Best TWAS P=4.88e-22 · Best GWAS P=2.78e-24 conditioned to 0.000687
# | 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 | NUDC | 0.05 | 0.03 | bslmm | 257 | 0.03 | 7.4e-05 | 5.11 | 5.7 | 1.1e-08 | -0.02 | 0.76 | 0.01 | FALSE |
2 | GTEx | Artery Aorta | PIGV | 0.11 | 0.10 | lasso | 9 | 0.08 | 2.7e-05 | 5.02 | -5.3 | 1.0e-07 | 0.04 | 0.93 | 0.00 | FALSE |
3 | GTEx | Artery Tibial | CEP85 | 0.18 | 0.02 | lasso | 3 | 0.04 | 6.2e-04 | -3.17 | -5.3 | 9.6e-08 | 0.09 | 0.53 | 0.07 | TRUE |
4 | GTEx | Brain Cortex | CNKSR1 | 0.46 | 0.23 | enet | 33 | 0.31 | 3.5e-09 | -1.97 | 5.4 | 8.3e-08 | -0.06 | 0.84 | 0.01 | FALSE |
5 | GTEx | Breast Mammary Tissue (Female) | RP11-335G20.7 | 0.47 | 0.19 | enet | 23 | 0.10 | 9.0e-04 | -4.43 | -5.8 | 6.8e-09 | -0.03 | 0.66 | 0.06 | TRUE |
6 | GTEx | Breast Mammary Tissue (Female) | RP3-465N24.5 | 0.12 | 0.00 | lasso | 2 | 0.00 | 3.8e-01 | -4.37 | -5.3 | 1.1e-07 | 0.01 | 0.04 | 0.06 | FALSE |
7 | GTEx | Cells Transformed fibroblasts | RP1-125I3.2 | 0.06 | 0.04 | enet | 19 | 0.03 | 3.3e-03 | 6.28 | -6.5 | 6.6e-11 | 0.18 | 0.08 | 0.46 | FALSE |
8 | GTEx | Colon Sigmoid | PIGV | 0.18 | 0.03 | enet | 37 | 0.04 | 1.5e-02 | 5.05 | -5.9 | 4.0e-09 | 0.21 | 0.22 | 0.06 | FALSE |
9 | GTEx | Colon Transverse | CNKSR1 | 0.14 | 0.00 | enet | 21 | 0.00 | 2.0e-01 | -4.19 | 5.2 | 2.4e-07 | 0.04 | 0.12 | 0.08 | FALSE |
10 | GTEx | Esophagus Mucosa | DHDDS | 0.11 | 0.06 | lasso | 4 | 0.04 | 6.6e-04 | -9.90 | -8.9 | 3.4e-19 | 0.60 | 0.04 | 0.93 | TRUE |
11 | GTEx | Esophagus Mucosa | PDIK1L | 0.10 | 0.09 | lasso | 6 | 0.09 | 8.8e-07 | 8.95 | -8.8 | 1.0e-18 | 0.10 | 0.96 | 0.01 | FALSE |
12 | GTEx | Muscle Skeletal | PIGV | 0.07 | 0.01 | enet | 12 | 0.02 | 2.1e-03 | 5.02 | -6.5 | 6.8e-11 | 0.18 | 0.50 | 0.02 | FALSE |
13 | GTEx | Nerve Tibial | NUDC | 0.12 | 0.00 | lasso | 6 | 0.01 | 1.2e-01 | 5.81 | 7.6 | 3.3e-14 | -0.27 | 0.03 | 0.39 | TRUE |
14 | GTEx | Nerve Tibial | PDIK1L | 0.09 | 0.01 | enet | 10 | 0.03 | 2.2e-03 | 7.42 | -7.9 | 3.3e-15 | 0.15 | 0.73 | 0.04 | FALSE |
15 | GTEx | Pancreas | CNKSR1 | 0.20 | 0.03 | enet | 20 | 0.04 | 7.3e-03 | 6.99 | -6.9 | 6.0e-12 | 0.27 | 0.12 | 0.10 | FALSE |
16 | GTEx | Pituitary | CNKSR1 | 0.38 | 0.16 | lasso | 7 | 0.15 | 1.4e-04 | 4.09 | -5.6 | 1.9e-08 | 0.12 | 0.33 | 0.04 | FALSE |
17 | GTEx | Skin Not Sun Exposed Suprapubic | CNKSR1 | 0.15 | 0.10 | lasso | 7 | 0.09 | 1.0e-05 | 4.10 | -6.2 | 6.2e-10 | 0.10 | 0.93 | 0.00 | FALSE |
18 | GTEx | Skin Not Sun Exposed Suprapubic | PDIK1L | 0.22 | 0.05 | enet | 37 | 0.11 | 8.3e-07 | 8.95 | -6.3 | 3.7e-10 | 0.15 | 0.98 | 0.01 | FALSE |
