Best TWAS P=7.11e-79 · Best GWAS P=4.01e-169 conditioned to 2.87e-34
# | 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 | CBLN3 | 0.43 | 0.22 | enet | 31 | 0.35 | 3.4e-44 | -5.367 | 6.4 | 1.4e-10 | 0.01 | 0.12 | 0.88 | FALSE |
2 | GTEx | Adipose Subcutaneous | KHNYN | 0.30 | 0.14 | lasso | 2 | 0.14 | 7.1e-12 | -5.453 | -6.1 | 9.8e-10 | -0.03 | 0.04 | 0.96 | FALSE |
3 | GTEx | Adipose Visceral Omentum | KHNYN | 0.19 | 0.00 | lasso | 2 | 0.00 | 3.0e-01 | -5.983 | -5.7 | 9.7e-09 | -0.05 | 0.03 | 0.50 | FALSE |
4 | GTEx | Adipose Visceral Omentum | CBLN3 | 0.27 | 0.23 | enet | 15 | 0.23 | 2.6e-12 | -5.453 | 5.2 | 1.7e-07 | 0.00 | 0.12 | 0.88 | FALSE |
5 | GTEx | Artery Aorta | KHNYN | 0.19 | 0.20 | lasso | 4 | 0.20 | 1.8e-11 | -6.135 | -6.3 | 2.4e-10 | -0.06 | 0.00 | 1.00 | FALSE |
6 | GTEx | Artery Aorta | CBLN3 | 0.55 | 0.41 | lasso | 8 | 0.40 | 9.5e-24 | -5.115 | 5.5 | 3.1e-08 | 0.01 | 0.17 | 0.83 | FALSE |
7 | GTEx | Artery Tibial | KHNYN | 0.38 | 0.12 | lasso | 5 | 0.18 | 8.8e-14 | -5.983 | -5.9 | 3.1e-09 | -0.04 | 0.00 | 1.00 | FALSE |
8 | GTEx | Breast Mammary Tissue | CBLN3 | 0.53 | 0.29 | lasso | 12 | 0.30 | 5.0e-16 | -5.115 | 5.2 | 1.6e-07 | 0.01 | 0.18 | 0.82 | FALSE |
9 | GTEx | Breast Mammary Tissue (Male) | CBLN3 | 0.67 | 0.25 | enet | 18 | 0.32 | 4.0e-08 | -5.115 | 5.8 | 7.0e-09 | 0.01 | 0.03 | 0.95 | FALSE |
10 | GTEx | Breast Mammary Tissue (Female) | CBLN3 | 0.42 | 0.20 | lasso | 4 | 0.28 | 5.9e-09 | -5.074 | 6.0 | 2.1e-09 | 0.04 | 0.02 | 0.98 | FALSE |
11 | GTEx | Colon Sigmoid | HOMEZ | 0.24 | -0.01 | lasso | 4 | -0.01 | 9.6e-01 | 21.839 | -17.6 | 3.7e-69 | -0.50 | 0.06 | 0.30 | TRUE |
12 | GTEx | Colon Transverse | RBM23 | 0.31 | 0.05 | lasso | 4 | 0.10 | 2.0e-05 | 2.558 | 9.9 | 2.9e-23 | 0.23 | 0.16 | 0.05 | TRUE |
13 | GTEx | Colon Transverse | CBLN3 | 0.46 | 0.31 | lasso | 6 | 0.34 | 5.3e-17 | -5.453 | 5.3 | 1.3e-07 | 0.00 | 0.11 | 0.89 | FALSE |
14 | GTEx | Colon Transverse | RP11-66N24.4 | 0.36 | 0.11 | lasso | 7 | 0.06 | 7.1e-04 | 5.483 | 8.3 | 7.4e-17 | 0.02 | 0.14 | 0.09 | TRUE |
15 | GTEx | Colon Transverse | AP1G2 | 0.39 | 0.03 | lasso | 7 | 0.09 | 3.2e-05 | 5.483 | 6.7 | 2.8e-11 | -0.03 | 0.14 | 0.07 | FALSE |
16 | GTEx | Esophagus Gastroesophageal Junction | HAUS4 | 0.37 | 0.24 | enet | 22 | 0.24 | 3.7e-09 | 0.797 | -6.2 | 5.1e-10 | -0.19 | 0.99 | 0.00 | FALSE |
17 | GTEx | Esophagus Gastroesophageal Junction | RBM23 | 0.28 | 0.00 | enet | 32 | 0.04 | 1.7e-02 | -0.166 | 11.1 | 7.9e-29 | 0.32 | 0.05 | 0.42 | FALSE |
