Best TWAS P=8.61e-15 · Best GWAS P=1.28e-17 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 | ALG12 | 0.04 | 0.03 | lasso | 2 | 0.02 | 7.6e-04 | -5.2 | -6.7 | 2.5e-11 | 0.12 | 0.03 | 0.96 | FALSE |
2 | CommonMind | Brain Pre-frontal Cortex | CRELD2 | 0.03 | 0.01 | lasso | 5 | 0.02 | 2.9e-03 | -5.5 | -7.2 | 7.4e-13 | 0.11 | 0.05 | 0.82 | FALSE |
3 | CommonMind | Brain Pre-frontal Cortex | MLC1 | 0.05 | 0.01 | blup | 412 | 0.02 | 8.2e-04 | 1.3 | 6.1 | 1.3e-09 | -0.42 | 0.12 | 0.54 | TRUE |
4 | CommonMind | Brain Pre-frontal Cortex | PPP6R2 | 0.14 | 0.02 | blup | 369 | 0.09 | 5.9e-11 | -8.5 | -6.6 | 5.4e-11 | 0.68 | 0.01 | 0.99 | FALSE |
5 | CommonMind | Brain Pre-frontal Cortex | TUBGCP6 | 0.14 | 0.10 | lasso | 5 | 0.10 | 6.3e-12 | -6.0 | -6.2 | 5.5e-10 | 0.18 | 1.00 | 0.00 | FALSE |
6 | GTEx | Adipose Visceral Omentum | PPP6R2 | 0.19 | 0.09 | enet | 7 | 0.03 | 7.8e-03 | 4.7 | -5.6 | 1.8e-08 | 0.29 | 0.19 | 0.08 | FALSE |
7 | GTEx | Adipose Visceral Omentum | ALG12 | 0.14 | 0.01 | lasso | 6 | 0.03 | 1.4e-02 | -8.1 | -7.8 | 8.6e-15 | 0.09 | 0.01 | 0.96 | TRUE |
8 | GTEx | Artery Aorta | PPP6R2 | 0.14 | 0.14 | lasso | 3 | 0.16 | 2.8e-09 | 4.7 | -5.3 | 1.0e-07 | 0.22 | 0.99 | 0.00 | FALSE |
9 | GTEx | Artery Tibial | SELO | 0.09 | 0.05 | lasso | 4 | 0.06 | 1.8e-05 | -6.1 | -6.0 | 1.7e-09 | 0.17 | 0.81 | 0.01 | FALSE |
10 | GTEx | Artery Tibial | PPP6R2 | 0.14 | 0.07 | lasso | 4 | 0.08 | 5.6e-07 | 4.7 | -5.6 | 1.7e-08 | 0.30 | 0.97 | 0.00 | FALSE |
11 | GTEx | Artery Tibial | CRELD2 | 0.09 | 0.09 | lasso | 1 | 0.08 | 1.5e-06 | -5.6 | -5.6 | 2.3e-08 | 0.10 | 0.97 | 0.01 | FALSE |
12 | GTEx | Brain Cerebellar Hemisphere | ZBED4 | 0.17 | 0.15 | lasso | 2 | 0.17 | 3.6e-05 | -5.6 | 5.6 | 1.8e-08 | -0.10 | 0.12 | 0.58 | FALSE |
13 | GTEx | Brain Cerebellum | TUBGCP6 | 0.37 | 0.00 | lasso | 6 | 0.01 | 1.5e-01 | -5.1 | -7.7 | 1.8e-14 | 0.16 | 0.07 | 0.06 | TRUE |
14 | GTEx | Brain Cerebellum | TRABD | 0.32 | 0.01 | lasso | 8 | 0.07 | 5.3e-03 | 3.0 | -5.5 | 4.3e-08 | 0.18 | 0.10 | 0.08 | TRUE |
15 | GTEx | Brain Hypothalamus | BRD1 | 0.36 | -0.01 | lasso | 11 | -0.01 | 5.0e-01 | -7.5 | -6.5 | 5.6e-11 | 0.11 | 0.03 | 0.67 | FALSE |
16 | GTEx | Breast Mammary Tissue | ALG12 | 0.24 | -0.01 | lasso | 9 | 0.03 | 8.6e-03 | -8.1 | -6.7 | 2.2e-11 | 0.17 | 0.02 | 0.97 | FALSE |
17 | GTEx | Breast Mammary Tissue (Female) | ALG12 | 0.20 | -0.01 | lasso | 7 | -0.01 | 8.6e-01 | -6.7 | -6.4 | 1.2e-10 | 0.15 | 0.04 | 0.70 | FALSE |
18 | GTEx | Breast Mammary Tissue (Female) | CRELD2 | 0.07 | -0.01 | lasso | 6 | -0.01 | 6.5e-01 | -6.0 | -5.8 | 6.2e-09 | 0.11 | 0.07 | 0.12 | FALSE |
19 | GTEx | Colon Sigmoid | CRELD2 | 0.20 | 0.07 | lasso | 6 | 0.04 | 1.7e-02 | -7.0 | -7.3 | 2.0e-13 | 0.11 | 0.02 | 0.90 | FALSE |
20 | GTEx | Colon Transverse | ACR | 0.18 | 0.01 | lasso | 7 | 0.04 | 4.0e-03 | 2.0 | -7.2 | 7.3e-13 | 0.60 | 0.02 | 0.69 | TRUE |
21 | GTEx | Colon Transverse | CRELD2 | 0.17 | 0.11 | enet | 9 | 0.10 | 2.2e-05 | -6.6 | -6.8 | 1.1e-11 | 0.07 | 0.61 | 0.33 | FALSE |
