Best TWAS P=1.22e-25 · Best GWAS P=1.72e-43 conditioned to NaN
# | 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 | ADAM17 | 0.14 | 0.08 | enet | 17 | 0.13 | 2.2e-15 | -9.24 | 7.7 | 1.1e-14 | 0.10 | 1.00 | 0.00 | FALSE |
2 | CommonMind | Brain Pre-frontal Cortex | C2orf50 | 0.20 | 0.02 | lasso | 11 | 0.10 | 9.2e-13 | -1.38 | 5.5 | 3.4e-08 | -0.10 | 0.11 | 0.88 | FALSE |
3 | CommonMind | Brain Pre-frontal Cortex | IAH1 | 0.08 | 0.03 | bslmm | 463 | 0.03 | 3.9e-04 | -8.61 | -8.4 | 4.5e-17 | -0.07 | 0.13 | 0.86 | TRUE |
4 | GTEx | Adipose Subcutaneous | CPSF3 | 0.16 | 0.11 | lasso | 5 | 0.15 | 1.5e-12 | 1.37 | -5.5 | 4.4e-08 | -0.04 | 0.13 | 0.87 | FALSE |
5 | GTEx | Adipose Subcutaneous | PQLC3 | 0.22 | 0.16 | enet | 18 | 0.18 | 1.2e-14 | 6.31 | 7.1 | 1.3e-12 | -0.05 | 0.02 | 0.98 | FALSE |
6 | GTEx | Adipose Visceral Omentum | PQLC3 | 0.12 | 0.07 | enet | 12 | 0.04 | 5.7e-03 | 6.31 | 7.1 | 1.4e-12 | -0.06 | 0.03 | 0.97 | FALSE |
7 | GTEx | Adrenal Gland | PQLC3 | 0.26 | 0.23 | enet | 6 | 0.26 | 1.1e-09 | -5.18 | 6.5 | 6.3e-11 | -0.06 | 0.06 | 0.94 | FALSE |
8 | GTEx | Adrenal Gland | RP11-95D17.1 | 0.39 | 0.16 | enet | 40 | 0.09 | 5.6e-04 | 2.64 | -7.3 | 2.9e-13 | -0.05 | 0.14 | 0.04 | TRUE |
9 | GTEx | Artery Tibial | PQLC3 | 0.13 | 0.08 | enet | 9 | 0.14 | 8.0e-11 | 5.64 | 6.5 | 7.9e-11 | -0.07 | 0.04 | 0.96 | FALSE |
10 | GTEx | Brain Cerebellum | KLF11 | 0.30 | 0.00 | lasso | 10 | 0.02 | 8.7e-02 | 0.91 | 9.2 | 4.3e-20 | 0.56 | 0.04 | 0.42 | FALSE |
11 | GTEx | Brain Cortex | KLF11 | 0.42 | 0.02 | enet | 38 | 0.01 | 1.6e-01 | 8.12 | 8.6 | 8.3e-18 | 0.52 | 0.05 | 0.26 | TRUE |
12 | GTEx | Brain Frontal Cortex BA9 | ADAM17 | 0.20 | 0.14 | lasso | 5 | 0.15 | 7.8e-05 | -9.15 | 9.3 | 1.9e-20 | 0.05 | 0.51 | 0.04 | TRUE |
13 | GTEx | Breast Mammary Tissue | PQLC3 | 0.22 | 0.12 | enet | 7 | 0.09 | 1.7e-05 | 6.31 | 6.5 | 8.3e-11 | -0.05 | 0.04 | 0.96 | FALSE |
14 | GTEx | Breast Mammary Tissue (Male) | PQLC3 | 0.39 | 0.16 | lasso | 6 | 0.13 | 6.4e-04 | 6.28 | 6.5 | 8.4e-11 | -0.05 | 0.03 | 0.95 | FALSE |
15 | GTEx | Breast Mammary Tissue (Female) | RP11-254F7.2 | 0.20 | -0.01 | lasso | 4 | -0.01 | 7.8e-01 | 4.50 | 5.5 | 3.9e-08 | 0.47 | 0.05 | 0.11 | TRUE |
16 | GTEx | Cells Transformed fibroblasts | IAH1 | 0.09 | 0.10 | lasso | 4 | 0.07 | 3.7e-06 | -8.73 | -8.9 | 6.9e-19 | -0.10 | 0.02 | 0.98 | FALSE |
