Best TWAS P=1.58e-21 · Best GWAS P=2.47e-21 conditioned to 1
# | 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 | 6.4 | -7.4 | 1.6e-13 | 0.72 | 0.28 | 0.72 | FALSE |
2 | CommonMind | Brain Pre-frontal Cortex | IFT172 | 0.06 | 0.09 | enet | 16 | 0.09 | 3.9e-11 | 6.2 | 7.2 | 4.4e-13 | -0.75 | 0.48 | 0.52 | FALSE |
3 | CommonMind | Brain Pre-frontal Cortex | PPM1G | 0.03 | 0.01 | bslmm | 305 | 0.00 | 8.7e-02 | 6.1 | 5.8 | 5.6e-09 | -0.50 | 0.60 | 0.06 | FALSE |
4 | GTEx | Adipose Subcutaneous | PPM1G | 0.04 | 0.05 | lasso | 2 | 0.04 | 4.9e-04 | 6.1 | -5.9 | 3.6e-09 | 0.59 | 0.59 | 0.04 | FALSE |
5 | GTEx | Adipose Subcutaneous | AC074117.10 | 0.06 | 0.04 | lasso | 5 | 0.02 | 4.8e-03 | 6.7 | -6.8 | 7.3e-12 | 0.65 | 0.46 | 0.27 | FALSE |
6 | GTEx | Adipose Visceral Omentum | NRBP1 | 0.05 | 0.05 | lasso | 4 | 0.04 | 2.5e-03 | 6.1 | -6.2 | 4.2e-10 | 0.61 | 0.34 | 0.07 | FALSE |
7 | GTEx | Adipose Visceral Omentum | PPM1G | 0.06 | 0.01 | lasso | 5 | 0.01 | 1.1e-01 | 6.1 | -6.5 | 6.7e-11 | 0.64 | 0.11 | 0.28 | FALSE |
8 | GTEx | Adipose Visceral Omentum | KRTCAP3 | 0.10 | 0.07 | lasso | 4 | 0.06 | 5.2e-04 | 6.4 | 6.4 | 1.9e-10 | -0.61 | 0.68 | 0.10 | FALSE |
9 | GTEx | Adipose Visceral Omentum | AC074117.10 | 0.14 | 0.09 | lasso | 3 | 0.08 | 5.0e-05 | 6.5 | -6.5 | 7.9e-11 | 0.60 | 0.85 | 0.08 | FALSE |
10 | GTEx | Adrenal Gland | KRTCAP3 | 0.11 | 0.16 | lasso | 4 | 0.15 | 4.9e-06 | 6.1 | 6.1 | 8.6e-10 | -0.60 | 0.54 | 0.39 | FALSE |
11 | GTEx | Artery Aorta | AC074117.10 | 0.06 | 0.04 | lasso | 3 | 0.03 | 6.8e-03 | 6.5 | -6.5 | 1.1e-10 | 0.58 | 0.24 | 0.13 | FALSE |
12 | GTEx | Artery Coronary | AC074117.10 | 0.13 | 0.17 | enet | 9 | 0.12 | 5.4e-05 | 3.5 | -5.2 | 1.8e-07 | 0.47 | 0.11 | 0.72 | FALSE |
13 | GTEx | Artery Tibial | SNX17 | 0.11 | 0.07 | enet | 31 | 0.04 | 3.3e-04 | 6.3 | -5.5 | 4.3e-08 | 0.38 | 0.96 | 0.01 | FALSE |
14 | GTEx | Artery Tibial | PPM1G | 0.06 | 0.02 | lasso | 4 | 0.03 | 2.3e-03 | 6.4 | -6.7 | 1.6e-11 | 0.66 | 0.29 | 0.12 | FALSE |
15 | GTEx | Artery Tibial | AC074117.10 | 0.13 | 0.14 | lasso | 5 | 0.13 | 1.1e-10 | 6.5 | -6.7 | 1.7e-11 | 0.62 | 1.00 | 0.00 | FALSE |
16 | GTEx | Brain Cerebellum | AC074117.10 | 0.13 | 0.08 | enet | 6 | 0.07 | 4.4e-03 | 6.3 | 6.3 | 2.5e-10 | -0.60 | 0.09 | 0.47 | FALSE |
17 | GTEx | Brain Cortex | KRTCAP3 | 0.19 | 0.10 | lasso | 2 | 0.12 | 3.7e-04 | 5.8 | 6.3 | 3.3e-10 | -0.54 | 0.24 | 0.35 | FALSE |
