Best TWAS P=1.66e-14 · Best GWAS P=1.26e-15 conditioned to 0.00363
# | 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 | PLCD4 | 0.06 | 0.09 | blup | 382 | 0.09 | 1.3e-10 | -7.26 | 7.2 | 6.4e-13 | 0.00 | 0.09 | 0.91 | FALSE |
2 | GTEx | Adipose Subcutaneous | USP37 | 0.05 | 0.03 | lasso | 6 | 0.03 | 2.0e-03 | -5.16 | -6.6 | 5.3e-11 | 0.03 | 0.12 | 0.88 | FALSE |
3 | GTEx | Artery Aorta | PLCD4 | 0.14 | 0.18 | lasso | 4 | 0.18 | 2.1e-10 | -7.19 | 7.2 | 5.7e-13 | -0.01 | 0.10 | 0.90 | FALSE |
4 | GTEx | Artery Aorta | USP37 | 0.08 | 0.05 | lasso | 4 | 0.04 | 1.7e-03 | -6.67 | -6.5 | 8.7e-11 | -0.02 | 0.09 | 0.48 | FALSE |
5 | GTEx | Artery Coronary | PLCD4 | 0.13 | 0.02 | lasso | 5 | 0.02 | 8.5e-02 | -7.15 | 5.2 | 2.2e-07 | 0.05 | 0.09 | 0.50 | FALSE |
6 | GTEx | Artery Tibial | PLCD4 | 0.07 | 0.02 | lasso | 2 | 0.03 | 9.9e-04 | -7.11 | 7.0 | 2.4e-12 | 0.01 | 0.11 | 0.86 | FALSE |
7 | GTEx | Brain Cerebellar Hemisphere | PLCD4 | 0.12 | 0.15 | lasso | 2 | 0.07 | 8.9e-03 | -7.17 | 7.2 | 7.8e-13 | -0.01 | 0.08 | 0.63 | FALSE |
8 | GTEx | Brain Cerebellar Hemisphere | RQCD1 | 0.13 | 0.04 | lasso | 11 | 0.01 | 2.1e-01 | -7.13 | -7.6 | 3.0e-14 | 0.00 | 0.07 | 0.54 | FALSE |
9 | GTEx | Brain Cerebellum | USP37 | 0.13 | 0.16 | lasso | 1 | 0.15 | 4.2e-05 | -7.26 | 7.3 | 3.8e-13 | -0.01 | 0.09 | 0.81 | FALSE |
10 | GTEx | Breast Mammary Tissue | BCS1L | 0.05 | 0.03 | enet | 7 | 0.03 | 6.8e-03 | 6.78 | 6.9 | 3.9e-12 | -0.07 | 0.09 | 0.74 | FALSE |
11 | GTEx | Breast Mammary Tissue | USP37 | 0.20 | 0.02 | lasso | 5 | 0.01 | 1.1e-01 | -7.17 | -6.3 | 3.9e-10 | 0.02 | 0.06 | 0.16 | FALSE |
12 | GTEx | Breast Mammary Tissue (Male) | BCS1L | 0.10 | -0.01 | enet | 7 | 0.00 | 3.1e-01 | -7.24 | 7.4 | 1.8e-13 | -0.04 | 0.06 | 0.40 | FALSE |
13 | GTEx | Breast Mammary Tissue (Male) | USP37 | 0.08 | -0.01 | enet | 5 | 0.00 | 4.3e-01 | 6.88 | -6.4 | 1.3e-10 | -0.01 | 0.04 | 0.14 | FALSE |
14 | GTEx | Breast Mammary Tissue (Female) | BCS1L | 0.06 | 0.03 | lasso | 1 | -0.01 | 7.1e-01 | 6.78 | 6.8 | 1.2e-11 | -0.03 | 0.04 | 0.16 | FALSE |
15 | GTEx | Cells EBV-transformed lymphocytes | TTLL4 | 0.16 | 0.09 | enet | 13 | 0.08 | 1.6e-03 | -7.07 | -7.1 | 1.2e-12 | 0.03 | 0.14 | 0.75 | FALSE |
16 | GTEx | Cells Transformed fibroblasts | USP37 | 0.11 | 0.06 | enet | 16 | 0.07 | 4.5e-06 | -6.98 | -6.7 | 2.9e-11 | 0.00 | 0.13 | 0.86 | FALSE |
