Best TWAS P=6.38e-28 · Best GWAS P=1.73e-23 conditioned to 0.0112
# | 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 | HMGCL | 0.17 | 0.12 | enet | 24 | 0.13 | 1.6e-15 | -6.5 | -5.7 | 1.5e-08 | -0.05 | 0.89 | 0.11 | FALSE |
2 | CommonMind | Brain Pre-frontal Cortex | HTR1D | 0.11 | 0.07 | enet | 21 | 0.09 | 1.1e-10 | 6.2 | -5.8 | 6.2e-09 | -0.18 | 1.00 | 0.00 | FALSE |
3 | GTEx | Adipose Subcutaneous | PITHD1 | 0.05 | 0.04 | enet | 8 | 0.05 | 7.9e-05 | -8.2 | 8.6 | 1.0e-17 | 0.07 | 0.09 | 0.90 | FALSE |
4 | GTEx | Adipose Subcutaneous | ZNF436 | 0.22 | 0.16 | lasso | 1 | 0.15 | 2.3e-12 | 5.4 | 5.4 | 7.1e-08 | 0.10 | 1.00 | 0.00 | FALSE |
5 | GTEx | Adipose Visceral Omentum | LUZP1 | 0.15 | 0.08 | lasso | 7 | 0.09 | 1.8e-05 | -7.8 | -8.5 | 1.8e-17 | -0.29 | 0.28 | 0.04 | FALSE |
6 | GTEx | Adrenal Gland | ZNF436 | 0.54 | 0.57 | lasso | 5 | 0.53 | 2.4e-22 | 5.4 | 5.4 | 6.6e-08 | 0.10 | 1.00 | 0.00 | FALSE |
7 | GTEx | Artery Aorta | ZNF436 | 0.43 | 0.34 | enet | 17 | 0.39 | 1.3e-22 | 5.4 | 5.7 | 1.3e-08 | 0.13 | 1.00 | 0.00 | FALSE |
8 | GTEx | Artery Tibial | PITHD1 | 0.09 | 0.10 | lasso | 4 | 0.10 | 5.3e-08 | -8.4 | 8.6 | 5.6e-18 | 0.07 | 0.90 | 0.09 | FALSE |
9 | GTEx | Artery Tibial | ZNF436 | 0.28 | 0.18 | lasso | 5 | 0.17 | 1.9e-13 | 5.1 | 5.3 | 1.1e-07 | 0.12 | 1.00 | 0.00 | FALSE |
10 | GTEx | Artery Tibial | LUZP1 | 0.25 | 0.02 | enet | 51 | 0.11 | 3.4e-09 | 5.8 | -7.2 | 5.5e-13 | -0.09 | 0.66 | 0.01 | FALSE |
11 | GTEx | Brain Cerebellum | HMGCL | 0.30 | 0.06 | lasso | 3 | 0.08 | 1.7e-03 | 3.0 | -5.8 | 5.0e-09 | -0.08 | 0.07 | 0.68 | FALSE |
12 | GTEx | Brain Cortex | HMGCL | 0.22 | 0.09 | enet | 12 | 0.12 | 3.2e-04 | -6.5 | -7.3 | 2.8e-13 | -0.08 | 0.08 | 0.65 | FALSE |
13 | GTEx | Brain Frontal Cortex BA9 | TCEA3 | 0.35 | 0.24 | lasso | 6 | 0.25 | 2.5e-07 | 1.9 | -6.2 | 7.1e-10 | -0.45 | 0.10 | 0.74 | FALSE |
14 | GTEx | Brain Hypothalamus | TCEA3 | 0.33 | 0.18 | enet | 31 | 0.10 | 3.0e-03 | -8.1 | -8.8 | 1.2e-18 | -0.47 | 0.04 | 0.49 | FALSE |
15 | GTEx | Breast Mammary Tissue | ZNF436 | 0.25 | 0.14 | enet | 14 | 0.16 | 1.9e-08 | 5.4 | 5.2 | 2.2e-07 | 0.12 | 1.00 | 0.00 | FALSE |
16 | GTEx | Cells Transformed fibroblasts | PITHD1 | 0.09 | 0.05 | lasso | 3 | 0.02 | 8.1e-03 | -5.7 | 6.1 | 1.0e-09 | 0.08 | 0.18 | 0.68 | FALSE |
