Best TWAS P=1.18e-27 · Best GWAS P=9.4e-27 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 | AHRR | 0.25 | 0.18 | lasso | 12 | 0.21 | 1.2e-25 | 9.03 | 9.4 | 7.5e-21 | 0.49 | 1.00 | 0.00 | FALSE |
2 | CommonMind | Brain Pre-frontal Cortex | SDHA | 0.12 | 0.06 | bslmm | 290 | 0.11 | 8.6e-14 | 8.94 | -9.5 | 2.4e-21 | -0.58 | 1.00 | 0.00 | FALSE |
3 | GTEx | Adipose Subcutaneous | SDHA | 0.10 | 0.09 | lasso | 5 | 0.07 | 1.9e-06 | 9.03 | 9.5 | 2.5e-21 | 0.53 | 0.98 | 0.00 | FALSE |
4 | GTEx | Adipose Subcutaneous | CCDC127 | 0.07 | 0.00 | lasso | 4 | 0.00 | 2.1e-01 | 5.05 | 7.7 | 1.1e-14 | 0.42 | 0.07 | 0.70 | TRUE |
5 | GTEx | Adipose Visceral Omentum | SDHA | 0.10 | 0.05 | lasso | 3 | 0.07 | 1.5e-04 | 9.17 | 9.1 | 1.2e-19 | 0.48 | 0.30 | 0.12 | FALSE |
6 | GTEx | Adipose Visceral Omentum | CCDC127 | 0.13 | 0.03 | lasso | 4 | 0.05 | 9.0e-04 | 9.95 | 10.9 | 1.2e-27 | 0.74 | 0.03 | 0.95 | TRUE |
7 | GTEx | Artery Aorta | PDCD6 | 0.26 | 0.17 | lasso | 4 | 0.14 | 2.8e-08 | 9.03 | -8.4 | 3.0e-17 | -0.52 | 0.99 | 0.00 | FALSE |
8 | GTEx | Artery Coronary | CCDC127 | 0.27 | 0.02 | lasso | 7 | 0.00 | 2.7e-01 | 6.52 | 7.6 | 3.1e-14 | 0.45 | 0.02 | 0.61 | FALSE |
9 | GTEx | Artery Tibial | PDCD6 | 0.22 | 0.07 | lasso | 4 | 0.06 | 2.1e-05 | 9.03 | -7.4 | 1.7e-13 | -0.50 | 0.66 | 0.29 | FALSE |
10 | GTEx | Brain Cerebellum | CTD-2083E4.5 | 0.14 | 0.01 | lasso | 10 | 0.03 | 5.9e-02 | 6.09 | -7.5 | 7.0e-14 | -0.30 | 0.10 | 0.12 | FALSE |
11 | GTEx | Brain Frontal Cortex BA9 | AHRR | 0.32 | 0.21 | lasso | 4 | 0.18 | 1.6e-05 | 9.03 | 8.3 | 1.3e-16 | 0.51 | 0.12 | 0.06 | TRUE |
12 | GTEx | Cells Transformed fibroblasts | SDHA | 0.23 | 0.18 | lasso | 2 | 0.17 | 1.6e-12 | 9.03 | 9.1 | 1.4e-19 | 0.53 | 1.00 | 0.00 | FALSE |
13 | GTEx | Cells Transformed fibroblasts | CCDC127 | 0.25 | 0.13 | lasso | 5 | 0.14 | 9.0e-11 | 7.06 | 9.2 | 2.8e-20 | 0.49 | 0.81 | 0.19 | FALSE |
14 | GTEx | Cells Transformed fibroblasts | CTD-2083E4.5 | 0.09 | 0.07 | lasso | 3 | 0.05 | 1.2e-04 | 9.17 | -8.7 | 3.9e-18 | -0.52 | 0.42 | 0.11 | FALSE |
15 | GTEx | Colon Sigmoid | SLC9A3 | 0.18 | 0.05 | enet | 16 | 0.09 | 5.1e-04 | -0.54 | -5.5 | 3.7e-08 | -0.22 | 0.06 | 0.20 | FALSE |
16 | GTEx | Esophagus Gastroesophageal Junction | CCDC127 | 0.13 | 0.09 | lasso | 3 | 0.03 | 2.8e-02 | 7.18 | 7.0 | 1.9e-12 | 0.53 | 0.08 | 0.16 | FALSE |
17 | GTEx | Esophagus Gastroesophageal Junction | PDCD6 | 0.22 | 0.17 | lasso | 3 | 0.19 | 1.8e-07 | 7.06 | -6.0 | 1.6e-09 | -0.36 | 0.19 | 0.45 | FALSE |
18 | GTEx | Esophagus Gastroesophageal Junction | CTD-2083E4.5 | 0.25 | 0.11 | enet | 10 | 0.12 | 3.3e-05 | -0.16 | -5.1 | 3.1e-07 | -0.25 | 0.28 | 0.13 | FALSE |
19 | GTEx | Heart Atrial Appendage | SDHA | 0.15 | 0.04 | lasso | 3 | 0.02 | 4.3e-02 | 9.95 | -10.3 | 6.3e-25 | -0.82 | 0.02 | 0.94 | FALSE |
