Best TWAS P=1.09e-12 · Best GWAS P=2.74e-38 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 | GTF3C2 | 0.06 | 0.09 | lasso | 8 | 0.08 | 7.2e-10 | -4.25 | 5.2 | 2.2e-07 | -0.03 | 0.47 | 0.53 | FALSE |
2 | CommonMind | Brain Pre-frontal Cortex | IFT172 | 0.06 | 0.09 | enet | 16 | 0.09 | 3.9e-11 | -4.94 | -6.4 | 1.7e-10 | 0.03 | 0.40 | 0.60 | FALSE |
3 | GTEx | Adipose Subcutaneous | PPM1G | 0.04 | 0.05 | lasso | 2 | 0.04 | 4.9e-04 | -5.11 | 5.2 | 1.6e-07 | -0.02 | 0.59 | 0.03 | FALSE |
4 | GTEx | Adipose Visceral Omentum | PPM1G | 0.06 | 0.01 | lasso | 5 | 0.01 | 1.1e-01 | -5.11 | 5.2 | 2.0e-07 | -0.04 | 0.11 | 0.28 | FALSE |
5 | GTEx | Adrenal Gland | KRTCAP3 | 0.11 | 0.16 | lasso | 4 | 0.15 | 4.9e-06 | -5.12 | -5.3 | 1.4e-07 | 0.03 | 0.43 | 0.51 | FALSE |
6 | GTEx | Artery Tibial | PPM1G | 0.06 | 0.02 | lasso | 4 | 0.03 | 2.3e-03 | -4.26 | 5.3 | 1.2e-07 | -0.02 | 0.28 | 0.16 | FALSE |
7 | GTEx | Breast Mammary Tissue (Female) | ABHD1 | 0.17 | 0.01 | enet | 28 | 0.07 | 5.3e-03 | -0.54 | -5.3 | 1.4e-07 | -0.07 | 0.07 | 0.05 | TRUE |
8 | GTEx | Cells Transformed fibroblasts | IFT172 | 0.04 | 0.04 | lasso | 2 | 0.02 | 8.1e-03 | -5.47 | -5.4 | 5.7e-08 | 0.01 | 0.17 | 0.38 | FALSE |
9 | GTEx | Cells Transformed fibroblasts | AC074117.10 | 0.21 | 0.19 | enet | 23 | 0.18 | 1.6e-13 | -5.13 | 5.7 | 1.4e-08 | -0.01 | 0.95 | 0.05 | FALSE |
10 | GTEx | Esophagus Gastroesophageal Junction | RP11-373D23.3 | 0.17 | 0.01 | enet | 15 | 0.04 | 1.2e-02 | -4.25 | 5.6 | 1.7e-08 | -0.01 | 0.03 | 0.64 | TRUE |
11 | GTEx | Esophagus Mucosa | AC074117.10 | 0.12 | 0.14 | lasso | 8 | 0.14 | 2.1e-09 | -5.13 | 5.5 | 4.9e-08 | -0.04 | 0.92 | 0.08 | FALSE |
12 | GTEx | Esophagus Muscularis | NRBP1 | 0.07 | 0.04 | lasso | 6 | 0.04 | 1.3e-03 | -5.13 | 6.5 | 7.0e-11 | -0.04 | 0.03 | 0.94 | FALSE |
13 | GTEx | Esophagus Muscularis | PPM1G | 0.06 | 0.10 | lasso | 2 | 0.07 | 3.7e-05 | -5.04 | 5.2 | 1.8e-07 | -0.03 | 0.39 | 0.50 | TRUE |
14 | GTEx | Muscle Skeletal | GPN1 | 0.06 | 0.02 | enet | 9 | 0.02 | 2.9e-03 | 4.66 | 5.6 | 1.6e-08 | 0.04 | 0.27 | 0.13 | TRUE |
15 | GTEx | Nerve Tibial | AC074117.10 | 0.04 | 0.05 | lasso | 2 | 0.04 | 7.7e-04 | -5.40 | 5.6 | 2.5e-08 | 0.00 | 0.22 | 0.33 | FALSE |
16 | GTEx | Ovary | AC074117.10 | 0.16 | 0.04 | enet | 9 | 0.05 | 2.0e-02 | -5.11 | 6.7 | 2.5e-11 | -0.02 | 0.06 | 0.72 | FALSE |
17 | GTEx | Pituitary | AC074117.10 | 0.23 | 0.23 | lasso | 8 | 0.29 | 5.6e-08 | -3.94 | 5.5 | 4.4e-08 | -0.01 | 0.48 | 0.39 | FALSE |
18 | GTEx | Prostate | AC074117.10 | 0.14 | 0.01 | lasso | 5 | 0.02 | 8.8e-02 | -5.13 | 5.5 | 3.9e-08 | -0.01 | 0.08 | 0.50 | FALSE |
19 | GTEx | Testis | NRBP1 | 0.16 | 0.09 | lasso | 3 | 0.06 | 1.8e-03 | -5.13 | 6.5 | 8.4e-11 | -0.04 | 0.02 | 0.96 | FALSE |