17 | GTEx | Cells Transformed fibroblasts | PQLC3 | 0.20 | 0.13 | enet | 28 | 0.17 | 1.3e-12 | -5.18 | 5.6 | 2.3e-08 | -0.03 | 0.13 | 0.87 | FALSE |
18 | GTEx | Colon Sigmoid | PQLC3 | 0.29 | 0.17 | lasso | 9 | 0.10 | 1.7e-04 | 5.24 | 5.2 | 2.2e-07 | -0.05 | 0.10 | 0.68 | FALSE |
19 | GTEx | Colon Transverse | PQLC3 | 0.15 | 0.12 | lasso | 6 | 0.10 | 1.7e-05 | -7.26 | 7.5 | 4.3e-14 | -0.07 | 0.02 | 0.98 | TRUE |
20 | GTEx | Esophagus Gastroesophageal Junction | PQLC3 | 0.21 | 0.08 | lasso | 5 | 0.01 | 1.8e-01 | 7.17 | 7.4 | 1.1e-13 | -0.08 | 0.03 | 0.86 | FALSE |
21 | GTEx | Esophagus Mucosa | PQLC3 | 0.25 | 0.10 | lasso | 4 | 0.18 | 2.1e-12 | -7.27 | 6.0 | 2.1e-09 | -0.04 | 0.02 | 0.98 | FALSE |
22 | GTEx | Esophagus Muscularis | PQLC3 | 0.16 | 0.10 | enet | 5 | 0.07 | 4.3e-05 | 6.24 | 6.5 | 5.6e-11 | -0.06 | 0.08 | 0.92 | FALSE |
23 | GTEx | Esophagus Muscularis | RP11-400L8.2 | 0.10 | 0.04 | lasso | 6 | 0.02 | 1.6e-02 | -8.84 | 9.1 | 8.9e-20 | 0.07 | 0.03 | 0.87 | TRUE |
24 | GTEx | Lung | PQLC3 | 0.26 | 0.20 | enet | 24 | 0.21 | 6.9e-16 | 5.64 | 5.3 | 1.4e-07 | -0.03 | 0.18 | 0.82 | FALSE |
25 | GTEx | Muscle Skeletal | ADAM17 | 0.07 | 0.07 | enet | 5 | 0.05 | 4.5e-06 | -8.83 | -8.6 | 7.1e-18 | -0.11 | 0.99 | 0.00 | TRUE |
26 | GTEx | Muscle Skeletal | RP11-400L8.2 | 0.11 | 0.11 | lasso | 7 | 0.11 | 7.9e-11 | -8.54 | 8.6 | 7.5e-18 | 0.10 | 0.33 | 0.67 | FALSE |
27 | GTEx | Nerve Tibial | ADAM17 | 0.10 | 0.02 | enet | 8 | 0.01 | 3.9e-02 | -8.73 | 8.9 | 7.5e-19 | 0.11 | 0.63 | 0.02 | FALSE |
28 | GTEx | Nerve Tibial | PQLC3 | 0.29 | 0.20 | lasso | 7 | 0.22 | 2.6e-15 | 5.64 | 5.7 | 1.1e-08 | -0.07 | 0.63 | 0.37 | FALSE |
29 | GTEx | Ovary | PQLC3 | 0.32 | 0.11 | lasso | 5 | 0.12 | 9.5e-04 | 5.68 | 6.5 | 6.5e-11 | -0.05 | 0.07 | 0.66 | FALSE |
30 | GTEx | Skin Not Sun Exposed Suprapubic | CPSF3 | 0.11 | 0.07 | lasso | 6 | 0.04 | 1.9e-03 | -8.55 | -7.2 | 5.2e-13 | -0.10 | 0.02 | 0.94 | FALSE |
31 | GTEx | Skin Not Sun Exposed Suprapubic | PQLC3 | 0.16 | 0.10 | lasso | 5 | 0.05 | 1.4e-03 | 5.64 | 6.0 | 1.9e-09 | -0.06 | 0.04 | 0.96 | FALSE |
32 | GTEx | Skin Sun Exposed Lower leg | CPSF3 | 0.09 | 0.07 | lasso | 3 | 0.06 | 7.2e-06 | -8.52 | -8.5 | 1.5e-17 | -0.10 | 0.02 | 0.98 | FALSE |
