Best TWAS P=9.23e-57 · Best GWAS P=1.22e-55 conditioned to 1
# | 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 | EYA1 | 0.05 | 0.00 | blup | 579 | 0.01 | 2.1e-02 | 15.7 | -15.5 | 1.8e-54 | -0.72 | 0.02 | 0.90 | TRUE |
2 | CommonMind | Brain Pre-frontal Cortex | LACTB2 | 0.07 | 0.09 | lasso | 5 | 0.08 | 3.7e-10 | 15.0 | -15.3 | 7.6e-53 | -0.85 | 0.92 | 0.08 | FALSE |
3 | CommonMind | Brain Pre-frontal Cortex | LOC286190 | 0.04 | 0.01 | bslmm | 317 | 0.03 | 2.3e-04 | 15.1 | -11.9 | 1.2e-32 | -0.81 | 0.12 | 0.81 | FALSE |
4 | CommonMind | Brain Pre-frontal Cortex | XKR9 | 0.26 | 0.52 | lasso | 13 | 0.51 | 1.6e-72 | 15.2 | 15.5 | 4.1e-54 | 0.97 | 0.89 | 0.11 | FALSE |
5 | GTEx | Artery Tibial | LACTB2 | 0.17 | 0.02 | enet | 26 | 0.06 | 1.0e-05 | -1.4 | -5.7 | 1.0e-08 | -0.44 | 0.78 | 0.16 | FALSE |
6 | GTEx | Cells Transformed fibroblasts | LACTB2 | 0.05 | 0.00 | enet | 4 | 0.02 | 1.6e-02 | 13.4 | -14.1 | 4.1e-45 | -0.81 | 0.14 | 0.66 | FALSE |
7 | GTEx | Heart Atrial Appendage | LACTB2 | 0.19 | 0.13 | enet | 43 | 0.16 | 1.6e-07 | 15.2 | -14.7 | 6.2e-49 | -0.85 | 0.06 | 0.94 | FALSE |
8 | GTEx | Heart Left Ventricle | LACTB2 | 0.07 | 0.01 | lasso | 4 | 0.02 | 2.5e-02 | 13.3 | -14.8 | 1.9e-49 | -0.83 | 0.08 | 0.87 | FALSE |
9 | GTEx | Lung | LACTB2 | 0.05 | 0.03 | lasso | 6 | 0.02 | 1.4e-02 | -14.6 | -15.4 | 2.7e-53 | -0.84 | 0.13 | 0.77 | FALSE |
10 | GTEx | Muscle Skeletal | LACTB2 | 0.09 | 0.07 | enet | 19 | 0.09 | 2.9e-09 | -14.6 | -14.3 | 1.9e-46 | -0.87 | 0.59 | 0.41 | FALSE |
11 | GTEx | Nerve Tibial | LACTB2 | 0.07 | 0.06 | lasso | 2 | 0.04 | 1.5e-03 | 15.1 | -14.7 | 4.1e-49 | -0.94 | 0.27 | 0.69 | FALSE |
12 | GTEx | Pancreas | LACTB2 | 0.13 | 0.11 | enet | 19 | 0.05 | 3.3e-03 | 15.1 | -15.0 | 4.6e-51 | -0.96 | 0.06 | 0.91 | FALSE |
13 | GTEx | Pituitary | LACTB2 | 0.25 | 0.08 | lasso | 8 | 0.13 | 4.3e-04 | 13.4 | -10.7 | 7.6e-27 | -0.60 | 0.19 | 0.12 | FALSE |
14 | GTEx | Skin Not Sun Exposed Suprapubic | LACTB2 | 0.07 | 0.07 | lasso | 2 | 0.07 | 7.5e-05 | 15.0 | -15.1 | 8.8e-52 | -0.85 | 0.14 | 0.83 | FALSE |
15 | GTEx | Skin Sun Exposed Lower leg | LACTB2 | 0.05 | 0.03 | lasso | 3 | 0.04 | 4.6e-04 | 14.9 | -15.6 | 7.6e-55 | -0.88 | 0.20 | 0.77 | FALSE |
16 | GTEx | Stomach | LACTB2 | 0.10 | 0.08 | enet | 21 | 0.04 | 3.4e-03 | -14.3 | -15.1 | 1.3e-51 | -0.91 | 0.14 | 0.86 | FALSE |
17 | GTEx | Testis | LACTB2 | 0.10 | 0.06 | enet | 12 | 0.08 | 2.9e-04 | 4.0 | -9.6 | 9.0e-22 | -0.59 | 0.25 | 0.27 | FALSE |
18 | GTEx | Whole Blood | LACTB2 | 0.06 | 0.00 | enet | 21 | 0.02 | 3.1e-03 | -14.7 | -8.1 | 5.7e-16 | -0.35 | 0.09 | 0.16 | FALSE |
19 | METSIM | Adipose | XKR9 | 0.17 | 0.37 | enet | 33 | 0.38 | 8.6e-60 | 15.3 | -15.7 | 2.9e-55 | -0.96 | 0.90 | 0.10 | FALSE |