17 | GTEx | Colon Transverse | CYP27A1 | 0.16 | 0.12 | lasso | 6 | 0.14 | 2.3e-07 | -6.31 | -6.8 | 8.5e-12 | 0.01 | 0.37 | 0.61 | FALSE |
18 | GTEx | Esophagus Mucosa | TTLL4 | 0.08 | 0.08 | enet | 15 | 0.08 | 4.3e-06 | 6.78 | -7.2 | 6.8e-13 | 0.03 | 0.31 | 0.69 | FALSE |
19 | GTEx | Esophagus Mucosa | USP37 | 0.10 | 0.07 | enet | 42 | 0.06 | 5.6e-05 | -7.17 | -6.9 | 4.9e-12 | -0.02 | 0.10 | 0.89 | FALSE |
20 | GTEx | Heart Left Ventricle | RQCD1 | 0.06 | 0.05 | lasso | 3 | 0.03 | 9.0e-03 | -7.08 | -7.4 | 1.7e-13 | 0.03 | 0.11 | 0.80 | FALSE |
21 | GTEx | Liver | PLCD4 | 0.24 | 0.15 | lasso | 2 | 0.15 | 4.5e-05 | -7.33 | -7.3 | 2.3e-13 | 0.03 | 0.06 | 0.90 | FALSE |
22 | GTEx | Nerve Tibial | TTLL4 | 0.15 | 0.13 | enet | 19 | 0.17 | 4.0e-12 | 7.04 | 7.3 | 3.3e-13 | -0.04 | 0.19 | 0.81 | FALSE |
23 | GTEx | Nerve Tibial | USP37 | 0.06 | 0.06 | lasso | 4 | 0.05 | 1.1e-04 | -6.78 | -7.0 | 2.3e-12 | -0.01 | 0.17 | 0.63 | FALSE |
24 | GTEx | Pancreas | USP37 | 0.10 | 0.01 | lasso | 6 | 0.01 | 1.8e-01 | -7.15 | -5.3 | 1.3e-07 | -0.03 | 0.08 | 0.51 | FALSE |
25 | GTEx | Skin Not Sun Exposed Suprapubic | USP37 | 0.11 | 0.01 | enet | 13 | 0.07 | 1.9e-04 | 0.23 | -5.2 | 2.3e-07 | 0.08 | 0.12 | 0.69 | FALSE |
26 | GTEx | Testis | CYP27A1 | 0.20 | 0.18 | lasso | 4 | 0.26 | 4.0e-12 | 6.89 | -7.4 | 1.1e-13 | 0.03 | 0.25 | 0.75 | FALSE |
27 | GTEx | Thyroid | BCS1L | 0.07 | 0.00 | lasso | 3 | 0.00 | 6.6e-01 | -7.26 | 6.6 | 3.1e-11 | -0.04 | 0.07 | 0.57 | FALSE |
28 | GTEx | Thyroid | PLCD4 | 0.08 | 0.10 | lasso | 2 | 0.10 | 3.5e-08 | -7.26 | -6.9 | 6.5e-12 | 0.03 | 0.05 | 0.95 | FALSE |
29 | GTEx | Thyroid | USP37 | 0.09 | 0.08 | lasso | 8 | 0.06 | 1.8e-05 | -7.26 | -7.0 | 1.8e-12 | -0.01 | 0.10 | 0.90 | FALSE |
30 | GTEx | Thyroid | CYP27A1 | 0.07 | 0.05 | enet | 23 | 0.04 | 4.8e-04 | -7.03 | -7.1 | 1.3e-12 | 0.06 | 0.16 | 0.82 | FALSE |
31 | GTEx | Whole Blood | CYP27A1 | 0.03 | 0.05 | lasso | 5 | 0.02 | 1.3e-02 | -7.04 | -7.5 | 7.3e-14 | 0.04 | 0.14 | 0.77 | FALSE |
32 | GTEx | Whole Blood | RQCD1 | 0.04 | 0.02 | lasso | 2 | 0.00 | 2.4e-01 | -7.26 | 7.6 | 2.4e-14 | -0.02 | 0.09 | 0.66 | FALSE |
33 | GTEx | Whole Blood | RP11-459I19.1 | 0.06 | 0.00 | enet | 36 | 0.02 | 1.3e-02 | -7.04 | -6.4 | 1.7e-10 | 0.02 | 0.12 | 0.75 | FALSE |
