Best TWAS P=4.59e-36 · Best GWAS P=1.63e-40 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 | ATP6V0D1 | 0.10 | 0.12 | lasso | 8 | 0.11 | 2.4e-13 | 5.6 | -5.9 | 4.0e-09 | 0.05 | 1.00 | 0.00 | FALSE |
2 | CommonMind | Brain Pre-frontal Cortex | TPPP3 | 0.04 | 0.03 | blup | 222 | 0.03 | 2.0e-04 | -2.6 | 7.0 | 2.3e-12 | -0.69 | 0.16 | 0.62 | TRUE |
3 | GTEx | Adipose Subcutaneous | RANBP10 | 0.05 | 0.01 | lasso | 6 | 0.01 | 3.5e-02 | 5.7 | -5.7 | 1.2e-08 | 0.02 | 0.62 | 0.02 | FALSE |
4 | GTEx | Adipose Visceral Omentum | C16orf86 | 0.10 | 0.00 | enet | 20 | 0.00 | 1.7e-01 | 5.6 | -10.3 | 5.6e-25 | 0.58 | 0.04 | 0.64 | FALSE |
5 | GTEx | Artery Aorta | RANBP10 | 0.11 | 0.01 | enet | 11 | 0.04 | 2.0e-03 | -13.3 | -9.3 | 1.1e-20 | 0.69 | 0.00 | 0.96 | TRUE |
6 | GTEx | Artery Tibial | RANBP10 | 0.08 | 0.04 | lasso | 3 | 0.05 | 6.4e-05 | 5.1 | -5.5 | 4.3e-08 | 0.08 | 0.84 | 0.01 | FALSE |
7 | GTEx | Brain Cerebellum | KIAA0895L | 0.47 | 0.06 | enet | 39 | 0.13 | 1.5e-04 | -7.1 | -6.2 | 6.0e-10 | 0.64 | 0.05 | 0.88 | FALSE |
8 | GTEx | Brain Cortex | LRRC29 | 0.53 | 0.02 | enet | 20 | 0.12 | 3.2e-04 | -13.3 | -12.3 | 6.0e-35 | 0.73 | 0.01 | 0.91 | FALSE |
9 | GTEx | Brain Hippocampus | PARD6A | 0.46 | 0.00 | lasso | 7 | 0.02 | 8.8e-02 | -2.9 | -6.0 | 1.5e-09 | 0.09 | 0.03 | 0.07 | FALSE |
10 | GTEx | Cells Transformed fibroblasts | RANBP10 | 0.10 | 0.01 | enet | 29 | 0.03 | 2.8e-03 | 4.7 | -6.3 | 2.5e-10 | 0.04 | 0.07 | 0.04 | FALSE |
11 | GTEx | Cells Transformed fibroblasts | NAE1 | 0.27 | 0.04 | enet | 42 | 0.03 | 1.4e-03 | 5.8 | -7.2 | 5.6e-13 | 0.44 | 0.45 | 0.03 | TRUE |
12 | GTEx | Esophagus Mucosa | NAE1 | 0.09 | 0.08 | lasso | 1 | 0.06 | 4.7e-05 | 5.7 | -5.7 | 1.1e-08 | 0.07 | 0.72 | 0.02 | FALSE |
13 | GTEx | Muscle Skeletal | C16orf86 | 0.05 | 0.04 | lasso | 2 | 0.03 | 4.0e-04 | 5.1 | -5.2 | 2.2e-07 | 0.07 | 0.23 | 0.03 | TRUE |
14 | GTEx | Nerve Tibial | RANBP10 | 0.15 | 0.14 | lasso | 7 | 0.13 | 1.8e-09 | 5.2 | -5.3 | 1.0e-07 | 0.07 | 1.00 | 0.00 | FALSE |
15 | GTEx | Pancreas | TPPP3 | 0.24 | 0.01 | lasso | 4 | 0.00 | 2.0e-01 | -12.8 | -12.5 | 4.6e-36 | 0.95 | 0.03 | 0.67 | TRUE |
16 | GTEx | Spleen | ATP6V0D1 | 0.36 | 0.03 | enet | 9 | 0.07 | 6.0e-03 | 1.2 | -6.0 | 2.2e-09 | 0.05 | 0.04 | 0.10 | FALSE |
17 | GTEx | Testis | CKLF | 0.35 | 0.19 | lasso | 8 | 0.17 | 4.8e-08 | -4.7 | 5.2 | 1.8e-07 | -0.08 | 0.97 | 0.00 | TRUE |
18 | GTEx | Thyroid | RANBP10 | 0.08 | 0.03 | lasso | 4 | 0.03 | 2.2e-03 | 5.7 | -5.7 | 9.3e-09 | 0.08 | 0.26 | 0.09 | TRUE |