20 | GTEx | Muscle Skeletal | ZDHHC11B | 0.11 | 0.01 | enet | 16 | 0.03 | 4.0e-04 | 5.77 | 6.6 | 4.9e-11 | 0.25 | 0.37 | 0.03 | FALSE |
21 | GTEx | Muscle Skeletal | PDCD6 | 0.08 | 0.04 | lasso | 6 | 0.01 | 1.8e-02 | 8.93 | -6.7 | 2.8e-11 | -0.49 | 0.07 | 0.80 | FALSE |
22 | GTEx | Nerve Tibial | CCDC127 | 0.05 | 0.01 | lasso | 4 | 0.02 | 2.2e-02 | 9.95 | 10.4 | 3.1e-25 | 0.80 | 0.04 | 0.80 | FALSE |
23 | GTEx | Pancreas | EXOC3 | 0.15 | 0.09 | lasso | 4 | 0.14 | 2.0e-06 | -3.36 | 5.6 | 2.0e-08 | 0.21 | 0.60 | 0.02 | TRUE |
24 | GTEx | Testis | SDHA | 0.33 | 0.24 | lasso | 7 | 0.20 | 2.9e-09 | 5.77 | 8.6 | 7.4e-18 | 0.33 | 0.99 | 0.00 | FALSE |
25 | GTEx | Thyroid | EXOC3 | 0.16 | 0.04 | lasso | 5 | 0.06 | 3.6e-05 | 7.42 | 7.2 | 4.4e-13 | 0.28 | 0.82 | 0.01 | FALSE |
26 | GTEx | Thyroid | PDCD6 | 0.33 | 0.05 | enet | 39 | 0.22 | 1.6e-16 | 8.93 | -5.8 | 8.2e-09 | -0.55 | 0.82 | 0.18 | FALSE |
27 | GTEx | Thyroid | CTD-2083E4.5 | 0.07 | 0.06 | lasso | 2 | 0.04 | 3.6e-04 | 9.10 | -9.6 | 9.1e-22 | -0.53 | 0.31 | 0.12 | TRUE |
28 | GTEx | Whole Blood | SDHA | 0.05 | 0.01 | lasso | 5 | 0.01 | 3.4e-02 | 8.05 | -8.5 | 1.5e-17 | -0.62 | 0.23 | 0.30 | FALSE |
29 | METSIM | Adipose | CTD-2228K2.5 | 0.05 | 0.01 | blup | 315 | 0.02 | 1.4e-04 | 5.50 | 6.3 | 3.6e-10 | 0.23 | 0.16 | 0.02 | TRUE |
30 | METSIM | Adipose | PDCD6 | 0.09 | 0.04 | lasso | 9 | 0.05 | 1.5e-07 | -7.34 | 6.8 | 8.4e-12 | 0.19 | 1.00 | 0.00 | TRUE |
31 | METSIM | Adipose | SDHA | 0.09 | 0.04 | lasso | 12 | 0.03 | 8.5e-06 | 8.94 | 8.6 | 8.3e-18 | 0.55 | 1.00 | 0.00 | FALSE |
32 | NTR | Blood | CCDC127 | 0.02 | 0.01 | blup | 284 | 0.02 | 1.5e-06 | 7.18 | -9.7 | 4.1e-22 | -0.45 | 0.87 | 0.08 | FALSE |
33 | NTR | Blood | LOC100288152 | 0.01 | 0.01 | blup | 318 | 0.01 | 2.6e-04 | 4.43 | -5.9 | 4.7e-09 | -0.24 | 0.52 | 0.07 | FALSE |
34 | ROSMAP | Brain Pre-frontal Cortex | AHRR | 0.35 | 0.19 | enet | 29 | 0.28 | 1.4e-36 | 2.63 | 7.3 | 3.1e-13 | 0.36 | 1.00 | 0.00 | FALSE |
35 | ROSMAP | Brain Pre-frontal Cortex | SDHA | 0.07 | 0.04 | lasso | 4 | 0.04 | 2.3e-06 | 7.18 | -7.8 | 4.3e-15 | -0.25 | 0.94 | 0.01 | FALSE |
36 | ROSMAP | Brain Pre-frontal Cortex | CCDC127 | 0.19 | 0.18 | lasso | 6 | 0.19 | 3.3e-24 | 7.85 | -6.4 | 1.9e-10 | -0.19 | 1.00 | 0.00 | TRUE |
37 | ROSMAP | Brain Pre-frontal Cortex | EXOC3 | 0.40 | 0.32 | enet | 19 | 0.36 | 5.3e-49 | -2.77 | 5.2 | 1.7e-07 | 0.35 | 1.00 | 0.00 | FALSE |
38 | ROSMAP | Brain Pre-frontal Cortex | ZDHHC11B | 0.05 | 0.00 | bslmm | 350 | 0.02 | 4.9e-04 | 9.70 | 5.4 | 5.8e-08 | 0.39 | 0.04 | 0.23 | FALSE |
39 | YFS | Blood | PDCD6 | 0.03 | 0.03 | bslmm | 276 | 0.03 | 1.6e-09 | 9.03 | 10.7 | 1.5e-26 | 0.60 | 1.00 | 0.00 | FALSE |
40 | The Cancer Genome Atlas | Breast Invasive Carcinoma | AHRR | 0.04 | 0.03 | lasso | 3 | 0.03 | 1.1e-06 | 7.85 | 10.7 | 8.9e-27 | 0.68 | 0.02 | 0.98 | FALSE |