34 | METSIM | Adipose | CTDSP1 | 0.07 | 0.05 | lasso | 5 | 0.06 | 9.9e-09 | -4.91 | 5.2 | 2.1e-07 | -0.06 | 0.23 | 0.77 | FALSE |
35 | METSIM | Adipose | CYP27A1 | 0.06 | 0.04 | lasso | 7 | 0.04 | 1.1e-06 | -7.07 | -7.3 | 2.3e-13 | 0.03 | 0.27 | 0.73 | FALSE |
36 | METSIM | Adipose | USP37 | 0.04 | 0.02 | blup | 405 | 0.02 | 1.5e-04 | -7.14 | -5.2 | 1.7e-07 | -0.06 | 0.12 | 0.88 | FALSE |
37 | NTR | Blood | CYP27A1 | 0.21 | 0.30 | enet | 44 | 0.31 | 3.8e-104 | -7.07 | -7.7 | 1.7e-14 | 0.04 | 0.24 | 0.76 | TRUE |
38 | NTR | Blood | RQCD1 | 0.02 | 0.04 | lasso | 5 | 0.03 | 1.9e-11 | -7.26 | 7.2 | 5.9e-13 | -0.01 | 0.09 | 0.91 | FALSE |
39 | NTR | Blood | TTLL4 | 0.01 | 0.01 | bslmm | 385 | 0.01 | 7.0e-03 | -7.03 | -6.4 | 1.8e-10 | 0.05 | 0.14 | 0.51 | FALSE |
40 | NTR | Blood | USP37 | 0.01 | 0.01 | blup | 407 | 0.01 | 1.7e-03 | -7.12 | -7.0 | 2.8e-12 | 0.05 | 0.07 | 0.77 | FALSE |
41 | ROSMAP | Brain Pre-frontal Cortex | PLCD4 | 0.05 | 0.04 | blup | 363 | 0.06 | 4.6e-08 | -7.17 | 6.6 | 3.9e-11 | 0.01 | 0.10 | 0.90 | FALSE |
42 | ROSMAP | Brain Pre-frontal Cortex | ZNF142 | 0.03 | 0.01 | enet | 8 | 0.01 | 7.3e-03 | -7.21 | -5.3 | 1.3e-07 | 0.07 | 0.07 | 0.86 | FALSE |
43 | ROSMAP | Brain Pre-frontal Cortex | RQCD1 | 0.04 | 0.06 | enet | 31 | 0.07 | 3.1e-09 | -7.24 | -7.2 | 8.3e-13 | 0.03 | 0.07 | 0.93 | FALSE |
44 | YFS | Blood | CYP27A1 | 0.32 | 0.52 | lasso | 16 | 0.53 | 2.9e-210 | -7.00 | -7.2 | 8.2e-13 | 0.04 | 0.25 | 0.75 | FALSE |
45 | YFS | Blood | RQCD1 | 0.03 | 0.07 | lasso | 4 | 0.07 | 9.5e-21 | -7.17 | 7.3 | 2.5e-13 | -0.01 | 0.11 | 0.89 | FALSE |
46 | YFS | Blood | TTLL4 | 0.02 | 0.02 | lasso | 10 | 0.01 | 6.9e-05 | -7.02 | -7.0 | 2.2e-12 | 0.04 | 0.20 | 0.80 | FALSE |
47 | YFS | Blood | ZNF142 | 0.10 | 0.12 | lasso | 8 | 0.16 | 1.1e-51 | -7.23 | -5.8 | 6.9e-09 | 0.07 | 0.06 | 0.94 | FALSE |
48 | The Cancer Genome Atlas | Colon Adenocarcinoma | VIL1 | 0.06 | 0.06 | blup | 50 | 0.05 | 6.3e-04 | -6.91 | 6.9 | 6.6e-12 | -0.04 | 0.02 | 0.69 | FALSE |
49 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | TTLL4 | 0.02 | 0.01 | blup | 57 | 0.01 | 1.4e-02 | -7.09 | -7.3 | 2.6e-13 | 0.03 | 0.02 | 0.77 | FALSE |
50 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | DIRC3 | 0.12 | 0.01 | blup | 275 | 0.02 | 3.3e-03 | -1.33 | -5.6 | 1.7e-08 | -0.51 | 0.05 | 0.50 | TRUE |
