Best TWAS P=2.48e-15 · Best GWAS P=1.35e-19 conditioned to 2.63e-12
# | 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 | GTEx | Adipose Subcutaneous | PITHD1 | 0.05 | 0.04 | enet | 8 | 0.05 | 7.9e-05 | -6.4 | 6.6 | 3.8e-11 | 0.05 | 0.83 | 0.01 | FALSE |
2 | GTEx | Adipose Subcutaneous | ASAP3 | 0.09 | 0.07 | lasso | 3 | 0.06 | 6.2e-06 | -5.6 | 5.2 | 1.8e-07 | -0.31 | 0.66 | 0.02 | FALSE |
3 | GTEx | Adrenal Gland | MTFR1L | 0.22 | 0.09 | enet | 16 | 0.10 | 1.9e-04 | -3.0 | -5.7 | 9.4e-09 | -0.11 | 0.18 | 0.80 | FALSE |
4 | GTEx | Artery Aorta | MTFR1L | 0.10 | 0.08 | lasso | 4 | 0.06 | 3.0e-04 | -5.3 | -5.3 | 1.4e-07 | -0.08 | 0.89 | 0.01 | FALSE |
5 | GTEx | Artery Tibial | PITHD1 | 0.09 | 0.10 | lasso | 4 | 0.10 | 5.3e-08 | -6.6 | 6.5 | 5.8e-11 | 0.05 | 1.00 | 0.00 | FALSE |
6 | GTEx | Artery Tibial | MTFR1L | 0.14 | 0.13 | lasso | 9 | 0.12 | 7.8e-10 | -5.3 | -5.2 | 1.5e-07 | -0.08 | 1.00 | 0.00 | FALSE |
7 | GTEx | Artery Tibial | RP3-465N24.5 | 0.38 | 0.09 | enet | 32 | 0.15 | 5.1e-12 | -3.0 | -5.4 | 5.4e-08 | 0.11 | 0.99 | 0.00 | FALSE |
8 | GTEx | Artery Tibial | RP1-317E23.7 | 0.08 | 0.10 | enet | 15 | 0.10 | 6.4e-08 | -5.3 | -5.3 | 1.4e-07 | -0.08 | 1.00 | 0.00 | FALSE |
9 | GTEx | Brain Cerebellum | SEPN1 | 0.36 | 0.23 | lasso | 12 | 0.26 | 3.3e-08 | -5.3 | -6.1 | 1.4e-09 | -0.08 | 0.37 | 0.52 | FALSE |
10 | GTEx | Brain Cortex | HMGCL | 0.22 | 0.09 | enet | 12 | 0.12 | 3.2e-04 | -4.5 | -5.3 | 9.7e-08 | -0.08 | 0.23 | 0.07 | FALSE |
11 | GTEx | Brain Cortex | TCEA3 | 0.51 | 0.36 | lasso | 2 | 0.35 | 1.8e-10 | -5.3 | 5.3 | 1.0e-07 | -0.34 | 0.86 | 0.07 | FALSE |
12 | GTEx | Brain Frontal Cortex BA9 | TCEA3 | 0.35 | 0.24 | lasso | 6 | 0.25 | 2.5e-07 | -5.3 | 6.1 | 1.0e-09 | -0.45 | 0.08 | 0.78 | FALSE |
13 | GTEx | Breast Mammary Tissue | MTFR1L | 0.12 | 0.07 | enet | 14 | 0.04 | 3.0e-03 | -7.0 | 6.6 | 4.2e-11 | 0.03 | 0.15 | 0.79 | FALSE |
14 | GTEx | Cells Transformed fibroblasts | ASAP3 | 0.14 | 0.11 | lasso | 4 | 0.11 | 1.3e-08 | -5.6 | 5.5 | 2.8e-08 | -0.36 | 0.99 | 0.00 | FALSE |
15 | GTEx | Cells Transformed fibroblasts | SEPN1 | 0.10 | 0.07 | lasso | 7 | 0.06 | 3.1e-05 | -6.6 | -6.5 | 5.6e-11 | 0.01 | 0.06 | 0.94 | FALSE |
16 | GTEx | Cells Transformed fibroblasts | TCEA3 | 0.33 | 0.19 | lasso | 4 | 0.22 | 2.6e-16 | -5.3 | 6.8 | 1.1e-11 | -0.44 | 1.00 | 0.00 | TRUE |