18 | GTEx | Brain Nucleus accumbens basal ganglia | OST4 | 0.23 | 0.06 | lasso | 4 | 0.08 | 3.1e-03 | 5.0 | 5.2 | 1.7e-07 | -0.34 | 0.06 | 0.12 | FALSE |
19 | GTEx | Cells EBV-transformed lymphocytes | NRBP1 | 0.11 | 0.13 | enet | 13 | 0.15 | 1.2e-05 | 6.1 | -6.9 | 5.3e-12 | 0.62 | 0.57 | 0.10 | FALSE |
20 | GTEx | Cells Transformed fibroblasts | NRBP1 | 0.09 | 0.08 | lasso | 3 | 0.08 | 7.8e-07 | 6.5 | -6.4 | 1.4e-10 | 0.61 | 0.95 | 0.04 | FALSE |
21 | GTEx | Cells Transformed fibroblasts | IFT172 | 0.04 | 0.04 | lasso | 2 | 0.02 | 8.1e-03 | 5.9 | 6.0 | 2.0e-09 | -0.60 | 0.20 | 0.26 | FALSE |
22 | GTEx | Cells Transformed fibroblasts | AC074117.10 | 0.21 | 0.19 | enet | 23 | 0.18 | 1.6e-13 | 6.7 | -6.7 | 1.7e-11 | 0.66 | 0.87 | 0.13 | FALSE |
23 | GTEx | Colon Sigmoid | AC074117.10 | 0.13 | 0.18 | lasso | 3 | 0.14 | 1.1e-05 | 6.5 | -6.5 | 6.7e-11 | 0.60 | 0.85 | 0.08 | FALSE |
24 | GTEx | Colon Transverse | NRBP1 | 0.08 | 0.03 | enet | 14 | 0.00 | 2.0e-01 | 6.4 | -6.5 | 6.8e-11 | 0.59 | 0.16 | 0.14 | FALSE |
25 | GTEx | Colon Transverse | AC074117.10 | 0.13 | 0.13 | enet | 16 | 0.14 | 2.3e-07 | 6.4 | -5.7 | 1.0e-08 | 0.51 | 0.94 | 0.04 | FALSE |
26 | GTEx | Esophagus Gastroesophageal Junction | NRBP1 | 0.11 | 0.01 | enet | 23 | 0.02 | 7.7e-02 | 3.2 | -6.8 | 1.5e-11 | 0.53 | 0.12 | 0.23 | FALSE |
27 | GTEx | Esophagus Gastroesophageal Junction | AC074117.10 | 0.12 | 0.13 | enet | 9 | 0.09 | 4.9e-04 | 6.3 | -6.6 | 4.2e-11 | 0.64 | 0.43 | 0.30 | FALSE |
28 | GTEx | Esophagus Mucosa | AC074117.10 | 0.12 | 0.14 | lasso | 8 | 0.14 | 2.1e-09 | 6.7 | -7.5 | 4.3e-14 | 0.74 | 0.94 | 0.06 | FALSE |
29 | GTEx | Esophagus Muscularis | NRBP1 | 0.07 | 0.04 | lasso | 6 | 0.04 | 1.3e-03 | 6.7 | -8.2 | 1.8e-16 | 0.82 | 0.02 | 0.97 | FALSE |
30 | GTEx | Esophagus Muscularis | PPM1G | 0.06 | 0.10 | lasso | 2 | 0.07 | 3.7e-05 | 6.1 | -5.8 | 6.9e-09 | 0.57 | 0.34 | 0.56 | FALSE |
31 | GTEx | Esophagus Muscularis | AC074117.10 | 0.17 | 0.14 | enet | 5 | 0.09 | 6.6e-06 | 6.7 | -7.0 | 2.3e-12 | 0.65 | 0.73 | 0.26 | FALSE |
32 | GTEx | Lung | NRBP1 | 0.05 | 0.05 | enet | 9 | 0.05 | 1.7e-04 | 6.4 | -6.5 | 7.0e-11 | 0.61 | 0.75 | 0.16 | FALSE |
33 | GTEx | Lung | AC074117.10 | 0.07 | 0.06 | lasso | 6 | 0.05 | 6.6e-05 | 6.4 | -6.4 | 1.3e-10 | 0.63 | 0.75 | 0.25 | FALSE |
34 | GTEx | Muscle Skeletal | SNX17 | 0.18 | 0.24 | lasso | 6 | 0.26 | 6.2e-26 | 6.5 | -6.5 | 9.4e-11 | 0.61 | 1.00 | 0.00 | FALSE |