17 | GTEx | Cells Transformed fibroblasts | LUZP1 | 0.09 | 0.09 | lasso | 4 | 0.08 | 2.8e-06 | 5.1 | -5.1 | 2.8e-07 | -0.14 | 0.93 | 0.00 | FALSE |
18 | GTEx | Cells Transformed fibroblasts | TCEA3 | 0.33 | 0.19 | lasso | 4 | 0.22 | 2.6e-16 | 1.9 | -5.2 | 1.6e-07 | -0.51 | 0.92 | 0.08 | FALSE |
19 | GTEx | Colon Transverse | ZNF436 | 0.56 | 0.40 | lasso | 3 | 0.43 | 2.9e-22 | 5.4 | 5.4 | 5.4e-08 | 0.11 | 1.00 | 0.00 | FALSE |
20 | GTEx | Colon Transverse | LUZP1 | 0.23 | 0.02 | lasso | 4 | 0.09 | 3.4e-05 | -5.7 | -5.2 | 1.9e-07 | -0.06 | 0.18 | 0.05 | FALSE |
21 | GTEx | Esophagus Gastroesophageal Junction | ZNF436 | 0.37 | 0.14 | enet | 13 | 0.23 | 6.2e-09 | 5.4 | 5.2 | 1.7e-07 | 0.17 | 1.00 | 0.00 | FALSE |
22 | GTEx | Esophagus Mucosa | ZNF436 | 0.17 | 0.09 | lasso | 4 | 0.12 | 1.6e-08 | 5.4 | 6.8 | 7.6e-12 | 0.15 | 0.96 | 0.01 | FALSE |
23 | GTEx | Esophagus Muscularis | ZNF436 | 0.37 | 0.36 | lasso | 4 | 0.36 | 1.4e-22 | 5.4 | 5.3 | 1.4e-07 | 0.10 | 1.00 | 0.00 | FALSE |
24 | GTEx | Esophagus Muscularis | LUZP1 | 0.17 | 0.15 | enet | 20 | 0.16 | 8.8e-10 | 6.2 | -6.0 | 2.1e-09 | -0.17 | 1.00 | 0.00 | FALSE |
25 | GTEx | Esophagus Muscularis | RP1-184J9.2 | 0.07 | 0.08 | enet | 6 | 0.05 | 6.1e-04 | 6.2 | -7.2 | 8.5e-13 | -0.22 | 0.60 | 0.17 | FALSE |
26 | GTEx | Heart Left Ventricle | HMGCL | 0.16 | 0.10 | enet | 19 | 0.11 | 2.1e-06 | -5.7 | -5.7 | 1.4e-08 | -0.08 | 0.73 | 0.08 | FALSE |
27 | GTEx | Heart Left Ventricle | FUCA1 | 0.16 | 0.20 | lasso | 3 | 0.21 | 3.2e-11 | -8.3 | 8.5 | 1.3e-17 | 0.07 | 0.07 | 0.93 | FALSE |
28 | GTEx | Heart Left Ventricle | TCEA3 | 0.26 | 0.06 | enet | 30 | 0.18 | 5.6e-10 | -8.1 | -11.0 | 6.4e-28 | -0.28 | 0.85 | 0.07 | TRUE |
29 | GTEx | Liver | HMGCL | 0.27 | 0.04 | lasso | 4 | 0.02 | 8.2e-02 | -8.3 | 5.3 | 1.1e-07 | 0.08 | 0.05 | 0.43 | FALSE |
30 | GTEx | Liver | ZNF436 | 0.58 | 0.18 | lasso | 6 | 0.27 | 3.7e-08 | 5.4 | 5.5 | 2.9e-08 | 0.10 | 1.00 | 0.00 | FALSE |
31 | GTEx | Muscle Skeletal | HMGCL | 0.08 | 0.07 | lasso | 4 | 0.06 | 2.6e-06 | -8.4 | -8.3 | 1.4e-16 | -0.07 | 0.52 | 0.48 | FALSE |
