e-03 | 6.0 | 6.0 | 2.0e-09 | 0.10 | 0.05 | 0.45 | FALSE |
70 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | SNUPN | 0.11 | 0.06 | blup | 38 | 0.06 | 3.9e-04 | 6.1 | 5.2 | 1.7e-07 | 0.12 | 0.05 | 0.71 | FALSE |
71 | The Cancer Genome Atlas | Brain Lower Grade Glioma | MAN2C1 | 0.08 | 0.06 | blup | 14 | 0.09 | 2.0e-10 | 6.0 | 5.3 | 1.1e-07 | 0.10 | 0.00 | 1.00 | FALSE |
72 | The Cancer Genome Atlas | Brain Lower Grade Glioma | UBL7 | 0.04 | 0.00 | blup | 34 | 0.01 | 3.9e-02 | -5.9 | -5.3 | 1.2e-07 | -0.07 | 0.01 | 0.75 | FALSE |
73 | The Cancer Genome Atlas | Liver Hepatocellular Carcinoma | SNUPN | 0.14 | 0.10 | lasso | 4 | 0.08 | 1.1e-04 | 6.1 | 6.0 | 1.6e-09 | 0.10 | 0.15 | 0.79 | FALSE |
74 | The Cancer Genome Atlas | Lung Adenocarcinoma | SNUPN | 0.03 | 0.03 | enet | 8 | 0.02 | 9.9e-04 | 5.8 | 5.3 | 1.5e-07 | 0.06 | 0.12 | 0.66 | FALSE |
75 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | SCAPER | 0.06 | 0.00 | enet | 5 | 0.00 | 3.4e-01 | 4.9 | -5.2 | 2.5e-07 | 0.04 | 0.02 | 0.24 | FALSE |
76 | The Cancer Genome Atlas | Pancreatic Adenocarcinoma | MAN2C1 | 0.08 | 0.02 | blup | 14 | 0.04 | 1.3e-02 | 6.0 | 5.7 | 1.0e-08 | 0.10 | 0.00 | 0.76 | FALSE |
77 | The Cancer Genome Atlas | Pancreatic Adenocarcinoma | RCN2 | 0.25 | 0.05 | lasso | 4 | 0.03 | 1.6e-02 | 5.5 | -5.6 | 1.8e-08 | 0.03 | 0.00 | 0.68 | TRUE |
78 | The Cancer Genome Atlas | Prostate Adenocarcinoma | MAN2C1 | 0.07 | 0.04 | blup | 15 | 0.05 | 6.6e-06 | -2.7 | 5.4 | 7.7e-08 | 0.07 | 0.12 | 0.62 | FALSE |
79 | The Cancer Genome Atlas | Prostate Adenocarcinoma | NEIL1 | 0.05 | 0.05 | lasso | 3 | 0.05 | 9.0e-06 | 6.0 | 5.9 | 2.7e-09 | 0.11 | 0.00 | 1.00 | FALSE |
80 | The Cancer Genome Atlas | Prostate Adenocarcinoma | SNUPN | 0.13 | 0.09 | blup | 38 | 0.12 | 6.0e-13 | -3.0 | 5.8 | 7.1e-09 | 0.10 | 0.94 | 0.06 | FALSE |
81 | The Cancer Genome Atlas | Stomach Adenocarcinoma | SCAPER | 0.18 | 0.01 | blup | 151 | 0.02 | 2.2e-02 | 4.9 | -5.2 | 1.8e-07 | 0.03 | 0.01 | 0.93 | FALSE |
82 | The Cancer Genome Atlas | Thyroid Carcinoma | MAN2C1 | 0.09 | 0.05 | blup | 13 | 0.06 | 3.1e-06 | -2.7 | 5.2 | 2.5e-07 | 0.07 | 0.08 | 0.77 | FALSE |
83 | The Cancer Genome Atlas | Thyroid Carcinoma | SNUPN | 0.19 | 0.12 | enet | 11 | 0.20 | 1.1e-19 | -3.0 | 5.7 | 1.1e-08 | 0.09 | 0.67 | 0.33 | FALSE |