Best TWAS P=5.63e-13 · Best GWAS P=1.29e-09 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 | ARNT | 0.23 | 0.30 | lasso | 6 | 0.30 | 1.1e-37 | -4.97 | -5.2 | 2.2e-07 | -0.01 | 0.74 | 0.26 | FALSE |
2 | CommonMind | Brain Pre-frontal Cortex | CERS2 | 0.04 | 0.03 | bslmm | 307 | 0.02 | 1.7e-03 | -4.68 | -5.7 | 1.1e-08 | 0.03 | 0.54 | 0.24 | FALSE |
3 | CommonMind | Brain Pre-frontal Cortex | CTSS | 0.04 | 0.01 | bslmm | 313 | 0.02 | 5.5e-04 | 5.85 | -7.2 | 5.6e-13 | 0.13 | 0.03 | 0.94 | TRUE |
4 | CommonMind | Brain Pre-frontal Cortex | GABPB2 | 0.05 | 0.01 | blup | 324 | 0.01 | 1.6e-02 | 0.74 | 5.4 | 6.2e-08 | 0.08 | 0.09 | 0.32 | FALSE |
5 | CommonMind | Brain Pre-frontal Cortex | MRPS21 | 0.06 | 0.04 | lasso | 7 | 0.04 | 5.7e-06 | -5.08 | -5.2 | 1.6e-07 | 0.15 | 0.39 | 0.52 | FALSE |
6 | GTEx | Adipose Subcutaneous | TARS2 | 0.06 | 0.02 | enet | 8 | 0.03 | 2.2e-03 | -5.11 | 5.8 | 5.8e-09 | -0.04 | 0.08 | 0.86 | FALSE |
7 | GTEx | Adipose Subcutaneous | SEMA6C | 0.12 | 0.11 | lasso | 2 | 0.11 | 1.8e-09 | 5.73 | 5.7 | 9.6e-09 | -0.18 | 0.02 | 0.98 | FALSE |
8 | GTEx | Adrenal Gland | CTSS | 0.12 | 0.13 | lasso | 9 | 0.08 | 7.0e-04 | -5.22 | -5.2 | 2.6e-07 | 0.00 | 0.30 | 0.61 | FALSE |
9 | GTEx | Artery Aorta | RPRD2 | 0.08 | -0.01 | enet | 19 | 0.00 | 4.2e-01 | -4.90 | 7.1 | 1.2e-12 | 0.30 | 0.05 | 0.54 | FALSE |
10 | GTEx | Artery Tibial | RP11-196G18.22 | 0.25 | 0.05 | lasso | 5 | 0.07 | 1.8e-06 | 5.92 | 5.2 | 1.6e-07 | 0.78 | 0.01 | 0.99 | TRUE |
11 | GTEx | Brain Cerebellum | CTSS | 0.23 | 0.02 | enet | 25 | 0.07 | 5.0e-03 | -4.91 | -5.6 | 1.8e-08 | -0.05 | 0.08 | 0.80 | FALSE |
12 | GTEx | Brain Hippocampus | ARNT | 0.14 | 0.09 | enet | 14 | 0.08 | 5.3e-03 | -4.90 | -6.5 | 1.0e-10 | 0.00 | 0.05 | 0.58 | TRUE |
13 | GTEx | Breast Mammary Tissue | TARS2 | 0.18 | 0.05 | lasso | 3 | 0.07 | 2.5e-04 | -5.00 | 5.3 | 1.4e-07 | -0.03 | 0.35 | 0.32 | FALSE |
14 | GTEx | Breast Mammary Tissue (Male) | RP11-54A4.2 | 0.07 | 0.01 | enet | 2 | 0.03 | 7.4e-02 | 5.54 | 5.7 | 1.5e-08 | 0.08 | 0.04 | 0.18 | FALSE |
15 | GTEx | Cells EBV-transformed lymphocytes | CTSS | 0.28 | 0.22 | lasso | 8 | 0.30 | 3.0e-10 | -5.00 | -5.4 | 6.7e-08 | 0.03 | 0.52 | 0.48 | FALSE |