32 | GTEx | Muscle Skeletal | ZNF436 | 0.17 | 0.12 | lasso | 2 | 0.09 | 2.3e-09 | 5.4 | 5.2 | 1.7e-07 | 0.10 | 1.00 | 0.00 | FALSE |
33 | GTEx | Muscle Skeletal | LUZP1 | 0.07 | 0.08 | enet | 14 | 0.08 | 3.5e-08 | -7.8 | -7.7 | 1.9e-14 | -0.25 | 0.96 | 0.00 | FALSE |
34 | GTEx | Muscle Skeletal | ZBTB40 | 0.09 | 0.04 | lasso | 3 | 0.01 | 2.9e-02 | 5.9 | 6.4 | 1.6e-10 | 0.06 | 0.04 | 0.91 | TRUE |
35 | GTEx | Muscle Skeletal | TCEA3 | 0.23 | 0.09 | enet | 24 | 0.17 | 9.6e-17 | 5.4 | -8.2 | 1.9e-16 | -0.07 | 1.00 | 0.00 | FALSE |
36 | GTEx | Nerve Tibial | ZNF436 | 0.55 | 0.53 | lasso | 8 | 0.53 | 1.7e-43 | 5.4 | 5.3 | 9.1e-08 | 0.11 | 1.00 | 0.00 | FALSE |
37 | GTEx | Ovary | ZNF436 | 0.42 | 0.05 | lasso | 4 | 0.18 | 3.2e-05 | 5.4 | 5.2 | 2.0e-07 | 0.14 | 0.58 | 0.05 | FALSE |
38 | GTEx | Pancreas | ZNF436 | 0.71 | 0.50 | lasso | 7 | 0.48 | 5.8e-23 | 5.4 | 6.2 | 4.4e-10 | 0.14 | 1.00 | 0.00 | FALSE |
39 | GTEx | Pituitary | ZNF436 | 0.66 | 0.53 | lasso | 5 | 0.45 | 1.0e-12 | 5.1 | 5.4 | 7.1e-08 | 0.14 | 1.00 | 0.00 | FALSE |
40 | GTEx | Prostate | ZNF436 | 0.40 | 0.44 | lasso | 1 | 0.43 | 5.4e-12 | 5.4 | 5.4 | 7.1e-08 | 0.10 | 0.94 | 0.01 | FALSE |
41 | GTEx | Skin Not Sun Exposed Suprapubic | ZNF436 | 0.50 | 0.39 | lasso | 3 | 0.38 | 6.0e-22 | 5.4 | 5.5 | 5.2e-08 | 0.11 | 1.00 | 0.00 | FALSE |
42 | GTEx | Skin Sun Exposed Lower leg | ZNF436 | 0.45 | 0.50 | lasso | 3 | 0.50 | 7.5e-48 | 5.4 | 5.5 | 3.2e-08 | 0.10 | 1.00 | 0.00 | FALSE |
43 | GTEx | Skin Sun Exposed Lower leg | LUZP1 | 0.07 | 0.03 | enet | 13 | 0.07 | 1.2e-06 | 4.1 | -6.1 | 1.1e-09 | 0.14 | 0.36 | 0.02 | FALSE |
44 | GTEx | Skin Sun Exposed Lower leg | TCEA3 | 0.20 | 0.02 | enet | 23 | 0.07 | 3.2e-06 | 5.4 | -6.7 | 2.0e-11 | -0.16 | 0.96 | 0.00 | FALSE |
45 | GTEx | Small Intestine Terminal Ileum | ZNF436 | 0.67 | 0.38 | lasso | 3 | 0.37 | 3.6e-09 | 5.4 | 5.1 | 3.1e-07 | 0.09 | 0.87 | 0.01 | FALSE |
46 | GTEx | Stomach | ZNF436 | 0.57 | 0.45 | lasso | 2 | 0.44 | 6.0e-23 | 5.4 | 5.4 | 6.9e-08 | 0.10 | 1.00 | 0.00 | FALSE |
47 | GTEx | Thyroid | HMGCL | 0.10 | 0.10 | lasso | 1 | 0.09 | 2.5e-07 | -8.4 | -8.4 | 5.2e-17 | -0.07 | 0.90 | 0.10 | FALSE |
48 | GTEx | Thyroid | ZNF436 | 0.42 | 0.41 | lasso | 5 | 0.41 | 6.4e-34 | 5.4 | 5.4 | 6.9e-08 | 0.09 | 1.00 | 0.00 | FALSE |