17 | GTEx | Colon Transverse | MTFR1L | 0.21 | 0.29 | enet | 20 | 0.27 | 2.8e-13 | -7.8 | 7.5 | 8.4e-14 | 0.02 | 0.00 | 1.00 | FALSE |
18 | GTEx | Colon Transverse | RP1-317E23.7 | 0.23 | 0.29 | enet | 15 | 0.32 | 1.0e-15 | -7.0 | 7.2 | 6.5e-13 | 0.03 | 0.03 | 0.97 | FALSE |
19 | GTEx | Esophagus Gastroesophageal Junction | MTFR1L | 0.09 | 0.13 | lasso | 3 | 0.11 | 1.2e-04 | -7.0 | 6.7 | 1.7e-11 | 0.05 | 0.04 | 0.91 | FALSE |
20 | GTEx | Esophagus Mucosa | MTFR1L | 0.25 | 0.17 | enet | 16 | 0.15 | 3.3e-10 | -7.4 | 7.7 | 1.3e-14 | 0.02 | 0.01 | 0.99 | FALSE |
21 | GTEx | Esophagus Mucosa | RP1-317E23.7 | 0.21 | 0.20 | enet | 11 | 0.17 | 3.3e-11 | -7.4 | 7.0 | 1.9e-12 | 0.00 | 0.04 | 0.96 | FALSE |
22 | GTEx | Esophagus Muscularis | MTFR1L | 0.24 | 0.20 | enet | 14 | 0.20 | 3.7e-12 | -7.0 | 7.0 | 2.4e-12 | 0.02 | 0.09 | 0.91 | FALSE |
23 | GTEx | Esophagus Muscularis | RP1-317E23.7 | 0.27 | 0.15 | enet | 15 | 0.15 | 2.9e-09 | -7.4 | 7.0 | 3.5e-12 | 0.01 | 0.02 | 0.98 | FALSE |
24 | GTEx | Heart Atrial Appendage | MTFR1L | 0.20 | 0.28 | enet | 15 | 0.24 | 4.3e-11 | -7.5 | 6.7 | 1.8e-11 | 0.02 | 0.01 | 0.99 | FALSE |
25 | GTEx | Heart Atrial Appendage | RP1-317E23.7 | 0.23 | 0.31 | enet | 15 | 0.25 | 1.6e-11 | -7.5 | 6.8 | 1.5e-11 | 0.02 | 0.01 | 0.99 | FALSE |
26 | GTEx | Heart Left Ventricle | MTFR1L | 0.41 | 0.37 | enet | 16 | 0.39 | 6.9e-22 | -7.4 | 7.5 | 5.9e-14 | 0.03 | 0.01 | 0.99 | FALSE |
27 | GTEx | Heart Left Ventricle | FUCA1 | 0.16 | 0.20 | lasso | 3 | 0.21 | 3.2e-11 | -6.6 | 6.7 | 2.9e-11 | 0.04 | 1.00 | 0.00 | FALSE |
28 | GTEx | Heart Left Ventricle | RP1-317E23.7 | 0.32 | 0.29 | enet | 13 | 0.29 | 7.8e-16 | -7.4 | 7.5 | 6.9e-14 | 0.03 | 0.01 | 0.99 | FALSE |
29 | GTEx | Liver | HMGCL | 0.27 | 0.04 | lasso | 4 | 0.02 | 8.2e-02 | -6.6 | 5.4 | 6.0e-08 | 0.07 | 0.09 | 0.05 | FALSE |
30 | GTEx | Muscle Skeletal | ASAP3 | 0.25 | 0.17 | lasso | 3 | 0.18 | 4.5e-17 | -5.6 | 6.0 | 1.4e-09 | -0.38 | 1.00 | 0.00 | FALSE |
31 | GTEx | Muscle Skeletal | HMGCL | 0.08 | 0.07 | lasso | 4 | 0.06 | 2.6e-06 | -6.6 | -6.4 | 2.0e-10 | -0.05 | 1.00 | 0.00 | FALSE |
32 | GTEx | Muscle Skeletal | MTFR1L | 0.25 | 0.28 | lasso | 9 | 0.31 | 1.3e-30 | -7.4 | 7.4 | 1.4e-13 | 0.02 | 0.01 | 0.99 | FALSE |