35 | GTEx | Muscle Skeletal | KRTCAP3 | 0.08 | 0.06 | lasso | 4 | 0.04 | 3.1e-05 | 6.1 | 6.1 | 8.4e-10 | -0.59 | 1.00 | 0.00 | FALSE |
36 | GTEx | Nerve Tibial | NRBP1 | 0.06 | 0.00 | enet | 9 | 0.02 | 2.0e-02 | 6.7 | -6.1 | 1.0e-09 | 0.61 | 0.29 | 0.60 | FALSE |
37 | GTEx | Nerve Tibial | PPM1G | 0.09 | 0.06 | lasso | 4 | 0.05 | 1.2e-04 | 5.6 | -5.4 | 6.8e-08 | 0.57 | 0.42 | 0.40 | FALSE |
38 | GTEx | Ovary | AC074117.10 | 0.16 | 0.04 | enet | 9 | 0.05 | 2.0e-02 | 6.1 | -7.5 | 5.7e-14 | 0.77 | 0.04 | 0.80 | FALSE |
39 | GTEx | Pituitary | AC074117.10 | 0.23 | 0.23 | lasso | 8 | 0.29 | 5.6e-08 | 5.6 | -6.2 | 7.7e-10 | 0.66 | 0.34 | 0.57 | FALSE |
40 | GTEx | Prostate | AC074117.10 | 0.14 | 0.01 | lasso | 5 | 0.02 | 8.8e-02 | 6.7 | -5.8 | 7.4e-09 | 0.61 | 0.06 | 0.59 | FALSE |
41 | GTEx | Skin Not Sun Exposed Suprapubic | NRBP1 | 0.19 | 0.15 | lasso | 7 | 0.16 | 6.0e-09 | 6.4 | -6.0 | 1.9e-09 | 0.58 | 1.00 | 0.00 | FALSE |
42 | GTEx | Skin Sun Exposed Lower leg | NRBP1 | 0.10 | 0.08 | lasso | 6 | 0.08 | 3.6e-07 | 6.3 | -6.1 | 9.1e-10 | 0.58 | 1.00 | 0.00 | FALSE |
43 | GTEx | Skin Sun Exposed Lower leg | SLC4A1AP | 0.04 | 0.01 | lasso | 3 | 0.02 | 1.7e-02 | 6.1 | 6.4 | 1.8e-10 | -0.60 | 0.21 | 0.11 | FALSE |
44 | GTEx | Testis | NRBP1 | 0.16 | 0.09 | lasso | 3 | 0.06 | 1.8e-03 | 6.7 | -7.7 | 9.7e-15 | 0.80 | 0.03 | 0.96 | FALSE |
45 | GTEx | Testis | AC074117.10 | 0.14 | 0.08 | lasso | 6 | 0.12 | 4.5e-06 | 6.0 | -8.3 | 1.2e-16 | 0.85 | 0.05 | 0.95 | FALSE |
46 | GTEx | Testis | RP11-195B17.1 | 0.13 | 0.00 | lasso | 4 | 0.02 | 4.5e-02 | 6.4 | -6.0 | 2.0e-09 | 0.58 | 0.04 | 0.15 | FALSE |
47 | GTEx | Thyroid | FNDC4 | 0.24 | 0.10 | enet | 23 | 0.16 | 2.2e-12 | 3.4 | 6.4 | 1.2e-10 | -0.69 | 0.67 | 0.33 | FALSE |
48 | GTEx | Thyroid | PPM1G | 0.06 | 0.06 | lasso | 3 | 0.06 | 2.2e-05 | 6.1 | -6.2 | 6.5e-10 | 0.60 | 0.92 | 0.01 | FALSE |
49 | GTEx | Thyroid | AC074117.10 | 0.17 | 0.14 | lasso | 4 | 0.15 | 2.7e-11 | 6.3 | -6.5 | 9.0e-11 | 0.61 | 1.00 | 0.00 | FALSE |
50 | GTEx | Thyroid | AC109828.1 | 0.12 | 0.02 | enet | 24 | 0.04 | 4.3e-04 | 5.7 | -6.5 | 6.9e-11 | 0.52 | 0.47 | 0.21 | FALSE |
51 | GTEx | Thyroid | RP11-373D23.3 | 0.16 | 0.07 | enet | 19 | 0.04 | 2.6e-04 | 5.2 | -5.5 | 2.8e-08 | 0.15 | 0.03 | 0.95 | TRUE |
52 | GTEx | Vagina | AC074117.10 | 0.14 | 0.04 | enet | 13 | 0.06 | 1.4e-02 | 5.8 | -7.0 | 3.0e-12 | 0.72 | 0.08 | 0.56 | FALSE |