19 | GTEx | Skin Sun Exposed Lower leg | PDIK1L | 0.14 | 0.05 | enet | 23 | 0.12 | 3.1e-10 | 8.96 | -6.7 | 2.5e-11 | 0.15 | 0.99 | 0.01 | FALSE |
20 | GTEx | Spleen | PIGV | 0.16 | 0.13 | lasso | 13 | 0.16 | 6.6e-05 | 5.85 | -6.9 | 6.7e-12 | 0.09 | 0.31 | 0.06 | TRUE |
21 | GTEx | Thyroid | DHDDS | 0.14 | 0.08 | enet | 22 | 0.07 | 5.8e-06 | 5.18 | -5.2 | 1.8e-07 | 0.52 | 0.61 | 0.11 | FALSE |
22 | GTEx | Thyroid | CNKSR1 | 0.10 | 0.04 | lasso | 7 | 0.03 | 2.1e-03 | 7.78 | -8.4 | 5.3e-17 | 0.15 | 0.74 | 0.12 | FALSE |
23 | GTEx | Thyroid | SEPN1 | 0.10 | 0.03 | lasso | 3 | 0.04 | 7.0e-04 | -4.16 | -6.1 | 9.2e-10 | 0.00 | 0.89 | 0.01 | FALSE |
24 | GTEx | Whole Blood | CEP85 | 0.07 | 0.01 | enet | 17 | 0.02 | 1.3e-02 | -1.99 | -7.0 | 2.1e-12 | 0.07 | 0.27 | 0.04 | FALSE |
25 | ROSMAP | Brain Pre-frontal Cortex | NUDC | 0.18 | 0.15 | enet | 17 | 0.22 | 2.1e-28 | 5.10 | 6.6 | 3.2e-11 | -0.12 | 1.00 | 0.00 | FALSE |
26 | ROSMAP | Brain Pre-frontal Cortex | MTFR1L | 0.23 | 0.25 | lasso | 5 | 0.30 | 7.4e-39 | -4.24 | -5.4 | 8.0e-08 | 0.00 | 1.00 | 0.00 | FALSE |
27 | The Cancer Genome Atlas | Bladder Urothelial Carcinoma | TRIM63 | 0.03 | 0.02 | blup | 33 | 0.02 | 4.6e-03 | 8.96 | 8.8 | 1.1e-18 | -0.08 | 0.01 | 0.89 | FALSE |
28 | The Cancer Genome Atlas | Breast Invasive Carcinoma | FAM54B | 0.06 | 0.01 | blup | 63 | 0.04 | 1.8e-09 | 5.05 | -6.0 | 2.7e-09 | 0.03 | 0.01 | 0.98 | FALSE |
29 | The Cancer Genome Atlas | Breast Invasive Carcinoma | PDIK1L | 0.02 | 0.01 | blup | 37 | 0.02 | 6.1e-05 | 9.02 | -6.8 | 1.4e-11 | 0.09 | 0.02 | 0.95 | FALSE |
30 | The Cancer Genome Atlas | Breast Invasive Carcinoma | TRIM63 | 0.15 | 0.16 | lasso | 2 | 0.16 | 2.3e-32 | 8.96 | 9.0 | 2.4e-19 | -0.07 | 0.00 | 1.00 | FALSE |
31 | The Cancer Genome Atlas | Cervical Squamous Cell Carcinoma | TRIM63 | 0.14 | 0.15 | lasso | 1 | 0.14 | 2.2e-07 | 8.90 | 8.9 | 5.4e-19 | -0.07 | 0.01 | 0.99 | FALSE |
32 | The Cancer Genome Atlas | Colon Adenocarcinoma | TRIM63 | 0.08 | 0.10 | lasso | 4 | 0.10 | 3.7e-06 | 8.98 | 8.9 | 6.4e-19 | -0.08 | 0.01 | 0.99 | FALSE |
33 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | GRRP1 | 0.11 | 0.02 | blup | 52 | 0.03 | 8.8e-05 | -4.12 | 5.8 | 7.1e-09 | 0.01 | 0.02 | 0.29 | FALSE |
34 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | PDIK1L | 0.02 | 0.02 | blup | 37 | 0.02 | 2.8e-03 | 9.02 | -9.2 | 3.7e-20 | 0.08 | 0.01 | 0.86 | FALSE |
35 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | SLC30A2 | 0.03 | 0.02 | lasso | 3 | 0.01 | 1.1e-02 | 5.66 | -7.3 | 3.2e-13 | 0.08 | 0.02 | 0.90 | FALSE |
36 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | TRIM63 | 0.11 | 0.11 | enet | 4 | 0.12 | 9.0e-14 | 8.98 | 8.2 | 2.1e-16 | -0.07 | 0.00 | 1.00 | FALSE |
