Best TWAS P=2.57e-31 · Best GWAS P=2.08e-28 conditioned to 0.000441
# | 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 | DCDC1 | 0.05 | 0.03 | blup | 453 | 0.02 | 1.9e-03 | -5.3 | -5.6 | 2.2e-08 | -0.15 | 0.42 | 0.06 | FALSE |
2 | CommonMind | Brain Pre-frontal Cortex | DCDC5 | 0.06 | 0.03 | enet | 38 | 0.06 | 1.9e-07 | -5.1 | -5.6 | 1.9e-08 | -0.23 | 0.98 | 0.00 | FALSE |
3 | CommonMind | Brain Pre-frontal Cortex | PAMR1 | 0.23 | 0.07 | lasso | 8 | 0.14 | 1.1e-16 | -7.7 | 5.7 | 1.4e-08 | 0.08 | 0.00 | 1.00 | FALSE |
4 | GTEx | Adipose Subcutaneous | ELP4 | 0.07 | 0.04 | lasso | 3 | 0.04 | 5.8e-04 | -5.2 | -5.2 | 1.5e-07 | -0.03 | 0.39 | 0.55 | FALSE |
5 | GTEx | Adipose Visceral Omentum | ELP4 | 0.10 | 0.12 | enet | 7 | 0.12 | 8.8e-07 | -5.2 | -5.4 | 6.4e-08 | -0.02 | 0.41 | 0.56 | FALSE |
6 | GTEx | Adrenal Gland | CD59 | 0.18 | 0.08 | enet | 15 | 0.08 | 7.3e-04 | -4.8 | -5.1 | 2.8e-07 | -0.03 | 0.02 | 0.96 | FALSE |
7 | GTEx | Artery Aorta | RCN1 | 0.19 | 0.17 | enet | 13 | 0.15 | 1.9e-08 | -4.9 | 5.5 | 4.0e-08 | -0.02 | 0.73 | 0.26 | FALSE |
8 | GTEx | Artery Aorta | CD59 | 0.12 | 0.10 | lasso | 3 | 0.10 | 2.2e-06 | -5.1 | -5.4 | 6.5e-08 | -0.01 | 0.01 | 0.99 | FALSE |
9 | GTEx | Artery Tibial | CD59 | 0.26 | 0.10 | enet | 16 | 0.20 | 2.6e-15 | -5.1 | -5.4 | 5.2e-08 | -0.01 | 0.01 | 0.99 | FALSE |
10 | GTEx | Brain Cerebellum | HNRNPA3P9 | 0.20 | 0.03 | enet | 20 | 0.07 | 4.9e-03 | -5.3 | -5.5 | 2.8e-08 | 0.00 | 0.02 | 0.82 | TRUE |
11 | GTEx | Breast Mammary Tissue | ELP4 | 0.09 | 0.04 | lasso | 5 | 0.05 | 1.8e-03 | -5.1 | -6.0 | 2.3e-09 | -0.12 | 0.03 | 0.82 | FALSE |
12 | GTEx | Breast Mammary Tissue (Female) | ELP4 | 0.26 | 0.12 | lasso | 5 | 0.07 | 5.2e-03 | 6.3 | -6.6 | 5.1e-11 | -0.06 | 0.01 | 0.93 | TRUE |
13 | GTEx | Cells EBV-transformed lymphocytes | ARL14EP | 0.38 | 0.31 | enet | 34 | 0.32 | 4.1e-11 | -9.9 | 7.9 | 2.6e-15 | 0.31 | 0.97 | 0.02 | FALSE |
14 | GTEx | Cells Transformed fibroblasts | CD59 | 0.12 | 0.06 | lasso | 6 | 0.08 | 1.9e-06 | -4.8 | -5.5 | 4.4e-08 | 0.01 | 0.06 | 0.92 | FALSE |
15 | GTEx | Esophagus Gastroesophageal Junction | CD59 | 0.25 | 0.16 | lasso | 9 | 0.15 | 4.2e-06 | -4.7 | -5.6 | 2.2e-08 | 0.00 | 0.02 | 0.97 | FALSE |