20 | GTEx | Testis | AC074117.10 | 0.14 | 0.08 | lasso | 6 | 0.12 | 4.5e-06 | -5.29 | 6.8 | 9.8e-12 | -0.03 | 0.03 | 0.97 | FALSE |
21 | GTEx | Thyroid | PPM1G | 0.06 | 0.06 | lasso | 3 | 0.06 | 2.2e-05 | -5.11 | 5.2 | 1.7e-07 | -0.03 | 0.92 | 0.01 | FALSE |
22 | GTEx | Vagina | AC074117.10 | 0.14 | 0.04 | enet | 13 | 0.06 | 1.4e-02 | -5.21 | 6.2 | 5.1e-10 | 0.01 | 0.10 | 0.44 | FALSE |
23 | GTEx | Whole Blood | KRTCAP3 | 0.12 | 0.05 | enet | 10 | 0.05 | 9.9e-06 | -4.95 | -6.0 | 2.6e-09 | 0.02 | 0.97 | 0.02 | FALSE |
24 | METSIM | Adipose | NRBP1 | 0.06 | 0.09 | lasso | 3 | 0.08 | 1.6e-12 | -5.13 | 5.2 | 2.4e-07 | -0.07 | 0.99 | 0.01 | FALSE |
25 | METSIM | Adipose | SLC35F6 | 0.04 | 0.01 | blup | 362 | 0.02 | 1.1e-03 | 3.40 | 7.0 | 3.5e-12 | 0.49 | 0.11 | 0.40 | TRUE |
26 | NTR | Blood | CGREF1 | 0.01 | 0.00 | blup | 307 | 0.01 | 5.7e-03 | -4.78 | -5.7 | 1.0e-08 | -0.14 | 0.21 | 0.02 | FALSE |
27 | ROSMAP | Brain Pre-frontal Cortex | KCNK3 | 0.24 | 0.15 | lasso | 3 | 0.15 | 6.5e-19 | 5.46 | -5.5 | 3.0e-08 | -0.35 | 1.00 | 0.00 | FALSE |
28 | ROSMAP | Brain Pre-frontal Cortex | FTH1P3 | 0.04 | 0.01 | bslmm | 280 | 0.02 | 2.8e-03 | -5.13 | 5.7 | 9.6e-09 | 0.00 | 0.04 | 0.72 | FALSE |
29 | The Cancer Genome Atlas | Bladder Urothelial Carcinoma | PPM1G | 0.03 | 0.02 | blup | 31 | 0.02 | 8.8e-03 | -4.76 | 5.2 | 2.1e-07 | -0.04 | 0.02 | 0.67 | FALSE |
30 | The Cancer Genome Atlas | Breast Invasive Carcinoma | GPN1 | 0.06 | 0.02 | lasso | 6 | 0.02 | 7.2e-05 | 5.69 | 5.6 | 1.8e-08 | 0.03 | 0.01 | 0.96 | TRUE |
31 | The Cancer Genome Atlas | Breast Invasive Carcinoma | NRBP1 | 0.03 | 0.03 | blup | 29 | 0.03 | 1.2e-06 | -5.40 | 5.3 | 1.4e-07 | -0.03 | 0.02 | 0.98 | FALSE |
32 | The Cancer Genome Atlas | Glioblastoma Multiforme | NRBP1 | 0.15 | 0.10 | lasso | 2 | 0.10 | 5.8e-04 | -5.13 | 5.1 | 3.0e-07 | -0.06 | 0.01 | 0.48 | TRUE |
33 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | SLC4A1AP | 0.02 | 0.03 | lasso | 2 | 0.03 | 3.7e-04 | 4.65 | -5.7 | 1.4e-08 | -0.03 | 0.02 | 0.47 | FALSE |
34 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | FNDC4 | 0.13 | 0.06 | lasso | 2 | 0.05 | 1.1e-03 | 7.21 | -7.1 | 1.1e-12 | 0.05 | 0.00 | 0.93 | TRUE |
35 | The Cancer Genome Atlas | Prostate Adenocarcinoma | NRBP1 | 0.03 | 0.03 | blup | 30 | 0.03 | 2.2e-04 | -5.21 | 5.3 | 1.3e-07 | -0.06 | 0.02 | 0.97 | FALSE |
36 | The Cancer Genome Atlas | Skin Cutaneous Melanoma | SLC4A1AP | 0.17 | 0.05 | blup | 26 | 0.08 | 4.4e-03 | 5.69 | -5.6 | 1.9e-08 | -0.03 | 0.01 | 0.47 | FALSE |
37 | The Cancer Genome Atlas | Thyroid Carcinoma | GCKR | 0.18 | 0.08 | enet | 5 | 0.13 | 1.7e-12 | -1.95 | -5.3 | 1.2e-07 | -0.01 | 0.81 | 0.19 | TRUE |
38 | The Cancer Genome Atlas | Thyroid Carcinoma | KRTCAP3 | 0.04 | 0.04 | lasso | 1 | 0.03 | 3.4e-04 | -5.21 | -5.2 | 1.9e-07 | 0.02 | 0.01 | 0.92 | TRUE |