37 | The Cancer Genome Atlas | Brain Lower Grade Glioma | PDIK1L | 0.03 | 0.01 | blup | 37 | 0.02 | 2.6e-03 | 7.98 | -9.7 | 4.9e-22 | 0.05 | 0.01 | 0.59 | TRUE |
38 | The Cancer Genome Atlas | Brain Lower Grade Glioma | TRIM63 | 0.29 | 0.33 | enet | 20 | 0.33 | 2.5e-38 | 8.98 | 9.6 | 1.0e-21 | -0.07 | 0.00 | 1.00 | FALSE |
39 | The Cancer Genome Atlas | Lung Adenocarcinoma | TRIM63 | 0.14 | 0.20 | enet | 7 | 0.21 | 9.4e-24 | 8.77 | 8.7 | 2.7e-18 | -0.08 | 0.01 | 0.99 | FALSE |
40 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | CNKSR1 | 0.11 | 0.03 | blup | 57 | 0.05 | 3.5e-06 | 7.78 | -6.6 | 4.7e-11 | 0.10 | 0.14 | 0.56 | FALSE |
41 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | PDIK1L | 0.02 | 0.00 | blup | 37 | 0.02 | 1.2e-03 | 4.94 | -7.0 | 2.8e-12 | 0.09 | 0.02 | 0.75 | FALSE |
42 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | TRIM63 | 0.16 | 0.11 | lasso | 1 | 0.10 | 2.0e-11 | 8.98 | 9.0 | 2.7e-19 | -0.08 | 0.00 | 1.00 | FALSE |
43 | The Cancer Genome Atlas | Ovarian Serous Cystadenocarcinoma | TRIM63 | 0.14 | 0.18 | lasso | 7 | 0.15 | 3.0e-10 | 8.76 | 8.6 | 7.8e-18 | -0.07 | 0.02 | 0.98 | FALSE |
44 | The Cancer Genome Atlas | Pheochromocytoma and Paraganglioma | RPS6KA1 | 0.11 | 0.05 | lasso | 6 | 0.07 | 8.0e-04 | -8.69 | 8.0 | 9.4e-16 | -0.73 | 0.01 | 0.86 | FALSE |
45 | The Cancer Genome Atlas | Prostate Adenocarcinoma | FAM54B | 0.08 | 0.08 | enet | 4 | 0.07 | 4.0e-08 | 5.02 | -5.2 | 2.5e-07 | 0.04 | 0.00 | 0.99 | FALSE |
46 | The Cancer Genome Atlas | Prostate Adenocarcinoma | NUDC | 0.08 | 0.01 | blup | 34 | 0.03 | 4.4e-04 | 0.79 | 5.9 | 3.2e-09 | -0.09 | 0.00 | 0.04 | FALSE |
47 | The Cancer Genome Atlas | Prostate Adenocarcinoma | SH3BGRL3 | 0.05 | 0.03 | lasso | 2 | 0.03 | 9.3e-04 | 6.28 | 7.1 | 1.3e-12 | -0.18 | 0.00 | 0.94 | FALSE |
48 | The Cancer Genome Atlas | Rectum Adenocarcinoma | EXTL1 | 0.14 | 0.03 | blup | 46 | 0.05 | 2.2e-02 | 4.09 | -5.9 | 4.0e-09 | 0.05 | 0.02 | 0.40 | FALSE |
49 | The Cancer Genome Atlas | Rectum Adenocarcinoma | TRIM63 | 0.28 | 0.22 | lasso | 3 | 0.20 | 1.7e-05 | 5.66 | 7.1 | 9.1e-13 | -0.07 | 0.02 | 0.89 | FALSE |
50 | The Cancer Genome Atlas | Soft Tissue Sarcoma | FAM54B | 0.11 | 0.03 | blup | 63 | 0.09 | 3.3e-06 | -3.72 | -5.3 | 1.3e-07 | -0.01 | 0.03 | 0.89 | FALSE |
51 | The Cancer Genome Atlas | Thyroid Carcinoma | TRIM63 | 0.18 | 0.26 | enet | 7 | 0.26 | 3.0e-25 | 8.77 | 8.9 | 7.8e-19 | -0.07 | 0.01 | 0.99 | FALSE |
52 | The Cancer Genome Atlas | Uterine Corpus Endometrial Carcinoma | TRIM63 | 0.19 | 0.07 | blup | 33 | 0.14 | 1.3e-04 | 8.98 | 8.2 | 3.1e-16 | -0.06 | 0.01 | 0.99 | FALSE |