20 | NTR | Blood | LACTB2 | 0.02 | 0.01 | blup | 315 | 0.01 | 2.0e-04 | 12.1 | -11.4 | 6.0e-30 | -0.73 | 0.26 | 0.68 | FALSE |
21 | ROSMAP | Brain Pre-frontal Cortex | LACTB2 | 0.05 | 0.07 | lasso | 3 | 0.08 | 6.3e-10 | -14.7 | -15.5 | 3.3e-54 | -0.87 | 0.26 | 0.74 | FALSE |
22 | ROSMAP | Brain Pre-frontal Cortex | XKR9 | 0.22 | 0.38 | bslmm | 366 | 0.40 | 1.0e-54 | 15.2 | -14.7 | 7.3e-49 | -0.92 | 0.72 | 0.28 | FALSE |
23 | YFS | Blood | TRAM1 | 0.02 | 0.01 | enet | 22 | 0.02 | 8.1e-07 | 14.9 | -11.3 | 2.1e-29 | -0.64 | 0.07 | 0.91 | FALSE |
24 | The Cancer Genome Atlas | Bladder Urothelial Carcinoma | LACTB2 | 0.03 | 0.02 | blup | 41 | 0.02 | 1.6e-02 | 2.6 | -8.2 | 3.0e-16 | -0.47 | 0.02 | 0.15 | FALSE |
25 | The Cancer Genome Atlas | Bladder Urothelial Carcinoma | XKR9 | 0.31 | 0.44 | enet | 13 | 0.44 | 1.4e-40 | 15.2 | -15.0 | 4.6e-51 | -0.93 | 0.02 | 0.98 | FALSE |
26 | The Cancer Genome Atlas | Breast Invasive Carcinoma | XKR9 | 0.25 | 0.51 | lasso | 8 | 0.51 | 2.4e-123 | 15.1 | -15.2 | 2.6e-52 | -0.95 | 0.02 | 0.98 | FALSE |
27 | The Cancer Genome Atlas | Cervical Squamous Cell Carcinoma | XKR9 | 0.35 | 0.42 | enet | 12 | 0.42 | 3.5e-22 | 15.2 | -15.5 | 3.5e-54 | -0.96 | 0.01 | 0.99 | FALSE |
28 | The Cancer Genome Atlas | Colon Adenocarcinoma | XKR9 | 0.32 | 0.44 | lasso | 12 | 0.45 | 7.9e-29 | 15.1 | -15.1 | 2.1e-51 | -0.95 | 0.01 | 0.99 | FALSE |
29 | The Cancer Genome Atlas | Esophageal Carcinoma | XKR9 | 0.12 | 0.16 | blup | 44 | 0.13 | 6.4e-05 | 15.1 | -14.5 | 1.1e-47 | -0.92 | 0.01 | 0.98 | FALSE |
30 | The Cancer Genome Atlas | Glioblastoma Multiforme | XKR9 | 0.18 | 0.15 | enet | 19 | 0.20 | 1.1e-06 | 15.2 | -15.7 | 8.0e-56 | -0.94 | 0.02 | 0.98 | FALSE |
31 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | LACTB2 | 0.03 | 0.03 | lasso | 1 | 0.03 | 1.7e-04 | -14.4 | -14.4 | 8.1e-47 | -0.81 | 0.05 | 0.49 | FALSE |
32 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | XKR9 | 0.21 | 0.38 | lasso | 6 | 0.38 | 4.6e-45 | 15.1 | -15.4 | 2.6e-53 | -0.95 | 0.02 | 0.98 | FALSE |
33 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | XKR9 | 0.34 | 0.51 | enet | 16 | 0.51 | 9.7e-66 | 15.1 | -14.5 | 1.1e-47 | -0.94 | 0.01 | 0.99 | FALSE |
34 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | XKR9 | 0.45 | 0.55 | lasso | 3 | 0.57 | 1.2e-38 | 15.1 | -15.0 | 7.0e-51 | -0.95 | 0.01 | 0.99 | FALSE |
35 | The Cancer Genome Atlas | Brain Lower Grade Glioma | LACTB2 | 0.03 | 0.01 | enet | 10 | 0.02 | 4.1e-03 | 3.8 | -9.9 | 2.5e-23 | -0.73 | 0.01 | 0.85 | FALSE |
36 | The Cancer Genome Atlas | Brain Lower Grade Glioma | XKR9 | 0.18 | 0.35 | enet | 13 | 0.34 | 7.7e-40 | 15.1 | -15.4 | 1.4e-53 | -0.96 | 0.01 | 0.99 | FALSE |