41 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | AHRR | 0.10 | 0.01 | blup | 100 | 0.05 | 2.4e-06 | 8.05 | 6.4 | 1.9e-10 | 0.37 | 0.09 | 0.27 | TRUE |
42 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | LRRC14B | 0.04 | 0.02 | blup | 63 | 0.01 | 2.0e-02 | 3.54 | 6.0 | 1.5e-09 | 0.21 | 0.09 | 0.26 | FALSE |
43 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | PDCD6 | 0.03 | 0.02 | blup | 49 | 0.02 | 2.9e-03 | 8.94 | 9.2 | 2.8e-20 | 0.66 | 0.36 | 0.10 | FALSE |
44 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | SDHA | 0.04 | 0.03 | blup | 62 | 0.05 | 3.3e-06 | 9.03 | 9.6 | 1.0e-21 | 0.49 | 0.80 | 0.11 | FALSE |
45 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | AHRR | 0.09 | 0.01 | blup | 100 | 0.06 | 2.7e-04 | -7.34 | 7.8 | 4.2e-15 | 0.32 | 0.05 | 0.20 | FALSE |
46 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | CCDC127 | 0.10 | 0.05 | enet | 7 | 0.06 | 4.0e-04 | 7.06 | 6.0 | 2.2e-09 | 0.38 | 0.02 | 0.59 | FALSE |
47 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | LRRC14B | 0.08 | 0.04 | lasso | 5 | 0.03 | 6.7e-03 | 8.94 | 8.9 | 3.9e-19 | 0.58 | 0.01 | 0.96 | FALSE |
48 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | SDHA | 0.05 | 0.02 | lasso | 4 | 0.01 | 1.3e-01 | 7.12 | 8.8 | 1.1e-18 | 0.47 | 0.08 | 0.25 | FALSE |
49 | The Cancer Genome Atlas | Brain Lower Grade Glioma | AHRR | 0.30 | 0.17 | lasso | 3 | 0.25 | 7.9e-28 | 7.85 | 10.2 | 1.9e-24 | 0.65 | 0.99 | 0.01 | FALSE |
50 | The Cancer Genome Atlas | Liver Hepatocellular Carcinoma | AHRR | 0.11 | 0.05 | lasso | 3 | 0.07 | 2.5e-04 | 9.03 | 9.2 | 2.5e-20 | 0.42 | 0.13 | 0.06 | TRUE |
51 | The Cancer Genome Atlas | Lung Adenocarcinoma | AHRR | 0.05 | 0.01 | blup | 99 | 0.01 | 1.4e-02 | 3.74 | 8.1 | 8.2e-16 | 0.35 | 0.10 | 0.30 | FALSE |
52 | The Cancer Genome Atlas | Prostate Adenocarcinoma | AHRR | 0.12 | 0.04 | blup | 99 | 0.05 | 9.0e-06 | 3.74 | 6.1 | 1.2e-09 | 0.15 | 0.98 | 0.00 | FALSE |
53 | The Cancer Genome Atlas | Stomach Adenocarcinoma | AHRR | 0.04 | 0.03 | blup | 100 | 0.04 | 9.1e-04 | 3.22 | 8.3 | 1.3e-16 | 0.37 | 0.05 | 0.40 | FALSE |
54 | The Cancer Genome Atlas | Thyroid Carcinoma | AHRR | 0.13 | 0.04 | blup | 100 | 0.08 | 1.3e-08 | 7.85 | 6.8 | 7.8e-12 | 0.33 | 0.90 | 0.04 | FALSE |
55 | The Cancer Genome Atlas | Thyroid Carcinoma | CCDC127 | 0.05 | 0.02 | enet | 7 | 0.04 | 5.3e-05 | 9.10 | 7.0 | 2.1e-12 | 0.48 | 0.01 | 0.97 | FALSE |
56 | The Cancer Genome Atlas | Thyroid Carcinoma | PDCD6 | 0.07 | 0.06 | enet | 5 | 0.07 | 2.0e-07 | 9.10 | -7.5 | 7.6e-14 | -0.53 | 0.89 | 0.08 | FALSE |
57 | The Cancer Genome Atlas | Thyroid Carcinoma | SDHA | 0.06 | 0.09 | lasso | 13 | 0.08 | 1.8e-08 | 9.03 | 9.0 | 3.4e-19 | 0.54 | 0.86 | 0.14 | FALSE |