53 | GTEx | Whole Blood | KRTCAP3 | 0.12 | 0.05 | enet | 10 | 0.05 | 9.9e-06 | 6.2 | 5.5 | 3.4e-08 | -0.63 | 0.97 | 0.01 | FALSE |
54 | METSIM | Adipose | KRTCAP3 | 0.05 | 0.01 | blup | 288 | 0.03 | 1.6e-05 | 6.2 | 6.9 | 4.6e-12 | -0.52 | 0.96 | 0.03 | FALSE |
55 | METSIM | Adipose | NRBP1 | 0.06 | 0.09 | lasso | 3 | 0.08 | 1.6e-12 | 6.7 | -7.0 | 2.8e-12 | 0.67 | 1.00 | 0.00 | FALSE |
56 | ROSMAP | Brain Pre-frontal Cortex | SNX17 | 0.27 | 0.35 | lasso | 10 | 0.34 | 7.9e-46 | 6.3 | 6.3 | 3.3e-10 | -0.60 | 1.00 | 0.00 | FALSE |
57 | ROSMAP | Brain Pre-frontal Cortex | IFT172 | 0.07 | 0.02 | blup | 287 | 0.03 | 5.8e-05 | 6.5 | 7.8 | 5.2e-15 | -0.63 | 0.43 | 0.49 | FALSE |
58 | ROSMAP | Brain Pre-frontal Cortex | KRTCAP3 | 0.06 | 0.05 | blup | 279 | 0.05 | 3.1e-07 | 6.1 | 6.4 | 1.6e-10 | -0.58 | 0.99 | 0.00 | FALSE |
59 | ROSMAP | Brain Pre-frontal Cortex | ZNF513 | 0.04 | 0.05 | blup | 280 | 0.05 | 1.3e-06 | 6.1 | -5.5 | 3.2e-08 | 0.47 | 1.00 | 0.00 | FALSE |
60 | ROSMAP | Brain Pre-frontal Cortex | FTH1P3 | 0.04 | 0.01 | bslmm | 280 | 0.02 | 2.8e-03 | 6.7 | -6.5 | 1.1e-10 | 0.65 | 0.04 | 0.70 | FALSE |
61 | YFS | Blood | KRTCAP3 | 0.12 | 0.18 | bslmm | 286 | 0.18 | 1.0e-55 | 6.1 | 6.3 | 3.6e-10 | -0.59 | 1.00 | 0.00 | FALSE |
62 | YFS | Blood | NRBP1 | 0.01 | 0.01 | lasso | 6 | 0.01 | 9.1e-06 | 6.0 | -6.8 | 8.6e-12 | 0.61 | 0.99 | 0.00 | FALSE |
63 | YFS | Blood | SNX17 | 0.05 | 0.03 | blup | 288 | 0.04 | 1.0e-11 | 6.5 | -5.5 | 4.5e-08 | 0.48 | 1.00 | 0.00 | FALSE |
64 | The Cancer Genome Atlas | Bladder Urothelial Carcinoma | NRBP1 | 0.05 | 0.06 | lasso | 2 | 0.05 | 6.0e-05 | 6.3 | -6.3 | 2.8e-10 | 0.60 | 0.12 | 0.85 | FALSE |
65 | The Cancer Genome Atlas | Bladder Urothelial Carcinoma | PPM1G | 0.03 | 0.02 | blup | 31 | 0.02 | 8.8e-03 | 6.3 | -6.8 | 7.9e-12 | 0.66 | 0.03 | 0.61 | FALSE |
66 | The Cancer Genome Atlas | Breast Invasive Carcinoma | KRTCAP3 | 0.01 | 0.00 | blup | 27 | 0.00 | 8.7e-02 | 5.8 | 5.6 | 2.4e-08 | -0.56 | 0.04 | 0.28 | FALSE |
67 | The Cancer Genome Atlas | Breast Invasive Carcinoma | NRBP1 | 0.03 | 0.03 | blup | 29 | 0.03 | 1.2e-06 | 5.7 | -5.5 | 4.2e-08 | 0.57 | 0.17 | 0.82 | FALSE |
68 | The Cancer Genome Atlas | Colon Adenocarcinoma | NRBP1 | 0.03 | 0.04 | lasso | 1 | 0.03 | 5.2e-03 | 6.1 | -6.1 | 1.0e-09 | 0.59 | 0.03 | 0.34 | FALSE |
69 | The Cancer Genome Atlas | Glioblastoma Multiforme | C2orf28 | 0.14 | 0.02 | lasso | 4 | 0.05 | 1.2e-02 | 3.6 | 5.5 | 3.5e-08 | -0.35 | 0.02 | 0.78 | FALSE |