51 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | SLC11A1 | 0.03 | 0.01 | blup | 51 | 0.02 | 1.1e-03 | -2.46 | -5.3 | 1.2e-07 | 0.03 | 0.04 | 0.52 | FALSE |
52 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | VIL1 | 0.02 | 0.01 | blup | 50 | 0.01 | 8.6e-03 | -7.06 | 7.0 | 3.7e-12 | -0.04 | 0.02 | 0.65 | FALSE |
53 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | TTLL4 | 0.03 | 0.04 | enet | 5 | 0.04 | 2.9e-03 | -7.29 | -7.3 | 2.8e-13 | 0.04 | 0.02 | 0.76 | FALSE |
54 | The Cancer Genome Atlas | Brain Lower Grade Glioma | CYP27A1 | 0.04 | 0.04 | enet | 10 | 0.03 | 3.8e-04 | -7.04 | -5.3 | 1.1e-07 | 0.09 | 0.02 | 0.97 | FALSE |
55 | The Cancer Genome Atlas | Brain Lower Grade Glioma | PLCD4 | 0.03 | 0.02 | blup | 61 | 0.02 | 2.1e-03 | -7.26 | 7.4 | 1.2e-13 | -0.02 | 0.03 | 0.88 | FALSE |
56 | The Cancer Genome Atlas | Liver Hepatocellular Carcinoma | CYP27A1 | 0.07 | 0.10 | lasso | 2 | 0.09 | 7.3e-05 | -6.31 | 6.5 | 6.3e-11 | -0.02 | 0.02 | 0.94 | FALSE |
57 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | SLC11A1 | 0.06 | 0.01 | blup | 51 | 0.04 | 2.2e-05 | -5.16 | -5.5 | 4.4e-08 | 0.03 | 0.03 | 0.94 | FALSE |
58 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | TTLL4 | 0.04 | 0.04 | blup | 58 | 0.03 | 1.3e-04 | -7.30 | -6.5 | 5.6e-11 | 0.07 | 0.02 | 0.98 | FALSE |
59 | The Cancer Genome Atlas | Prostate Adenocarcinoma | USP37 | 0.02 | 0.02 | enet | 4 | 0.02 | 3.2e-03 | -7.33 | -7.4 | 1.7e-13 | 0.03 | 0.04 | 0.92 | FALSE |
60 | The Cancer Genome Atlas | Stomach Adenocarcinoma | TTLL4 | 0.07 | 0.10 | blup | 57 | 0.09 | 4.9e-07 | -7.08 | -7.2 | 6.1e-13 | 0.00 | 0.04 | 0.96 | FALSE |
61 | The Cancer Genome Atlas | Thyroid Carcinoma | DIRC3 | 0.08 | 0.06 | lasso | 5 | 0.07 | 2.7e-07 | 7.14 | -6.3 | 3.1e-10 | -0.56 | 0.88 | 0.11 | TRUE |
62 | The Cancer Genome Atlas | Thyroid Carcinoma | USP37 | 0.05 | 0.03 | blup | 72 | 0.04 | 3.4e-05 | -7.20 | -7.2 | 6.4e-13 | 0.02 | 0.05 | 0.94 | FALSE |
63 | The Cancer Genome Atlas | Thyroid Carcinoma | ZNF142 | 0.09 | 0.03 | blup | 46 | 0.03 | 7.6e-04 | -7.26 | -6.1 | 1.2e-09 | 0.06 | 0.02 | 0.92 | FALSE |
64 | The Cancer Genome Atlas | Uterine Corpus Endometrial Carcinoma | USP37 | 0.08 | 0.02 | blup | 72 | 0.01 | 2.2e-01 | -7.15 | -7.3 | 2.4e-13 | 0.02 | 0.03 | 0.50 | FALSE |