22 | GTEx | Esophagus Mucosa | SELO | 0.19 | 0.10 | lasso | 4 | 0.08 | 2.7e-06 | -6.0 | -6.1 | 1.3e-09 | 0.19 | 0.95 | 0.00 | TRUE |
23 | GTEx | Nerve Tibial | ALG12 | 0.13 | 0.04 | lasso | 6 | 0.05 | 2.5e-04 | -6.6 | -6.5 | 8.5e-11 | 0.10 | 0.14 | 0.84 | FALSE |
24 | GTEx | Pancreas | TRABD | 0.22 | -0.01 | lasso | 5 | 0.01 | 1.2e-01 | -1.4 | 6.9 | 5.0e-12 | -0.32 | 0.05 | 0.14 | FALSE |
25 | GTEx | Pancreas | ALG12 | 0.22 | 0.15 | lasso | 4 | 0.15 | 7.9e-07 | -5.7 | -5.7 | 1.0e-08 | 0.09 | 0.76 | 0.16 | FALSE |
26 | GTEx | Pancreas | RP3-402G11.26 | 0.20 | 0.04 | lasso | 4 | 0.02 | 4.1e-02 | 5.4 | 5.4 | 6.1e-08 | -0.40 | 0.06 | 0.11 | FALSE |
27 | GTEx | Stomach | SELO | 0.13 | 0.08 | lasso | 2 | 0.05 | 2.1e-03 | -6.1 | -5.8 | 6.1e-09 | 0.18 | 0.21 | 0.05 | FALSE |
28 | GTEx | Thyroid | SELO | 0.15 | 0.06 | lasso | 3 | 0.06 | 2.1e-05 | -6.1 | -7.4 | 1.9e-13 | 0.22 | 0.64 | 0.05 | TRUE |
29 | GTEx | Whole Blood | ZBED4 | 0.10 | 0.02 | lasso | 5 | 0.03 | 1.0e-03 | -5.8 | -6.8 | 1.3e-11 | 0.12 | 0.07 | 0.79 | FALSE |
30 | NTR | Blood | CRELD2 | 0.02 | 0.02 | lasso | 2 | 0.02 | 2.9e-06 | -6.6 | -7.0 | 2.8e-12 | 0.10 | 0.08 | 0.92 | FALSE |
31 | YFS | Blood | CRELD2 | 0.12 | 0.22 | lasso | 9 | 0.23 | 3.4e-73 | -5.8 | -6.3 | 2.6e-10 | 0.12 | 1.00 | 0.00 | FALSE |
32 | YFS | Blood | PLXNB2 | 0.02 | 0.02 | lasso | 4 | 0.02 | 3.6e-07 | 4.7 | -6.2 | 5.0e-10 | 0.40 | 0.95 | 0.04 | TRUE |
33 | YFS | Blood | SBF1 | 0.11 | 0.04 | blup | 303 | 0.06 | 4.3e-19 | 5.2 | 6.0 | 1.9e-09 | -0.38 | 1.00 | 0.00 | FALSE |
34 | YFS | Blood | ZBED4 | 0.04 | 0.03 | enet | 15 | 0.04 | 4.4e-12 | -7.9 | -7.1 | 1.3e-12 | 0.11 | 0.03 | 0.97 | FALSE |
35 | The Cancer Genome Atlas | Bladder Urothelial Carcinoma | SELO | 0.05 | 0.01 | blup | 49 | 0.03 | 7.6e-04 | -3.9 | -5.4 | 6.2e-08 | 0.20 | 0.10 | 0.49 | FALSE |
36 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | CRELD2 | 0.03 | 0.02 | blup | 38 | 0.02 | 3.2e-03 | -5.9 | -5.6 | 1.9e-08 | 0.09 | 0.23 | 0.18 | FALSE |
37 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | SELO | 0.04 | 0.03 | lasso | 3 | 0.03 | 2.0e-04 | -6.9 | -7.0 | 3.6e-12 | 0.23 | 0.00 | 0.98 | FALSE |
38 | The Cancer Genome Atlas | Brain Lower Grade Glioma | ALG12 | 0.03 | 0.00 | blup | 43 | 0.02 | 2.8e-03 | -7.8 | -7.1 | 9.4e-13 | 0.12 | 0.02 | 0.84 | FALSE |
39 | The Cancer Genome Atlas | Lung Adenocarcinoma | SELO | 0.04 | 0.02 | enet | 7 | 0.03 | 3.5e-04 | -6.0 | -5.3 | 1.2e-07 | 0.08 | 0.15 | 0.57 | FALSE |
40 | The Cancer Genome Atlas | Prostate Adenocarcinoma | CRELD2 | 0.04 | 0.06 | lasso | 1 | 0.06 | 1.7e-06 | -5.5 | -5.5 | 3.6e-08 | 0.12 | 0.88 | 0.09 | FALSE |
41 | The Cancer Genome Atlas | Prostate Adenocarcinoma | SELO | 0.07 | 0.04 | blup | 49 | 0.03 | 2.2e-04 | -6.1 | -7.0 | 2.0e-12 | 0.24 | 0.06 | 0.78 | TRUE |
42 | The Cancer Genome Atlas | Skin Cutaneous Melanoma | BRD1 | 0.17 | -0.01 | blup | 45 | 0.01 | 1.4e-01 | -4.2 | 5.4 | 5.4e-08 | -0.09 | 0.01 | 0.26 | FALSE |
43 | The Cancer Genome Atlas | Thyroid Carcinoma | SELO | 0.07 | 0.06 | lasso | 5 | 0.05 | 5.9e-06 | -6.1 | -5.8 | 5.2e-09 | 0.19 | 0.12 | 0.84 | FALSE |