49 | GTEx | Thyroid | FUCA1 | 0.08 | 0.01 | enet | 13 | 0.01 | 4.8e-02 | 3.0 | -5.4 | 8.0e-08 | -0.06 | 0.03 | 0.78 | FALSE |
50 | GTEx | Whole Blood | TCEB3 | 0.05 | 0.02 | lasso | 3 | 0.01 | 8.0e-02 | -8.3 | 6.9 | 6.3e-12 | 0.05 | 0.09 | 0.57 | FALSE |
51 | GTEx | Whole Blood | RP5-886K2.3 | 0.06 | 0.01 | enet | 22 | 0.00 | 1.1e-01 | 1.8 | 5.4 | 6.1e-08 | 0.05 | 0.07 | 0.46 | FALSE |
52 | METSIM | Adipose | CLIC4 | 0.05 | 0.03 | lasso | 3 | 0.04 | 3.9e-06 | -5.3 | -6.0 | 1.6e-09 | 0.02 | 0.97 | 0.01 | TRUE |
53 | METSIM | Adipose | IL22RA1 | 0.05 | 0.00 | bslmm | 417 | 0.01 | 1.3e-02 | 1.3 | 5.5 | 3.8e-08 | 0.09 | 0.06 | 0.08 | FALSE |
54 | METSIM | Adipose | LUZP1 | 0.07 | 0.00 | enet | 30 | 0.01 | 1.1e-02 | -7.8 | -5.2 | 2.6e-07 | -0.37 | 0.20 | 0.12 | FALSE |
55 | METSIM | Adipose | SRSF10 | 0.05 | 0.02 | bslmm | 394 | 0.02 | 7.8e-04 | -3.6 | 5.7 | 1.2e-08 | 0.14 | 0.58 | 0.09 | FALSE |
56 | METSIM | Adipose | TCEB3 | 0.03 | 0.02 | blup | 340 | 0.01 | 2.4e-03 | -6.2 | 6.1 | 1.2e-09 | -0.02 | 0.10 | 0.87 | FALSE |
57 | METSIM | Adipose | ZNF436 | 0.14 | 0.13 | lasso | 2 | 0.13 | 5.6e-19 | 5.4 | 6.0 | 1.7e-09 | 0.11 | 1.00 | 0.00 | FALSE |
58 | NTR | Blood | CNR2 | 0.04 | 0.05 | lasso | 11 | 0.05 | 5.4e-15 | -9.7 | -9.7 | 2.2e-22 | -0.08 | 0.03 | 0.97 | FALSE |
59 | NTR | Blood | FUCA1 | 0.05 | 0.07 | lasso | 13 | 0.06 | 4.2e-20 | -9.7 | 9.8 | 1.8e-22 | 0.08 | 0.03 | 0.97 | TRUE |
60 | NTR | Blood | TCEB3 | 0.02 | 0.02 | lasso | 3 | 0.02 | 2.2e-06 | -6.2 | 7.1 | 1.1e-12 | 0.07 | 0.56 | 0.44 | FALSE |
61 | ROSMAP | Brain Pre-frontal Cortex | HMGCL | 0.15 | 0.22 | enet | 19 | 0.23 | 1.2e-28 | -8.4 | -7.9 | 2.3e-15 | -0.07 | 0.94 | 0.06 | FALSE |
62 | ROSMAP | Brain Pre-frontal Cortex | HTR1D | 0.10 | 0.10 | lasso | 4 | 0.12 | 1.3e-14 | 6.2 | -7.8 | 5.8e-15 | -0.19 | 1.00 | 0.00 | FALSE |
63 | ROSMAP | Brain Pre-frontal Cortex | SRSF10 | 0.10 | 0.05 | enet | 9 | 0.06 | 1.7e-08 | 4.4 | -6.0 | 2.1e-09 | -0.11 | 0.98 | 0.01 | FALSE |
64 | ROSMAP | Brain Pre-frontal Cortex | C1orf213 | 0.11 | 0.10 | lasso | 2 | 0.09 | 8.7e-12 | 6.9 | -6.9 | 6.6e-12 | -0.21 | 1.00 | 0.00 | FALSE |
65 | YFS | Blood | FUCA1 | 0.17 | 0.29 | bslmm | 354 | 0.30 | 4.0e-102 | -9.2 | 9.2 | 3.3e-20 | 0.09 | 0.42 | 0.58 | FALSE |
