Best TWAS P=9.3e-24 · Best GWAS P=4.23e-25 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 | 6.18 | -7.4 | 1.5e-13 | 0.75 | 0.61 | 0.39 | FALSE |
2 | CommonMind | Brain Pre-frontal Cortex | IFT172 | 0.06 | 0.09 | enet | 16 | 0.09 | 3.9e-11 | 5.75 | 8.6 | 6.3e-18 | -0.78 | 0.83 | 0.17 | FALSE |
3 | GTEx | Adipose Subcutaneous | NRBP1 | 0.07 | 0.04 | lasso | 5 | 0.05 | 6.9e-05 | 5.67 | -5.4 | 8.1e-08 | 0.56 | 0.94 | 0.00 | FALSE |
4 | GTEx | Adipose Subcutaneous | PPM1G | 0.04 | 0.05 | lasso | 2 | 0.04 | 4.9e-04 | 5.60 | -5.2 | 1.5e-07 | 0.61 | 0.60 | 0.02 | FALSE |
5 | GTEx | Adipose Subcutaneous | AC074117.10 | 0.06 | 0.04 | lasso | 5 | 0.02 | 4.8e-03 | 7.08 | -5.8 | 9.1e-09 | 0.66 | 0.60 | 0.03 | FALSE |
6 | GTEx | Adipose Visceral Omentum | NRBP1 | 0.05 | 0.05 | lasso | 4 | 0.04 | 2.5e-03 | 5.60 | -5.8 | 5.7e-09 | 0.63 | 0.34 | 0.05 | FALSE |
7 | GTEx | Adipose Visceral Omentum | PPM1G | 0.06 | 0.01 | lasso | 5 | 0.01 | 1.1e-01 | 5.60 | -6.4 | 2.0e-10 | 0.66 | 0.15 | 0.04 | TRUE |
8 | GTEx | Adipose Visceral Omentum | KRTCAP3 | 0.10 | 0.07 | lasso | 4 | 0.06 | 5.2e-04 | 6.18 | 6.2 | 6.1e-10 | -0.64 | 0.73 | 0.04 | FALSE |
9 | GTEx | Adipose Visceral Omentum | AC074117.10 | 0.14 | 0.09 | lasso | 3 | 0.08 | 5.0e-05 | 5.49 | -5.7 | 9.7e-09 | 0.62 | 0.91 | 0.01 | FALSE |
10 | GTEx | Adrenal Gland | KHK | 0.24 | 0.13 | enet | 22 | 0.22 | 1.6e-08 | 4.27 | 6.6 | 5.2e-11 | -0.28 | 0.77 | 0.09 | FALSE |
11 | GTEx | Adrenal Gland | KRTCAP3 | 0.11 | 0.16 | lasso | 4 | 0.15 | 4.9e-06 | 5.21 | 5.5 | 4.3e-08 | -0.63 | 0.81 | 0.08 | FALSE |
12 | GTEx | Artery Aorta | AC074117.10 | 0.06 | 0.04 | lasso | 3 | 0.03 | 6.8e-03 | 5.49 | -5.4 | 7.9e-08 | 0.60 | 0.27 | 0.04 | FALSE |
13 | GTEx | Artery Coronary | NRBP1 | 0.09 | 0.01 | enet | 14 | 0.03 | 4.4e-02 | 4.03 | -5.7 | 1.4e-08 | 0.49 | 0.24 | 0.04 | FALSE |
14 | GTEx | Artery Coronary | AC074117.10 | 0.13 | 0.17 | enet | 9 | 0.12 | 5.4e-05 | 4.07 | -5.2 | 1.7e-07 | 0.49 | 0.30 | 0.20 | FALSE |
15 | GTEx | Artery Tibial | PPM1G | 0.06 | 0.02 | lasso | 4 | 0.03 | 2.3e-03 | 6.22 | -6.4 | 1.4e-10 | 0.70 | 0.32 | 0.03 | FALSE |
16 | GTEx | Artery Tibial | AC074117.10 | 0.13 | 0.14 | lasso | 5 | 0.13 | 1.1e-10 | 5.49 | -6.2 | 7.5e-10 | 0.64 | 1.00 | 0.00 | FALSE |
17 | GTEx | Brain Cerebellum | AC074117.10 | 0.13 | 0.08 | enet | 6 | 0.07 | 4.4e-03 | 6.07 | 6.0 | 2.1e-09 | -0.63 | 0.16 | 0.10 | FALSE |