16 | GTEx | Esophagus Muscularis | CD59 | 0.30 | 0.24 | lasso | 7 | 0.31 | 2.4e-19 | 4.4 | -5.5 | 4.8e-08 | 0.02 | 0.09 | 0.89 | FALSE |
17 | GTEx | Heart Left Ventricle | MPPED2 | 0.13 | 0.01 | lasso | 5 | -0.01 | 8.1e-01 | 6.0 | 8.0 | 1.2e-15 | 0.46 | 0.13 | 0.07 | TRUE |
18 | GTEx | Heart Left Ventricle | HNRNPA3P9 | 0.09 | 0.08 | lasso | 2 | 0.05 | 8.2e-04 | -5.3 | -5.3 | 1.4e-07 | -0.01 | 0.02 | 0.96 | FALSE |
19 | GTEx | Lung | CD59 | 0.19 | 0.10 | lasso | 6 | 0.08 | 6.4e-07 | -5.1 | -5.3 | 1.4e-07 | -0.02 | 0.01 | 0.99 | FALSE |
20 | GTEx | Muscle Skeletal | CD59 | 0.09 | 0.02 | lasso | 5 | 0.01 | 1.7e-02 | 4.9 | -5.7 | 1.2e-08 | 0.03 | 0.02 | 0.92 | FALSE |
21 | GTEx | Nerve Tibial | CD59 | 0.18 | 0.10 | lasso | 7 | 0.10 | 1.2e-07 | -5.1 | -5.8 | 8.6e-09 | -0.01 | 0.01 | 0.98 | TRUE |
22 | GTEx | Pancreas | PDHX | 0.28 | 0.06 | lasso | 17 | 0.07 | 8.4e-04 | 3.9 | 5.2 | 1.6e-07 | -0.05 | 0.64 | 0.04 | TRUE |
23 | GTEx | Skin Not Sun Exposed Suprapubic | RCN1 | 0.18 | 0.07 | lasso | 5 | 0.08 | 2.8e-05 | -3.7 | 5.2 | 2.3e-07 | -0.02 | 0.35 | 0.10 | FALSE |
24 | GTEx | Spleen | ARL14EP | 0.34 | 0.19 | enet | 24 | 0.30 | 1.7e-08 | -9.9 | 9.0 | 2.5e-19 | 0.27 | 0.53 | 0.04 | FALSE |
25 | GTEx | Testis | CD59 | 0.32 | 0.12 | lasso | 9 | 0.15 | 4.0e-07 | 4.9 | -5.3 | 1.1e-07 | 0.03 | 0.07 | 0.92 | FALSE |
26 | GTEx | Testis | DEPDC7 | 0.14 | 0.10 | enet | 35 | 0.07 | 4.0e-04 | -2.8 | -5.5 | 3.6e-08 | -0.01 | 0.55 | 0.05 | FALSE |
27 | GTEx | Testis | ARL14EP | 0.43 | 0.36 | lasso | 3 | 0.37 | 1.8e-17 | 7.0 | 7.6 | 2.9e-14 | 0.26 | 1.00 | 0.00 | FALSE |
28 | GTEx | Thyroid | RCN1 | 0.16 | 0.09 | enet | 23 | 0.11 | 6.9e-09 | -4.9 | 5.2 | 2.0e-07 | -0.04 | 0.82 | 0.17 | TRUE |
29 | GTEx | Thyroid | MPPED2 | 0.16 | 0.01 | enet | 13 | 0.07 | 2.3e-06 | 9.4 | -7.1 | 1.6e-12 | -0.66 | 0.23 | 0.68 | FALSE |
30 | GTEx | Thyroid | ARL14EP | 0.20 | 0.05 | lasso | 6 | 0.09 | 1.0e-07 | 7.0 | 5.2 | 1.5e-07 | 0.10 | 0.99 | 0.00 | FALSE |
31 | GTEx | Whole Blood | ARL14EP | 0.07 | 0.05 | lasso | 2 | 0.05 | 3.3e-05 | -9.9 | 10.1 | 9.0e-24 | 0.42 | 0.80 | 0.04 | FALSE |
32 | METSIM | Adipose | CD59 | 0.08 | 0.05 | lasso | 10 | 0.07 | 7.6e-11 | -5.1 | -5.3 | 1.1e-07 | 0.00 | 0.01 | 0.99 | FALSE |
33 | NTR | Blood | CD59 | 0.05 | 0.04 | lasso | 5 | 0.04 | 1.7e-13 | -5.1 | -5.5 | 3.2e-08 | -0.02 | 0.01 | 0.99 | FALSE |