33 | GTEx | Skin Sun Exposed Lower leg | PQLC3 | 0.14 | 0.07 | lasso | 7 | 0.09 | 9.3e-08 | 6.31 | 6.7 | 2.4e-11 | -0.06 | 0.04 | 0.96 | FALSE |
34 | GTEx | Skin Sun Exposed Lower leg | RP11-254F7.2 | 0.21 | 0.10 | enet | 11 | 0.17 | 6.3e-14 | 8.25 | -5.5 | 3.2e-08 | -0.31 | 1.00 | 0.00 | TRUE |
35 | GTEx | Stomach | PQLC3 | 0.17 | 0.08 | lasso | 3 | 0.04 | 4.0e-03 | 6.24 | 6.2 | 5.2e-10 | -0.05 | 0.07 | 0.90 | FALSE |
36 | GTEx | Testis | ITGB1BP1 | 0.27 | 0.22 | lasso | 3 | 0.21 | 7.5e-10 | -8.52 | -8.6 | 8.4e-18 | -0.10 | 0.23 | 0.77 | FALSE |
37 | GTEx | Testis | CPSF3 | 0.17 | 0.03 | enet | 11 | 0.05 | 4.2e-03 | -8.84 | -8.8 | 2.1e-18 | -0.05 | 0.09 | 0.74 | TRUE |
38 | GTEx | Testis | IAH1 | 0.30 | 0.07 | lasso | 6 | 0.09 | 5.8e-05 | -8.72 | -8.9 | 5.0e-19 | -0.09 | 0.10 | 0.85 | FALSE |
39 | GTEx | Testis | PQLC3 | 0.13 | 0.16 | enet | 13 | 0.15 | 3.2e-07 | 6.24 | 5.7 | 1.4e-08 | -0.03 | 0.06 | 0.92 | FALSE |
40 | GTEx | Thyroid | GRHL1 | 0.15 | 0.04 | enet | 30 | 0.02 | 1.2e-02 | -4.22 | 10.5 | 1.2e-25 | 0.33 | 0.18 | 0.21 | TRUE |
41 | GTEx | Thyroid | PQLC3 | 0.19 | 0.18 | enet | 21 | 0.17 | 3.6e-13 | -7.26 | 7.0 | 2.5e-12 | -0.06 | 0.02 | 0.98 | FALSE |
42 | METSIM | Adipose | PQLC3 | 0.11 | 0.04 | bslmm | 515 | 0.04 | 6.0e-07 | 6.24 | -5.5 | 3.1e-08 | 0.03 | 0.74 | 0.24 | FALSE |
43 | NTR | Blood | ADAM17 | 0.03 | 0.03 | lasso | 8 | 0.03 | 2.1e-09 | -8.70 | 8.9 | 4.5e-19 | 0.10 | 1.00 | 0.00 | FALSE |
44 | NTR | Blood | IAH1 | 0.03 | 0.03 | lasso | 10 | 0.04 | 8.8e-12 | -8.69 | 9.2 | 3.1e-20 | 0.09 | 0.10 | 0.90 | FALSE |
45 | NTR | Blood | PQLC3 | 0.15 | 0.14 | enet | 14 | 0.15 | 1.8e-45 | 6.28 | 5.5 | 3.1e-08 | -0.06 | 0.94 | 0.06 | FALSE |
46 | ROSMAP | Brain Pre-frontal Cortex | IAH1 | 0.08 | 0.07 | lasso | 5 | 0.07 | 8.8e-09 | -8.64 | -7.7 | 1.7e-14 | -0.10 | 0.27 | 0.73 | FALSE |
47 | ROSMAP | Brain Pre-frontal Cortex | PQLC3 | 0.17 | 0.07 | enet | 20 | 0.12 | 8.7e-15 | -3.84 | 5.3 | 1.0e-07 | -0.03 | 0.07 | 0.93 | FALSE |
48 | ROSMAP | Brain Pre-frontal Cortex | RP11-254F7.2 | 0.35 | 0.21 | bslmm | 562 | 0.30 | 1.4e-39 | 7.94 | 7.8 | 7.9e-15 | 0.58 | 1.00 | 0.00 | TRUE |
49 | YFS | Blood | YWHAQ | 0.07 | 0.04 | bslmm | 485 | 0.05 | 1.9e-15 | 2.76 | 6.9 | 5.3e-12 | -0.05 | 1.00 | 0.00 | TRUE |
50 | The Cancer Genome Atlas | Breast Invasive Carcinoma | ADAM17 | 0.03 | 0.02 | blup | 41 | 0.03 | 1.8e-06 | -8.93 | -8.6 | 6.4e-18 | -0.10 | 0.08 | 0.91 | TRUE |