66 | YFS | Blood | ID3 | 0.07 | 0.02 | lasso | 10 | 0.04 | 8.4e-13 | -4.0 | -5.6 | 2.0e-08 | -0.78 | 0.01 | 0.99 | TRUE |
67 | YFS | Blood | LUZP1 | 0.01 | 0.00 | blup | 407 | 0.01 | 1.8e-03 | -6.5 | -5.5 | 3.6e-08 | -0.19 | 0.22 | 0.02 | FALSE |
68 | YFS | Blood | TCEB3 | 0.06 | 0.07 | lasso | 2 | 0.07 | 2.2e-22 | -6.2 | 6.2 | 5.4e-10 | 0.07 | 1.00 | 0.00 | FALSE |
69 | The Cancer Genome Atlas | Breast Invasive Carcinoma | FUCA1 | 0.01 | 0.01 | blup | 35 | 0.01 | 1.6e-02 | -8.4 | -8.9 | 6.4e-19 | -0.05 | 0.02 | 0.66 | FALSE |
70 | The Cancer Genome Atlas | Breast Invasive Carcinoma | TCEA3 | 0.04 | 0.02 | blup | 55 | 0.04 | 7.3e-08 | 1.8 | -5.6 | 1.8e-08 | -0.14 | 0.78 | 0.19 | FALSE |
71 | The Cancer Genome Atlas | Colon Adenocarcinoma | C1orf213 | 0.13 | 0.04 | lasso | 3 | 0.01 | 1.1e-01 | 5.4 | 5.5 | 4.4e-08 | 0.08 | 0.04 | 0.04 | FALSE |
72 | The Cancer Genome Atlas | Colon Adenocarcinoma | HTR1D | 0.10 | 0.07 | enet | 7 | 0.08 | 3.8e-05 | 5.9 | -5.8 | 6.0e-09 | -0.17 | 0.02 | 0.98 | FALSE |
73 | The Cancer Genome Atlas | Esophageal Carcinoma | PNRC2 | 0.13 | 0.00 | blup | 33 | 0.07 | 2.2e-03 | -3.6 | -6.2 | 4.6e-10 | -0.08 | 0.02 | 0.28 | FALSE |
74 | The Cancer Genome Atlas | Glioblastoma Multiforme | C1orf128 | 0.10 | 0.03 | enet | 7 | 0.05 | 1.4e-02 | 6.5 | 8.3 | 6.8e-17 | 0.09 | 0.01 | 0.57 | FALSE |
75 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | TCEA3 | 0.03 | 0.00 | blup | 55 | 0.04 | 6.3e-05 | 6.9 | -7.1 | 1.6e-12 | -0.22 | 0.15 | 0.22 | FALSE |
76 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | PNRC2 | 0.05 | 0.01 | enet | 16 | 0.03 | 3.4e-04 | 3.0 | -5.6 | 2.2e-08 | 0.00 | 0.01 | 0.74 | FALSE |
77 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | ZNF436 | 0.08 | 0.06 | lasso | 2 | 0.05 | 3.1e-06 | 5.4 | 5.5 | 3.8e-08 | 0.10 | 0.97 | 0.00 | FALSE |
78 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | TCEA3 | 0.12 | 0.04 | blup | 55 | 0.05 | 7.3e-04 | 3.3 | -5.6 | 2.6e-08 | -0.11 | 0.30 | 0.04 | FALSE |
79 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | ZNF436 | 0.20 | 0.20 | lasso | 5 | 0.18 | 1.1e-10 | 5.3 | 6.0 | 2.0e-09 | 0.11 | 1.00 | 0.00 | FALSE |