34 | ROSMAP | Brain Pre-frontal Cortex | MPPED2 | 0.25 | 0.29 | lasso | 7 | 0.29 | 4.4e-37 | 6.5 | -6.1 | 8.2e-10 | -0.50 | 1.00 | 0.00 | FALSE |
35 | ROSMAP | Brain Pre-frontal Cortex | CD59 | 0.17 | 0.11 | lasso | 9 | 0.12 | 8.6e-16 | 4.4 | -5.5 | 4.7e-08 | 0.02 | 0.08 | 0.89 | FALSE |
36 | ROSMAP | Brain Pre-frontal Cortex | PAMR1 | 0.09 | 0.05 | lasso | 3 | 0.05 | 1.5e-06 | -7.7 | 7.4 | 1.5e-13 | 0.05 | 0.00 | 1.00 | TRUE |
37 | YFS | Blood | CSTF3 | 0.13 | 0.02 | bslmm | 338 | 0.08 | 1.3e-23 | 5.3 | 6.4 | 1.6e-10 | 0.00 | 0.02 | 0.97 | TRUE |
38 | The Cancer Genome Atlas | Bladder Urothelial Carcinoma | DNAJC24 | 0.05 | 0.01 | blup | 31 | 0.01 | 9.4e-02 | -5.3 | -5.2 | 1.6e-07 | -0.04 | 0.02 | 0.14 | FALSE |
39 | The Cancer Genome Atlas | Breast Invasive Carcinoma | C11orf46 | 0.05 | 0.05 | lasso | 5 | 0.06 | 6.2e-12 | -10.2 | 10.6 | 2.2e-26 | 0.43 | 0.00 | 1.00 | FALSE |
40 | The Cancer Genome Atlas | Cervical Squamous Cell Carcinoma | IMMP1L | 0.11 | 0.02 | blup | 40 | 0.03 | 1.0e-02 | -3.2 | -5.2 | 2.3e-07 | -0.02 | 0.02 | 0.56 | FALSE |
41 | The Cancer Genome Atlas | Colon Adenocarcinoma | C11orf46 | 0.12 | 0.08 | blup | 34 | 0.07 | 5.7e-05 | 9.6 | 10.9 | 8.7e-28 | 0.61 | 0.02 | 0.85 | FALSE |
42 | The Cancer Genome Atlas | Esophageal Carcinoma | C11orf46 | 0.17 | 0.07 | blup | 34 | 0.11 | 2.5e-04 | -3.4 | 5.4 | 6.5e-08 | 0.25 | 0.01 | 0.85 | FALSE |
43 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | C11orf46 | 0.06 | 0.06 | lasso | 2 | 0.05 | 5.5e-06 | -9.9 | 9.6 | 6.5e-22 | 0.41 | 0.01 | 0.99 | FALSE |
44 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | DNAJC24 | 0.05 | 0.02 | lasso | 3 | 0.02 | 6.7e-03 | -5.2 | -5.3 | 1.5e-07 | -0.03 | 0.09 | 0.29 | FALSE |
45 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | IMMP1L | 0.04 | 0.02 | lasso | 1 | 0.01 | 1.1e-02 | -5.2 | -5.2 | 1.5e-07 | -0.03 | 0.02 | 0.11 | FALSE |
46 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | C11orf46 | 0.36 | 0.27 | lasso | 5 | 0.30 | 8.3e-34 | -9.9 | 10.8 | 2.7e-27 | 0.48 | 0.03 | 0.97 | FALSE |
47 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | C11orf46 | 0.13 | 0.12 | lasso | 3 | 0.11 | 8.9e-07 | -9.9 | 9.9 | 5.1e-23 | 0.42 | 0.00 | 1.00 | FALSE |