18 | GTEx | Esophagus Muscularis | CBLN3 | 0.62 | 0.33 | enet | 23 | 0.36 | 1.8e-22 | -5.453 | 5.9 | 4.4e-09 | 0.01 | 0.10 | 0.90 | FALSE |
19 | GTEx | Heart Atrial Appendage | CBLN3 | 0.58 | 0.40 | lasso | 5 | 0.38 | 2.3e-18 | -5.453 | 5.3 | 9.0e-08 | 0.01 | 0.11 | 0.89 | FALSE |
20 | GTEx | Heart Left Ventricle | CBLN3 | 0.35 | 0.23 | lasso | 8 | 0.21 | 1.5e-11 | -5.453 | 5.5 | 3.4e-08 | 0.01 | 0.12 | 0.88 | FALSE |
21 | GTEx | Lung | KHNYN | 0.14 | 0.08 | lasso | 5 | 0.05 | 9.7e-05 | -5.983 | -6.2 | 5.8e-10 | -0.05 | 0.00 | 1.00 | FALSE |
22 | GTEx | Muscle Skeletal | CBLN3 | 0.14 | 0.13 | enet | 7 | 0.13 | 4.8e-13 | -5.367 | 5.6 | 2.3e-08 | 0.03 | 0.13 | 0.87 | FALSE |
23 | GTEx | Nerve Tibial | KHNYN | 0.34 | 0.10 | lasso | 8 | 0.15 | 1.6e-10 | -5.983 | -6.2 | 7.0e-10 | -0.04 | 0.00 | 1.00 | FALSE |
24 | GTEx | Nerve Tibial | CBLN3 | 0.71 | 0.35 | enet | 18 | 0.36 | 1.9e-26 | -5.115 | 5.2 | 2.4e-07 | 0.02 | 0.20 | 0.80 | FALSE |
25 | GTEx | Skin Not Sun Exposed Suprapubic | SLC22A17 | 0.21 | 0.05 | lasso | 4 | 0.07 | 1.1e-04 | 21.030 | 18.8 | 7.1e-79 | 0.44 | 0.32 | 0.32 | TRUE |
26 | GTEx | Skin Not Sun Exposed Suprapubic | CBLN3 | 0.41 | 0.34 | lasso | 2 | 0.30 | 3.4e-17 | -5.115 | 5.1 | 2.7e-07 | 0.01 | 0.18 | 0.82 | FALSE |
27 | GTEx | Skin Sun Exposed Lower leg | NGDN | 0.09 | 0.02 | lasso | 3 | 0.01 | 9.2e-02 | 8.044 | -7.0 | 2.8e-12 | -0.02 | 0.41 | 0.02 | TRUE |
28 | GTEx | Skin Sun Exposed Lower leg | CBLN3 | 0.47 | 0.32 | enet | 21 | 0.32 | 2.6e-27 | -5.115 | 5.3 | 1.4e-07 | 0.02 | 0.23 | 0.77 | FALSE |
29 | GTEx | Testis | PSMB5 | 0.30 | 0.01 | enet | 23 | 0.09 | 1.3e-04 | -0.077 | 5.5 | 4.0e-08 | 0.20 | 0.08 | 0.14 | TRUE |
30 | GTEx | Whole Blood | KHNYN | 0.17 | 0.15 | lasso | 1 | 0.14 | 2.1e-12 | -5.983 | -6.0 | 2.2e-09 | -0.05 | 0.00 | 1.00 | FALSE |
31 | METSIM | Adipose | CDH24 | 0.04 | 0.00 | bslmm | 524 | 0.01 | 1.7e-02 | -2.226 | 8.1 | 6.3e-16 | 0.22 | 0.06 | 0.04 | FALSE |
32 | METSIM | Adipose | KHNYN | 0.04 | 0.04 | lasso | 1 | 0.03 | 2.2e-05 | -5.983 | -6.0 | 2.2e-09 | -0.05 | 0.00 | 0.99 | FALSE |
33 | METSIM | Adipose | PPP1R3E | 0.07 | 0.00 | blup | 462 | 0.02 | 5.3e-04 | 6.684 | 15.3 | 9.4e-53 | 0.44 | 0.04 | 0.59 | FALSE |
34 | METSIM | Adipose | SLC22A17 | 0.09 | 0.09 | bslmm | 438 | 0.09 | 9.0e-13 | 6.214 | 6.7 | 2.9e-11 | 0.19 | 1.00 | 0.00 | TRUE |