33 | GTEx | Muscle Skeletal | SEPN1 | 0.14 | 0.17 | lasso | 4 | 0.17 | 1.1e-16 | -5.3 | -5.1 | 2.9e-07 | -0.09 | 1.00 | 0.00 | FALSE |
34 | GTEx | Muscle Skeletal | RP3-465N24.5 | 0.10 | 0.04 | enet | 26 | 0.08 | 1.2e-08 | -3.0 | -6.1 | 1.0e-09 | 0.06 | 0.51 | 0.02 | TRUE |
35 | GTEx | Muscle Skeletal | RP1-317E23.7 | 0.22 | 0.22 | lasso | 10 | 0.26 | 3.9e-25 | -7.4 | 7.2 | 5.7e-13 | 0.01 | 0.00 | 1.00 | FALSE |
36 | GTEx | Skin Sun Exposed Lower leg | MTFR1L | 0.12 | 0.05 | enet | 24 | 0.05 | 3.8e-05 | -7.7 | 7.4 | 1.2e-13 | 0.07 | 0.01 | 0.98 | FALSE |
37 | GTEx | Small Intestine Terminal Ileum | RP1-317E23.7 | 0.15 | 0.14 | lasso | 1 | 0.07 | 1.0e-02 | -6.3 | 6.3 | 2.2e-10 | 0.04 | 0.03 | 0.72 | FALSE |
38 | GTEx | Testis | MTFR1L | 0.61 | 0.50 | enet | 27 | 0.58 | 2.5e-31 | -3.9 | 5.3 | 1.4e-07 | -0.01 | 1.00 | 0.00 | FALSE |
39 | GTEx | Testis | RP1-317E23.3 | 0.18 | 0.02 | enet | 26 | 0.08 | 2.2e-04 | 6.6 | 6.8 | 8.8e-12 | 0.01 | 0.07 | 0.89 | FALSE |
40 | GTEx | Testis | RP1-317E23.7 | 0.59 | 0.52 | enet | 20 | 0.58 | 4.6e-31 | -3.9 | 5.3 | 9.9e-08 | -0.02 | 1.00 | 0.00 | FALSE |
41 | GTEx | Thyroid | ASAP3 | 0.31 | 0.19 | lasso | 2 | 0.19 | 2.5e-14 | -5.3 | 5.3 | 1.3e-07 | -0.35 | 1.00 | 0.00 | FALSE |
42 | GTEx | Thyroid | HMGCL | 0.10 | 0.10 | lasso | 1 | 0.09 | 2.5e-07 | -6.6 | -6.6 | 5.4e-11 | -0.04 | 1.00 | 0.00 | FALSE |
43 | GTEx | Thyroid | MTFR1L | 0.28 | 0.21 | enet | 19 | 0.23 | 1.3e-17 | -7.4 | 7.4 | 1.1e-13 | 0.03 | 0.02 | 0.98 | FALSE |
44 | GTEx | Thyroid | RP1-317E23.7 | 0.23 | 0.25 | lasso | 4 | 0.22 | 1.0e-16 | -7.4 | 7.4 | 1.9e-13 | 0.02 | 0.02 | 0.98 | FALSE |
45 | GTEx | Whole Blood | TCEB3 | 0.05 | 0.02 | lasso | 3 | 0.01 | 8.0e-02 | -6.5 | 5.5 | 3.3e-08 | 0.02 | 0.17 | 0.21 | FALSE |
46 | GTEx | Whole Blood | RP3-465N24.5 | 0.48 | 0.11 | enet | 35 | 0.24 | 2.8e-22 | -3.0 | -5.2 | 1.6e-07 | 0.10 | 1.00 | 0.00 | FALSE |
47 | METSIM | Adipose | CLIC4 | 0.05 | 0.03 | lasso | 3 | 0.04 | 3.9e-06 | 4.3 | 6.2 | 7.3e-10 | 0.02 | 0.10 | 0.89 | FALSE |
48 | METSIM | Adipose | TCEB3 | 0.03 | 0.02 | blup | 340 | 0.01 | 2.4e-03 | -6.0 | 6.4 | 1.6e-10 | -0.02 | 0.82 | 0.00 | FALSE |
49 | NTR | Blood | CLIC4 | 0.03 | 0.02 | lasso | 6 | 0.02 | 1.4e-06 | 6.7 | 6.4 | 1.9e-10 | -0.01 | 0.06 | 0.94 | TRUE |
50 | NTR | Blood | CNR2 | 0.04 | 0.05 | lasso | 11 | 0.05 | 5.4e-15 | -6.8 | -6.7 | 2.9e-11 | -0.04 | 1.00 | 0.00 | FALSE |