18 | GTEx | Breast Mammary Tissue (Female) | ABHD1 | 0.17 | 0.01 | enet | 28 | 0.07 | 5.3e-03 | 2.34 | 7.5 | 7.6e-14 | -0.51 | 0.02 | 0.66 | FALSE |
19 | GTEx | Cells EBV-transformed lymphocytes | NRBP1 | 0.11 | 0.13 | enet | 13 | 0.15 | 1.2e-05 | 5.23 | -6.0 | 2.5e-09 | 0.64 | 0.60 | 0.05 | FALSE |
20 | GTEx | Cells Transformed fibroblasts | NRBP1 | 0.09 | 0.08 | lasso | 3 | 0.08 | 7.8e-07 | 5.46 | -6.2 | 5.7e-10 | 0.63 | 0.99 | 0.00 | FALSE |
21 | GTEx | Cells Transformed fibroblasts | IFT172 | 0.04 | 0.04 | lasso | 2 | 0.02 | 8.1e-03 | 5.50 | 5.5 | 4.5e-08 | -0.64 | 0.25 | 0.09 | FALSE |
22 | GTEx | Cells Transformed fibroblasts | AC074117.10 | 0.21 | 0.19 | enet | 23 | 0.18 | 1.6e-13 | 7.08 | -6.2 | 5.6e-10 | 0.65 | 1.00 | 0.00 | FALSE |
23 | GTEx | Colon Sigmoid | AC074117.10 | 0.13 | 0.18 | lasso | 3 | 0.14 | 1.1e-05 | 5.49 | -5.7 | 1.1e-08 | 0.62 | 0.92 | 0.01 | FALSE |
24 | GTEx | Colon Transverse | NRBP1 | 0.08 | 0.03 | enet | 14 | 0.00 | 2.0e-01 | 6.63 | -5.3 | 1.5e-07 | 0.62 | 0.17 | 0.11 | FALSE |
25 | GTEx | Esophagus Gastroesophageal Junction | NRBP1 | 0.11 | 0.01 | enet | 23 | 0.02 | 7.7e-02 | 4.94 | -5.3 | 1.0e-07 | 0.56 | 0.15 | 0.04 | FALSE |
26 | GTEx | Esophagus Gastroesophageal Junction | KHK | 0.16 | 0.11 | enet | 16 | 0.09 | 3.6e-04 | 4.53 | 5.5 | 3.3e-08 | -0.14 | 0.81 | 0.02 | TRUE |
27 | GTEx | Esophagus Gastroesophageal Junction | AC074117.10 | 0.12 | 0.13 | enet | 9 | 0.09 | 4.9e-04 | 6.00 | -7.1 | 1.0e-12 | 0.66 | 0.59 | 0.04 | FALSE |
28 | GTEx | Esophagus Mucosa | AC074117.10 | 0.12 | 0.14 | lasso | 8 | 0.14 | 2.1e-09 | 7.08 | -6.7 | 2.8e-11 | 0.74 | 0.98 | 0.02 | FALSE |
29 | GTEx | Esophagus Muscularis | NRBP1 | 0.07 | 0.04 | lasso | 6 | 0.04 | 1.3e-03 | 7.08 | -9.4 | 7.5e-21 | 0.81 | 0.44 | 0.19 | FALSE |
30 | GTEx | Esophagus Muscularis | AC074117.10 | 0.17 | 0.14 | enet | 5 | 0.09 | 6.6e-06 | 7.08 | -6.7 | 1.8e-11 | 0.66 | 0.97 | 0.02 | FALSE |
31 | GTEx | Lung | NRBP1 | 0.05 | 0.05 | enet | 9 | 0.05 | 1.7e-04 | 6.22 | -5.6 | 2.7e-08 | 0.64 | 0.88 | 0.01 | FALSE |
32 | GTEx | Lung | AC074117.10 | 0.07 | 0.06 | lasso | 6 | 0.05 | 6.6e-05 | 6.22 | -6.5 | 6.0e-11 | 0.66 | 0.97 | 0.03 | FALSE |
33 | GTEx | Muscle Skeletal | SNX17 | 0.18 | 0.24 | lasso | 6 | 0.26 | 6.2e-26 | 5.84 | -5.9 | 2.8e-09 | 0.64 | 1.00 | 0.00 | FALSE |