35 | METSIM | Adipose | SLC7A8 | 0.07 | 0.00 | blup | 492 | 0.02 | 4.2e-04 | 1.083 | 9.2 | 5.5e-20 | 0.14 | 0.09 | 0.07 | TRUE |
36 | NTR | Blood | KHNYN | 0.07 | 0.06 | bslmm | 564 | 0.06 | 6.6e-19 | -6.135 | -5.7 | 1.1e-08 | -0.07 | 0.00 | 1.00 | FALSE |
37 | YFS | Blood | KHNYN | 0.36 | 0.20 | enet | 50 | 0.29 | 1.2e-96 | -6.135 | -6.0 | 2.5e-09 | -0.02 | 0.00 | 1.00 | FALSE |
38 | The Cancer Genome Atlas | Bladder Urothelial Carcinoma | CBLN3 | 0.21 | 0.18 | lasso | 3 | 0.19 | 8.2e-16 | -5.367 | 5.4 | 6.6e-08 | 0.02 | 0.12 | 0.88 | FALSE |
39 | The Cancer Genome Atlas | Breast Invasive Carcinoma | CBLN3 | 0.20 | 0.18 | lasso | 3 | 0.18 | 5.0e-36 | -5.367 | 5.4 | 7.6e-08 | 0.02 | 0.11 | 0.89 | FALSE |
40 | The Cancer Genome Atlas | Colon Adenocarcinoma | CBLN3 | 0.24 | 0.14 | enet | 8 | 0.13 | 4.0e-08 | -5.074 | 5.3 | 1.1e-07 | 0.01 | 0.14 | 0.86 | FALSE |
41 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | EFS | 0.05 | 0.04 | lasso | 2 | 0.03 | 1.1e-04 | 11.040 | -11.3 | 1.4e-29 | -0.18 | 0.14 | 0.03 | FALSE |
42 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | CBLN3 | 0.49 | 0.36 | lasso | 7 | 0.36 | 1.3e-21 | -5.367 | 5.3 | 1.3e-07 | 0.02 | 0.13 | 0.87 | FALSE |
43 | The Cancer Genome Atlas | Brain Lower Grade Glioma | CBLN3 | 0.27 | 0.12 | enet | 12 | 0.16 | 2.9e-17 | -5.367 | 6.6 | 5.4e-11 | 0.03 | 0.10 | 0.90 | TRUE |
44 | The Cancer Genome Atlas | Pancreatic Adenocarcinoma | CBLN3 | 0.37 | 0.35 | lasso | 4 | 0.34 | 4.4e-15 | -5.453 | 5.5 | 3.0e-08 | 0.03 | 0.11 | 0.89 | FALSE |
45 | The Cancer Genome Atlas | Pheochromocytoma and Paraganglioma | HOMEZ | 0.19 | 0.01 | blup | 41 | 0.05 | 6.0e-03 | 4.382 | 5.4 | 5.2e-08 | 0.21 | 0.01 | 0.39 | FALSE |
46 | The Cancer Genome Atlas | Soft Tissue Sarcoma | CBLN3 | 0.22 | 0.18 | lasso | 3 | 0.17 | 2.2e-10 | -5.115 | 5.1 | 2.7e-07 | 0.01 | 0.27 | 0.73 | FALSE |
47 | The Cancer Genome Atlas | Stomach Adenocarcinoma | CBLN3 | 0.30 | 0.26 | lasso | 1 | 0.24 | 1.4e-17 | -5.367 | 5.4 | 8.0e-08 | 0.02 | 0.12 | 0.88 | FALSE |
48 | The Cancer Genome Atlas | Testicular Germ Cell Tumors | CMTM5 | 0.15 | 0.06 | lasso | 4 | 0.05 | 9.0e-03 | 6.668 | -15.3 | 1.5e-52 | -0.48 | 0.02 | 0.26 | TRUE |
49 | The Cancer Genome Atlas | Testicular Germ Cell Tumors | THTPA | 0.12 | 0.01 | blup | 62 | 0.04 | 1.2e-02 | 8.055 | -8.3 | 9.8e-17 | -0.06 | 0.02 | 0.17 | TRUE |
50 | The Cancer Genome Atlas | Thyroid Carcinoma | NGDN | 0.05 | 0.03 | enet | 9 | 0.02 | 5.9e-03 | 4.650 | 9.8 | 1.5e-22 | 0.24 | 0.02 | 0.15 | TRUE |