80 | The Cancer Genome Atlas | Brain Lower Grade Glioma | PNRC2 | 0.05 | 0.00 | enet | 8 | 0.03 | 1.5e-04 | -6.5 | -5.5 | 4.9e-08 | -0.09 | 0.01 | 0.43 | FALSE |
81 | The Cancer Genome Atlas | Brain Lower Grade Glioma | ZBTB40 | 0.03 | 0.02 | lasso | 2 | 0.02 | 1.9e-03 | -5.0 | 5.6 | 2.3e-08 | 0.01 | 0.02 | 0.88 | FALSE |
82 | The Cancer Genome Atlas | Liver Hepatocellular Carcinoma | ZNF436 | 0.18 | 0.14 | lasso | 1 | 0.10 | 1.6e-05 | 5.4 | 5.4 | 7.1e-08 | 0.10 | 0.74 | 0.01 | FALSE |
83 | The Cancer Genome Atlas | Lung Adenocarcinoma | C1orf213 | 0.08 | 0.06 | lasso | 1 | 0.05 | 1.1e-06 | 5.3 | 5.3 | 9.4e-08 | 0.09 | 0.95 | 0.00 | FALSE |
84 | The Cancer Genome Atlas | Lung Adenocarcinoma | ZNF436 | 0.04 | 0.04 | lasso | 2 | 0.04 | 4.3e-05 | 5.4 | 5.4 | 6.0e-08 | 0.08 | 0.67 | 0.01 | FALSE |
85 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | ASAP3 | 0.03 | 0.02 | blup | 49 | 0.01 | 7.9e-03 | 10.0 | -7.9 | 3.1e-15 | -0.72 | 0.00 | 0.88 | FALSE |
86 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | HMGCL | 0.03 | 0.00 | blup | 41 | 0.01 | 1.1e-02 | -3.6 | -8.0 | 1.5e-15 | -0.04 | 0.02 | 0.32 | FALSE |
87 | The Cancer Genome Atlas | Ovarian Serous Cystadenocarcinoma | FUCA1 | 0.04 | 0.05 | lasso | 4 | 0.05 | 3.9e-04 | -5.1 | -5.2 | 1.6e-07 | 0.00 | 0.03 | 0.40 | FALSE |
88 | The Cancer Genome Atlas | Pancreatic Adenocarcinoma | ZNF436 | 0.08 | 0.00 | blup | 40 | 0.02 | 6.1e-02 | 4.0 | 7.2 | 4.4e-13 | 0.18 | 0.01 | 0.54 | FALSE |
89 | The Cancer Genome Atlas | Prostate Adenocarcinoma | ASAP3 | 0.10 | 0.10 | enet | 11 | 0.11 | 1.1e-11 | 2.9 | -5.6 | 2.6e-08 | -0.48 | 0.99 | 0.01 | FALSE |
90 | The Cancer Genome Atlas | Prostate Adenocarcinoma | FUCA1 | 0.09 | 0.04 | blup | 35 | 0.03 | 8.8e-04 | -5.1 | -5.5 | 2.9e-08 | -0.01 | 0.62 | 0.10 | FALSE |
91 | The Cancer Genome Atlas | Soft Tissue Sarcoma | TCEA3 | 0.07 | 0.02 | blup | 55 | 0.03 | 5.0e-03 | 6.5 | -7.2 | 4.8e-13 | -0.24 | 0.01 | 0.58 | FALSE |
92 | The Cancer Genome Atlas | Stomach Adenocarcinoma | ZNF436 | 0.05 | 0.04 | enet | 6 | 0.05 | 1.1e-04 | 5.4 | 7.3 | 3.2e-13 | 0.15 | 0.24 | 0.11 | FALSE |
93 | The Cancer Genome Atlas | Thyroid Carcinoma | TCEA3 | 0.08 | 0.03 | lasso | 5 | 0.06 | 1.3e-06 | 5.4 | -6.7 | 3.0e-11 | -0.12 | 0.90 | 0.06 | FALSE |