34 | GTEx | Muscle Skeletal | KRTCAP3 | 0.08 | 0.06 | lasso | 4 | 0.04 | 3.1e-05 | 5.32 | 5.5 | 3.6e-08 | -0.61 | 1.00 | 0.00 | FALSE |
35 | GTEx | Nerve Tibial | NRBP1 | 0.06 | 0.00 | enet | 9 | 0.02 | 2.0e-02 | 7.08 | -6.5 | 9.3e-11 | 0.63 | 0.71 | 0.02 | FALSE |
36 | GTEx | Nerve Tibial | PPM1G | 0.09 | 0.06 | lasso | 4 | 0.05 | 1.2e-04 | 5.62 | -5.3 | 9.0e-08 | 0.59 | 0.67 | 0.03 | FALSE |
37 | GTEx | Ovary | AC074117.10 | 0.16 | 0.04 | enet | 9 | 0.05 | 2.0e-02 | 5.60 | -7.4 | 1.0e-13 | 0.79 | 0.14 | 0.31 | FALSE |
38 | GTEx | Pituitary | AC074117.10 | 0.23 | 0.23 | lasso | 8 | 0.29 | 5.6e-08 | 5.62 | -7.5 | 7.1e-14 | 0.69 | 0.50 | 0.37 | FALSE |
39 | GTEx | Prostate | KHK | 0.18 | 0.01 | lasso | 4 | 0.06 | 1.4e-02 | 3.80 | 5.5 | 4.9e-08 | -0.08 | 0.13 | 0.07 | FALSE |
40 | GTEx | Prostate | AC074117.10 | 0.14 | 0.01 | lasso | 5 | 0.02 | 8.8e-02 | 7.08 | -5.9 | 4.4e-09 | 0.63 | 0.12 | 0.18 | FALSE |
41 | GTEx | Skin Not Sun Exposed Suprapubic | NRBP1 | 0.19 | 0.15 | lasso | 7 | 0.16 | 6.0e-09 | 6.22 | -5.7 | 9.8e-09 | 0.60 | 1.00 | 0.00 | FALSE |
42 | GTEx | Skin Sun Exposed Lower leg | NRBP1 | 0.10 | 0.08 | lasso | 6 | 0.08 | 3.6e-07 | 6.00 | -5.7 | 1.2e-08 | 0.60 | 1.00 | 0.00 | FALSE |
43 | GTEx | Skin Sun Exposed Lower leg | ATRAID | 0.14 | 0.07 | enet | 15 | 0.09 | 1.3e-07 | 3.59 | 5.4 | 8.1e-08 | -0.42 | 0.96 | 0.04 | FALSE |
44 | GTEx | Skin Sun Exposed Lower leg | SLC4A1AP | 0.04 | 0.01 | lasso | 3 | 0.02 | 1.7e-02 | 5.34 | 5.9 | 3.5e-09 | -0.61 | 0.21 | 0.12 | FALSE |
45 | GTEx | Stomach | AC074117.10 | 0.06 | 0.01 | lasso | 7 | 0.01 | 7.8e-02 | 7.08 | 5.5 | 4.6e-08 | -0.35 | 0.20 | 0.04 | FALSE |
46 | GTEx | Testis | NRBP1 | 0.16 | 0.09 | lasso | 3 | 0.06 | 1.8e-03 | 7.08 | -8.1 | 4.2e-16 | 0.82 | 0.42 | 0.39 | FALSE |
47 | GTEx | Testis | AC074117.10 | 0.14 | 0.08 | lasso | 6 | 0.12 | 4.5e-06 | 1.28 | -6.0 | 1.9e-09 | 0.88 | 0.14 | 0.85 | FALSE |
48 | GTEx | Testis | RP11-195B17.1 | 0.13 | 0.00 | lasso | 4 | 0.02 | 4.5e-02 | 6.22 | -5.8 | 6.1e-09 | 0.60 | 0.05 | 0.13 | FALSE |
49 | GTEx | Thyroid | FNDC4 | 0.24 | 0.10 | enet | 23 | 0.16 | 2.2e-12 | 4.62 | 7.0 | 2.9e-12 | -0.71 | 0.66 | 0.34 | TRUE |
50 | GTEx | Thyroid | PPM1G | 0.06 | 0.06 | lasso | 3 | 0.06 | 2.2e-05 | 5.60 | -5.7 | 1.3e-08 | 0.62 | 0.93 | 0.00 | FALSE |
51 | GTEx | Thyroid | AC074117.10 | 0.17 | 0.14 | lasso | 4 | 0.15 | 2.7e-11 | 6.00 | -6.1 | 9.0e-10 | 0.63 | 1.00 | 0.00 | FALSE |