16 | GTEx | Cells Transformed fibroblasts | ARNT | 0.10 | 0.09 | enet | 27 | 0.08 | 1.8e-06 | -4.99 | -5.9 | 3.2e-09 | 0.01 | 0.17 | 0.83 | FALSE |
17 | GTEx | Esophagus Mucosa | CTSS | 0.10 | 0.10 | enet | 10 | 0.06 | 6.8e-05 | -5.00 | -5.3 | 9.2e-08 | -0.01 | 0.12 | 0.88 | FALSE |
18 | GTEx | Esophagus Muscularis | BOLA1 | 0.07 | 0.00 | lasso | 4 | 0.00 | 2.5e-01 | -3.61 | 5.7 | 1.2e-08 | 0.43 | 0.03 | 0.22 | FALSE |
19 | GTEx | Muscle Skeletal | CTSS | 0.04 | 0.01 | enet | 13 | 0.03 | 1.4e-03 | -6.05 | -6.4 | 1.3e-10 | -0.01 | 0.08 | 0.85 | FALSE |
20 | GTEx | Skin Not Sun Exposed Suprapubic | SEMA6C | 0.13 | 0.10 | lasso | 4 | 0.07 | 7.4e-05 | 5.71 | 5.3 | 1.1e-07 | -0.18 | 0.01 | 0.99 | FALSE |
21 | GTEx | Skin Sun Exposed Lower leg | SEMA6C | 0.10 | 0.07 | lasso | 5 | 0.04 | 2.6e-04 | 5.71 | 5.4 | 5.6e-08 | -0.19 | 0.01 | 0.99 | TRUE |
22 | GTEx | Spleen | RP11-54A4.2 | 0.29 | 0.10 | lasso | 9 | 0.04 | 3.8e-02 | -5.22 | 5.6 | 2.4e-08 | 0.04 | 0.28 | 0.13 | FALSE |
23 | GTEx | Testis | CTSK | 0.07 | 0.01 | enet | 19 | 0.01 | 1.2e-01 | -3.81 | -5.3 | 9.5e-08 | -0.03 | 0.30 | 0.23 | FALSE |
24 | GTEx | Testis | RPRD2 | 0.33 | 0.13 | lasso | 7 | 0.19 | 9.1e-09 | -5.11 | 5.8 | 9.0e-09 | -0.04 | 0.56 | 0.39 | FALSE |
25 | GTEx | Thyroid | ANP32E | 0.08 | 0.00 | enet | 15 | 0.01 | 8.6e-02 | -5.69 | 5.4 | 5.9e-08 | 0.37 | 0.04 | 0.18 | FALSE |
26 | GTEx | Thyroid | ARNT | 0.08 | 0.10 | lasso | 10 | 0.10 | 7.8e-08 | 5.27 | -5.9 | 3.2e-09 | -0.05 | 0.05 | 0.95 | FALSE |
27 | GTEx | Thyroid | CTSS | 0.15 | 0.12 | enet | 30 | 0.18 | 2.4e-13 | -3.87 | -5.1 | 3.0e-07 | 0.02 | 0.99 | 0.01 | FALSE |
28 | METSIM | Adipose | POGZ | 0.06 | 0.05 | lasso | 12 | 0.03 | 9.3e-06 | -4.78 | -5.5 | 3.3e-08 | -0.05 | 0.84 | 0.15 | FALSE |
29 | METSIM | Adipose | RPRD2 | 0.04 | 0.02 | enet | 24 | 0.03 | 2.1e-05 | 3.53 | 5.4 | 5.4e-08 | -0.01 | 0.79 | 0.06 | FALSE |
30 | METSIM | Adipose | TARS2 | 0.09 | 0.09 | enet | 8 | 0.08 | 1.6e-12 | -5.00 | 5.4 | 6.1e-08 | -0.11 | 0.13 | 0.87 | FALSE |
31 | METSIM | Adipose | TMOD4 | 0.02 | 0.00 | blup | 312 | 0.01 | 3.2e-02 | -5.62 | 6.1 | 9.6e-10 | 0.11 | 0.08 | 0.07 | FALSE |
32 | YFS | Blood | CTSS | 0.17 | 0.11 | enet | 42 | 0.17 | 4.2e-52 | -4.04 | -5.3 | 9.5e-08 | 0.09 | 0.99 | 0.01 | FALSE |
33 | YFS | Blood | PRPF3 | 0.01 | 0.01 | enet | 16 | 0.01 | 4.6e-05 | 3.67 | 5.4 | 5.7e-08 | 0.04 | 0.48 | 0.04 | FALSE |