19 | GTEx | Thyroid | GFOD2 | 0.18 | 0.01 | enet | 16 | 0.02 | 1.1e-02 | 1.0 | -5.4 | 7.8e-08 | 0.64 | 0.01 | 0.85 | TRUE |
20 | GTEx | Thyroid | HSD11B2 | 0.15 | 0.07 | enet | 23 | 0.09 | 1.9e-07 | 5.6 | 6.9 | 6.7e-12 | -0.19 | 1.00 | 0.00 | FALSE |
21 | GTEx | Whole Blood | CMTM3 | 0.11 | 0.03 | enet | 38 | 0.05 | 1.8e-05 | 2.9 | 5.4 | 6.0e-08 | -0.06 | 0.79 | 0.01 | FALSE |
22 | GTEx | Whole Blood | ATP6V0D1 | 0.08 | 0.00 | enet | 13 | 0.00 | 3.6e-01 | 5.6 | -7.8 | 4.2e-15 | 0.19 | 0.23 | 0.09 | FALSE |
23 | GTEx | Whole Blood | DUS2 | 0.12 | 0.04 | enet | 10 | 0.05 | 4.0e-05 | 5.1 | 5.5 | 4.3e-08 | -0.04 | 1.00 | 0.00 | FALSE |
24 | METSIM | Adipose | ATP6V0D1 | 0.13 | 0.03 | bslmm | 210 | 0.07 | 3.5e-11 | 5.6 | -8.3 | 8.5e-17 | 0.15 | 0.98 | 0.00 | TRUE |
25 | METSIM | Adipose | CTCF | 0.03 | 0.02 | bslmm | 222 | 0.01 | 3.4e-03 | 5.0 | 6.7 | 2.3e-11 | -0.27 | 0.22 | 0.08 | FALSE |
26 | METSIM | Adipose | LRRC36 | 0.10 | 0.07 | lasso | 24 | 0.10 | 1.6e-14 | 5.0 | 5.6 | 2.2e-08 | -0.08 | 1.00 | 0.00 | FALSE |
27 | METSIM | Adipose | NFATC3 | 0.03 | 0.00 | blup | 298 | 0.00 | 3.4e-01 | -3.1 | -5.8 | 7.2e-09 | 0.06 | 0.07 | 0.04 | FALSE |
28 | METSIM | Adipose | RP11-61A14.3 | 0.04 | 0.00 | blup | 318 | 0.02 | 3.1e-04 | 5.2 | 6.7 | 3.0e-11 | -0.08 | 0.57 | 0.02 | TRUE |
29 | NTR | Blood | ATP6V0D1 | 0.02 | 0.01 | bslmm | 220 | 0.01 | 1.6e-04 | 5.6 | -9.5 | 2.0e-21 | 0.33 | 0.53 | 0.01 | FALSE |
30 | YFS | Blood | DYNC1LI2 | 0.03 | 0.02 | blup | 352 | 0.02 | 4.5e-07 | 5.7 | -9.1 | 1.1e-19 | 0.27 | 1.00 | 0.00 | FALSE |
31 | YFS | Blood | NAE1 | 0.04 | 0.03 | bslmm | 343 | 0.04 | 1.2e-11 | 5.1 | -8.7 | 3.5e-18 | 0.30 | 1.00 | 0.00 | FALSE |
32 | YFS | Blood | ZDHHC1 | 0.05 | 0.05 | enet | 26 | 0.05 | 1.8e-16 | 5.0 | 7.9 | 2.4e-15 | -0.14 | 1.00 | 0.00 | FALSE |
33 | The Cancer Genome Atlas | Bladder Urothelial Carcinoma | B3GNT9 | 0.03 | 0.03 | blup | 26 | 0.02 | 1.3e-02 | -7.9 | -7.3 | 2.4e-13 | 0.70 | 0.05 | 0.45 | FALSE |
34 | The Cancer Genome Atlas | Breast Invasive Carcinoma | ATP6V0D1 | 0.01 | 0.01 | blup | 33 | 0.01 | 7.1e-03 | 5.6 | -5.7 | 9.6e-09 | 0.04 | 0.03 | 0.02 | FALSE |
35 | The Cancer Genome Atlas | Breast Invasive Carcinoma | KCTD19 | 0.02 | 0.02 | blup | 29 | 0.03 | 3.5e-06 | -4.7 | -7.4 | 1.6e-13 | 0.74 | 0.33 | 0.61 | FALSE |
36 | The Cancer Genome Atlas | Breast Invasive Carcinoma | SLC9A5 | 0.01 | 0.00 | blup | 30 | 0.01 | 1.1e-02 | -6.9 | -10.9 | 6.8e-28 | 0.83 | 0.02 | 0.45 | FALSE |