37 | The Cancer Genome Atlas | Liver Hepatocellular Carcinoma | XKR9 | 0.40 | 0.46 | lasso | 5 | 0.46 | 5.5e-24 | 15.1 | -15.0 | 1.2e-50 | -0.95 | 0.02 | 0.98 | FALSE |
38 | The Cancer Genome Atlas | Lung Adenocarcinoma | XKR9 | 0.31 | 0.43 | enet | 14 | 0.43 | 1.9e-54 | 15.2 | -14.8 | 8.0e-50 | -0.94 | 0.01 | 0.99 | FALSE |
39 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | XKR9 | 0.28 | 0.46 | lasso | 9 | 0.46 | 1.7e-57 | 15.2 | -15.4 | 2.7e-53 | -0.96 | 0.01 | 0.99 | FALSE |
40 | The Cancer Genome Atlas | Ovarian Serous Cystadenocarcinoma | XKR9 | 0.32 | 0.53 | lasso | 7 | 0.52 | 6.5e-40 | 15.3 | -15.2 | 2.9e-52 | -0.95 | 0.01 | 0.99 | FALSE |
41 | The Cancer Genome Atlas | Pancreatic Adenocarcinoma | XKR9 | 0.23 | 0.32 | lasso | 7 | 0.34 | 3.7e-15 | 15.1 | -14.4 | 4.0e-47 | -0.91 | 0.02 | 0.98 | FALSE |
42 | The Cancer Genome Atlas | Pheochromocytoma and Paraganglioma | LACTB2 | 0.12 | 0.09 | lasso | 2 | 0.11 | 3.7e-05 | -14.4 | -14.9 | 5.8e-50 | -0.87 | 0.01 | 0.96 | FALSE |
43 | The Cancer Genome Atlas | Pheochromocytoma and Paraganglioma | XKR9 | 0.47 | 0.58 | enet | 13 | 0.59 | 1.5e-28 | 15.1 | -15.7 | 1.8e-55 | -0.94 | 0.01 | 0.99 | FALSE |
44 | The Cancer Genome Atlas | Prostate Adenocarcinoma | LACTB2 | 0.03 | 0.02 | lasso | 3 | 0.02 | 6.1e-03 | -14.6 | -15.0 | 9.8e-51 | -0.85 | 0.02 | 0.81 | FALSE |
45 | The Cancer Genome Atlas | Prostate Adenocarcinoma | XKR9 | 0.51 | 0.62 | lasso | 7 | 0.64 | 4.7e-86 | 15.2 | -15.4 | 1.4e-53 | -0.95 | 0.01 | 0.99 | FALSE |
46 | The Cancer Genome Atlas | Rectum Adenocarcinoma | XKR9 | 0.40 | 0.50 | enet | 18 | 0.52 | 2.6e-14 | 15.1 | -15.5 | 1.7e-54 | -0.95 | 0.01 | 0.99 | FALSE |
47 | The Cancer Genome Atlas | Soft Tissue Sarcoma | XKR9 | 0.30 | 0.36 | blup | 44 | 0.37 | 3.8e-23 | 15.2 | -15.6 | 3.9e-55 | -0.95 | 0.01 | 0.99 | FALSE |
48 | The Cancer Genome Atlas | Skin Cutaneous Melanoma | XKR9 | 0.29 | 0.13 | blup | 44 | 0.14 | 1.8e-04 | 13.4 | -14.6 | 1.6e-48 | -0.86 | 0.02 | 0.95 | FALSE |
49 | The Cancer Genome Atlas | Stomach Adenocarcinoma | XKR9 | 0.22 | 0.26 | enet | 13 | 0.24 | 1.8e-17 | 15.1 | -15.0 | 5.9e-51 | -0.95 | 0.01 | 0.99 | FALSE |
50 | The Cancer Genome Atlas | Testicular Germ Cell Tumors | XKR9 | 0.33 | 0.33 | enet | 21 | 0.34 | 9.6e-13 | 15.2 | -15.7 | 1.1e-55 | -0.95 | 0.01 | 0.99 | FALSE |
51 | The Cancer Genome Atlas | Thyroid Carcinoma | LACTB2 | 0.03 | 0.01 | enet | 5 | 0.01 | 6.1e-02 | 15.2 | -13.6 | 2.3e-42 | -0.85 | 0.01 | 0.81 | FALSE |
52 | The Cancer Genome Atlas | Thyroid Carcinoma | XKR9 | 0.38 | 0.55 | lasso | 9 | 0.56 | 2.5e-65 | 15.2 | -15.2 | 6.2e-52 | -0.96 | 0.01 | 0.99 | FALSE |
53 | The Cancer Genome Atlas | Uterine Corpus Endometrial Carcinoma | XKR9 | 0.24 | 0.24 | lasso | 4 | 0.25 | 1.3e-07 | 15.3 | -15.9 | 9.2e-57 | -0.96 | 0.01 | 0.99 | TRUE |