34 | YFS | Blood | SCNM1 | 0.09 | 0.04 | enet | 62 | 0.08 | 1.3e-24 | -3.73 | 6.4 | 1.4e-10 | 0.05 | 0.99 | 0.00 | FALSE |
35 | The Cancer Genome Atlas | Breast Invasive Carcinoma | C1orf54 | 0.06 | 0.02 | enet | 13 | 0.02 | 1.2e-05 | -5.89 | 5.6 | 2.7e-08 | -0.15 | 0.03 | 0.82 | FALSE |
36 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | C1orf54 | 0.04 | 0.04 | lasso | 2 | 0.03 | 2.0e-04 | -5.89 | 5.9 | 3.2e-09 | -0.10 | 0.04 | 0.87 | TRUE |
37 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | C1orf54 | 0.06 | 0.03 | lasso | 1 | 0.03 | 1.3e-04 | -5.89 | 5.9 | 3.9e-09 | -0.10 | 0.02 | 0.57 | FALSE |
38 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | PSMB4 | 0.03 | 0.00 | blup | 37 | 0.02 | 7.0e-03 | -4.78 | 6.1 | 1.4e-09 | 0.13 | 0.01 | 0.74 | TRUE |
39 | The Cancer Genome Atlas | Brain Lower Grade Glioma | ARNT | 0.11 | 0.08 | blup | 45 | 0.08 | 3.2e-09 | -4.97 | -5.3 | 1.1e-07 | 0.02 | 0.00 | 0.99 | FALSE |
40 | The Cancer Genome Atlas | Brain Lower Grade Glioma | RPRD2 | 0.03 | 0.01 | blup | 19 | 0.02 | 2.6e-03 | -4.79 | 5.3 | 1.1e-07 | -0.02 | 0.01 | 0.84 | TRUE |
41 | The Cancer Genome Atlas | Brain Lower Grade Glioma | SV2A | 0.04 | 0.00 | blup | 9 | 0.03 | 5.5e-04 | -5.73 | -6.5 | 1.1e-10 | -0.21 | 0.00 | 0.49 | TRUE |
42 | The Cancer Genome Atlas | Lung Adenocarcinoma | ADAMTSL4 | 0.02 | 0.00 | blup | 33 | 0.02 | 4.7e-03 | 1.49 | -5.7 | 1.4e-08 | 0.04 | 0.02 | 0.18 | FALSE |
43 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | MRPS21 | 0.04 | 0.03 | blup | 15 | 0.04 | 4.0e-05 | 2.91 | -6.2 | 7.5e-10 | 0.02 | 0.05 | 0.49 | TRUE |
44 | The Cancer Genome Atlas | Prostate Adenocarcinoma | C1orf54 | 0.09 | 0.00 | blup | 17 | 0.03 | 7.4e-04 | 4.37 | 5.7 | 1.2e-08 | -0.11 | 0.02 | 0.26 | FALSE |
45 | The Cancer Genome Atlas | Prostate Adenocarcinoma | ENSA | 0.02 | 0.01 | enet | 3 | 0.01 | 2.5e-02 | -5.78 | 6.7 | 2.2e-11 | 0.08 | 0.01 | 0.70 | FALSE |
46 | The Cancer Genome Atlas | Prostate Adenocarcinoma | SF3B4 | 0.03 | 0.02 | blup | 10 | 0.01 | 1.4e-02 | -4.84 | -6.1 | 1.2e-09 | -0.32 | 0.04 | 0.30 | FALSE |
47 | The Cancer Genome Atlas | Thyroid Carcinoma | SELENBP1 | 0.06 | 0.02 | enet | 7 | 0.05 | 2.3e-05 | -4.78 | -5.6 | 1.8e-08 | -0.13 | 0.00 | 0.98 | FALSE |