70 | The Cancer Genome Atlas | Glioblastoma Multiforme | NRBP1 | 0.15 | 0.10 | lasso | 2 | 0.10 | 5.8e-04 | 6.7 | -6.8 | 1.5e-11 | 0.67 | 0.01 | 0.39 | FALSE |
71 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | IFT172 | 0.02 | 0.01 | blup | 43 | 0.02 | 2.7e-03 | 5.7 | -6.3 | 2.9e-10 | 0.60 | 0.10 | 0.10 | FALSE |
72 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | KRTCAP3 | 0.02 | 0.01 | blup | 28 | 0.01 | 2.9e-02 | 6.1 | 6.2 | 4.8e-10 | -0.57 | 0.05 | 0.37 | FALSE |
73 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | NRBP1 | 0.06 | 0.07 | lasso | 2 | 0.07 | 1.1e-08 | 6.2 | -6.2 | 6.3e-10 | 0.60 | 0.14 | 0.86 | FALSE |
74 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | SNX17 | 0.02 | 0.01 | blup | 26 | 0.01 | 2.1e-02 | 6.4 | 6.3 | 3.4e-10 | -0.62 | 0.05 | 0.68 | FALSE |
75 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | FNDC4 | 0.13 | 0.06 | lasso | 2 | 0.05 | 1.1e-03 | -9.5 | 9.5 | 1.6e-21 | -0.99 | 0.00 | 0.96 | TRUE |
76 | The Cancer Genome Atlas | Brain Lower Grade Glioma | PPM1G | 0.03 | 0.03 | blup | 32 | 0.02 | 9.3e-04 | 6.4 | -6.0 | 2.2e-09 | 0.56 | 0.09 | 0.76 | FALSE |
77 | The Cancer Genome Atlas | Liver Hepatocellular Carcinoma | BRE | 0.16 | 0.04 | blup | 186 | 0.06 | 7.2e-04 | 4.1 | -5.2 | 2.0e-07 | 0.21 | 0.09 | 0.23 | FALSE |
78 | The Cancer Genome Atlas | Lung Adenocarcinoma | NRBP1 | 0.03 | 0.05 | blup | 30 | 0.05 | 3.7e-06 | 6.2 | -6.2 | 6.6e-10 | 0.59 | 0.14 | 0.86 | FALSE |
79 | The Cancer Genome Atlas | Prostate Adenocarcinoma | NRBP1 | 0.03 | 0.03 | blup | 30 | 0.03 | 2.2e-04 | 5.8 | -6.7 | 2.1e-11 | 0.64 | 0.10 | 0.86 | FALSE |
80 | The Cancer Genome Atlas | Prostate Adenocarcinoma | PPM1G | 0.03 | 0.02 | blup | 32 | 0.02 | 2.4e-03 | 6.5 | -6.5 | 7.7e-11 | 0.61 | 0.05 | 0.72 | FALSE |
81 | The Cancer Genome Atlas | Thyroid Carcinoma | FNDC4 | 0.24 | 0.09 | enet | 9 | 0.17 | 1.9e-16 | 3.4 | 6.5 | 1.1e-10 | -0.70 | 0.41 | 0.59 | FALSE |
82 | The Cancer Genome Atlas | Thyroid Carcinoma | GCKR | 0.18 | 0.08 | enet | 5 | 0.13 | 1.7e-12 | 3.4 | 5.9 | 4.3e-09 | -0.64 | 0.91 | 0.09 | FALSE |
83 | The Cancer Genome Atlas | Thyroid Carcinoma | KRTCAP3 | 0.04 | 0.04 | lasso | 1 | 0.03 | 3.4e-04 | 5.8 | 5.8 | 6.7e-09 | -0.55 | 0.09 | 0.28 | FALSE |
84 | The Cancer Genome Atlas | Thyroid Carcinoma | NRBP1 | 0.03 | 0.01 | blup | 30 | 0.02 | 5.3e-03 | 6.7 | -6.5 | 8.5e-11 | 0.62 | 0.06 | 0.82 | FALSE |