51 | The Cancer Genome Atlas | Breast Invasive Carcinoma | PQLC3 | 0.02 | 0.01 | blup | 52 | 0.01 | 5.2e-04 | -5.82 | 5.7 | 1.2e-08 | -0.04 | 0.01 | 0.98 | FALSE |
52 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | PQLC3 | 0.03 | 0.03 | blup | 52 | 0.01 | 1.5e-02 | 7.17 | 6.2 | 4.4e-10 | -0.09 | 0.01 | 0.85 | FALSE |
53 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | IAH1 | 0.03 | 0.01 | blup | 35 | 0.02 | 1.7e-03 | -8.73 | -9.7 | 2.1e-22 | -0.07 | 0.02 | 0.80 | TRUE |
54 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | PQLC3 | 0.10 | 0.08 | blup | 51 | 0.10 | 6.9e-11 | 6.31 | 6.6 | 4.9e-11 | -0.01 | 0.08 | 0.92 | FALSE |
55 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | PQLC3 | 0.06 | 0.03 | blup | 51 | 0.02 | 3.6e-02 | 6.28 | 6.3 | 2.4e-10 | -0.05 | 0.02 | 0.73 | FALSE |
56 | The Cancer Genome Atlas | Lung Adenocarcinoma | ADAM17 | 0.03 | 0.01 | blup | 41 | 0.02 | 4.7e-03 | -8.70 | -7.6 | 3.0e-14 | -0.16 | 0.05 | 0.49 | FALSE |
57 | The Cancer Genome Atlas | Lung Adenocarcinoma | PQLC3 | 0.08 | 0.07 | blup | 52 | 0.08 | 2.0e-09 | -6.84 | 6.0 | 2.7e-09 | -0.06 | 0.01 | 0.99 | FALSE |
58 | The Cancer Genome Atlas | Ovarian Serous Cystadenocarcinoma | PQLC3 | 0.06 | 0.01 | blup | 51 | 0.05 | 1.5e-04 | 6.28 | 6.2 | 4.7e-10 | -0.04 | 0.01 | 0.96 | FALSE |
59 | The Cancer Genome Atlas | Pheochromocytoma and Paraganglioma | ITGB1BP1 | 0.17 | -0.01 | blup | 32 | 0.09 | 1.9e-04 | -1.11 | -6.5 | 1.1e-10 | 0.00 | 0.01 | 0.26 | TRUE |
60 | The Cancer Genome Atlas | Prostate Adenocarcinoma | PQLC3 | 0.10 | 0.14 | enet | 13 | 0.14 | 6.3e-15 | -7.18 | 6.5 | 5.7e-11 | -0.05 | 0.01 | 0.99 | FALSE |
61 | The Cancer Genome Atlas | Stomach Adenocarcinoma | PQLC3 | 0.07 | 0.05 | lasso | 5 | 0.05 | 2.5e-04 | -6.84 | 6.7 | 2.6e-11 | -0.06 | 0.01 | 0.98 | FALSE |
62 | The Cancer Genome Atlas | Testicular Germ Cell Tumors | ADAM17 | 0.10 | 0.14 | lasso | 2 | 0.13 | 3.2e-05 | -8.80 | -9.3 | 1.9e-20 | -0.12 | 0.06 | 0.90 | FALSE |
63 | The Cancer Genome Atlas | Testicular Germ Cell Tumors | PQLC3 | 0.23 | 0.10 | enet | 12 | 0.21 | 6.2e-08 | 7.17 | 6.3 | 3.2e-10 | -0.05 | 0.01 | 0.99 | FALSE |
64 | The Cancer Genome Atlas | Thyroid Carcinoma | PQLC3 | 0.18 | 0.17 | lasso | 9 | 0.20 | 2.5e-19 | -7.26 | 5.9 | 4.4e-09 | -0.04 | 0.01 | 0.99 | FALSE |