52 | GTEx | Vagina | AC074117.10 | 0.14 | 0.04 | enet | 13 | 0.06 | 1.4e-02 | 4.91 | -5.5 | 3.4e-08 | 0.74 | 0.16 | 0.14 | FALSE |
53 | GTEx | Whole Blood | KHK | 0.05 | 0.06 | lasso | 5 | 0.02 | 4.6e-03 | 5.33 | 6.0 | 2.0e-09 | -0.29 | 0.52 | 0.21 | FALSE |
54 | GTEx | Whole Blood | KRTCAP3 | 0.12 | 0.05 | enet | 10 | 0.05 | 9.9e-06 | 5.66 | 5.8 | 8.9e-09 | -0.66 | 0.98 | 0.00 | FALSE |
55 | METSIM | Adipose | BRE | 0.03 | 0.00 | blup | 534 | 0.00 | 1.3e-01 | 0.12 | -5.5 | 4.9e-08 | 0.30 | 0.10 | 0.08 | FALSE |
56 | METSIM | Adipose | NRBP1 | 0.06 | 0.09 | lasso | 3 | 0.08 | 1.6e-12 | 7.08 | -7.1 | 1.5e-12 | 0.68 | 1.00 | 0.00 | FALSE |
57 | METSIM | Adipose | SLC5A6 | 0.03 | 0.02 | bslmm | 298 | 0.01 | 3.9e-03 | 4.70 | -6.3 | 2.8e-10 | 0.46 | 0.24 | 0.10 | FALSE |
58 | NTR | Blood | CGREF1 | 0.01 | 0.00 | blup | 307 | 0.01 | 5.7e-03 | 3.91 | 6.8 | 7.6e-12 | -0.52 | 0.19 | 0.12 | FALSE |
59 | ROSMAP | Brain Pre-frontal Cortex | SNX17 | 0.27 | 0.35 | lasso | 10 | 0.34 | 7.9e-46 | 5.83 | 5.9 | 4.0e-09 | -0.63 | 1.00 | 0.00 | FALSE |
60 | ROSMAP | Brain Pre-frontal Cortex | CGREF1 | 0.06 | 0.04 | blup | 307 | 0.06 | 2.6e-08 | 4.91 | 6.2 | 5.1e-10 | -0.24 | 1.00 | 0.00 | FALSE |
61 | ROSMAP | Brain Pre-frontal Cortex | FTH1P3 | 0.04 | 0.01 | bslmm | 280 | 0.02 | 2.8e-03 | 7.08 | -6.0 | 1.6e-09 | 0.67 | 0.15 | 0.03 | TRUE |
62 | YFS | Blood | EIF2B4 | 0.01 | 0.00 | enet | 9 | 0.00 | 8.5e-02 | 3.98 | 6.0 | 1.5e-09 | -0.55 | 0.04 | 0.07 | FALSE |
63 | The Cancer Genome Atlas | Bladder Urothelial Carcinoma | PPM1G | 0.03 | 0.02 | blup | 31 | 0.02 | 8.8e-03 | 6.07 | -6.1 | 1.0e-09 | 0.68 | 0.02 | 0.76 | FALSE |
64 | The Cancer Genome Atlas | Breast Invasive Carcinoma | KRTCAP3 | 0.01 | 0.00 | blup | 27 | 0.00 | 8.7e-02 | 4.91 | 5.7 | 1.6e-08 | -0.58 | 0.03 | 0.52 | FALSE |
65 | The Cancer Genome Atlas | Breast Invasive Carcinoma | NRBP1 | 0.03 | 0.03 | blup | 29 | 0.03 | 1.2e-06 | 5.08 | -6.2 | 6.4e-10 | 0.60 | 0.26 | 0.73 | FALSE |
66 | The Cancer Genome Atlas | Cervical Squamous Cell Carcinoma | CGREF1 | 0.11 | 0.03 | blup | 37 | 0.02 | 2.6e-02 | 3.11 | 5.2 | 2.5e-07 | -0.11 | 0.01 | 0.08 | FALSE |
67 | The Cancer Genome Atlas | Colon Adenocarcinoma | NRBP1 | 0.03 | 0.04 | lasso | 1 | 0.03 | 5.2e-03 | 5.73 | -5.7 | 9.9e-09 | 0.61 | 0.02 | 0.64 | FALSE |