48 | The Cancer Genome Atlas | Brain Lower Grade Glioma | C11orf46 | 0.02 | 0.02 | lasso | 2 | 0.02 | 5.9e-03 | 7.6 | 7.6 | 2.8e-14 | 0.30 | 0.02 | 0.13 | FALSE |
49 | The Cancer Genome Atlas | Brain Lower Grade Glioma | CD59 | 0.05 | 0.05 | lasso | 3 | 0.05 | 1.5e-06 | 4.9 | -5.6 | 2.5e-08 | 0.03 | 0.03 | 0.93 | FALSE |
50 | The Cancer Genome Atlas | Liver Hepatocellular Carcinoma | C11orf46 | 0.12 | 0.07 | blup | 34 | 0.07 | 4.4e-04 | -9.9 | 11.6 | 2.6e-31 | 0.55 | 0.01 | 0.88 | TRUE |
51 | The Cancer Genome Atlas | Lung Adenocarcinoma | C11orf46 | 0.09 | 0.11 | lasso | 4 | 0.10 | 1.2e-11 | -9.9 | 10.6 | 3.9e-26 | 0.46 | 0.01 | 0.99 | FALSE |
52 | The Cancer Genome Atlas | Lung Adenocarcinoma | DNAJC24 | 0.03 | 0.02 | blup | 31 | 0.01 | 3.8e-02 | -5.3 | -5.6 | 1.9e-08 | -0.03 | 0.04 | 0.20 | FALSE |
53 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | C11orf46 | 0.05 | 0.02 | lasso | 2 | 0.02 | 9.9e-04 | 4.3 | 7.8 | 5.4e-15 | 0.47 | 0.01 | 0.76 | FALSE |
54 | The Cancer Genome Atlas | Ovarian Serous Cystadenocarcinoma | C11orf46 | 0.07 | 0.04 | blup | 34 | 0.07 | 2.5e-05 | 4.3 | 7.5 | 7.1e-14 | 0.49 | 0.03 | 0.92 | FALSE |
55 | The Cancer Genome Atlas | Pancreatic Adenocarcinoma | C11orf46 | 0.22 | 0.22 | lasso | 3 | 0.20 | 1.1e-08 | -9.9 | 10.0 | 2.0e-23 | 0.41 | 0.01 | 0.99 | FALSE |
56 | The Cancer Genome Atlas | Prostate Adenocarcinoma | C11orf46 | 0.09 | 0.07 | lasso | 2 | 0.06 | 2.4e-07 | -9.9 | 9.9 | 6.3e-23 | 0.41 | 0.01 | 0.99 | FALSE |
57 | The Cancer Genome Atlas | Prostate Adenocarcinoma | IMMP1L | 0.05 | 0.01 | blup | 40 | 0.00 | 1.8e-01 | 5.6 | -6.0 | 1.5e-09 | -0.02 | 0.00 | 0.71 | FALSE |
58 | The Cancer Genome Atlas | Stomach Adenocarcinoma | C11orf46 | 0.11 | 0.05 | enet | 7 | 0.09 | 3.4e-07 | -10.2 | 9.1 | 9.8e-20 | 0.48 | 0.00 | 1.00 | FALSE |
59 | The Cancer Genome Atlas | Testicular Germ Cell Tumors | C11orf46 | 0.24 | 0.07 | enet | 6 | 0.14 | 1.1e-05 | -10.2 | 6.6 | 4.4e-11 | 0.32 | 0.00 | 0.91 | FALSE |
60 | The Cancer Genome Atlas | Thyroid Carcinoma | C11orf46 | 0.12 | 0.06 | blup | 34 | 0.10 | 1.4e-09 | -9.9 | 10.3 | 4.9e-25 | 0.38 | 0.00 | 1.00 | FALSE |
61 | The Cancer Genome Atlas | Uterine Corpus Endometrial Carcinoma | MPPED2 | 0.20 | -0.01 | blup | 147 | 0.05 | 2.0e-02 | 5.0 | 9.2 | 2.6e-20 | 0.67 | 0.03 | 0.18 | FALSE |