51 | NTR | Blood | FUCA1 | 0.05 | 0.07 | lasso | 13 | 0.06 | 4.2e-20 | -6.8 | 6.9 | 3.9e-12 | 0.04 | 1.00 | 0.00 | TRUE |
52 | NTR | Blood | PAQR7 | 0.01 | 0.00 | blup | 400 | 0.01 | 7.0e-04 | -7.7 | 5.9 | 3.6e-09 | 0.06 | 0.02 | 0.91 | FALSE |
53 | NTR | Blood | TCEB3 | 0.02 | 0.02 | lasso | 3 | 0.02 | 2.2e-06 | -6.0 | 6.3 | 2.4e-10 | 0.03 | 0.99 | 0.00 | FALSE |
54 | ROSMAP | Brain Pre-frontal Cortex | HMGCL | 0.15 | 0.22 | enet | 19 | 0.23 | 1.2e-28 | -6.6 | -6.2 | 5.8e-10 | -0.04 | 1.00 | 0.00 | FALSE |
55 | ROSMAP | Brain Pre-frontal Cortex | NCMAP | 0.08 | 0.02 | lasso | 3 | 0.03 | 4.3e-05 | -3.9 | 5.9 | 3.8e-09 | 0.03 | 0.80 | 0.04 | FALSE |
56 | ROSMAP | Brain Pre-frontal Cortex | TCEA3 | 0.41 | 0.36 | enet | 23 | 0.37 | 5.1e-50 | -5.3 | 5.3 | 9.3e-08 | -0.32 | 1.00 | 0.00 | FALSE |
57 | YFS | Blood | FUCA1 | 0.17 | 0.29 | bslmm | 354 | 0.30 | 4.0e-102 | -6.9 | 6.5 | 1.0e-10 | 0.08 | 1.00 | 0.00 | FALSE |
58 | YFS | Blood | ID3 | 0.07 | 0.02 | lasso | 10 | 0.04 | 8.4e-13 | 3.9 | 6.6 | 5.0e-11 | -0.73 | 0.56 | 0.44 | FALSE |
59 | YFS | Blood | TCEA3 | 0.17 | 0.17 | lasso | 10 | 0.20 | 4.4e-62 | -5.3 | 5.7 | 1.1e-08 | -0.32 | 1.00 | 0.00 | FALSE |
60 | YFS | Blood | TCEB3 | 0.06 | 0.07 | lasso | 2 | 0.07 | 2.2e-22 | -6.0 | 6.0 | 2.0e-09 | 0.02 | 1.00 | 0.00 | FALSE |
61 | The Cancer Genome Atlas | Bladder Urothelial Carcinoma | FAM54B | 0.02 | 0.02 | lasso | 7 | 0.02 | 9.9e-03 | -5.3 | -5.3 | 1.3e-07 | -0.08 | 0.14 | 0.11 | FALSE |
62 | The Cancer Genome Atlas | Breast Invasive Carcinoma | FUCA1 | 0.01 | 0.01 | blup | 35 | 0.01 | 1.6e-02 | -6.6 | -6.8 | 1.2e-11 | -0.02 | 0.02 | 0.67 | FALSE |
63 | The Cancer Genome Atlas | Colon Adenocarcinoma | CLIC4 | 0.04 | 0.04 | blup | 65 | 0.02 | 1.7e-02 | 5.6 | -5.9 | 4.0e-09 | 0.02 | 0.04 | 0.28 | FALSE |
64 | The Cancer Genome Atlas | Colon Adenocarcinoma | FAM54B | 0.14 | 0.03 | blup | 63 | 0.09 | 8.5e-06 | -4.1 | 5.9 | 3.8e-09 | -0.02 | 0.02 | 0.93 | FALSE |
65 | The Cancer Genome Atlas | Colon Adenocarcinoma | LOC646471 | 0.09 | 0.12 | lasso | 4 | 0.11 | 1.0e-06 | -7.5 | 7.5 | 8.5e-14 | 0.03 | 0.02 | 0.98 | FALSE |
66 | The Cancer Genome Atlas | Esophageal Carcinoma | LOC646471 | 0.13 | 0.09 | enet | 6 | 0.11 | 2.2e-04 | -7.4 | 7.0 | 3.0e-12 | 0.06 | 0.01 | 0.97 | FALSE |