68 | The Cancer Genome Atlas | Glioblastoma Multiforme | NRBP1 | 0.15 | 0.10 | lasso | 2 | 0.10 | 5.8e-04 | 7.08 | -7.1 | 1.7e-12 | 0.67 | 0.00 | 0.81 | FALSE |
69 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | IFT172 | 0.02 | 0.01 | blup | 43 | 0.02 | 2.7e-03 | 5.08 | -5.4 | 6.2e-08 | 0.62 | 0.10 | 0.12 | FALSE |
70 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | KRTCAP3 | 0.02 | 0.01 | blup | 28 | 0.01 | 2.9e-02 | 5.71 | 5.6 | 2.1e-08 | -0.59 | 0.03 | 0.63 | FALSE |
71 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | NRBP1 | 0.06 | 0.07 | lasso | 2 | 0.07 | 1.1e-08 | 5.74 | -5.7 | 9.5e-09 | 0.62 | 0.23 | 0.77 | FALSE |
72 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | SNX17 | 0.02 | 0.01 | blup | 26 | 0.01 | 2.1e-02 | 5.86 | 6.1 | 1.3e-09 | -0.64 | 0.03 | 0.82 | FALSE |
73 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | SUPT7L | 0.05 | 0.02 | blup | 28 | 0.04 | 5.2e-05 | 4.78 | 6.0 | 1.8e-09 | -0.41 | 0.03 | 0.84 | FALSE |
74 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | FNDC4 | 0.13 | 0.06 | lasso | 2 | 0.05 | 1.1e-03 | -10.12 | 10.0 | 9.3e-24 | -0.95 | 0.00 | 0.92 | TRUE |
75 | The Cancer Genome Atlas | Brain Lower Grade Glioma | CGREF1 | 0.02 | 0.01 | blup | 37 | 0.02 | 2.3e-03 | 3.75 | 5.2 | 2.6e-07 | -0.10 | 0.10 | 0.18 | FALSE |
76 | The Cancer Genome Atlas | Brain Lower Grade Glioma | PPM1G | 0.03 | 0.03 | blup | 32 | 0.02 | 9.3e-04 | 5.86 | -5.3 | 1.1e-07 | 0.59 | 0.27 | 0.28 | FALSE |
77 | The Cancer Genome Atlas | Lung Adenocarcinoma | NRBP1 | 0.03 | 0.05 | blup | 30 | 0.05 | 3.7e-06 | 5.72 | -5.5 | 4.0e-08 | 0.61 | 0.18 | 0.82 | FALSE |
78 | The Cancer Genome Atlas | Prostate Adenocarcinoma | NRBP1 | 0.03 | 0.03 | blup | 30 | 0.03 | 2.2e-04 | 4.91 | -6.1 | 1.4e-09 | 0.65 | 0.03 | 0.96 | FALSE |
79 | The Cancer Genome Atlas | Prostate Adenocarcinoma | PPM1G | 0.03 | 0.02 | blup | 32 | 0.02 | 2.4e-03 | 6.19 | -6.1 | 1.3e-09 | 0.63 | 0.02 | 0.89 | FALSE |
80 | The Cancer Genome Atlas | Thyroid Carcinoma | FNDC4 | 0.24 | 0.09 | enet | 9 | 0.17 | 1.9e-16 | 4.79 | 7.3 | 2.6e-13 | -0.69 | 0.48 | 0.52 | FALSE |
81 | The Cancer Genome Atlas | Thyroid Carcinoma | GCKR | 0.18 | 0.08 | enet | 5 | 0.13 | 1.7e-12 | 4.62 | 6.4 | 1.3e-10 | -0.67 | 0.86 | 0.14 | FALSE |
82 | The Cancer Genome Atlas | Thyroid Carcinoma | NRBP1 | 0.03 | 0.01 | blup | 30 | 0.02 | 5.3e-03 | 7.08 | -6.2 | 4.4e-10 | 0.64 | 0.01 | 0.96 | FALSE |