37 | The Cancer Genome Atlas | Colon Adenocarcinoma | CENPT | 0.05 | 0.05 | enet | 8 | 0.04 | 3.0e-03 | 5.6 | 5.5 | 3.4e-08 | -0.05 | 0.01 | 0.90 | FALSE |
38 | The Cancer Genome Atlas | Colon Adenocarcinoma | LRRC29 | 0.05 | 0.05 | blup | 33 | 0.05 | 5.4e-04 | -7.0 | 5.3 | 1.4e-07 | -0.59 | 0.36 | 0.09 | FALSE |
39 | The Cancer Genome Atlas | Esophageal Carcinoma | CENPT | 0.13 | 0.00 | blup | 33 | 0.00 | 3.5e-01 | 3.8 | 5.4 | 7.8e-08 | 0.04 | 0.01 | 0.32 | FALSE |
40 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | CDH16 | 0.02 | 0.01 | blup | 37 | 0.01 | 3.4e-02 | 4.3 | -6.9 | 4.3e-12 | -0.04 | 0.02 | 0.72 | FALSE |
41 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | CES2 | 0.03 | 0.01 | blup | 30 | 0.01 | 8.2e-03 | 5.7 | -7.8 | 5.4e-15 | -0.08 | 0.01 | 0.72 | FALSE |
42 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | GFOD2 | 0.03 | 0.03 | lasso | 1 | 0.03 | 3.6e-04 | 5.6 | -5.6 | 2.3e-08 | 0.07 | 0.01 | 0.98 | FALSE |
43 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | AGRP | 0.06 | 0.00 | enet | 9 | 0.02 | 5.3e-03 | 4.9 | 5.2 | 2.4e-07 | 0.06 | 0.01 | 0.04 | FALSE |
44 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | ATP6V0D1 | 0.04 | 0.06 | lasso | 4 | 0.05 | 1.4e-06 | 5.6 | -5.7 | 1.5e-08 | 0.04 | 0.96 | 0.00 | FALSE |
45 | The Cancer Genome Atlas | Brain Lower Grade Glioma | E2F4 | 0.11 | 0.01 | blup | 34 | 0.02 | 3.2e-03 | -13.0 | 10.8 | 4.2e-27 | -0.82 | 0.00 | 0.91 | FALSE |
46 | The Cancer Genome Atlas | Lung Adenocarcinoma | ATP6V0D1 | 0.04 | 0.02 | blup | 33 | 0.03 | 4.7e-04 | 5.6 | -6.9 | 7.0e-12 | 0.16 | 0.61 | 0.03 | FALSE |
47 | The Cancer Genome Atlas | Lung Adenocarcinoma | RLTPR | 0.03 | 0.02 | lasso | 3 | 0.02 | 1.8e-03 | 4.8 | -5.3 | 1.1e-07 | 0.04 | 0.00 | 0.91 | FALSE |
48 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | ATP6V0D1 | 0.04 | 0.00 | enet | 6 | 0.00 | 9.3e-02 | 5.6 | -9.4 | 4.0e-21 | 0.46 | 0.02 | 0.28 | FALSE |
49 | The Cancer Genome Atlas | Prostate Adenocarcinoma | CENPT | 0.02 | 0.01 | blup | 33 | 0.01 | 6.9e-02 | 5.6 | 5.4 | 6.5e-08 | 0.04 | 0.01 | 0.83 | FALSE |
50 | The Cancer Genome Atlas | Stomach Adenocarcinoma | FBXL8 | 0.04 | 0.01 | enet | 8 | 0.02 | 6.7e-03 | -13.0 | 10.4 | 1.8e-25 | -0.90 | 0.00 | 0.92 | FALSE |
51 | The Cancer Genome Atlas | Thyroid Carcinoma | ATP6V0D1 | 0.04 | 0.01 | enet | 5 | 0.02 | 3.2e-03 | 2.5 | -5.3 | 1.2e-07 | -0.05 | 0.02 | 0.03 | FALSE |