67 | The Cancer Genome Atlas | Glioblastoma Multiforme | C1orf128 | 0.10 | 0.03 | enet | 7 | 0.05 | 1.4e-02 | 3.4 | 5.6 | 1.9e-08 | 0.07 | 0.01 | 0.57 | FALSE |
68 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | FAM54B | 0.08 | 0.07 | enet | 5 | 0.08 | 6.0e-09 | -3.9 | 6.2 | 6.3e-10 | -0.01 | 0.02 | 0.98 | FALSE |
69 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | LOC646471 | 0.10 | 0.11 | blup | 60 | 0.10 | 1.6e-11 | -7.8 | 7.8 | 4.4e-15 | 0.03 | 0.00 | 1.00 | FALSE |
70 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | FAM54B | 0.20 | 0.15 | enet | 14 | 0.14 | 1.2e-08 | -3.9 | 5.8 | 6.5e-09 | -0.02 | 0.12 | 0.88 | FALSE |
71 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | LOC646471 | 0.11 | 0.10 | enet | 5 | 0.09 | 7.4e-06 | -7.5 | 7.5 | 6.5e-14 | 0.03 | 0.01 | 0.99 | FALSE |
72 | The Cancer Genome Atlas | Brain Lower Grade Glioma | FAM54B | 0.09 | 0.16 | enet | 16 | 0.15 | 5.1e-17 | -5.3 | -5.2 | 2.4e-07 | -0.08 | 1.00 | 0.00 | FALSE |
73 | The Cancer Genome Atlas | Liver Hepatocellular Carcinoma | LOC646471 | 0.06 | 0.07 | lasso | 2 | 0.07 | 5.2e-04 | -7.4 | 7.4 | 9.9e-14 | 0.03 | 0.01 | 0.94 | FALSE |
74 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | ASAP3 | 0.03 | 0.02 | blup | 49 | 0.01 | 7.9e-03 | -8.2 | 6.6 | 4.1e-11 | -0.69 | 0.01 | 0.70 | FALSE |
75 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | HMGCL | 0.03 | 0.00 | blup | 41 | 0.01 | 1.1e-02 | -3.8 | -6.2 | 4.0e-10 | -0.01 | 0.02 | 0.35 | FALSE |
76 | The Cancer Genome Atlas | Ovarian Serous Cystadenocarcinoma | LOC646471 | 0.09 | 0.02 | blup | 60 | 0.05 | 1.6e-04 | -7.7 | 6.2 | 7.2e-10 | -0.01 | 0.01 | 0.91 | FALSE |
77 | The Cancer Genome Atlas | Prostate Adenocarcinoma | ASAP3 | 0.10 | 0.10 | enet | 11 | 0.11 | 1.1e-11 | -5.6 | 6.0 | 1.7e-09 | -0.44 | 1.00 | 0.00 | FALSE |
78 | The Cancer Genome Atlas | Prostate Adenocarcinoma | C1orf130 | 0.05 | 0.01 | blup | 59 | 0.03 | 1.0e-03 | 2.5 | 5.6 | 1.8e-08 | 0.04 | 0.01 | 0.68 | FALSE |
79 | The Cancer Genome Atlas | Prostate Adenocarcinoma | PAQR7 | 0.02 | 0.02 | blup | 58 | 0.01 | 2.1e-02 | -7.5 | 7.4 | 1.1e-13 | 0.06 | 0.02 | 0.80 | FALSE |
80 | The Cancer Genome Atlas | Stomach Adenocarcinoma | LOC646471 | 0.12 | 0.14 | blup | 60 | 0.14 | 2.7e-10 | -7.5 | 7.9 | 2.5e-15 | 0.05 | 0.01 | 0.99 | TRUE |